diff --git a/Downloads/basemap-develop/.gitattributes b/Downloads/basemap-develop/.gitattributes
new file mode 100644
index 000000000..6760ec8c1
--- /dev/null
+++ b/Downloads/basemap-develop/.gitattributes
@@ -0,0 +1,18 @@
+# Set the default behavior, in case people don't have core.autocrlf set.
+* text=auto eol=lf
+
+# Explicitly declare text files you want to always be normalised and
+# converted to native line endings on checkout.
+*.py text
+*.pyx text
+
+# Denote all files that are truly binary and should not be modified.
+*.bin binary
+*.dat binary
+*.dbf binary
+*.dem binary
+*.gz binary
+*.jpg binary
+*.nc binary
+*.shp binary
+*.shx binary
diff --git a/Downloads/basemap-develop/.github/workflows/build.yml b/Downloads/basemap-develop/.github/workflows/build.yml
new file mode 100644
index 000000000..c2ca8e4bd
--- /dev/null
+++ b/Downloads/basemap-develop/.github/workflows/build.yml
@@ -0,0 +1,138 @@
+name: Build
+
+on:
+ push:
+ paths:
+ - ".github/workflows/**"
+ - "packages/basemap/**"
+ - "packages/basemap_data/**"
+ - "packages/basemap_data_hires/**"
+ pull_request:
+ paths:
+ - ".github/workflows/**"
+ - "packages/basemap/**"
+ - "packages/basemap_data/**"
+ - "packages/basemap_data_hires/**"
+ workflow_dispatch:
+
+jobs:
+ build_data:
+ name: Build data packages
+ strategy:
+ matrix:
+ package: [basemap_data, basemap_data_hires]
+ runs-on: ubuntu-22.04
+ steps:
+ - uses: actions/checkout@v4
+
+ - name: Set up Python
+ uses: actions/setup-python@v5
+ with:
+ python-version: "3.9"
+
+ - name: Build sdist and wheels
+ run: |
+ cd packages/${{ matrix.package }}
+ python -m pip install build wheel
+ python -m build --sdist --wheel
+
+ - uses: actions/upload-artifact@v4
+ with:
+ path: |
+ packages/${{ matrix.package }}/dist/*.tar.gz
+ packages/${{ matrix.package }}/dist/*.whl
+ name: dist-${{ matrix.package }}
+
+ build_basemap:
+ name: Build basemap package (${{ matrix.os }})
+ needs: [build_data]
+ strategy:
+ matrix:
+ os: [ubuntu-22.04, windows-2019, macos-13, macos-14]
+ runs-on: ${{ matrix.os }}
+ steps:
+ - uses: actions/checkout@v4
+
+ - name: Set up Python
+ uses: actions/setup-python@v5
+ with:
+ python-version: "3.9"
+
+ - name: Build sdist
+ if: matrix.os == 'ubuntu-22.04'
+ run: |
+ cd packages/basemap
+ python -m pip install build
+ python -m build --sdist
+
+ - name: Build wheels
+ uses: pypa/cibuildwheel@v2.22.0
+ env:
+ CIBW_ARCHS: "native"
+ CIBW_BUILD: "cp39* cp310* cp311* cp312* cp313*"
+ CIBW_BUILD_VERBOSITY: 1
+ CIBW_SKIP: "*-musllinux_*"
+ CIBW_BEFORE_ALL: "python {project}/.github/workflows/run_before_all.py"
+ CIBW_TEST_EXTRAS: "test"
+ CIBW_TEST_COMMAND: "python -m pytest {project}/packages/basemap"
+ CIBW_ENVIRONMENT: >-
+ GEOS_VERSION="3.6.5"
+ GEOS_DIR="$(pwd)/extern"
+ GEOS_NJOBS=4
+ PIP_PREFER_BINARY=1
+ PYTHONUNBUFFERED=1
+ LD_LIBRARY_PATH="${GEOS_DIR}/lib"
+ # LD_LIBRARY_PATH in environment is needed by
+ # auditwheel (Linux) and delocate (MacOS).
+ with:
+ package-dir: "packages/basemap"
+ output-dir: "packages/basemap/dist"
+
+ - uses: actions/upload-artifact@v4
+ with:
+ path: |
+ packages/basemap/dist/*.tar.gz
+ packages/basemap/dist/*.whl
+ name: dist-basemap-${{ matrix.os }}
+
+ check:
+ name: Check packages
+ needs: [build_data, build_basemap]
+ runs-on: ubuntu-22.04
+ steps:
+ - uses: actions/download-artifact@v4
+ with:
+ path: dist
+ pattern: "dist-*"
+ merge-multiple: true
+
+ - name: Set up Python
+ uses: actions/setup-python@v5
+ with:
+ python-version: "3.9"
+
+ - name: Check packages with twine
+ run: |
+ python -m pip install twine
+ python -m twine check dist/*.tar.gz
+ python -m twine check dist/*.whl
+
+ upload:
+ name: Upload packages
+ needs: [build_data, build_basemap, check]
+ runs-on: ubuntu-22.04
+ environment: PyPI
+ if: github.event_name == 'push' && startsWith(github.ref, 'refs/tags/v')
+ steps:
+ - uses: actions/download-artifact@v4
+ with:
+ path: dist
+ pattern: "dist-*"
+ merge-multiple: true
+
+ - name: Publish to PyPI
+ uses: pypa/gh-action-pypi-publish@release/v1
+ with:
+ password: ${{ secrets.PYPI_TOKEN }}
+ repository-url: ${{ secrets.PYPI_REPOSITORY_URL }}
+ skip-existing: true
diff --git a/Downloads/basemap-develop/.github/workflows/run_before_all.py b/Downloads/basemap-develop/.github/workflows/run_before_all.py
new file mode 100644
index 000000000..575a26763
--- /dev/null
+++ b/Downloads/basemap-develop/.github/workflows/run_before_all.py
@@ -0,0 +1,37 @@
+#! /usr/bin/env python
+"""Helper script to be run by `cibuildwheel` as `before_all` step."""
+
+import os
+import sys
+
+HERE = os.path.abspath(__file__)
+ROOT = os.path.dirname(os.path.dirname(os.path.dirname(HERE)))
+sys.path.insert(0, os.path.join(ROOT, "packages", "basemap"))
+import utils # noqa: E402 # pylint: disable=imports
+
+
+def main():
+ """Build the GEOS library based on parsed environment variables."""
+
+ geos_version = os.environ.get("GEOS_VERSION", None)
+ if geos_version is None:
+ raise ValueError("Undefined environment variable GEOS_VERSION")
+
+ geos_dir = os.environ.get("GEOS_DIR", None)
+ if geos_dir is None:
+ raise ValueError("Undefined environment variable GEOS_DIR")
+
+ geos_njobs = int(os.environ.get("GEOS_NJOBS", 1))
+
+ # pylint: disable=consider-using-f-string
+ print("Running before_all script with the following settings:")
+ print("GEOS_DIR: {0}".format(geos_dir))
+ print("GEOS_VERSION: {0}".format(geos_version))
+ print("GEOS_NJOBS: {0}".format(geos_njobs))
+
+ utils.GeosLibrary(geos_version).build(geos_dir, njobs=geos_njobs)
+ return 0
+
+
+if __name__ == "__main__":
+ sys.exit(main())
diff --git a/Downloads/basemap-develop/.gitignore b/Downloads/basemap-develop/.gitignore
new file mode 100644
index 000000000..e67dd9643
--- /dev/null
+++ b/Downloads/basemap-develop/.gitignore
@@ -0,0 +1,40 @@
+.eggs
+build
+dist
+*.egg-info
+*.pyc
+*.pyd
+*.so
+
+htmlcov
+.cache
+.coverage
+.pytest_cache
+
+# File manager files.
+.gdb_history
+.DS_Store
+.DS_Store?
+ehthumbs.db
+Icon?
+Thumbs.db
+
+# Temporary files.
+.#*
+[#]*#
+*~
+*$
+*.bak
+
+# IDE files.
+.project
+.pydevproject
+.vscode
+
+# Things specific to this project.
+*.pickle
+examples/*.png
+packages/basemap/doc/examples
+packages/basemap/doc/users/installing.rst
+packages/basemap/doc/_static/matplotlibrc
+packages/basemap/doc/_templates/gallery.html
diff --git a/Downloads/basemap-develop/.idea/.gitignore b/Downloads/basemap-develop/.idea/.gitignore
new file mode 100644
index 000000000..13566b81b
--- /dev/null
+++ b/Downloads/basemap-develop/.idea/.gitignore
@@ -0,0 +1,8 @@
+# Default ignored files
+/shelf/
+/workspace.xml
+# Editor-based HTTP Client requests
+/httpRequests/
+# Datasource local storage ignored files
+/dataSources/
+/dataSources.local.xml
diff --git a/Downloads/basemap-develop/.idea/basemap-develop.iml b/Downloads/basemap-develop/.idea/basemap-develop.iml
new file mode 100644
index 000000000..f7d2a4029
--- /dev/null
+++ b/Downloads/basemap-develop/.idea/basemap-develop.iml
@@ -0,0 +1,14 @@
+
+
+
+
+
+
+
+
+
+
+
+
+
+
\ No newline at end of file
diff --git a/Downloads/basemap-develop/.idea/inspectionProfiles/profiles_settings.xml b/Downloads/basemap-develop/.idea/inspectionProfiles/profiles_settings.xml
new file mode 100644
index 000000000..105ce2da2
--- /dev/null
+++ b/Downloads/basemap-develop/.idea/inspectionProfiles/profiles_settings.xml
@@ -0,0 +1,6 @@
+
+
+
+
+
+
\ No newline at end of file
diff --git a/Downloads/basemap-develop/.idea/misc.xml b/Downloads/basemap-develop/.idea/misc.xml
new file mode 100644
index 000000000..15cd4a59c
--- /dev/null
+++ b/Downloads/basemap-develop/.idea/misc.xml
@@ -0,0 +1,7 @@
+
+
+
+
+
+
+
\ No newline at end of file
diff --git a/Downloads/basemap-develop/.idea/modules.xml b/Downloads/basemap-develop/.idea/modules.xml
new file mode 100644
index 000000000..a6f770758
--- /dev/null
+++ b/Downloads/basemap-develop/.idea/modules.xml
@@ -0,0 +1,8 @@
+
+
+
+
+
+
+
+
\ No newline at end of file
diff --git a/Downloads/basemap-develop/.idea/other.xml b/Downloads/basemap-develop/.idea/other.xml
new file mode 100644
index 000000000..2e75c2e2a
--- /dev/null
+++ b/Downloads/basemap-develop/.idea/other.xml
@@ -0,0 +1,6 @@
+
+
+
+
+
+
\ No newline at end of file
diff --git a/Downloads/basemap-develop/CHANGELOG.md b/Downloads/basemap-develop/CHANGELOG.md
new file mode 100644
index 000000000..b14c8acd8
--- /dev/null
+++ b/Downloads/basemap-develop/CHANGELOG.md
@@ -0,0 +1,1458 @@
+# Changelog
+
+All notable changes to this project will be documented in this file.
+The format is based on [Keep a Changelog], and the project adheres to
+[Semantic Versioning] since version 1.3.0.
+
+[Keep a Changelog]:
+https://keepachangelog.com/en/1.0.0/
+[Semantic Versioning]:
+https://semver.org/spec/v2.0.0.html
+
+
+## [Unreleased]
+
+### Added
+- Python 3.13 support (PR [#619], solves issue [#608]).
+- NumPy 2.0 support (PR [#614] by @cvanelteren, solves issue [#604]).
+- Automated wheels for x86_64 and arm64 (PR [#620] by @cvanelteren,
+ solves issue [#608]).
+
+### Changed
+- **BREAKING CHANGE**: Set Python minimum supported version to 3.9.
+- **BREAKING CHANGE**: Migrate `basemap` libraries to use implicit
+ namespace packages (PR [#576] by @ksunden).
+- Migrate workflows to use `cibuildwheel` (PRs [#614] and [#618] by
+ @cvanelteren and PR [#621], solves GitHub artifact actions v1 sunset).
+- Update library dependencies:
+ - Upgrade upper limit for `basemap_data` to 3.0.
+ - Upgrade lower limit for `packaging` to 20.5.
+ - Upgrade upper limit for `packaging` to 25.0.
+ - Upgrade lower limit for `numpy` to 2.0.
+ - Upgrade upper limit for `numpy` to 2.3.
+ - Upgrade lower limit for `matplotlib` to 3.4.
+ - Upgrade upper limit for `matplotlib` to 3.11.
+ - Upgrade lower limit for `pyproj` to 3.0.
+ - Upgrade upper limit for `pyproj` to 3.8.
+ - Upgrade lower limit for `pyshp` to 2.0.
+- Update optional library dependencies:
+ - Upgrade lower limit for `pillow` to 10.3 due to
+ vulnerabilities [CVE-2023-50447] and [CVE-2024-28219].
+ - Upgrade upper limit for `pillow` to 11.2.
+ - Upgrade upper limit for `OWSLib` to 0.33.
+- Update doc dependencies:
+ - Upgrade upper limit for `sphinx` to 8.0.
+ - Upgrade lower limit for `furo` to 2023.9.10.
+ - Upgrade upper limit for `furo` to 2024.8.7.
+ - Upgrade lower limit for `scipy` to 1.6.
+ - Upgrade upper limit for `scipy` to 1.16.
+ - Upgrade upper limit for `netCDF4` to 1.8.0.
+- Update lint dependencies:
+ - Remove dependency on `unittest2`.
+ - Upgrade lower limit for `flake8` to 3.9.
+ - Upgrade upper limit for `flake8` to 7.2.
+ - Upgrade lower limit for `astroid` to 3.0.
+ - Upgrade upper limit for `astroid` to 3.4.
+ - Upgrade lower limit for `pylint` to 3.0.
+ - Upgrade upper limit for `pylint` to 3.4.
+- Update test dependencies:
+ - Remove dependency on `unittest2`.
+ - Upgrade lower limit for `pytest` to 7.0.
+ - Upgrade upper limit for `pytest` to 8.4.
+ - Upgrade lower limit for `pytest-cov` to 3.0.
+ - Upgrade upper limit for `pytest-cov` to 6.1.
+ - Downgrade lower limit for `coverage` to 5.0.
+ - Upgrade upper limit for `coverage` to 7.7.
+
+### Fixed
+- Fix Cython extension to use `noexcept` (PR [#615] by @cvanelteren).
+
+### Removed
+- Deprecated `bdist_wheel.universal` option when building wheels.
+
+## [1.4.1] - 2024-02-15
+
+### Changed
+- Update workflow actions to use NodeJS 20:
+ - Update base actions from v3 to v4 when possible (`actions/checkout`,
+ `actions/upload-artifact` and `actions/download-artifact`).
+ - Update `jwlawson/actions-setup-cmake` from v1.13 to v2.0.
+- Update base image for `basemap-data` and `basemap-data-hires`
+ GitHub workflows to use Debian 10.
+
+### Fixed
+- Set recursive exclusion for `.DS_Store` folders in `MANIFEST.in`.
+- Fix broken implementation and docstrings of `Basemap.arcgisimage`
+ method (PR [#598] by @nitram96).
+
+## [1.4.0] - 2024-01-09
+
+### Added
+- Support for Python 3.12 (solves issue [#590]).
+- Complete support for `basemap` in `conda-forge` channel for the major
+ platforms on x64 and for MacOS on arm64 (solves issue [#286]).
+- Precompiled wheels for MacOS x64 and arm64 on PyPI (solves issues
+ [#447] and [#574]).
+- Renewed documentation, with fixes for the broken links and examples,
+ an improved section on the installation process, and without the
+ deprecation/sunsetting section (solves issues [#438], [#471], [#527]
+ and [#568]).
+- Optional argument `encoding_errors` for `Basemap.readshapefile` method
+ (PR [#554] by @guziy, implements request [#552]).
+- Optional argument `cachedir` for `Basemap.arcgisimage` method to allow
+ caching of ArcGIS image downloads (PR [#562] by @JoepdeJong).
+
+### Changed
+- Upgrade bundled GEOS library to 3.6.5.
+- Create optional library requirements files:
+ - `requirements-owslib.txt` for optional dependency `OWSLib`.
+ - Set `OWSLib` lower limit to 0.28.1 for Python 3.6+ due to
+ vulnerability [CVE-2023-27476].
+ - `requirements-pillow.txt` for optional dependency `pillow`:
+ - Upgrade `pillow` upper limit to 10.2.0.
+- Update library dependencies:
+ - Upgrade upper limit for `numpy` to 1.27.0.
+ - Upgrade upper limit for `matplotlib` to 3.9.0.
+ - Downgrade upper limit for `pyproj` to 2.2.0 for Python 2.7.
+ - Set dependency on `packaging` as replacement for `distutils`.
+- Update build dependencies:
+ - Upgrade upper limit for `Cython` to 3.1.
+- Update doc dependencies and require at least Python 3.8 for them:
+ - Upgrade upper limit for `sphinx` to 7.2.
+ - Upgrade upper limit for `furo` to 2023.9.11.
+ - Move dependency on `netCDF4` to `requirements-doc.txt`.
+ - Set dependency on `cftime` explicitly in `requirements-doc.txt`.
+ - Set dependency on `scipy` explicitly in `requirements-doc.txt`.
+- Update lint dependencies:
+ - Downgrade upper limit for `flake8` to 6.2.
+ - Upgrade upper limit for `astropy` to 3.1.
+ - Upgrade lower limit for `pylint` to 3.1.
+- Update test dependencies:
+ - Upgrade upper limit for `pytest` to 7.5.
+ - Upgrade upper limit for `coverage` to 7.4.
+ - Upgrade upper limit for `pytest-cov` to 4.2.
+
+### Fixed
+- Reimplement `matplotlib` version checks without using `distutils` and
+ remove old switches related to unsupported `matplotlib` versions.
+- Hide `FutureWarning` in `Basemap.arcgisimage` and `Basemap.wmsimage`
+ methods due to old initialisation EPSG string used with `pyproj.Proj`.
+- Fix `DeprecationWarning` in `Basemap.imshow` and `Basemap.shiftdata`
+ methods.
+- Fix `DeprecationWarning` in internal function `_validated_ll`.
+- Set MSVC 14.0 (VS2015) to build the `_geoslib` module in the
+ precompiled Windows wheels (PR [#565]).
+- Fix `_geoslib.pyx` compilation with Cython 3.0+ using the compiler
+ directive "legacy_implicit_noexcept" (PR [#593] by @musicinmybrain).
+- Fix `_geoslib.pyx` syntax to comply with newer compilers such as
+ Clang 16 and GCC 14 (PR [#595] by @fweimer-rh).
+- Apply basic cleanup of `_geoslib.pyx` source code (i.e. basic linting,
+ removal of commented code, version update).
+- Fix breaking change from `matplotlib` 3.8 due to the promotion of
+ `QuadContourSet` objects into `Artist` objects, which affected
+ `Basemap.contour`, `Basemap.contourf` and `Basemap.nightshade`
+ (solves issue [#594], thanks to @qianwu2 and @rcomer).
+
+### Removed
+- Use of unicode literals within the library.
+- Attribute `__version__` in `mpl_toolkits.basemap.proj` module.
+- Module `mpl_toolkits.basemap.test`, whose content is migrated to the
+ test suite in the `test` folder.
+- Dependency on `dedent` function (either as alias of `inspect.cleandoc`
+ or the deprecated `matplotlib.cbook.dedent`) to write multi-line error
+ messages.
+
+## [1.3.9] - 2023-12-26
+
+### Fixed
+- Fix `GeosLibrary` wrapper to also work with CMake >= 3.27.0 and
+ Python 2.7 on Windows by adding '/MANIFEST:NO' to override the new
+ default '/MANIFEST:EMBED,ID=2' provided to linker.
+- Fix broken `Proj.__call__` when the input arguments are provided as
+ a combined single array.
+- Fix flipped coastlines with pseudocylindrical projections when `lon_0`
+ is greater than 0 deg (solves issues [#443] and [#463], thanks to
+ @YilongWang).
+- Fix `antialiased` argument being ignored in `Basemap.drawcounties` and
+ `Basemap.readshapefile` (solves issue [#501], thanks to @TheFizzWare).
+- Fix `BaseGeometry.intersection` in `_geoslib` so that it also works
+ with `GEOS_GEOMETRYCOLLECTION` objects returned by `GEOSIntersection`
+ (solves issue [#566], where country boundaries are missing due to this
+ bug, thanks to @guidocioni).
+- Fix bug with elliptical maps causing warped images (Blue Marble,
+ ETOPO, Shaded Relief) to be shown behind the map background when the
+ map boundary is not initialised manually (solves issue [#577], thanks
+ to @YilongWang).
+- Fix references to removed `numpy.float` alias (solves issue [#589],
+ thanks to @quickbrett).
+- Fix wrong reference to `ireland.py` example in FAQ, which should be
+ `hires.py` instead, and fix wrong use of locals and invalid syntax
+ in this example (solves issue [#592], thanks to @timcoote).
+
+## [1.3.8] - 2023-08-18
+
+### Changed
+- Upgrade `numpy` upper pin to 1.26.
+- Upgrade `pyproj` upper pin to 3.7.
+- Upgrade optional `pillow` upper pin to 10.1.0.
+- Upgrade documentation and linting dependencies.
+
+### Fixed
+- Fix Cygwin build error due to GCC passing `"--enable-new-dtags"` to
+ the linker (PR [#582] by @DWesl, solves issue [#579]).
+- Fix deprecated `Image.ANTIALIAS` with `Image.LANCZOS` when `pillow`
+ version is at least 10.0.0 (PR [#580] by @cgohlke).
+- Downgrade upper pin for Cython requirement from 3.1 to 3.0 due to
+ build error triggered by `_geoslib.pyx` (solves issues [#581] and
+ [#583]).
+- Downgrade `numpy` lower pin to `numpy >= 1.21` for Python >= 3.8,
+ whose upgrade is delayed until `basemap` 1.4.0.
+
+## [1.3.7] - 2023-05-04
+
+### Changed
+- Upgrade `numpy` upper pin to 1.25.
+- Upgrade `matplotlib` upper pin to 3.8 (solves issue [#573]).
+- Upgrade `pyproj` upper pin to 3.6.
+- Upgrade test dependency `netCDF4` upper pin to 1.7.
+- Upgrade test dependency `pillow` lower pin to 9.4 due to vulnerability
+ [CVE-2022-45198].
+
+## [1.3.6] - 2022-10-31
+
+### Added
+- Support for Python 3.11 (PR [#563], solves issue [#561]).
+- Optional argument `toolset` in `GeosLibrary.build` method.
+
+### Changed
+- Upgrade `matplotlib` upper pin to 3.7.
+- Upgrade `pyproj` upper pin to 3.5.
+
+### Fixed
+- Set MSVC 14.0 (VS2015) to build the GEOS library bundled in the
+ precompiled Windows wheels (PR [#564]).
+
+## [1.3.5] - 2022-10-25
+
+### Fixed
+- Fix broken array slicing inside `addcyclic` (PR [#559], solves issue
+ [#555], thanks to @fragkoul).
+- Fix `GeosLibrary` wrapper to also work with GEOS >= 3.7.0 on Windows
+ and GNU/Linux.
+- Fix wrong Antarctica coastline boundary with GEOS >= 3.9.0 (PR [#560],
+ solves issue [#522]).
+
+## [1.3.4] - 2022-08-10
+
+### Changed
+- Upgrade `numpy` upper pin to 1.24.
+- Upgrade `pyshp` upper pin to 2.4.
+- Upgrade `sphinx` upper pin to 5.0 and require at least Python 3.6 to
+ build the docs.
+
+### Fixed
+- Update `numpy` build dependency to ensure that builds also work on
+ MacOS (fixes issue [#547], thanks to @SongJaeIn for testing).
+- Fix broken implementation of `Basemap.arcgisimage` (PR [#548], solves
+ issues [#481], [#546] and [#591]).
+- Enforce up-to-date `numpy` dependency when possible:
+ - Set `numpy >= 1.19` for Python == 3.6 due to `numpy` vulnerabilities
+ [CVE-2021-41495] and [CVE-2021-41496].
+ - Set `numpy >= 1.22` for Python >= 3.8 due to `numpy` vulnerability
+ [CVE-2021-34141].
+- Enforce up-to-date `pillow` dependency when possible:
+ - Set `pillow >= 9.0.1` for Python >= 3.7 due to `pillow`
+ vulnerability [CVE-2022-24303].
+
+## [1.3.3] - 2022-05-11
+
+### Changed
+- Reformat `basemap.cm` using `flake8` and `black`.
+
+### Fixed
+- Fix issue in `drawcoastlines` with shape of vertices array
+ (PR [#538] by @guziy, fixes issue [#512]).
+- Fix setup to identify GEOS dylib on MacOS correctly (PR [#541],
+ fixes issue [#539], thanks to @ronaldbradford and @CaffreyR for
+ testing).
+
+### Removed
+- Remove dependency on `six` (PR [#537], fixes issue [#536]).
+
+## [1.3.2] - 2022-02-10
+
+### Added
+- Add `"/usr/lib/x86_64-linux-gnu"` to list of candidate locations to
+ search the GEOS library during installation.
+
+### Changed
+- Split lint and test requirements into two separate files.
+
+### Fixed
+- Fix setup encoding comment to deal with corner case under PowerShell.
+- Enforce dependency `numpy >= 1.21` for Python >= 3.7 due to `numpy`
+ vulnerability [CVE-2021-33430].
+- Fix wrong marker for `unittest2` in development requirements.
+- Fix `sdist` so that packages can be built from source distributions
+ (PR [#532] by @DWesl, fixes [#444] and [#533]).
+- Specify Cython language level for `_geoslib` extension explicitly.
+- Enforce up-to-date `pillow` dependency when possible:
+ - `pillow >= 9.0.0` for Python >= 3.7 due to `pillow` vulnerabilities
+ [CVE-2022-22815], [CVE-2022-22816] and [CVE-2022-22817].
+ - `pillow >= 8.3.2` for Python >= 3.6 due to `pillow` vulnerabilities
+ [CVE-2020-35653], [CVE-2020-35654], [CVE-2020-35655],
+ [CVE-2021-23437], [CVE-2021-25287], [CVE-2021-25288],
+ [CVE-2021-25290], [CVE-2021-25291], [CVE-2021-25292],
+ [CVE-2021-25293], [CVE-2021-27921], [CVE-2021-27922],
+ [CVE-2021-27923], [CVE-2021-28675], [CVE-2021-28676],
+ [CVE-2021-28677], [CVE-2021-28678] and [CVE-2021-34552].
+ - `pillow >= 7.1.0` for Python >= 3.5 due to `pillow` vulnerabilities
+ [CVE-2020-10177], [CVE-2020-10378], [CVE-2020-10379],
+ [CVE-2020-10994] and [CVE-2020-11538].
+ - `pillow >= 6.2.2` For Python == 2.7 due to `pillow` vulnerabilities
+ [CVE-2019-16865], [CVE-2019-19911], [CVE-2020-5310],
+ [CVE-2020-5311], [CVE-2020-5312] and [CVE-2020-5313].
+
+### Removed
+- Remove deprecation notices (issue [#527]).
+
+## [1.3.1] - 2022-01-22
+
+### Added
+- Support for Python 3.10 (issues [#530] and [#531]).
+
+### Changed
+- Upgrade `numpy` upper pin to 1.23.
+- Upgrade `matplotlib` upper pin to 3.6.
+- Upgrade development requirements for Python 3.10.
+- Move `doc` folder into `packages/basemap`.
+
+### Fixed
+- Fix error message when trying to load high- and full-resolution datasets
+ without installing the `basemap-data-hires` package.
+
+## [1.3.0] - 2021-12-28
+
+### Added
+- Precompiled binary wheels available in PyPI.
+- Complete workflow to build the project wheels for Windows and
+ GNU/Linux using GitHub Actions.
+
+### Changed
+- Reorganise the package structure. In summary, the former `basemap`
+ package is split in three:
+ - `basemap` itself contains the Python modules.
+ - `basemap-data` contains the mandatory data assets required by
+ `basemap` to provide minimal functionality.
+ - `basemap-data-hires` contains the high-resolution data assets.
+
+ This change together with the precompiled binary wheels in PyPI should
+ solve most of the former installation problems (see issues [#403],
+ [#405], [#422], [#436], [#445], [#456], [#461], [#488], [#489],
+ [#491], [#510], [#513], [#525], [#526] and [#535]).
+- Upgrade default GEOS library dependency to 3.5.1.
+- Update and clarify licenses. In summary:
+ - `basemap`: MIT license.
+ - GEOS bundled dynamic library is under the LGPL-2.1-only license.
+ - `basemap-data`: LGPL-3.0-or-later.
+ - The EPSG file and the JPG images are also under the MIT license.
+ - `basemap-data-hires`: LGPL-3.0-or-later.
+
+### Fixed
+- Fix `Basemap.pcolormesh` for `"ortho"` projection (PR [#476]).
+- Fix `Basemap.arcgisimage` for cylindrical coordinates (PR [#505]).
+- Force `setup.py` to cythonize `_geoslib.pyx` at compile time (issues
+ [#487], [#518] and [#521]).
+- Update `README` files and apply corrections and changes to outdated
+ content (issue [#179]).
+
+### Removed
+- Bundled GEOS source code. The same source code can be downloaded using
+ the `GeosLibrary` class in `utils` (issue [#228]).
+- Precompiled `_geoslib.c` file (issue [#437]).
+
+## [1.2.2] - 2020-08-04
+
+### Fixed
+- Some incompatibilities with `matplotlib` v3.3+.
+- Some incompatibilities with newer `libgeos` versions (tested against v1.6.1).
+- Some incompatibilities with the `make.py`.
+
+## [1.2.1] - 2019-08-08
+
+### Added
+- Some documentation updates.
+
+### Fixed
+- More compatibility bugfixes.
+- Fix a bug introduced in v[1.1.0] in `addcyclic`.
+
+## [1.2.0] - 2018-09-26
+
+### Fixed
+- Mostly compatibility bugfixes.
+- Fix build using `zsh` as shell instead of `bash` (issues [#362] and [#383]).
+
+## [1.1.0] - 2017-05-04
+
+### Added
+- `drawmapscale` supports `"feet"` as an input unit (PR #289).
+- `nightshade` supports timezone-aware datetime objects as long as the
+ timezone is UTC. Still assumes timezone-naive objects are UTC as well
+ (issue #272).
+- Add `"textcolor"` kwarg to `drawmeridians` and `drawparallels` (issue #145).
+- Add `"facecolor"` keyword argument to `drawcounties` method; gives user
+ ability to fill counties with specified `matplotlib` color argument.
+
+### Changed
+- Update packaged data to use GSHHG v2.3.6 (PR #311 & #320).
+- Convert `pyshp` and `pyproj` into external dependencies (PR #234).
+- Don't assume grid is regular when adding cyclic point in `addcyclic`.
+ New kwargs `"axis"` and `"cyclic"` added. More than one array can be
+ handled at a time, as long as the last one is longitude (issue #139).
+- On non-Windows platforms, only link against libgeos C API (and not against
+ C++ API anymore; issue #140). This is recommended by the authors/maintainers
+ of GEOS. Also, this means that on e.g. Debian Linux, `basemap` can now be
+ installed from source simply using `pip install basemap` when the `libgeos`
+ packages are installed globally using the package management.
+
+### Fixed
+- Properly clip plots regardless of projection (issue #175).
+- Properly perform input validation/casting (issue #260).
+- Support newer versions of OWSLib (PR #259).
+- Use integer indexes (PR #246).
+- Stop `ResourceWarnings` for unclosed files in Python 3 (PR #244).
+- Fix for coastline drawing glitch (issue #123).
+- Fix `drawgreatcircle` bug so that lines exiting and reentering a projection
+ region don't draw horizontally across the map.
+
+## [1.0.7] - 2013-08-17
+
+### Added
+- Make `basemap` a namespace package (issue #114).
+- Include `mpl_toolkits/__init__.py`, since the one installed by `matplotlib`
+ is now inaccessible inside an egg (in 1.4.x).
+- Support for rotated pole transformation (`projection = "rotpole"`).
+
+### Changed
+- Update `pyproj` (with fixes to geodesic calculations).
+
+### Fixed
+- Fix `drawmeridians` so meridians reach edge of plot when map projection
+ region is *very* small (issue #113).
+- Fix `warpimage` with `"hammer"` projection (issue #100).
+- Fix tolerances for detecting jumps in meridians and parallels for
+ `"cyl"` and `"rotpole"` projections (issue #108).
+- Update `pyproj` (with fixes to geodesic calculations).
+- Fix clipping to map projection region done in `contourf` and `contour`
+ methods so it doesn't assume `x` and `y` are increasing (issue #110).
+
+## [1.0.6] - 2013-01-13
+
+### Added
+- Add `"epsg"` keyword for defining projections.
+- Add `"ellps"` keyword (`"rsphere"` ignored if `"ellps"` given).
+- Add `"linestyle"` keyword to all draw* methods.
+- Add support for cylindrical equal area (`"cea"`) projection.
+- Add `drawcounties` method (PR #65). Thanks to Patrick Marsh.
+- Add `arcgisimage` method for displaying background image retrieved from an
+ ArcGIS server using the REST API (requires using `"epsg"` keyword to define
+ projection).
+- Add `wmsimage` method for displaying background image retrieved from
+ an OGC-compliant WMS server using OWSLib (http://pypi.python.org/OWSLib)
+ (requires using `"epsg"` keyword to define projection).
+- Add `"latlon"` keyword to `plot` and `scatter` methods (PR #64).
+- Add module variable `"latlon_default"` that can be used to switch default
+ value of `"latlon"` kwarg to True, so that plotting methods can be passed
+ `lats` and `lons` (geographic coordinates in degrees) instead of `x` and `y`
+ (projection coordinates).
+
+### Changed
+- Update `pyproj` to version 1.9.3 (remove geographiclib Python code with
+ C code from `PROJ.4`).
+- Allow for latitude values slightly greater than 90 to exist in shapefiles,
+ (by truncating to 90). Still raise exception if latitude exceeds 90.01.
+- Make `drawcoastlines` use line segments instead of coastline polygons, to
+ avoid *thickening* of lines around edges of map.
+
+### Fixed
+- Fix `drawcounties` for Python 3.3.
+- Fix drawing of meridians and parallels in very small map regions (issue #79).
+- Fix `shiftdata` method so it shifts mask along with data (PR #68).
+- Fix bug that caused plotting to fail when `"latlon"` keyword is explicitly
+ set to False (PR #66).
+- Fix masking of grid cells outside the map projection in `contour` and
+ `contourf`. In these methods, all points outside the map projection region
+ were masked. This meant that if a grid cell was partly inside and partly
+ outside the map projection region, nothing was drawn, leaving a gap along the
+ edge of the map. This was particularly noticeable for very coarse resolution
+ grids. This commit only masks those points more than one grid length beyond
+ the edge of the map projection region (issue #88).
+
+## [1.0.5] - 2012-08-06
+
+### Added
+- Add `"latlon"` keyword to plotting methods. If `latlon = True`, `x` and `y`
+ values are assumed to longitudes and latitudes in degrees. The data and
+ longitudes are shifted to the map projection region (for cylindrical and
+ pseudo-cylindrical projections) using the `shiftdata` method, and lons/lats
+ are converted to map projection coords. Default value is False. New example
+ `shiftdata.py` added to illustrate usage (issue #54).
+
+### Fixed
+- Fix bug triggered when `drawlsmask` method was called more than once.
+- Fix further corner cases with splitting of parallels that cross
+ the dateline (issue #40).
+- Fix error in `contour` method that caused a bogus mask to be applied
+ to the data (issue #58).
+- Fix `bluemarble` and `warpimage` methods to account for change in orientation
+ of arrays returned to `matplotlib` function `pil_to_array` (issue #51).
+- Fix glitch with drawing meridians and filling coastline polygons with
+ `"omerc"` projection that includes pole.
+
+## [1.0.4] - 2012-06-13
+
+### Fixed
+- Fix bug that caused Europe coastlines to disappear from some maps
+ (evident from `nytolondon.py` example).
+- Fix splitting of parallels in conic projections that cross the dateline
+ (issue 40).
+
+## [1.0.3] - 2012-05-18
+
+### Added
+- Add `"alpha"` keyword to `fillcontinents` (to set transparency).
+- Add `"k_0"` keyword for `"tmerc"` projection so UTM zones can be created.
+ Also can be used with `"lcc"`, `"omerc"` and `"stere"`. Add `utmtest.py`
+ example.
+- Add `streamplot` method, along with `streamplot_demo.py` example.
+- Add `Basemap` attributes `boundarylats` abd `boundarylons` (arrays
+ describing map boundaries; useful for illustrating map projection
+ region on another map). Example illustrating usage `make_inset.py` added.
+- Add `"round"` keyword to `Basemap.__init__` for pole-centered projections
+ to make them round (clipped at `boundinglat`) instead of square.
+- Add `hexbin` method, along with `hexbin_demo.py` example.
+- Add `"kav7"` (Kavrayskiy VII) and `"eck4"` (Eckert IV) projections (PR #9).
+
+### Changed
+- Update GEOS from 3.3.1 to 3.3.3.
+- Upgrade PROJ.4 source to version 4.8.0 and `pyproj` to version 1.9.2. New
+ `pyproj` source from pyproj.googlecode.com includes more robust and accurate
+ pure Python code for geodesic computations from `geographiclib`.
+- Update coastlines, rivers, political boundaries to GSHHS 2.2.0/GMT 4.5.7.
+ The `fillcontinents` bug (filling the outside instead of the inside of a
+ coastline polygon) is now much harder to trigger.
+- Make `drawmapboundary` use axes `"bgcolor"` as default `"fill_color"`. If
+ no color fill is wanted, set `"fill_color"` to `'none'` (a string).
+
+### Fixed
+- Fix some more Python 3 compatibility issues (all examples now work with
+ Python 3.2).
+- Fix broken daynight terminator function.
+- Bug in `drawparallels` that results in `KeyError` when drawing parallels
+ very close together (0.1 degrees).
+- Bugs in celestial projections and non-standard sphere radii (PR #6).
+- Fix constant in Robinson projection (update `PJ_robin.c` from PROJ.4 SVN).
+- Fix typo in `setup.py` (replace `"!= ['sdist','clean']"` with
+ `"not in ['sdist','clean']"`).
+- Clip coastlines for `"nplaea"`, `"npaeqd"`, `"splaea"`, `"spaeqd"` in
+ stereographic coordinates to avoid South America disappearing in some
+ south polar plots.
+- Make sure `drawmeridians` can handle wrap-around (so that if projection is
+ defined in -180 to 0 and user asks for meridians from 180 to 360 to be drawn,
+ it should work). Only affects projections `"mill"`, `"gall"`, `"merc"` and
+ `"cyl"`.
+
+## 1.0.2 (git tag v1.0.2)
+
+- Update included GEOS from 3.2.0 to 3.3.1 so it compiles with GCC 4.6.
+- Add `colorbar` method that uses `axes_grid` toolkit to create colorbar axes.
+- Replace `hasattr(arr,'mask')` with `numpy.ma.isMA(arr)`.
+- Update docs and move to `matplotlib.github.com/basemap`.
+- Add optional 1.25, 2.5 and 10 minute land/sea masks (derived from GSHHS
+ coastline data). `"resolution"` and `"grid"` kwargs added to `drawlsmask` and
+ maskoceans. `"resolution"` can be `"c"`, `"l"`, `"i"`, `"h"` or `"f"`,
+ `"grid"` can be 1.25, 2.5, 5 or 10.
+- Update `shapefile.py` from pyshp.googlecode.com to r72.
+- Change default land-sea mask (now derived directly from GSHHS coastline data,
+ default is 5 minutes use coastline resolution `"l"`). Default for plotting
+ lakes is now True.
+- Add `etopo` method (similar to `bluemarble`, but plots etopo relief image
+ from www.ngdc.noaa.gov/mgg/global as a map background).
+- Add `shadedrelief` method (similar to `bluemarble`, but plots shaded relief
+ image from naturalearthdata.com as a map background).
+- Replace `pyshapelib` with pure-Python `shapelib.py` from
+ pyshp.googlecode.com. Allows full Python 3 compatibility.
+- Fix `doc/conf.py` to use inheritance_diagram from Sphinx, not `matplotlib`.
+- Fix `drawlsmask` so cylindrical projections work correctly when longitude
+ range outside of -180 to 180.
+- Python 3 compatibility.
+- Add `lic_demo.py` to examples (line integral convolution, requires
+ `scikit.vectorplot`).
+- Remove deprecated `NetCDFFile`.
+- Add `"zorder"` keyword to `drawmapscale`.
+- Change default value for `"lakes"` kwarg in `drawlsmask` from False to True
+ (**API change**).
+- Change default value for `"inlands"` kwarg in `maskoceans` from False to
+ True (**API change**).
+
+## 1.0.1 (svn revision 8967)
+
+- Regenerate C source with Cython 0.14.1.
+- Add new `allsky` example from Tom Loredo.
+- Add `"celestial"` keyword: if True, astronomical convention for longitude is
+ used (negative for 'east', positive for 'west'); `celestial=True` implies
+ `resolution=None` (no continents or coastlines).
+- Improve placement of labels for parallels for pseudo-cylindrical projections
+ like Mollweide and Hammer.
+- Add support for Hammer projection (required adding inverse projection to
+ PROJ.4 src in `src/PJ_hammer.c`).
+- Update `src/pj_mutex.c` from PROJ.4 svn to fix a threading bug on Windows.
+- If you try to transform NaNs to/from map projection coords, 1.e30 is returned
+ (previously, this caused a segfault for some projections).
+- Deprecate `NetCDFFile` function, will be removed in 1.0.2. Issue warning
+ advising users to use `netcdf4-python` instead.
+- Deleting an item from the dicts returned by `drawparallels` and
+ `drawmeridians` removes the corresponding parallel or meridian (and
+ associated labels) from the plot.
+- Add a `remove` method to the tuples that are returned in the dicts returned
+ by `drawparallels` and `drawmeridians`.
+
+## 1.0.0 (svn revision 8531)
+
+- Don't force `adjustable="box"` so `Basemap` is compatible with `AxesGrid`.
+ Add `fcstmaps_axesgrid.py` example.
+- Add support for plotting on unstructured grids using keyword `"tri"` in
+ `pcolor`, `contour`, and `contourf` methods (which then forward to
+ `tripcolor`, `tricontour`, and `tricontourf` axes methods).
+ `examples/ploticos.py` added.
+- Let continents that fill the whole map be filled.
+- Add option for cubic spline interpolation in `interp` function (order=3)
+ using `scipy.ndimage`.
+- Add "near-sided perspective" projection for a satellite view at an
+ arbitrary altitude.
+- Patch from Stephane Raynaud to pass format string to `drawmapscale`, and
+ allow `units="m"`.
+- Update PROJ.4 source to version 4.7.0, `pyproj` to 1.8.6.
+- Add `is_land` method to check whether a point is over land or water.
+- GEOS-3.1.1 now required. 3.2.0 source included (instead of 2.2.3).
+- `shiftgrid` no longer requires a cyclic point to be present (patch from Eric
+ Bruning).
+- Fix `date2index` bugs.
+- Update `date2index` function with a bugfix from `netcdf4-python`.
+- In `contourf` method, mask data outside map projection region (this prevents
+ `contourf` from erroneously filling entire map).
+- Add `nightshade` method to shade night regions on a map. `daynight.py`
+ example added to illustrate usage.
+- Add `lonmin` and `lonmax` instance variables.
+
+## 0.99.4 (svn revision 7332)
+
+- Replace `ax.frame` with `ax.spines` to maintain compatibility with
+ `matplotlib` spines support.
+- Add `"latmax"` kwarg to `drawparallels` and `drawmeridians` (patch from Chris
+ Murphy).
+- Add new example `plotmap_shaded.py` (shaded relief plot).
+- Add new example `plothighsandlows.py`.
+- Add `"fix_aspect"` kwarg to `Basemap.__init__`, when False `axes.set_aspect`
+ is set to `"auto"` instead of default `"equal"`. Can be used to make plot
+ fill whole plot region, even if the plot region doesn't match the aspect
+ ratio of the map region.
+- Add `date2index` function.
+- Update `netcdftime` to 0.7.1.
+- Add `maskoceans` function.
+- Update `pupynere` to version 1.0.8 (supports writing large files).
+- Add more informative error message in `readshapefile` when one of the
+ shapefile components can't be found.
+
+## 0.99.3 (svn revision 6780)
+
+- If upper-right/lower-left corners nor width/height given for azimuthal
+ equidistant (`"aeqd"`), the whole world is drawn in a circle (only works for
+ perfect spheres, not ellipsoids).
+- Make `setup.py` check for already installed `pyshapelib` (just like it does
+ for `httplib2` and `pydap`).
+- `Basemap` will now look for its data in `BASEMAPDATA`. If that environment
+ variable is not set, it will fall back to its default location.
+- If `readshapefile` is called with `drawbounds=True`, a `LineCollection`
+ object is appended to the returned tuple.
+- Make sure `drawmapscale` method returns a list of objects that can be
+ iterated over to remove them from the plot.
+- `fillcontinents` was returning just last `Polygon` instance. Now returns a
+ list of all `Polygon` instances.
+- Pass `bluemarble`/`warpimage` kwargs to `imshow` and return `Image` instance.
+
+## 0.99.2 (svn revision 6541)
+
+- Fix `drawlsmask` method so that it works for cylindrical projections with
+ limits outside (-180, 180).
+- Add `"scale"` keyword to `bluemarble` and `warpimage` methods to downsample
+ image background.
+- Make `"lat_ts"` default to 0 for Mercator.
+- Now can specify just `lon_0` for all cylindrical projections (to produce
+ global map centered on `lon_0`).
+- Add `save_background.py` example, showing how to re-use a map background
+ without redrawing coastlines.
+- Add `embedding_map_in_wx.py` example (courtesy of Mauro Cavalcanti).
+- Add masked array support to `shiftgrid` function (thanks to Jesper Larsen).
+- Defer import of netcdf stuff till it is needed (in `NetCDFFile` function).
+- Add McBryde-Thomas Flat Polar Quartic (`projection = "mbtfpq"`), Gall
+ Stereographic Cylindrical (`projection = "gall"`) and van der Grinten
+ (`projection = "vandg"`).
+- Fix bugs in `warpimage` and `bluemarble` methods for several projections.
+- Bugfix patch for `rotate_vector` from David Huard. David also contributed the
+ beginnings of a test suite.
+- Make sure scatter method sets pyplot color mappable.
+- Add `cubed_sphere` example.
+- Update `NetCDFFile` to use `pupynere` 1.0.2 (now can write as well as read!).
+- Now works with GEOS version 3.
+- Add `Basemap` instance variable `proj4string`.
+- `testgdal.py` example now uses gdal to read topo data from a raster DEM file
+ and ogr to read state boundaries from a shape file.
+- `warpimage` method can now handle gray-scale images, and images specifed as
+ URLs (for example, the Blue Marble images from
+ http://earthobservatory.nasa.gov/Newsroom/BlueMarble/BlueMarble_monthlies.html).
+
+## 0.99.1 (svn revision 5961)
+
+- GEOS-2.2.3 patched for compatibility with GCC 4.3.
+- Add `barbs` method to draw wind barbs on the map.
+- Add `tissot` method for generating Tissot's indicatrix (see example
+ `plot_tissot.py`).
+- Fix processing of coastlines for gnomonic projection.
+- Don't try to use PyNIO in `NetCDFFile` (it was causing too many suprises).
+- Start of improved documentation using Sphinx/docutils. Can be viewed at
+ http://matplotlib.sf.net/basemap/doc/html
+- Change default behaviour of `num2date` and `date2num` to be the same as
+ `matplotlib` counterparts.
+
+## 0.99.0 (svn revision 5344)
+
+- Fix to `warpimage` method for API change in `matplotlib` 0.98.0.
+- Update `pyproj` to 1.8.6.
+- Fix bug in `NetCDFFile` creating masked arrays when both `_FillValue` and
+ `missing_value` exist.
+- `drawparallels` and `drawmeridians` return a dictionary containing the
+ `Line2D` and `Text` instances associated with each lat or lon.
+- `drawcoastlines`, `drawcountries` and friends now have `PatchCollection`
+ return values.
+- Make sure `_nolabel_` set on coastlines, countries, states, rivers, parallels
+ and meridians so they are not included in a legend.
+- Add `drawmapscale` method to create a map scale bar similar to that available
+ with the GMT's psbasemap.
+- Now lives in `mpl_toolkits.basemap` (**API change**). Instead of
+ `from matplotlib.toolkits.basemap import Basemap`, use
+ `from mpl_toolkits.basemap import Basemap`. All examples changed. Uses
+ `matplotlib mpl_toolkits` namespace package, so `basemap` can now be
+ installed if `matplotlib` is installed as an egg. Python 2.3 support
+ re-enabled.
+- Change `_geos` to `_geoslib`, so as not to conflict with the Python module
+ bundled with the GEOS library.
+- Some fixes/enhancements for `"omerc"` projection (added `"no_rot"` flag).
+- Add `warpimage` method for displaying an image background. Default is NASA's
+ blue marble image, which is included.
+
+## 0.9.9.1 (svn revision 4808)
+
+- Require Python 2.4 (really only needed for building). Once namespace packages
+ are re-enabled in matplotlib, Python 2.3 should work again.
+
+## 0.9.9 (svn revision 4799)
+
+- Updated PROJ.4 sources to version 4.6.0.
+- Remove hidden dependency on `setuptools` (in `dap` module).
+- Fix exception handling bug in code that looks for intersection between
+ boundary feature and map projection region.
+- `setup.py` now looks for GEOS library in a few standard places (/usr/local,
+ /opt, $HOME, /sw) if the `GEOS_DIR` environment variable is not set. This is
+ a workaround for a new Leopard 'feature' (sudo does not inherit enviroment
+ variables).
+- Add support for reading `Point` and `MultiPoint` shapes from ESRI shapefiles.
+- Now automatically draws figure if running in interactive mode (so `draw()`
+ does not need to be called explicitly in IPython).
+- Add `num2date` and `date2num` functions, which use included `netcdftime`
+ module.
+
+## 0.9.8 (svn revision 4526)
+
+- Fixes for filling continents in orthographic projection.
+- Add `"maskandscale"` kwarg to `NetCDFFile` to optionally turn off automatic
+ masking and rescaling of variable data.
+- `NetCDFFile` will try to use PyNIO if installed and the file cannot be read
+ with `pupynere`. This allows GRIB1, GRIB2, HDF4 and HDFEOS2 files to be read.
+- `"fmt"` kwarg to `drawparallels` and `drawmeridians` can now be a custom
+ string formatting function (example `customticks.py` demonstrates usage).
+- Remove `"linestyle"` kwarg from `drawparallels` and `drawmeridians` (it never
+ did anything anyway since it was overridden by the `"dashes"` kwarg).
+- Modify `NetCDFFile` to use `dap` module to read remote datasets over http.
+ Include `dap` and `httplib2` modules.
+- Modify `NetCDFFile` to automatically apply `"scale_factor"` and
+ `"add_offset"`, and return masked arrays masked where `data == missing_value`
+ or `data == _FillValue`.
+- Add `"fill_color"` option to `drawmapboundary`, to optionally fill the map
+ projection background a certain color.
+- Add `"sstanom"` colormap from
+ http://www.ghrsst-pp.org/GHRSST-PP-Data-Tools.html
+
+## 0.9.7 (svn revision 4422)
+
+- Fix bug in `drawlsmask` for `"moll"`, `"robin"` and `"sinu"` projections.
+- Add `"lake_color"` keyword to `fillcontinents`.
+- Fix a bug in the `"tmerc"` projection.
+- Add pure-Python `NetCDFFile` reader from Roberto De Almeida to `basemap`
+ namespace (from `matplotlib.toolkits.basemap import NetCDFFile`).
+- Add support for full-resolution boundaries (will be a separate download).
+ Full-res files (totaling around 100 MB) available in SVN.
+- High-resolution boundaries now included.
+- Postpone processing of countries, states and river boundaries until a draw is
+ requested. Only the coastlines are processed in `__init__`.
+- Use a Cython interface to the GEOS library (http://geos.refractions.net,
+ LGPL-2.1 license) to find geometries that are within map projection region.
+ This speeds up instance creation for small map regions and high resolution
+ coastlines. Boundary datasets now in binary format (I/O is faster). Requires
+ GEOS version 2.2.3, source code included.
+- Remove all numerix imports.
+- Fix `rotate_vector` so it works in S. Hem and for non-orthogonal grids.
+ Support for masked velocity vectors also added. (EF)
+- Numpification. (EF)
+
+## 0.9.6 (svn revision 3888)
+
+- Fix `addcyclic` function so it handles masked arrays.
+- Labelling of meridians and parallels now works with very small map regions
+ (less than 0.2 degrees square).
+- Subregions of the globe may be specified with
+ `llcrnrlat, llcrnrlon, urcrnrlat, urcrnrlon` keywords for `"ortho"` and
+ `"geos"` (illustrated by `examples/geos_demo_2.py`).
+- Add `"labelstyle"` keyword to `drawparallels` and `drawmeridians`. If set to
+ `"+/-"`, labels are given prefixed by `"+"` or `"-"`, instead of suffixed
+ with `"N"`, `"S"`, `"E"` or `"W"`. Useful for astronomical plots, where there
+ is no such thing as north, south, east or west.
+- Add support for geostationary satellite projection (`projection = "geos"`),
+ contributed by Scott Sinclair. Illustrated by `examples/geos_demo.py`.
+- Add a bunch of extra colormaps (mostly from GMT), and a script to plot them
+ (`examples/show_colormaps.py`). To import new colormaps, use
+ `from matplotlib.toolkits.basemap import cm`.
+- Orthographic projection only defined for perfect sphere, raise an error if
+ user tries to use an ellipsoid.
+- Print a warning in `contour` and `contourf` in situations that may
+ result in a screwy looking plot (`x` not monotonically increasing,
+ because the data wraps around the edge of the plot). The warning
+ suggests using the `shiftgrid` function to recenter the data on the
+ map projection region.
+- Fix `setup.py` so it works properly with Python 2.3, and on Windows.
+- Add `"zorder"` keyword to `drawmeridians`, `drawparallels`, `drawcoastlines`,
+ `drawstates`, `drawcountries`, `drawrivers`, `readshapefile` and
+ `fillcontinents`.
+- `numpy` now required.
+- Added `"srs"` (spatial reference system) instance variable.
+- Update `pyproj` to version 1.8.3. Now uses `pyproj.Geod` for Great Circle
+ calculations. PROJ.4 data files now included.
+- Make sure axes ticks are always turned off, unless `noticks=False` is set
+ when creating a `Basemap` instance.
+
+## 0.9.5 (svn revision 3083) - 2007-03-14
+
+- Fix examples to conform to 'one show() per script' rule.
+- Intermediate coastlines now installed by default. `basemap-data` is no longer
+ a separate package (couldn't figure out how to manage the egg). If the `"h"`
+ res boundaries are needed, the data files must be manually put in place by
+ the user. `BASEMAP_DATA_PATH` environment variable is no longer used.
+- Reorganize data files so that `bdist_egg` includes the data. `setup-data.py`
+ now used to install the high-res data files.
+- Make sure PROJ.4 returns 1.e30 instead of `HUGE_VAL` for undefined
+ transformations (`HUGE_VAL` is inf on most platforms, which gets
+ embedded in the postscript, resulting in a un-renderable file).
+- Use `typedef Py_ssize_t` if necessary (ADS).
+- Rename `pyproj.so` to `_pyproj.so`, add a Python wrapper `pyproj.py` and
+ move `pyproj` into `matplotlib.toolkits.basemap`.
+
+## 0.9.4 - 2006-11-17
+
+- Add "Tissot's indicatrix" example.
+- `"extent"` keyword was erroneously being passed to `pcolor`.
+- Update PROJ.4 source files to version 4.5.0.
+- Update `pyproj` to version 1.8.0 (better error handling).
+
+## 0.9.3 - 2006-10-17
+
+- Update `pyproj.c` to be compatible with Python 2.5.
+- Add new example `ccsm_popgrid.py` (contributed by Ivan Lima).
+
+## 0.9.2 - 2006-08-31
+
+- Fix several bugs in `drawlsmask` method.
+- Remove buggy optimizations for cylindrical projections not crossing the
+ Greenwich meridian.
+- Can now specify map projection region in `Basemap.__init__` by setting
+ width and height in projection coordinates (in meters) instead of
+ specifying lat/lon of upper-right and lower-left corners (**API change**).
+
+## 0.9.1 - 2006-07-27
+
+- Make sure `llcrnrlat` and `llcrnrlon` are not at poles for Mercator.
+- Use Eric Firing's new `quiver` in `Basemap.quiver` method.
+- `interp` functions now work with masked arrays.
+- Add some sanity checks for projection parameters.
+- Change from classic to new-style classes.
+- Remove deprecated `createfigure` method.
+- Fix some creeping `numpy`'isms (which caused breakage when `numarray` or
+ `Numeric` were used).
+
+## 0.9.0 - 2006-06-09
+
+- Update for new `matplotlib` aspect ratio handling. Now maps will always have
+ the correct aspect ratio.
+- If `"resolution"` keyword is set to None when a `Basemap` instance is
+ created, no boundary data sets are needed (methods to draw boundaries, like
+ `drawcoastlines`, will raise an exception).
+- Rename `proj4` module to `pyproj` to avoid conflicts with `proj4` module
+ from CDAT.
+- Deprecate `createfigure` method, since maps will now automatically have the
+ correct aspect ratio.
+- Add new projections Xpstere, Xplaea, Xpaeqd (where X can be n or s). These
+ are special-case, polar-centric versions of the stereographic, lambert
+ azimuthal equal area and azimuthal equidistant projections that don't require
+ you specify the lat/lon values of the lower-left and upper-right corners.
+- Fix bugs in `plot`, `scatter` and `mapboundary` methods for Miller,
+ cylindrical and Mercator projections.
+- `"crude"` and `"low"` resolution boundary datasets now installed by default.
+ `basemap_data` package now only needed to get `"intermediate"` and `"high"`
+ resolution datasets.
+- Move all packages under single `lib/` directory so that setuptools' "develop"
+ command works properly.
+- Add sinusoidal projection.
+- Bilinear interpolation routines can return masked arrays with values outside
+ range of data coordinates masked.
+- New examples:
+ - `warpimage.py`: warping an image to different map projections.
+ - `polarmaps.py`: simplified polar projections.
+ - `garp.py`: 'World According to Garp' maps.
+- Add `pcolormesh` method.
+- Add `drawlsmask` method for masking oceans and/or land areas.
+- Add 5-minute land-sea mask dataset.
+
+## 0.8.2 - 2006-02-22
+
+- Minor bugfixes, mostly in examples.
+
+## 0.8.1 - 2006-02-03
+
+- Huge speedups for `numpy` (no significant differences for `Numeric` and
+ `numarray`).
+
+## 0.8.0 - 2006-01-14
+
+- Add `numpy` compatibility.
+
+## 0.7.2.1 - 2005-11-18
+
+- There was a problem running examples that read pickle files. The pickle files
+ were created with `numarray`, and the data would not be read correctly using
+ `Numeric`. Fixed so that pickles are created with `Numeric` and `Numeric` is
+ used to read them.
+
+## 0.7.2 - 2005-10-18
+
+- No longer requires `numarray` (`interp` function no longer uses
+ `numarray.nd_image`). This means that `interp` does not accept `"mode"` and
+ `"cval"` any longer (**API change**). `"order"` keyword must be 0 or 1.
+- Modify to work with the new `ContourSet` returned by `contour` and
+ `contourf`.
+- Turn off axes frame by default for non-rectangular projections (`"ortho"`,
+ `"robin"` and `"moll"`).
+- Add `createfigure` method to create a figure with the same aspect ratio as
+ the map using `pylab.figure`.
+- Reset subplot.params defaults so that default axes rectangle will have both
+ a width and height of 0.9 (this ensures that the figure size determines that
+ aspect ratio of the plot).
+- Make `readshapefile` method raise an exception if the vertices look like they
+ are not in geographic (lat/lon) coordinates.
+
+## 0.7.1 - 2005-09-21
+
+- Fix several bugs in meridian/parallel labelling and cylindrical projections
+ that crossed Greenwich were not being handled properly.
+- Add `"fmt"` kwarg to `drawmeridians` and `drawparallels` (default is `"%g"`).
+- Fix bug in `readshapefile` that prevented boundaries from being drawn for
+ `"cyl"`, `"merc"` or `"miller"` projections when the map region did not cross
+ the Greenwich meridian.
+- Modify `imshow` method so `"origin"` keyword is accepted (it was always set
+ to `"lower"` previously).
+- Add `testgdal.py` example showing how to plot raster geospatial data with
+ `gdal` module (gdal.maptools.org).
+- Meridians and parallels labelled correctly when
+ `rcParams["text.usetext"] = True`.
+
+## 0.7.0 - 2005-09-14
+
+- Optimizations to reduce the time it takes to create a `Basemap` class
+ instance (now nearly 4 times faster when using `resolution="i"`).
+- Add `"h"` (high) resolution boundary data.
+- Add datasets for major rivers, "drawrivers" class method.
+- Fix some errors in boundaries datasets.
+- Boundary datasets now installed in a separate package.
+- Should now handle Numeric to numarray conversions internally, so removed
+ warning when `rcParams["numerix"] != "numarray"`.
+- Change default `"area_thresh"` so it depends on coastline resolution
+ (10000 for `"c"` declining to 10 for `"h"`).
+
+## 0.6.2 - 2005-09-01
+
+- Warning issued if numerix = 'Numeric' (a user reported crashes due to botched
+ Numeric --> numarray conversions).
+- Changes to PROJ.4 wrapper to make `Basemap` instances pickle-able.
+
+## 0.6.1 - 2005-08-14
+
+- Add `hurrtracks.py` example (plot hurricane tracks from shapefile).
+- Now includes `pyshapelib` (extracted from Thuban source).
+
+## 0.6.0 - 2005-08-11
+
+- SF bug #1254163 (make sure lat/lon limits of projection are floats).
+ `wiki_example.py` and `plotclimdiv.py` examples added.
+- Add `readshapefile` method for reading and plotting data from ESRI shapefiles
+ (requires `pyshapelib` from Thuban). `plotclimdiv.py` is an example that
+ illustrates this.
+
+## 0.5.2 - 2005-06-28
+
+- Fix bug in meridian labelling when lon > 360 or lon < -180.
+- Add `"ax"` keyword to `Basemap.__init__`. This will set default axis
+ instance, which can be overridden by using `"ax"` keyword in method calls
+ (**API change**).
+
+## 0.5.1 - 2005-06-26
+
+- Add `"ax"` keyword to most `Basemap` methods to allow use of a pre-existing
+ `Axes` instance. Default is still to use the current instance.
+- Full control of font properties for parallel and meridian labels (now uses
+ unicode instead of mathtext for degree symbol). Replace `"font"` and
+ `"fontsize"` keyword args for `drawparallels` and `drawmeridians` replaced by
+ `**kwargs`, which is passed directly to `Axes.text` method (**API change**).
+
+## 0.5.0 - 2005-06-02
+
+- Add Orthographic, Mollweide and Robinson projections.
+- Add `drawmapboundary` method to draw a line around the map projection
+ region.
+- Add `"suppress_ticks"` keyword to `Basemap.__init__` It's True by default,
+ but can be set to False if you want to label ticks in native map projection
+ coordinates.
+- Add `rotate_vector` method to rotate vectors to map projection coordinates
+ (without interpolation, as in `transform_vector` method).
+- Modified `pcolor`, `contour`, `contourf` methods to use masked arrays.
+- Now requires matplotlib v0.81.
+- `drawparallels` and `drawmeridians` methods now take optional keyword
+ arguments `"xoffset"` and `"yoffset"`, which control how far from the edge of
+ the map labels are drawn.
+- Make `llcrnrlon`, `llcrnrlat`, `urcrnrlon` and `urcrnrlat` optional
+ keyword arguments in `Basemap.__init__` (**API change**).
+
+## 0.4.3 - 2005-05-11
+
+- Add Oblique Mercator.
+- Great circle calculations now use Vincenty's equations for an ellipsoid.
+
+## 0.4.2 - 2005-05-10
+
+- Remove `"preserve_magnitude"` keyword from `transform_vector`. Now
+ `transform_vector` does a simple rotation of the vector from geographic
+ to map coordinates, preserving the vector magnitude (**API change**).
+- Fix minor bugs in Miller and Mercator projections.
+- Add Gnomonic, Cassini-Soldner and Polyconic projections (now 13 projections
+ supported).
+
+## 0.4.1 - 2005-05-09
+
+- Fix Miller projection being erroneously referred to by the name `"miller"`
+ instead of `"mill"`.
+- Add the ability to specify the major and minor sphere radii by specifying the
+ `"rsphere"` keyword in `__init__` to be a tuple instead of a scalar.
+
+## 0.4.0 - 2005-05-05
+
+- Add support for miller cylindrical, equidistant conic, and azimuthal
+ equidistant projections.
+- Fix bugs in coastline drawing and continent filling methods.
+
+## 0.3.3 - 2005-04-27
+
+- Modify `fillcontinents` to not fill lakes (they are actually still filled,
+ but with axis background color).
+
+## 0.3.2 - 2005-04-20
+
+- Code cleanups.
+- Docstring typo fixes.
+- Environment variable `BASEMAP_DATA_PATH` can now be used to point to data
+ files in a non-standard install (i.e using `--prefix` or `--home`).
+
+## 0.3.0 - 2005-04-15
+
+- Add `transform_scalar` and `transform_vector` methods for interpolating
+ scalar and vector fields to a map projection grid.
+- Add `shiftgrid` and `addcyclic` convenience functions.
+- Add `quiver_demo.py` example illustrating how to plot wind vectors on a map.
+- Update examples to use `transform_scalar` instead of calling `interp`
+ directly.
+- Change Mercator `x` coordinate units from degrees to meters.
+- `setup.py` now installs data in Python version-numbered directory (so you
+ can have separate copies for different Python versions).
+- Fix aspect ratio of mercator plots.
+- Add `set_axes_limits`, `plot`, `scatter`, `contourf`, `contour`, `pcolor` and
+ `quiver` methods.
+- `axes` instance no longer a method argument to any `Basemap` method,
+ `gca` is called to obtain the current axes instance instead (**API change**).
+
+## 0.2.1 - 2005-04-10
+
+- Add `gcpoints` and `drawgreatcircles` methods.
+- Add intermediate resolution coastline and political boundary databases.
+- Fix bug in filling continents.
+- Fix bug in drawing parallels/meridians.
+- Add `ireland.py` example.
+
+## 0.2.0 - 2005-04-04
+
+- `drawparallels` and `drawmeridians` can now draw labels at edge of map.
+
+## 0.1.2 - 2005-03-31
+
+- Now can handle negative longitudes (patch from Michael Brady).
+- `basemap.interp` can now handle irregular (but still rectilinear) lat/lon
+ grids.
+
+## 0.1.0 - 2005-02-03
+
+- First release on SF.
+
+## 2005-02-02
+
+- Change `LineCollections.color` to `set_color` in a try/except block.
+ (color was a typo in 0.71 and is deprecated).
+
+## 2005-01-30
+
+- No user visible changes. Uses new pyrex generated C extension interface
+ to PROJ.4 which is twice as fast as the Thuban one.
+
+## 2005-01-24
+
+- Some code reorganisation.
+- Fix bugs in S. Hem. projections.
+- `Basemap` instance variables `xmin, xmax, ymin, ymax` renamed to
+ `llcrnrx, urcrnrx, llcrnry, urcrnry`.
+- Add `__call__` and makegrid methods to `Basemap` class.
+
+## 2005-01-21
+
+- PROJ.4 is now called via a C-library interface, instead of using the proj
+ command-line tool via `os.popen`.
+
+## 2005-01-19
+
+- Fix glitches in drawing of parallels and meridians.
+
+
+[#621]:
+https://github.com/matplotlib/basemap/pull/621
+[#620]:
+https://github.com/matplotlib/basemap/pull/620
+[#619]:
+https://github.com/matplotlib/basemap/pull/619
+[#618]:
+https://github.com/matplotlib/basemap/pull/618
+[#615]:
+https://github.com/matplotlib/basemap/pull/615
+[#614]:
+https://github.com/matplotlib/basemap/pull/614
+[#608]:
+https://github.com/matplotlib/basemap/issues/608
+[#604]:
+https://github.com/matplotlib/basemap/issues/604
+[#598]:
+https://github.com/matplotlib/basemap/pull/598
+[#595]:
+https://github.com/matplotlib/basemap/pull/595
+[#594]:
+https://github.com/matplotlib/basemap/issues/594
+[#593]:
+https://github.com/matplotlib/basemap/pull/593
+[#592]:
+https://github.com/matplotlib/basemap/issues/592
+[#591]:
+https://github.com/matplotlib/basemap/issues/591
+[#590]:
+https://github.com/matplotlib/basemap/issues/590
+[#589]:
+https://github.com/matplotlib/basemap/issues/589
+[#583]:
+https://github.com/matplotlib/basemap/issues/583
+[#582]:
+https://github.com/matplotlib/basemap/pull/582
+[#581]:
+https://github.com/matplotlib/basemap/issues/581
+[#580]:
+https://github.com/matplotlib/basemap/pull/580
+[#579]:
+https://github.com/matplotlib/basemap/issues/579
+[#577]:
+https://github.com/matplotlib/basemap/issues/577
+[#576]:
+https://github.com/matplotlib/basemap/pull/576
+[#574]:
+https://github.com/matplotlib/basemap/issues/574
+[#573]:
+https://github.com/matplotlib/basemap/issues/573
+[#568]:
+https://github.com/matplotlib/basemap/issues/568
+[#566]:
+https://github.com/matplotlib/basemap/issues/566
+[#565]:
+https://github.com/matplotlib/basemap/pull/565
+[#564]:
+https://github.com/matplotlib/basemap/pull/564
+[#563]:
+https://github.com/matplotlib/basemap/pull/563
+[#562]:
+https://github.com/matplotlib/basemap/pull/562
+[#561]:
+https://github.com/matplotlib/basemap/issues/561
+[#560]:
+https://github.com/matplotlib/basemap/pull/560
+[#559]:
+https://github.com/matplotlib/basemap/pull/559
+[#555]:
+https://github.com/matplotlib/basemap/issues/555
+[#554]:
+https://github.com/matplotlib/basemap/pull/554
+[#552]:
+https://github.com/matplotlib/basemap/issues/552
+[#548]:
+https://github.com/matplotlib/basemap/pull/548
+[#547]:
+https://github.com/matplotlib/basemap/issues/547
+[#546]:
+https://github.com/matplotlib/basemap/issues/546
+[#541]:
+https://github.com/matplotlib/basemap/pull/541
+[#539]:
+https://github.com/matplotlib/basemap/issues/539
+[#538]:
+https://github.com/matplotlib/basemap/pull/538
+[#537]:
+https://github.com/matplotlib/basemap/pull/537
+[#536]:
+https://github.com/matplotlib/basemap/issues/536
+[#535]:
+https://github.com/matplotlib/basemap/issues/535
+[#533]:
+https://github.com/matplotlib/basemap/issues/533
+[#532]:
+https://github.com/matplotlib/basemap/pull/532
+[#531]:
+https://github.com/matplotlib/basemap/issues/531
+[#530]:
+https://github.com/matplotlib/basemap/issues/530
+[#527]:
+https://github.com/matplotlib/basemap/issues/527
+[#526]:
+https://github.com/matplotlib/basemap/issues/526
+[#525]:
+https://github.com/matplotlib/basemap/issues/525
+[#522]:
+https://github.com/matplotlib/basemap/issues/522
+[#521]:
+https://github.com/matplotlib/basemap/issues/521
+[#518]:
+https://github.com/matplotlib/basemap/issues/518
+[#513]:
+https://github.com/matplotlib/basemap/issues/513
+[#512]:
+https://github.com/matplotlib/basemap/issues/512
+[#510]:
+https://github.com/matplotlib/basemap/issues/510
+[#505]:
+https://github.com/matplotlib/basemap/pull/505
+[#501]:
+https://github.com/matplotlib/basemap/issues/501
+[#491]:
+https://github.com/matplotlib/basemap/issues/491
+[#489]:
+https://github.com/matplotlib/basemap/issues/489
+[#488]:
+https://github.com/matplotlib/basemap/issues/488
+[#487]:
+https://github.com/matplotlib/basemap/issues/487
+[#481]:
+https://github.com/matplotlib/basemap/issues/481
+[#476]:
+https://github.com/matplotlib/basemap/pull/476
+[#471]:
+https://github.com/matplotlib/basemap/issues/471
+[#463]:
+https://github.com/matplotlib/basemap/issues/463
+[#461]:
+https://github.com/matplotlib/basemap/issues/461
+[#456]:
+https://github.com/matplotlib/basemap/issues/456
+[#447]:
+https://github.com/matplotlib/basemap/issues/447
+[#445]:
+https://github.com/matplotlib/basemap/issues/445
+[#444]:
+https://github.com/matplotlib/basemap/issues/444
+[#443]:
+https://github.com/matplotlib/basemap/issues/443
+[#438]:
+https://github.com/matplotlib/basemap/issues/438
+[#437]:
+https://github.com/matplotlib/basemap/issues/437
+[#436]:
+https://github.com/matplotlib/basemap/issues/436
+[#422]:
+https://github.com/matplotlib/basemap/issues/422
+[#405]:
+https://github.com/matplotlib/basemap/issues/405
+[#403]:
+https://github.com/matplotlib/basemap/issues/403
+[#383]:
+https://github.com/matplotlib/basemap/issues/383
+[#362]:
+https://github.com/matplotlib/basemap/issues/362
+[#286]:
+https://github.com/matplotlib/basemap/issues/286
+[#228]:
+https://github.com/matplotlib/basemap/issues/228
+[#179]:
+https://github.com/matplotlib/basemap/issues/179
+
+[Unreleased]:
+https://github.com/matplotlib/basemap/compare/v1.4.1...develop
+[1.4.1]:
+https://github.com/matplotlib/basemap/compare/v1.4.0...v1.4.1
+[1.4.0]:
+https://github.com/matplotlib/basemap/compare/v1.3.9...v1.4.0
+[1.3.9]:
+https://github.com/matplotlib/basemap/compare/v1.3.8...v1.3.9
+[1.3.8]:
+https://github.com/matplotlib/basemap/compare/v1.3.7...v1.3.8
+[1.3.7]:
+https://github.com/matplotlib/basemap/compare/v1.3.6...v1.3.7
+[1.3.6]:
+https://github.com/matplotlib/basemap/compare/v1.3.5...v1.3.6
+[1.3.5]:
+https://github.com/matplotlib/basemap/compare/v1.3.4...v1.3.5
+[1.3.4]:
+https://github.com/matplotlib/basemap/compare/v1.3.3...v1.3.4
+[1.3.3]:
+https://github.com/matplotlib/basemap/compare/v1.3.2...v1.3.3
+[1.3.2]:
+https://github.com/matplotlib/basemap/compare/v1.3.1...v1.3.2
+[1.3.1]:
+https://github.com/matplotlib/basemap/compare/v1.3.0...v1.3.1
+[1.3.0]:
+https://github.com/matplotlib/basemap/compare/v1.2.2rel...v1.3.0
+[1.2.2]:
+https://github.com/matplotlib/basemap/compare/v1.2.1rel...v1.2.2rel
+[1.2.1]:
+https://github.com/matplotlib/basemap/compare/v1.2.0rel...v1.2.1rel
+[1.2.0]:
+https://github.com/matplotlib/basemap/compare/v1.1.0...v1.2.0rel
+[1.1.0]:
+https://github.com/matplotlib/basemap/compare/v1.0.7rel...v1.1.0
+[1.0.7]:
+https://github.com/matplotlib/basemap/compare/v1.0.6rel...v1.0.7rel
+[1.0.6]:
+https://github.com/matplotlib/basemap/compare/v1.0.5rel...v1.0.6rel
+[1.0.5]:
+https://github.com/matplotlib/basemap/compare/v1.0.4rel...v1.0.5rel
+[1.0.4]:
+https://github.com/matplotlib/basemap/compare/v1.0.3rel...v1.0.4rel
+[1.0.3]:
+https://github.com/matplotlib/basemap/tree/v1.0.3rel
+
+[CVE-2024-28219]:
+https://nvd.nist.gov/vuln/detail/CVE-2024-28219
+[CVE-2023-50447]:
+https://nvd.nist.gov/vuln/detail/CVE-2023-50447
+[CVE-2023-27476]:
+https://nvd.nist.gov/vuln/detail/CVE-2023-27476
+[CVE-2022-45198]:
+https://nvd.nist.gov/vuln/detail/CVE-2022-45198
+[CVE-2022-24303]:
+https://nvd.nist.gov/vuln/detail/CVE-2022-24303
+[CVE-2022-22817]:
+https://nvd.nist.gov/vuln/detail/CVE-2022-22817
+[CVE-2022-22816]:
+https://nvd.nist.gov/vuln/detail/CVE-2022-22816
+[CVE-2022-22815]:
+https://nvd.nist.gov/vuln/detail/CVE-2022-22815
+[CVE-2021-41496]:
+https://nvd.nist.gov/vuln/detail/CVE-2021-41496
+[CVE-2021-41495]:
+https://nvd.nist.gov/vuln/detail/CVE-2021-41495
+[CVE-2021-34552]:
+https://nvd.nist.gov/vuln/detail/CVE-2021-34552
+[CVE-2021-34141]:
+https://nvd.nist.gov/vuln/detail/CVE-2021-34141
+[CVE-2021-33430]:
+https://nvd.nist.gov/vuln/detail/CVE-2021-33430
+[CVE-2021-28678]:
+https://nvd.nist.gov/vuln/detail/CVE-2021-28678
+[CVE-2021-28677]:
+https://nvd.nist.gov/vuln/detail/CVE-2021-28677
+[CVE-2021-28676]:
+https://nvd.nist.gov/vuln/detail/CVE-2021-28676
+[CVE-2021-28675]:
+https://nvd.nist.gov/vuln/detail/CVE-2021-28675
+[CVE-2021-27923]:
+https://nvd.nist.gov/vuln/detail/CVE-2021-27923
+[CVE-2021-27922]:
+https://nvd.nist.gov/vuln/detail/CVE-2021-27922
+[CVE-2021-27921]:
+https://nvd.nist.gov/vuln/detail/CVE-2021-27921
+[CVE-2021-25293]:
+https://nvd.nist.gov/vuln/detail/CVE-2021-25293
+[CVE-2021-25292]:
+https://nvd.nist.gov/vuln/detail/CVE-2021-25292
+[CVE-2021-25291]:
+https://nvd.nist.gov/vuln/detail/CVE-2021-25291
+[CVE-2021-25290]:
+https://nvd.nist.gov/vuln/detail/CVE-2021-25290
+[CVE-2021-25288]:
+https://nvd.nist.gov/vuln/detail/CVE-2021-25288
+[CVE-2021-25287]:
+https://nvd.nist.gov/vuln/detail/CVE-2021-25287
+[CVE-2021-23437]:
+https://nvd.nist.gov/vuln/detail/CVE-2021-23437
+[CVE-2020-35655]:
+https://nvd.nist.gov/vuln/detail/CVE-2020-35655
+[CVE-2020-35654]:
+https://nvd.nist.gov/vuln/detail/CVE-2020-35654
+[CVE-2020-35653]:
+https://nvd.nist.gov/vuln/detail/CVE-2020-35653
+[CVE-2020-11538]:
+https://nvd.nist.gov/vuln/detail/CVE-2020-11538
+[CVE-2020-10994]:
+https://nvd.nist.gov/vuln/detail/CVE-2020-10994
+[CVE-2020-10379]:
+https://nvd.nist.gov/vuln/detail/CVE-2020-10379
+[CVE-2020-10378]:
+https://nvd.nist.gov/vuln/detail/CVE-2020-10378
+[CVE-2020-10177]:
+https://nvd.nist.gov/vuln/detail/CVE-2020-10177
+[CVE-2020-5313]:
+https://nvd.nist.gov/vuln/detail/CVE-2020-5313
+[CVE-2020-5312]:
+https://nvd.nist.gov/vuln/detail/CVE-2020-5312
+[CVE-2020-5311]:
+https://nvd.nist.gov/vuln/detail/CVE-2020-5311
+[CVE-2020-5310]:
+https://nvd.nist.gov/vuln/detail/CVE-2020-5310
+[CVE-2019-19911]:
+https://nvd.nist.gov/vuln/detail/CVE-2019-19911
+[CVE-2019-16865]:
+https://nvd.nist.gov/vuln/detail/CVE-2019-16865
diff --git a/Downloads/basemap-develop/FAQ b/Downloads/basemap-develop/FAQ
new file mode 100644
index 000000000..9ee747efe
--- /dev/null
+++ b/Downloads/basemap-develop/FAQ
@@ -0,0 +1,33 @@
+Q: It takes a long time to make a plot with the 'intermediate' or 'high'
+resolution coastlines, how can I speed it up?
+
+A: There is a overhead in processing boundary datasets when a Basemap
+class in created, and this overhead can be significant for the higher
+resolution boundaries. If you are makeing many maps for the same region,
+you only need to create you Basemap class instance once, then re-use it
+for each plot. If the plots are being created by different scripts, you
+can save the Basemap class instance to a Pickle on disk, then read it in
+whatever script needs it (it's much faster to read a pickle from disk than
+it is to create the Basemap instance originally). The hires.py example
+illustrates how to do this.
+
+Q: I have my own boundary dataset that I would like to use, how do I use
+it in place of (or in addition to) the built-in basemap boundary datasets?
+
+A: If your dataset is in ESRI shapefile format, this is relatively easy.
+Just create your Basemap class instance, then call the 'readshapefile'
+method on that instance to import your data. Setting 'drawbounds=True'
+will draw the boundaries in the shapefile. The fillstates.py example
+shows how to do this.
+
+Q: How do I specify the map projection region if I don't know what the
+latitude and longitudes of the corners are?
+
+A: As an alternative to specifying the lat/lon values for the upper-right
+and lower-left corners of the projection domain (using the llcrnrlat,
+llcrnrlon, urcrnrlat and urcrnrlon keywords) you can specify the center of
+the map projection domain (using the lat_0 and lon_0 keywords) and the
+width and height of the domain in map projection coordinates (meters)
+using the width and height keywords. Basemap will then calculate the
+corresponging values of llcrnrlat, llcrnrlon, urcrnrlat and urcrnrlon.
+Examples of this are given in the garp.py and setwh.py examples.
diff --git a/Downloads/basemap-develop/LICENSE b/Downloads/basemap-develop/LICENSE
new file mode 100644
index 000000000..120eb7e3f
--- /dev/null
+++ b/Downloads/basemap-develop/LICENSE
@@ -0,0 +1,21 @@
+Copyright (c) 2011-2014 Jeffrey Whitaker
+Copyright (c) 2015-2024 The Matplotlib development team
+
+Permission is hereby granted, free of charge, to any person obtaining
+a copy of this software and associated documentation files (the
+"Software"), to deal in the Software without restriction, including
+without limitation the rights to use, copy, modify, merge, publish,
+distribute, sublicense, and/or sell copies of the Software, and to
+permit persons to whom the Software is furnished to do so, subject to
+the following conditions:
+
+The above copyright notice and this permission notice shall be
+included in all copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND,
+EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF
+MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE
+LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION
+OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION
+WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
diff --git a/Downloads/basemap-develop/README.md b/Downloads/basemap-develop/README.md
new file mode 100644
index 000000000..21b98ad39
--- /dev/null
+++ b/Downloads/basemap-develop/README.md
@@ -0,0 +1,133 @@
+# Basemap
+
+Plot on map projections (with coastlines and political boundaries)
+using matplotlib.
+
+## Requirements
+
+Basic requirements are the following:
+
+* Python 2.6 (or higher)
+* [matplotlib](https://github.com/matplotlib/matplotlib)
+* [numpy](https://github.com/numpy/numpy)
+* [pyproj](https://github.com/pyproj4/pyproj)
+* [pyshp](https://github.com/GeospatialPython/pyshp)
+
+Optional requirements include:
+
+* [OWSLib](https://github.com/geopython/OWSLib). It is needed for the
+ method `Basemap.wmsimage`.
+
+* [Pillow](https://github.com/python-pillow/Pillow). It is needed for
+ the methods `Basemap.bluemarble`, `Basemap.etopo`,
+ `Basemap.shadedrelief` and `Basemap.warpimage`.
+
+## Installation
+
+The `basemap-data` and `basemap-data-hires` packages are available in
+PyPI and can be installed with [`pip`](https://pip.pypa.io/):
+```sh
+python -m pip install basemap-data
+python -m pip install basemap-data-hires
+```
+
+Precompiled `basemap` binary wheels for Windows and GNU/Linux
+(architectures x86 and x64, Python 2.7 and 3.5+) as well as for MacOS
+(architectures x64 and arm64, Python 3.9+) are also available in PyPI:
+```sh
+python -m pip install basemap
+```
+
+Otherwise, you will need to install `basemap` from its source hosted
+on GitHub as indicated in the following steps:
+
+1. Install pre-requisite Python modules:
+ - [cython](https://github.com/cython/cython)
+ - [numpy](https://github.com/numpy/numpy)
+
+2. Download the `basemap` source code and move to the `packages/basemap`
+ folder:
+ ```sh
+ git clone --depth 1 https://github.com/matplotlib/basemap.git
+ cd basemap/packages/basemap
+ ```
+
+3. Build the [GEOS](https://github.com/libgeos/geos) library. You may
+ use the helper provided in `utils`, (please note that you need
+ [`CMake`](https://cmake.org/) and a working C compiler in advance):
+ ```sh
+ export GEOS_DIR=
+ python -c "import utils; utils.GeosLibrary('3.6.5').build(installdir='${GEOS_DIR}')"
+ ```
+ or you can link directly to the system library if it is already
+ installed. `GEOS_DIR` must point to the GEOS installation prefix;
+ e.g. if `libgeos_c.so` is located in `/usr/lib` and `geos_c.h` is
+ located in `/usr/include`, then you must set `GEOS_DIR` to `/usr`.
+
+4. Build and install the `basemap` binary wheel:
+ ```sh
+ python -m pip install .
+ ```
+ On Linux, if your Python was installed through a package management
+ system, make sure that you have the Python header `Python.h` required
+ to build Cython extensions (e.g. on Debian-like systems, you should
+ have the package `python-dev` installed).
+
+5. Check that the package was installed correctly by executing:
+ ```sh
+ python -c "from mpl_toolkits.basemap import Basemap"
+ ```
+
+## License
+
+The source code and data assets are under the following licenses:
+
+* `basemap`: [MIT].
+ * GEOS bundled dynamic library is under the [LGPL-2.1-only] license.
+* `basemap-data`: [LGPL-3.0-or-later].
+ * The EPSG file and the JPG images are also under the [MIT] license.
+* `basemap-data-hires`: [LGPL-3.0-or-later].
+
+For a full description, please visit the `README` and `LICENSE` files of
+each package.
+
+[MIT]:
+https://spdx.org/licenses/MIT.html
+[LGPL-2.1-only]:
+https://spdx.org/licenses/LGPL-2.1-only.html
+[LGPL-3.0-or-later]:
+https://spdx.org/licenses/LGPL-3.0-or-later.html
+
+## Documentation
+
+See https://matplotlib.org/basemap/
+
+See scripts in `examples` directory for example usage.
+
+Read the FAQ and/or email the matplotlib-users mailing list if you have
+problems or questions.
+
+## Contact
+
+Ben Root
+
+Víctor Molina García ([@molinav](https://github.com/molinav))
+
+## Thanks
+
+Special thanks to John Hunter, Andrew Straw, Eric Firing, Rob Hetland,
+Scott Sinclair, Ivan Lima, Erik Andersen, Michael Hearne, Jesper Larsen,
+Ryan May, David Huard, Mauro Cavalcanti, Jonas Bluethgen, Chris Murphy,
+Pierre Gerard-Marchant, Christoph Gohlke, Eric Bruning, Stephane
+Raynaud, Tom Loredo, Patrick Marsh, Phil Elson, and Henry Hammond for
+valuable contributions.
+
+## Known bugs
+
+The `Basemap.fillcontinents` method doesn't always do the right thing.
+Matplotlib always tries to fill the inside of a polygon. Under certain
+situations, what is the inside of a coastline polygon can be ambiguous,
+and the outside may be filled instead of the inside. A workaround is to
+change the map projection region slightly or mask the land areas with
+the `Basemap.drawlsmask` method instead of filling the coastline
+polygons (this is illustrated in the `ortho_demo.py` example).
diff --git a/Downloads/basemap-develop/compare_dash_fix.py b/Downloads/basemap-develop/compare_dash_fix.py
new file mode 100644
index 000000000..0040ff926
--- /dev/null
+++ b/Downloads/basemap-develop/compare_dash_fix.py
@@ -0,0 +1,40 @@
+import matplotlib.pyplot as plt
+from mpl_toolkits.basemap import Basemap
+import numpy as np
+
+fig, axes = plt.subplots(1, 2, figsize=(10, 5))
+
+# Common settings
+llcrnrlon, llcrnrlat = -72, 41
+urcrnrlon, urcrnrlat = -67, 47
+parallels = np.arange(41., 47., 1.)
+
+# BEFORE FIX (simulate broken dashes)
+ax1 = axes[0]
+ax1.set_title("Before Fix (lines invisible)")
+m1 = Basemap(projection='cyl', resolution='l',
+ llcrnrlon=llcrnrlon, llcrnrlat=llcrnrlat,
+ urcrnrlon=urcrnrlon, urcrnrlat=urcrnrlat, ax=ax1)
+m1.drawcoastlines()
+for lat in parallels:
+ x, y = m1(np.linspace(llcrnrlon, urcrnrlon, 100), lat * np.ones(100))
+ l = plt.Line2D(x, y, linewidth=1.0)
+ l.set_dashes([1e-10, 1e-10]) # Buggy dash
+ ax1.add_line(l)
+
+# AFTER FIX (skip broken dashes)
+ax2 = axes[1]
+ax2.set_title("After Fix (lines visible)")
+m2 = Basemap(projection='cyl', resolution='l',
+ llcrnrlon=llcrnrlon, llcrnrlat=llcrnrlat,
+ urcrnrlon=urcrnrlon, urcrnrlat=urcrnrlat, ax=ax2)
+m2.drawcoastlines()
+for lat in parallels:
+ x, y = m2(np.linspace(llcrnrlon, urcrnrlon, 100), lat * np.ones(100))
+ l = plt.Line2D(x, y, linewidth=1.0)
+ l.set_dashes([1, 1]) # Fixed dash
+ ax2.add_line(l)
+
+plt.tight_layout()
+plt.savefig("dash_fix_comparison.pdf")
+print("Saved as dash_fix_comparison.pdf")
diff --git a/Downloads/basemap-develop/dash_fix_comparison.pdf b/Downloads/basemap-develop/dash_fix_comparison.pdf
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diff --git a/Downloads/basemap-develop/examples/README b/Downloads/basemap-develop/examples/README
new file mode 100644
index 000000000..297e96967
--- /dev/null
+++ b/Downloads/basemap-develop/examples/README
@@ -0,0 +1,168 @@
+Basemap example scripts
+
+allskymap_cr_example.py is an all-sky plot that uses the module allskymap.py
+to make sky maps used in astronomy.
+
+simpletest.py is the simple example given in the Basemap docstrings.
+
+simpletest_oo.py is the same example, but using the "OO" interface (does
+not import pylab).
+
+test.py exercises all the available map projections by plotting the etopo
+20 minute bathymetry/topography data using imshow.
+
+contour_demo.py demonstrates the use of filled contours with map projections.
+
+customticks.py shows how to create custom tick labels for a cylindrical
+projection.
+
+plotcities.py shows how to read and plot data from a shapefile containing
+Point data.
+
+plotmap.py is the example on the matplotlib 'screenshots' page (included
+in test.py) which shows the ETOPO topography as an image on a Lambert
+Conformal projection (using imshow).
+
+plotmap_shaded.py shows how to make a 'shaded relief' plot by specifying
+the location of a lightsource.
+
+plotmap_oo.py is a version of plotmap.py that does not import pylab - it uses
+the matplotlib OO interface instead.
+
+plotmap_masked.py is a version of plotmap.py that shows how to mask out
+portions of the plot (in this case the oceans) using pcolor and imshow.
+
+nytolondon.py shows how to draw a great circle on a map (NY to London)
+
+hires.py illustrates the use of the high-resolution coastlines, by
+drawing the coastlines, political boundaries and rivers of the British
+Isles. Shows how to pickle and re-load a Basemap class instance (useful
+for high-res coastlines when you are plotting the same small map region
+many times in different scripts).
+
+quiver_demo.py shows how to plot wind vectors on a map.
+
+barbs_demo.py shows how to plot wind barbs on a map.
+
+randompoints.py demonstrates the use of scatter to plot randomly distributed
+points on the earth.
+
+ortho_demo.py demonstrates the orthographic projection - you can interactively
+enter the reference lat/lon (the viewpoint of the satellite). Also shows
+how to plot the default 5 minute land-sea mask, specifying the colors
+to be used for land and ocean areas.
+
+geos_demo.py demonstrates the geostationary projection - you can interactively
+enter the reference longitude and height above the equator of the
+satellite.
+
+geos_demo_2.py demonstrates how to read in a geostationary satellite image
+from a jpeg file, then plot only a portion of the full earth (contributed
+by Scott Sinclair, requires PIL).
+
+geos_demo_3.py shows how to make a regional geostationary or orthographic
+plot, where part of the region is outside the projection limb.
+
+fcstmaps.py is a sample multi-panel plot that accesses
+data over http using the dap module. An internet connection is required.
+
+fcstmaps_axesgrid.py is the same as above, but illustrates the use
+of the AxesGrid toolkit.
+
+plotsst.py also uses dap client to access the data, and also illustrates
+how the NetCDFFile function deals with missing values.
+
+wiki_example.py is the example from the MatplotlibCookbook scipy wiki page
+(http://www.scipy.org/wikis/topical_software/MatplotlibCookbook/wikipage_view).
+
+fillstates.py is an example that shows how to draw
+and fill polygons (in this case U.S. States) from
+and ESRI shapefile.
+
+hurrtrack.py plots hurricane tracks from shapefile data
+(from nationalatlas.gov).
+
+testgdal.py is an example that shows how to plot GIS data
+using the gdal module (http://gdal.maptools.org).
+
+panelplot.py shows how to make multi-panel plots, taking special care to
+make sure that map aspect ratios are preserved (so you don't get squished
+and/or stretched maps).
+
+polarmaps.py illustrates the use of the special-case versions of the
+stereographic, lambert azimuthal equal area, azimuthal equidistant
+projections (prefixed by 'np' and 'sp').
+
+warpimage.py shows how to use an image as a map background with the
+'warpimage' and 'bluemarble' Basemap methods. Requires PIL.
+
+garp.py makes a 'World According to Garp' map - an azimuthal equidistant
+projection centered on a specified location. Straight lines from that
+location to any point on the map have true scale and show the shortest
+route. Shows how to use the 'width' and 'height' keywords
+to specify the map projection region (instead of specifying
+the lat/lon of the upper right and lower left corners).
+
+More examples of using the 'width' and 'height' keywords (instead of
+'llcrnrlat','llcrnrlon','urcrnrlat','urcrnrlon') are given in setwh.py.
+
+plot_tissot.py - tissot's indicatrix, shows the distorting effects of
+different map projections.
+
+animate.py shows how to make an animation.
+
+ccsm_popgrid.py shows how to plot data on 2d grids which are not
+rectilinear in map projection or geographic coordinates. The NCAR
+Parallel Ocean Program grid is used as an example.
+
+show_colormaps.py plots the extra colormaps included with basemap.
+
+plotprecip.py use nonlinear precip colormap included with basemap
+to make a rainfall plot.
+
+cubed_sphere.py - plot a "cubed globe" suitable for cutting and folding,
+a la http://www.progonos.com/furuti/MapProj/Normal/ProjPoly/Foldout/Cube/cube.html.
+
+run_all.py is a driver script that runs all the examples except fcstmaps.py,
+testgdal.py, geos_demo_2.py, warpimage.py, and pnganim.py (which
+rely on external dependencies and/or an internet connection).
+
+embedding_map_in_wx.py is an example of how to embed Basemap using wx or wxagg
+in a GUI application.
+
+save_background.py shows how to save a map background and reuse it in another
+figure (without having to redraw coastlines).
+
+maskoceans.py shows how to mask 'wet' areas on a plot.
+
+plothighsandlows.py shows to plot H's and L's at the local extrema of a pressure map
+(requires scipy).
+
+daynight.py shows how to shade the regions of a map where the sun has set.
+
+ploticos.py demonstrates plotting on unstructured grids.
+
+lic_demo.py shows how to use vectorplot scikit to visualize vector fields with
+Line Integral Convolutions (LIC).
+
+streamplot_demo.py shows how to use new matplotlib streamplot method to visualize wind fields.
+
+hexbin_demo.py shows how to plot scattered data using matplotlib hexbin function.
+
+make_inset.py shows how to make an inset showing the location of the map projection region
+from a global perspective.
+
+utmtest.py shows how to plot a UTM zone.
+
+shiftdata.py shows how to use the 'latlon' keyword to automatically transform to map
+projection coordinates and shift the data longitudinally to fit the map projection region.
+
+counties.py shows how to draw U.S. county boundaries.
+
+testarcgis.py tests using arcgisimage method to retrieve a background image from a
+ArcGIS server using the REST API.
+
+testwmsimage.py shows how to retrieve an image from a WMS server and display
+it on a map.
+
+test_rotpole.py shows how to plot regional climate model data in the native 'rotated pole' projection.
diff --git a/Downloads/basemap-develop/examples/allskymap.py b/Downloads/basemap-develop/examples/allskymap.py
new file mode 100644
index 000000000..e840b06c7
--- /dev/null
+++ b/Downloads/basemap-develop/examples/allskymap.py
@@ -0,0 +1,409 @@
+from __future__ import (absolute_import, division, print_function)
+
+from __future__ import unicode_literals
+"""
+AllSkyMap is a subclass of Basemap, specialized for handling common plotting
+tasks for celestial data.
+
+It is essentially equivalent to using Basemap with full-sphere projections
+(e.g., 'hammer' or 'moll') and the `celestial` keyword set to `True`, but
+it adds a few new methods:
+
+* label_meridians for, well, labeling meridians with their longitude values;
+
+* geodesic, a replacement for Basemap.drawgreatcircle, that can correctly
+ handle geodesics that cross the limb of the map, and providing the user
+ easy control over clipping (which affects thick lines at or near the limb);
+
+* tissot, which overrides Basemap.tissot, correctly handling geodesics that
+ cross the limb of the map.
+
+Created Jan 2011 by Tom Loredo, based on Jeff Whitaker's code in Basemap's
+__init__.py module.
+"""
+
+from numpy import *
+import matplotlib.pyplot as pl
+from matplotlib.pyplot import *
+from mpl_toolkits.basemap import Basemap
+import pyproj
+from pyproj import Geod
+
+__all__ = ['AllSkyMap']
+
+
+def angle_symbol(angle, round_to=1.0):
+ """
+ Return a string representing an angle, rounded and with a degree symbol.
+
+ This is adapted from code in mpl's projections.geo module.
+ """
+ value = np.round(angle / round_to) * round_to
+ if pl.rcParams['text.usetex'] and not pl.rcParams['text.latex.unicode']:
+ return r'$%0.0f^\circ$' % value
+ else:
+ return '%0.0f\N{DEGREE SIGN}' % value
+
+
+class AllSkyMap(Basemap):
+ """
+ AllSkyMap is a subclass of Basemap, specialized for handling common plotting
+ tasks for celestial data.
+
+ It is essentially equivalent to using Basemap with full-sphere projections
+ (e.g., 'hammer' or 'moll') and the `celestial` keyword set to `True`, but
+ it adds a few new methods:
+
+ * label_meridians for, well, labeling meridians with their longitude values;
+
+ * geodesic, a replacement for Basemap.drawgreatcircle, that can correctly
+ handle geodesics that cross the limb of the map, and providing the user
+ easy control over clipping (which affects thick lines at or near the
+ limb);
+
+ * tissot, which overrides Basemap.tissot, correctly handling geodesics that
+ cross the limb of the map.
+ """
+
+ # Longitudes corresponding to east and west edges, reflecting the
+ # convention that 180 deg is the eastern edge, according to basemap's
+ # underlying projections:
+ east_lon = 180.
+ west_lon = 180. + 1.e-10
+
+ def __init__(self,
+ projection='hammer',
+ lat_0=0., lon_0=0.,
+ suppress_ticks=True,
+ boundinglat=None,
+ fix_aspect=True,
+ anchor=str('C'),
+ ax=None):
+
+ if projection != 'hammer' and projection != 'moll':
+ raise ValueError('Only hammer and moll projections supported!')
+
+ # Use Basemap's init, enforcing the values of many parameters that
+ # aren't used or whose Basemap defaults would not be altered for all-sky
+ # celestial maps.
+ Basemap.__init__(self, llcrnrlon=None, llcrnrlat=None,
+ urcrnrlon=None, urcrnrlat=None,
+ llcrnrx=None, llcrnry=None,
+ urcrnrx=None, urcrnry=None,
+ width=None, height=None,
+ projection=projection, resolution=None,
+ area_thresh=None, rsphere=1.,
+ lat_ts=None,
+ lat_1=None, lat_2=None,
+ lat_0=lat_0, lon_0=lon_0,
+ suppress_ticks=suppress_ticks,
+ satellite_height=1.,
+ boundinglat=None,
+ fix_aspect=True,
+ anchor=anchor,
+ celestial=True,
+ ax=ax)
+
+ # Keep a local ref to lon_0 for hemisphere checking.
+ self._lon_0 = self.projparams['lon_0']
+ self._limb = None
+
+ def drawmapboundary(self, color='k', linewidth=1.0, fill_color=None,
+ zorder=None, ax=None):
+ """
+ draw boundary around map projection region, optionally
+ filling interior of region.
+
+ .. tabularcolumns:: |l|L|
+
+ ============== ====================================================
+ Keyword Description
+ ============== ====================================================
+ linewidth line width for boundary (default 1.)
+ color color of boundary line (default black)
+ fill_color fill the map region background with this
+ color (default is no fill or fill with axis
+ background color).
+ zorder sets the zorder for filling map background
+ (default 0).
+ ax axes instance to use
+ (default None, use default axes instance).
+ ============== ====================================================
+
+ returns matplotlib.collections.PatchCollection representing map boundary.
+ """
+ # Just call the base class version, but keep a copy of the limb
+ # polygon for clipping.
+ self._limb = Basemap.drawmapboundary(
+ self,
+ color=color,
+ linewidth=linewidth,
+ fill_color=fill_color,
+ zorder=zorder,
+ ax=ax)
+ return self._limb
+
+ def label_meridians(self, lons, fontsize=10, valign='bottom', vnudge=0,
+ halign='center', hnudge=0):
+ """
+ Label meridians with their longitude values in degrees.
+
+ This labels meridians with negative longitude l with the value 360-l;
+ for maps in celestial orientation, this means meridians to the right
+ of the central meridian are labeled from 360 to 180 (left to right).
+
+ `vnudge` and `hnudge` specify amounts in degress to nudge the labels
+ from their default placements, vertically and horizontally. This
+ values obey the map orientation, so to nudge to the right, use a
+ negative `hnudge` value.
+ """
+ # Run through (lon, lat) pairs, with lat=0 in each pair.
+ lats = len(lons) * [0.]
+ for lon, lat in zip(lons, lats):
+ x, y = self(lon + hnudge, lat + vnudge)
+ if lon < 0:
+ lon_lbl = 360 + lon
+ else:
+ lon_lbl = lon
+ pl.text(x, y, angle_symbol(lon_lbl), fontsize=fontsize,
+ verticalalignment=valign,
+ horizontalalignment=halign)
+
+ def east_hem(self, lon):
+ """
+ Return True if lon is in the eastern hemisphere of the map wrt lon_0.
+ """
+ if (lon - self._lon_0) % 360. <= self.east_lon:
+ return True
+ else:
+ return False
+
+ def geodesic(self, lon1, lat1, lon2, lat2, del_s=.01, clip=True, **kwargs):
+ """
+ Plot a geodesic curve from (lon1, lat1) to (lon2, lat2), with
+ points separated by arc length del_s. Return a list of Line2D
+ instances for the curves comprising the geodesic. If the geodesic does
+ not cross the map limb, there will be only a single curve; if it
+ crosses the limb, there will be two curves.
+ """
+
+ # TODO: Perhaps return a single Line2D instance when there is only a
+ # single segment, and a list of segments only when there are two segs?
+
+ # TODO: Check the units of del_s.
+
+ # This is based on Basemap.drawgreatcircle (which draws an *arc* of a
+ # great circle), but addresses a limitation of that method, supporting
+ # geodesics that cross the map boundary by breaking them into two
+ # segments, one in the eastern hemisphere and the other in the western.
+ gc = pyproj.Geod(a=self.rmajor, b=self.rminor)
+ az12, az21, dist = gc.inv(lon1, lat1, lon2, lat2)
+ npoints = int((dist + 0.5**del_s) / del_s)
+ # Calculate lon & lat for points on the arc.
+ lonlats = gc.npts(lon1, lat1, lon2, lat2, npoints)
+ lons = [lon1]
+ lats = [lat1]
+ for lon, lat in lonlats:
+ lons.append(lon)
+ lats.append(lat)
+ lons.append(lon2)
+ lats.append(lat2)
+ # Break the arc into segments as needed, when there is a longitudinal
+ # hemisphere crossing.
+ segs = []
+ seg_lons, seg_lats = [lon1], [lat1]
+ cur_hem = self.east_hem(lon1)
+ for lon, lat in zip(lons[1:], lats[1:]):
+ if self.east_hem(lon) == cur_hem:
+ seg_lons.append(lon)
+ seg_lats.append(lat)
+ else:
+ # We should interpolate a new pt at the boundary, but in
+ # the mean time just rely on the step size being small.
+ segs.append((seg_lons, seg_lats))
+ seg_lons, seg_lats = [lon], [lat]
+ cur_hem = not cur_hem
+ segs.append((seg_lons, seg_lats))
+ # Plot each segment; return a list of the mpl lines.
+ lines = []
+ for lons, lats in segs:
+ x, y = self(lons, lats)
+ if clip and self._limb:
+ line = plot(x, y, clip_path=self._limb, **kwargs)[0]
+ else:
+ line = plot(x, y, **kwargs)[0]
+ lines.append(line)
+ # If there are multiple segments and no color args, reconcile the
+ # colors, which mpl will have autoset to different values.
+ # *** Does this screw up mpl's color set sequence for later lines?
+ if 'c' not in kwargs or 'color' in kwargs:
+ if len(lines) > 1:
+ c1 = lines[0].get_color()
+ for line in lines[1:]:
+ line.set_color(c1)
+ return lines
+
+ def tissot(self, lon_0, lat_0, radius_deg, npts, ax=None, **kwargs):
+ """
+ Draw a polygon centered at ``lon_0,lat_0``. The polygon
+ approximates a circle on the surface of the earth with radius
+ ``radius_deg`` degrees latitude along longitude ``lon_0``,
+ made up of ``npts`` vertices.
+
+ The polygon represents a Tissot's indicatrix
+ (http://en.wikipedia.org/wiki/Tissot's_Indicatrix),
+ which when drawn on a map shows the distortion inherent in the map
+ projection. Tissots can be used to display azimuthally symmetric
+ directional uncertainties ("error circles").
+
+ Extra keyword ``ax`` can be used to override the default axis instance.
+
+ Other \\**kwargs passed on to matplotlib.patches.Polygon.
+
+ returns a list of matplotlib.patches.Polygon objects, with two polygons
+ when the tissot crosses the limb, and just one polygon otherwise.
+ """
+
+ # TODO: Just return the polygon (not a list) when there is only one
+ # polygon? Or stick with the list for consistency?
+
+ # This is based on Basemap.tissot, but addresses a limitation of that
+ # method by handling tissots that cross the limb of the map by finding
+ # separate polygons in the eastern and western hemispheres comprising
+ # the tissot.
+ ax = kwargs.pop('ax', None) or self._check_ax()
+ g = pyproj.Geod(a=self.rmajor, b=self.rminor)
+ az12, az21, dist = g.inv(lon_0, lat_0, lon_0, lat_0 + radius_deg)
+ start_hem = self.east_hem(lon_0)
+ segs1 = [self(lon_0, lat_0 + radius_deg)]
+ over, segs2 = [], []
+ delaz = 360. / npts
+ az = az12
+ last_lon = lon_0
+ # Note adjacent and opposite edge longitudes, in case the tissot
+ # runs over the edge.
+ if start_hem: # eastern case
+ adj_lon = self.east_lon
+ opp_lon = self.west_lon
+ else:
+ adj_lon = self.west_lon
+ opp_lon = self.east_lon
+ for n in range(npts):
+ az = az + delaz
+ # skip segments along equator (Geod can't handle equatorial arcs)
+ if np.allclose(
+ 0.,
+ lat_0) and (
+ np.allclose(
+ 90.,
+ az) or np.allclose(
+ 270.,
+ az)):
+ continue
+ else:
+ lon, lat, az21 = g.fwd(lon_0, lat_0, az, dist)
+ # If in the starting hemisphere, add to 1st polygon seg list.
+ if self.east_hem(lon) == start_hem:
+ x, y = self(lon, lat)
+ # Add segment if it is in the map projection region.
+ if x < 1.e20 and y < 1.e20:
+ segs1.append((x, y))
+ last_lon = lon
+ # Otherwise, we cross hemispheres.
+ else:
+ # Trace the edge of each hemisphere.
+ x, y = self(adj_lon, lat)
+ if x < 1.e20 and y < 1.e20:
+ segs1.append((x, y))
+ # We presume if adj projection is okay, opposite is.
+ segs2.append(self(opp_lon, lat))
+ # Also store the overlap in the opposite hemisphere.
+ x, y = self(lon, lat)
+ if x < 1.e20 and y < 1.e20:
+ over.append((x, y))
+ last_lon = lon
+ poly1 = Polygon(segs1, **kwargs)
+ ax.add_patch(poly1)
+ if segs2:
+ over.reverse()
+ segs2.extend(over)
+ poly2 = Polygon(segs2, **kwargs)
+ ax.add_patch(poly2)
+ return [poly1, poly2]
+ else:
+ return [poly1]
+
+
+if __name__ == '__main__':
+
+ # Note that Hammer & Mollweide projections enforce a 2:1 aspect ratio.
+ # Use figure size good for a 2:1 plot.
+ fig = figure(figsize=(12, 6))
+
+ # Set up the projection and draw a grid.
+ map = AllSkyMap(projection='hammer')
+ # Save the bounding limb to use as a clip path later.
+ limb = map.drawmapboundary(fill_color='white')
+ map.drawparallels(np.arange(-75, 76, 15), linewidth=0.5, dashes=[1, 2],
+ labels=[1, 0, 0, 0], fontsize=9)
+ map.drawmeridians(np.arange(-150, 151, 30), linewidth=0.5, dashes=[1, 2])
+
+ # Label a subset of meridians.
+ lons = np.arange(-150, 151, 30)
+ map.label_meridians(lons, fontsize=9, vnudge=1,
+ halign='left', hnudge=-1) # hnudge<0 shifts to right
+
+ # x, y limits are [0, 4*rt2], [0, 2*rt2].
+ rt2 = sqrt(2)
+
+ # Draw a slanted green line crossing the map limb.
+ line = plot([rt2, 0], [rt2, 2 * rt2], 'g-')
+
+ # Draw a slanted magenta line crossing the map limb but clipped.
+ line = plot([rt2 + .1, 0 + .1], [rt2, 2 * rt2], 'm-', clip_path=limb)
+
+ # Draw some geodesics.
+ # First a transparent thick blue geodesic crossing the limb but not clipped,
+ # overlayed by a thinner red geodesic that is clipped (by default), to
+ # illustrate the effect of clipping.
+ lines = map.geodesic(120, 30, 240, 60, clip=False, c='b', lw=7, alpha=.5)
+ lines = map.geodesic(240, 60, 120, 30, c='r', lw=3, alpha=.5)
+
+ # Next two large limb-crossing geodesics with the same path, but rendered
+ # in opposite directions, one transparent blue, the other transparent
+ # yellow. They should be right on top of each other, giving a greenish
+ # brown hue.
+ lines = map.geodesic(240, -60, 120, 30, c='b', lw=2, alpha=.5)
+ lines = map.geodesic(120, 30, 240, -60, c='y', lw=2, alpha=.5)
+
+ # What happens if a geodesic is given coordinates spanning more than
+ # a single rotation? Not sure what to expect, but it shoots off the
+ # map (clipped here). Perhaps we should ensure lons are in [0, 360].
+ # lines = map.geodesic(120, 20, 240+360, 50, del_s=.2, c='g')
+
+ # Two tissots fully within the limb.
+ poly = map.tissot(60, -15, 10, 100)
+ poly = map.tissot(280, 60, 10, 100)
+ # poly = map.tissot(90, -85, 10, 100)
+
+ # Limb-spanning tissots in each quadrant.
+ # lower left:
+ poly = map.tissot(170, -60, 15, 100)
+ # upper left:
+ poly = map.tissot(175, 70, 15, 100)
+ # upper right (note negative longitude):
+ poly = map.tissot(-175, 30, 15, 100, color='r', alpha=.6)
+ # lower right:
+ poly = map.tissot(185, -40, 10, 100)
+
+ # Plot the tissot centers as "+" symbols. Note the top left symbol
+ # would cross the limb without the clip_path argument; this might be
+ # desired to enhance visibility.
+ lons = [170, 175, -175, 185]
+ lats = [-60, 70, 30, -40]
+ x, y = map(lons, lats)
+ map.scatter(x, y, s=40, marker='+', linewidths=1, edgecolors='g',
+ facecolors='none', clip_path=limb, zorder=10) # hi zorder -> top
+
+ title('AllSkyMap demo: Clipped lines, markers, geodesics, tissots')
+ show()
diff --git a/Downloads/basemap-develop/examples/allskymap_cr_example.py b/Downloads/basemap-develop/examples/allskymap_cr_example.py
new file mode 100644
index 000000000..92d615f0d
--- /dev/null
+++ b/Downloads/basemap-develop/examples/allskymap_cr_example.py
@@ -0,0 +1,232 @@
+from __future__ import (absolute_import, division, print_function)
+
+"""
+Example of astronomical use of AllSkyMap class in allskymap.py module
+
+Plot an all-sky map showing locations of the 27 highest-energy ultra-high
+energy cosmic rays detected by the Auger (south) experiment as of Aug 2007,
+and locations of 18 (fictitious!) candidate sources. Indicate CR direction
+uncertainties and source scattering scales with tissots, and show the
+nearest candidate source to each CR with geodesics.
+
+Created 2011-02-07 by Tom Loredo
+"""
+
+try:
+ from cStringIO import StringIO
+except BaseException:
+ from io import StringIO
+import numpy as np
+from numpy import cos, sin, arccos, deg2rad, rad2deg
+import csv
+import re
+import sys
+
+import matplotlib.pyplot as plt
+from allskymap import AllSkyMap
+from matplotlib.colors import Normalize
+from matplotlib.colorbar import ColorbarBase
+import matplotlib.ticker as ticker
+
+
+class Source:
+ """
+ Parse and store data for a celestial source.
+ """
+
+ int_re = re.compile(r'^[-+]?[0-9]+$')
+ # float_re = re.compile(r'^[-+]?[0-9]*\.?[0-9]+([eE][-+]?[0-9]+)?$')
+
+ def __init__(self, id, year, day, l, b, sig=None, **kwds):
+ self.id = int(id)
+ self.year = int(year)
+ self.day = int(day)
+ self.l = float(l)
+ self._l = deg2rad(self.l) # radians
+ self.b = float(b)
+ self._b = deg2rad(self.b) # radians
+ if sig is not None:
+ self.sig = float(sig)
+ self._sig = deg2rad(self.sig)
+ else:
+ self.sig, self._sig = None, None
+ # If extra values are specified as keywords, set them as
+ # attributes. The quick way is to use self.__dict__.update(kwds),
+ # but we want to convert to int or float values if possible.
+ # *** Consider using matplotlib.cbook.converter.
+ if kwds:
+ for key, val in kwds.items():
+ try:
+ nval = float(val)
+ # It's a number; but it may be an int.
+ if self.int_re.match(str(val)):
+ nval = int(val)
+ setattr(self, key, nval)
+ except ValueError: # non-numerical value
+ setattr(self, key, val)
+
+ def gcangle(self, src):
+ """
+ Calculate the great circle angle to another source.
+ """
+ # Use the law of cosines; note it is usually expressed with colattitude.
+ c = sin(self._b) * sin(src._b) + \
+ cos(self._b) * cos(src._b) * cos(self._l - src._l)
+ return rad2deg(arccos(c))
+
+
+# Auger UHE cosmic ray data, Jan 2004 to Aug 2007
+# From Appendix A of Abraham et al. (2008); "Correlation of the highest-energy
+# cosmic rays with the positions of nearby active galactic nuclei,"
+# Astropart.Phys.29:188-204,2008; Erratum-ibid.30:45,2008
+
+# Year day ang S(1000) E (EeV) RA Dec Longitude Latitude
+# * = w/i 3.2 deg of AGN
+AugerData = StringIO(
+ """2004 125 47.7 252 70 267.1 -11.4 15.4 8.4
+2004 142 59.2 212 84 199.7 -34.9 -50.8 27.6 *
+2004 282 26.5 328 66 208.0 -60.3 -49.6 1.7 *
+2004 339 44.7 316 83 268.5 -61.0 -27.7 -17.0 *
+2004 343 23.4 323 63 224.5 -44.2 -34.4 13.0 *
+2005 54 35.0 373 84 17.4 -37.9 -75.6 -78.6 *
+2005 63 54.5 214 71 331.2 -1.2 58.8 -42.4 *
+2005 81 17.2 308 58 199.1 -48.6 -52.8 14.1 *
+2005 295 15.4 311 57 332.9 -38.2 4.2 -54.9 *
+2005 306 40.1 248 59 315.3 -0.3 48.8 -28.7 *
+2005 306 14.2 445 84 114.6 -43.1 -103.7 -10.3
+2006 35 30.8 398 85 53.6 -7.8 -165.9 -46.9 *
+2006 55 37.9 255 59 267.7 -60.7 -27.6 -16.5 *
+2006 81 34.0 357 79 201.1 -55.3 -52.3 7.3
+2006 185 59.1 211 83 350.0 9.6 88.8 -47.1 *
+2006 296 54.0 208 69 52.8 -4.5 -170.6 -45.7 *
+2006 299 26.0 344 69 200.9 -45.3 -51.2 17.2 *
+2007 13 14.3 762 148 192.7 -21.0 -57.2 41.8
+2007 51 39.2 247 58 331.7 2.9 63.5 -40.2 *
+2007 69 30.4 332 70 200.2 -43.4 -51.4 19.2 **
+2007 84 17.3 340 64 143.2 -18.3 -109.4 23.8 *
+2007 145 23.9 392 78 47.7 -12.8 -163.8 -54.4 *
+2007 186 44.8 248 64 219.3 -53.8 -41.7 5.9
+2007 193 18.0 469 90 325.5 -33.5 12.1 -49.0 *
+2007 221 35.3 318 71 212.7 -3.3 -21.8 54.1 *
+2007 234 33.2 365 80 185.4 -27.9 -65.1 34.5
+2007 235 42.6 276 69 105.9 -22.9 -125.2 -7.7
+""")
+AugerTable = csv.reader(AugerData, dialect='excel-tab')
+CRs = {}
+for id, row in enumerate(AugerTable):
+ # Make an integer ID from Year+Day (presumes none on same day!).
+ src = Source(id, row[0], row[1], row[7], row[8], E=float(row[4]))
+ CRs[src.id] = src
+sys.stdout.write('Parsed data for %s UHE CRs...\n' % len(CRs))
+
+# Partly fictitious candidate source locations.
+# src.id src.l_deg src.b_deg src.xProj src.yProj
+# tab-delimited
+CandData = StringIO(
+ """1 270. -28.
+2 229. -80.
+3 141. -47.
+4 172. -51.
+5 251. -51.
+6 241. -36.
+7 281. 26.
+8 241. 64.
+9 240. 64.
+10 148. 70.
+11 305. 13.
+12 98. 79.
+13 309. 19.
+14 104. 68.
+15 104. 68.
+16 321. 15.
+17 328. -14.
+18 177.5 -35.
+""")
+# Add this line above to see a tissot overlapping the map limb.
+CandTable = csv.reader(CandData, dialect='excel-tab')
+cands = {}
+for row in CandTable:
+ src = Source(row[0], 0, 0, row[1], row[2])
+ cands[src.id] = src
+sys.stdout.write('Parsed data for %s candidate sources...\n' % len(cands))
+
+# Calculate the separation matrix; track the closest candidate to each CR.
+sepn = {}
+for cr in CRs.values():
+ id, sep = None, 181.
+ for cand in cands.values():
+ val = cr.gcangle(cand)
+ sepn[cr.id, cand.id] = val
+ if val < sep:
+ id, sep = cand.id, val
+ # Store the closest candidate id and separation as a CR attribute.
+ cr.near_id = id
+ cr.near_ang = sep
+
+
+# Note that Hammer & Mollweide projections enforce a 2:1 aspect ratio.
+# Choose figure size for a 2:1 plot, with room at bottom for colorbar.
+fig = plt.figure(figsize=(12, 7))
+main_ax = plt.axes([0.05, .19, .9, .75]) # rect=L,B,W,H
+
+# Set up the projection and draw a grid.
+m = AllSkyMap(ax=main_ax, projection='hammer')
+m.drawmapboundary(fill_color='white')
+m.drawparallels(np.arange(-75, 76, 15), linewidth=0.5, dashes=[1, 2],
+ labels=[1, 0, 0, 0], fontsize=9)
+m.drawmeridians(np.arange(-150, 151, 30), linewidth=0.5, dashes=[1, 2])
+
+# Label a subset of meridians.
+lons = np.arange(-150, 151, 30)
+m.label_meridians(lons, fontsize=9, vnudge=1,
+ halign='left', hnudge=-1) # nudge<0 shifts to right
+
+# Plot CR directions.
+lvals = [src.l for src in CRs.values()]
+bvals = [src.b for src in CRs.values()]
+x, y = m(lvals, bvals)
+# These symbols will be covered by opaque tissots; plot them anyway
+# so there is a collection for the legend.
+cr_pts = m.scatter(x, y, s=8, c='r', marker='o', linewidths=.5,
+ edgecolors='none')
+
+# Plot tissots showing uncertainties, colored by energy.
+# We use 1 deg uncertainties, which are probably ~2 sigma for most events.
+Evals = np.array([src.E for src in CRs.values()])
+norm_E = Normalize(Evals.min() - 10, Evals.max() + 20) # -+ for jet_r for brt clrs
+# jet_r color map is in spectral sequence, with a small unsaturated
+# green range, helping to distinguish CRs from candidates.
+cmap = plt.cm.get_cmap('jet_r')
+for cr in CRs.values():
+ color = cmap(norm_E(cr.E))[0:3] # ignore alpha
+ m.tissot(cr.l, cr.b, 2., 30, ec='none', color=color, alpha=1)
+
+# Plot candidate directions.
+lvals = [src.l for src in cands.values()]
+bvals = [src.b for src in cands.values()]
+x, y = m(lvals, bvals)
+cand_pts = m.scatter(x, y, marker='+', linewidths=.5,
+ edgecolors='k', facecolors='none', zorder=10) # hi zorder -> top
+
+# Plot tissots showing possible scale of candidate scatter.
+for l, b in zip(lvals, bvals):
+ m.tissot(l, b, 5., 30, ec='none', color='g', alpha=0.25)
+
+# Show the closest candidate to each CR.
+for cr in CRs.values():
+ cand = cands[cr.near_id]
+ m.geodesic(cr.l, cr.b, cand.l, cand.b, lw=0.5, ls='-', c='g')
+
+plt.title('UHE Cosmic Rays and Candidate Sources')
+plt.legend([cr_pts, cand_pts], ['UHE CR', 'Candidate'],
+ frameon=False, loc='lower right', scatterpoints=1)
+
+# Plot a colorbar for the CR energies.
+cb_ax = plt.axes([0.25, .1, .5, .03], frameon=False) # rect=L,B,W,H
+# bar = ColorbarBase(cb_ax, cmap=cmap, orientation='horizontal', drawedges=False)
+vals = np.linspace(Evals.min(), Evals.max(), 100)
+bar = ColorbarBase(cb_ax, values=vals, norm=norm_E, cmap=cmap,
+ orientation='horizontal', drawedges=False)
+bar.set_label('CR Energy (EeV)')
+
+plt.show()
diff --git a/Downloads/basemap-develop/examples/animate.py b/Downloads/basemap-develop/examples/animate.py
new file mode 100644
index 000000000..e384768ed
--- /dev/null
+++ b/Downloads/basemap-develop/examples/animate.py
@@ -0,0 +1,130 @@
+from __future__ import (absolute_import, division, print_function)
+
+# example using matplotlib.animation to create a movie
+# reads data over http - needs an active internet connection.
+
+import numpy as np
+import matplotlib.pyplot as plt
+import numpy.ma as ma
+import datetime
+import time
+from mpl_toolkits.basemap import Basemap, shiftgrid
+from netCDF4 import Dataset as NetCDFFile, date2index, num2date
+import matplotlib.animation as animation
+
+# times for March 1993 'storm of the century'
+date1 = datetime.datetime(1993, 3, 10, 0)
+date2 = datetime.datetime(1993, 3, 17, 0)
+
+# set OpenDAP server URL.
+URL = "http://nomad2.ncep.noaa.gov:9090/dods/reanalyses/reanalysis-2/6hr/pgb/pgb"
+try:
+ data = NetCDFFile(URL)
+except BaseException:
+ raise IOError('opendap server not providing the requested data')
+
+# read lats,lons,times.
+latitudes = data.variables['lat'][:]
+longitudes = data.variables['lon'][:].tolist()
+times = data.variables['time']
+ntime1 = date2index(date1, times, calendar='standard')
+ntime2 = date2index(date2, times, calendar='standard')
+# get sea level pressure and 10-m wind data.
+slpdata = data.variables['presmsl']
+udata = data.variables['ugrdprs']
+vdata = data.variables['vgrdprs']
+# mult slp by 0.01 to put in units of millibars.
+slpin = 0.01 * slpdata[ntime1:ntime2 + 1, :, :]
+uin = udata[ntime1:ntime2 + 1, 0, :, :]
+vin = vdata[ntime1:ntime2 + 1, 0, :, :]
+dates = num2date(times[ntime1:ntime2 + 1], times.units, calendar='standard')
+# add cyclic points
+slp = np.zeros((slpin.shape[0], slpin.shape[1], slpin.shape[2] + 1), np.float64)
+slp[:, :, 0:-1] = slpin
+slp[:, :, -1] = slpin[:, :, 0]
+u = np.zeros((uin.shape[0], uin.shape[1], uin.shape[2] + 1), np.float64)
+u[:, :, 0:-1] = uin
+u[:, :, -1] = uin[:, :, 0]
+v = np.zeros((vin.shape[0], vin.shape[1], vin.shape[2] + 1), np.float64)
+v[:, :, 0:-1] = vin
+v[:, :, -1] = vin[:, :, 0]
+longitudes.append(360.)
+longitudes = np.array(longitudes)
+# make 2-d grid of lons, lats
+lons, lats = np.meshgrid(longitudes, latitudes)
+# make orthographic basemap.
+m = Basemap(resolution='c', projection='ortho', lat_0=60., lon_0=-60.)
+uin = udata[ntime1:ntime2 + 1, 0, :, :]
+vin = vdata[ntime1:ntime2 + 1, 0, :, :]
+# create figure, add axes (leaving room for colorbar on right)
+fig = plt.figure()
+ax = fig.add_axes([0.1, 0.1, 0.7, 0.7])
+# set desired contour levels.
+clevs = np.arange(960, 1061, 5)
+# compute native x,y coordinates of grid.
+x, y = m(lons, lats)
+# define parallels and meridians to draw.
+parallels = np.arange(-80., 90, 20.)
+meridians = np.arange(0., 360., 20.)
+# number of repeated frames at beginning and end is n1.
+nframe = 0
+n1 = 10
+pos = ax.get_position()
+l, b, w, h = pos.bounds
+# loop over times, make contour plots, draw coastlines,
+# parallels, meridians and title.
+nt = 0
+date = dates[nt]
+CS1 = m.contour(x, y, slp[nt, :, :], clevs, linewidths=0.5, colors='k')
+CS2 = m.contourf(x, y, slp[nt, :, :], clevs, cmap=plt.cm.RdBu_r)
+# plot wind vectors on lat/lon grid.
+# rotate wind vectors to map projection coordinates.
+# urot,vrot = m.rotate_vector(u[nt,:,:],v[nt,:,:],lons,lats)
+# plot wind vectors over map.
+# Q = m.quiver(x,y,urot,vrot,scale=500)
+# plot wind vectors on projection grid (looks better).
+# first, shift grid so it goes from -180 to 180 (instead of 0 to 360
+# in longitude). Otherwise, interpolation is messed up.
+ugrid, newlons = shiftgrid(180., u[nt, :, :], longitudes, start=False)
+vgrid, newlons = shiftgrid(180., v[nt, :, :], longitudes, start=False)
+# transform vectors to projection grid.
+urot, vrot, xx, yy = m.transform_vector(
+ ugrid, vgrid, newlons, latitudes, 51, 51, returnxy=True, masked=True)
+# plot wind vectors over map.
+Q = m.quiver(xx, yy, urot, vrot, scale=500, zorder=10)
+# make quiver key.
+qk = plt.quiverkey(Q, 0.1, 0.1, 20, '20 m/s', labelpos='W')
+# draw coastlines, parallels, meridians, title.
+m.drawcoastlines(linewidth=1.5)
+m.drawparallels(parallels)
+m.drawmeridians(meridians)
+txt = plt.title('SLP and Wind Vectors ' + str(date))
+# plot colorbar on a separate axes (only for first frame)
+cax = plt.axes([l + w - 0.05, b, 0.03, h]) # setup colorbar axes
+fig.colorbar(CS2, drawedges=True, cax=cax) # draw colorbar
+cax.text(0.0, -0.05, 'mb')
+plt.axes(ax) # reset current axes
+
+
+def updatefig(nt):
+ global CS1, CS2, Q
+ date = dates[nt]
+ for c in CS1.collections:
+ c.remove()
+ CS1 = m.contour(x, y, slp[nt, :, :], clevs, linewidths=0.5, colors='k')
+ for c in CS2.collections:
+ c.remove()
+ CS2 = m.contourf(x, y, slp[nt, :, :], clevs, cmap=plt.cm.RdBu_r)
+ ugrid, newlons = shiftgrid(180., u[nt, :, :], longitudes, start=False)
+ vgrid, newlons = shiftgrid(180., v[nt, :, :], longitudes, start=False)
+ urot, vrot, xx, yy = m.transform_vector(
+ ugrid, vgrid, newlons, latitudes, 51, 51, returnxy=True, masked=True)
+ txt.set_text('SLP and Wind Vectors ' + str(date))
+ Q.set_UVC(urot, vrot)
+
+
+ani = animation.FuncAnimation(fig, updatefig, frames=len(dates))
+
+# ani.save('movie.mp4')
+
+plt.show()
diff --git a/Downloads/basemap-develop/examples/barb_demo.py b/Downloads/basemap-develop/examples/barb_demo.py
new file mode 100644
index 000000000..bcb4f1527
--- /dev/null
+++ b/Downloads/basemap-develop/examples/barb_demo.py
@@ -0,0 +1,94 @@
+from __future__ import (absolute_import, division, print_function)
+
+from mpl_toolkits.basemap import Basemap
+import numpy as np
+import matplotlib.pyplot as plt
+
+# read in data.
+file = open('fcover.dat', 'r')
+ul = []
+vl = []
+pl = []
+nlons = 73
+nlats = 73
+dellat = 2.5
+dellon = 5.
+for line in file.readlines():
+ l = line.replace('\n', '').split()
+ ul.append(float(l[0]))
+ vl.append(float(l[1]))
+ pl.append(float(l[2]))
+u = np.reshape(np.array(ul, np.float32), (nlats, nlons))
+v = np.reshape(np.array(vl, np.float32), (nlats, nlons))
+p = np.reshape(np.array(pl, np.float32), (nlats, nlons))
+lats1 = -90. + dellat * np.arange(nlats)
+lons1 = -180. + dellon * np.arange(nlons)
+lons, lats = np.meshgrid(lons1, lats1)
+# convert from mps to knots.
+u = 1.944 * u
+v = 1.944 * v
+
+# plot barbs in map projection coordinates.
+
+# stereogrpaphic projection.
+m = Basemap(width=10000000, height=10000000, lon_0=-90, lat_0=45., lat_ts=45,
+ resolution='l', projection='stere')
+x, y = m(lons, lats)
+# transform from spherical to map projection coordinates (rotation
+# and interpolation).
+nxv = 25
+nyv = 25
+udat, vdat, xv, yv = m.transform_vector(
+ u, v, lons1, lats1, nxv, nyv, returnxy=True)
+# create a figure, add an axes.
+fig = plt.figure(figsize=(8, 6))
+ax = fig.add_axes([0.1, 0.1, 0.8, 0.8])
+# plot color-filled contours over map
+levs = np.arange(960, 1051, 4)
+cs1 = m.contour(x, y, p, levs, colors='k', linewidths=0.5)
+cs2 = m.contourf(x, y, p, levs)
+# plot barbs.
+m.barbs(xv, yv, udat, vdat, length=6,
+ barbcolor='k', flagcolor='r', linewidth=0.5)
+# plot colorbar for pressure
+m.colorbar(pad='12%') # draw colorbar
+# draw coastlines
+m.drawcoastlines()
+# draw parallels
+m.drawparallels(np.arange(0, 81, 20), labels=[1, 1, 0, 0])
+# draw meridians
+m.drawmeridians(np.arange(-180, 0, 20), labels=[0, 0, 0, 1])
+plt.title('Surface Wind Barbs and Pressure (NH)')
+
+# stereogrpaphic projection (SH).
+# 'flip_barb' flag is automatically set for SH data, so that
+# barbs point toward lower pressure (in both Hemisphere).
+m = Basemap(width=10000000, height=10000000, lon_0=-90, lat_0=-45., lat_ts=-45,
+ resolution='l', projection='stere')
+x, y = m(lons, lats)
+# transform from spherical to map projection coordinates (rotation
+# and interpolation).
+nxv = 25
+nyv = 25
+udat, vdat, xv, yv = m.transform_vector(
+ u, v, lons1, lats1, nxv, nyv, returnxy=True)
+# create a figure, add an axes.
+fig = plt.figure(figsize=(8, 6))
+ax = fig.add_axes([0.1, 0.1, 0.8, 0.8])
+# plot color-filled contours over map
+levs = np.arange(960, 1051, 4)
+cs1 = m.contour(x, y, p, levs, colors='k', linewidths=0.5)
+cs2 = m.contourf(x, y, p, levs)
+# plot barbs.
+m.barbs(xv, yv, udat, vdat, length=6,
+ barbcolor='k', flagcolor='r', linewidth=0.5)
+# plot colorbar for pressure
+m.colorbar(pad='12%') # draw colorbar
+# draw coastlines
+m.drawcoastlines()
+# draw parallels
+m.drawparallels(np.arange(-80, -19, 20), labels=[1, 1, 0, 0])
+# draw meridians
+m.drawmeridians(np.arange(-180, 0, 20), labels=[0, 0, 1, 0])
+plt.title('Surface Wind Barbs and Pressure (SH)', y=1.04)
+plt.show()
diff --git a/Downloads/basemap-develop/examples/camx.sample.nc b/Downloads/basemap-develop/examples/camx.sample.nc
new file mode 100644
index 000000000..00d874964
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diff --git a/Downloads/basemap-develop/examples/ccsm_popgrid.nc b/Downloads/basemap-develop/examples/ccsm_popgrid.nc
new file mode 100644
index 000000000..b44f1f566
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diff --git a/Downloads/basemap-develop/examples/ccsm_popgrid.py b/Downloads/basemap-develop/examples/ccsm_popgrid.py
new file mode 100644
index 000000000..26e2bf47c
--- /dev/null
+++ b/Downloads/basemap-develop/examples/ccsm_popgrid.py
@@ -0,0 +1,79 @@
+from __future__ import (absolute_import, division, print_function)
+
+"""
+This example shows how to plot data on rectangular 2D grids
+(grids that are not rectlinear in geographic or native map projection
+coordinates).
+
+An example of such a grid is the 'POP' grid which is used in
+the ocean component NCAR Community Climate System Model (CCSM).
+"POP" stands for "Parallel Ocean Program", which was developed
+at Los Alamos.
+
+These grids may be thought of as rectangular arrays wrapped around the
+globe in the usual way, with one subscript, call it I, associated with
+longitude and the other subscript, call it J, associated with latitude,
+and then deformed in such a way as to move the top edge of the array to
+a circle centered somewhere other than over the North Pole (typically,
+over Greenland or Canada) and the bottom edge of the array to a circle
+that is centered on the South Pole, but lies entirely within Antarctica.
+The lines defined by the rows and columns of the rectangular arrays are
+locally orthogonal to each other.
+
+POP grids are used extensively locally in oceanographic and ice models.
+"""
+from matplotlib import rcParams
+import numpy.ma as ma
+import numpy as np
+import matplotlib.pyplot as plt
+from mpl_toolkits.basemap import Basemap
+from netCDF4 import Dataset as NetCDFFile
+
+# read in data from netCDF file.
+infile = 'ccsm_popgrid.nc'
+fpin = NetCDFFile(infile)
+tlat = fpin.variables['TLAT'][:]
+tlon = fpin.variables['TLONG'][:]
+# masked array returned, masked where data == _FillValue
+temp = fpin.variables['TEMP'][:]
+fpin.close()
+
+# make longitudes monotonically increasing.
+tlon = np.where(np.greater_equal(tlon, min(tlon[:, 0])), tlon - 360, tlon)
+
+# stack grids side-by-side (in longitiudinal direction), so
+# any range of longitudes may be plotted on a world map.
+tlon = np.concatenate((tlon, tlon + 360), 1)
+tlat = np.concatenate((tlat, tlat), 1)
+temp = ma.concatenate((temp, temp), 1)
+tlon = tlon - 360.
+
+plt.figure(figsize=(6, 8))
+plt.subplot(2, 1, 1)
+# subplot 1 just shows POP grid cells.
+m = Basemap(projection='merc', lat_ts=20, llcrnrlon=-180,
+ urcrnrlon=180, llcrnrlat=-84, urcrnrlat=84, resolution='c')
+
+m.drawcoastlines()
+m.fillcontinents(color='white')
+
+x, y = m(tlon, tlat)
+im = m.pcolormesh(x, y, ma.masked_array(np.zeros(temp.shape, 'f'), temp.mask),
+ shading='faceted', antialiased=True, cmap=plt.cm.cool,
+ vmin=0, vmax=0)
+# disclaimer: these are not really the grid cells because of the
+# way pcolor interprets the x and y args.
+plt.title('(A) CCSM POP Grid Cells')
+
+# subplot 2 is a contour plot of surface temperature from the
+# CCSM ocean model.
+plt.subplot(2, 1, 2)
+m.drawcoastlines()
+m.fillcontinents(color='white')
+
+CS1 = m.contourf(x, y, temp, 15)
+CS2 = m.contour(x, y, temp, 15, colors='black', linewidths=0.5)
+plt.title('(B) Surface Temp contours on POP Grid')
+
+plt.show()
+# plt.savefig('ccsm_popgrid.ps')
diff --git a/Downloads/basemap-develop/examples/cities.dbf b/Downloads/basemap-develop/examples/cities.dbf
new file mode 100644
index 000000000..8bb56a6a4
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diff --git a/Downloads/basemap-develop/examples/cities.shp b/Downloads/basemap-develop/examples/cities.shp
new file mode 100644
index 000000000..599a3095c
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diff --git a/Downloads/basemap-develop/examples/cities.shx b/Downloads/basemap-develop/examples/cities.shx
new file mode 100644
index 000000000..a9c9e8467
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diff --git a/Downloads/basemap-develop/examples/contour_demo.py b/Downloads/basemap-develop/examples/contour_demo.py
new file mode 100644
index 000000000..dc354f680
--- /dev/null
+++ b/Downloads/basemap-develop/examples/contour_demo.py
@@ -0,0 +1,125 @@
+from __future__ import (absolute_import, division, print_function)
+
+from mpl_toolkits.basemap import Basemap
+import numpy as np
+import matplotlib.pyplot as plt
+import sys
+
+# examples of filled contour plots on map projections.
+
+# read in data on lat/lon grid.
+hgt = np.loadtxt('500hgtdata.gz')
+lons = np.loadtxt('500hgtlons.gz')
+lats = np.loadtxt('500hgtlats.gz')
+lons, lats = np.meshgrid(lons, lats)
+
+# create new figure
+fig = plt.figure()
+# setup of sinusoidal basemap
+m = Basemap(resolution='c', projection='sinu', lon_0=0)
+# make a filled contour plot.
+# create contour lines
+CS1 = m.contour(lons, lats, hgt, 15, linewidths=0.5, colors='k', latlon=True)
+# fill between contour lines.
+CS2 =\
+ m.contourf(lons, lats, hgt, CS1.levels,
+ cmap=plt.cm.jet, extend='both', latlon=True)
+m.colorbar(CS2) # draw colorbar
+# draw coastlines and political boundaries.
+m.drawcoastlines()
+m.drawmapboundary()
+m.fillcontinents()
+# draw parallels and meridians.
+parallels = np.arange(-60., 90, 30.)
+m.drawparallels(parallels, labels=[1, 0, 0, 0])
+meridians = np.arange(-360., 360., 30.)
+m.drawmeridians(meridians)
+plt.title('Sinusoidal Filled Contour Demo')
+sys.stdout.write('plotting with sinusoidal basemap ...\n')
+
+# create new figure
+fig = plt.figure()
+# setup of mollweide basemap
+m = Basemap(resolution='c', projection='moll', lon_0=0)
+# make a filled contour plot.
+CS1 = m.contour(lons, lats, hgt, 15, linewidths=0.5, colors='k', latlon=True)
+CS2 =\
+ m.contourf(lons, lats, hgt, CS1.levels,
+ cmap=plt.cm.jet, extend='both', latlon=True)
+m.colorbar(CS2) # draw colorbar
+# draw coastlines and political boundaries.
+m.drawcoastlines()
+m.drawmapboundary()
+m.fillcontinents()
+# draw parallels and meridians.
+parallels = np.arange(-60., 90, 30.)
+m.drawparallels(parallels, labels=[1, 0, 0, 0])
+meridians = np.arange(-360., 360., 30.)
+m.drawmeridians(meridians)
+plt.title('Mollweide Filled Contour Demo')
+sys.stdout.write('plotting with mollweide basemap ...\n')
+
+# create new figure
+fig = plt.figure()
+# set up Robinson map projection.
+m = Basemap(resolution='c', projection='robin', lon_0=0)
+# make a filled contour plot.
+CS1 = m.contour(lons, lats, hgt, 15, linewidths=0.5, colors='k', latlon=True)
+CS2 = m.contourf(lons, lats, hgt, CS1.levels,
+ cmap=plt.cm.jet, extend='both', latlon=True)
+m.colorbar(CS2) # draw colorbar
+# draw coastlines and political boundaries.
+m.drawcoastlines()
+m.drawmapboundary()
+m.fillcontinents()
+# draw parallels and meridians.
+parallels = np.arange(-60., 90, 30.)
+m.drawparallels(parallels, labels=[1, 0, 0, 0])
+meridians = np.arange(-360., 360., 60.)
+m.drawmeridians(meridians, labels=[0, 0, 0, 1])
+plt.title('Robinson Filled Contour Demo')
+sys.stdout.write('plotting with robinson basemap ...\n')
+
+# create new figure
+fig = plt.figure()
+# set up map projection (azimuthal equidistant).
+m = Basemap(projection='npaeqd', lon_0=-90, boundinglat=15., resolution='c')
+# make a filled contour plot.
+x, y = m(lons, lats)
+CS1 = m.contour(x, y, hgt, 15, linewidths=0.5, colors='k')
+CS2 = m.contourf(x, y, hgt, CS2.levels, cmap=plt.cm.jet, extend='both')
+m.colorbar(CS2, pad='12%') # draw colorbar
+# draw coastlines and political boundaries.
+m.drawcoastlines()
+m.drawmapboundary()
+m.fillcontinents()
+# draw parallels and meridians.
+parallels = np.arange(0., 80, 20.)
+m.drawparallels(parallels, labels=[0, 0, 1, 1])
+meridians = np.arange(10., 360., 20.)
+m.drawmeridians(meridians, labels=[1, 1, 1, 1])
+plt.title('Azimuthal Equidistant Filled Contour Demo', y=1.075)
+sys.stdout.write('plotting with azimuthal equidistant basemap ...\n')
+
+# create new figure
+fig = plt.figure()
+# setup of orthographic basemap
+m = Basemap(resolution='c', projection='ortho',
+ lat_0=45., lon_0=-120.)
+# make a filled contour plot.
+x, y = m(lons, lats)
+CS1 = m.contour(x, y, hgt, 15, linewidths=0.5, colors='k')
+CS2 = m.contourf(x, y, hgt, CS1.levels, cmap=plt.cm.jet, extend='both')
+m.colorbar(CS2) # draw colorbar
+# draw coastlines and political boundaries.
+m.drawcoastlines()
+m.fillcontinents()
+m.drawmapboundary()
+# draw parallels and meridians.
+parallels = np.arange(-80., 90, 20.)
+m.drawparallels(parallels)
+meridians = np.arange(-360., 360., 20.)
+m.drawmeridians(meridians)
+plt.title('Orthographic Filled Contour Demo')
+sys.stdout.write('plotting with orthographic basemap ..\n')
+plt.show()
diff --git a/Downloads/basemap-develop/examples/counties.py b/Downloads/basemap-develop/examples/counties.py
new file mode 100644
index 000000000..586348649
--- /dev/null
+++ b/Downloads/basemap-develop/examples/counties.py
@@ -0,0 +1,27 @@
+from __future__ import (absolute_import, division, print_function)
+
+import matplotlib.pyplot as plt
+from mpl_toolkits.basemap import Basemap
+
+
+def draw_map_background(m, ax):
+ ax.set_facecolor('#729FCF')
+ m.fillcontinents(color='#FAFAFA', ax=ax, zorder=0)
+ m.drawcounties(ax=ax)
+ m.drawstates(ax=ax)
+ m.drawcountries(ax=ax)
+ m.drawcoastlines(ax=ax)
+
+
+KM = 1000.
+clat = 39.3
+clon = -94.7333
+wid = 5500 * KM
+hgt = 3500 * KM
+m = Basemap(width=wid, height=hgt, rsphere=(6378137.00, 6356752.3142),
+ resolution='i', area_thresh=2500., projection='lcc',
+ lat_1=38.5, lat_2=38.5, lat_0=clat, lon_0=clon)
+fig = plt.figure()
+ax = fig.add_subplot(111)
+draw_map_background(m, ax)
+plt.show()
diff --git a/Downloads/basemap-develop/examples/cubed_sphere.py b/Downloads/basemap-develop/examples/cubed_sphere.py
new file mode 100644
index 000000000..fc87d7118
--- /dev/null
+++ b/Downloads/basemap-develop/examples/cubed_sphere.py
@@ -0,0 +1,41 @@
+from __future__ import (absolute_import, division, print_function)
+
+from mpl_toolkits.basemap import Basemap
+import matplotlib.pyplot as plt
+import numpy as np
+
+# 'cubed sphere'
+# inscribe the sphere in a cube, then separately project each cube
+# face with gnomonic projection.
+# http://www.progonos.com/furuti/MapProj/Normal/ProjPoly/Foldout/Cube/cube.html
+# suitable for cutting and folding.
+
+# choose figure size to match aspect ratio of map.
+fig = plt.figure(figsize=(10, 7.5))
+fig.subplots_adjust(bottom=0, left=0, right=1, top=1, wspace=0, hspace=0)
+rsphere = 6370997.
+width = 2. * rsphere
+height = width
+npanel = 0
+for lat_0 in [90, 0, -90]:
+ for ncol in range(0, 4):
+ npanel = npanel + 1
+ if lat_0 == 0 or ncol == 1:
+ ax = fig.add_subplot(3, 4, npanel)
+ ax.set_frame_on(False)
+ lon_0 = 225 + 90 * (ncol + 1) - 45
+ # use fix_aspect=False, so white space won't appear between
+ # faces of cube when window is resized.
+ m = Basemap(width=width, height=height, resolution=None,
+ projection='gnom', lon_0=lon_0, lat_0=lat_0,
+ rsphere=rsphere, fix_aspect=False)
+ m.bluemarble(scale=0.5)
+ m.drawparallels(np.arange(-90, 91, 10), color='0.5')
+ m.drawmeridians(np.arange(5, 365, 10), color='0.5')
+ # m.drawlsmask(ocean_color='aqua',land_color='coral')
+ # m.drawparallels(np.arange(-90,91,10))
+ # m.drawmeridians(np.arange(5,365,10))
+fig.text(0.625, 0.75,
+ 'World Map on a Cube\n Gnomonic Projection',
+ fontsize=14)
+plt.show()
diff --git a/Downloads/basemap-develop/examples/customticks.py b/Downloads/basemap-develop/examples/customticks.py
new file mode 100644
index 000000000..0423f800a
--- /dev/null
+++ b/Downloads/basemap-develop/examples/customticks.py
@@ -0,0 +1,93 @@
+from __future__ import (absolute_import, division, print_function)
+
+from __future__ import unicode_literals
+from mpl_toolkits.basemap import Basemap
+import numpy as np
+import matplotlib.pyplot as plt
+from matplotlib.ticker import FuncFormatter
+
+# example showing how to create custom tick labels for a cylindrical
+# projection.
+
+
+def lat2str(deg):
+ min = 60 * (deg - np.floor(deg))
+ deg = np.floor(deg)
+ dir = 'N'
+ if deg < 0:
+ if min != 0.0:
+ deg += 1.0
+ min -= 60.0
+ dir = 'S'
+ return ("%d\N{DEGREE SIGN} %g' %s") % (np.abs(deg), np.abs(min), dir)
+
+
+def lon2str(deg):
+ min = 60 * (deg - np.floor(deg))
+ deg = np.floor(deg)
+ dir = 'E'
+ if deg < 0:
+ if min != 0.0:
+ deg += 1.0
+ min -= 60.0
+ dir = 'W'
+ return ("%d\N{DEGREE SIGN} %g' %s") % (np.abs(deg), np.abs(min), dir)
+
+# (1) use matplotlib custom tick formatter
+# instead of Basemap labelling methods.
+
+
+# create figure.
+fig = plt.figure()
+# create Basemap instance (regular lat/lon projection).
+# suppress_ticks=False allows custom axes ticks to be used
+# Ticks are suppressed by default, so Basemap methods
+# drawparallels and drawmeridians used to draw labelled lat/lon grid.
+m = Basemap(llcrnrlon=-156.5, llcrnrlat=18.75, urcrnrlon=-154.5, urcrnrlat=20.5,
+ resolution='h', projection='cyl', suppress_ticks=False)
+# draw coastlines, fill land and lake areas.
+m.drawcoastlines()
+m.fillcontinents(color='coral', lake_color='aqua')
+# background color will be used for oceans.
+m.drawmapboundary(fill_color='aqua')
+# get axes instance.
+ax = plt.gca()
+# add custom ticks.
+# This only works for projection='cyl'.
+def xformat(x, pos=None): return lon2str(x)
+
+
+xformatter = FuncFormatter(xformat)
+ax.xaxis.set_major_formatter(xformatter)
+def yformat(y, pos=None): return lat2str(y)
+
+
+yformatter = FuncFormatter(yformat)
+ax.yaxis.set_major_formatter(yformatter)
+ax.fmt_xdata = lambda x: lon2str(x)
+ax.fmt_ydata = lambda y: lat2str(y)
+ax.grid()
+ax.set_title('Hawaii')
+
+# (2) use Basemap labelling methods, but pass a
+# custom formatting function with the 'fmt' keyword.
+
+# create figure.
+fig = plt.figure()
+# create Basemap instance.
+m = Basemap(llcrnrlon=-156.5, llcrnrlat=18.75, urcrnrlon=-154.5, urcrnrlat=20.5,
+ resolution='h', projection='cyl')
+# draw coastlines, fill land and lake areas.
+m.drawcoastlines()
+m.fillcontinents(color='coral', lake_color='aqua')
+# background color will be used for oceans.
+m.drawmapboundary(fill_color='aqua')
+# label meridians and parallels, passing string formatting function
+# with 'fmt' keyword.
+m.drawparallels(np.linspace(18, 21, 7), labels=[
+ 1, 0, 0, 0], fmt=lat2str, dashes=[2, 2])
+m.drawmeridians(np.linspace(-157, -154, 7),
+ labels=[0, 0, 0, 1], fmt=lon2str, dashes=[2, 2])
+plt.title('Hawaii')
+
+plt.show()
diff --git a/Downloads/basemap-develop/examples/daynight.py b/Downloads/basemap-develop/examples/daynight.py
new file mode 100644
index 000000000..3ae892778
--- /dev/null
+++ b/Downloads/basemap-develop/examples/daynight.py
@@ -0,0 +1,26 @@
+from __future__ import (absolute_import, division, print_function)
+
+import numpy as np
+from mpl_toolkits.basemap import Basemap
+import matplotlib.pyplot as plt
+from datetime import datetime
+
+# example showing how to compute the day/night terminator and shade nightime
+# areas on a map.
+
+# miller projection
+map = Basemap(projection='mill', lon_0=180)
+# plot coastlines, draw label meridians and parallels.
+map.drawcoastlines()
+map.drawparallels(np.arange(-90, 90, 30), labels=[1, 0, 0, 0])
+map.drawmeridians(np.arange(map.lonmin, map.lonmax + 30, 60),
+ labels=[0, 0, 0, 1])
+# fill continents 'coral' (with zorder=0), color wet areas 'aqua'
+map.drawmapboundary(fill_color='aqua')
+map.fillcontinents(color='coral', lake_color='aqua')
+# shade the night areas, with alpha transparency so the
+# map shows through. Use current time in UTC.
+date = datetime.utcnow()
+CS = map.nightshade(date)
+plt.title('Day/Night Map for %s (UTC)' % date.strftime("%d %b %Y %H:%M:%S"))
+plt.show()
diff --git a/Downloads/basemap-develop/examples/earth_lights_lrg.jpg b/Downloads/basemap-develop/examples/earth_lights_lrg.jpg
new file mode 100644
index 000000000..433c5e50e
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diff --git a/Downloads/basemap-develop/examples/embedding_map_in_wx.py b/Downloads/basemap-develop/examples/embedding_map_in_wx.py
new file mode 100644
index 000000000..d32256d22
--- /dev/null
+++ b/Downloads/basemap-develop/examples/embedding_map_in_wx.py
@@ -0,0 +1,80 @@
+from __future__ import (absolute_import, division, print_function)
+
+#!/usr/bin/env python
+"""
+An example of how to use wx or wxagg in an application with the Basemap module
+"""
+
+from matplotlib.backends.backend_wxagg import FigureCanvasWxAgg as FigureCanvas
+from matplotlib.backends.backend_wx import NavigationToolbar2Wx
+from matplotlib.figure import Figure
+
+from mpl_toolkits.basemap import Basemap
+
+from wx import *
+
+
+class CanvasFrame(Frame):
+
+ def __init__(self):
+ Frame.__init__(self, None, -1,
+ 'CanvasFrame', size=(550, 350))
+
+ self.SetBackgroundColour(NamedColor("WHITE"))
+
+ self.figure = Figure()
+
+ self.canvas = FigureCanvas(self, -1, self.figure)
+ self.ax = self.figure.add_subplot(111)
+
+ self.sizer = BoxSizer(VERTICAL)
+ self.sizer.Add(self.canvas, 1, LEFT | TOP | GROW)
+ self.SetSizer(self.sizer)
+ self.Fit()
+
+ self.add_toolbar() # comment this out for no toolbar
+
+ self.plot_map()
+
+ def add_toolbar(self):
+ self.toolbar = NavigationToolbar2Wx(self.canvas)
+ self.toolbar.Realize()
+ if Platform == '__WXMAC__':
+ # Mac platform (OSX 10.3, MacPython) does not seem to cope with
+ # having a toolbar in a sizer. This work-around gets the buttons
+ # back, but at the expense of having the toolbar at the top
+ self.SetToolBar(self.toolbar)
+ else:
+ # On Windows platform, default window size is incorrect, so set
+ # toolbar width to figure width.
+ tw, th = self.toolbar.GetSizeTuple()
+ fw, fh = self.canvas.GetSizeTuple()
+ # By adding toolbar in sizer, we are able to put it at the bottom
+ # of the frame - so appearance is closer to GTK version.
+ # As noted above, doesn't work for Mac.
+ self.toolbar.SetSize(Size(fw, th))
+ self.sizer.Add(self.toolbar, 0, LEFT | EXPAND)
+ # update the axes menu on the toolbar
+ self.toolbar.update()
+
+ def plot_map(self):
+ map = Basemap(ax=self.ax)
+ map.drawcoastlines()
+ map.drawcountries()
+ map.drawmapboundary()
+ map.fillcontinents(color='coral', lake_color='aqua')
+ map.drawmapboundary(fill_color='aqua')
+ self.figure.canvas.draw()
+
+
+class App(App):
+
+ def OnInit(self):
+ 'Create the main window and insert the custom frame'
+ frame = CanvasFrame()
+ frame.Show(True)
+ return True
+
+
+app = App(0)
+app.MainLoop()
diff --git a/Downloads/basemap-develop/examples/etopo20data.gz b/Downloads/basemap-develop/examples/etopo20data.gz
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diff --git a/Downloads/basemap-develop/examples/etopo20lats.gz b/Downloads/basemap-develop/examples/etopo20lats.gz
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index 000000000..66216dca9
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diff --git a/Downloads/basemap-develop/examples/etopo20lons.gz b/Downloads/basemap-develop/examples/etopo20lons.gz
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diff --git a/Downloads/basemap-develop/examples/fcover.dat b/Downloads/basemap-develop/examples/fcover.dat
new file mode 100644
index 000000000..1e3ed9f2e
--- /dev/null
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diff --git a/Downloads/basemap-develop/examples/fcstmaps.py b/Downloads/basemap-develop/examples/fcstmaps.py
new file mode 100644
index 000000000..12796fcae
--- /dev/null
+++ b/Downloads/basemap-develop/examples/fcstmaps.py
@@ -0,0 +1,112 @@
+"""Make a multi-panel plot from numerical weather forecast in NOAA OPeNDAP."""
+from __future__ import print_function
+
+import netCDF4
+import numpy as np
+import matplotlib.pyplot as plt
+from mpl_toolkits.basemap import Basemap
+from mpl_toolkits.basemap import addcyclic
+
+
+def main(date, verbose=True):
+ """Main function."""
+
+ # Open dataset from OPeNDAP URL.
+ url = "http://nomads.ncep.noaa.gov/dods/gfs_0p25/gfs%Y%m%d/gfs_0p25_00z"
+ try:
+ data = netCDF4.Dataset(date.strftime(url), "r")
+ if verbose:
+ print("Data variables:")
+ print(sorted(data.variables))
+ except OSError as err:
+ err.args = (err.args[0], "date not found in OPeNDAP server")
+ raise
+
+ # Read lats, lons, and times.
+ latitudes = data.variables["lat"]
+ longitudes = data.variables["lon"]
+ fcsttimes = data.variables["time"]
+ times = fcsttimes[0:6] # First 6 forecast times.
+ ntimes = len(times)
+
+ # Convert times for datetime instances.
+ fdates = netCDF4.num2date(
+ times, units=fcsttimes.units, calendar="standard")
+
+ # Make a list of YYYYMMDDHH strings.
+ verifdates = [fdate.strftime("%Y%m%d%H") for fdate in fdates]
+ if verbose:
+ print("Forecast datetime strings:")
+ print(verifdates)
+
+ # Convert times to forecast hours.
+ fcsthrs = []
+ for fdate in fdates:
+ fdiff = fdate - fdates[0]
+ fcsthrs.append(fdiff.days * 24. + fdiff.seconds / 3600.)
+ if verbose:
+ print("Forecast datetime hours:")
+ print(fcsthrs)
+
+ # Unpack 2-meter temp forecast data.
+ lats = latitudes[:]
+ nlats = len(lats)
+ lons1 = longitudes[:]
+ nlons = len(lons1)
+ t2mvar = data.variables["tmp2m"]
+
+ # Create Basemap instance for orthographic projection.
+ bmap = Basemap(lon_0=-90, lat_0=60, projection="ortho")
+
+ # Add wrap-around point in longitude.
+ t2m = np.zeros((ntimes, nlats, nlons + 1), np.float32)
+ for nt in range(ntimes):
+ t2m[nt, :, :], lons = addcyclic(t2mvar[nt, :, :], lons1)
+
+ # Convert to Celsius.
+ t2m = t2m - 273.15
+
+ # Define contour levels.
+ clevs = np.arange(-30, 30.1, 2.0)
+ lons, lats = np.meshgrid(lons, lats)
+ x, y = bmap(lons, lats)
+
+ # Create figure.
+ fig = plt.figure(figsize=(6, 8))
+
+ # Make subplots.
+ for nt, fcsthr in enumerate(fcsthrs):
+ fig.add_subplot(321 + nt)
+ cs = bmap.contourf(x, y, t2m[nt, :, :], clevs,
+ cmap=plt.cm.jet, extend="both")
+ bmap.drawcoastlines(linewidth=0.5)
+ bmap.drawcountries()
+ bmap.drawparallels(np.arange(-80, 81, 20))
+ bmap.drawmeridians(np.arange(0, 360, 20))
+ # Set panel title.
+ plt.title(
+ "%d-h forecast valid " % fcsthr + verifdates[nt], fontsize=9)
+
+ # Set figure title.
+ plt.figtext(
+ 0.5, 0.95,
+ "2-m temp (\N{DEGREE SIGN}C) forecasts from %s" % verifdates[0],
+ horizontalalignment="center", fontsize=14)
+
+ # Draw a single colorbar.
+ cax = plt.axes([0.1, 0.05, 0.8, 0.025])
+ plt.colorbar(cs, cax=cax, orientation="horizontal")
+ plt.show()
+
+
+if __name__ == "__main__":
+
+ import sys
+ import datetime as dt
+
+ # Parse input date (default: today).
+ if len(sys.argv) > 1:
+ dateobj = dt.datetime.strptime(sys.argv[1], "%Y%m%d")
+ else:
+ dateobj = dt.datetime.today()
+ main(dateobj, verbose=True)
diff --git a/Downloads/basemap-develop/examples/fcstmaps_axesgrid.py b/Downloads/basemap-develop/examples/fcstmaps_axesgrid.py
new file mode 100644
index 000000000..7e2f226cf
--- /dev/null
+++ b/Downloads/basemap-develop/examples/fcstmaps_axesgrid.py
@@ -0,0 +1,126 @@
+"""Make a multi-panel plot from numerical weather forecast in NOAA OPeNDAP.
+
+This version demonstrates the use of the AxesGrid toolkit.
+"""
+from __future__ import print_function
+
+import netCDF4
+import numpy as np
+import matplotlib.pyplot as plt
+from mpl_toolkits.basemap import Basemap
+from mpl_toolkits.basemap import addcyclic
+from mpl_toolkits.axes_grid1 import AxesGrid
+
+
+def main(date, verbose=True):
+ """Main function."""
+
+ # Open dataset from OPeNDAP URL.
+ url = "http://nomads.ncep.noaa.gov/dods/gfs_0p25/gfs%Y%m%d/gfs_0p25_00z"
+ try:
+ data = netCDF4.Dataset(date.strftime(url), "r")
+ if verbose:
+ print("Data variables:")
+ print(sorted(data.variables))
+ except OSError as err:
+ err.args = (err.args[0], "date not found in OPeNDAP server")
+ raise
+
+ # Read lats, lons, and times.
+ latitudes = data.variables["lat"]
+ longitudes = data.variables["lon"]
+ fcsttimes = data.variables["time"]
+ times = fcsttimes[0:6] # First 6 forecast times.
+ ntimes = len(times)
+
+ # Convert times for datetime instances.
+ fdates = netCDF4.num2date(
+ times, units=fcsttimes.units, calendar="standard")
+
+ # Make a list of YYYYMMDDHH strings.
+ verifdates = [fdate.strftime("%Y%m%d%H") for fdate in fdates]
+ if verbose:
+ print("Forecast datetime strings:")
+ print(verifdates)
+
+ # Convert times to forecast hours.
+ fcsthrs = []
+ for fdate in fdates:
+ fdiff = fdate - fdates[0]
+ fcsthrs.append(fdiff.days * 24. + fdiff.seconds / 3600.)
+ if verbose:
+ print("Forecast datetime hours:")
+ print(fcsthrs)
+
+ # Unpack 2-meter temp forecast data.
+ lats = latitudes[:]
+ nlats = len(lats)
+ lons1 = longitudes[:]
+ nlons = len(lons1)
+ t2mvar = data.variables["tmp2m"]
+
+ # Create Basemap instance for orthographic projection.
+ bmap = Basemap(lon_0=-90, lat_0=60, projection="ortho")
+
+ # Add wrap-around point in longitude.
+ t2m = np.zeros((ntimes, nlats, nlons + 1), np.float32)
+ for nt in range(ntimes):
+ t2m[nt, :, :], lons = addcyclic(t2mvar[nt, :, :], lons1)
+
+ # Convert to Celsius.
+ t2m = t2m - 273.15
+
+ # Define contour levels.
+ clevs = np.arange(-30, 30.1, 2.0)
+ lons, lats = np.meshgrid(lons, lats)
+ x, y = bmap(lons, lats)
+
+ # Create figure and AxesGrid instance.
+ fig = plt.figure(figsize=(6, 8))
+ grid = AxesGrid(
+ fig,
+ [0.05, 0.01, 0.9, 0.9],
+ nrows_ncols=(3, 2),
+ axes_pad=0.5,
+ cbar_mode="single",
+ cbar_pad=0.75,
+ cbar_size=0.1,
+ cbar_location="top",
+ share_all=True)
+
+ # Make subplots.
+ for nt, fcsthr in enumerate(fcsthrs):
+ bmap.ax = grid[nt]
+ cs = bmap.contourf(x, y, t2m[nt, :, :], clevs,
+ cmap=plt.cm.jet, extend="both")
+ bmap.drawcoastlines(linewidth=0.5)
+ bmap.drawcountries()
+ bmap.drawparallels(np.arange(-80, 81, 20))
+ bmap.drawmeridians(np.arange(0, 360, 20))
+ # Set panel title.
+ bmap.ax.set_title(
+ "%d-h forecast valid " % fcsthr + verifdates[nt], fontsize=9)
+
+ # Set figure title.
+ plt.figtext(
+ 0.5, 0.95,
+ "2-m temp (\N{DEGREE SIGN}C) forecasts from %s" % verifdates[0],
+ horizontalalignment="center", fontsize=14)
+
+ # Draw a single colorbar.
+ cax = grid.cbar_axes[0]
+ fig.colorbar(cs, cax=cax, orientation="horizontal")
+ plt.show()
+
+
+if __name__ == "__main__":
+
+ import sys
+ import datetime as dt
+
+ # Parse input date (default: today).
+ if len(sys.argv) > 1:
+ dateobj = dt.datetime.strptime(sys.argv[1], "%Y%m%d")
+ else:
+ dateobj = dt.datetime.today()
+ main(dateobj, verbose=True)
diff --git a/Downloads/basemap-develop/examples/fillstates.py b/Downloads/basemap-develop/examples/fillstates.py
new file mode 100644
index 000000000..57d8d1d36
--- /dev/null
+++ b/Downloads/basemap-develop/examples/fillstates.py
@@ -0,0 +1,147 @@
+from __future__ import (absolute_import, division, print_function)
+
+import numpy as np
+import matplotlib.pyplot as plt
+from mpl_toolkits.basemap import Basemap as Basemap
+from matplotlib.colors import rgb2hex, Normalize
+from matplotlib.patches import Polygon
+from matplotlib.colorbar import ColorbarBase
+
+fig, ax = plt.subplots()
+
+# Lambert Conformal map of lower 48 states.
+m = Basemap(llcrnrlon=-119, llcrnrlat=20, urcrnrlon=-64, urcrnrlat=49,
+ projection='lcc', lat_1=33, lat_2=45, lon_0=-95)
+
+# Mercator projection, for Alaska and Hawaii
+m_ = Basemap(llcrnrlon=-190, llcrnrlat=20, urcrnrlon=-143, urcrnrlat=46,
+ projection='merc', lat_ts=20) # do not change these numbers
+
+# %% --------- draw state boundaries ----------------------------------------
+# data from U.S Census Bureau
+# http://www.census.gov/geo/www/cob/st2000.html
+shp_info = m.readshapefile('st99_d00', 'states', drawbounds=True,
+ linewidth=0.45, color='gray')
+shp_info_ = m_.readshapefile('st99_d00', 'states', drawbounds=False)
+
+# population density by state from
+# http://en.wikipedia.org/wiki/List_of_U.S._states_by_population_density
+popdensity = {
+ 'New Jersey': 438.00,
+ 'Rhode Island': 387.35,
+ 'Massachusetts': 312.68,
+ 'Connecticut': 271.40,
+ 'Maryland': 209.23,
+ 'New York': 155.18,
+ 'Delaware': 154.87,
+ 'Florida': 114.43,
+ 'Ohio': 107.05,
+ 'Pennsylvania': 105.80,
+ 'Illinois': 86.27,
+ 'California': 83.85,
+ 'Hawaii': 72.83,
+ 'Virginia': 69.03,
+ 'Michigan': 67.55,
+ 'Indiana': 65.46,
+ 'North Carolina': 63.80,
+ 'Georgia': 54.59,
+ 'Tennessee': 53.29,
+ 'New Hampshire': 53.20,
+ 'South Carolina': 51.45,
+ 'Louisiana': 39.61,
+ 'Kentucky': 39.28,
+ 'Wisconsin': 38.13,
+ 'Washington': 34.20,
+ 'Alabama': 33.84,
+ 'Missouri': 31.36,
+ 'Texas': 30.75,
+ 'West Virginia': 29.00,
+ 'Vermont': 25.41,
+ 'Minnesota': 23.86,
+ 'Mississippi': 23.42,
+ 'Iowa': 20.22,
+ 'Arkansas': 19.82,
+ 'Oklahoma': 19.40,
+ 'Arizona': 17.43,
+ 'Colorado': 16.01,
+ 'Maine': 15.95,
+ 'Oregon': 13.76,
+ 'Kansas': 12.69,
+ 'Utah': 10.50,
+ 'Nebraska': 8.60,
+ 'Nevada': 7.03,
+ 'Idaho': 6.04,
+ 'New Mexico': 5.79,
+ 'South Dakota': 3.84,
+ 'North Dakota': 3.59,
+ 'Montana': 2.39,
+ 'Wyoming': 1.96,
+ 'Alaska': 0.42}
+
+# %% -------- choose a color for each state based on population density. -------
+colors = {}
+statenames = []
+cmap = plt.cm.hot_r # use 'reversed hot' colormap
+vmin = 0
+vmax = 450 # set range.
+norm = Normalize(vmin=vmin, vmax=vmax)
+for shapedict in m.states_info:
+ statename = shapedict['NAME']
+ # skip DC and Puerto Rico.
+ if statename not in ['District of Columbia', 'Puerto Rico']:
+ pop = popdensity[statename]
+ # calling colormap with value between 0 and 1 returns
+ # rgba value. Invert color range (hot colors are high
+ # population), take sqrt root to spread out colors more.
+ colors[statename] = cmap(np.sqrt((pop - vmin) / (vmax - vmin)))[:3]
+ statenames.append(statename)
+
+# %% --------- cycle through state names, color each one. --------------------
+for nshape, seg in enumerate(m.states):
+ # skip DC and Puerto Rico.
+ if statenames[nshape] not in ['Puerto Rico', 'District of Columbia']:
+ color = rgb2hex(colors[statenames[nshape]])
+ poly = Polygon(seg, facecolor=color, edgecolor=color)
+ ax.add_patch(poly)
+
+AREA_1 = 0.005 # exclude small Hawaiian islands that are smaller than AREA_1
+AREA_2 = AREA_1 * 30.0 # exclude Alaskan islands that are smaller than AREA_2
+AK_SCALE = 0.19 # scale down Alaska to show as a map inset
+HI_OFFSET_X = -1900000 # X coordinate offset amount to move Hawaii "beneath" Texas
+HI_OFFSET_Y = 250000 # similar to above: Y offset for Hawaii
+AK_OFFSET_X = -250000 # X offset for Alaska (These four values are obtained
+# via manual trial and error, thus changing them is not recommended.)
+AK_OFFSET_Y = -750000
+
+# plot Alaska and Hawaii as map insets
+for nshape, shapedict in enumerate(m_.states_info):
+ if shapedict['NAME'] in ['Alaska', 'Hawaii']:
+ seg = m_.states[int(shapedict['SHAPENUM'] - 1)]
+ if shapedict['NAME'] == 'Hawaii' and float(shapedict['AREA']) > AREA_1:
+ seg = [(x + HI_OFFSET_X, y + HI_OFFSET_Y) for x, y in seg]
+ color = rgb2hex(colors[statenames[nshape]])
+ elif shapedict['NAME'] == 'Alaska' and float(shapedict['AREA']) > AREA_2:
+ seg = [(x * AK_SCALE + AK_OFFSET_X, y * AK_SCALE + AK_OFFSET_Y)
+ for x, y in seg]
+ color = rgb2hex(colors[statenames[nshape]])
+ poly = Polygon(seg, facecolor=color, edgecolor='gray', linewidth=.45)
+ ax.add_patch(poly)
+
+ax.set_title('United states population density by state')
+
+# %% --------- Plot bounding boxes for Alaska and Hawaii insets --------------
+light_gray = [0.8] * 3 # define light gray color RGB
+x1, y1 = m_([-190, -183, -180, -180, -175, -171, -171],
+ [29, 29, 26, 26, 26, 22, 20])
+# these numbers are fine-tuned manually
+x2, y2 = m_([-180, -180, -177], [26, 23, 20])
+# do not change them drastically
+m_.plot(x1, y1, color=light_gray, linewidth=0.8)
+m_.plot(x2, y2, color=light_gray, linewidth=0.8)
+
+# %% --------- Show color bar ---------------------------------------
+ax_c = fig.add_axes([0.9, 0.1, 0.03, 0.8])
+cb = ColorbarBase(ax_c, cmap=cmap, norm=norm, orientation='vertical',
+ label=r'[population per $\mathregular{km^2}$]')
+
+plt.show()
diff --git a/Downloads/basemap-develop/examples/garp.py b/Downloads/basemap-develop/examples/garp.py
new file mode 100644
index 000000000..07b38bb00
--- /dev/null
+++ b/Downloads/basemap-develop/examples/garp.py
@@ -0,0 +1,68 @@
+from __future__ import (absolute_import, division, print_function)
+
+from mpl_toolkits.basemap import Basemap
+import numpy as np
+import matplotlib.pyplot as plt
+import sys
+
+
+def get_input(prompt):
+ if sys.hexversion > 0x03000000:
+ return input(prompt)
+ else:
+ return raw_input(prompt)
+
+# the shortest route from the center of the map
+# to any other point is a straight line in the azimuthal
+# equidistant projection. Such lines show the true scale
+# on the earth's surface.
+# So, for the specified point, this script draws a map that shows
+# in which direction to depart for other points on earth and how far
+# it will be to reach that destination.
+# The specified point shows up as a red dot in the center of the map.
+
+
+# user enters the lon/lat of the point, and it's name
+lon_0 = float(get_input('input reference lon (degrees):'))
+lat_0 = float(get_input('input reference lat (degrees):'))
+location = get_input('name of location:')
+
+# no width/height or lat/lon corners specified, so whole world
+# is plotted in a circle.
+m = Basemap(resolution='c', projection='aeqd', lat_0=lat_0, lon_0=lon_0)
+
+# draw coastlines and fill continents.
+# **it's easy to make this fail with global aeqd plots.
+# For example, if the center point is at the North Pole,
+# the continent filling routines get confused and fills
+# the outside of Antartica instead of the inside**
+
+# m.drawmapboundary(fill_color='white')
+# m.drawcoastlines(linewidth=0.5)
+# m.fillcontinents(color='black',lake_color='white')
+# m.drawparallels(np.arange(-80,81,20),color='0.7')
+# m.drawmeridians(np.arange(-180,180,20),color='0.7')
+
+# draw lsmask instead of drawing continents (slower, but more robust).
+
+m.drawlsmask(land_color='black', ocean_color='white',
+ lakes=True, resolution='l', grid=5)
+m.drawparallels(np.arange(-80, 81, 20), color='0.7')
+m.drawmeridians(np.arange(-180, 180, 20), color='0.7')
+m.drawmapboundary()
+
+# blue marble background (pretty, but slow).
+
+# m.bluemarble(scale=0.5)
+# m.drawparallels(np.arange(-80,81,20),color='0.5')
+# m.drawmeridians(np.arange(-180,180,20),color='0.5')
+# m.drawmapboundary(color='0.5')
+
+# draw a red dot at the center.
+xpt, ypt = m(lon_0, lat_0)
+m.plot([xpt], [ypt], 'ro')
+
+# draw the title.
+plt.title('The World According to Garp in ' + location)
+
+plt.show()
diff --git a/Downloads/basemap-develop/examples/geos_demo.py b/Downloads/basemap-develop/examples/geos_demo.py
new file mode 100644
index 000000000..713c79440
--- /dev/null
+++ b/Downloads/basemap-develop/examples/geos_demo.py
@@ -0,0 +1,45 @@
+from __future__ import (absolute_import, division, print_function)
+
+from mpl_toolkits.basemap import Basemap
+import numpy as np
+import matplotlib.pyplot as plt
+import sys
+
+
+def get_input(prompt):
+ if sys.hexversion > 0x03000000:
+ return input(prompt)
+ else:
+ return raw_input(prompt)
+
+
+# create Basemap instance for Geostationary (satellite view) projection.
+lon_0 = float(get_input('enter reference longitude (lon_0):'))
+
+# map with land/sea mask plotted
+fig = plt.figure()
+m = Basemap(projection='geos', lon_0=lon_0, rsphere=(
+ 6378137.00, 6356752.3142), resolution=None)
+# plot land-sea mask.
+# land red, oceans blue.
+# lakes=True means plot inland lakes with ocean color.
+m.drawmapboundary()
+m.drawlsmask(land_color='red', ocean_color='blue', lakes=True)
+# draw parallels and meridians.
+m.drawparallels(np.arange(-90., 120., 30.))
+m.drawmeridians(np.arange(0., 420., 60.))
+plt.title('Geostationary Map Centered on Lon=%s' % (lon_0))
+
+# map with continents drawn and filled.
+fig = plt.figure()
+m = Basemap(projection='geos', lon_0=lon_0, rsphere=(
+ 6378137.00, 6356752.3142), resolution='l')
+m.drawcoastlines()
+m.fillcontinents(color='coral', lake_color='aqua')
+m.drawmapboundary(fill_color='aqua')
+m.drawcountries()
+# draw parallels and meridians.
+m.drawparallels(np.arange(-90., 120., 30.))
+m.drawmeridians(np.arange(0., 420., 60.))
+plt.title('Geostationary Map Centered on Lon=%s' % (lon_0))
+plt.show()
diff --git a/Downloads/basemap-develop/examples/geos_demo_2.py b/Downloads/basemap-develop/examples/geos_demo_2.py
new file mode 100644
index 000000000..adb7d986f
--- /dev/null
+++ b/Downloads/basemap-develop/examples/geos_demo_2.py
@@ -0,0 +1,79 @@
+from __future__ import (absolute_import, division, print_function)
+
+"""geos_demo_2.py
+
+This script shows how to plot data onto the Geostationary Satellite projection
+when the data is from a portion of the full Earth image. The script assumes that
+the data is already contained in a regular grid in the geos projection and that
+the corner points of the data grid are known in lat-long.
+
+Dependencies: Matplotlib, Basemap toolkit, Python Imaging Library
+
+"""
+from PIL import Image
+from mpl_toolkits.basemap import Basemap
+import numpy as np
+import matplotlib.pyplot as plt
+from matplotlib.image import pil_to_array
+
+plot_name = 'geos_demo.png'
+overlay_color = 'black'
+
+# read in jpeg image to rgb array
+pilImage = Image.open('200706041200-msg-ch01-SAfrica.jpg')
+# data = asarray(pilImage)
+data = pil_to_array(pilImage)
+data = data[:, :, 0] # get data from first channel in the image
+
+# define data region and projection parameters
+ll_lon = 9.74
+ll_lat = -35.55
+ur_lon = 48.45
+ur_lat = 0.2
+lon_0 = 0.0
+satellite_height = 35785831.0
+
+fig = plt.figure(figsize=(7, 7))
+ax = fig.add_axes((0.1, 0.1, 0.8, 0.8))
+# create Basemap instance for a Geostationary projection.
+m = Basemap(
+ projection='geos',
+ lon_0=lon_0,
+ satellite_height=satellite_height,
+ resolution='l',
+ llcrnrlon=ll_lon,
+ llcrnrlat=ll_lat,
+ urcrnrlon=ur_lon,
+ urcrnrlat=ur_lat)
+# add data
+m.imshow(data[::-1], cmap=plt.cm.gray, interpolation='nearest')
+plt.clim(0, 255)
+# draw coastlines.
+m.drawcoastlines(linewidth=0.5, color=overlay_color)
+m.drawcountries(linewidth=0.5, color=overlay_color)
+# can't label meridians on bottom, because labels would
+# be outside map projection region.
+m.drawmeridians(np.arange(10, 76, 5), labels=[0, 0, 1, 0], color=overlay_color)
+m.drawparallels(np.arange(-90, 90, 5),
+ labels=[1, 0, 0, 0], color=overlay_color)
+# add timestamp and save
+fig = plt.gcf()
+fig.text(
+ x=0.275,
+ y=0.025,
+ s=u'Meteosat-9 VIS 0.6 channel - 12:00 UTC 04/06/2007\n \N{COPYRIGHT SIGN} EUMETSAT 2007',
+ horizontalalignment='left',
+ verticalalignment='bottom',
+ fontsize=10,
+ fontweight='bold',
+ bbox=dict(
+ facecolor='gray',
+ alpha=0.25,
+ pad=15))
+fig.set_size_inches((8, 6))
+plt.title('Meteosat Geostationary Satellite Image - Portion of Full Earth',
+ y=1.05, fontsize=12)
+
+plt.show()
+# fig.savefig(plot_name)
+# print 'Plot saved to %s' % (plot_name)
diff --git a/Downloads/basemap-develop/examples/geos_demo_3.py b/Downloads/basemap-develop/examples/geos_demo_3.py
new file mode 100644
index 000000000..05284148b
--- /dev/null
+++ b/Downloads/basemap-develop/examples/geos_demo_3.py
@@ -0,0 +1,51 @@
+from __future__ import (absolute_import, division, print_function)
+
+from mpl_toolkits.basemap import Basemap
+import numpy as np
+import matplotlib.pyplot as plt
+
+fig = plt.figure()
+lon_0 = 57
+# global geos map
+m1 = Basemap(projection='geos', lon_0=lon_0, rsphere=(
+ 6378137.00, 6356752.3142), resolution=None)
+ax = fig.add_axes([0.1, 0.1, 0.8, 0.8], facecolor='k')
+# plot just upper right quadrant (coordinates determined from global map).
+m = Basemap(
+ projection='geos',
+ lon_0=lon_0,
+ rsphere=(
+ 6378137.00,
+ 6356752.3142),
+ resolution='l',
+ llcrnrx=0.,
+ llcrnry=0.,
+ urcrnrx=m1.urcrnrx / 2.,
+ urcrnry=m1.urcrnry / 2.)
+m.drawcoastlines()
+m.drawmapboundary(fill_color='aqua')
+m.fillcontinents(color='coral', lake_color='aqua')
+m.drawcountries()
+# draw parallels and meridians.
+m.drawparallels(np.arange(-90., 120., 30.))
+m.drawmeridians(np.arange(0., 420., 60.))
+plt.title('Geostationary Map Centered on Lon=%s' % lon_0)
+
+fig = plt.figure()
+# global ortho map
+lat_0 = 10.
+m1 = Basemap(projection='ortho', lon_0=lon_0, lat_0=lat_0, resolution=None)
+ax = fig.add_axes([0.1, 0.1, 0.8, 0.8], facecolor='k')
+# plot just upper right quadrant (corners determined from global map).
+m = Basemap(projection='ortho', lon_0=lon_0, lat_0=lat_0, resolution='l',
+ llcrnrx=0., llcrnry=0., urcrnrx=m1.urcrnrx / 2., urcrnry=m1.urcrnry / 2.)
+m.drawcoastlines()
+m.drawmapboundary(fill_color='aqua')
+m.fillcontinents(color='coral', lake_color='aqua')
+m.drawcountries()
+# draw parallels and meridians.
+m.drawparallels(np.arange(-90., 120., 30.))
+m.drawmeridians(np.arange(0., 420., 60.))
+plt.title('Orthographic Map Centered on Lon=%s, Lat=%s' % (lon_0, lat_0))
+
+plt.show()
diff --git a/Downloads/basemap-develop/examples/hexbin_demo.py b/Downloads/basemap-develop/examples/hexbin_demo.py
new file mode 100644
index 000000000..b5b6df94b
--- /dev/null
+++ b/Downloads/basemap-develop/examples/hexbin_demo.py
@@ -0,0 +1,68 @@
+from __future__ import (absolute_import, division, print_function)
+
+# example showing how to plot scattered data with hexbin.
+from numpy.random import uniform
+import matplotlib.pyplot as plt
+import numpy as np
+from mpl_toolkits.basemap import Basemap
+
+# create north polar stereographic basemap
+m = Basemap(lon_0=270, boundinglat=20, projection='npstere', round=True)
+# m = Basemap(lon_0=-105,lat_0=40,projection='ortho')
+
+# number of points, bins to plot.
+npts = 10000
+bins = 40
+# generate random points on a sphere,
+# so that every small area on the sphere is expected
+# to have the same number of points.
+# http://mathworld.wolfram.com/SpherePointPicking.html
+u = uniform(0., 1., size=npts)
+v = uniform(0., 1., size=npts)
+lons = 360. * u
+lats = (180. / np.pi) * np.arccos(2 * v - 1) - 90.
+# toss points outside of map region.
+lats = np.compress(lats > 20, lats)
+lons = np.compress(lats > 20, lons)
+# convert to map projection coordinates.
+x1, y1 = m(lons, lats)
+# remove points outside projection limb.
+x = np.compress(np.logical_or(x1 < 1.e20, y1 < 1.e20), x1)
+y = np.compress(np.logical_or(x1 < 1.e20, y1 < 1.e20), y1)
+# function to plot at those points.
+xscaled = 4. * (x - 0.5 * (m.xmax - m.xmin)) / m.xmax
+yscaled = 4. * (y - 0.5 * (m.ymax - m.ymin)) / m.ymax
+z = xscaled * np.exp(-xscaled**2 - yscaled**2)
+
+# make plot using hexbin
+fig = plt.figure(figsize=(12, 5))
+ax = fig.add_subplot(121)
+CS = m.hexbin(x, y, C=z, gridsize=bins, cmap=plt.cm.jet)
+# draw coastlines, lat/lon lines.
+m.drawcoastlines()
+m.drawparallels(np.arange(0, 81, 20))
+m.drawmeridians(np.arange(-180, 181, 60))
+m.colorbar() # draw colorbar
+plt.title('hexbin demo')
+
+# use histogram2d instead of hexbin.
+ax = fig.add_subplot(122)
+# remove points outside projection limb.
+bincount, xedges, yedges = np.histogram2d(x, y, bins=bins)
+mask = bincount == 0
+# reset zero values to one to avoid divide-by-zero
+bincount = np.where(bincount == 0, 1, bincount)
+H, xedges, yedges = np.histogram2d(x, y, bins=bins, weights=z)
+H = np.ma.masked_where(mask, H / bincount)
+# set color of masked values to axes background (hexbin does this by default)
+palette = plt.cm.jet
+palette.set_bad(ax.get_facecolor(), 1.0)
+CS = m.pcolormesh(xedges, yedges, H.T, shading='flat', cmap=palette)
+# draw coastlines, lat/lon lines.
+m.drawcoastlines()
+m.drawparallels(np.arange(0, 81, 20))
+m.drawmeridians(np.arange(-180, 181, 60))
+m.colorbar() # draw colorbar
+plt.title('histogram2d demo')
+
+plt.show()
diff --git a/Downloads/basemap-develop/examples/hires.py b/Downloads/basemap-develop/examples/hires.py
new file mode 100644
index 000000000..3a388068f
--- /dev/null
+++ b/Downloads/basemap-develop/examples/hires.py
@@ -0,0 +1,51 @@
+from __future__ import print_function
+
+import time
+import pickle
+
+import numpy as np
+import matplotlib.pyplot as plt
+from mpl_toolkits.basemap import Basemap
+
+
+# Create figure.
+fig = plt.figure()
+
+# Create Basemap instance:
+# - Use 'full' resolution coastlines.
+# - Make sure that countries and rivers are loaded.
+t0 = time.time()
+bmap1 = Basemap(width=920000, height=1100000, resolution="f",
+ projection="tmerc", lon_0=-4.2, lat_0=54.6)
+bmap1.drawcountries()
+bmap1.drawrivers()
+t1 = time.time()
+print("{0:.3f} secs to plot with a Basemap instance created at runtime".format(t1 - t0))
+
+# Clear the figure.
+plt.clf()
+
+# Pickle the class instance.
+with open("map.pickle", "wb") as fd:
+ pickle.dump(bmap1, fd, protocol=-1)
+
+# Read pickle back in and plot it again (should be much faster):
+# - Draw coastlines and fill continents and lakes.
+# - Draw political boundaries and rivers.
+# - Draw parallels and meridians.
+# - Draw map boundary and fill map background.
+t0 = time.time()
+with open("map.pickle", "rb") as fd:
+ bmap2 = pickle.load(fd)
+bmap2.drawcoastlines()
+bmap2.fillcontinents(color="coral", lake_color="aqua")
+bmap2.drawcountries(linewidth=1)
+bmap2.drawrivers(color="b")
+bmap2.drawparallels(np.arange(48, 65, 2), labels=[1, 1, 0, 0])
+bmap2.drawmeridians(np.arange(-12, 13, 2), labels=[0, 0, 1, 1])
+bmap2.drawmapboundary(fill_color="aqua")
+t1 = time.time()
+print("{0:.3f} secs to plot with a pickled Basemap instance".format(t1 - t0))
+
+plt.title("High-Res British Isles", y=1.04)
+plt.show()
diff --git a/Downloads/basemap-develop/examples/huralll020.dbf b/Downloads/basemap-develop/examples/huralll020.dbf
new file mode 100644
index 000000000..e97a80f78
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diff --git a/Downloads/basemap-develop/examples/huralll020.shp b/Downloads/basemap-develop/examples/huralll020.shp
new file mode 100644
index 000000000..bc233612c
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diff --git a/Downloads/basemap-develop/examples/huralll020.shx b/Downloads/basemap-develop/examples/huralll020.shx
new file mode 100644
index 000000000..37c3df808
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diff --git a/Downloads/basemap-develop/examples/hurrtracks.py b/Downloads/basemap-develop/examples/hurrtracks.py
new file mode 100644
index 000000000..b0547de8a
--- /dev/null
+++ b/Downloads/basemap-develop/examples/hurrtracks.py
@@ -0,0 +1,46 @@
+"""
+draw Atlantic Hurricane Tracks for storms that reached Cat 4 or 5.
+part of the track for which storm is cat 4 or 5 is shown red.
+ESRI shapefile data from http://nationalatlas.gov/mld/huralll.html
+"""
+import os
+import numpy as np
+import matplotlib.pyplot as plt
+from mpl_toolkits.basemap import Basemap
+# Lambert Conformal Conic map.
+m = Basemap(llcrnrlon=-100., llcrnrlat=0., urcrnrlon=-20., urcrnrlat=57.,
+ projection='lcc', lat_1=20., lat_2=40., lon_0=-60.,
+ resolution='l', area_thresh=1000.)
+# create figure.
+fig = plt.figure()
+# read shapefile.
+shp_info = m.readshapefile('huralll020', 'hurrtracks', drawbounds=False)
+# find names of storms that reached Cat 4.
+names = []
+for shapedict in m.hurrtracks_info:
+ cat = shapedict['CATEGORY']
+ name = shapedict['NAME']
+ if cat in ['H4', 'H5'] and name not in names:
+ # only use named storms.
+ if name != 'NOT NAMED':
+ names.append(name)
+# plot tracks of those storms.
+for shapedict, shape in zip(m.hurrtracks_info, m.hurrtracks):
+ name = shapedict['NAME']
+ cat = shapedict['CATEGORY']
+ if name in names:
+ xx, yy = zip(*shape)
+ # show part of track where storm > Cat 4 as thick red.
+ if cat in ['H4', 'H5']:
+ m.plot(xx, yy, linewidth=1.5, color='r')
+ elif cat in ['H1', 'H2', 'H3']:
+ m.plot(xx, yy, color='k')
+# draw coastlines, meridians and parallels.
+m.drawcoastlines()
+m.drawcountries()
+m.drawmapboundary(fill_color='#99ffff')
+m.fillcontinents(color='#cc9966', lake_color='#99ffff')
+m.drawparallels(np.arange(10, 70, 20), labels=[1, 1, 0, 0])
+m.drawmeridians(np.arange(-100, 0, 20), labels=[0, 0, 0, 1])
+plt.title('Atlantic Hurricane Tracks (Storms Reaching Category 4, 1851-2004)')
+plt.show()
diff --git a/Downloads/basemap-develop/examples/land_shallow_topo_2048.jpg b/Downloads/basemap-develop/examples/land_shallow_topo_2048.jpg
new file mode 100644
index 000000000..0e872b8e5
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diff --git a/Downloads/basemap-develop/examples/lic_demo.py b/Downloads/basemap-develop/examples/lic_demo.py
new file mode 100755
index 000000000..fa92b1863
--- /dev/null
+++ b/Downloads/basemap-develop/examples/lic_demo.py
@@ -0,0 +1,52 @@
+from __future__ import (absolute_import, division, print_function)
+
+# example showing how to use Line Integral Convolution to visualize a vector
+# flow field (from Hurricane Earl). Produces something akin to streamlines.
+# Requires vectorplot scikit (http://scikits.appspot.com/vectorplot).
+from netCDF4 import Dataset as NetCDFFile
+from mpl_toolkits.basemap import Basemap, interp
+import numpy as np
+import matplotlib.pyplot as plt
+try:
+ from scikits.vectorplot import lic_internal
+except ImportError:
+ raise ImportError('need vectorplot scikit for this example')
+
+# H*wind data from http://www.aoml.noaa.gov/hrd/data_sub/wind.html
+ncfile = NetCDFFile('rita.nc')
+udat = ncfile.variables['sfc_u'][0, :, :]
+vdat = ncfile.variables['sfc_v'][0, :, :]
+lons1 = ncfile.variables['longitude'][:]
+lats1 = ncfile.variables['latitude'][:]
+lat0 = lats1[len(lats1) / 2]
+lon0 = lons1[len(lons1) / 2]
+lons, lats = np.meshgrid(lons1, lats1)
+ncfile.close()
+
+# downsample to finer grid for nicer looking plot.
+nlats = 2 * udat.shape[0]
+nlons = 2 * udat.shape[1]
+lons = np.linspace(lons1[0], lons1[-1], nlons)
+lats = np.linspace(lats1[0], lats1[-1], nlats)
+lons, lats = np.meshgrid(lons, lats)
+udat = interp(udat, lons1, lats1, lons, lats, order=3)
+vdat = interp(vdat, lons1, lats1, lons, lats, order=3)
+
+
+fig = plt.figure(figsize=(8, 8))
+m = Basemap(projection='cyl', llcrnrlat=lats1[0], llcrnrlon=lons1[0],
+ urcrnrlat=lats1[-1], urcrnrlon=lons1[-1], resolution='i')
+# pass texture, kernel and data to LIC function from vectorplot.
+kernellen = 31
+texture = np.random.rand(udat.shape[0], udat.shape[1]).astype(np.float32)
+kernel = np.sin(np.arange(kernellen) * np.pi / kernellen).astype(np.float32)
+image = lic_internal.line_integral_convolution(udat.astype(np.float32),
+ vdat.astype(np.float32), texture, kernel)
+# plot the resulting image.
+im = m.imshow(image, plt.cm.gist_stern)
+m.drawcoastlines()
+m.drawmeridians(np.arange(-120, -60, 2), labels=[0, 0, 0, 1])
+m.drawparallels(np.arange(0, 30, 2), labels=[1, 0, 0, 0])
+plt.title('Hurricane Rita flow field visualized with Line Integral Convolution',
+ fontsize=13)
+plt.show()
diff --git a/Downloads/basemap-develop/examples/make_inset.py b/Downloads/basemap-develop/examples/make_inset.py
new file mode 100644
index 000000000..7ef620d46
--- /dev/null
+++ b/Downloads/basemap-develop/examples/make_inset.py
@@ -0,0 +1,33 @@
+from __future__ import (absolute_import, division, print_function)
+
+from mpl_toolkits.basemap import Basemap
+from mpl_toolkits.axes_grid1.inset_locator import inset_axes
+import matplotlib.pyplot as plt
+from matplotlib.patches import Polygon
+
+# Set up the primary map
+fig = plt.figure()
+ax = fig.add_subplot(111)
+bmap =\
+ Basemap(projection='lcc', width=6000.e3, height=4000.e3,
+ lon_0=-90, lat_0=40, resolution='l', ax=ax)
+bmap.fillcontinents(color='coral', lake_color='aqua')
+bmap.drawcountries()
+bmap.drawstates()
+bmap.drawmapboundary(fill_color='aqua')
+bmap.drawcoastlines()
+plt.title('map with an inset showing where the map is')
+
+# axes for inset map.
+axin = inset_axes(bmap.ax, width="30%", height="30%", loc=4)
+
+# inset map is global, with primary map projection region drawn on it.
+omap = Basemap(projection='ortho', lon_0=-105, lat_0=40, ax=axin, anchor='NE')
+omap.drawcountries(color='white')
+omap.fillcontinents(color='gray') # color = 'coral'
+bx, by = omap(bmap.boundarylons, bmap.boundarylats)
+xy = list(zip(bx, by))
+mapboundary = Polygon(xy, edgecolor='red', linewidth=2, fill=False)
+omap.ax.add_patch(mapboundary)
+
+plt.show()
diff --git a/Downloads/basemap-develop/examples/maskoceans.py b/Downloads/basemap-develop/examples/maskoceans.py
new file mode 100644
index 000000000..7a203d30b
--- /dev/null
+++ b/Downloads/basemap-develop/examples/maskoceans.py
@@ -0,0 +1,54 @@
+from __future__ import (absolute_import, division, print_function)
+
+from mpl_toolkits.basemap import Basemap, shiftgrid, maskoceans, interp
+import numpy as np
+import matplotlib.pyplot as plt
+
+# example showing how to mask out 'wet' areas on a contour or pcolor plot.
+
+topodatin = np.loadtxt('etopo20data.gz')
+lonsin = np.loadtxt('etopo20lons.gz')
+latsin = np.loadtxt('etopo20lats.gz')
+
+# shift data so lons go from -180 to 180 instead of 20 to 380.
+topoin, lons1 = shiftgrid(180., topodatin, lonsin, start=False)
+lats1 = latsin
+
+fig = plt.figure()
+# setup basemap
+m = Basemap(resolution='l', projection='lcc', lon_0=-
+ 100, lat_0=40, width=8.e6, height=6.e6)
+lons, lats = np.meshgrid(lons1, lats1)
+x, y = m(lons, lats)
+# interpolate land/sea mask to topo grid, mask ocean values.
+# output may look 'blocky' near coastlines, since data is at much
+# lower resolution than land/sea mask.
+topo = maskoceans(lons, lats, topoin)
+# make contour plot (ocean values will be masked)
+CS = m.contourf(x, y, topo, np.arange(-300, 3001, 50),
+ cmap=plt.cm.jet, extend='both')
+# im=m.pcolormesh(x,y,topo,cmap=plt.cm.jet,vmin=-300,vmax=3000)
+# draw coastlines.
+m.drawcoastlines()
+plt.title('ETOPO data with marine areas masked (original grid)')
+
+fig = plt.figure()
+# interpolate topo data to higher resolution grid (to better match
+# the land/sea mask). Output looks less 'blocky' near coastlines.
+nlats = 3 * topoin.shape[0]
+nlons = 3 * topoin.shape[1]
+lons = np.linspace(-180, 180, nlons)
+lats = np.linspace(-90, 90, nlats)
+lons, lats = np.meshgrid(lons, lats)
+x, y = m(lons, lats)
+topo = interp(topoin, lons1, lats1, lons, lats, order=1)
+# interpolate land/sea mask to topo grid, mask ocean values.
+topo = maskoceans(lons, lats, topo)
+# make contour plot (ocean values will be masked)
+CS = m.contourf(x, y, topo, np.arange(-300, 3001, 50),
+ cmap=plt.cm.jet, extend='both')
+# im=m.pcolormesh(x,y,topo,cmap=plt.cm.jet,vmin=-300,vmax=3000)
+# draw coastlines.
+m.drawcoastlines()
+plt.title('ETOPO data with marine areas masked (data on finer grid)')
+plt.show()
diff --git a/Downloads/basemap-develop/examples/nsper_demo.py b/Downloads/basemap-develop/examples/nsper_demo.py
new file mode 100644
index 000000000..90e5ed658
--- /dev/null
+++ b/Downloads/basemap-develop/examples/nsper_demo.py
@@ -0,0 +1,64 @@
+from __future__ import (absolute_import, division, print_function)
+
+from mpl_toolkits.basemap import Basemap
+import numpy as np
+import matplotlib.pyplot as plt
+import sys
+
+
+def get_input(prompt):
+ if sys.hexversion > 0x03000000:
+ return input(prompt)
+ else:
+ return raw_input(prompt)
+
+
+# create Basemap instance for Near-Sided Perspective (satellite view) projection.
+lon_0 = float(get_input('enter reference longitude (lon_0):'))
+lat_0 = float(get_input('enter reference latitude (lat_0):'))
+h = float(get_input('enter altitude of camera in km (h):'))
+h = h * 1000.
+
+# map with continents drawn and filled.
+fig = plt.figure()
+m = Basemap(projection='nsper', lon_0=lon_0, lat_0=lat_0,
+ satellite_height=h, resolution='l')
+m.drawcoastlines()
+m.drawmapboundary(fill_color='aqua')
+m.fillcontinents(color='coral', lake_color='aqua')
+m.drawcountries()
+m.drawstates()
+# draw parallels and meridians.
+m.drawparallels(np.arange(-90., 120., 10.))
+m.drawmeridians(np.arange(0., 420., 20.))
+m.drawmapboundary(fill_color='aqua')
+plt.title('Near-Sided Perspective Map Centered on Lon=%s, Lat=%s, H=%g' %
+ (lon_0, lat_0, h / 1000.), fontsize=10)
+
+fig = plt.figure()
+m1 = Basemap(projection='nsper', lon_0=lon_0, lat_0=lat_0,
+ satellite_height=h, resolution=None)
+ax = fig.add_axes([0.1, 0.1, 0.8, 0.8], facecolor='k')
+# plot just upper right quadrant (coordinates determined from global map).
+m = Basemap(
+ projection='nsper',
+ lon_0=lon_0,
+ lat_0=lat_0,
+ satellite_height=h,
+ resolution='l',
+ llcrnrx=0.,
+ llcrnry=0.,
+ urcrnrx=m1.urcrnrx / 2.,
+ urcrnry=m1.urcrnry / 2.)
+m.drawcoastlines()
+m.drawmapboundary(fill_color='aqua')
+m.fillcontinents(color='coral', lake_color='aqua')
+m.drawcountries()
+m.drawstates()
+# draw parallels and meridians.
+m.drawparallels(np.arange(-90., 120., 30.))
+m.drawmeridians(np.arange(0., 420., 60.))
+plt.title('Near-Sided Perspective Map Centered on Lon=%s, Lat=%s, H=%g' %
+ (lon_0, lat_0, h / 1000.), fontsize=10)
+
+plt.show()
diff --git a/Downloads/basemap-develop/examples/nws_precip_conus_20061222.nc b/Downloads/basemap-develop/examples/nws_precip_conus_20061222.nc
new file mode 100644
index 000000000..8c6b55c45
Binary files /dev/null and b/Downloads/basemap-develop/examples/nws_precip_conus_20061222.nc differ
diff --git a/Downloads/basemap-develop/examples/nytolondon.py b/Downloads/basemap-develop/examples/nytolondon.py
new file mode 100644
index 000000000..0e9f9fcb7
--- /dev/null
+++ b/Downloads/basemap-develop/examples/nytolondon.py
@@ -0,0 +1,128 @@
+from __future__ import (absolute_import, division, print_function)
+
+# example demonstrating how to draw a great circle on a map.
+from mpl_toolkits.basemap import Basemap
+import numpy as np
+import matplotlib.pyplot as plt
+import sys
+
+# setup lambert azimuthal map projection.
+# create new figure
+fig = plt.figure()
+m = Basemap(llcrnrlon=-100., llcrnrlat=20., urcrnrlon=20., urcrnrlat=60.,
+ rsphere=(6378137.00, 6356752.3142),
+ resolution='c', area_thresh=10000., projection='merc',
+ lat_0=40., lon_0=-20., lat_ts=20.)
+# nylat, nylon are lat/lon of New York
+nylat = 40.78
+nylon = -73.98
+# lonlat, lonlon are lat/lon of London.
+lonlat = 51.53
+lonlon = 0.08
+
+# find 1000 points along the great circle.
+# x,y = m.gcpoints(nylon,nylat,lonlon,lonlat,1000)
+# draw the great circle.
+# m.plot(x,y,linewidth=2)
+# drawgreatcircle performs the previous 2 steps in one call.
+m.drawgreatcircle(nylon, nylat, lonlon, lonlat, linewidth=2, color='b')
+
+m.drawcoastlines()
+m.fillcontinents()
+# draw parallels
+circles = np.arange(10, 90, 20)
+m.drawparallels(circles, labels=[1, 1, 0, 1])
+# draw meridians
+meridians = np.arange(-180, 180, 30)
+m.drawmeridians(meridians, labels=[1, 1, 0, 1])
+plt.title('Great Circle from New York to London (Mercator)')
+sys.stdout.write('plotting Great Circle from New York to London (Mercator)\n')
+
+# create new figure
+fig = plt.figure()
+# setup a gnomonic projection.
+m = Basemap(llcrnrlon=-100., llcrnrlat=20., urcrnrlon=20., urcrnrlat=60.,
+ resolution='c', area_thresh=10000., projection='gnom',
+ lat_0=40., lon_0=-45.)
+# nylat, nylon are lat/lon of New York
+nylat = 40.78
+nylon = -73.98
+# lonlat, lonlon are lat/lon of London.
+lonlat = 51.53
+lonlon = 0.08
+
+# find 1000 points along the great circle.
+# x,y = m.gcpoints(nylon,nylat,lonlon,lonlat,1000)
+# draw the great circle.
+# m.plot(x,y,linewidth=2)
+# drawgreatcircle performs the previous 2 steps in one call.
+m.drawgreatcircle(nylon, nylat, lonlon, lonlat, linewidth=2, color='b')
+m.drawcoastlines()
+m.fillcontinents()
+# draw parallels
+circles = np.arange(10, 90, 20)
+m.drawparallels(circles, labels=[0, 1, 0, 0])
+# draw meridians
+meridians = np.arange(-180, 180, 30)
+m.drawmeridians(meridians, labels=[1, 1, 0, 1])
+plt.title('Great Circle from New York to London (Gnomonic)')
+sys.stdout.write('plotting Great Circle from New York to London (Gnomonic)\n')
+
+fig = plt.figure()
+
+
+# Example of Great Circles which exit and reenter the map
+m = Basemap(projection='robin', lat_0=0, lon_0=0, resolution='c')
+
+m.drawmapboundary(fill_color='#ffffff', color='#ffffff')
+m.fillcontinents(color='#f2f2f2', lake_color='#ffffff')
+m.drawcoastlines(color='#e0e0e0')
+m.drawcountries(color='#e0e0e0')
+
+parallels = np.arange(-90, 90, 10.)
+meridians = np.arange(10., 351., 20.)
+m.drawparallels(parallels, labels=[
+ False, False, False, False], color='#d3d3d3', dashes=[1, 3])
+m.drawmeridians(meridians, labels=[
+ False, False, False, False], color='#d3d3d3', dashes=[1, 3])
+
+# Choose the lat and longtitude of two points
+
+p1 = (45.27, -75.42) # roughly Ottawa
+p2 = (44.05, -4.28) # roughly Paris
+p3 = (-38.58, 145.05) # roughly Victoria
+
+la1, lo1 = p1
+la2, lo2 = p2
+la3, lo3 = p3
+
+# Drawing points; you need to convert from lon-lat to xy-cartesian
+x1, y1 = m(lo1, la1)
+x2, y2 = m(lo2, la2)
+x3, y3 = m(lo3, la3)
+
+# Convert back by setting inverse=True
+lon, lat = m(x1, y1, inverse=True)
+
+# Plot pionts using markers
+m.plot(x1, y1, marker='.', markersize=8, color='#000000')
+m.plot(x2, y2, marker='.', markersize=8, color='#000000')
+m.plot(x3, y3, marker='.', markersize=8, color='#000000')
+
+# Of note, the map uses metres as it's smallest distance, so 1000*x is x km
+# The offset is in projection cooordinates
+plt.text(x1 + 100000, y1 + 100000, 'Ottawa')
+plt.text(x2 + 100000, y2 + 100000, 'Paris')
+plt.text(x3 + 100000, y3 + 100000, 'Victoria')
+
+# Draw a great circle line joining them
+m.drawgreatcircle(lo1, la1, lo2, la2, linewidth=1,
+ color='#000000', alpha=1, del_s=100)
+m.drawgreatcircle(lo2, la2, lo3, la3, linewidth=1,
+ color='#000000', alpha=1, del_s=100)
+
+# Drawing a great circle which exits and reenters the map works on certain projections
+m.drawgreatcircle(lo1, la1, lo3, la3, linewidth=1,
+ color='#FF0000', alpha=1, del_s=100)
+
+plt.show()
diff --git a/Downloads/basemap-develop/examples/ortho_demo.py b/Downloads/basemap-develop/examples/ortho_demo.py
new file mode 100644
index 000000000..bc16e044f
--- /dev/null
+++ b/Downloads/basemap-develop/examples/ortho_demo.py
@@ -0,0 +1,57 @@
+from __future__ import (absolute_import, division, print_function)
+
+from mpl_toolkits.basemap import Basemap
+import numpy as np
+import matplotlib.pyplot as plt
+import sys
+
+
+def get_input(prompt):
+ if sys.hexversion > 0x03000000:
+ return input(prompt)
+ else:
+ return raw_input(prompt)
+
+
+# create Basemap instance for Orthographic (satellite view) projection.
+lon_0 = float(get_input('enter reference longitude (lon_0):'))
+lat_0 = float(get_input('enter reference latitude (lat_0):'))
+
+# map with land/sea mask plotted
+fig = plt.figure()
+resolution = 'l'
+grid = 5
+m = Basemap(projection='ortho', lon_0=lon_0,
+ lat_0=lat_0, resolution=resolution)
+# land coral, oceans aqua.
+# lakes=True means plot inland lakes with ocean color.
+# resolution = 5 (default) means use 5 min dataset (can use 2.5)
+m.drawmapboundary()
+m.drawcoastlines()
+m.drawlsmask(land_color='coral', ocean_color='aqua', lakes=True,
+ resolution=resolution, grid=grid)
+# draw parallels and meridians.
+m.drawparallels(np.arange(-90., 120., 30.))
+m.drawmeridians(np.arange(0., 420., 60.))
+plt.title('Orthographic Map Centered on Lon=%s, Lat=%s' % (lon_0, lat_0))
+
+# map with continents drawn and filled (continent filling fails for
+# lon=-120,lat=60).
+fig = plt.figure()
+m = Basemap(projection='ortho', lon_0=lon_0,
+ lat_0=lat_0, resolution=resolution)
+m.drawcoastlines()
+m.fillcontinents(color='coral', lake_color='aqua')
+m.drawcountries()
+# draw parallels and meridians.
+m.drawparallels(np.arange(-90., 120., 30.))
+m.drawmeridians(np.arange(0., 420., 60.))
+m.drawmapboundary(fill_color='aqua')
+# add a map scale.
+length = 5000
+x1, y1 = 0.3 * m.xmax, 0.25 * m.ymax
+lon1, lat1 = m(x1, y1, inverse=True)
+m.drawmapscale(lon1, lat1, lon1, lat1, length, fontsize=8, barstyle='fancy',
+ labelstyle='fancy', units='km')
+plt.title('Orthographic Map Centered on Lon=%s, Lat=%s' % (lon_0, lat_0))
+plt.show()
diff --git a/Downloads/basemap-develop/examples/panelplot.py b/Downloads/basemap-develop/examples/panelplot.py
new file mode 100644
index 000000000..eb42cc0bf
--- /dev/null
+++ b/Downloads/basemap-develop/examples/panelplot.py
@@ -0,0 +1,87 @@
+from __future__ import (absolute_import, division, print_function)
+
+from mpl_toolkits.basemap import Basemap
+from matplotlib import rcParams
+from matplotlib.ticker import MultipleLocator
+import numpy as np
+import matplotlib.pyplot as plt
+
+
+# read in data on lat/lon grid.
+hgt = np.loadtxt('500hgtdata.gz')
+lons = np.loadtxt('500hgtlons.gz')
+lats = np.loadtxt('500hgtlats.gz')
+lons, lats = np.meshgrid(lons, lats)
+
+# Example to show how to make multi-panel plots.
+
+# 2-panel plot, oriented vertically, colorbar on bottom.
+
+rcParams['figure.subplot.hspace'] = 0.4 # more height between subplots
+rcParams['figure.subplot.wspace'] = 0.5 # more width between subplots
+
+# create new figure
+fig = plt.figure()
+# panel 1
+mnh = Basemap(lon_0=-105, boundinglat=20.,
+ resolution='c', area_thresh=10000., projection='nplaea')
+xnh, ynh = mnh(lons, lats)
+ax = fig.add_subplot(211)
+CS = mnh.contour(xnh, ynh, hgt, 15, linewidths=0.5, colors='k')
+CS = mnh.contourf(xnh, ynh, hgt, 15, cmap=plt.cm.Spectral)
+# colorbar on bottom.
+mnh.colorbar(location='bottom', pad='12%', ticks=CS.levels[0::4])
+mnh.drawcoastlines(linewidth=0.5)
+delat = 30.
+circles = np.arange(0., 90., delat).tolist() +\
+ np.arange(-delat, -90, -delat).tolist()
+mnh.drawparallels(circles, labels=[1, 0, 0, 0])
+delon = 45.
+meridians = np.arange(0, 360, delon)
+mnh.drawmeridians(meridians, labels=[1, 0, 0, 1])
+plt.title('NH 500 hPa Height (cm.Spectral)')
+
+# panel 2
+msh = Basemap(lon_0=-105, boundinglat=-20.,
+ resolution='c', area_thresh=10000., projection='splaea')
+xsh, ysh = msh(lons, lats)
+ax = fig.add_subplot(212)
+CS = msh.contour(xsh, ysh, hgt, 15, linewidths=0.5, colors='k')
+CS = msh.contourf(xsh, ysh, hgt, 15, cmap=plt.cm.Spectral)
+# colorbar on bottom.
+msh.colorbar(location='bottom', pad='12%', ticks=MultipleLocator(320))
+msh.drawcoastlines(linewidth=0.5)
+msh.drawparallels(circles, labels=[1, 0, 0, 0])
+msh.drawmeridians(meridians, labels=[1, 0, 0, 1])
+plt.title('SH 500 hPa Height (cm.Spectral)')
+
+# 2-panel plot, oriented horizontally, colorbar on right.
+
+# adjust default subplot parameters a bit
+rcParams['figure.subplot.left'] = 0.1 # move left edge of subplot over a bit
+rcParams['figure.subplot.right'] = 0.85
+rcParams['figure.subplot.top'] = 0.85
+
+# panel 1
+fig = plt.figure()
+ax = fig.add_subplot(121)
+CS = mnh.contour(xnh, ynh, hgt, 15, linewidths=0.5, colors='k')
+CS = mnh.contourf(xnh, ynh, hgt, 15, cmap=plt.cm.RdBu)
+# colorbar on right
+mnh.colorbar(location='right', ticks=MultipleLocator(160))
+mnh.drawcoastlines(linewidth=0.5)
+mnh.drawparallels(circles, labels=[1, 0, 0, 0])
+mnh.drawmeridians(meridians, labels=[1, 0, 0, 1])
+plt.title('NH 500 hPa Height (cm.RdBu)')
+
+# panel 2
+ax = fig.add_subplot(122)
+CS = msh.contour(xsh, ysh, hgt, 15, linewidths=0.5, colors='k')
+CS = msh.contourf(xsh, ysh, hgt, 15, cmap=plt.cm.RdBu)
+# colorbar on right.
+msh.colorbar(location='right', ticks=MultipleLocator(160))
+msh.drawcoastlines(linewidth=0.5)
+msh.drawparallels(circles, labels=[1, 0, 0, 0])
+msh.drawmeridians(meridians, labels=[1, 0, 0, 1])
+plt.title('SH 500 hPa Height (cm.RdBu)')
+plt.show()
diff --git a/Downloads/basemap-develop/examples/plot_tissot.py b/Downloads/basemap-develop/examples/plot_tissot.py
new file mode 100644
index 000000000..23c25e9f2
--- /dev/null
+++ b/Downloads/basemap-develop/examples/plot_tissot.py
@@ -0,0 +1,58 @@
+from __future__ import (absolute_import, division, print_function)
+
+import numpy as np
+import sys
+import matplotlib.pyplot as plt
+from mpl_toolkits.basemap import Basemap
+from mpl_toolkits.basemap import __version__ as basemap_version
+
+# Tissot's Indicatrix (http://en.wikipedia.org/wiki/Tissot's_Indicatrix).
+# These diagrams illustrate the distortion inherent in all map projections.
+# In conformal projections, where angles are conserved around every location,
+# the Tissot's indicatrix are all circles, with varying sizes. In equal-area
+# projections, where area proportions between objects are conserved, the
+# Tissot's indicatrix have all unit area, although their shapes and
+# orientations vary with location.
+
+# requires Basemap version 0.99.1
+if basemap_version < '0.99.1':
+ raise SystemExit("this example requires Basemap version 0.99.1 or higher")
+
+# create Basemap instances with several different projections
+m1 = Basemap(llcrnrlon=-180, llcrnrlat=-80, urcrnrlon=180, urcrnrlat=80,
+ projection='cyl')
+m2 = Basemap(llcrnrlon=-180, llcrnrlat=-80, urcrnrlon=180, urcrnrlat=80,
+ projection='mill')
+m3 = Basemap(lon_0=-60, lat_0=45, projection='ortho')
+m4 = Basemap(llcrnrlon=-180, llcrnrlat=-80, urcrnrlon=180, urcrnrlat=80,
+ projection='merc', lat_ts=20)
+m5 = Basemap(lon_0=270, lat_0=90, boundinglat=5, projection='npstere')
+m6 = Basemap(lon_0=270, lat_0=90, boundinglat=5, projection='nplaea')
+m7 = Basemap(lon_0=0, projection='moll')
+m8 = Basemap(lon_0=0, projection='robin')
+m9 = Basemap(lon_0=0, projection='hammer')
+m10 = Basemap(lon_0=0, projection='mbtfpq')
+m11 = Basemap(lon_0=0, projection='eck4')
+m12 = Basemap(lon_0=0, projection='kav7')
+m13 = Basemap(lon_0=270, lat_0=90, boundinglat=5, projection='npaeqd')
+
+for m in [m1, m2, m3, m4, m5, m6, m7, m8, m9, m10, m11, m12, m13]:
+ # make a new figure.
+ fig = plt.figure()
+ # draw "circles" at specified longitudes and latitudes.
+ for parallel in range(-70, 71, 20):
+ for meridian in range(-150, 151, 60):
+ poly = m.tissot(meridian, parallel, 6, 100,
+ facecolor='green', zorder=10, alpha=0.5)
+ # draw meridians and parallels.
+ m.drawparallels(np.arange(-60, 61, 30), labels=[1, 0, 0, 0])
+ m.drawmeridians(np.arange(-180, 180, 60), labels=[0, 0, 0, 1])
+ # draw coastlines, fill continents, plot title.
+ m.drawcoastlines()
+ m.drawmapboundary(fill_color='aqua')
+ m.fillcontinents(color='coral', lake_color='aqua')
+ title = 'Tissot Diagram: projection = %s' % m.projection
+ sys.stdout.write(title + '\n')
+ plt.title(title)
+
+plt.show()
diff --git a/Downloads/basemap-develop/examples/plotcities.py b/Downloads/basemap-develop/examples/plotcities.py
new file mode 100644
index 000000000..f4b90595b
--- /dev/null
+++ b/Downloads/basemap-develop/examples/plotcities.py
@@ -0,0 +1,31 @@
+from __future__ import (absolute_import, division, print_function)
+
+import numpy as np
+import matplotlib.pyplot as plt
+from mpl_toolkits.basemap import Basemap as Basemap
+
+
+def prctile_rank(x, p): return np.searchsorted(
+ np.percentile(x, np.atleast_1d(p)), x)
+
+# cities colored by population rank.
+
+
+m = Basemap()
+shp_info = m.readshapefile('cities', 'cities')
+x, y, pop = [], [], []
+for item, (x_i, y_i) in zip(m.cities_info, m.cities):
+ population = item['POPULATION']
+ if population >= 0:
+ pop.append(population)
+ x.append(x_i)
+ y.append(y_i)
+popranks = prctile_rank(pop, np.linspace(0, 100, 101))
+colors = []
+for rank in popranks:
+ colors.append(plt.cm.jet(float(rank) / 100.))
+m.drawcoastlines()
+m.fillcontinents()
+m.scatter(x, y, 25, colors, marker='o', edgecolors='none', zorder=10)
+plt.title('City Locations colored by Population Rank')
+plt.show()
diff --git a/Downloads/basemap-develop/examples/plothighsandlows.py b/Downloads/basemap-develop/examples/plothighsandlows.py
new file mode 100644
index 000000000..f5fa73345
--- /dev/null
+++ b/Downloads/basemap-develop/examples/plothighsandlows.py
@@ -0,0 +1,108 @@
+"""Plot H's and L's on a sea-level pressure map."""
+from __future__ import print_function
+
+import datetime as dt
+import netCDF4
+import numpy as np
+import matplotlib.pyplot as plt
+from mpl_toolkits.basemap import Basemap
+from mpl_toolkits.basemap import addcyclic
+from scipy.ndimage import minimum_filter
+from scipy.ndimage import maximum_filter
+
+
+def extrema(mat, mode="wrap", window=10):
+ """Find the indices of local extrema (min and max) in the input array."""
+
+ minimum = minimum_filter(mat, size=window, mode=mode)
+ maximum = maximum_filter(mat, size=window, mode=mode)
+
+ # Return the indices of the maxima, minima.
+ # (mat == maximum) true if pixel is equal to the local max.
+ # (mat == minimum) true if pixel is equal to the local in.
+ return np.nonzero(mat == minimum), np.nonzero(mat == maximum)
+
+
+def main():
+ """Main function."""
+
+ # Plot 00 UTC today.
+ url = "http://nomads.ncep.noaa.gov/dods/gfs_0p50/gfs%Y%m%d/gfs_0p50_00z"
+ date = dt.datetime.now()
+
+ # Open OPeNDAP dataset.
+ data = netCDF4.Dataset(date.strftime(url))
+
+ # Read lats and lons.
+ lats = data.variables["lat"][:]
+ lons1 = data.variables["lon"][:]
+
+ # Read prmsl and convert to hPa (mbar).
+ prmsl = 0.01 * data.variables["prmslmsl"][0]
+
+ # The window parameter controls the number of highs and lows detected
+ # (higher value, fewer highs and lows).
+ local_min, local_max = extrema(prmsl, mode="wrap", window=50)
+
+ # Create Basemap instance.
+ bmap = Basemap(projection="mill",
+ llcrnrlon=0, llcrnrlat=-80,
+ urcrnrlon=360, urcrnrlat=80)
+
+ # Add wrap-around point in longitude.
+ prmsl, lons = addcyclic(prmsl, lons1)
+
+ # Define contour levels.
+ clevs = np.arange(900, 1100., 5.)
+
+ # Find x, y of map projection grid.
+ lons, lats = np.meshgrid(lons, lats)
+ x, y = bmap(lons, lats)
+
+ # Create figure.
+ fig = plt.figure(figsize=(8, 4.5))
+ fig.add_axes([0.05, 0.05, 0.9, 0.85])
+ bmap.contour(x, y, prmsl, clevs, colors="k", linewidths=1.0)
+ bmap.drawcoastlines(linewidth=1.25)
+ bmap.fillcontinents(color="0.8")
+ bmap.drawparallels(np.arange(-80, 81, 20), labels=[1, 1, 0, 0])
+ bmap.drawmeridians(np.arange(0, 360, 60), labels=[0, 0, 0, 1])
+ xlows, xhighs = x[local_min], x[local_max]
+ ylows, yhighs = y[local_min], y[local_max]
+ lowvals, highvals = prmsl[local_min], prmsl[local_max]
+
+ # Plot lows as blue L's, with min pressure value underneath.
+ # Do not plot if there is already a L or H within dmin meters.
+ xyplotted = []
+ yoffset = 0.022 * (bmap.ymax - bmap.ymin)
+ dmin = yoffset
+ for x, y, p in zip(xlows, ylows, lowvals):
+ if bmap.xmin < x < bmap.xmax and bmap.ymin < y < bmap.ymax:
+ dist = [np.sqrt((x - x0)**2 + (y - y0)**2) for x0, y0 in xyplotted]
+ if not dist or min(dist) > dmin:
+ bbox = dict(boxstyle="square", ec="None", fc=(1, 1, 1, 0.5))
+ plt.text(x, y, "L", fontsize=14, fontweight="bold",
+ ha="center", va="center", color="b")
+ plt.text(x, y - yoffset, repr(int(p)), fontsize=9,
+ ha="center", va="top", color="b", bbox=bbox)
+ xyplotted.append((x, y))
+ # Plot highs as red H's, with max pressure value underneath.
+ xyplotted = []
+ for x, y, p in zip(xhighs, yhighs, highvals):
+ if bmap.xmin < x < bmap.xmax and bmap.ymin < y < bmap.ymax:
+ dist = [np.sqrt((x - x0)**2 + (y - y0)**2) for x0, y0 in xyplotted]
+ if not dist or min(dist) > dmin:
+ bbox = dict(boxstyle="square", ec="None", fc=(1, 1, 1, 0.5))
+ plt.text(x, y, "H", fontsize=14, fontweight="bold",
+ ha="center", va="center", color="r")
+ plt.text(x, y - yoffset, repr(int(p)), fontsize=9,
+ ha="center", va="top", color="r", bbox=bbox)
+ xyplotted.append((x, y))
+
+ # Set plot title and show.
+ plt.title("Mean Sea-Level Pressure (with Highs and Lows) %s" % date)
+ plt.show()
+
+
+if __name__ == "__main__":
+ main()
diff --git a/Downloads/basemap-develop/examples/ploticos.py b/Downloads/basemap-develop/examples/ploticos.py
new file mode 100644
index 000000000..b4f35b4ac
--- /dev/null
+++ b/Downloads/basemap-develop/examples/ploticos.py
@@ -0,0 +1,24 @@
+from __future__ import (absolute_import, division, print_function)
+
+from mpl_toolkits.basemap import Basemap
+import matplotlib.pyplot as plt
+import numpy as np
+from numpy import ma
+from netCDF4 import Dataset as NetCDFFile
+# read in orography of icosahedral global grid.
+f = NetCDFFile('C02562.orog.nc')
+lons = (180. / np.pi) * f.variables['grid_center_lon'][:]
+lats = (180. / np.pi) * f.variables['grid_center_lat'][:]
+z = f.variables['zs'][:]
+map = Basemap(projection='ortho', lon_0=-105, lat_0=40)
+x, y = map(lons, lats)
+map.drawcoastlines()
+map.drawmapboundary()
+# tri=True forwards to axes.tripcolor
+# z = ma.masked_where(z < 1.e-5, z) # for testing masked arrays.
+map.pcolor(x, y, z, tri=True, shading='flat', edgecolors='k',
+ cmap=plt.cm.hot_r, vmin=0, vmax=3000)
+# map.contourf(x,y,z,np.arange(0,3000,150),tri=True)
+# map.contour(x,y,z,np.arange(0,3000,150),tri=True)
+plt.title('pcolor plot on a global icosahedral mesh')
+plt.show()
diff --git a/Downloads/basemap-develop/examples/plotmap.py b/Downloads/basemap-develop/examples/plotmap.py
new file mode 100644
index 000000000..66b137893
--- /dev/null
+++ b/Downloads/basemap-develop/examples/plotmap.py
@@ -0,0 +1,56 @@
+from __future__ import (absolute_import, division, print_function)
+
+# make plot of etopo bathymetry/topography data on
+# lambert conformal conic map projection, drawing coastlines, state and
+# country boundaries, and parallels/meridians.
+
+# the data is interpolated to the native projection grid.
+
+from mpl_toolkits.basemap import Basemap, shiftgrid
+import numpy as np
+import matplotlib.pyplot as plt
+
+# read in topo data (on a regular lat/lon grid)
+# longitudes go from 20 to 380.
+topoin = np.loadtxt('etopo20data.gz')
+lons = np.loadtxt('etopo20lons.gz')
+lats = np.loadtxt('etopo20lats.gz')
+# shift data so lons go from -180 to 180 instead of 20 to 380.
+topoin, lons = shiftgrid(180., topoin, lons, start=False)
+
+# setup of basemap ('lcc' = lambert conformal conic).
+# use major and minor sphere radii from WGS84 ellipsoid.
+m = Basemap(llcrnrlon=-145.5, llcrnrlat=1., urcrnrlon=-2.566, urcrnrlat=46.352,
+ rsphere=(6378137.00, 6356752.3142),
+ resolution='l', area_thresh=1000., projection='lcc',
+ lat_1=50., lon_0=-107.)
+# transform to nx x ny regularly spaced native projection grid
+nx = int((m.xmax - m.xmin) / 40000.) + 1
+ny = int((m.ymax - m.ymin) / 40000.) + 1
+topodat, x, y = m.transform_scalar(topoin, lons, lats, nx, ny, returnxy=True)
+# create the figure.
+fig = plt.figure(figsize=(8, 8))
+# add an axes.
+ax = fig.add_axes([0.1, 0.1, 0.8, 0.8])
+# associate this axes with the Basemap instance.
+m.ax = ax
+# plot image over map with imshow.
+im = m.imshow(topodat, plt.cm.jet)
+cb = m.colorbar(im, location='right', pad='10%') # draw colorbar
+# plot blue dot on boulder, colorado and label it as such.
+xpt, ypt = m(-104.237, 40.125)
+m.plot([xpt], [ypt], 'bo')
+ax.text(xpt + 100000, ypt + 100000, 'Boulder')
+# draw coastlines and political boundaries.
+m.drawcoastlines()
+m.drawcountries()
+m.drawstates()
+# draw parallels and meridians.
+# label on left, right and bottom of map.
+parallels = np.arange(0., 80, 20.)
+m.drawparallels(parallels, labels=[1, 1, 0, 1])
+meridians = np.arange(10., 360., 30.)
+m.drawmeridians(meridians, labels=[1, 1, 0, 1])
+# set title.
+ax.set_title('ETOPO Topography - Lambert Conformal Conic')
+plt.show()
diff --git a/Downloads/basemap-develop/examples/plotmap_masked.py b/Downloads/basemap-develop/examples/plotmap_masked.py
new file mode 100644
index 000000000..461a49e0a
--- /dev/null
+++ b/Downloads/basemap-develop/examples/plotmap_masked.py
@@ -0,0 +1,66 @@
+from __future__ import (absolute_import, division, print_function)
+
+# make plot of etopo bathymetry/topography data on
+# lambert conformal conic map projection, drawing coastlines, state and
+# country boundaries, and parallels/meridians.
+
+# demonstrates use of masked arrays to mask out certain regions
+# (in this case the oceans)
+
+from mpl_toolkits.basemap import Basemap, shiftgrid
+import numpy.ma as ma
+import numpy as np
+import matplotlib.pyplot as plt
+import matplotlib.colors as colors
+
+# read in topo data (on a regular lat/lon grid)
+# longitudes go from 20 to 380.
+topoin = np.loadtxt('etopo20data.gz')
+lonsin = np.loadtxt('etopo20lons.gz')
+latsin = np.loadtxt('etopo20lats.gz')
+# shift data so lons go from -180 to 180 instead of 20 to 380.
+topoin, lonsin = shiftgrid(180., topoin, lonsin, start=False)
+
+# setup of basemap ('lcc' = lambert conformal conic).
+# use major and minor sphere radii from WGS84 ellipsoid.
+m = Basemap(llcrnrlon=-145.5, llcrnrlat=1., urcrnrlon=-2.566, urcrnrlat=46.352,
+ rsphere=(6378137.00, 6356752.3142),
+ resolution='l', area_thresh=1000., projection='lcc',
+ lat_1=50., lon_0=-107.)
+# transform to nx x ny regularly spaced native projection grid
+nx = int((m.xmax - m.xmin) / 40000.) + 1
+ny = int((m.ymax - m.ymin) / 40000.) + 1
+topodat, x, y = m.transform_scalar(
+ topoin, lonsin, latsin, nx, ny, returnxy=True)
+# create the figure.
+fig = plt.figure(figsize=(8, 8))
+# add an axes.
+ax = fig.add_axes([0.1, 0.1, 0.8, 0.8])
+# associate this axes with the Basemap instance.
+m.ax = ax
+# make topodat a masked array, masking values lower than sea level.
+topodat = np.where(topodat < 0., 1.e10, topodat)
+topodatm = ma.masked_values(topodat, 1.e10)
+palette = plt.cm.YlOrRd
+palette.set_bad('aqua', 1.0)
+# plot image over map with imshow.
+im = m.imshow(topodatm, palette, norm=colors.Normalize(
+ vmin=0.0, vmax=3000.0, clip=False))
+m.colorbar(im, pad='12%') # draw colorbar
+# plot blue dot on boulder, colorado and label it as such.
+xpt, ypt = m(-104.237, 40.125)
+m.plot([xpt], [ypt], 'bo')
+ax.text(xpt + 100000, ypt + 100000, 'Boulder')
+# draw coastlines and political boundaries.
+m.drawcoastlines()
+m.drawcountries()
+m.drawstates()
+# draw parallels and meridians.
+# label on left, right and bottom of map.
+parallels = np.arange(0., 80, 20.)
+m.drawparallels(parallels, labels=[1, 1, 0, 1])
+meridians = np.arange(10., 360., 30.)
+m.drawmeridians(meridians, labels=[1, 1, 0, 1])
+# set title.
+ax.set_title('Masked ETOPO Topography - via imshow')
+plt.show()
diff --git a/Downloads/basemap-develop/examples/plotmap_oo.py b/Downloads/basemap-develop/examples/plotmap_oo.py
new file mode 100644
index 000000000..d45d03f1f
--- /dev/null
+++ b/Downloads/basemap-develop/examples/plotmap_oo.py
@@ -0,0 +1,75 @@
+from __future__ import (absolute_import, division, print_function)
+import matplotlib.cm as cm
+import numpy as np
+from matplotlib.figure import Figure
+from mpl_toolkits.basemap import Basemap, shiftgrid
+from matplotlib.backends.backend_agg import FigureCanvasAgg as FigureCanvas
+
+# make plot of etopo bathymetry/topography data on
+# lambert conformal conic map projection, drawing coastlines, state and
+# country boundaries, and parallels/meridians.
+
+# the data is interpolated to the native projection grid.
+
+##################################
+# pyplot/pylab-free version of plotmap.py
+##################################
+# set backend to Agg.
+import matplotlib
+import sys
+matplotlib.use('Agg')
+
+
+# read in topo data (on a regular lat/lon grid)
+# longitudes go from 20 to 380.
+topoin = np.loadtxt('etopo20data.gz')
+lons = np.loadtxt('etopo20lons.gz')
+lats = np.loadtxt('etopo20lats.gz')
+# shift data so lons go from -180 to 180 instead of 20 to 380.
+topoin, lons = shiftgrid(180., topoin, lons, start=False)
+
+# create figure, axes instance.
+fig = Figure()
+canvas = FigureCanvas(fig)
+ax = fig.add_axes([0.1, 0.1, 0.7, 0.7])
+
+# setup of basemap ('lcc' = lambert conformal conic).
+# use major and minor sphere radii from WGS84 ellipsoid.
+# pass axes instance to Basemap constructor so pylab won't
+# be imported.
+m = Basemap(llcrnrlon=-145.5, llcrnrlat=1., urcrnrlon=-2.566, urcrnrlat=46.352,
+ rsphere=(6378137.00, 6356752.3142),
+ resolution='l', area_thresh=1000., projection='lcc',
+ lat_1=50., lon_0=-107., ax=ax)
+# transform to nx x ny regularly spaced native projection grid
+nx = int((m.xmax - m.xmin) / 40000.) + 1
+ny = int((m.ymax - m.ymin) / 40000.) + 1
+topodat, x, y = m.transform_scalar(topoin, lons, lats, nx, ny, returnxy=True)
+# plot image over map with imshow.
+im = m.imshow(topodat, cm.jet)
+# setup colorbar axes instance.
+pos = ax.get_position()
+l, b, w, h = pos.bounds
+cax = fig.add_axes([l + w + 0.075, b, 0.05, h],
+ frameon=False) # setup colorbar axes
+fig.colorbar(im, cax=cax) # draw colorbar
+# plot blue dot on boulder, colorado and label it as such.
+xpt, ypt = m(-104.237, 40.125)
+m.plot([xpt], [ypt], 'bo')
+ax.text(xpt + 100000, ypt + 100000, 'Boulder')
+# draw coastlines and political boundaries.
+m.drawcoastlines()
+m.drawcountries()
+m.drawstates()
+# draw parallels and meridians.
+# label on left, right and bottom of map.
+parallels = np.arange(0., 80, 20.)
+m.drawparallels(parallels, labels=[1, 1, 0, 1])
+meridians = np.arange(10., 360., 30.)
+m.drawmeridians(meridians, labels=[1, 1, 0, 1])
+# set title.
+ax.set_title('ETOPO Topography - Lambert Conformal Conic')
+# save image (width 800 pixels with dpi=100 and fig width 8 inches).
+canvas.print_figure('plotmap', dpi=100)
+# done.
+sys.stdout.write('image saved in plotmap.png\n')
diff --git a/Downloads/basemap-develop/examples/plotmap_shaded.py b/Downloads/basemap-develop/examples/plotmap_shaded.py
new file mode 100644
index 000000000..f72ffa818
--- /dev/null
+++ b/Downloads/basemap-develop/examples/plotmap_shaded.py
@@ -0,0 +1,53 @@
+from __future__ import (absolute_import, division, print_function)
+
+# make shaded relief plot of etopo bathymetry/topography data on
+# lambert conformal conic map projection.
+
+# the data is interpolated to the native projection grid.
+
+from mpl_toolkits.basemap import Basemap, shiftgrid
+import numpy as np
+import matplotlib.pyplot as plt
+from matplotlib.colors import LightSource
+
+
+# read in topo data (on a regular lat/lon grid)
+# longitudes go from 20 to 380.
+topoin = np.loadtxt('etopo20data.gz')
+lons = np.loadtxt('etopo20lons.gz')
+lats = np.loadtxt('etopo20lats.gz')
+# shift data so lons go from -180 to 180 instead of 20 to 380.
+topoin, lons = shiftgrid(180., topoin, lons, start=False)
+
+# setup of basemap ('lcc' = lambert conformal conic).
+# use major and minor sphere radii from WGS84 ellipsoid.
+m = Basemap(llcrnrlon=-145.5, llcrnrlat=1., urcrnrlon=-2.566, urcrnrlat=46.352,
+ rsphere=(6378137.00, 6356752.3142),
+ resolution='l', area_thresh=1000., projection='lcc',
+ lat_1=50., lon_0=-107.)
+# transform to nx x ny regularly spaced native projection grid
+nx = int((m.xmax - m.xmin) / 40000.) + 1
+ny = int((m.ymax - m.ymin) / 40000.) + 1
+topodat, x, y = m.transform_scalar(topoin, lons, lats, nx, ny, returnxy=True)
+# create light source object.
+ls = LightSource(azdeg=90, altdeg=20)
+# convert data to rgb array including shading from light source.
+# (must specify color map)
+rgb = ls.shade(topodat, plt.cm.jet)
+# create the figure.
+fig = plt.figure(figsize=(8, 8))
+# plot image over map with imshow (pass rgb values
+# that include light shading).
+im = m.imshow(rgb)
+# draw coastlines and political boundaries.
+m.drawcoastlines()
+m.drawcountries()
+# draw parallels and meridians.
+# label on left, right and bottom of map.
+parallels = np.arange(0., 80, 20.)
+m.drawparallels(parallels, labels=[1, 1, 0, 1])
+meridians = np.arange(10., 360., 30.)
+m.drawmeridians(meridians, labels=[1, 1, 0, 1])
+# set title.
+plt.title('ETOPO Shaded Relief - Lambert Conformal Conic')
+plt.show()
diff --git a/Downloads/basemap-develop/examples/plotozone.py b/Downloads/basemap-develop/examples/plotozone.py
new file mode 100644
index 000000000..1caeab49c
--- /dev/null
+++ b/Downloads/basemap-develop/examples/plotozone.py
@@ -0,0 +1,135 @@
+from __future__ import (absolute_import, division, print_function)
+import textwrap
+from matplotlib.colors import ListedColormap
+
+# make plot of ozone concentration data on
+# lambert conformal conic map projection, drawing coastlines, state and
+# country boundaries, and parallels/meridians.
+
+# the data is interpolated to the native projection grid.
+from mpl_toolkits.basemap import Basemap, shiftgrid
+import numpy as np
+import matplotlib.pyplot as plt
+import netCDF4
+plt.rcParams['text.usetex'] = False
+
+# read in netCDF4 file. Results from CAMx v6
+# test case, converted to netcdf by PseudoNetCDF
+# pseudonetcdf.googlecode.com
+camx = netCDF4.Dataset('camx.sample.nc')
+
+# alternatively read directly from CAMx uamiv file
+# if available
+#
+# from PseudoNetCDF.camxfiles.Memmaps import uamiv
+# camx = uamiv('camx.bin')
+
+# Get Ozone Variable
+o3 = camx.variables['O3']
+
+# Get projection space
+llcrnrx = camx.XORIG
+llcrnry = camx.YORIG
+urcrnrx = llcrnrx + (o3[:].shape[-1] + 1) * camx.XCELL
+urcrnry = llcrnry + (o3[:].shape[-2] + 1) * camx.XCELL
+
+# Get edge values for pcolor
+xedge = np.linspace(0, urcrnrx - llcrnrx, camx.NCOLS + 1)
+yedge = np.linspace(0, urcrnry - llcrnry, camx.NCOLS + 1)
+X, Y = np.meshgrid(xedge, yedge)
+
+
+# setup of basemap ('lcc' = lambert conformal conic).
+# projection parameters from CAMx file
+m = Basemap(projection='lcc',
+ lon_0=camx.P_GAM, lat_0=40.,
+ lat_1=camx.P_ALP, lat_2=camx.P_BET,
+ llcrnrx=llcrnrx, llcrnry=llcrnry,
+ urcrnry=urcrnry, urcrnrx=urcrnrx)
+
+# create the figure.
+fig = plt.figure(figsize=(8, 8))
+
+# add an axes.
+ax = fig.add_axes([0.1, 0.1, 0.8, 0.8])
+ax.set_facecolor('lightgrey')
+# associate this axes with the Basemap instance.
+m.ax = ax
+
+# plot tile plot with pcolor
+# Use first time and first layer (i.e., o3[0, 0] (time, layer, row, col))
+# Edge cells have precisely 0 value, and are masked
+# to avoid an unnecessary color range.
+# Each color bin contains precisely 10% of values
+# which makes for a pretty plot.
+WhGrYlBu = ListedColormap(['#ffffff',
+ '#b7f6ff',
+ '#70edff',
+ '#29e4ff',
+ '#00e1fb',
+ '#0fffc6',
+ '#3bffa4',
+ '#68ff82',
+ '#94ff60',
+ '#c0ff3e',
+ '#edff1c',
+ '#fff400',
+ '#ffc700',
+ '#ff9b00',
+ '#ff6e00',
+ '#ff4200',
+ '#ff1500',
+ '#e80000',
+ '#bb0000',
+ '#8f0000'])
+# .from_list('WhGrYlBu', ['white', 'white', 'cyan', 'lightblue', 'lightgreen', 'green', 'yellow', 'orange', 'red', 'red'])
+
+toplot = np.ma.masked_values(o3[0, 0], 0.) * 1000.
+bounds = np.percentile(toplot.compressed().ravel(),
+ np.linspace(5, 95, 9).tolist())
+ptch = m.pcolor(X, Y, toplot, cmap=WhGrYlBu,
+ norm=plt.matplotlib.colors.BoundaryNorm(bounds, 20))
+
+# Add a colorbar using proportional spacing, but
+# colors based on 10 distinct bins
+cb = m.colorbar(ptch, location='right', pad='10%', boundaries=bounds,
+ spacing='proportional', format='%.3f', extend='both') # draw colorbar
+
+# Add units to the colorbar
+cb.ax.set_xlabel('%s*1000.' % o3.units.strip())
+
+
+# plot blue dot on Houston, Baton Rouge, and Atlanta
+def add_dot(lon, lat, label):
+ xpt, ypt = m(lon, lat)
+ m.plot([xpt], [ypt], 'bo')
+ ax.annotate(label, xy=(xpt, ypt), xytext=(xpt + 1e5, ypt + 1e5),
+ bbox=dict(boxstyle="round4", fc="w"),
+ arrowprops=dict(facecolor='black'),
+ )
+
+
+add_dot(-95.361328, 29.754505, 'Houston')
+add_dot(-91.140320, 30.458283, 'Baton Rouge')
+add_dot(-84.387982, 33.748995, 'Atlanta')
+# draw coastlines and political boundaries.
+m.drawcoastlines()
+m.drawcountries()
+m.drawstates()
+# draw parallels and meridians.
+# label on left, right and bottom of map.
+parallels = np.arange(20., 60, 10.)
+m.drawparallels(parallels, labels=[1, 1, 0, 1])
+meridians = np.arange(-120., 70., 10.)
+m.drawmeridians(meridians, labels=[1, 1, 0, 1])
+
+# set title.
+ax.set_title(
+ 'O$_3$ as predicted by the CAMx v6 Test-Case\neach color division has 10% of cells 5-95% and 5% in triagles')
+histstr = 'Processing: %s' % '\n'.join(
+ textwrap.wrap(camx.history.strip(), 140))
+
+fig.text(0.01, 0.01, histstr, horizontalalignment='left',
+ verticalalignment='bottom', size=8)
+plt.draw()
+plt.show()
diff --git a/Downloads/basemap-develop/examples/plotprecip.py b/Downloads/basemap-develop/examples/plotprecip.py
new file mode 100644
index 000000000..8c5602943
--- /dev/null
+++ b/Downloads/basemap-develop/examples/plotprecip.py
@@ -0,0 +1,92 @@
+from __future__ import (absolute_import, division, print_function)
+
+from mpl_toolkits.basemap import Basemap, cm
+from netCDF4 import Dataset as NetCDFFile
+import numpy as np
+import matplotlib.pyplot as plt
+import copy
+from matplotlib import rcParams
+
+# make tick labels smaller
+rcParams['xtick.labelsize'] = 9
+rcParams['ytick.labelsize'] = 9
+
+# plot rainfall from NWS using special precipitation
+# colormap used by the NWS, and included in basemap.
+
+nc = NetCDFFile('nws_precip_conus_20061222.nc')
+# data from http://water.weather.gov/precip/
+prcpvar = nc.variables['amountofprecip']
+data = 0.01 * prcpvar[:]
+latcorners = nc.variables['lat'][:]
+loncorners = -nc.variables['lon'][:]
+plottitle = prcpvar.long_name + ' for period ending ' + prcpvar.dateofdata
+print(data.min(), data.max())
+print(latcorners)
+print(loncorners)
+print(plottitle)
+print(data.shape)
+lon_0 = -nc.variables['true_lon'].getValue()
+lat_0 = nc.variables['true_lat'].getValue()
+# create polar stereographic Basemap instance.
+m = Basemap(projection='stere', lon_0=lon_0, lat_0=90., lat_ts=lat_0,
+ llcrnrlat=latcorners[0], urcrnrlat=latcorners[2],
+ llcrnrlon=loncorners[0], urcrnrlon=loncorners[2],
+ rsphere=6371200., resolution='l', area_thresh=10000)
+# create figure
+fig = plt.figure(figsize=(8.5, 11))
+plt.subplot(211)
+ax = plt.gca()
+# draw coastlines, state and country boundaries, edge of map.
+m.drawcoastlines()
+m.drawstates()
+m.drawcountries()
+# draw parallels.
+delat = 10.0
+parallels = np.arange(0., 90, delat)
+m.drawparallels(parallels, labels=[1, 0, 0, 0], fontsize=10)
+# draw meridians
+delon = 10.
+meridians = np.arange(180., 360., delon)
+m.drawmeridians(meridians, labels=[0, 0, 0, 1], fontsize=10)
+ny = data.shape[0]
+nx = data.shape[1]
+lons, lats = m.makegrid(nx, ny) # get lat/lons of ny by nx evenly space grid.
+x, y = m(lons, lats) # compute map proj coordinates.
+# draw filled contours.
+clevs = [0, 1, 2.5, 5, 7.5, 10, 15, 20, 30, 40, 50,
+ 70, 100, 150, 200, 250, 300, 400, 500, 600, 750]
+cs = m.contourf(x, y, data, clevs, cmap=cm.s3pcpn)
+# draw colorbar.
+cbar = m.colorbar(cs, location='bottom', pad="10%")
+cbar.set_label('mm')
+# plot title
+plt.title(plottitle + '- contourf', fontsize=10)
+
+plt.subplot(212)
+ax = plt.gca()
+# draw coastlines, state and country boundaries, edge of map.
+m.drawcoastlines()
+m.drawstates()
+m.drawcountries()
+# draw parallels.
+m.drawparallels(parallels, labels=[1, 0, 0, 0], fontsize=10)
+# draw meridians
+m.drawmeridians(meridians, labels=[0, 0, 0, 1], fontsize=10)
+# draw image
+im = m.imshow(data, cmap=cm.s3pcpn, interpolation='nearest', vmin=0, vmax=750)
+# make a copy of the image object, change
+# colormap to linear version of the precip colormap.
+im2 = copy.copy(im)
+im2.set_cmap(cm.s3pcpn_l)
+# draw colorbar using im2, not im (hack to prevent colors from being
+# too compressed at the low end on the colorbar - results
+# from highly nonuniform colormap)
+cb = m.colorbar(im2, location='bottom', pad="10%")
+cb.set_label('mm')
+# reset colorbar tick labels.
+cb.set_ticks(np.linspace(clevs[0], clevs[-1], len(clevs)))
+cb.set_ticklabels(['%g' % clev for clev in clevs])
+# plot title
+plt.title(plottitle + ' - imshow', fontsize=10)
+plt.show() # display onscreen.
diff --git a/Downloads/basemap-develop/examples/plotsst.py b/Downloads/basemap-develop/examples/plotsst.py
new file mode 100644
index 000000000..20e31f913
--- /dev/null
+++ b/Downloads/basemap-develop/examples/plotsst.py
@@ -0,0 +1,57 @@
+from mpl_toolkits.basemap import Basemap
+from netCDF4 import Dataset, date2index
+import numpy as np
+import matplotlib.pyplot as plt
+from datetime import datetime
+try:
+ from urllib.request import urlretrieve
+except ImportError:
+ from urllib import urlretrieve
+date = datetime(2007, 12, 15, 0) # date to plot.
+# open dataset.
+sstpath, sstheader = urlretrieve(
+ "https://downloads.psl.noaa.gov/Datasets/noaa.oisst.v2.highres/sst.day.mean.{0}.nc".format(date.year))
+dataset = Dataset(sstpath)
+timevar = dataset.variables['time']
+timeindex = date2index(date, timevar) # find time index for desired date.
+# read sst. Will automatically create a masked array using
+# missing_value variable attribute. 'squeeze out' singleton dimensions.
+sst = dataset.variables['sst'][timeindex, :].squeeze()
+# read ice.
+dataset.close()
+icepath, iceheader = urlretrieve(
+ "https://downloads.psl.noaa.gov/Datasets/noaa.oisst.v2.highres/icec.day.mean.{0}.nc".format(date.year))
+dataset = Dataset(icepath)
+ice = dataset.variables['icec'][timeindex, :].squeeze()
+# read lats and lons (representing centers of grid boxes).
+lats = dataset.variables['lat'][:]
+lons = dataset.variables['lon'][:]
+dataset.close()
+latstep, lonstep = np.diff(lats[:2]), np.diff(lons[:2])
+lats = np.append(lats - 0.5 * latstep, lats[-1] + 0.5 * latstep)
+lons = np.append(lons - 0.5 * lonstep, lons[-1] + 0.5 * lonstep)
+lons, lats = np.meshgrid(lons, lats)
+# create figure, axes instances.
+fig = plt.figure()
+ax = fig.add_axes([0.05, 0.05, 0.9, 0.9])
+# create Basemap instance.
+# coastlines not used, so resolution set to None to skip
+# continent processing (this speeds things up a bit)
+m = Basemap(projection='kav7', lon_0=0, resolution=None)
+# draw line around map projection limb.
+# color background of map projection region.
+# missing values over land will show up this color.
+m.drawmapboundary(fill_color='0.3')
+# plot sst, then ice with pcolor
+im1 = m.pcolormesh(lons, lats, sst, shading='flat',
+ cmap=plt.cm.jet, latlon=True)
+im2 = m.pcolormesh(lons, lats, ice, shading='flat',
+ cmap=plt.cm.gist_gray, latlon=True)
+# draw parallels and meridians, but don't bother labelling them.
+m.drawparallels(np.arange(-90., 99., 30.))
+m.drawmeridians(np.arange(-180., 180., 60.))
+# add colorbar
+cb = m.colorbar(im1, "bottom", size="5%", pad="2%")
+# add a title.
+ax.set_title('SST and ICE analysis for %s' % date)
+plt.show()
diff --git a/Downloads/basemap-develop/examples/polarmaps.py b/Downloads/basemap-develop/examples/polarmaps.py
new file mode 100644
index 000000000..5c12e5fa4
--- /dev/null
+++ b/Downloads/basemap-develop/examples/polarmaps.py
@@ -0,0 +1,87 @@
+from __future__ import (absolute_import, division, print_function)
+
+# make plots of etopo bathymetry/topography data on
+# various map projections, drawing coastlines, state and
+# country boundaries, filling continents and drawing
+# parallels/meridians
+
+# illustrates special-case polar-centric projections.
+
+from mpl_toolkits.basemap import Basemap, cm
+import numpy as np
+import matplotlib.pyplot as plt
+
+# read in topo data (on a regular lat/lon grid)
+# longitudes go from 20 to 380.
+etopo = np.loadtxt('etopo20data.gz')
+lons = np.loadtxt('etopo20lons.gz')
+lats = np.loadtxt('etopo20lats.gz')
+
+print('min/max etopo20 data:')
+print(etopo.min(), etopo.max())
+
+# these are the 4 polar projections
+projs = ['laea', 'stere', 'aeqd', 'ortho'] # short names
+# long names
+projnames = ['Lambert Azimuthal Equal Area',
+ 'Stereographic', 'Azimuthal Equidistant', 'Orthographic']
+# loop over hemispheres, make a 4-panel plot for each hemisphere
+# showing all four polar projections.
+for hem in ['North', 'South']:
+ if hem == 'South':
+ lon_0 = -130.
+ lon_0_ortho = lon_0 - 180.
+ lat_0 = -90.
+ # Lambert Azimuth bounding lat must not extend into opposite hem.
+ bounding_lat = -0.01
+ elif hem == 'North':
+ lon_0 = 130.
+ lon_0_ortho = lon_0
+ lat_0 = 90.
+ # Lambert Azimuth bounding lat must not extend into opposite hem.
+ bounding_lat = 0.01
+ # loop over projections, one for each panel of the figure.
+ fig = plt.figure(figsize=(8, 8))
+ npanel = 0
+ for proj, projname in zip(projs, projnames):
+ npanel = npanel + 1
+ if hem == 'South':
+ projection = 'sp' + proj
+ elif hem == 'North':
+ projection = 'np' + proj
+ # setup map projection
+ # centered on Australia (for SH) or US (for NH).
+ if proj == 'ortho':
+ m = Basemap(
+ projection='ortho',
+ resolution='c',
+ area_thresh=10000.,
+ lat_0=lat_0,
+ lon_0=lon_0_ortho)
+ else:
+ m = Basemap(
+ boundinglat=bounding_lat,
+ lon_0=lon_0,
+ resolution='c',
+ area_thresh=10000.,
+ projection=projection,
+ round=True)
+ # compute native map projection coordinates for lat/lon grid.
+ x, y = m(*np.meshgrid(lons, lats))
+ ax = fig.add_subplot(2, 2, npanel)
+ # make filled contour plot.
+ cs = m.contourf(x, y, etopo, np.linspace(-7500,
+ 4500, 41), cmap=cm.GMT_haxby)
+ # draw coastlines.
+ m.drawcoastlines()
+ # draw parallels and meridians.
+ m.drawparallels(np.arange(-80., 90, 20.))
+ # labels = [l,r,t,b]
+ m.drawmeridians(np.arange(0., 340., 30.),
+ labels=[1, 1, 1, 1], fontsize=7)
+ # draw boundary around map region.
+ m.drawmapboundary()
+ # draw title.
+ plt.title(hem + ' Polar ' + projname, y=1.05, fontsize=12)
+ print('plotting ' + hem + ' Polar ' + projname + ' basemap ...')
+plt.show()
diff --git a/Downloads/basemap-develop/examples/quiver_demo.py b/Downloads/basemap-develop/examples/quiver_demo.py
new file mode 100644
index 000000000..64407a62e
--- /dev/null
+++ b/Downloads/basemap-develop/examples/quiver_demo.py
@@ -0,0 +1,96 @@
+from __future__ import (absolute_import, division, print_function)
+
+from mpl_toolkits.basemap import Basemap
+import numpy as np
+import matplotlib.pyplot as plt
+
+# read in data.
+file = open('fcover.dat', 'r')
+ul = []
+vl = []
+pl = []
+nlons = 73
+nlats = 73
+dellat = 2.5
+dellon = 5.
+for line in file.readlines():
+ l = line.replace('\n', '').split()
+ ul.append(float(l[0]))
+ vl.append(float(l[1]))
+ pl.append(float(l[2]))
+u = np.reshape(np.array(ul, np.float32), (nlats, nlons))
+v = np.reshape(np.array(vl, np.float32), (nlats, nlons))
+p = np.reshape(np.array(pl, np.float32), (nlats, nlons))
+lats1 = -90. + dellat * np.arange(nlats)
+lons1 = -180. + dellon * np.arange(nlons)
+lons, lats = np.meshgrid(lons1, lats1)
+
+# plot vectors in geographical (lat/lon) coordinates.
+
+# north polar projection.
+m = Basemap(lon_0=-135, boundinglat=25, round=True,
+ resolution='c', area_thresh=10000., projection='npstere')
+# create a figure, add an axes.
+fig = plt.figure(figsize=(8, 8))
+ax = fig.add_axes([0.1, 0.1, 0.7, 0.7])
+# rotate wind vectors to map projection coordinates.
+# (also compute native map projections coordinates of lat/lon grid)
+# only do Northern Hemisphere.
+urot, vrot, x, y = m.rotate_vector(
+ u[36:, :], v[36:, :], lons[36:, :], lats[36:, :], returnxy=True)
+# plot filled contours over map.
+cs = m.contourf(x, y, p[36:, :], 15, cmap=plt.cm.jet)
+# plot wind vectors over map.
+Q = m.quiver(x, y, urot, vrot) # or specify, e.g., width=0.003, scale=400)
+qk = plt.quiverkey(Q, 0.95, 1.05, 25, '25 m/s', labelpos='W')
+m.colorbar(pad='12%') # draw colorbar
+m.drawcoastlines()
+m.drawcountries()
+# draw parallels
+delat = 20.
+circles = np.arange(0., 90. + delat, delat).tolist() +\
+ np.arange(-delat, -90. - delat, -delat).tolist()
+m.drawparallels(circles, labels=[1, 1, 1, 1])
+# draw meridians
+delon = 45.
+meridians = np.arange(-180, 180, delon)
+m.drawmeridians(meridians, labels=[1, 1, 1, 1])
+plt.title('Surface Winds Winds and Pressure (lat-lon grid)', y=1.075)
+
+# plot vectors in map projection coordinates.
+
+# north polar projection.
+m = Basemap(lon_0=-135, boundinglat=25, round=True,
+ resolution='c', area_thresh=10000., projection='npstere')
+# transform from spherical to map projection coordinates (rotation
+# and interpolation).
+nxv = 41
+nyv = 41
+nxp = 101
+nyp = 101
+spd = np.sqrt(u**2 + v**2)
+udat, vdat, xv, yv = m.transform_vector(
+ u, v, lons1, lats1, nxv, nyv, returnxy=True)
+pdat, xp, yp = m.transform_scalar(p, lons1, lats1, nxp, nyp, returnxy=True)
+# create a figure, add an axes.
+fig = plt.figure(figsize=(8, 8))
+ax = fig.add_axes([0.1, 0.1, 0.7, 0.7])
+# plot image over map
+im = m.imshow(pdat, plt.cm.jet)
+# plot wind vectors over map.
+Q = m.quiver(xv, yv, udat, vdat) # or specify, e.g., width=0.003, scale=400)
+qk = plt.quiverkey(Q, 0.95, 1.05, 25, '25 m/s', labelpos='W')
+m.colorbar(pad='12%') # draw colorbar
+m.drawcoastlines()
+m.drawcountries()
+# draw parallels
+delat = 20.
+circles = np.arange(0., 90. + delat, delat).tolist() +\
+ np.arange(-delat, -90. - delat, -delat).tolist()
+m.drawparallels(circles, labels=[1, 1, 1, 1])
+# draw meridians
+delon = 45.
+meridians = np.arange(-180, 180, delon)
+m.drawmeridians(meridians, labels=[1, 1, 1, 1])
+plt.title('Surface Winds Winds and Pressure (projection grid)', y=1.075)
+plt.show()
diff --git a/Downloads/basemap-develop/examples/randompoints.py b/Downloads/basemap-develop/examples/randompoints.py
new file mode 100644
index 000000000..137aa4e2f
--- /dev/null
+++ b/Downloads/basemap-develop/examples/randompoints.py
@@ -0,0 +1,57 @@
+from __future__ import (absolute_import, division, print_function)
+
+import numpy as np
+import matplotlib.pyplot as plt
+from matplotlib.colors import rgb2hex
+from mpl_toolkits.basemap import Basemap
+from numpy.random import uniform
+
+# Plot a bunch of randomly distributed points on the earth.
+
+# set up stereographic map centered on N. Pole.
+m = Basemap(lon_0=-105, boundinglat=20., round=True,
+ resolution='l', area_thresh=10000., projection='npstere')
+# number of points to plot.
+npts = 1000
+# generate random points on a sphere,
+# so that every small area on the sphere is expected
+# to have the same number of points.
+# http://mathworld.wolfram.com/SpherePointPicking.html
+u = uniform(0., 1., size=npts)
+v = uniform(0., 1., size=npts)
+lons = 360. * u
+lats = (180. / np.pi) * np.arccos(2 * v - 1) - 90.
+z = uniform(0, 100, size=npts) # this field controls color of dots.
+# transform lons and lats to map coordinates.
+x, y = m(lons, lats)
+# plot them as filled circles on the map.
+# first, create a figure.
+fig = plt.figure()
+# draw colored markers.
+# use zorder=10 to make sure markers are drawn last.
+# (otherwise they are covered up when continents are filled)
+m.scatter(x, y, 25, z, cmap=plt.cm.jet,
+ marker='o', edgecolors='none', zorder=10)
+# plot colorbar for markers.
+m.colorbar(pad='8%')
+# create a list of strings containing z values
+# or, plot actual numbers as color-coded text strings.
+# zn = [ '%2i' % zz for zz in z ]
+# plot numbers on map, colored by value.
+# for numstr,zval,xpt,ypt in zip(zn,z,x,y):
+# # only plot values inside map region.
+# if xpt > m.xmin and xpt < m.xmax and ypt > m.ymin and ypt < m.ymax:
+# hexcolor = rgb2hex(plt.cm.jet(zval/100.)[:3])
+# plt.text(xpt,ypt,numstr,fontsize=9,weight='bold',color=hexcolor)
+# draw coasts and fill continents/lakes.
+m.drawcoastlines(linewidth=0.5, color='y')
+m.drawcountries(color='y')
+m.drawstates(color='y')
+m.fillcontinents(color='grey', lake_color='black')
+# color ocean areas
+m.drawmapboundary(fill_color='black')
+# draw parallels and meridians.
+m.drawparallels(np.arange(-80, 81, 20), color='y')
+m.drawmeridians(np.arange(-180, 181, 45), labels=[1, 1, 0, 0], color='y')
+plt.title('Colored Random Points', y=1.05)
+plt.show()
diff --git a/Downloads/basemap-develop/examples/rita.nc b/Downloads/basemap-develop/examples/rita.nc
new file mode 100644
index 000000000..b41fbda36
Binary files /dev/null and b/Downloads/basemap-develop/examples/rita.nc differ
diff --git a/Downloads/basemap-develop/examples/run_all.py b/Downloads/basemap-develop/examples/run_all.py
new file mode 100644
index 000000000..1decfdc16
--- /dev/null
+++ b/Downloads/basemap-develop/examples/run_all.py
@@ -0,0 +1,45 @@
+from __future__ import (absolute_import, division, print_function)
+
+import glob
+import os
+import sys
+test_files = glob.glob('*.py')
+test_files.remove('run_all.py')
+test_files.remove('allskymap.py')
+test_files.remove('fcstmaps.py')
+test_files.remove('fcstmaps_axesgrid.py')
+test_files.remove('testgdal.py')
+test_files.remove('animate.py')
+test_files.remove('geos_demo_2.py')
+test_files.remove('plotsst.py')
+test_files.remove('embedding_map_in_wx.py') # requires wx
+test_files.remove('plothighsandlows.py') # requires scipy
+test_files.remove('lic_demo.py')
+test_files.remove('testwmsimage.py')
+try:
+ from netCDF4 import Dataset
+except ImportError:
+ # remove tests requiring netCDF4
+ sys.stdout.write(
+ "Could not import netCDF4, skipping tests that require netCDF4.\n")
+ test_files.remove('streamplot_demo.py')
+ test_files.remove('plotprecip.py')
+ test_files.remove('test_rotpole.py')
+ test_files.remove('ccsm_popgrid.py')
+ test_files.remove('ploticos.py')
+
+py_path = os.environ.get('PYTHONPATH')
+if py_path is None:
+ py_path = '.'
+else:
+ py_path = os.pathsep.join(['.', py_path])
+os.environ['PYTHONPATH'] = py_path
+
+for f in test_files:
+ sys.stdout.write("**********************************************\n")
+ ff = os.path.join(sys.path[0], f)
+ args = [sys.executable, ff]
+ sys.stdout.write("Running %s\n" % f)
+ status = os.spawnve(os.P_WAIT, sys.executable, args, os.environ)
+ if status:
+ sys.stdout.write('TEST FAILURE (status=%s)\n' % (status))
diff --git a/Downloads/basemap-develop/examples/save_background.py b/Downloads/basemap-develop/examples/save_background.py
new file mode 100644
index 000000000..d314cbdcd
--- /dev/null
+++ b/Downloads/basemap-develop/examples/save_background.py
@@ -0,0 +1,42 @@
+from __future__ import (absolute_import, division, print_function)
+import matplotlib.pyplot as plt
+from mpl_toolkits.basemap import Basemap
+
+import matplotlib
+import sys
+matplotlib.use('Agg')
+
+# this example shows how to save a map background and
+# reuse it in another figure.
+
+# make sure we have all the same properties on all figs
+figprops = dict(figsize=(8, 6), dpi=100, facecolor='white')
+
+# generate the first figure.
+fig1 = plt.figure(1, **figprops)
+ax1 = fig1.add_subplot(111)
+# create basemap instance, plot coastlines.
+map = Basemap(projection='moll', lon_0=0)
+map.drawcoastlines()
+map.drawmapboundary(fill_color='aqua')
+map.fillcontinents(color='coral', lake_color='aqua')
+fig1.canvas.draw()
+background = fig1.canvas.copy_from_bbox(fig1.bbox)
+# save figure 1.
+fig1.savefig('figure1.png', dpi=100)
+
+# generate the second figure, re-using the background
+# from figure 1.
+fig2 = plt.figure(2, frameon=False, **figprops)
+# make sure frame is off, or everything in existing background
+# will be obliterated.
+ax2 = fig2.add_subplot(111, frameon=False)
+# restore previous background.
+fig2.canvas.restore_region(background)
+# draw parallels and meridians on existing background.
+map.drawparallels(range(-90, 90, 30))
+map.drawmeridians(range(-180, 180, 60))
+# save figure 2.
+fig2.savefig('figure2.png', dpi=100)
+
+sys.stdout.write('images saved in figure1.png and figure2.png\n')
diff --git a/Downloads/basemap-develop/examples/setwh.py b/Downloads/basemap-develop/examples/setwh.py
new file mode 100644
index 000000000..1a0087e44
--- /dev/null
+++ b/Downloads/basemap-develop/examples/setwh.py
@@ -0,0 +1,39 @@
+from __future__ import (absolute_import, division, print_function)
+
+# examples of using the 'width' and 'height' keywords
+# to the Basemap constructor.
+
+from mpl_toolkits.basemap import Basemap
+import numpy as np
+import matplotlib.pyplot as plt
+
+# setup projection parameters
+lat_0 = 40.
+lon_0 = -100.
+width = 6000000.
+height = 2. * width / 3.
+delat = 25.
+circles = np.arange(0., 90. + delat, delat).tolist() +\
+ np.arange(-delat, -90. - delat, -delat).tolist()
+delon = 30.
+meridians = np.arange(10., 360., delon)
+npanel = 0
+# plots of the US.
+projs = ['lcc', 'aeqd', 'aea', 'laea', 'eqdc', 'stere']
+fig = plt.figure(figsize=(7, 7))
+for proj in projs:
+ m = Basemap(width=width, height=height,
+ resolution='c', projection=proj,
+ lat_0=lat_0, lon_0=lon_0)
+ npanel = npanel + 1
+ fig.add_subplot(3, 2, npanel)
+ m.drawcoastlines()
+ m.drawcountries()
+ m.fillcontinents()
+ m.drawstates()
+ m.drawparallels(circles)
+ m.drawmeridians(meridians)
+ plt.title('proj = ' + proj + ' centered on %sW, %sN' %
+ (lon_0, lat_0), fontsize=10)
+
+plt.show()
diff --git a/Downloads/basemap-develop/examples/shiftdata.py b/Downloads/basemap-develop/examples/shiftdata.py
new file mode 100644
index 000000000..d26699715
--- /dev/null
+++ b/Downloads/basemap-develop/examples/shiftdata.py
@@ -0,0 +1,27 @@
+from __future__ import (absolute_import, division, print_function)
+
+import mpl_toolkits.basemap as bm
+import numpy as np
+import matplotlib.pyplot as plt
+import numpy.ma as ma
+# change default value of latlon kwarg to True.
+bm.latlon_default = True
+# read in topo data (on a regular lat/lon grid)
+etopo = np.loadtxt('etopo20data.gz')
+lons = np.loadtxt('etopo20lons.gz')
+lats = np.loadtxt('etopo20lats.gz')
+# mask land regions.
+etopo = ma.masked_where(etopo > 0, etopo)
+lons, lats = np.meshgrid(lons, lats)
+# create Basemap instance.
+m = bm.Basemap(projection='kav7', lon_0=0)
+# latlon_default=True, so contourf expecting lons,lats (not x,y)
+# data automatically shifted in longitude to fit map projection region.
+cs = m.contourf(lons, lats, etopo, 30, cmap=plt.cm.jet)
+# draw coastlines.
+m.drawcoastlines()
+# draw parallels and meridians.
+m.drawparallels(np.arange(-60., 90., 30.), labels=[1, 0, 0, 0])
+m.drawmeridians(np.arange(0., 360., 60.), labels=[0, 0, 0, 1], fontsize=12)
+plt.title('test latlon=True')
+plt.show()
diff --git a/Downloads/basemap-develop/examples/show_colormaps.py b/Downloads/basemap-develop/examples/show_colormaps.py
new file mode 100644
index 000000000..5f5b3b52d
--- /dev/null
+++ b/Downloads/basemap-develop/examples/show_colormaps.py
@@ -0,0 +1,19 @@
+from __future__ import (absolute_import, division, print_function)
+
+import numpy as np
+import matplotlib.pyplot as plt
+from mpl_toolkits.basemap import cm
+a = np.outer(np.arange(0, 1, 0.01), np.ones(10))
+plt.figure(figsize=(10, 7))
+plt.subplots_adjust(top=0.8, bottom=0.05, left=0.01, right=0.99)
+maps = [m for m in cm.datad.keys() if not m.endswith("_r")]
+maps.sort()
+l = len(maps) + 1
+i = 1
+for m in maps:
+ plt.subplot(1, l, i)
+ plt.axis("off")
+ plt.imshow(a, aspect='auto', cmap=cm.__dict__[m], origin="lower")
+ plt.title(m, rotation=90, fontsize=10)
+ i = i + 1
+plt.show()
diff --git a/Downloads/basemap-develop/examples/simpletest.py b/Downloads/basemap-develop/examples/simpletest.py
new file mode 100644
index 000000000..47ee977bd
--- /dev/null
+++ b/Downloads/basemap-develop/examples/simpletest.py
@@ -0,0 +1,23 @@
+from __future__ import (absolute_import, division, print_function)
+
+from mpl_toolkits.basemap import Basemap
+import numpy as np
+import matplotlib.pyplot as plt
+# read in topo data (on a regular lat/lon grid)
+etopo = np.loadtxt('etopo20data.gz')
+lons = np.loadtxt('etopo20lons.gz')
+lats = np.loadtxt('etopo20lats.gz')
+# create Basemap instance for Robinson projection.
+m = Basemap(projection='robin', lon_0=0.5 * (lons[0] + lons[-1]))
+# make filled contour plot.
+x, y = m(*np.meshgrid(lons, lats))
+cs = m.contourf(x, y, etopo, 30, cmap=plt.cm.jet)
+# draw coastlines.
+m.drawcoastlines()
+# draw parallels and meridians.
+m.drawparallels(np.arange(-60., 90., 30.), labels=[1, 0, 0, 0])
+m.drawmeridians(np.arange(0., 360., 60.), labels=[0, 0, 0, 1], fontsize=12)
+m.colorbar(location='bottom', pad='10%')
+# add a title.
+plt.title('Robinson Projection')
+plt.show()
diff --git a/Downloads/basemap-develop/examples/simpletest_oo.py b/Downloads/basemap-develop/examples/simpletest_oo.py
new file mode 100644
index 000000000..ea6acd41c
--- /dev/null
+++ b/Downloads/basemap-develop/examples/simpletest_oo.py
@@ -0,0 +1,53 @@
+from __future__ import (absolute_import, division, print_function)
+
+######################################
+# pyplot-free version of simpletest.py
+######################################
+
+import numpy as np
+
+from matplotlib.backends.backend_agg import FigureCanvasAgg as FigureCanvas
+from matplotlib.figure import Figure
+import matplotlib.cm as cm
+
+from mpl_toolkits.basemap import Basemap
+
+# read in topo data (on a regular lat/lon grid)
+# longitudes go from 20 to 380.
+etopo = np.loadtxt('etopo20data.gz')
+lons = np.loadtxt('etopo20lons.gz')
+lats = np.loadtxt('etopo20lats.gz')
+
+# create figure.
+fig = Figure()
+canvas = FigureCanvas(fig)
+
+# create axes instance
+ax = fig.add_axes([0.1, 0.1, 0.8, 0.8])
+
+# create Basemap instance for Robinson projection.
+# set 'ax' keyword so pylab won't be imported.
+m = Basemap(projection='robin', lon_0=0.5 * (lons[0] + lons[-1]), ax=ax)
+
+# make filled contour plot.
+x, y = m(*np.meshgrid(lons, lats))
+cs = m.contourf(x, y, etopo, 30, cmap=cm.jet)
+# draw coastlines.
+m.drawcoastlines()
+# draw a line around the map region.
+m.drawmapboundary()
+# draw parallels and meridians.
+m.drawparallels(np.arange(-60., 90., 30.), labels=[1, 0, 0, 0], fontsize=10)
+m.drawmeridians(np.arange(0., 420., 60.), labels=[0, 0, 0, 1], fontsize=10)
+# add a title.
+ax.set_title('Robinson Projection')
+
+# add a colorbar (must specify mappable and fig keywords, of pyplot will be
+# invoked) .
+cb = m.colorbar(mappable=cs, location='right', size='5%',
+ pad='2%', ticks=cs.levels[::3], fig=fig)
+
+# save image (width 800 pixels with dpi=100 and fig width 8 inches).
+canvas.print_figure('simpletest', dpi=100)
+# done.
+print('image saved in simpletest.png')
diff --git a/Downloads/basemap-develop/examples/st99_d00.dbf b/Downloads/basemap-develop/examples/st99_d00.dbf
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diff --git a/Downloads/basemap-develop/examples/st99_d00.shx b/Downloads/basemap-develop/examples/st99_d00.shx
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diff --git a/Downloads/basemap-develop/examples/streamplot_demo.py b/Downloads/basemap-develop/examples/streamplot_demo.py
new file mode 100755
index 000000000..b8efb1b2c
--- /dev/null
+++ b/Downloads/basemap-develop/examples/streamplot_demo.py
@@ -0,0 +1,51 @@
+from __future__ import (absolute_import, division, print_function)
+
+# example showing how to use streamlines to visualize a vector
+# flow field (from Hurricane Earl).
+# Requires matplotlib 1.1.1 or newer.
+from netCDF4 import Dataset as NetCDFFile
+from mpl_toolkits.basemap import Basemap, interp
+import numpy as np
+import matplotlib.pyplot as plt
+
+if not hasattr(plt, 'streamplot'):
+ raise ValueError('need newer version of matplotlib to run this example')
+
+# H*wind data from http://www.aoml.noaa.gov/hrd/data_sub/wind.html
+ncfile = NetCDFFile('rita.nc')
+udat = ncfile.variables['sfc_u'][0, :, :]
+vdat = ncfile.variables['sfc_v'][0, :, :]
+lons1 = ncfile.variables['longitude'][:]
+lats1 = ncfile.variables['latitude'][:]
+lat0 = lats1[len(lats1) // 2]
+lon0 = lons1[len(lons1) // 2]
+lons, lats = np.meshgrid(lons1, lats1)
+ncfile.close()
+
+# downsample to finer grid for nicer looking plot.
+nlats = 2 * udat.shape[0]
+nlons = 2 * udat.shape[1]
+lons = np.linspace(lons1[0], lons1[-1], nlons)
+lats = np.linspace(lats1[0], lats1[-1], nlats)
+lons, lats = np.meshgrid(lons, lats)
+udat = interp(udat, lons1, lats1, lons, lats)
+vdat = interp(vdat, lons1, lats1, lons, lats)
+speed = np.sqrt(udat**2 + vdat**2)
+
+
+fig = plt.figure(figsize=(8, 8))
+m = Basemap(projection='cyl', llcrnrlat=lats1[0], llcrnrlon=lons1[0],
+ urcrnrlat=lats1[-1], urcrnrlon=lons1[-1], resolution='i')
+x, y = m(lons, lats)
+m.drawmapboundary(fill_color='w')
+m.drawcoastlines()
+m.drawmeridians(np.arange(-120, -60, 2), labels=[0, 0, 0, 1])
+m.drawparallels(np.arange(0, 30, 2), labels=[1, 0, 0, 0])
+
+m.streamplot(x, y, udat, vdat, color=speed, linewidth=2,
+ density=2, cmap=plt.cm.Spectral)
+m.colorbar()
+
+plt.title('Hurricane Rita flow field visualized with streamlines',
+ fontsize=13)
+plt.show()
diff --git a/Downloads/basemap-develop/examples/test.py b/Downloads/basemap-develop/examples/test.py
new file mode 100644
index 000000000..307d69c48
--- /dev/null
+++ b/Downloads/basemap-develop/examples/test.py
@@ -0,0 +1,652 @@
+from __future__ import (absolute_import, division, print_function)
+
+# exercise all the projections by plotting
+# etopo bathymetry/topography over them, plus
+# drawing coastlines, state and
+# country boundaries, filling continents and drawing
+# parallels/meridians
+
+from mpl_toolkits.basemap import Basemap, cm, shiftgrid
+import numpy as np
+import matplotlib.pyplot as plt
+import matplotlib.colors as colors
+
+cmap = cm.GMT_haxby # colormap to use
+
+# read in topo data (on a regular lat/lon grid)
+# longitudes go from 20 to 380.
+topodat = np.loadtxt('etopo20data.gz')
+lons = np.loadtxt('etopo20lons.gz')
+lats = np.loadtxt('etopo20lats.gz')
+lons, lats = np.meshgrid(lons, lats)
+
+print('min/max etopo20 data:')
+print(topodat.min(), topodat.max())
+
+# create new figure
+fig = plt.figure()
+# setup cylindrical equidistant map projection (global domain).
+m = Basemap(llcrnrlon=-180., llcrnrlat=-90, urcrnrlon=180., urcrnrlat=90.,
+ resolution='c', area_thresh=10000., projection='cyl')
+# plot image over map.
+im = m.pcolormesh(lons, lats, topodat, cmap=cmap, latlon=True)
+m.colorbar() # draw colorbar
+m.drawcoastlines()
+# draw parallels
+m.drawparallels(np.arange(-90, 90, 30), labels=[1, 0, 0, 1])
+# draw meridians
+m.drawmeridians(np.arange(0, 360, 60), labels=[1, 0, 0, 1])
+plt.title('Cylindrical Equidistant')
+print('plotting Cylindrical Equidistant example ...')
+print(m.proj4string)
+
+# create new figure
+fig = plt.figure()
+# setup miller cylindrical map projection.
+m = Basemap(llcrnrlon=-180., llcrnrlat=-90, urcrnrlon=180., urcrnrlat=90.,
+ resolution='c', area_thresh=10000., projection='mill')
+# plot image over map.
+im = m.pcolormesh(lons, lats, topodat, cmap=cmap, latlon=True)
+m.colorbar(location='bottom', pad='7%') # draw colorbar
+m.drawcoastlines() # draw coastlines
+# draw parallels and meridiands
+m.drawparallels(np.arange(-90, 90, 30), labels=[1, 0, 0, 1])
+m.drawmeridians(np.arange(0, 360, 60), labels=[1, 0, 0, 1])
+plt.title('Miller Cylindrical')
+print('plotting Miller Cylindrical example ...')
+print(m.proj4string)
+
+# create new figure
+fig = plt.figure()
+# setup gall stereographic cylindrical map projection.
+m = Basemap(llcrnrlon=-180., llcrnrlat=-90, urcrnrlon=180., urcrnrlat=90.,
+ resolution='c', area_thresh=10000., projection='gall')
+# plot image over map.
+im = m.pcolormesh(lons, lats, topodat, cmap=cmap, latlon=True)
+cb = m.colorbar() # draw colorbar
+m.drawcoastlines() # draw coastlines
+# draw parallels and meridiands
+m.drawparallels(np.arange(-90, 90, 30), labels=[1, 0, 0, 1])
+m.drawmeridians(np.arange(0, 360, 60), labels=[1, 0, 0, 1])
+plt.title('Gall Stereographic Cylindrical', y=1.1)
+print('plotting Gall Stereographic Cylindrical example ...')
+print(m.proj4string)
+
+# create new figure
+fig = plt.figure()
+# setup cylindrical equal area map projection.
+m = Basemap(llcrnrlon=-180., llcrnrlat=-90, urcrnrlon=180., urcrnrlat=90.,
+ resolution='c', area_thresh=10000., lat_ts=30, projection='cea')
+# plot image over map.
+im = m.pcolormesh(lons, lats, topodat, cmap=cmap, latlon=True)
+cb = m.colorbar() # draw colorbar
+m.drawcoastlines() # draw coastlines
+# draw parallels and meridiands
+m.drawparallels(np.arange(-90, 90, 30), labels=[1, 0, 0, 1])
+m.drawmeridians(np.arange(0, 360, 60), labels=[1, 0, 0, 1])
+plt.title('Cylindrical Equal Area', y=1.1)
+print('plotting Cylindrical Equal Area example ...')
+print(m.proj4string)
+
+# create new figure
+fig = plt.figure()
+# setup mercator map projection (-80 to +80).
+m = Basemap(llcrnrlon=-180., llcrnrlat=-75, urcrnrlon=180., urcrnrlat=75.,
+ resolution='c', area_thresh=10000., projection='merc', lat_ts=20)
+# plot image over map.
+im = m.pcolormesh(lons, lats, topodat, cmap=cmap, latlon=True)
+cb = m.colorbar() # draw colorbar
+m.drawcoastlines() # draw coastlines
+m.drawstates() # draw state boundaries
+m.fillcontinents() # fill continents
+# draw parallels and meridiands
+m.drawparallels(np.arange(-90, 90, 30), labels=[1, 0, 0, 1])
+m.drawmeridians(np.arange(0, 360, 60), labels=[1, 0, 0, 1])
+plt.title('Mercator', y=1.1)
+print('plotting Mercator example ...')
+print(m.proj4string)
+
+# create new figure
+fig = plt.figure()
+# setup cassini-soldner basemap.
+m = Basemap(llcrnrlon=-6, llcrnrlat=49, urcrnrlon=4, urcrnrlat=59,
+ resolution='l', area_thresh=1000., projection='cass',
+ lat_0=54., lon_0=-2.)
+# plot image over map.
+# transform to nx x ny regularly spaced native projection grid
+nx = int((m.xmax - m.xmin) / 20000.) + 1
+ny = int((m.ymax - m.ymin) / 20000.) + 1
+# shift data so lons go from -180 to 180 instead of 20 to 380.
+datamap, lonsmap = shiftgrid(180., topodat, lons[0, :], start=False)
+topomap = m.transform_scalar(datamap, lonsmap, lats[:, 0], nx, ny)
+# plot image over map.
+im = m.imshow(topomap, cmap)
+m.colorbar() # draw colorbar
+m.drawcoastlines()
+# draw parallels
+delat = 2.
+circles = np.arange(40., 70., delat)
+m.drawparallels(circles, labels=[1, 0, 0, 1], fontsize=10)
+# draw meridians
+delon = 2.
+meridians = np.arange(-10, 10, delon)
+m.drawmeridians(meridians, labels=[1, 0, 0, 1], fontsize=10)
+plt.title('Cassini-Soldner Projection')
+print('plotting Cassini-Soldner example ...')
+print(m.proj4string)
+
+# create new figure
+fig = plt.figure()
+# setup gnomonic basemap.
+m = Basemap(llcrnrlon=-95., llcrnrlat=-52, urcrnrlon=-35., urcrnrlat=15.,
+ resolution='c', area_thresh=10000., projection='gnom',
+ lat_0=-10., lon_0=-60.)
+cs = m.contourf(lons, lats, topodat, np.arange(-6500, 5000, 50),
+ cmap=cmap, extend='both', latlon=True)
+m.colorbar() # draw colorbar
+m.drawcoastlines()
+m.drawcountries()
+# draw parallels
+delat = 20.
+circles = np.arange(-80., 100., delat)
+m.drawparallels(circles, labels=[1, 0, 0, 1], fontsize=10)
+# draw meridians
+delon = 20.
+meridians = np.arange(-180, 180, delon)
+m.drawmeridians(meridians, labels=[1, 0, 0, 1], fontsize=10)
+plt.title('Gnomonic Projection')
+print('plotting Gnomonic example ...')
+print(m.proj4string)
+
+# create new figure
+fig = plt.figure()
+# setup transverse mercator basemap.
+m = Basemap(llcrnrlon=-6, llcrnrlat=49, urcrnrlon=4, urcrnrlat=59,
+ resolution='l', area_thresh=1000., projection='tmerc',
+ lat_0=54., lon_0=-2.)
+# plot image over map.
+# transform to nx x ny regularly spaced native projection grid
+nx = int((m.xmax - m.xmin) / 20000.) + 1
+ny = int((m.ymax - m.ymin) / 20000.) + 1
+# shift data so lons go from -180 to 180 instead of 20 to 380.
+datamap, lonsmap = shiftgrid(180., topodat, lons[0, :], start=False)
+topomap = m.transform_scalar(datamap, lonsmap, lats[:, 0], nx, ny)
+# plot image over map.
+im = m.imshow(topomap, cmap)
+m.colorbar() # draw colorbar
+m.drawcoastlines()
+# draw parallels
+delat = 2.
+circles = np.arange(40., 70., delat)
+m.drawparallels(circles, labels=[1, 0, 0, 1], fontsize=10)
+# draw meridians
+delon = 2.
+meridians = np.arange(-10, 10, delon)
+m.drawmeridians(meridians, labels=[1, 0, 0, 1], fontsize=10)
+plt.title('Transverse Mercator Projection')
+print('plotting Transverse Mercator example ...')
+print(m.proj4string)
+
+# create new figure
+fig = plt.figure()
+# setup oblique mercator basemap.
+m = Basemap(height=16700000, width=12000000,
+ resolution='l', area_thresh=1000., projection='omerc',
+ lon_0=-100, lat_0=15, lon_2=-120, lat_2=65, lon_1=-50, lat_1=-55)
+# plot image over map.
+cs = m.contourf(lons, lats, topodat, np.arange(-6500, 5000, 50),
+ cmap=cmap, extend='both', latlon=True)
+m.colorbar() # draw colorbar
+m.drawcoastlines()
+m.drawcountries()
+m.drawstates()
+# draw parallels
+m.drawparallels(np.arange(-80, 81, 20), labels=[1, 0, 0, 0], fontsize=10)
+# draw meridians
+m.drawmeridians(np.arange(-180, 181, 30), labels=[0, 0, 0, 1], fontsize=10)
+plt.title('Oblique Mercator Projection')
+print('plotting Oblique Mercator example ...')
+print(m.proj4string)
+
+# create new figure
+fig = plt.figure()
+# setup polyconic basemap.
+m = Basemap(llcrnrlon=-35., llcrnrlat=-30, urcrnrlon=80., urcrnrlat=50.,
+ resolution='c', area_thresh=1000., projection='poly',
+ lat_0=0., lon_0=20.)
+# plot image over map.
+cs = m.contourf(lons, lats, topodat, np.arange(-6500, 5000, 50),
+ cmap=cmap, extend='both', latlon=True)
+m.colorbar() # draw colorbar
+m.drawcoastlines()
+m.drawcountries()
+# draw parallels
+delat = 20.
+circles = np.arange(-80., 100., delat)
+m.drawparallels(circles, labels=[1, 0, 0, 0], fontsize=10)
+# draw meridians
+delon = 20.
+meridians = np.arange(-180, 180, delon)
+m.drawmeridians(meridians, labels=[1, 0, 0, 1], fontsize=10)
+plt.title('Polyconic Projection')
+print('plotting Polyconic example ...')
+print(m.proj4string)
+
+# create new figure
+fig = plt.figure()
+# setup equidistant conic
+m = Basemap(llcrnrlon=-90., llcrnrlat=18, urcrnrlon=-70., urcrnrlat=26.,
+ resolution='l', area_thresh=1000., projection='eqdc',
+ lat_1=21., lat_2=23., lon_0=-80.)
+# plot image over map.
+# transform to nx x ny regularly spaced native projection grid
+nx = int((m.xmax - m.xmin) / 20000.) + 1
+ny = int((m.ymax - m.ymin) / 20000.) + 1
+# shift data so lons go from -180 to 180 instead of 20 to 380.
+datamap, lonsmap = shiftgrid(180., topodat, lons[0, :], start=False)
+topomap = m.transform_scalar(datamap, lonsmap, lats[:, 0], nx, ny)
+# plot image over map.
+im = m.imshow(topomap, cmap)
+m.colorbar() # draw colorbar
+m.drawcoastlines()
+m.drawcountries()
+m.drawstates()
+m.fillcontinents(color='olive')
+# draw parallels
+delat = 2.
+circles = np.arange(17, 27, delat)
+m.drawparallels(circles, labels=[1, 0, 0, 0])
+# draw meridians
+delon = 5.
+meridians = np.arange(-100, -60, delon)
+m.drawmeridians(meridians, labels=[0, 0, 0, 1])
+plt.title('Equidistant Conic')
+print('plotting Equidistant Conic example ...')
+print(m.proj4string)
+
+# create new figure
+fig = plt.figure()
+# setup lambert conformal map projection (North America).
+m = Basemap(llcrnrlon=-145.5, llcrnrlat=1, urcrnrlon=-2.566, urcrnrlat=46.352,
+ resolution='c', area_thresh=10000., projection='lcc',
+ lat_1=50., lon_0=-107.)
+# plot image over map.
+cs = m.contourf(lons, lats, topodat, np.arange(-6500, 5000, 50),
+ cmap=cmap, extend='both', latlon=True)
+m.colorbar(pad='10%') # draw colorbar
+m.drawcoastlines()
+m.drawcountries()
+m.drawstates()
+# m.fillcontinents()
+# draw parallels
+delat = 20.
+circles = np.arange(0., 90. + delat, delat).tolist() +\
+ np.arange(-delat, -90. - delat, -delat).tolist()
+m.drawparallels(circles, labels=[1, 1, 0, 1])
+# draw meridians
+delon = 30.
+meridians = np.arange(10., 360., delon)
+m.drawmeridians(meridians, labels=[1, 1, 0, 1])
+plt.title('Lambert Conformal Conic')
+print('plotting Lambert Conformal example ...')
+print(m.proj4string)
+
+# create new figure
+fig = plt.figure()
+# setup albers equal area map projection (Europe).
+m = Basemap(llcrnrlon=-10., llcrnrlat=20, urcrnrlon=55., urcrnrlat=75,
+ resolution='l', projection='aea',
+ lat_1=40., lat_2=60, lon_0=35.)
+# plot image over map.
+cs = m.contourf(lons, lats, topodat, np.arange(-4000, 3000, 50),
+ cmap=cmap, extend='both', latlon=True)
+m.colorbar(pad='10%') # draw colorbar
+m.drawcoastlines()
+m.drawcountries()
+# draw parallels
+delat = 20.
+circles = np.arange(0., 90. + delat, delat).tolist() +\
+ np.arange(-delat, -90. - delat, -delat).tolist()
+m.drawparallels(circles, labels=[1, 1, 1, 1])
+# draw meridians
+delon = 30.
+meridians = np.arange(10., 360., delon)
+m.drawmeridians(meridians, labels=[1, 1, 1, 1])
+plt.title('Albers Equal Area Conic', y=1.075)
+print('plotting Albers Equal Area example ...')
+print(m.proj4string)
+
+# create new figure
+fig = plt.figure()
+# setup stereographic map projection (Southern Hemisphere).
+# m = Basemap(llcrnrlon=120.,llcrnrlat=0.,urcrnrlon=-60.,urcrnrlat=0.,\
+# resolution='c',area_thresh=10000.,projection='stere',\
+# lat_0=-90.,lon_0=75.,lat_ts=-90.)
+# this is equivalent, but simpler.
+m = Basemap(lon_0=75., boundinglat=-20,
+ resolution='c', area_thresh=10000., projection='spstere')
+# plot image over map.
+cs = m.contourf(lons, lats, topodat, 50, cmap=cmap, extend='both', latlon=True)
+m.colorbar(pad='12%') # draw colorbar
+m.drawcoastlines()
+m.drawcountries()
+# m.fillcontinents()
+# draw parallels
+m.drawparallels(circles)
+# draw meridians
+m.drawmeridians(meridians, labels=[1, 1, 1, 1])
+plt.title('Square Polar Stereographic', y=1.075)
+print('plotting Square Stereographic example ...')
+print(m.proj4string)
+
+# create new figure
+fig = plt.figure()
+m = Basemap(lon_0=75., boundinglat=-20,
+ resolution='c', area_thresh=10000., projection='spstere', round=True)
+# plot image over map.
+cs = m.contourf(lons, lats, topodat, 50, cmap=cmap, extend='both', latlon=True)
+m.colorbar(pad='12%') # draw colorbar
+m.drawcoastlines()
+m.drawcountries()
+# m.fillcontinents()
+# draw parallels.
+m.drawparallels(circles)
+# draw meridians
+m.drawmeridians(meridians, labels=[1, 1, 1, 1])
+plt.title('Round Polar Stereographic', y=1.075)
+print('plotting Round Stereographic example ...')
+print(m.proj4string)
+
+# create new figure
+fig = plt.figure()
+# setup lambert azimuthal map projection (Northern Hemisphere).
+m = Basemap(llcrnrlon=-150., llcrnrlat=-18., urcrnrlon=30., urcrnrlat=--18.,
+ resolution='c', area_thresh=10000., projection='laea',
+ lat_0=90., lon_0=-105.)
+# plot image over map.
+cs = m.contourf(lons, lats, topodat, 50, cmap=cmap, extend='both', latlon=True)
+m.colorbar(pad='12%') # draw colorbar
+m.drawcoastlines()
+m.drawcountries()
+m.drawstates()
+# m.fillcontinents()
+# draw parallels
+m.drawparallels(circles)
+# draw meridians
+m.drawmeridians(meridians, labels=[1, 1, 1, 1])
+plt.title('Square Lambert Azimuthal Equal Area', y=1.075)
+print('plotting Square Lambert Azimuthal example ...')
+print(m.proj4string)
+
+# create new figure
+fig = plt.figure()
+m = Basemap(projection='rotpole', lon_0=-120.,
+ o_lon_p=180, o_lat_p=0,
+ llcrnry=-41.75, urcrnry=37.75,
+ llcrnrx=137, urcrnrx=222.5, resolution='l')
+m.drawcoastlines()
+ny, nx = lons.shape
+m.contourf(lons[ny // 2:, :], lats[ny // 2:, :], topodat[ny // 2:, :],
+ 50, cmap=cmap, extend='both', latlon=True)
+m.drawmeridians(np.arange(-180, 180, 20), labels=[1, 1, 1, 1])
+m.drawparallels(np.arange(20, 80, 20))
+m.colorbar()
+plt.title('Rotated Pole', y=1.075)
+print('plotting Rotated Pole example ...')
+print(m.proj4string)
+
+# create new figure
+fig = plt.figure()
+m = Basemap(lon_0=-105, boundinglat=20.,
+ resolution='c', area_thresh=10000., projection='nplaea', round=True)
+# plot image over map.
+cs = m.contourf(lons, lats, topodat, 50, cmap=cmap, extend='both', latlon=True)
+m.colorbar(pad='12%') # draw colorbar
+m.drawcoastlines()
+m.drawcountries()
+m.drawstates()
+# m.fillcontinents()
+# draw parallels.
+m.drawparallels(circles)
+# draw meridians
+m.drawmeridians(meridians, labels=[1, 1, 1, 1])
+plt.title('Round Lambert Azimuthal Equal Area', y=1.075)
+print('plotting Round Lambert Azimuthal example ...')
+print(m.proj4string)
+
+# create new figure
+fig = plt.figure()
+# setup azimuthal equidistant map projection (Northern Hemisphere).
+# m = Basemap(llcrnrlon=-150.,llcrnrlat=40.,urcrnrlon=30.,urcrnrlat=40.,\
+# resolution='c',area_thresh=10000.,projection='aeqd',\
+# lat_0=90.,lon_0=-105.)
+# this is equivalent, but simpler.
+m = Basemap(lon_0=-105, boundinglat=55.,
+ resolution='c', area_thresh=10000., projection='npaeqd')
+# plot image over map.
+cs = m.contourf(lons, lats, topodat, 50, cmap=cmap, extend='both', latlon=True)
+# plot image over map.
+im = m.imshow(topodat, plt.cm.jet)
+m.colorbar(pad='12%') # draw colorbar
+m.drawcoastlines()
+m.drawcountries()
+m.drawstates()
+# m.fillcontinents()
+# draw parallels
+m.drawparallels(circles)
+# draw meridians
+m.drawmeridians(meridians, labels=[1, 1, 1, 1])
+plt.title('Azimuthal Equidistant', y=1.075)
+print('plotting Azimuthal Equidistant example ...')
+print(m.proj4string)
+
+# projections with elliptical boundaries (orthographic, sinusoidal,
+# mollweide and robinson)
+
+# create new figure
+fig = plt.figure()
+# setup of basemap ('ortho' = orthographic projection)
+m = Basemap(projection='ortho',
+ resolution='c', area_thresh=10000., lat_0=30, lon_0=-60)
+# plot image over map.
+cs = m.contourf(lons, lats, topodat, 50, cmap=cmap, extend='both', latlon=True)
+m.colorbar() # draw colorbar
+# draw coastlines and political boundaries.
+m.drawcoastlines()
+# draw parallels and meridians (labelling is
+# not implemented for orthographic).
+parallels = np.arange(-80., 90, 20.)
+m.drawparallels(parallels)
+meridians = np.arange(0., 360., 20.)
+m.drawmeridians(meridians)
+# draw boundary around map region.
+plt.title('Orthographic')
+print('plotting Orthographic example ...')
+print(m.proj4string)
+
+# create new figure
+fig = plt.figure()
+# setup of basemap ('geos' = geostationary projection)
+m = Basemap(projection='geos',
+ rsphere=(6378137.00, 6356752.3142),
+ resolution='c', area_thresh=10000., lon_0=0, satellite_height=35785831)
+# plot image over map.
+cs = m.contourf(lons, lats, topodat, 50, cmap=cmap, extend='both', latlon=True)
+m.colorbar() # draw colorbar
+# draw coastlines and political boundaries.
+m.drawcoastlines()
+# draw parallels and meridians (labelling is
+# not implemented for geostationary).
+parallels = np.arange(-80., 90, 20.)
+m.drawparallels(parallels)
+meridians = np.arange(0., 360., 20.)
+m.drawmeridians(meridians)
+# draw boundary around map region.
+plt.title('Geostationary')
+print('plotting Geostationary example ...')
+print(m.proj4string)
+
+# create new figure
+fig = plt.figure()
+# setup of sinusoidal ('sinu' = sinusioidal projection)
+m = Basemap(projection='sinu',
+ resolution='c', area_thresh=10000., lon_0=0)
+# plot image over map.
+cs = m.contourf(lons, lats, topodat, 50, cmap=cmap, extend='both', latlon=True)
+m.colorbar(location='bottom') # draw colorbar
+# draw coastlines and political boundaries.
+m.drawcoastlines()
+# draw parallels and meridians
+parallels = np.arange(-60., 90, 30.)
+m.drawparallels(parallels, labels=[1, 0, 0, 0])
+meridians = np.arange(0., 360., 30.)
+m.drawmeridians(meridians)
+# draw boundary around map region.
+plt.title('Sinusoidal')
+print('plotting Sinusoidal example ...')
+print(m.proj4string)
+
+# create new figure
+fig = plt.figure()
+# setup of basemap ('moll' = mollweide projection)
+m = Basemap(projection='moll',
+ resolution='c', area_thresh=10000., lon_0=0)
+# plot image over map.
+cs = m.contourf(lons, lats, topodat, 50, cmap=cmap, extend='both', latlon=True)
+m.colorbar(location='bottom') # draw colorbar
+# draw coastlines and political boundaries.
+m.drawcoastlines()
+# draw parallels and meridians
+parallels = np.arange(-60., 90, 30.)
+m.drawparallels(parallels, labels=[1, 0, 0, 0])
+meridians = np.arange(0., 360., 30.)
+m.drawmeridians(meridians)
+# draw boundary around map region.
+plt.title('Mollweide')
+print('plotting Mollweide example ...')
+print(m.proj4string)
+
+# create new figure
+fig = plt.figure()
+# setup of basemap ('hammer' = Hammer projection)
+m = Basemap(projection='hammer',
+ resolution='c', area_thresh=10000., lon_0=0)
+# plot image over map.
+cs = m.contourf(lons, lats, topodat, 50, cmap=cmap, extend='both', latlon=True)
+m.colorbar(location='bottom') # draw colorbar
+# draw coastlines and political boundaries.
+m.drawcoastlines()
+# draw parallels and meridians
+parallels = np.arange(-60., 90, 30.)
+m.drawparallels(parallels, labels=[1, 0, 0, 0])
+meridians = np.arange(0., 360., 30.)
+m.drawmeridians(meridians)
+# draw boundary around map region.
+plt.title('Hammer')
+print('plotting Hammer example ...')
+print(m.proj4string)
+
+# create new figure
+fig = plt.figure()
+# setup of basemap ('robin' = robinson projection)
+m = Basemap(projection='robin',
+ resolution='c', area_thresh=10000., lon_0=0)
+# plot image over map.
+cs = m.contourf(lons, lats, topodat, 50, cmap=cmap, extend='both', latlon=True)
+m.colorbar(location='bottom', pad='10%') # draw colorbar
+# draw coastlines and political boundaries.
+m.drawcoastlines()
+# draw parallels and meridians
+parallels = np.arange(-60., 90, 30.)
+m.drawparallels(parallels, labels=[1, 0, 0, 0])
+meridians = np.arange(0., 360., 60.)
+m.drawmeridians(meridians, labels=[0, 0, 0, 1])
+# draw boundary around map region.
+plt.title('Robinson')
+print('plotting Robinson example ...')
+print(m.proj4string)
+
+# create new figure
+fig = plt.figure()
+# setup of basemap ('kav7' = Kavrayskiy VII projection)
+m = Basemap(projection='kav7',
+ resolution='c', area_thresh=10000., lon_0=0)
+# plot image over map.
+cs = m.contourf(lons, lats, topodat, 50, cmap=cmap, extend='both', latlon=True)
+m.colorbar(location='bottom', pad='10%') # draw colorbar
+# draw coastlines and political boundaries.
+m.drawcoastlines()
+# draw parallels and meridians
+parallels = np.arange(-60., 90, 30.)
+m.drawparallels(parallels, labels=[1, 0, 0, 0])
+meridians = np.arange(0., 360., 60.)
+m.drawmeridians(meridians, labels=[0, 0, 0, 1])
+# draw boundary around map region.
+plt.title('Kavrayskiy VII')
+print('plotting Kavrayskiy VII example ...')
+print(m.proj4string)
+
+# create new figure
+fig = plt.figure()
+# setup of basemap ('eck4' = Eckert IV projection)
+m = Basemap(projection='eck4',
+ resolution='c', area_thresh=10000., lon_0=0)
+cs = m.contourf(lons, lats, topodat, 50, cmap=cmap, extend='both', latlon=True)
+m.colorbar(location='bottom', pad='10%') # draw colorbar
+# draw coastlines and political boundaries.
+m.drawcoastlines()
+# draw parallels and meridians
+parallels = np.arange(-60., 90, 30.)
+m.drawparallels(parallels, labels=[1, 0, 0, 0])
+meridians = np.arange(0., 360., 60.)
+m.drawmeridians(meridians, labels=[0, 0, 0, 1])
+# draw boundary around map region.
+plt.title('Eckert IV')
+print('plotting Eckert IV example ...')
+print(m.proj4string)
+
+# create new figure
+fig = plt.figure()
+# setup of basemap ('mbtfpq' = McBryde-Thomas Flat Polar Quartic projection)
+m = Basemap(projection='mbtfpq',
+ resolution='c', area_thresh=10000., lon_0=0)
+# plot image over map.
+cs = m.contourf(lons, lats, topodat, np.arange(-6500, 5000, 50),
+ cmap=cmap, extend='both', latlon=True)
+m.colorbar(location='bottom') # draw colorbar
+# draw coastlines and political boundaries.
+m.drawcoastlines()
+# draw parallels and meridians
+parallels = np.arange(-60., 90, 30.)
+m.drawparallels(parallels, labels=[1, 0, 0, 0])
+meridians = np.arange(0., 360., 60.)
+m.drawmeridians(meridians, labels=[0, 0, 0, 1], fontsize=8)
+# draw boundary around map region.
+plt.title('McBryde-Thomas Flat Polar Quartic')
+print('plotting McBryde-Thomas Flat Polar Quartic example ...')
+print(m.proj4string)
+
+# create new figure
+fig = plt.figure()
+# create Basemap instance for van der Grinten projection.
+m = Basemap(projection='vandg', lon_0=0)
+# plot image over map.
+cs = m.contourf(lons, lats, topodat, np.arange(-6500, 5000, 50),
+ cmap=cmap, extend='both', latlon=True)
+m.colorbar() # draw colorbar
+# draw coastlines and political boundaries.
+m.drawcoastlines()
+# draw parallels and meridians
+parallels = np.arange(-80., 90, 20.)
+m.drawparallels(parallels)
+meridians = np.arange(0., 360., 60.)
+m.drawmeridians(meridians)
+# draw boundary around map region.
+# add a title.
+plt.title('van der Grinten')
+print('plotting van der Grinten example ...')
+print(m.proj4string)
+
+plt.show()
+
+print('done')
diff --git a/Downloads/basemap-develop/examples/test_rotpole.py b/Downloads/basemap-develop/examples/test_rotpole.py
new file mode 100644
index 000000000..d8fae759b
--- /dev/null
+++ b/Downloads/basemap-develop/examples/test_rotpole.py
@@ -0,0 +1,78 @@
+from __future__ import (absolute_import, division, print_function)
+
+from netCDF4 import Dataset
+from mpl_toolkits.basemap import Basemap
+import numpy as np
+import matplotlib.pyplot as plt
+
+nc = Dataset('wm201_Arctic_JJA_1990-2008_moyenneDesMoyennes.nc')
+lats = nc.variables['lat'][:]
+lons = nc.variables['lon'][:]
+rlats = nc.variables['rlat'][:]
+rlons = nc.variables['rlon'][:]
+rlons, rlats = np.meshgrid(rlons, rlats)
+data = nc.variables['air'][0, 0, :, :].squeeze()
+data = np.ma.masked_values(data, -999.)
+rotpole = nc.variables['rotated_pole']
+
+m = Basemap(projection='npstere', lon_0=10, boundinglat=30, resolution='c')
+x, y = m(lons, lats)
+m.drawcoastlines()
+m.contourf(x, y, data, 20)
+m.drawmeridians(np.arange(-180, 180, 20))
+m.drawparallels(np.arange(20, 80, 20))
+m.colorbar()
+plt.title('rotated pole data in polar stere map')
+
+plt.figure()
+
+# o_lon_p, o_lat_p: true lat/lon of pole in rotated coordinate system
+
+# mapping to CF metadata convention:
+# grid_north_pole_longitude = normalize180(180 + lon_0), where normalize180
+# is a function that maps to interval [-180,180).
+# grid_north_pole_latitude = o_lat_p
+# north_pole_grid_longitude = o_lon_p (optional, assumed zero if not present)
+
+
+def normalize180(lon):
+ """Normalize lon to range [180, 180)"""
+ lower = -180.
+ upper = 180.
+ if lon > upper or lon == lower:
+ lon = lower + abs(lon + upper) % (abs(lower) + abs(upper))
+ if lon < lower or lon == upper:
+ lon = upper - abs(lon - lower) % (abs(lower) + abs(upper))
+ return lower if lon == upper else lon
+
+
+lon_0 = normalize180(rotpole.grid_north_pole_longitude - 180.)
+o_lon_p = rotpole.north_pole_grid_longitude
+o_lat_p = rotpole.grid_north_pole_latitude
+print(rotpole)
+print('lon_0,o_lon_p,o_lat_p=', lon_0, o_lon_p, o_lat_p)
+
+m = Basemap(projection='rotpole', lon_0=lon_0, o_lon_p=o_lon_p, o_lat_p=o_lat_p,
+ llcrnrlat=lats[0, 0], urcrnrlat=lats[-1, -1],
+ llcrnrlon=lons[0, 0], urcrnrlon=lons[-1, -1], resolution='c')
+x, y = m(lons, lats)
+m.drawcoastlines()
+m.contourf(x, y, data, 20)
+m.drawmeridians(np.arange(-180, 180, 20))
+m.drawparallels(np.arange(20, 80, 20))
+m.colorbar()
+plt.title('rotated pole data in native map using real sphere corner lat/lons')
+
+plt.figure()
+m = Basemap(projection='rotpole', lon_0=lon_0, o_lon_p=o_lon_p, o_lat_p=o_lat_p,
+ llcrnry=rlats[0, 0], urcrnry=rlats[-1, -1],
+ llcrnrx=rlons[0, 0], urcrnrx=rlons[-1, -1], resolution='c')
+x, y = m(lons, lats)
+m.drawcoastlines()
+m.contourf(x, y, data, 20)
+m.drawmeridians(np.arange(-180, 180, 20))
+m.drawparallels(np.arange(20, 80, 20))
+m.colorbar()
+plt.title('rotated pole data in native map using rotated sphere corner lat/lons')
+
+plt.show()
diff --git a/Downloads/basemap-develop/examples/testarcgis.py b/Downloads/basemap-develop/examples/testarcgis.py
new file mode 100644
index 000000000..4e2358e6a
--- /dev/null
+++ b/Downloads/basemap-develop/examples/testarcgis.py
@@ -0,0 +1,61 @@
+from __future__ import (absolute_import, division, print_function)
+
+from mpl_toolkits.basemap import Basemap
+import matplotlib.pyplot as plt
+import numpy as np
+
+# test arcgisimage method for retrieving images from web map servers.
+
+plt.figure(figsize=(8, 8))
+epsg = 4326
+m = Basemap(projection='cyl', llcrnrlon=-90, llcrnrlat=30,
+ urcrnrlon=-60, urcrnrlat=60, resolution='i')
+# default 'blue marble' image.
+m.arcgisimage(verbose=True)
+m.drawmeridians(np.arange(-180, 180, 10), labels=[0, 0, 0, 1], color='y')
+m.drawparallels(np.arange(-90, 90, 10), labels=[1, 0, 0, 0], color='y')
+m.drawcoastlines(linewidth=0.5, color='0.5')
+plt.title('test WMS map background EPSG=%s' % epsg)
+
+plt.figure(figsize=(8, 8))
+epsg = 3413
+width = 18000.e3
+height = 18000.e3
+m = Basemap(epsg=epsg, resolution='l', width=width, height=height)
+# default 'blue marble' image.
+m.arcgisimage()
+m.drawmeridians(np.arange(-180, 180, 30), labels=[0, 0, 0, 1], color='y')
+m.drawparallels(np.arange(0, 80, 10), labels=[1, 0, 0, 0], color='y')
+m.drawcoastlines(linewidth=0.5, color='0.5')
+plt.title('test WMS map background EPSG=%s' % epsg)
+
+plt.figure(figsize=(10, 6.6666))
+epsg = 2263
+width = 600.e3
+height = 400.e3
+m = Basemap(epsg=epsg, resolution='h', width=width, height=height)
+# specify a different server.
+m.arcgisimage(server='https://gis.ngdc.noaa.gov/arcgis',
+ service='etopo1', verbose=True)
+m.drawmeridians(np.arange(-180, 180, 2), labels=[0, 0, 0, 1])
+m.drawparallels(np.arange(0, 80, 1), labels=[1, 0, 0, 0])
+m.drawcoastlines(linewidth=0.25)
+plt.title('test WMS map background EPSG=%s' % epsg)
+
+plt.figure(figsize=(6, 8))
+epsg = 3086
+lon1 = -85
+lat1 = 24
+lon2 = -79
+lat2 = 32
+m = Basemap(epsg=epsg, resolution='i', llcrnrlon=lon1, llcrnrlat=lat1,
+ urcrnrlon=lon2, urcrnrlat=lat2)
+# specify a different service
+m.arcgisimage(service='NatGeo_World_Map', verbose=True,
+ xpixels=600, interpolation='bicubic')
+m.drawmeridians(np.arange(-180, 180, 2), labels=[0, 0, 0, 1])
+m.drawparallels(np.arange(0, 80, 1), labels=[1, 0, 0, 0])
+m.drawcoastlines(linewidth=0.25)
+plt.title('test WMS map background EPSG=%s' % epsg)
+
+plt.show()
diff --git a/Downloads/basemap-develop/examples/testgdal.py b/Downloads/basemap-develop/examples/testgdal.py
new file mode 100644
index 000000000..5997d8822
--- /dev/null
+++ b/Downloads/basemap-develop/examples/testgdal.py
@@ -0,0 +1,68 @@
+from __future__ import (absolute_import, division, print_function)
+
+"""
+example showing how to plot data from a DEM file and an ESRI shape file using
+gdal (http://pypi.python.org/pypi/GDAL).
+"""
+from osgeo import gdal, ogr
+from mpl_toolkits.basemap import Basemap, cm
+import numpy as np
+import matplotlib.pyplot as plt
+from numpy import ma
+
+# read 2.5 minute U.S. DEM file using gdal.
+# (http://www.prism.oregonstate.edu/docs/meta/dem_25m.htm)
+gd = gdal.Open('us_25m.dem')
+array = gd.ReadAsArray()
+# get lat/lon coordinates from DEM file.
+coords = gd.GetGeoTransform()
+nlons = array.shape[1]
+nlats = array.shape[0]
+delon = coords[1]
+delat = coords[5]
+lons = coords[0] + delon * np.arange(nlons)
+lats = coords[3] + delat * np.arange(nlats)[::-1] # reverse lats
+# setup figure.
+fig = plt.figure(figsize=(11, 6))
+# setup basemap instance.
+m = Basemap(llcrnrlon=-119, llcrnrlat=22, urcrnrlon=-64, urcrnrlat=49,
+ projection='lcc', lat_1=33, lat_2=45, lon_0=-95)
+# create masked array, reversing data in latitude direction
+# (so that data is oriented in increasing latitude, as transform_scalar requires).
+topoin = ma.masked_values(array[::-1, :], -999.)
+# transform DEM data to a 4 km native projection grid
+nx = int((m.xmax - m.xmin) / 4000.) + 1
+ny = int((m.ymax - m.ymin) / 4000.) + 1
+topodat = m.transform_scalar(topoin, lons, lats, nx, ny, masked=True)
+# plot DEM image on map.
+im = m.imshow(topodat, cmap=cm.GMT_haxby_r)
+# draw meridians and parallels.
+m.drawparallels(np.arange(20, 71, 10), labels=[1, 0, 0, 0])
+m.drawmeridians(np.arange(-120, -40, 10), labels=[0, 0, 0, 1])
+# plot state boundaries from shapefile using ogr.
+g = ogr.Open("st99_d00.shp")
+L = g.GetLayer(0) # data is in 1st layer.
+for feat in L: # iterate over features in layer
+ geo = feat.GetGeometryRef()
+ # iterate over geometries.
+ for count in range(geo.GetGeometryCount()):
+ geom = geo.GetGeometryRef(count)
+ if not geom.GetGeometryCount(): # just one geometry.
+ # get lon,lat points
+ lons = [geom.GetX(i) for i in range(geom.GetPointCount())]
+ lats = [geom.GetY(i) for i in range(geom.GetPointCount())]
+ # convert to map projection coords.
+ x, y = m(lons, lats)
+ # plot on map.
+ m.plot(x, y, 'k')
+ else: # iterate over nested geometries.
+ for cnt in range(geom.GetGeometryCount()):
+ g = geom.GetGeometryRef(cnt)
+ lons = [g.GetX(i) for i in range(g.GetPointCount())]
+ lats = [g.GetY(i) for i in range(g.GetPointCount())]
+ x, y = m(lons, lats)
+ m.plot(x, y, 'k')
+# draw colorbar.
+m.colorbar(im)
+plt.title(gd.GetDescription() + ' with state boundaries from ' + g.GetName(), y=1.05)
+plt.show()
diff --git a/Downloads/basemap-develop/examples/testwmsimage.py b/Downloads/basemap-develop/examples/testwmsimage.py
new file mode 100644
index 000000000..a6029ca4d
--- /dev/null
+++ b/Downloads/basemap-develop/examples/testwmsimage.py
@@ -0,0 +1,74 @@
+from __future__ import (absolute_import, division, print_function)
+
+"""
+example showing how to use OWSlib to retrieve an image
+from a WMS server and display it on a map (using the
+wmsimage convenience method)
+"""
+from mpl_toolkits.basemap import Basemap
+import pyproj
+from datetime import datetime
+import numpy as np
+import matplotlib.pyplot as plt
+
+
+serverurl = 'http://motherlode.ucar.edu:8080/thredds/wms/fmrc/NCEP/NAM/CONUS_12km/NCEP-NAM-CONUS_12km-noaaport_best.ncd?'
+
+lon_min = -118.8
+lon_max = -108.6
+lat_min = 22.15
+lat_max = 32.34
+m = Basemap(llcrnrlon=lon_min, urcrnrlat=lat_max,
+ urcrnrlon=lon_max, llcrnrlat=lat_min, resolution='i', epsg=4326)
+plt.figure()
+m.wmsimage(serverurl, xpixels=500, verbose=True,
+ layers=['Temperature_height_above_ground'],
+ styles=['boxfill/rainbow'],
+ time=datetime.utcnow().strftime('%Y-%m-%dT00:00:00.000Z'),
+ elevation='2',
+ colorscalerange='271.2,308', numcolorbands='20', logscale=False)
+m.drawcoastlines(linewidth=0.25)
+parallels = np.arange(20, 36, 2.)
+a = m.drawparallels(parallels, labels=[1, 0, 0, 0], fontsize=10)
+meridians = np.arange(-120, -100, 2.)
+b = m.drawmeridians(meridians, labels=[0, 0, 0, 1], fontsize=10)
+
+epsg = 32661
+m = Basemap(epsg=epsg, resolution='l', width=20000.e3, height=20000.e3)
+plt.figure()
+m.wmsimage(serverurl, xpixels=500,
+ layers=['Temperature_height_above_ground'],
+ styles=['boxfill/rainbow'],
+ time=datetime.utcnow().strftime('%Y-%m-%dT00:00:00.000Z'),
+ elevation='2',
+ colorscalerange='271.2,308', numcolorbands='20', logscale=False)
+m.drawcoastlines(linewidth=0.5)
+
+# try another server that only supports jpeg.
+plt.figure()
+lon_min = -118.8
+lon_max = -108.6
+lat_min = 22.15
+lat_max = 32.34
+m = Basemap(llcrnrlon=lon_min, urcrnrlat=lat_max,
+ urcrnrlon=lon_max, llcrnrlat=lat_min, resolution='i', epsg=4326)
+serverurl = 'http://osm.woc.noaa.gov/mapcache?'
+m.wmsimage(serverurl, xpixels=500, verbose=True,
+ layers=['osm'], format='jpeg')
+m.drawcoastlines(linewidth=0.25)
+a = m.drawparallels(parallels, labels=[1, 0, 0, 0], fontsize=10)
+b = m.drawmeridians(meridians, labels=[0, 0, 0, 1], fontsize=10)
+
+serverurl = 'http://nowcoast.noaa.gov/wms/com.esri.wms.Esrimap/obs?'
+
+lon_min = -95
+lon_max = -60
+lat_min = 5
+lat_max = 40.
+m = Basemap(llcrnrlon=lon_min, urcrnrlat=lat_max,
+ urcrnrlon=lon_max, llcrnrlat=lat_min, resolution='l', epsg=4326)
+plt.figure()
+m.wmsimage(serverurl, layers=['RAS_GOES_I4'], xpixels=800, verbose=True)
+m.drawcoastlines(color='k', linewidth=1)
+plt.title('GOES IR Image')
+plt.show()
diff --git a/Downloads/basemap-develop/examples/us_25m.dem b/Downloads/basemap-develop/examples/us_25m.dem
new file mode 100644
index 000000000..1c00d6add
--- /dev/null
+++ b/Downloads/basemap-develop/examples/us_25m.dem
@@ -0,0 +1,627 @@
+ncols 1405
+nrows 621
+xllcorner -125.020833333337
+yllcorner 24.062499999999676
+cellsize 0.04166667
+NODATA_value -9999
+0 0 0 0 0 0 0 0 3 35 153 114 174 496 309 627 251 218 453 858 1165 1025 352 108 590 35 75 251 668 919 1421 1302 1204 1553 1459 1368 1761 1709 1229 1425 425 241 960 616 433 1162 1429 1715 1624 1949 1925 1668 1656 1712 1771 1304 1289 1340 1626 1659 1424 1051 505 754 282 1085 2019 1877 1656 1792 1335 913 917 1050 903 1332 1211 1716 1673 1187 1701 1638 1667 1501 1164 278 822 1170 1618 1569 1325 1543 1255 1108 1233 993 1338 1227 898 1024 1032 1038 1054 1235 1316 1075 1110 1244 1189 1288 1389 1556 1628 1528 1567 1579 1601 1659 1620 1695 1583 1497 1460 1177 1343 1322 1357 1172 1453 1156 982 482 382 484 446 449 779 1210 1336 1452 1275 1108 1287 1192 1389 1645 1818 1805 1895 1810 1610 1210 1288 1622 1689 1707 1765 1875 2053 2043 1685 1689 1262 638 833 668 661 627 1229 1999 1441 944 1599 1615 1761 2164 2075 2309 2072 1903 1783 1296 601 829 1248 1509 1502 1803 2054 2094 1423 1263 1105 907 632 685 1486 1619 1866 1967 2078 2276 1946 1932 1715 1769 2376 2419 2073 2342 1830 2057 2232 2163 1716 2232 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diff --git a/Downloads/basemap-develop/examples/utmtest.py b/Downloads/basemap-develop/examples/utmtest.py
new file mode 100644
index 000000000..47bce1f30
--- /dev/null
+++ b/Downloads/basemap-develop/examples/utmtest.py
@@ -0,0 +1,47 @@
+from __future__ import (absolute_import, division, print_function)
+
+import pyproj
+from mpl_toolkits.basemap import Basemap
+import matplotlib.pyplot as plt
+# proj4 definition of UTM zone 17.
+# coordinates agree to the 3rd decimal place (less than 1mm)
+# when compared to result from
+# http://home.hiwaay.net/~taylorc/toolbox/geography/geoutm.html
+p1 = pyproj.Proj(proj='utm', zone='17')
+miamilon = -80.28
+miamilat = 25.92
+x, y = p1(miamilon, miamilat)
+print('utm coordinates from pyproj: ', x, y)
+lon_0 = -81
+lat_0 = 0.
+# mimic this with Basemap (WGS84 ellipsoid, with scaling factor of 0.9996 at
+# central meridian). latitude bounds are given for the MGRS band N, which
+# covers Florida.
+m = Basemap(
+ projection='tmerc',
+ lon_0=lon_0,
+ lat_0=lat_0,
+ k_0=0.9996,
+ rsphere=(
+ 6378137.00,
+ 6356752.314245179),
+ llcrnrlon=lon_0 - 3,
+ llcrnrlat=24,
+ urcrnrlon=lon_0 + 3.,
+ urcrnrlat=32,
+ resolution='i')
+x0, y0 = m(lon_0, lat_0)
+x1, y1 = m(miamilon, miamilat)
+# add coordinate offsets (Basemap coordinate system has x=0,y=0 at lower
+# left corner of domain)
+x = x1 - x0 + 5.e5
+y = y1 - y0
+print('utm coordinates from Basemap:', x, y)
+m.drawcoastlines()
+m.drawstates()
+m.fillcontinents(color='coral', lake_color='aqua')
+m.drawmapboundary(fill_color='aqua')
+m.drawparallels(range(24, 33), labels=[1, 0, 0, 0])
+m.drawmeridians(range(-84, -77), labels=[0, 0, 0, 1])
+plt.title('UTM zone 17N')
+plt.show()
diff --git a/Downloads/basemap-develop/examples/warpimage.py b/Downloads/basemap-develop/examples/warpimage.py
new file mode 100644
index 000000000..d818dc10d
--- /dev/null
+++ b/Downloads/basemap-develop/examples/warpimage.py
@@ -0,0 +1,129 @@
+from __future__ import (absolute_import, division, print_function)
+
+from mpl_toolkits.basemap import Basemap
+import numpy as np
+import matplotlib.pyplot as plt
+
+# illustrate use of warpimage method to display an image background
+# on the map projection region. Default background is the 'blue
+# marble' image from NASA (http://visibleearth.nasa.gov).
+
+# create new figure
+fig = plt.figure()
+# define orthographic projection centered on North America.
+m = Basemap(projection='ortho', lat_0=40, lon_0=-100, resolution='l')
+# display a non-default image.
+m.warpimage(image='earth_lights_lrg.jpg')
+# draw coastlines.
+m.drawcoastlines(linewidth=0.5, color='0.5')
+# draw lat/lon grid lines every 30 degrees.
+m.drawmeridians(np.arange(0, 360, 30), color='0.5')
+m.drawparallels(np.arange(-90, 90, 30), color='0.5')
+plt.title(
+ "Lights at Night image warped from 'cyl' to 'ortho' projection", fontsize=12)
+print('warp to orthographic map ...')
+
+# create new figure
+fig = plt.figure()
+# define projection centered on North America.
+m = Basemap(projection='mbtfpq', lon_0=-100, resolution='l')
+m.bluemarble(scale=0.5)
+# draw coastlines.
+m.drawcoastlines(linewidth=0.5, color='0.5')
+# draw lat/lon grid lines every 30 degrees.
+m.drawmeridians(np.arange(0, 360, 60), color='0.5')
+m.drawparallels(np.arange(-90, 90, 30), color='0.5')
+plt.title("Blue Marble image warped from 'cyl' to 'mbtfpq' projection", fontsize=12)
+print('warp to McBryde-Thomas Flat-Polar Quartic map ...')
+
+# create new figure
+fig = plt.figure()
+# define projection centered on North America.
+m = Basemap(projection='hammer', lon_0=-100, resolution='l')
+m.bluemarble(scale=0.5)
+# draw coastlines.
+m.drawcoastlines(linewidth=0.5, color='0.5')
+# draw lat/lon grid lines every 30 degrees.
+m.drawmeridians(np.arange(0, 360, 60), color='0.5')
+m.drawparallels(np.arange(-90, 90, 30), color='0.5')
+plt.title("Blue Marble image warped from 'cyl' to 'hammer' projection", fontsize=12)
+print('warp to Hammer map ...')
+
+# create new figure
+fig = plt.figure()
+# define cylindrical equidistant projection.
+m = Basemap(projection='cyl', llcrnrlon=-180, llcrnrlat=-
+ 90, urcrnrlon=180, urcrnrlat=90, resolution='l')
+# plot (unwarped) rgba image.
+im = m.bluemarble(scale=0.5)
+# draw coastlines.
+m.drawcoastlines(linewidth=0.5, color='0.5')
+# draw lat/lon grid lines.
+m.drawmeridians(np.arange(-180, 180, 60), labels=[0, 0, 0, 1], color='0.5')
+m.drawparallels(np.arange(-90, 90, 30), labels=[1, 0, 0, 0], color='0.5')
+plt.title("Blue Marble image - native 'cyl' projection", fontsize=12)
+print('plot native cylindrical map (no warping needed) ...')
+
+# create new figure
+fig = plt.figure()
+# define cylindrical equidistant projection.
+m = Basemap(projection='cyl', llcrnrlon=0, llcrnrlat=-60,
+ urcrnrlon=360, urcrnrlat=60, resolution='l')
+# plot (unwarped) rgba image.
+im = m.bluemarble(scale=0.5)
+# draw coastlines.
+m.drawcoastlines(linewidth=0.5, color='0.5')
+# draw lat/lon grid lines.
+m.drawmeridians(np.arange(0, 360, 60), labels=[0, 0, 0, 1], color='0.5')
+m.drawparallels(np.arange(-90, 90, 30), labels=[1, 0, 0, 0], color='0.5')
+plt.title("Blue Marble image - non-native 'cyl' projection", fontsize=12)
+print('plot non-native cylindrical map (warping needed) ...')
+
+# create new figure
+fig = plt.figure()
+# define orthographic projection centered on Europe.
+m = Basemap(projection='ortho', lat_0=40, lon_0=40, resolution='l')
+# plot a gray-scale image specified from a URL.
+im = m.warpimage(
+ "https://eoimages.gsfc.nasa.gov/images/imagerecords/73000/73963/gebco_08_rev_bath_3600x1800_color.jpg")
+# draw coastlines.
+m.drawcoastlines(linewidth=0.5, color='0.5')
+# draw lat/lon grid lines every 30 degrees.
+m.drawmeridians(np.arange(0, 360, 30), color='0.5')
+m.drawparallels(np.arange(-90, 90, 30), color='0.5')
+plt.title("Blue Marble image warped from 'cyl' to 'ortho' projection", fontsize=12)
+print('warp to orthographic map ...')
+
+# create new figure
+fig = plt.figure()
+# define Lambert Conformal basemap for North America.
+m = Basemap(llcrnrlon=-145.5, llcrnrlat=1., urcrnrlon=-2.566, urcrnrlat=46.352,
+ rsphere=(6378137.00, 6356752.3142), lat_1=50., lon_0=-107.,
+ resolution='i', area_thresh=1000., projection='lcc')
+im = m.bluemarble(scale=0.5)
+# draw coastlines.
+m.drawcoastlines(linewidth=0.5, color='0.5')
+# draw parallels and meridians.
+# label on left, right and bottom of map.
+parallels = np.arange(0., 80, 20.)
+m.drawparallels(parallels, labels=[1, 1, 0, 1], color='0.5')
+meridians = np.arange(10., 360., 30.)
+m.drawmeridians(meridians, labels=[1, 1, 0, 1], color='0.5')
+plt.title("Blue Marble image warped from 'cyl' to 'lcc' projection", fontsize=12)
+print('warp to lambert conformal map ...')
+
+# create new figure
+fig = plt.figure()
+# define oblique mercator map.
+m = Basemap(height=24000000, width=12000000,
+ resolution=None, projection='omerc',
+ lon_0=-100, lat_0=15, lon_2=-120, lat_2=65, lon_1=-50, lat_1=-55)
+# plot warped rgba image.
+im = m.bluemarble(scale=0.5)
+# draw lat/lon grid lines every 20 degrees.
+m.drawmeridians(np.arange(0, 360, 20), color='0.5')
+m.drawparallels(np.arange(-80, 81, 20), color='0.5')
+plt.title("Blue Marble image warped from 'cyl' to 'omerc' projection", fontsize=12)
+print('warp to oblique mercator map ...')
+
+plt.show()
diff --git a/Downloads/basemap-develop/examples/wiki_example.py b/Downloads/basemap-develop/examples/wiki_example.py
new file mode 100644
index 000000000..b4cd0dc44
--- /dev/null
+++ b/Downloads/basemap-develop/examples/wiki_example.py
@@ -0,0 +1,123 @@
+from __future__ import (absolute_import, division, print_function)
+
+from mpl_toolkits.basemap import Basemap
+import matplotlib.pyplot as plt
+import numpy as np
+# set up orthographic map projection with
+# perspective of satellite looking down at 50N, 100W.
+# use low resolution coastlines.
+bmap = Basemap(projection='ortho', lat_0=45, lon_0=-100, resolution='l')
+# draw coastlines, country boundaries, fill continents.
+bmap.drawcoastlines(linewidth=0.25)
+bmap.drawcountries(linewidth=0.25)
+bmap.fillcontinents(color='coral', lake_color='aqua')
+# draw the edge of the map projection region (the projection limb)
+bmap.drawmapboundary(fill_color='aqua')
+# draw lat/lon grid lines every 30 degrees.
+bmap.drawmeridians(np.arange(0, 360, 30))
+bmap.drawparallels(np.arange(-90, 90, 30))
+# lat/lon coordinates of five cities.
+lats = [40.02, 32.73, 38.55, 48.25, 17.29]
+lons = [-105.16, -117.16, -77.00, -114.21, -88.10]
+cities = ['Boulder, CO', 'San Diego, CA',
+ 'Washington, DC', 'Whitefish, MT', 'Belize City, Belize']
+# compute the native map projection coordinates for cities.
+xc, yc = bmap(lons, lats)
+# plot filled circles at the locations of the cities.
+bmap.plot(xc, yc, 'bo')
+# plot the names of those five cities.
+for name, xpt, ypt in zip(cities, xc, yc):
+ plt.text(xpt + 50000, ypt + 50000, name, fontsize=9)
+# make up some data on a regular lat/lon grid.
+nlats = 73
+nlons = 145
+delta = 2. * np.pi / (nlons - 1)
+lats = (0.5 * np.pi - delta * np.indices((nlats, nlons))[0, :, :])
+lons = (delta * np.indices((nlats, nlons))[1, :, :])
+wave = 0.75 * (np.sin(2. * lats)**8 * np.cos(4. * lons))
+mean = 0.5 * np.cos(2. * lats) * ((np.sin(2. * lats))**2 + 2.)
+# compute native map projection coordinates of lat/lon grid.
+x, y = bmap(lons * 180. / np.pi, lats * 180. / np.pi)
+# contour data over the map.
+cs = bmap.contour(x, y, wave + mean, 15, linewidths=1.5)
+plt.title('filled continent background')
+
+# as above, but use land-sea mask image as map background.
+fig = plt.figure()
+bmap.drawmapboundary()
+bmap.drawmeridians(np.arange(0, 360, 30))
+bmap.drawparallels(np.arange(-90, 90, 30))
+# plot filled circles at the locations of the cities.
+bmap.plot(xc, yc, 'wo')
+# plot the names of five cities.
+for name, xpt, ypt in zip(cities, xc, yc):
+ plt.text(xpt + 50000, ypt + 50000, name, fontsize=9, color='w')
+# contour data over the map.
+cs = bmap.contour(x, y, wave + mean, 15, linewidths=1.5)
+plt.title('land-sea mask background')
+bmap.drawlsmask(ocean_color='aqua', land_color='coral')
+
+# as above, but use blue marble image as map background.
+fig = plt.figure()
+bmap.drawmapboundary()
+bmap.drawmeridians(np.arange(0, 360, 30))
+bmap.drawparallels(np.arange(-90, 90, 30))
+# plot filled circles at the locations of the cities.
+bmap.plot(xc, yc, 'wo')
+# plot the names of five cities.
+for name, xpt, ypt in zip(cities, xc, yc):
+ plt.text(xpt + 50000, ypt + 50000, name, fontsize=9, color='w')
+# contour data over the map.
+cs = bmap.contour(x, y, wave + mean, 15, linewidths=1.5)
+plt.title('blue marble background')
+bmap.bluemarble()
+
+# as above, but use shaded relief image as map background.
+fig = plt.figure()
+bmap.drawmapboundary()
+bmap.drawmeridians(np.arange(0, 360, 30))
+bmap.drawparallels(np.arange(-90, 90, 30))
+# plot filled circles at the locations of the cities.
+bmap.plot(xc, yc, 'wo')
+# plot the names of five cities.
+for name, xpt, ypt in zip(cities, xc, yc):
+ plt.text(xpt + 50000, ypt + 50000, name, fontsize=9, color='w')
+# contour data over the map.
+cs = bmap.contour(x, y, wave + mean, 15, linewidths=1.5)
+plt.title('shaded relief background')
+bmap.shadedrelief()
+
+# as above, but use etopo image as map background.
+fig = plt.figure()
+bmap.drawmapboundary()
+bmap.drawmeridians(np.arange(0, 360, 30))
+bmap.drawparallels(np.arange(-90, 90, 30))
+# plot filled circles at the locations of the cities.
+bmap.plot(xc, yc, 'wo')
+# plot the names of five cities.
+for name, xpt, ypt in zip(cities, xc, yc):
+ plt.text(xpt + 50000, ypt + 50000, name, fontsize=9, color='w')
+# contour data over the map.
+cs = bmap.contour(x, y, wave + mean, 15, linewidths=1.5)
+plt.title('etopo background')
+bmap.etopo()
+
+# as above, but use etopo image as map background overlaid with
+# land-sea mask image where land areas are transparent (so etopo
+# image shows through over land).
+fig = plt.figure()
+bmap.drawmapboundary()
+bmap.drawmeridians(np.arange(0, 360, 30))
+bmap.drawparallels(np.arange(-90, 90, 30))
+# plot filled circles at the locations of the cities.
+bmap.plot(xc, yc, 'wo')
+# plot the names of five cities.
+for name, xpt, ypt in zip(cities, xc, yc):
+ plt.text(xpt + 50000, ypt + 50000, name, fontsize=9, color='w')
+# contour data over the map.
+cs = bmap.contour(x, y, wave + mean, 15, linewidths=1.5)
+plt.title('etopo background with oceans masked')
+bmap.etopo()
+bmap.drawlsmask(ocean_color='DarkBlue', land_color=(255, 255, 255, 1))
+
+plt.show()
diff --git a/Downloads/basemap-develop/examples/wm201_Arctic_JJA_1990-2008_moyenneDesMoyennes.nc b/Downloads/basemap-develop/examples/wm201_Arctic_JJA_1990-2008_moyenneDesMoyennes.nc
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diff --git a/Downloads/basemap-develop/fix_493_comparison.png b/Downloads/basemap-develop/fix_493_comparison.png
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diff --git a/Downloads/basemap-develop/flake8_report.txt b/Downloads/basemap-develop/flake8_report.txt
new file mode 100644
index 000000000..ecb888cc4
--- /dev/null
+++ b/Downloads/basemap-develop/flake8_report.txt
@@ -0,0 +1,7613 @@
+./compare_dash_fix.py:21:5: E741 ambiguous variable name 'l'
+./compare_dash_fix.py:22:33: E261 at least two spaces before inline comment
+./compare_dash_fix.py:22:34: E262 inline comment should start with '# '
+./compare_dash_fix.py:34:5: E741 ambiguous variable name 'l'
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+./examples/allskymap.py:27:1: F403 'from matplotlib.pyplot import *' used; unable to detect undefined names
+./examples/allskymap.py:30:1: F401 'pyproj.Geod' imported but unused
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+./examples/allskymap_cr_example.py:17:1: E722 do not use bare 'except'
+./examples/allskymap_cr_example.py:21:11: E401 multiple imports on one line
+./examples/allskymap_cr_example.py:27:1: F401 'matplotlib.ticker' imported but unused
+./examples/allskymap_cr_example.py:34:1: W293 blank line contains whitespace
+./examples/allskymap_cr_example.py:38:39: E741 ambiguous variable name 'l'
+./examples/allskymap_cr_example.py:42:14: E741 ambiguous variable name 'l'
+./examples/allskymap_cr_example.py:70:80: E501 line too long (80 > 79 characters)
+./examples/allskymap_cr_example.py:84:1: E122 continuation line missing indentation or outdented
+./examples/allskymap_cr_example.py:118:51: E228 missing whitespace around modulo operator
+./examples/allskymap_cr_example.py:124:1: E122 continuation line missing indentation or outdented
+./examples/allskymap_cr_example.py:167:29: E231 missing whitespace after ','
+./examples/allskymap_cr_example.py:173:30: E231 missing whitespace after ','
+./examples/allskymap_cr_example.py:173:33: E231 missing whitespace after ','
+./examples/allskymap_cr_example.py:173:63: E231 missing whitespace after ','
+./examples/allskymap_cr_example.py:174:5: E128 continuation line under-indented for visual indent
+./examples/allskymap_cr_example.py:174:14: E231 missing whitespace after ','
+./examples/allskymap_cr_example.py:174:16: E231 missing whitespace after ','
+./examples/allskymap_cr_example.py:174:18: E231 missing whitespace after ','
+./examples/allskymap_cr_example.py:175:31: E231 missing whitespace after ','
+./examples/allskymap_cr_example.py:175:35: E231 missing whitespace after ','
+./examples/allskymap_cr_example.py:175:65: E231 missing whitespace after ','
+./examples/allskymap_cr_example.py:178:22: E231 missing whitespace after ','
+./examples/allskymap_cr_example.py:178:26: E231 missing whitespace after ','
+./examples/allskymap_cr_example.py:180:17: E128 continuation line under-indented for visual indent
+./examples/allskymap_cr_example.py:189:5: E128 continuation line under-indented for visual indent
+./examples/allskymap_cr_example.py:206:54: W291 trailing whitespace
+./examples/allskymap_cr_example.py:207:5: E128 continuation line under-indented for visual indent
+./examples/allskymap_cr_example.py:210:5: E741 ambiguous variable name 'l'
+./examples/allskymap_cr_example.py:220:5: E128 continuation line under-indented for visual indent
+./examples/allskymap_cr_example.py:224:1: E265 block comment should start with '# '
+./examples/allskymap_cr_example.py:224:80: E501 line too long (80 > 79 characters)
+./examples/allskymap_cr_example.py:226:63: W291 trailing whitespace
+./examples/allskymap_cr_example.py:227:5: E128 continuation line under-indented for visual indent
+./examples/animate.py:8:1: F401 'numpy.ma' imported but unused
+./examples/animate.py:9:1: F401 'time' imported but unused
+./examples/animate.py:9:16: E401 multiple imports on one line
+./examples/animate.py:15:31: E231 missing whitespace after ','
+./examples/animate.py:15:33: E231 missing whitespace after ','
+./examples/animate.py:15:36: E231 missing whitespace after ','
+./examples/animate.py:16:31: E231 missing whitespace after ','
+./examples/animate.py:16:33: E231 missing whitespace after ','
+./examples/animate.py:16:36: E231 missing whitespace after ','
+./examples/animate.py:19:4: E225 missing whitespace around operator
+./examples/animate.py:22:1: E722 do not use bare 'except'
+./examples/animate.py:29:26: E231 missing whitespace after ','
+./examples/animate.py:29:32: E231 missing whitespace after ','
+./examples/animate.py:30:26: E231 missing whitespace after ','
+./examples/animate.py:30:32: E231 missing whitespace after ','
+./examples/animate.py:36:37: E231 missing whitespace after ','
+./examples/animate.py:36:39: E231 missing whitespace after ','
+./examples/animate.py:37:28: E231 missing whitespace after ','
+./examples/animate.py:37:30: E231 missing whitespace after ','
+./examples/animate.py:37:32: E231 missing whitespace after ','
+./examples/animate.py:37:35: W291 trailing whitespace
+./examples/animate.py:38:28: E231 missing whitespace after ','
+./examples/animate.py:38:30: E231 missing whitespace after ','
+./examples/animate.py:38:32: E231 missing whitespace after ','
+./examples/animate.py:38:35: W291 trailing whitespace
+./examples/animate.py:41:31: E231 missing whitespace after ','
+./examples/animate.py:41:46: E231 missing whitespace after ','
+./examples/animate.py:41:64: E231 missing whitespace after ','
+./examples/animate.py:42:6: E231 missing whitespace after ','
+./examples/animate.py:42:8: E231 missing whitespace after ','
+./examples/animate.py:42:22: E702 multiple statements on one line (semicolon)
+./examples/animate.py:42:29: E231 missing whitespace after ','
+./examples/animate.py:42:31: E231 missing whitespace after ','
+./examples/animate.py:42:45: E231 missing whitespace after ','
+./examples/animate.py:42:47: E231 missing whitespace after ','
+./examples/animate.py:43:27: E231 missing whitespace after ','
+./examples/animate.py:43:40: E231 missing whitespace after ','
+./examples/animate.py:43:56: E231 missing whitespace after ','
+./examples/animate.py:44:4: E231 missing whitespace after ','
+./examples/animate.py:44:6: E231 missing whitespace after ','
+./examples/animate.py:44:18: E702 multiple statements on one line (semicolon)
+./examples/animate.py:44:23: E231 missing whitespace after ','
+./examples/animate.py:44:25: E231 missing whitespace after ','
+./examples/animate.py:44:37: E231 missing whitespace after ','
+./examples/animate.py:44:39: E231 missing whitespace after ','
+./examples/animate.py:45:27: E231 missing whitespace after ','
+./examples/animate.py:45:40: E231 missing whitespace after ','
+./examples/animate.py:45:56: E231 missing whitespace after ','
+./examples/animate.py:46:4: E231 missing whitespace after ','
+./examples/animate.py:46:6: E231 missing whitespace after ','
+./examples/animate.py:46:18: E702 multiple statements on one line (semicolon)
+./examples/animate.py:46:23: E231 missing whitespace after ','
+./examples/animate.py:46:25: E231 missing whitespace after ','
+./examples/animate.py:46:37: E231 missing whitespace after ','
+./examples/animate.py:46:39: E231 missing whitespace after ','
+./examples/animate.py:47:24: E702 multiple statements on one line (semicolon)
+./examples/animate.py:49:36: E231 missing whitespace after ','
+./examples/animate.py:51:27: E231 missing whitespace after ','
+./examples/animate.py:51:46: E231 missing whitespace after ','
+./examples/animate.py:51:56: E231 missing whitespace after ','
+./examples/animate.py:52:28: E231 missing whitespace after ','
+./examples/animate.py:52:30: E231 missing whitespace after ','
+./examples/animate.py:52:32: E231 missing whitespace after ','
+./examples/animate.py:52:35: W291 trailing whitespace
+./examples/animate.py:53:28: E231 missing whitespace after ','
+./examples/animate.py:53:30: E231 missing whitespace after ','
+./examples/animate.py:53:32: E231 missing whitespace after ','
+./examples/animate.py:53:35: W291 trailing whitespace
+./examples/animate.py:56:23: E231 missing whitespace after ','
+./examples/animate.py:56:27: E231 missing whitespace after ','
+./examples/animate.py:56:31: E231 missing whitespace after ','
+./examples/animate.py:58:22: E231 missing whitespace after ','
+./examples/animate.py:58:27: E231 missing whitespace after ','
+./examples/animate.py:62:27: E231 missing whitespace after ','
+./examples/animate.py:62:30: E231 missing whitespace after ','
+./examples/animate.py:63:25: E231 missing whitespace after ','
+./examples/animate.py:63:30: E231 missing whitespace after ','
+./examples/animate.py:65:11: E702 multiple statements on one line (semicolon)
+./examples/animate.py:68:56: W291 trailing whitespace
+./examples/animate.py:70:7: E702 multiple statements on one line (semicolon)
+./examples/animate.py:71:18: E231 missing whitespace after ','
+./examples/animate.py:71:20: E231 missing whitespace after ','
+./examples/animate.py:71:27: E231 missing whitespace after ','
+./examples/animate.py:71:29: E231 missing whitespace after ','
+./examples/animate.py:71:32: E231 missing whitespace after ','
+./examples/animate.py:71:38: E231 missing whitespace after ','
+./examples/animate.py:71:53: E231 missing whitespace after ','
+./examples/animate.py:72:19: E231 missing whitespace after ','
+./examples/animate.py:72:21: E231 missing whitespace after ','
+./examples/animate.py:72:28: E231 missing whitespace after ','
+./examples/animate.py:72:30: E231 missing whitespace after ','
+./examples/animate.py:72:33: E231 missing whitespace after ','
+./examples/animate.py:72:39: E231 missing whitespace after ','
+./examples/animate.py:75:1: E265 block comment should start with '# '
+./examples/animate.py:77:1: E265 block comment should start with '# '
+./examples/animate.py:77:39: W291 trailing whitespace
+./examples/animate.py:81:6: E231 missing whitespace after ','
+./examples/animate.py:81:31: E231 missing whitespace after ','
+./examples/animate.py:81:36: E231 missing whitespace after ','
+./examples/animate.py:81:38: E231 missing whitespace after ','
+./examples/animate.py:81:41: E231 missing whitespace after ','
+./examples/animate.py:81:52: E231 missing whitespace after ','
+./examples/animate.py:82:6: E231 missing whitespace after ','
+./examples/animate.py:82:31: E231 missing whitespace after ','
+./examples/animate.py:82:36: E231 missing whitespace after ','
+./examples/animate.py:82:38: E231 missing whitespace after ','
+./examples/animate.py:82:41: E231 missing whitespace after ','
+./examples/animate.py:82:52: E231 missing whitespace after ','
+./examples/animate.py:84:5: E231 missing whitespace after ','
+./examples/animate.py:84:10: E231 missing whitespace after ','
+./examples/animate.py:84:13: E231 missing whitespace after ','
+./examples/animate.py:84:43: E231 missing whitespace after ','
+./examples/animate.py:84:49: E231 missing whitespace after ','
+./examples/animate.py:84:57: E231 missing whitespace after ','
+./examples/animate.py:84:67: E231 missing whitespace after ','
+./examples/animate.py:84:70: E231 missing whitespace after ','
+./examples/animate.py:84:73: E231 missing whitespace after ','
+./examples/animate.py:84:80: E501 line too long (99 > 79 characters)
+./examples/animate.py:84:87: E231 missing whitespace after ','
+./examples/animate.py:86:16: E231 missing whitespace after ','
+./examples/animate.py:86:19: E231 missing whitespace after ','
+./examples/animate.py:86:24: E231 missing whitespace after ','
+./examples/animate.py:86:29: E231 missing whitespace after ','
+./examples/animate.py:86:39: E231 missing whitespace after ','
+./examples/animate.py:95:39: E261 at least two spaces before inline comment
+./examples/animate.py:96:17: E231 missing whitespace after ','
+./examples/animate.py:96:42: E261 at least two spaces before inline comment
+./examples/animate.py:97:13: E231 missing whitespace after ','
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+./examples/animate.py:98:13: E261 at least two spaces before inline comment
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+./examples/animate.py:101:15: E231 missing whitespace after ','
+./examples/animate.py:101:19: E231 missing whitespace after ','
+./examples/animate.py:103:29: E701 multiple statements on one line (colon)
+./examples/animate.py:104:22: E231 missing whitespace after ','
+./examples/animate.py:104:24: E231 missing whitespace after ','
+./examples/animate.py:104:31: E231 missing whitespace after ','
+./examples/animate.py:104:33: E231 missing whitespace after ','
+./examples/animate.py:104:36: E231 missing whitespace after ','
+./examples/animate.py:104:42: E231 missing whitespace after ','
+./examples/animate.py:104:57: E231 missing whitespace after ','
+./examples/animate.py:105:29: E701 multiple statements on one line (colon)
+./examples/animate.py:106:23: E231 missing whitespace after ','
+./examples/animate.py:106:25: E231 missing whitespace after ','
+./examples/animate.py:106:32: E231 missing whitespace after ','
+./examples/animate.py:106:34: E231 missing whitespace after ','
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+./examples/animate.py:107:45: E231 missing whitespace after ','
+./examples/animate.py:107:56: E231 missing whitespace after ','
+./examples/animate.py:108:10: E231 missing whitespace after ','
+./examples/animate.py:108:35: E231 missing whitespace after ','
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+./examples/animate.py:108:45: E231 missing whitespace after ','
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+./examples/animate.py:109:47: E231 missing whitespace after ','
+./examples/animate.py:109:53: E231 missing whitespace after ','
+./examples/animate.py:109:61: E231 missing whitespace after ','
+./examples/animate.py:109:71: E231 missing whitespace after ','
+./examples/animate.py:109:74: E231 missing whitespace after ','
+./examples/animate.py:109:77: E231 missing whitespace after ','
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+./examples/animate.py:109:91: E231 missing whitespace after ','
+./examples/animate.py:111:19: E231 missing whitespace after ','
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+./examples/barb_demo.py:9:3: E225 missing whitespace around operator
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+./examples/barb_demo.py:9:9: E225 missing whitespace around operator
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+./examples/barb_demo.py:9:12: E231 missing whitespace after ';'
+./examples/barb_demo.py:9:15: E225 missing whitespace around operator
+./examples/barb_demo.py:10:6: E225 missing whitespace around operator
+./examples/barb_demo.py:10:9: E702 multiple statements on one line (semicolon)
+./examples/barb_demo.py:10:16: E225 missing whitespace around operator
+./examples/barb_demo.py:11:13: E702 multiple statements on one line (semicolon)
+./examples/barb_demo.py:13:4: E741 ambiguous variable name 'l'
+./examples/barb_demo.py:13:4: E111 indentation is not a multiple of 4
+./examples/barb_demo.py:13:25: E231 missing whitespace after ','
+./examples/barb_demo.py:14:4: E111 indentation is not a multiple of 4
+./examples/barb_demo.py:15:4: E111 indentation is not a multiple of 4
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+./examples/barb_demo.py:17:27: E231 missing whitespace after ','
+./examples/barb_demo.py:17:39: E231 missing whitespace after ','
+./examples/barb_demo.py:17:46: E231 missing whitespace after ','
+./examples/barb_demo.py:18:27: E231 missing whitespace after ','
+./examples/barb_demo.py:18:39: E231 missing whitespace after ','
+./examples/barb_demo.py:18:46: E231 missing whitespace after ','
+./examples/barb_demo.py:19:27: E231 missing whitespace after ','
+./examples/barb_demo.py:19:39: E231 missing whitespace after ','
+./examples/barb_demo.py:19:46: E231 missing whitespace after ','
+./examples/barb_demo.py:24:12: E702 multiple statements on one line (semicolon)
+./examples/barb_demo.py:29:27: E231 missing whitespace after ','
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+./examples/barb_demo.py:29:53: E231 missing whitespace after ','
+./examples/barb_demo.py:29:63: E231 missing whitespace after ','
+./examples/barb_demo.py:30:27: E231 missing whitespace after ','
+./examples/barb_demo.py:31:2: E231 missing whitespace after ','
+./examples/barb_demo.py:31:13: E231 missing whitespace after ','
+./examples/barb_demo.py:34:9: E702 multiple statements on one line (semicolon)
+./examples/barb_demo.py:35:42: E231 missing whitespace after ','
+./examples/barb_demo.py:35:44: E231 missing whitespace after ','
+./examples/barb_demo.py:35:50: E231 missing whitespace after ','
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+./examples/barb_demo.py:35:64: E231 missing whitespace after ','
+./examples/barb_demo.py:37:4: E225 missing whitespace around operator
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+./examples/barb_demo.py:38:31: E231 missing whitespace after ','
+./examples/barb_demo.py:40:21: E231 missing whitespace after ','
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+./examples/barb_demo.py:41:18: E231 missing whitespace after ','
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+./examples/barb_demo.py:41:27: E231 missing whitespace after ','
+./examples/barb_demo.py:41:38: E231 missing whitespace after ','
+./examples/barb_demo.py:42:19: E231 missing whitespace after ','
+./examples/barb_demo.py:42:21: E231 missing whitespace after ','
+./examples/barb_demo.py:42:23: E231 missing whitespace after ','
+./examples/barb_demo.py:44:11: E231 missing whitespace after ','
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+./examples/barb_demo.py:44:47: E231 missing whitespace after ','
+./examples/barb_demo.py:44:61: E231 missing whitespace after ','
+./examples/barb_demo.py:46:22: E261 at least two spaces before inline comment
+./examples/barb_demo.py:50:28: E231 missing whitespace after ','
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+./examples/barb_demo.py:63:9: E702 multiple statements on one line (semicolon)
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+./examples/barb_demo.py:64:64: E231 missing whitespace after ','
+./examples/barb_demo.py:66:4: E225 missing whitespace around operator
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+./examples/barb_demo.py:67:23: E231 missing whitespace after ','
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+./examples/barb_demo.py:73:61: E231 missing whitespace after ','
+./examples/barb_demo.py:75:22: E261 at least two spaces before inline comment
+./examples/barb_demo.py:79:30: E231 missing whitespace after ','
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+./examples/barb_demo.py:79:52: E231 missing whitespace after ','
+./examples/barb_demo.py:81:31: E231 missing whitespace after ','
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+./examples/barb_demo.py:81:37: E231 missing whitespace after ','
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+./examples/barb_demo.py:82:49: E231 missing whitespace after ','
+./examples/ccsm_popgrid.py:25:1: F401 'matplotlib.rcParams' imported but unused
+./examples/ccsm_popgrid.py:33:7: E221 multiple spaces before operator
+./examples/ccsm_popgrid.py:34:5: E221 multiple spaces before operator
+./examples/ccsm_popgrid.py:35:5: E221 multiple spaces before operator
+./examples/ccsm_popgrid.py:36:5: E221 multiple spaces before operator
+./examples/ccsm_popgrid.py:38:5: E221 multiple spaces before operator
+./examples/ccsm_popgrid.py:42:38: E231 missing whitespace after ','
+./examples/ccsm_popgrid.py:42:49: E231 missing whitespace after ','
+./examples/ccsm_popgrid.py:42:54: E231 missing whitespace after ','
+./examples/ccsm_popgrid.py:42:63: E231 missing whitespace after ','
+./examples/ccsm_popgrid.py:46:28: E231 missing whitespace after ','
+./examples/ccsm_popgrid.py:46:38: E231 missing whitespace after ','
+./examples/ccsm_popgrid.py:47:28: E231 missing whitespace after ','
+./examples/ccsm_popgrid.py:47:34: E231 missing whitespace after ','
+./examples/ccsm_popgrid.py:48:28: E231 missing whitespace after ','
+./examples/ccsm_popgrid.py:48:34: E231 missing whitespace after ','
+./examples/ccsm_popgrid.py:51:22: E231 missing whitespace after ','
+./examples/ccsm_popgrid.py:52:14: E231 missing whitespace after ','
+./examples/ccsm_popgrid.py:52:16: E231 missing whitespace after ','
+./examples/ccsm_popgrid.py:54:59: E502 the backslash is redundant between brackets
+./examples/ccsm_popgrid.py:55:7: E128 continuation line under-indented for visual indent
+./examples/ccsm_popgrid.py:60:14: E231 missing whitespace after ','
+./examples/ccsm_popgrid.py:61:20: E231 missing whitespace after ','
+./examples/ccsm_popgrid.py:61:22: E231 missing whitespace after ','
+./examples/ccsm_popgrid.py:61:58: E231 missing whitespace after ','
+./examples/ccsm_popgrid.py:62:17: E128 continuation line under-indented for visual indent
+./examples/ccsm_popgrid.py:63:17: E128 continuation line under-indented for visual indent
+./examples/ccsm_popgrid.py:70:14: E231 missing whitespace after ','
+./examples/ccsm_popgrid.py:70:16: E231 missing whitespace after ','
+./examples/ccsm_popgrid.py:74:19: E231 missing whitespace after ','
+./examples/ccsm_popgrid.py:74:21: E231 missing whitespace after ','
+./examples/ccsm_popgrid.py:74:26: E231 missing whitespace after ','
+./examples/ccsm_popgrid.py:75:18: E231 missing whitespace after ','
+./examples/ccsm_popgrid.py:75:20: E231 missing whitespace after ','
+./examples/ccsm_popgrid.py:75:25: E231 missing whitespace after ','
+./examples/ccsm_popgrid.py:75:28: E231 missing whitespace after ','
+./examples/ccsm_popgrid.py:75:43: E231 missing whitespace after ','
+./examples/ccsm_popgrid.py:79:1: E265 block comment should start with '# '
+./examples/ccsm_popgrid.py:80:1: W391 blank line at end of file
+./examples/contour_demo.py:17:4: E225 missing whitespace around operator
+./examples/contour_demo.py:19:27: E231 missing whitespace after ','
+./examples/contour_demo.py:19:45: E231 missing whitespace after ','
+./examples/contour_demo.py:22:21: E231 missing whitespace after ','
+./examples/contour_demo.py:22:26: E231 missing whitespace after ','
+./examples/contour_demo.py:22:30: E231 missing whitespace after ','
+./examples/contour_demo.py:22:33: E231 missing whitespace after ','
+./examples/contour_demo.py:22:48: E231 missing whitespace after ','
+./examples/contour_demo.py:22:59: E231 missing whitespace after ','
+./examples/contour_demo.py:25:1: E122 continuation line missing indentation or outdented
+./examples/contour_demo.py:25:16: E231 missing whitespace after ','
+./examples/contour_demo.py:25:21: E231 missing whitespace after ','
+./examples/contour_demo.py:25:25: E231 missing whitespace after ','
+./examples/contour_demo.py:25:36: E231 missing whitespace after ','
+./examples/contour_demo.py:25:52: E231 missing whitespace after ','
+./examples/contour_demo.py:25:66: E231 missing whitespace after ','
+./examples/contour_demo.py:26:16: E261 at least two spaces before inline comment
+./examples/contour_demo.py:32:27: E231 missing whitespace after ','
+./examples/contour_demo.py:32:30: E231 missing whitespace after ','
+./examples/contour_demo.py:33:26: E231 missing whitespace after ','
+./examples/contour_demo.py:33:36: E231 missing whitespace after ','
+./examples/contour_demo.py:33:38: E231 missing whitespace after ','
+./examples/contour_demo.py:33:40: E231 missing whitespace after ','
+./examples/contour_demo.py:34:28: E231 missing whitespace after ','
+./examples/contour_demo.py:34:33: E231 missing whitespace after ','
+./examples/contour_demo.py:40:4: E225 missing whitespace around operator
+./examples/contour_demo.py:42:27: E231 missing whitespace after ','
+./examples/contour_demo.py:42:45: E231 missing whitespace after ','
+./examples/contour_demo.py:44:21: E231 missing whitespace after ','
+./examples/contour_demo.py:44:26: E231 missing whitespace after ','
+./examples/contour_demo.py:44:30: E231 missing whitespace after ','
+./examples/contour_demo.py:44:33: E231 missing whitespace after ','
+./examples/contour_demo.py:44:48: E231 missing whitespace after ','
+./examples/contour_demo.py:44:59: E231 missing whitespace after ','
+./examples/contour_demo.py:46:1: E122 continuation line missing indentation or outdented
+./examples/contour_demo.py:46:16: E231 missing whitespace after ','
+./examples/contour_demo.py:46:21: E231 missing whitespace after ','
+./examples/contour_demo.py:46:25: E231 missing whitespace after ','
+./examples/contour_demo.py:46:36: E231 missing whitespace after ','
+./examples/contour_demo.py:46:52: E231 missing whitespace after ','
+./examples/contour_demo.py:46:66: E231 missing whitespace after ','
+./examples/contour_demo.py:47:16: E261 at least two spaces before inline comment
+./examples/contour_demo.py:53:27: E231 missing whitespace after ','
+./examples/contour_demo.py:53:30: E231 missing whitespace after ','
+./examples/contour_demo.py:54:26: E231 missing whitespace after ','
+./examples/contour_demo.py:54:36: E231 missing whitespace after ','
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+./examples/contour_demo.py:55:28: E231 missing whitespace after ','
+./examples/contour_demo.py:55:33: E231 missing whitespace after ','
+./examples/contour_demo.py:61:4: E225 missing whitespace around operator
+./examples/contour_demo.py:63:27: E231 missing whitespace after ','
+./examples/contour_demo.py:63:46: E231 missing whitespace after ','
+./examples/contour_demo.py:65:21: E231 missing whitespace after ','
+./examples/contour_demo.py:65:26: E231 missing whitespace after ','
+./examples/contour_demo.py:65:30: E231 missing whitespace after ','
+./examples/contour_demo.py:65:33: E231 missing whitespace after ','
+./examples/contour_demo.py:65:48: E231 missing whitespace after ','
+./examples/contour_demo.py:65:59: E231 missing whitespace after ','
+./examples/contour_demo.py:66:22: E231 missing whitespace after ','
+./examples/contour_demo.py:66:27: E231 missing whitespace after ','
+./examples/contour_demo.py:66:31: E231 missing whitespace after ','
+./examples/contour_demo.py:66:42: E231 missing whitespace after ','
+./examples/contour_demo.py:66:58: E231 missing whitespace after ','
+./examples/contour_demo.py:66:72: E231 missing whitespace after ','
+./examples/contour_demo.py:66:80: E501 line too long (84 > 79 characters)
+./examples/contour_demo.py:67:16: E261 at least two spaces before inline comment
+./examples/contour_demo.py:73:27: E231 missing whitespace after ','
+./examples/contour_demo.py:73:30: E231 missing whitespace after ','
+./examples/contour_demo.py:74:26: E231 missing whitespace after ','
+./examples/contour_demo.py:74:36: E231 missing whitespace after ','
+./examples/contour_demo.py:74:38: E231 missing whitespace after ','
+./examples/contour_demo.py:74:40: E231 missing whitespace after ','
+./examples/contour_demo.py:75:28: E231 missing whitespace after ','
+./examples/contour_demo.py:75:33: E231 missing whitespace after ','
+./examples/contour_demo.py:76:26: E231 missing whitespace after ','
+./examples/contour_demo.py:76:36: E231 missing whitespace after ','
+./examples/contour_demo.py:76:38: E231 missing whitespace after ','
+./examples/contour_demo.py:76:40: E231 missing whitespace after ','
+./examples/contour_demo.py:81:4: E225 missing whitespace around operator
+./examples/contour_demo.py:83:32: E231 missing whitespace after ','
+./examples/contour_demo.py:83:42: E231 missing whitespace after ','
+./examples/contour_demo.py:83:58: E231 missing whitespace after ','
+./examples/contour_demo.py:86:18: E231 missing whitespace after ','
+./examples/contour_demo.py:86:20: E231 missing whitespace after ','
+./examples/contour_demo.py:86:24: E231 missing whitespace after ','
+./examples/contour_demo.py:86:27: E231 missing whitespace after ','
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+./examples/contour_demo.py:87:19: E231 missing whitespace after ','
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+./examples/contour_demo.py:87:25: E231 missing whitespace after ','
+./examples/contour_demo.py:87:36: E231 missing whitespace after ','
+./examples/contour_demo.py:87:52: E231 missing whitespace after ','
+./examples/contour_demo.py:88:15: E231 missing whitespace after ','
+./examples/contour_demo.py:88:26: E261 at least two spaces before inline comment
+./examples/contour_demo.py:94:25: E231 missing whitespace after ','
+./examples/contour_demo.py:94:28: E231 missing whitespace after ','
+./examples/contour_demo.py:95:26: E231 missing whitespace after ','
+./examples/contour_demo.py:95:36: E231 missing whitespace after ','
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+./examples/contour_demo.py:95:40: E231 missing whitespace after ','
+./examples/contour_demo.py:96:26: E231 missing whitespace after ','
+./examples/contour_demo.py:96:31: E231 missing whitespace after ','
+./examples/contour_demo.py:97:26: E231 missing whitespace after ','
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+./examples/contour_demo.py:97:38: E231 missing whitespace after ','
+./examples/contour_demo.py:97:40: E231 missing whitespace after ','
+./examples/contour_demo.py:98:54: E231 missing whitespace after ','
+./examples/contour_demo.py:102:4: E225 missing whitespace around operator
+./examples/contour_demo.py:104:27: E231 missing whitespace after ','
+./examples/contour_demo.py:104:46: E231 missing whitespace after ','
+./examples/contour_demo.py:104:47: E502 the backslash is redundant between brackets
+./examples/contour_demo.py:105:22: E231 missing whitespace after ','
+./examples/contour_demo.py:108:18: E231 missing whitespace after ','
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+./examples/contour_demo.py:108:24: E231 missing whitespace after ','
+./examples/contour_demo.py:108:27: E231 missing whitespace after ','
+./examples/contour_demo.py:108:42: E231 missing whitespace after ','
+./examples/contour_demo.py:109:19: E231 missing whitespace after ','
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+./examples/contour_demo.py:109:25: E231 missing whitespace after ','
+./examples/contour_demo.py:109:36: E231 missing whitespace after ','
+./examples/contour_demo.py:109:52: E231 missing whitespace after ','
+./examples/contour_demo.py:110:16: E261 at least two spaces before inline comment
+./examples/contour_demo.py:116:27: E231 missing whitespace after ','
+./examples/contour_demo.py:116:30: E231 missing whitespace after ','
+./examples/contour_demo.py:118:28: E231 missing whitespace after ','
+./examples/contour_demo.py:118:33: E231 missing whitespace after ','
+./examples/counties.py:6:1: E302 expected 2 blank lines, found 1
+./examples/counties.py:13:1: E305 expected 2 blank lines after class or function definition, found 0
+./examples/counties.py:18:55: E231 missing whitespace after ','
+./examples/counties.py:24:11: W292 no newline at end of file
+./examples/cubed_sphere.py:14:29: E231 missing whitespace after ','
+./examples/cubed_sphere.py:17:19: E702 multiple statements on one line (semicolon)
+./examples/cubed_sphere.py:17:27: E225 missing whitespace around operator
+./examples/cubed_sphere.py:18:7: E225 missing whitespace around operator
+./examples/cubed_sphere.py:19:17: E231 missing whitespace after ','
+./examples/cubed_sphere.py:19:19: E231 missing whitespace after ','
+./examples/cubed_sphere.py:20:24: E231 missing whitespace after ','
+./examples/cubed_sphere.py:23:15: E225 missing whitespace around operator
+./examples/cubed_sphere.py:23:33: E231 missing whitespace after ','
+./examples/cubed_sphere.py:23:35: E231 missing whitespace after ','
+./examples/cubed_sphere.py:25:18: E225 missing whitespace around operator
+./examples/cubed_sphere.py:28:36: E231 missing whitespace after ','
+./examples/cubed_sphere.py:28:50: E231 missing whitespace after ','
+./examples/cubed_sphere.py:28:66: E231 missing whitespace after ','
+./examples/cubed_sphere.py:28:67: E502 the backslash is redundant between brackets
+./examples/cubed_sphere.py:29:42: E231 missing whitespace after ','
+./examples/cubed_sphere.py:29:54: E231 missing whitespace after ','
+./examples/cubed_sphere.py:29:66: E231 missing whitespace after ','
+./examples/cubed_sphere.py:29:67: E502 the backslash is redundant between brackets
+./examples/cubed_sphere.py:30:40: E231 missing whitespace after ','
+./examples/cubed_sphere.py:32:42: E231 missing whitespace after ','
+./examples/cubed_sphere.py:32:45: E231 missing whitespace after ','
+./examples/cubed_sphere.py:32:49: E231 missing whitespace after ','
+./examples/cubed_sphere.py:33:40: E231 missing whitespace after ','
+./examples/cubed_sphere.py:33:44: E231 missing whitespace after ','
+./examples/cubed_sphere.py:33:48: E231 missing whitespace after ','
+./examples/cubed_sphere.py:34:13: E265 block comment should start with '# '
+./examples/cubed_sphere.py:35:13: E265 block comment should start with '# '
+./examples/cubed_sphere.py:36:13: E265 block comment should start with '# '
+./examples/cubed_sphere.py:37:15: E231 missing whitespace after ','
+./examples/cubed_sphere.py:37:20: E231 missing whitespace after ','
+./examples/cubed_sphere.py:37:21: E502 the backslash is redundant between brackets
+./examples/cubed_sphere.py:38:9: E128 continuation line under-indented for visual indent
+./examples/cubed_sphere.py:38:52: E231 missing whitespace after ','
+./examples/cubed_sphere.py:38:53: E502 the backslash is redundant between brackets
+./examples/cubed_sphere.py:39:9: E128 continuation line under-indented for visual indent
+./examples/customticks.py:12:1: E302 expected 2 blank lines, found 1
+./examples/customticks.py:21:55: E231 missing whitespace after ','
+./examples/customticks.py:21:67: E231 missing whitespace after ','
+./examples/customticks.py:23:1: E302 expected 2 blank lines, found 1
+./examples/customticks.py:32:55: E231 missing whitespace after ','
+./examples/customticks.py:32:67: E231 missing whitespace after ','
+./examples/customticks.py:38:1: E305 expected 2 blank lines after class or function definition, found 1
+./examples/customticks.py:38:4: E225 missing whitespace around operator
+./examples/customticks.py:43:29: E231 missing whitespace after ','
+./examples/customticks.py:43:45: E231 missing whitespace after ','
+./examples/customticks.py:43:62: E231 missing whitespace after ','
+./examples/customticks.py:44:27: E231 missing whitespace after ','
+./examples/customticks.py:44:44: E231 missing whitespace after ','
+./examples/customticks.py:47:31: E231 missing whitespace after ','
+./examples/customticks.py:55:1: E305 expected 2 blank lines after class or function definition, found 0
+./examples/customticks.py:58:1: E305 expected 2 blank lines after class or function definition, found 0
+./examples/customticks.py:71:29: E231 missing whitespace after ','
+./examples/customticks.py:71:45: E231 missing whitespace after ','
+./examples/customticks.py:71:62: E231 missing whitespace after ','
+./examples/customticks.py:72:27: E231 missing whitespace after ','
+./examples/customticks.py:75:31: E231 missing whitespace after ','
+./examples/customticks.py:80:31: E231 missing whitespace after ','
+./examples/customticks.py:80:34: E231 missing whitespace after ','
+./examples/customticks.py:80:37: E231 missing whitespace after ','
+./examples/customticks.py:80:47: E231 missing whitespace after ','
+./examples/customticks.py:80:49: E231 missing whitespace after ','
+./examples/customticks.py:80:51: E231 missing whitespace after ','
+./examples/customticks.py:80:54: E231 missing whitespace after ','
+./examples/customticks.py:80:66: E231 missing whitespace after ','
+./examples/customticks.py:80:76: E231 missing whitespace after ','
+./examples/customticks.py:81:33: E231 missing whitespace after ','
+./examples/customticks.py:81:38: E231 missing whitespace after ','
+./examples/customticks.py:81:41: E231 missing whitespace after ','
+./examples/customticks.py:81:51: E231 missing whitespace after ','
+./examples/customticks.py:81:53: E231 missing whitespace after ','
+./examples/customticks.py:81:55: E231 missing whitespace after ','
+./examples/customticks.py:81:58: E231 missing whitespace after ','
+./examples/customticks.py:81:70: E231 missing whitespace after ','
+./examples/customticks.py:81:80: E501 line too long (83 > 79 characters)
+./examples/customticks.py:81:80: E231 missing whitespace after ','
+./examples/daynight.py:11:20: W291 trailing whitespace
+./examples/daynight.py:12:32: E231 missing whitespace after ','
+./examples/daynight.py:15:32: E231 missing whitespace after ','
+./examples/daynight.py:15:35: E231 missing whitespace after ','
+./examples/daynight.py:15:39: E231 missing whitespace after ','
+./examples/daynight.py:15:49: E231 missing whitespace after ','
+./examples/daynight.py:15:51: E231 missing whitespace after ','
+./examples/daynight.py:15:53: E231 missing whitespace after ','
+./examples/daynight.py:16:39: E231 missing whitespace after ','
+./examples/daynight.py:16:53: E231 missing whitespace after ','
+./examples/daynight.py:16:57: E231 missing whitespace after ','
+./examples/daynight.py:16:67: E231 missing whitespace after ','
+./examples/daynight.py:16:69: E231 missing whitespace after ','
+./examples/daynight.py:16:71: E231 missing whitespace after ','
+./examples/daynight.py:19:33: E231 missing whitespace after ','
+./examples/daynight.py:20:56: W291 trailing whitespace
+./examples/daynight.py:23:3: E225 missing whitespace around operator
+./examples/embedding_map_in_wx.py:3:1: E265 block comment should start with '# '
+./examples/embedding_map_in_wx.py:14:1: F403 'from wx import *' used; unable to detect undefined names
+./examples/embedding_map_in_wx.py:16:1: E302 expected 2 blank lines, found 1
+./examples/embedding_map_in_wx.py:16:19: F405 'Frame' may be undefined, or defined from star imports: wx
+./examples/embedding_map_in_wx.py:18:4: E111 indentation is not a multiple of 4
+./examples/embedding_map_in_wx.py:19:8: F405 'Frame' may be undefined, or defined from star imports: wx
+./examples/embedding_map_in_wx.py:19:8: E111 indentation is not a multiple of 4
+./examples/embedding_map_in_wx.py:19:27: E231 missing whitespace after ','
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+./examples/embedding_map_in_wx.py:20:40: E127 continuation line over-indented for visual indent
+./examples/embedding_map_in_wx.py:20:53: E231 missing whitespace after ','
+./examples/embedding_map_in_wx.py:20:63: E231 missing whitespace after ','
+./examples/embedding_map_in_wx.py:22:8: E111 indentation is not a multiple of 4
+./examples/embedding_map_in_wx.py:22:33: F405 'NamedColor' may be undefined, or defined from star imports: wx
+./examples/embedding_map_in_wx.py:24:8: E111 indentation is not a multiple of 4
+./examples/embedding_map_in_wx.py:25:1: W293 blank line contains whitespace
+./examples/embedding_map_in_wx.py:26:8: E111 indentation is not a multiple of 4
+./examples/embedding_map_in_wx.py:27:8: E111 indentation is not a multiple of 4
+./examples/embedding_map_in_wx.py:29:8: E111 indentation is not a multiple of 4
+./examples/embedding_map_in_wx.py:29:21: F405 'BoxSizer' may be undefined, or defined from star imports: wx
+./examples/embedding_map_in_wx.py:29:30: F405 'VERTICAL' may be undefined, or defined from star imports: wx
+./examples/embedding_map_in_wx.py:30:8: E111 indentation is not a multiple of 4
+./examples/embedding_map_in_wx.py:30:39: F405 'LEFT' may be undefined, or defined from star imports: wx
+./examples/embedding_map_in_wx.py:30:46: F405 'TOP' may be undefined, or defined from star imports: wx
+./examples/embedding_map_in_wx.py:30:52: F405 'GROW' may be undefined, or defined from star imports: wx
+./examples/embedding_map_in_wx.py:31:8: E111 indentation is not a multiple of 4
+./examples/embedding_map_in_wx.py:32:8: E111 indentation is not a multiple of 4
+./examples/embedding_map_in_wx.py:34:8: E111 indentation is not a multiple of 4
+./examples/embedding_map_in_wx.py:35:1: W293 blank line contains whitespace
+./examples/embedding_map_in_wx.py:36:8: E111 indentation is not a multiple of 4
+./examples/embedding_map_in_wx.py:37:1: W293 blank line contains whitespace
+./examples/embedding_map_in_wx.py:38:4: E111 indentation is not a multiple of 4
+./examples/embedding_map_in_wx.py:39:8: E111 indentation is not a multiple of 4
+./examples/embedding_map_in_wx.py:40:8: E111 indentation is not a multiple of 4
+./examples/embedding_map_in_wx.py:41:8: E111 indentation is not a multiple of 4
+./examples/embedding_map_in_wx.py:41:11: F405 'Platform' may be undefined, or defined from star imports: wx
+./examples/embedding_map_in_wx.py:42:11: E114 indentation is not a multiple of 4 (comment)
+./examples/embedding_map_in_wx.py:43:11: E114 indentation is not a multiple of 4 (comment)
+./examples/embedding_map_in_wx.py:44:11: E114 indentation is not a multiple of 4 (comment)
+./examples/embedding_map_in_wx.py:45:11: E111 indentation is not a multiple of 4
+./examples/embedding_map_in_wx.py:46:8: E111 indentation is not a multiple of 4
+./examples/embedding_map_in_wx.py:47:11: E114 indentation is not a multiple of 4 (comment)
+./examples/embedding_map_in_wx.py:48:11: E114 indentation is not a multiple of 4 (comment)
+./examples/embedding_map_in_wx.py:49:11: E111 indentation is not a multiple of 4
+./examples/embedding_map_in_wx.py:50:11: E111 indentation is not a multiple of 4
+./examples/embedding_map_in_wx.py:51:11: E114 indentation is not a multiple of 4 (comment)
+./examples/embedding_map_in_wx.py:52:11: E114 indentation is not a multiple of 4 (comment)
+./examples/embedding_map_in_wx.py:53:11: E114 indentation is not a multiple of 4 (comment)
+./examples/embedding_map_in_wx.py:54:11: E111 indentation is not a multiple of 4
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+./examples/plotmap_oo.py:13:18: E401 multiple imports on one line
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+./examples/plotmap_oo.py:18:1: E402 module level import not at top of file
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+./examples/plotmap_oo.py:41:62: E231 missing whitespace after ','
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+./examples/plotozone.py:43:36: E251 unexpected spaces around keyword / parameter equals
+./examples/plotozone.py:43:38: E251 unexpected spaces around keyword / parameter equals
+./examples/plotozone.py:44:18: E251 unexpected spaces around keyword / parameter equals
+./examples/plotozone.py:44:20: E251 unexpected spaces around keyword / parameter equals
+./examples/plotozone.py:44:38: E251 unexpected spaces around keyword / parameter equals
+./examples/plotozone.py:44:40: E251 unexpected spaces around keyword / parameter equals
+./examples/plotozone.py:45:20: E251 unexpected spaces around keyword / parameter equals
+./examples/plotozone.py:45:22: E251 unexpected spaces around keyword / parameter equals
+./examples/plotozone.py:45:39: E251 unexpected spaces around keyword / parameter equals
+./examples/plotozone.py:45:41: E251 unexpected spaces around keyword / parameter equals
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+./examples/plotozone.py:106:80: E251 unexpected spaces around keyword / parameter equals
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+./examples/test.py:221:38: E231 missing whitespace after ','
+./examples/test.py:221:41: E231 missing whitespace after ','
+./examples/test.py:224:27: E231 missing whitespace after ','
+./examples/test.py:224:31: E231 missing whitespace after ','
+./examples/test.py:225:26: E231 missing whitespace after ','
+./examples/test.py:225:36: E231 missing whitespace after ','
+./examples/test.py:225:38: E231 missing whitespace after ','
+./examples/test.py:225:40: E231 missing whitespace after ','
+./examples/test.py:225:43: E231 missing whitespace after ','
+./examples/test.py:231:4: E225 missing whitespace around operator
+./examples/test.py:233:27: E231 missing whitespace after ','
+./examples/test.py:233:40: E231 missing whitespace after ','
+./examples/test.py:233:55: E231 missing whitespace after ','
+./examples/test.py:233:69: E231 missing whitespace after ','
+./examples/test.py:233:70: E502 the backslash is redundant between brackets
+./examples/test.py:234:27: E231 missing whitespace after ','
+./examples/test.py:234:45: E231 missing whitespace after ','
+./examples/test.py:234:63: E231 missing whitespace after ','
+./examples/test.py:234:64: E502 the backslash is redundant between brackets
+./examples/test.py:235:22: E231 missing whitespace after ','
+./examples/test.py:235:32: E231 missing whitespace after ','
+./examples/test.py:238:35: E702 multiple statements on one line (semicolon)
+./examples/test.py:240:8: E231 missing whitespace after ','
+./examples/test.py:240:33: E231 missing whitespace after ','
+./examples/test.py:240:41: E231 missing whitespace after ','
+./examples/test.py:240:48: E231 missing whitespace after ','
+./examples/test.py:240:51: E231 missing whitespace after ','
+./examples/test.py:241:37: E231 missing whitespace after ','
+./examples/test.py:241:45: E231 missing whitespace after ','
+./examples/test.py:241:52: E231 missing whitespace after ','
+./examples/test.py:241:55: E231 missing whitespace after ','
+./examples/test.py:241:58: E231 missing whitespace after ','
+./examples/test.py:243:22: E231 missing whitespace after ','
+./examples/test.py:244:13: E261 at least two spaces before inline comment
+./examples/test.py:251:23: E231 missing whitespace after ','
+./examples/test.py:251:26: E231 missing whitespace after ','
+./examples/test.py:252:24: E231 missing whitespace after ','
+./examples/test.py:252:34: E231 missing whitespace after ','
+./examples/test.py:252:36: E231 missing whitespace after ','
+./examples/test.py:252:38: E231 missing whitespace after ','
+./examples/test.py:255:27: E231 missing whitespace after ','
+./examples/test.py:255:31: E231 missing whitespace after ','
+./examples/test.py:256:26: E231 missing whitespace after ','
+./examples/test.py:256:36: E231 missing whitespace after ','
+./examples/test.py:256:38: E231 missing whitespace after ','
+./examples/test.py:256:40: E231 missing whitespace after ','
+./examples/test.py:262:4: E225 missing whitespace around operator
+./examples/test.py:264:29: E231 missing whitespace after ','
+./examples/test.py:264:41: E231 missing whitespace after ','
+./examples/test.py:264:58: E231 missing whitespace after ','
+./examples/test.py:264:75: E231 missing whitespace after ','
+./examples/test.py:264:76: E502 the backslash is redundant between brackets
+./examples/test.py:265:27: E231 missing whitespace after ','
+./examples/test.py:265:46: E231 missing whitespace after ','
+./examples/test.py:265:63: E231 missing whitespace after ','
+./examples/test.py:265:64: E502 the backslash is redundant between brackets
+./examples/test.py:266:22: E231 missing whitespace after ','
+./examples/test.py:268:21: E231 missing whitespace after ','
+./examples/test.py:268:26: E231 missing whitespace after ','
+./examples/test.py:268:34: E231 missing whitespace after ','
+./examples/test.py:268:50: E231 missing whitespace after ','
+./examples/test.py:268:55: E231 missing whitespace after ','
+./examples/test.py:268:59: E231 missing whitespace after ','
+./examples/test.py:268:69: E231 missing whitespace after ','
+./examples/test.py:268:80: E501 line too long (95 > 79 characters)
+./examples/test.py:268:83: E231 missing whitespace after ','
+./examples/test.py:269:22: E261 at least two spaces before inline comment
+./examples/test.py:273:1: E265 block comment should start with '# '
+./examples/test.py:276:23: E231 missing whitespace after ','
+./examples/test.py:276:33: E231 missing whitespace after ','
+./examples/test.py:276:49: E225 missing whitespace around operator
+./examples/test.py:277:27: E231 missing whitespace after ','
+./examples/test.py:277:38: E231 missing whitespace after ','
+./examples/test.py:278:24: E231 missing whitespace after ','
+./examples/test.py:278:34: E231 missing whitespace after ','
+./examples/test.py:278:36: E231 missing whitespace after ','
+./examples/test.py:278:38: E231 missing whitespace after ','
+./examples/test.py:281:26: E231 missing whitespace after ','
+./examples/test.py:281:31: E231 missing whitespace after ','
+./examples/test.py:282:26: E231 missing whitespace after ','
+./examples/test.py:282:36: E231 missing whitespace after ','
+./examples/test.py:282:38: E231 missing whitespace after ','
+./examples/test.py:282:40: E231 missing whitespace after ','
+./examples/test.py:288:4: E225 missing whitespace around operator
+./examples/test.py:290:27: E231 missing whitespace after ','
+./examples/test.py:290:40: E231 missing whitespace after ','
+./examples/test.py:290:54: E231 missing whitespace after ','
+./examples/test.py:290:67: E231 missing whitespace after ','
+./examples/test.py:290:68: E502 the backslash is redundant between brackets
+./examples/test.py:291:27: E231 missing whitespace after ','
+./examples/test.py:291:44: E231 missing whitespace after ','
+./examples/test.py:291:45: E502 the backslash is redundant between brackets
+./examples/test.py:292:22: E231 missing whitespace after ','
+./examples/test.py:292:31: E231 missing whitespace after ','
+./examples/test.py:294:21: E231 missing whitespace after ','
+./examples/test.py:294:26: E231 missing whitespace after ','
+./examples/test.py:294:34: E231 missing whitespace after ','
+./examples/test.py:294:50: E231 missing whitespace after ','
+./examples/test.py:294:55: E231 missing whitespace after ','
+./examples/test.py:294:59: E231 missing whitespace after ','
+./examples/test.py:294:69: E231 missing whitespace after ','
+./examples/test.py:294:80: E501 line too long (95 > 79 characters)
+./examples/test.py:294:83: E231 missing whitespace after ','
+./examples/test.py:295:22: E261 at least two spaces before inline comment
+./examples/test.py:300:23: E231 missing whitespace after ','
+./examples/test.py:300:33: E231 missing whitespace after ','
+./examples/test.py:300:49: E225 missing whitespace around operator
+./examples/test.py:301:27: E231 missing whitespace after ','
+./examples/test.py:301:38: E231 missing whitespace after ','
+./examples/test.py:302:24: E231 missing whitespace after ','
+./examples/test.py:302:34: E231 missing whitespace after ','
+./examples/test.py:302:36: E231 missing whitespace after ','
+./examples/test.py:302:38: E231 missing whitespace after ','
+./examples/test.py:305:26: E231 missing whitespace after ','
+./examples/test.py:305:31: E231 missing whitespace after ','
+./examples/test.py:306:26: E231 missing whitespace after ','
+./examples/test.py:306:36: E231 missing whitespace after ','
+./examples/test.py:306:38: E231 missing whitespace after ','
+./examples/test.py:306:40: E231 missing whitespace after ','
+./examples/test.py:307:36: E231 missing whitespace after ','
+./examples/test.py:312:4: E225 missing whitespace around operator
+./examples/test.py:314:1: E265 block comment should start with '# '
+./examples/test.py:318:22: E231 missing whitespace after ','
+./examples/test.py:319:27: E231 missing whitespace after ','
+./examples/test.py:319:46: E231 missing whitespace after ','
+./examples/test.py:321:21: E231 missing whitespace after ','
+./examples/test.py:321:26: E231 missing whitespace after ','
+./examples/test.py:321:34: E231 missing whitespace after ','
+./examples/test.py:321:37: E231 missing whitespace after ','
+./examples/test.py:321:47: E231 missing whitespace after ','
+./examples/test.py:321:61: E231 missing whitespace after ','
+./examples/test.py:322:22: E261 at least two spaces before inline comment
+./examples/test.py:325:1: E265 block comment should start with '# '
+./examples/test.py:329:26: E231 missing whitespace after ','
+./examples/test.py:329:36: E231 missing whitespace after ','
+./examples/test.py:329:38: E231 missing whitespace after ','
+./examples/test.py:329:40: E231 missing whitespace after ','
+./examples/test.py:330:39: E231 missing whitespace after ','
+./examples/test.py:335:4: E225 missing whitespace around operator
+./examples/test.py:336:22: E231 missing whitespace after ','
+./examples/test.py:337:27: E231 missing whitespace after ','
+./examples/test.py:337:46: E231 missing whitespace after ','
+./examples/test.py:337:67: E231 missing whitespace after ','
+./examples/test.py:339:21: E231 missing whitespace after ','
+./examples/test.py:339:26: E231 missing whitespace after ','
+./examples/test.py:339:34: E231 missing whitespace after ','
+./examples/test.py:339:37: E231 missing whitespace after ','
+./examples/test.py:339:47: E231 missing whitespace after ','
+./examples/test.py:339:61: E231 missing whitespace after ','
+./examples/test.py:340:22: E261 at least two spaces before inline comment
+./examples/test.py:343:1: E265 block comment should start with '# '
+./examples/test.py:347:26: E231 missing whitespace after ','
+./examples/test.py:347:36: E231 missing whitespace after ','
+./examples/test.py:347:38: E231 missing whitespace after ','
+./examples/test.py:347:40: E231 missing whitespace after ','
+./examples/test.py:348:38: E231 missing whitespace after ','
+./examples/test.py:353:4: E225 missing whitespace around operator
+./examples/test.py:355:28: E231 missing whitespace after ','
+./examples/test.py:355:43: E231 missing whitespace after ','
+./examples/test.py:355:57: E231 missing whitespace after ','
+./examples/test.py:355:73: E231 missing whitespace after ','
+./examples/test.py:355:74: E502 the backslash is redundant between brackets
+./examples/test.py:356:27: E231 missing whitespace after ','
+./examples/test.py:356:46: E231 missing whitespace after ','
+./examples/test.py:356:64: E231 missing whitespace after ','
+./examples/test.py:356:65: E502 the backslash is redundant between brackets
+./examples/test.py:357:22: E231 missing whitespace after ','
+./examples/test.py:359:21: E231 missing whitespace after ','
+./examples/test.py:359:26: E231 missing whitespace after ','
+./examples/test.py:359:34: E231 missing whitespace after ','
+./examples/test.py:359:37: E231 missing whitespace after ','
+./examples/test.py:359:47: E231 missing whitespace after ','
+./examples/test.py:359:61: E231 missing whitespace after ','
+./examples/test.py:360:22: E261 at least two spaces before inline comment
+./examples/test.py:364:1: E265 block comment should start with '# '
+./examples/test.py:368:26: E231 missing whitespace after ','
+./examples/test.py:368:36: E231 missing whitespace after ','
+./examples/test.py:368:38: E231 missing whitespace after ','
+./examples/test.py:368:40: E231 missing whitespace after ','
+./examples/test.py:369:48: E231 missing whitespace after ','
+./examples/test.py:374:4: E225 missing whitespace around operator
+./examples/test.py:375:23: E251 unexpected spaces around keyword / parameter equals
+./examples/test.py:375:25: E251 unexpected spaces around keyword / parameter equals
+./examples/test.py:375:35: E231 missing whitespace after ','
+./examples/test.py:375:41: E251 unexpected spaces around keyword / parameter equals
+./examples/test.py:375:43: E251 unexpected spaces around keyword / parameter equals
+./examples/test.py:375:49: E231 missing whitespace after ','
+./examples/test.py:375:50: E502 the backslash is redundant between brackets
+./examples/test.py:376:20: E251 unexpected spaces around keyword / parameter equals
+./examples/test.py:376:22: E251 unexpected spaces around keyword / parameter equals
+./examples/test.py:376:35: E251 unexpected spaces around keyword / parameter equals
+./examples/test.py:376:37: E251 unexpected spaces around keyword / parameter equals
+./examples/test.py:376:39: E231 missing whitespace after ','
+./examples/test.py:376:40: E502 the backslash is redundant between brackets
+./examples/test.py:377:20: E251 unexpected spaces around keyword / parameter equals
+./examples/test.py:377:22: E251 unexpected spaces around keyword / parameter equals
+./examples/test.py:377:38: E251 unexpected spaces around keyword / parameter equals
+./examples/test.py:377:40: E251 unexpected spaces around keyword / parameter equals
+./examples/test.py:377:46: E231 missing whitespace after ','
+./examples/test.py:377:47: E502 the backslash is redundant between brackets
+./examples/test.py:378:20: E251 unexpected spaces around keyword / parameter equals
+./examples/test.py:378:22: E251 unexpected spaces around keyword / parameter equals
+./examples/test.py:378:35: E251 unexpected spaces around keyword / parameter equals
+./examples/test.py:378:37: E251 unexpected spaces around keyword / parameter equals
+./examples/test.py:378:55: E251 unexpected spaces around keyword / parameter equals
+./examples/test.py:378:57: E251 unexpected spaces around keyword / parameter equals
+./examples/test.py:380:3: E231 missing whitespace after ','
+./examples/test.py:381:23: E231 missing whitespace after ','
+./examples/test.py:381:26: E231 missing whitespace after ','
+./examples/test.py:381:38: E231 missing whitespace after ','
+./examples/test.py:381:41: E231 missing whitespace after ','
+./examples/test.py:381:56: E231 missing whitespace after ','
+./examples/test.py:381:59: E231 missing whitespace after ','
+./examples/test.py:381:62: E231 missing whitespace after ','
+./examples/test.py:381:72: E231 missing whitespace after ','
+./examples/test.py:381:80: E501 line too long (98 > 79 characters)
+./examples/test.py:381:86: E231 missing whitespace after ','
+./examples/test.py:382:31: E231 missing whitespace after ','
+./examples/test.py:382:35: E231 missing whitespace after ','
+./examples/test.py:382:39: E231 missing whitespace after ','
+./examples/test.py:382:49: E231 missing whitespace after ','
+./examples/test.py:382:51: E231 missing whitespace after ','
+./examples/test.py:382:53: E231 missing whitespace after ','
+./examples/test.py:383:29: E231 missing whitespace after ','
+./examples/test.py:383:32: E231 missing whitespace after ','
+./examples/test.py:385:25: E231 missing whitespace after ','
+./examples/test.py:390:4: E225 missing whitespace around operator
+./examples/test.py:391:23: E231 missing whitespace after ','
+./examples/test.py:392:27: E231 missing whitespace after ','
+./examples/test.py:392:46: E231 missing whitespace after ','
+./examples/test.py:392:66: E231 missing whitespace after ','
+./examples/test.py:394:21: E231 missing whitespace after ','
+./examples/test.py:394:26: E231 missing whitespace after ','
+./examples/test.py:394:34: E231 missing whitespace after ','
+./examples/test.py:394:37: E231 missing whitespace after ','
+./examples/test.py:394:47: E231 missing whitespace after ','
+./examples/test.py:394:61: E231 missing whitespace after ','
+./examples/test.py:395:22: E261 at least two spaces before inline comment
+./examples/test.py:399:1: E265 block comment should start with '# '
+./examples/test.py:403:26: E231 missing whitespace after ','
+./examples/test.py:403:36: E231 missing whitespace after ','
+./examples/test.py:403:38: E231 missing whitespace after ','
+./examples/test.py:403:40: E231 missing whitespace after ','
+./examples/test.py:404:47: E231 missing whitespace after ','
+./examples/test.py:409:4: E225 missing whitespace around operator
+./examples/test.py:411:1: E265 block comment should start with '# '
+./examples/test.py:415:23: E231 missing whitespace after ','
+./examples/test.py:416:27: E231 missing whitespace after ','
+./examples/test.py:416:46: E231 missing whitespace after ','
+./examples/test.py:418:21: E231 missing whitespace after ','
+./examples/test.py:418:26: E231 missing whitespace after ','
+./examples/test.py:418:34: E231 missing whitespace after ','
+./examples/test.py:418:37: E231 missing whitespace after ','
+./examples/test.py:418:47: E231 missing whitespace after ','
+./examples/test.py:418:61: E231 missing whitespace after ','
+./examples/test.py:420:22: E231 missing whitespace after ','
+./examples/test.py:421:22: E261 at least two spaces before inline comment
+./examples/test.py:425:1: E265 block comment should start with '# '
+./examples/test.py:429:26: E231 missing whitespace after ','
+./examples/test.py:429:36: E231 missing whitespace after ','
+./examples/test.py:429:38: E231 missing whitespace after ','
+./examples/test.py:429:40: E231 missing whitespace after ','
+./examples/test.py:430:34: E231 missing whitespace after ','
+./examples/test.py:438:4: E225 missing whitespace around operator
+./examples/test.py:441:27: E231 missing whitespace after ','
+./examples/test.py:441:46: E231 missing whitespace after ','
+./examples/test.py:441:55: E231 missing whitespace after ','
+./examples/test.py:443:21: E231 missing whitespace after ','
+./examples/test.py:443:26: E231 missing whitespace after ','
+./examples/test.py:443:34: E231 missing whitespace after ','
+./examples/test.py:443:37: E231 missing whitespace after ','
+./examples/test.py:443:47: E231 missing whitespace after ','
+./examples/test.py:443:61: E231 missing whitespace after ','
+./examples/test.py:444:13: E261 at least two spaces before inline comment
+./examples/test.py:449:27: E231 missing whitespace after ','
+./examples/test.py:449:30: E231 missing whitespace after ','
+./examples/test.py:451:25: E231 missing whitespace after ','
+./examples/test.py:451:30: E231 missing whitespace after ','
+./examples/test.py:459:4: E225 missing whitespace around operator
+./examples/test.py:462:32: E231 missing whitespace after ','
+./examples/test.py:462:46: E231 missing whitespace after ','
+./examples/test.py:462:47: E502 the backslash is redundant between brackets
+./examples/test.py:463:27: E231 missing whitespace after ','
+./examples/test.py:463:46: E231 missing whitespace after ','
+./examples/test.py:463:54: E231 missing whitespace after ','
+./examples/test.py:463:80: E501 line too long (80 > 79 characters)
+./examples/test.py:465:21: E231 missing whitespace after ','
+./examples/test.py:465:26: E231 missing whitespace after ','
+./examples/test.py:465:34: E231 missing whitespace after ','
+./examples/test.py:465:37: E231 missing whitespace after ','
+./examples/test.py:465:47: E231 missing whitespace after ','
+./examples/test.py:465:61: E231 missing whitespace after ','
+./examples/test.py:466:13: E261 at least two spaces before inline comment
+./examples/test.py:471:27: E231 missing whitespace after ','
+./examples/test.py:471:30: E231 missing whitespace after ','
+./examples/test.py:473:25: E231 missing whitespace after ','
+./examples/test.py:473:30: E231 missing whitespace after ','
+./examples/test.py:481:4: E225 missing whitespace around operator
+./examples/test.py:484:27: E231 missing whitespace after ','
+./examples/test.py:484:46: E231 missing whitespace after ','
+./examples/test.py:486:21: E231 missing whitespace after ','
+./examples/test.py:486:26: E231 missing whitespace after ','
+./examples/test.py:486:34: E231 missing whitespace after ','
+./examples/test.py:486:37: E231 missing whitespace after ','
+./examples/test.py:486:47: E231 missing whitespace after ','
+./examples/test.py:486:61: E231 missing whitespace after ','
+./examples/test.py:487:30: E261 at least two spaces before inline comment
+./examples/test.py:491:27: E231 missing whitespace after ','
+./examples/test.py:491:30: E231 missing whitespace after ','
+./examples/test.py:492:26: E231 missing whitespace after ','
+./examples/test.py:492:36: E231 missing whitespace after ','
+./examples/test.py:492:38: E231 missing whitespace after ','
+./examples/test.py:492:40: E231 missing whitespace after ','
+./examples/test.py:493:25: E231 missing whitespace after ','
+./examples/test.py:493:30: E231 missing whitespace after ','
+./examples/test.py:501:4: E225 missing whitespace around operator
+./examples/test.py:504:27: E231 missing whitespace after ','
+./examples/test.py:504:46: E231 missing whitespace after ','
+./examples/test.py:506:21: E231 missing whitespace after ','
+./examples/test.py:506:26: E231 missing whitespace after ','
+./examples/test.py:506:34: E231 missing whitespace after ','
+./examples/test.py:506:37: E231 missing whitespace after ','
+./examples/test.py:506:47: E231 missing whitespace after ','
+./examples/test.py:506:61: E231 missing whitespace after ','
+./examples/test.py:507:30: E261 at least two spaces before inline comment
+./examples/test.py:511:27: E231 missing whitespace after ','
+./examples/test.py:511:30: E231 missing whitespace after ','
+./examples/test.py:512:26: E231 missing whitespace after ','
+./examples/test.py:512:36: E231 missing whitespace after ','
+./examples/test.py:512:38: E231 missing whitespace after ','
+./examples/test.py:512:40: E231 missing whitespace after ','
+./examples/test.py:513:25: E231 missing whitespace after ','
+./examples/test.py:513:30: E231 missing whitespace after ','
+./examples/test.py:521:4: E225 missing whitespace around operator
+./examples/test.py:524:27: E231 missing whitespace after ','
+./examples/test.py:524:46: E231 missing whitespace after ','
+./examples/test.py:526:21: E231 missing whitespace after ','
+./examples/test.py:526:26: E231 missing whitespace after ','
+./examples/test.py:526:34: E231 missing whitespace after ','
+./examples/test.py:526:37: E231 missing whitespace after ','
+./examples/test.py:526:47: E231 missing whitespace after ','
+./examples/test.py:526:61: E231 missing whitespace after ','
+./examples/test.py:527:30: E261 at least two spaces before inline comment
+./examples/test.py:531:27: E231 missing whitespace after ','
+./examples/test.py:531:30: E231 missing whitespace after ','
+./examples/test.py:532:26: E231 missing whitespace after ','
+./examples/test.py:532:36: E231 missing whitespace after ','
+./examples/test.py:532:38: E231 missing whitespace after ','
+./examples/test.py:532:40: E231 missing whitespace after ','
+./examples/test.py:533:25: E231 missing whitespace after ','
+./examples/test.py:533:30: E231 missing whitespace after ','
+./examples/test.py:541:4: E225 missing whitespace around operator
+./examples/test.py:544:27: E231 missing whitespace after ','
+./examples/test.py:544:46: E231 missing whitespace after ','
+./examples/test.py:546:21: E231 missing whitespace after ','
+./examples/test.py:546:26: E231 missing whitespace after ','
+./examples/test.py:546:34: E231 missing whitespace after ','
+./examples/test.py:546:37: E231 missing whitespace after ','
+./examples/test.py:546:47: E231 missing whitespace after ','
+./examples/test.py:546:61: E231 missing whitespace after ','
+./examples/test.py:547:29: E231 missing whitespace after ','
+./examples/test.py:547:40: E261 at least two spaces before inline comment
+./examples/test.py:551:27: E231 missing whitespace after ','
+./examples/test.py:551:30: E231 missing whitespace after ','
+./examples/test.py:552:26: E231 missing whitespace after ','
+./examples/test.py:552:36: E231 missing whitespace after ','
+./examples/test.py:552:38: E231 missing whitespace after ','
+./examples/test.py:552:40: E231 missing whitespace after ','
+./examples/test.py:553:25: E231 missing whitespace after ','
+./examples/test.py:553:30: E231 missing whitespace after ','
+./examples/test.py:554:26: E231 missing whitespace after ','
+./examples/test.py:554:36: E231 missing whitespace after ','
+./examples/test.py:554:38: E231 missing whitespace after ','
+./examples/test.py:554:40: E231 missing whitespace after ','
+./examples/test.py:561:4: E225 missing whitespace around operator
+./examples/test.py:564:27: E231 missing whitespace after ','
+./examples/test.py:564:46: E231 missing whitespace after ','
+./examples/test.py:566:21: E231 missing whitespace after ','
+./examples/test.py:566:26: E231 missing whitespace after ','
+./examples/test.py:566:34: E231 missing whitespace after ','
+./examples/test.py:566:37: E231 missing whitespace after ','
+./examples/test.py:566:47: E231 missing whitespace after ','
+./examples/test.py:566:61: E231 missing whitespace after ','
+./examples/test.py:567:29: E231 missing whitespace after ','
+./examples/test.py:567:40: E261 at least two spaces before inline comment
+./examples/test.py:571:27: E231 missing whitespace after ','
+./examples/test.py:571:30: E231 missing whitespace after ','
+./examples/test.py:572:26: E231 missing whitespace after ','
+./examples/test.py:572:36: E231 missing whitespace after ','
+./examples/test.py:572:38: E231 missing whitespace after ','
+./examples/test.py:572:40: E231 missing whitespace after ','
+./examples/test.py:573:25: E231 missing whitespace after ','
+./examples/test.py:573:30: E231 missing whitespace after ','
+./examples/test.py:574:26: E231 missing whitespace after ','
+./examples/test.py:574:36: E231 missing whitespace after ','
+./examples/test.py:574:38: E231 missing whitespace after ','
+./examples/test.py:574:40: E231 missing whitespace after ','
+./examples/test.py:581:4: E225 missing whitespace around operator
+./examples/test.py:584:27: E231 missing whitespace after ','
+./examples/test.py:584:46: E231 missing whitespace after ','
+./examples/test.py:585:21: E231 missing whitespace after ','
+./examples/test.py:585:26: E231 missing whitespace after ','
+./examples/test.py:585:34: E231 missing whitespace after ','
+./examples/test.py:585:37: E231 missing whitespace after ','
+./examples/test.py:585:47: E231 missing whitespace after ','
+./examples/test.py:585:61: E231 missing whitespace after ','
+./examples/test.py:586:29: E231 missing whitespace after ','
+./examples/test.py:586:40: E261 at least two spaces before inline comment
+./examples/test.py:590:27: E231 missing whitespace after ','
+./examples/test.py:590:30: E231 missing whitespace after ','
+./examples/test.py:591:26: E231 missing whitespace after ','
+./examples/test.py:591:36: E231 missing whitespace after ','
+./examples/test.py:591:38: E231 missing whitespace after ','
+./examples/test.py:591:40: E231 missing whitespace after ','
+./examples/test.py:592:25: E231 missing whitespace after ','
+./examples/test.py:592:30: E231 missing whitespace after ','
+./examples/test.py:593:26: E231 missing whitespace after ','
+./examples/test.py:593:36: E231 missing whitespace after ','
+./examples/test.py:593:38: E231 missing whitespace after ','
+./examples/test.py:593:40: E231 missing whitespace after ','
+./examples/test.py:600:4: E225 missing whitespace around operator
+./examples/test.py:603:27: E231 missing whitespace after ','
+./examples/test.py:603:46: E231 missing whitespace after ','
+./examples/test.py:605:21: E231 missing whitespace after ','
+./examples/test.py:605:26: E231 missing whitespace after ','
+./examples/test.py:605:34: E231 missing whitespace after ','
+./examples/test.py:605:50: E231 missing whitespace after ','
+./examples/test.py:605:55: E231 missing whitespace after ','
+./examples/test.py:605:59: E231 missing whitespace after ','
+./examples/test.py:605:69: E231 missing whitespace after ','
+./examples/test.py:605:80: E501 line too long (95 > 79 characters)
+./examples/test.py:605:83: E231 missing whitespace after ','
+./examples/test.py:606:30: E261 at least two spaces before inline comment
+./examples/test.py:610:27: E231 missing whitespace after ','
+./examples/test.py:610:30: E231 missing whitespace after ','
+./examples/test.py:611:26: E231 missing whitespace after ','
+./examples/test.py:611:36: E231 missing whitespace after ','
+./examples/test.py:611:38: E231 missing whitespace after ','
+./examples/test.py:611:40: E231 missing whitespace after ','
+./examples/test.py:612:25: E231 missing whitespace after ','
+./examples/test.py:612:30: E231 missing whitespace after ','
+./examples/test.py:613:26: E231 missing whitespace after ','
+./examples/test.py:613:36: E231 missing whitespace after ','
+./examples/test.py:613:38: E231 missing whitespace after ','
+./examples/test.py:613:40: E231 missing whitespace after ','
+./examples/test.py:613:43: E231 missing whitespace after ','
+./examples/test.py:620:4: E225 missing whitespace around operator
+./examples/test.py:622:31: E231 missing whitespace after ','
+./examples/test.py:624:21: E231 missing whitespace after ','
+./examples/test.py:624:26: E231 missing whitespace after ','
+./examples/test.py:624:34: E231 missing whitespace after ','
+./examples/test.py:624:50: E231 missing whitespace after ','
+./examples/test.py:624:55: E231 missing whitespace after ','
+./examples/test.py:624:59: E231 missing whitespace after ','
+./examples/test.py:624:69: E231 missing whitespace after ','
+./examples/test.py:624:80: E501 line too long (95 > 79 characters)
+./examples/test.py:624:83: E231 missing whitespace after ','
+./examples/test.py:625:13: E261 at least two spaces before inline comment
+./examples/test.py:629:27: E231 missing whitespace after ','
+./examples/test.py:629:30: E231 missing whitespace after ','
+./examples/test.py:631:25: E231 missing whitespace after ','
+./examples/test.py:631:30: E231 missing whitespace after ','
+./examples/test_rotpole.py:14:29: E231 missing whitespace after ','
+./examples/test_rotpole.py:14:31: E231 missing whitespace after ','
+./examples/test_rotpole.py:14:33: E231 missing whitespace after ','
+./examples/test_rotpole.py:15:32: E231 missing whitespace after ','
+./examples/test_rotpole.py:18:33: E231 missing whitespace after ','
+./examples/test_rotpole.py:18:42: E231 missing whitespace after ','
+./examples/test_rotpole.py:18:57: E231 missing whitespace after ','
+./examples/test_rotpole.py:19:2: E231 missing whitespace after ','
+./examples/test_rotpole.py:19:13: E231 missing whitespace after ','
+./examples/test_rotpole.py:21:13: E231 missing whitespace after ','
+./examples/test_rotpole.py:21:15: E231 missing whitespace after ','
+./examples/test_rotpole.py:21:20: E231 missing whitespace after ','
+./examples/test_rotpole.py:22:31: E231 missing whitespace after ','
+./examples/test_rotpole.py:22:35: E231 missing whitespace after ','
+./examples/test_rotpole.py:23:29: E231 missing whitespace after ','
+./examples/test_rotpole.py:23:32: E231 missing whitespace after ','
+./examples/test_rotpole.py:37:1: E302 expected 2 blank lines, found 1
+./examples/test_rotpole.py:39:18: E702 multiple statements on one line (semicolon)
+./examples/test_rotpole.py:46:1: E305 expected 2 blank lines after class or function definition, found 1
+./examples/test_rotpole.py:49:7: E201 whitespace after '('
+./examples/test_rotpole.py:49:15: E202 whitespace before ')'
+./examples/test_rotpole.py:50:7: E201 whitespace after '('
+./examples/test_rotpole.py:50:32: E231 missing whitespace after ','
+./examples/test_rotpole.py:50:38: E231 missing whitespace after ','
+./examples/test_rotpole.py:50:46: E231 missing whitespace after ','
+./examples/test_rotpole.py:52:2: E225 missing whitespace around operator
+./examples/test_rotpole.py:52:32: E231 missing whitespace after ','
+./examples/test_rotpole.py:52:44: E231 missing whitespace after ','
+./examples/test_rotpole.py:52:60: E231 missing whitespace after ','
+./examples/test_rotpole.py:52:76: E231 missing whitespace after ','
+./examples/test_rotpole.py:52:77: E502 the backslash is redundant between brackets
+./examples/test_rotpole.py:53:21: E251 unexpected spaces around keyword / parameter equals
+./examples/test_rotpole.py:53:23: E251 unexpected spaces around keyword / parameter equals
+./examples/test_rotpole.py:53:30: E231 missing whitespace after ','
+./examples/test_rotpole.py:53:44: E251 unexpected spaces around keyword / parameter equals
+./examples/test_rotpole.py:53:46: E251 unexpected spaces around keyword / parameter equals
+./examples/test_rotpole.py:53:54: E231 missing whitespace after ','
+./examples/test_rotpole.py:53:58: E231 missing whitespace after ','
+./examples/test_rotpole.py:53:59: E502 the backslash is redundant between brackets
+./examples/test_rotpole.py:54:21: E251 unexpected spaces around keyword / parameter equals
+./examples/test_rotpole.py:54:23: E251 unexpected spaces around keyword / parameter equals
+./examples/test_rotpole.py:54:30: E231 missing whitespace after ','
+./examples/test_rotpole.py:54:44: E251 unexpected spaces around keyword / parameter equals
+./examples/test_rotpole.py:54:46: E251 unexpected spaces around keyword / parameter equals
+./examples/test_rotpole.py:54:54: E231 missing whitespace after ','
+./examples/test_rotpole.py:54:58: E231 missing whitespace after ','
+./examples/test_rotpole.py:55:2: E231 missing whitespace after ','
+./examples/test_rotpole.py:55:13: E231 missing whitespace after ','
+./examples/test_rotpole.py:57:13: E231 missing whitespace after ','
+./examples/test_rotpole.py:57:15: E231 missing whitespace after ','
+./examples/test_rotpole.py:57:20: E231 missing whitespace after ','
+./examples/test_rotpole.py:58:31: E231 missing whitespace after ','
+./examples/test_rotpole.py:58:35: E231 missing whitespace after ','
+./examples/test_rotpole.py:59:29: E231 missing whitespace after ','
+./examples/test_rotpole.py:59:32: E231 missing whitespace after ','
+./examples/test_rotpole.py:61:78: E202 whitespace before ')'
+./examples/test_rotpole.py:64:2: E225 missing whitespace around operator
+./examples/test_rotpole.py:64:32: E231 missing whitespace after ','
+./examples/test_rotpole.py:64:44: E231 missing whitespace after ','
+./examples/test_rotpole.py:64:60: E231 missing whitespace after ','
+./examples/test_rotpole.py:64:76: E231 missing whitespace after ','
+./examples/test_rotpole.py:64:77: E502 the backslash is redundant between brackets
+./examples/test_rotpole.py:65:19: E251 unexpected spaces around keyword / parameter equals
+./examples/test_rotpole.py:65:21: E251 unexpected spaces around keyword / parameter equals
+./examples/test_rotpole.py:65:29: E231 missing whitespace after ','
+./examples/test_rotpole.py:65:41: E251 unexpected spaces around keyword / parameter equals
+./examples/test_rotpole.py:65:43: E251 unexpected spaces around keyword / parameter equals
+./examples/test_rotpole.py:65:52: E231 missing whitespace after ','
+./examples/test_rotpole.py:65:56: E231 missing whitespace after ','
+./examples/test_rotpole.py:65:57: E502 the backslash is redundant between brackets
+./examples/test_rotpole.py:66:19: E251 unexpected spaces around keyword / parameter equals
+./examples/test_rotpole.py:66:21: E251 unexpected spaces around keyword / parameter equals
+./examples/test_rotpole.py:66:29: E231 missing whitespace after ','
+./examples/test_rotpole.py:66:41: E251 unexpected spaces around keyword / parameter equals
+./examples/test_rotpole.py:66:43: E251 unexpected spaces around keyword / parameter equals
+./examples/test_rotpole.py:66:52: E231 missing whitespace after ','
+./examples/test_rotpole.py:66:56: E231 missing whitespace after ','
+./examples/test_rotpole.py:67:2: E231 missing whitespace after ','
+./examples/test_rotpole.py:67:13: E231 missing whitespace after ','
+./examples/test_rotpole.py:69:13: E231 missing whitespace after ','
+./examples/test_rotpole.py:69:15: E231 missing whitespace after ','
+./examples/test_rotpole.py:69:20: E231 missing whitespace after ','
+./examples/test_rotpole.py:70:31: E231 missing whitespace after ','
+./examples/test_rotpole.py:70:35: E231 missing whitespace after ','
+./examples/test_rotpole.py:71:29: E231 missing whitespace after ','
+./examples/test_rotpole.py:71:32: E231 missing whitespace after ','
+./examples/test_rotpole.py:73:80: E501 line too long (82 > 79 characters)
+./examples/test_rotpole.py:73:81: E202 whitespace before ')'
+./examples/testarcgis.py:9:22: E231 missing whitespace after ','
+./examples/testarcgis.py:10:5: E225 missing whitespace around operator
+./examples/testarcgis.py:11:2: E225 missing whitespace around operator
+./examples/testarcgis.py:11:27: E231 missing whitespace after ','
+./examples/testarcgis.py:11:41: E231 missing whitespace after ','
+./examples/testarcgis.py:11:54: E231 missing whitespace after ','
+./examples/testarcgis.py:11:68: E231 missing whitespace after ','
+./examples/testarcgis.py:11:80: E501 line too long (96 > 79 characters)
+./examples/testarcgis.py:11:81: E231 missing whitespace after ','
+./examples/testarcgis.py:14:31: E231 missing whitespace after ','
+./examples/testarcgis.py:14:35: E231 missing whitespace after ','
+./examples/testarcgis.py:14:39: E231 missing whitespace after ','
+./examples/testarcgis.py:14:49: E231 missing whitespace after ','
+./examples/testarcgis.py:14:51: E231 missing whitespace after ','
+./examples/testarcgis.py:14:53: E231 missing whitespace after ','
+./examples/testarcgis.py:14:56: E231 missing whitespace after ','
+./examples/testarcgis.py:15:30: E231 missing whitespace after ','
+./examples/testarcgis.py:15:33: E231 missing whitespace after ','
+./examples/testarcgis.py:15:37: E231 missing whitespace after ','
+./examples/testarcgis.py:15:47: E231 missing whitespace after ','
+./examples/testarcgis.py:15:49: E231 missing whitespace after ','
+./examples/testarcgis.py:15:51: E231 missing whitespace after ','
+./examples/testarcgis.py:15:54: E231 missing whitespace after ','
+./examples/testarcgis.py:16:31: E231 missing whitespace after ','
+./examples/testarcgis.py:17:44: E228 missing whitespace around modulo operator
+./examples/testarcgis.py:19:22: E231 missing whitespace after ','
+./examples/testarcgis.py:20:12: E702 multiple statements on one line (semicolon)
+./examples/testarcgis.py:20:30: E702 multiple statements on one line (semicolon)
+./examples/testarcgis.py:21:2: E225 missing whitespace around operator
+./examples/testarcgis.py:21:20: E231 missing whitespace after ','
+./examples/testarcgis.py:21:35: E231 missing whitespace after ','
+./examples/testarcgis.py:21:47: E231 missing whitespace after ','
+./examples/testarcgis.py:24:31: E231 missing whitespace after ','
+./examples/testarcgis.py:24:35: E231 missing whitespace after ','
+./examples/testarcgis.py:24:39: E231 missing whitespace after ','
+./examples/testarcgis.py:24:49: E231 missing whitespace after ','
+./examples/testarcgis.py:24:51: E231 missing whitespace after ','
+./examples/testarcgis.py:24:53: E231 missing whitespace after ','
+./examples/testarcgis.py:24:56: E231 missing whitespace after ','
+./examples/testarcgis.py:25:28: E231 missing whitespace after ','
+./examples/testarcgis.py:25:31: E231 missing whitespace after ','
+./examples/testarcgis.py:25:35: E231 missing whitespace after ','
+./examples/testarcgis.py:25:45: E231 missing whitespace after ','
+./examples/testarcgis.py:25:47: E231 missing whitespace after ','
+./examples/testarcgis.py:25:49: E231 missing whitespace after ','
+./examples/testarcgis.py:25:52: E231 missing whitespace after ','
+./examples/testarcgis.py:26:31: E231 missing whitespace after ','
+./examples/testarcgis.py:29:23: E231 missing whitespace after ','
+./examples/testarcgis.py:30:12: E702 multiple statements on one line (semicolon)
+./examples/testarcgis.py:30:19: E225 missing whitespace around operator
+./examples/testarcgis.py:30:26: E702 multiple statements on one line (semicolon)
+./examples/testarcgis.py:31:2: E225 missing whitespace around operator
+./examples/testarcgis.py:31:20: E231 missing whitespace after ','
+./examples/testarcgis.py:31:35: E231 missing whitespace after ','
+./examples/testarcgis.py:31:47: E231 missing whitespace after ','
+./examples/testarcgis.py:33:56: E231 missing whitespace after ','
+./examples/testarcgis.py:33:73: E231 missing whitespace after ','
+./examples/testarcgis.py:33:80: E501 line too long (86 > 79 characters)
+./examples/testarcgis.py:34:31: E231 missing whitespace after ','
+./examples/testarcgis.py:34:35: E231 missing whitespace after ','
+./examples/testarcgis.py:34:38: E231 missing whitespace after ','
+./examples/testarcgis.py:34:48: E231 missing whitespace after ','
+./examples/testarcgis.py:34:50: E231 missing whitespace after ','
+./examples/testarcgis.py:34:52: E231 missing whitespace after ','
+./examples/testarcgis.py:35:28: E231 missing whitespace after ','
+./examples/testarcgis.py:35:31: E231 missing whitespace after ','
+./examples/testarcgis.py:35:34: E231 missing whitespace after ','
+./examples/testarcgis.py:35:44: E231 missing whitespace after ','
+./examples/testarcgis.py:35:46: E231 missing whitespace after ','
+./examples/testarcgis.py:35:48: E231 missing whitespace after ','
+./examples/testarcgis.py:39:22: E231 missing whitespace after ','
+./examples/testarcgis.py:40:12: E702 multiple statements on one line (semicolon)
+./examples/testarcgis.py:40:24: E702 multiple statements on one line (semicolon)
+./examples/testarcgis.py:40:35: E702 multiple statements on one line (semicolon)
+./examples/testarcgis.py:40:47: E702 multiple statements on one line (semicolon)
+./examples/testarcgis.py:40:55: E225 missing whitespace around operator
+./examples/testarcgis.py:41:2: E225 missing whitespace around operator
+./examples/testarcgis.py:41:20: E231 missing whitespace after ','
+./examples/testarcgis.py:41:35: E231 missing whitespace after ','
+./examples/testarcgis.py:41:50: E231 missing whitespace after ','
+./examples/testarcgis.py:41:65: E231 missing whitespace after ','
+./examples/testarcgis.py:41:66: E502 the backslash is redundant between brackets
+./examples/testarcgis.py:42:12: E127 continuation line over-indented for visual indent
+./examples/testarcgis.py:42:26: E231 missing whitespace after ','
+./examples/testarcgis.py:44:41: E231 missing whitespace after ','
+./examples/testarcgis.py:44:54: E231 missing whitespace after ','
+./examples/testarcgis.py:44:66: E231 missing whitespace after ','
+./examples/testarcgis.py:44:80: E501 line too long (90 > 79 characters)
+./examples/testarcgis.py:45:31: E231 missing whitespace after ','
+./examples/testarcgis.py:45:35: E231 missing whitespace after ','
+./examples/testarcgis.py:45:38: E231 missing whitespace after ','
+./examples/testarcgis.py:45:48: E231 missing whitespace after ','
+./examples/testarcgis.py:45:50: E231 missing whitespace after ','
+./examples/testarcgis.py:45:52: E231 missing whitespace after ','
+./examples/testarcgis.py:46:28: E231 missing whitespace after ','
+./examples/testarcgis.py:46:31: E231 missing whitespace after ','
+./examples/testarcgis.py:46:34: E231 missing whitespace after ','
+./examples/testarcgis.py:46:44: E231 missing whitespace after ','
+./examples/testarcgis.py:46:46: E231 missing whitespace after ','
+./examples/testarcgis.py:46:48: E231 missing whitespace after ','
+./examples/testgdal.py:4:78: W291 trailing whitespace
+./examples/testgdal.py:19:23: E702 multiple statements on one line (semicolon)
+./examples/testgdal.py:23:48: E261 at least two spaces before inline comment
+./examples/testgdal.py:25:29: E231 missing whitespace after ','
+./examples/testgdal.py:27:27: E231 missing whitespace after ','
+./examples/testgdal.py:27:40: E231 missing whitespace after ','
+./examples/testgdal.py:27:54: E231 missing whitespace after ','
+./examples/testgdal.py:28:29: E231 missing whitespace after ','
+./examples/testgdal.py:28:38: E231 missing whitespace after ','
+./examples/testgdal.py:28:47: E231 missing whitespace after ','
+./examples/testgdal.py:30:80: E501 line too long (82 > 79 characters)
+./examples/testgdal.py:31:37: E231 missing whitespace after ','
+./examples/testgdal.py:31:40: E231 missing whitespace after ','
+./examples/testgdal.py:33:34: E702 multiple statements on one line (semicolon)
+./examples/testgdal.py:34:36: E231 missing whitespace after ','
+./examples/testgdal.py:34:41: E231 missing whitespace after ','
+./examples/testgdal.py:34:46: E231 missing whitespace after ','
+./examples/testgdal.py:34:49: E231 missing whitespace after ','
+./examples/testgdal.py:34:52: E231 missing whitespace after ','
+./examples/testgdal.py:36:22: E231 missing whitespace after ','
+./examples/testgdal.py:38:29: E231 missing whitespace after ','
+./examples/testgdal.py:38:32: E231 missing whitespace after ','
+./examples/testgdal.py:38:36: E231 missing whitespace after ','
+./examples/testgdal.py:38:46: E231 missing whitespace after ','
+./examples/testgdal.py:38:48: E231 missing whitespace after ','
+./examples/testgdal.py:38:50: E231 missing whitespace after ','
+./examples/testgdal.py:39:31: E231 missing whitespace after ','
+./examples/testgdal.py:39:35: E231 missing whitespace after ','
+./examples/testgdal.py:39:39: E231 missing whitespace after ','
+./examples/testgdal.py:39:49: E231 missing whitespace after ','
+./examples/testgdal.py:39:51: E231 missing whitespace after ','
+./examples/testgdal.py:39:53: E231 missing whitespace after ','
+./examples/testgdal.py:41:13: E211 whitespace before '('
+./examples/testgdal.py:42:18: E261 at least two spaces before inline comment
+./examples/testgdal.py:43:15: E261 at least two spaces before inline comment
+./examples/testgdal.py:45:31: W291 trailing whitespace
+./examples/testgdal.py:48:40: E261 at least two spaces before inline comment
+./examples/testgdal.py:53:26: E231 missing whitespace after ','
+./examples/testgdal.py:55:21: E231 missing whitespace after ','
+./examples/testgdal.py:55:23: E231 missing whitespace after ','
+./examples/testgdal.py:56:14: E261 at least two spaces before inline comment
+./examples/testgdal.py:57:30: E201 whitespace after '('
+./examples/testgdal.py:58:41: E201 whitespace after '('
+./examples/testgdal.py:58:45: E202 whitespace before ')'
+./examples/testgdal.py:61:30: E231 missing whitespace after ','
+./examples/testgdal.py:62:25: E231 missing whitespace after ','
+./examples/testgdal.py:62:27: E231 missing whitespace after ','
+./examples/testgdal.py:65:73: E231 missing whitespace after ','
+./examples/testgdal.py:65:80: E501 line too long (80 > 79 characters)
+./examples/testwmsimage.py:9:1: F401 'pyproj' imported but unused
+./examples/testwmsimage.py:15:10: E225 missing whitespace around operator
+./examples/testwmsimage.py:15:80: E501 line too long (119 > 79 characters)
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+./packages/basemap_data/utils/readboundaries.py:179:54: E231 missing whitespace after ','
+./packages/basemap_data/utils/readboundaries.py:179:57: E231 missing whitespace after ','
+./packages/basemap_data/utils/readboundaries.py:179:80: E501 line too long (99 > 79 characters)
+./packages/basemap_data/utils/readboundaries_shp.py:64:10: E999 SyntaxError: Missing parentheses in call to 'print'. Did you mean print(...)?
+./packages/basemap_data/utils/update_landmasks.py:30:10: E999 SyntaxError: Missing parentheses in call to 'print'. Did you mean print(...)?
+./test_lines_zero_width.py:11:54: E231 missing whitespace after ','
+./test_lines_zero_width.py:11:56: E231 missing whitespace after ','
+./test_lines_zero_width.py:11:58: E231 missing whitespace after ','
+./test_lines_zero_width.py:12:56: E231 missing whitespace after ','
+./test_lines_zero_width.py:12:58: E231 missing whitespace after ','
+./test_lines_zero_width.py:12:60: E231 missing whitespace after ','
+./test_lines_zero_width.py:20:54: E231 missing whitespace after ','
+./test_lines_zero_width.py:20:56: E231 missing whitespace after ','
+./test_lines_zero_width.py:20:58: E231 missing whitespace after ','
+./test_lines_zero_width.py:21:56: E231 missing whitespace after ','
+./test_lines_zero_width.py:21:58: E231 missing whitespace after ','
+./test_lines_zero_width.py:21:60: E231 missing whitespace after ','
+./tests/test_shiftdata_rounding.py:4:1: E302 expected 2 blank lines, found 1
+./tests/test_shiftdata_rounding.py:17:43: W292 no newline at end of file
diff --git a/Downloads/basemap-develop/packages/basemap/.pylintrc b/Downloads/basemap-develop/packages/basemap/.pylintrc
new file mode 100644
index 000000000..cba37d0fb
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/.pylintrc
@@ -0,0 +1,529 @@
+[MASTER]
+
+# A comma-separated list of package or module names from where C extensions may
+# be loaded. Extensions are loading into the active Python interpreter and may
+# run arbitrary code.
+extension-pkg-whitelist=numpy,
+ _geoslib
+
+# Add files or directories to the blacklist. They should be base names, not
+# paths.
+ignore=CVS
+
+# Add files or directories matching the regex patterns to the blacklist. The
+# regex matches against base names, not paths.
+ignore-patterns=
+
+# Python code to execute, usually for sys.path manipulation such as
+# pygtk.require().
+init-hook="import sys; sys.path.insert(0, 'src'); sys.setrecursionlimit(8 * sys.getrecursionlimit())"
+
+# Use multiple processes to speed up Pylint. Specifying 0 will auto-detect the
+# number of processors available to use.
+jobs=1
+
+# Control the amount of potential inferred values when inferring a single
+# object. This can help the performance when dealing with large functions or
+# complex, nested conditions.
+limit-inference-results=100
+
+# List of plugins (as comma separated values of python module names) to load,
+# usually to register additional checkers.
+load-plugins=
+
+# Pickle collected data for later comparisons.
+persistent=yes
+
+# Specify a configuration file.
+#rcfile=
+
+# When enabled, pylint would attempt to guess common misconfiguration and emit
+# user-friendly hints instead of false-positive error messages.
+suggestion-mode=yes
+
+# Allow loading of arbitrary C extensions. Extensions are imported into the
+# active Python interpreter and may run arbitrary code.
+unsafe-load-any-extension=no
+
+
+[MESSAGES CONTROL]
+
+# Only show warnings with the listed confidence levels. Leave empty to show
+# all. Valid levels: HIGH, INFERENCE, INFERENCE_FAILURE, UNDEFINED.
+confidence=
+
+# Disable the message, report, category or checker with the given id(s). You
+# can either give multiple identifiers separated by comma (,) or put this
+# option multiple times (only on the command line, not in the configuration
+# file where it should appear only once). You can also use "--disable=all" to
+# disable everything first and then reenable specific checks. For example, if
+# you want to run only the similarities checker, you can use "--disable=all
+# --enable=similarities". If you want to run only the classes checker, but have
+# no Warning level messages displayed, use "--disable=all --enable=classes
+# --disable=W".
+disable=
+ # Allow freedom with imports.
+ import-outside-toplevel,
+ # Allow freedom with globals.
+ global-statement,
+ global-variable-not-assigned,
+ global-variable-undefined,
+ undefined-all-variable,
+ # Allow freedom with inheritance.
+ useless-object-inheritance,
+ super-with-arguments,
+ # Allow assigning to returned None.
+ assignment-from-no-return,
+ assignment-from-none,
+ # Allow freedom with error raises.
+ raise-missing-from,
+ # Allow freedom with using lambda functions.
+ unnecessary-lambda-assignment,
+ # Allow freedom with old ways of doing things.
+ use-dict-literal,
+ consider-using-f-string,
+ # Allow freedom with multiline indentation.
+ useless-option-value,
+ bad-continuation
+
+# Enable the message, report, category or checker with the given id(s). You can
+# either give multiple identifier separated by comma (,) or put this option
+# multiple time (only on the command line, not in the configuration file where
+# it should appear only once). See also the "--disable" option for examples.
+enable=c-extension-no-member
+
+
+[REPORTS]
+
+# Python expression which should return a score less than or equal to 10. You
+# have access to the variables 'error', 'warning', 'refactor', and 'convention'
+# which contain the number of messages in each category, as well as 'statement'
+# which is the total number of statements analyzed. This score is used by the
+# global evaluation report (RP0004).
+evaluation=10.0 - ((float(5 * error + warning + refactor + convention) / statement) * 10)
+
+# Template used to display messages. This is a python new-style format string
+# used to format the message information. See doc for all details.
+#msg-template=
+
+# Set the output format. Available formats are text, parseable, colorized, json
+# and msvs (visual studio). You can also give a reporter class, e.g.
+# mypackage.mymodule.MyReporterClass.
+output-format=text
+
+# Tells whether to display a full report or only the messages.
+reports=no
+
+# Activate the evaluation score.
+score=yes
+
+
+[REFACTORING]
+
+# Maximum number of nested blocks for function / method body
+max-nested-blocks=6
+
+# Complete name of functions that never returns. When checking for
+# inconsistent-return-statements if a never returning function is called then
+# it will be considered as an explicit return statement and no message will be
+# printed.
+never-returning-functions=sys.exit
+
+
+[BASIC]
+
+# Naming style matching correct argument names.
+argument-naming-style=snake_case
+
+# Regular expression matching correct argument names. Overrides argument-
+# naming-style.
+#argument-rgx=
+
+# Naming style matching correct attribute names.
+attr-naming-style=snake_case
+
+# Regular expression matching correct attribute names. Overrides attr-naming-
+# style.
+#attr-rgx=
+
+# Bad variable names which should always be refused, separated by a comma.
+bad-names=foo,
+ bar,
+ baz,
+ toto,
+ tutu,
+ tata
+
+# Naming style matching correct class attribute names.
+class-attribute-naming-style=any
+
+# Regular expression matching correct class attribute names. Overrides class-
+# attribute-naming-style.
+#class-attribute-rgx=
+
+# Naming style matching correct class names.
+class-naming-style=PascalCase
+
+# Regular expression matching correct class names. Overrides class-naming-
+# style.
+#class-rgx=
+
+# Naming style matching correct constant names.
+const-naming-style=any
+
+# Regular expression matching correct constant names. Overrides const-naming-
+# style.
+#const-rgx=
+
+# Minimum line length for functions/classes that require docstrings, shorter
+# ones are exempt.
+docstring-min-length=-1
+
+# Naming style matching correct function names.
+function-naming-style=snake_case
+
+# Regular expression matching correct function names. Overrides function-
+# naming-style.
+#function-rgx=
+
+# Good variable names which should always be accepted, separated by a comma.
+good-names=i, j, k, m, n,
+ t, x, y, z, xy,
+ nx, dx, x1, x2,
+ ny, dy, y1, y2,
+ fd, ax, h,
+ _
+
+# Include a hint for the correct naming format with invalid-name.
+include-naming-hint=no
+
+# Naming style matching correct inline iteration names.
+inlinevar-naming-style=snake_case
+
+# Regular expression matching correct inline iteration names. Overrides
+# inlinevar-naming-style.
+#inlinevar-rgx=
+
+# Naming style matching correct method names.
+method-naming-style=snake_case
+
+# Regular expression matching correct method names. Overrides method-naming-
+# style.
+#method-rgx=
+
+# Naming style matching correct module names.
+#module-naming-style=snake_case
+
+# Regular expression matching correct module names. Overrides module-naming-
+# style.
+module-rgx=^(test_)?((?P_{0,2}[a-z][a-z0-9_]{1,29}_{0,2})|(?P_?[A-Z][a-zA-Z0-9]{1,29}_{0,2}))$
+
+# Colon-delimited sets of names that determine each other's naming style when
+# the name regexes allow several styles.
+name-group=
+
+# Regular expression which should only match function or class names that do
+# not require a docstring.
+no-docstring-rgx=^_
+
+# List of decorators that produce properties, such as abc.abstractproperty. Add
+# to this list to register other decorators that produce valid properties.
+# These decorators are taken in consideration only for invalid-name.
+property-classes=abc.abstractproperty
+
+# Naming style matching correct variable names.
+variable-naming-style=snake_case
+
+# Regular expression matching correct variable names. Overrides variable-
+# naming-style.
+#variable-rgx=
+
+
+[FORMAT]
+
+# Expected format of line ending, e.g. empty (any line ending), LF or CRLF.
+expected-line-ending-format=LF
+
+# Regexp for a line that is allowed to be longer than the limit.
+ignore-long-lines=^\s*(# )??$
+
+# Number of spaces of indent required inside a hanging or continued line.
+indent-after-paren=4
+
+# String used as indentation unit. This is usually " " (4 spaces) or "\t" (1
+# tab).
+indent-string=" "
+
+# Maximum number of characters on a single line.
+max-line-length=99
+
+# Maximum number of lines in a module.
+max-module-lines=999
+
+# Allow the body of a class to be on the same line as the declaration if body
+# contains single statement.
+single-line-class-stmt=no
+
+# Allow the body of an if to be on the same line as the test if there is no
+# else.
+single-line-if-stmt=no
+
+
+[LOGGING]
+
+# Format style used to check logging format string. `old` means using %
+# formatting, `new` is for `{}` formatting, and `fstr` is for f-strings.
+logging-format-style=new
+
+# Logging modules to check that the string format arguments are in logging
+# function parameter format.
+logging-modules=logging
+
+
+[MISCELLANEOUS]
+
+# List of note tags to take in consideration, separated by a comma.
+notes=FIXME,
+ XXX,
+ TODO
+
+
+[SIMILARITIES]
+
+# Ignore comments when computing similarities.
+ignore-comments=yes
+
+# Ignore docstrings when computing similarities.
+ignore-docstrings=yes
+
+# Ignore imports when computing similarities.
+ignore-imports=no
+
+# Minimum lines number of a similarity.
+min-similarity-lines=16
+
+
+[SPELLING]
+
+# Limits count of emitted suggestions for spelling mistakes.
+max-spelling-suggestions=4
+
+# Spelling dictionary name. Available dictionaries: none. To make it work,
+# install the python-enchant package.
+spelling-dict=
+
+# List of comma separated words that should not be checked.
+spelling-ignore-words=
+
+# A path to a file that contains the private dictionary; one word per line.
+spelling-private-dict-file=
+
+# Tells whether to store unknown words to the private dictionary (see the
+# --spelling-private-dict-file option) instead of raising a message.
+spelling-store-unknown-words=no
+
+
+[STRING]
+
+# This flag controls whether the implicit-str-concat-in-sequence should
+# generate a warning on implicit string concatenation in sequences defined over
+# several lines.
+check-str-concat-over-line-jumps=no
+
+
+[TYPECHECK]
+
+# List of decorators that produce context managers, such as
+# contextlib.contextmanager. Add to this list to register other decorators that
+# produce valid context managers.
+contextmanager-decorators=contextlib.contextmanager
+
+# List of members which are set dynamically and missed by pylint inference
+# system, and so shouldn't trigger E1101 when accessed. Python regular
+# expressions are accepted.
+generated-members=numpy,
+ pyproj,
+ netCDF4,
+ mpl_toolkits.basemap.Basemap
+
+# Tells whether missing members accessed in mixin class should be ignored. A
+# mixin class is detected if its name ends with "mixin" (case insensitive).
+ignore-mixin-members=yes
+
+# Tells whether to warn about missing members when the owner of the attribute
+# is inferred to be None.
+ignore-none=yes
+
+# This flag controls whether pylint should warn about no-member and similar
+# checks whenever an opaque object is returned when inferring. The inference
+# can return multiple potential results while evaluating a Python object, but
+# some branches might not be evaluated, which results in partial inference. In
+# that case, it might be useful to still emit no-member and other checks for
+# the rest of the inferred objects.
+ignore-on-opaque-inference=yes
+
+# List of class names for which member attributes should not be checked (useful
+# for classes with dynamically set attributes). This supports the use of
+# qualified names.
+ignored-classes=optparse.Values,
+ thread._local,
+ _thread._local
+
+# List of module names for which member attributes should not be checked
+# (useful for modules/projects where namespaces are manipulated during runtime
+# and thus existing member attributes cannot be deduced by static analysis). It
+# supports qualified module names, as well as Unix pattern matching.
+ignored-modules=_geoslib
+
+# Show a hint with possible names when a member name was not found. The aspect
+# of finding the hint is based on edit distance.
+missing-member-hint=yes
+
+# The minimum edit distance a name should have in order to be considered a
+# similar match for a missing member name.
+missing-member-hint-distance=1
+
+# The total number of similar names that should be taken in consideration when
+# showing a hint for a missing member.
+missing-member-max-choices=1
+
+# List of decorators that change the signature of a decorated function.
+signature-mutators=
+
+
+[VARIABLES]
+
+# List of additional names supposed to be defined in builtins. Remember that
+# you should avoid defining new builtins when possible.
+additional-builtins=
+
+# Tells whether unused global variables should be treated as a violation.
+allow-global-unused-variables=yes
+
+# List of strings which can identify a callback function by name. A callback
+# name must start or end with one of those strings.
+callbacks=cb_,
+ _cb
+
+# A regular expression matching the name of dummy variables (i.e. expected to
+# not be used).
+dummy-variables-rgx=_+$|(_[a-zA-Z0-9_]*[a-zA-Z0-9]+?$)|dummy|^ignored_|^unused_
+
+# Argument names that match this expression will be ignored. Default to name
+# with leading underscore.
+ignored-argument-names=_.*|^ignored_|^unused_
+
+# Tells whether we should check for unused import in __init__ files.
+init-import=no
+
+# List of qualified module names which can have objects that can redefine
+# builtins.
+redefining-builtins-modules=past.builtins,
+ future.builtins,
+ builtins,
+ io
+
+
+[CLASSES]
+
+# List of method names used to declare (i.e. assign) instance attributes.
+defining-attr-methods=__init__,
+ __new__,
+ setUp,
+ __post_init__
+
+# List of member names, which should be excluded from the protected access
+# warning.
+exclude-protected=_asdict,
+ _fields,
+ _replace,
+ _source,
+ _make
+
+# List of valid names for the first argument in a class method.
+valid-classmethod-first-arg=cls
+
+# List of valid names for the first argument in a metaclass class method.
+valid-metaclass-classmethod-first-arg=mcs
+
+
+[DESIGN]
+
+# Maximum number of arguments for function / method (see R0913).
+max-args=6
+
+# Maximum number of attributes for a class (see R0902).
+max-attributes=12
+
+# Maximum number of boolean expressions in an if statement (see R0916).
+max-bool-expr=6
+
+# Maximum number of branch for function / method body (see R0912).
+max-branches=24
+
+# Maximum number of locals for function / method body (see R0914).
+max-locals=24
+
+# Maximum number of parents for a class (see R0901).
+max-parents=18
+
+# Maximum number of public methods for a class (see R0904).
+max-public-methods=90
+
+# Maximum number of return / yield for function / method body.
+max-returns=6
+
+# Maximum number of statements in function / method body (see R0915).
+max-statements=90
+
+# Minimum number of public methods for a class (see R0903).
+min-public-methods=1
+
+
+[IMPORTS]
+
+# List of modules that can be imported at any level, not just the top level
+# one.
+allow-any-import-level=
+
+# Allow wildcard imports from modules that define __all__.
+allow-wildcard-with-all=no
+
+# Analyse import fallback blocks. This can be used to support both Python 2 and
+# 3 compatible code, which means that the block might have code that exists
+# only in one or another interpreter, leading to false positives when analysed.
+analyse-fallback-blocks=no
+
+# Deprecated modules which should not be used, separated by a comma.
+deprecated-modules=optparse,
+ tkinter.tix
+
+# Create a graph of external dependencies in the given file (report RP0402 must
+# not be disabled).
+ext-import-graph=
+
+# Create a graph of every (i.e. internal and external) dependencies in the
+# given file (report RP0402 must not be disabled).
+import-graph=
+
+# Create a graph of internal dependencies in the given file (report RP0402 must
+# not be disabled).
+int-import-graph=
+
+# Force import order to recognize a module as part of the standard
+# compatibility libraries.
+known-standard-library=
+
+# Force import order to recognize a module as part of a third party library.
+known-third-party=enchant
+
+# Couples of modules and preferred modules, separated by a comma.
+preferred-modules=
+
+
+[EXCEPTIONS]
+
+# Exceptions that will emit a warning when being caught. Defaults to
+# "builtins.BaseException, builtins.Exception".
+overgeneral-exceptions=builtins.BaseException,
+ builtins.Exception
diff --git a/Downloads/basemap-develop/packages/basemap/LICENSE b/Downloads/basemap-develop/packages/basemap/LICENSE
new file mode 100644
index 000000000..68cbd3d24
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/LICENSE
@@ -0,0 +1,21 @@
+Copyright (c) 2011-2014 Jeffrey Whitaker
+Copyright (c) 2015-2025 The Matplotlib development team
+
+Permission is hereby granted, free of charge, to any person obtaining
+a copy of this software and associated documentation files (the
+"Software"), to deal in the Software without restriction, including
+without limitation the rights to use, copy, modify, merge, publish,
+distribute, sublicense, and/or sell copies of the Software, and to
+permit persons to whom the Software is furnished to do so, subject to
+the following conditions:
+
+The above copyright notice and this permission notice shall be
+included in all copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND,
+EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF
+MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE
+LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION
+OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION
+WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
diff --git a/Downloads/basemap-develop/packages/basemap/LICENSE.geos b/Downloads/basemap-develop/packages/basemap/LICENSE.geos
new file mode 100644
index 000000000..f166cc57b
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/LICENSE.geos
@@ -0,0 +1,502 @@
+ GNU LESSER GENERAL PUBLIC LICENSE
+ Version 2.1, February 1999
+
+ Copyright (C) 1991, 1999 Free Software Foundation, Inc.
+ 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA
+ Everyone is permitted to copy and distribute verbatim copies
+ of this license document, but changing it is not allowed.
+
+[This is the first released version of the Lesser GPL. It also counts
+ as the successor of the GNU Library Public License, version 2, hence
+ the version number 2.1.]
+
+ Preamble
+
+ The licenses for most software are designed to take away your
+freedom to share and change it. By contrast, the GNU General Public
+Licenses are intended to guarantee your freedom to share and change
+free software--to make sure the software is free for all its users.
+
+ This license, the Lesser General Public License, applies to some
+specially designated software packages--typically libraries--of the
+Free Software Foundation and other authors who decide to use it. You
+can use it too, but we suggest you first think carefully about whether
+this license or the ordinary General Public License is the better
+strategy to use in any particular case, based on the explanations below.
+
+ When we speak of free software, we are referring to freedom of use,
+not price. Our General Public Licenses are designed to make sure that
+you have the freedom to distribute copies of free software (and charge
+for this service if you wish); that you receive source code or can get
+it if you want it; that you can change the software and use pieces of
+it in new free programs; and that you are informed that you can do
+these things.
+
+ To protect your rights, we need to make restrictions that forbid
+distributors to deny you these rights or to ask you to surrender these
+rights. These restrictions translate to certain responsibilities for
+you if you distribute copies of the library or if you modify it.
+
+ For example, if you distribute copies of the library, whether gratis
+or for a fee, you must give the recipients all the rights that we gave
+you. You must make sure that they, too, receive or can get the source
+code. If you link other code with the library, you must provide
+complete object files to the recipients, so that they can relink them
+with the library after making changes to the library and recompiling
+it. And you must show them these terms so they know their rights.
+
+ We protect your rights with a two-step method: (1) we copyright the
+library, and (2) we offer you this license, which gives you legal
+permission to copy, distribute and/or modify the library.
+
+ To protect each distributor, we want to make it very clear that
+there is no warranty for the free library. Also, if the library is
+modified by someone else and passed on, the recipients should know
+that what they have is not the original version, so that the original
+author's reputation will not be affected by problems that might be
+introduced by others.
+
+ Finally, software patents pose a constant threat to the existence of
+any free program. We wish to make sure that a company cannot
+effectively restrict the users of a free program by obtaining a
+restrictive license from a patent holder. Therefore, we insist that
+any patent license obtained for a version of the library must be
+consistent with the full freedom of use specified in this license.
+
+ Most GNU software, including some libraries, is covered by the
+ordinary GNU General Public License. This license, the GNU Lesser
+General Public License, applies to certain designated libraries, and
+is quite different from the ordinary General Public License. We use
+this license for certain libraries in order to permit linking those
+libraries into non-free programs.
+
+ When a program is linked with a library, whether statically or using
+a shared library, the combination of the two is legally speaking a
+combined work, a derivative of the original library. The ordinary
+General Public License therefore permits such linking only if the
+entire combination fits its criteria of freedom. The Lesser General
+Public License permits more lax criteria for linking other code with
+the library.
+
+ We call this license the "Lesser" General Public License because it
+does Less to protect the user's freedom than the ordinary General
+Public License. It also provides other free software developers Less
+of an advantage over competing non-free programs. These disadvantages
+are the reason we use the ordinary General Public License for many
+libraries. However, the Lesser license provides advantages in certain
+special circumstances.
+
+ For example, on rare occasions, there may be a special need to
+encourage the widest possible use of a certain library, so that it becomes
+a de-facto standard. To achieve this, non-free programs must be
+allowed to use the library. A more frequent case is that a free
+library does the same job as widely used non-free libraries. In this
+case, there is little to gain by limiting the free library to free
+software only, so we use the Lesser General Public License.
+
+ In other cases, permission to use a particular library in non-free
+programs enables a greater number of people to use a large body of
+free software. For example, permission to use the GNU C Library in
+non-free programs enables many more people to use the whole GNU
+operating system, as well as its variant, the GNU/Linux operating
+system.
+
+ Although the Lesser General Public License is Less protective of the
+users' freedom, it does ensure that the user of a program that is
+linked with the Library has the freedom and the wherewithal to run
+that program using a modified version of the Library.
+
+ The precise terms and conditions for copying, distribution and
+modification follow. Pay close attention to the difference between a
+"work based on the library" and a "work that uses the library". The
+former contains code derived from the library, whereas the latter must
+be combined with the library in order to run.
+
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+
+
+ Copyright (C)
+
+ This library is free software; you can redistribute it and/or
+ modify it under the terms of the GNU Lesser General Public
+ License as published by the Free Software Foundation; either
+ version 2.1 of the License, or (at your option) any later version.
+
+ This library is distributed in the hope that it will be useful,
+ but WITHOUT ANY WARRANTY; without even the implied warranty of
+ MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
+ Lesser General Public License for more details.
+
+ You should have received a copy of the GNU Lesser General Public
+ License along with this library; if not, write to the Free Software
+ Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA
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+
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+ library `Frob' (a library for tweaking knobs) written by James Random Hacker.
+
+ , 1 April 1990
+ Ty Coon, President of Vice
+
+That's all there is to it!
\ No newline at end of file
diff --git a/Downloads/basemap-develop/packages/basemap/MANIFEST.in b/Downloads/basemap-develop/packages/basemap/MANIFEST.in
new file mode 100644
index 000000000..93b419369
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/MANIFEST.in
@@ -0,0 +1,9 @@
+include requirements*.txt
+recursive-include doc *
+recursive-exclude doc/build *
+recursive-include test *
+recursive-include utils *.py
+recursive-exclude **/__pycache__ *
+recursive-exclude **/.DS_Store *
+exclude **/*.pyc
+exclude **/.gitkeep
diff --git a/Downloads/basemap-develop/packages/basemap/README.md b/Downloads/basemap-develop/packages/basemap/README.md
new file mode 100644
index 000000000..be631e774
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/README.md
@@ -0,0 +1,50 @@
+# basemap
+
+Plot on map projections (with coastlines and political boundaries) using
+[`matplotlib`].
+
+This package depends on the support package [`basemap-data`] with the
+basic [`basemap`] data assets, and optionally on the support package
+[`basemap-data-hires`] with high-resolution data assets.
+
+## Installation
+
+Precompiled binary wheels for Windows and GNU/Linux are available in
+PyPI (architectures x86 and x64, Python 2.7 and 3.5+) and can be
+installed with [`pip`]:
+```sh
+python -m pip install basemap
+```
+
+If you need to install from source, please visit the
+[GitHub repository](https://github.com/matplotlib/basemap) for a
+step-by-step description.
+
+## License
+
+The library is licensed under the terms of the [MIT] license (see
+[`LICENSE`]). The GEOS dynamic library bundled with the package wheels
+is provided under the terms of the [LGPLv2.1] license as given in
+[`LICENSE.geos`].
+
+
+[`matplotlib`]:
+https://matplotlib.org/
+[`basemap`]:
+https://matplotlib.org/basemap/
+[`basemap-data`]:
+https://pypi.org/project/basemap-data
+[`basemap-data-hires`]:
+https://pypi.org/project/basemap-data-hires
+[`pip`]:
+https://pip.pypa.io/
+
+[LGPLv2.1]:
+https://spdx.org/licenses/LGPL-2.1-only.html
+[MIT]:
+https://spdx.org/licenses/MIT.html
+
+[`LICENSE`]:
+https://github.com/matplotlib/basemap/blob/v1.4.1/packages/basemap/LICENSE
+[`LICENSE.geos`]:
+https://github.com/matplotlib/basemap/blob/v1.4.1/packages/basemap/LICENSE.geos
diff --git a/Downloads/basemap-develop/packages/basemap/doc/Makefile b/Downloads/basemap-develop/packages/basemap/doc/Makefile
new file mode 100644
index 000000000..69fe55ecf
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/Makefile
@@ -0,0 +1,19 @@
+# Minimal makefile for Sphinx documentation
+#
+
+# You can set these variables from the command line.
+SPHINXOPTS =
+SPHINXBUILD = sphinx-build
+SOURCEDIR = source
+BUILDDIR = build
+
+# Put it first so that "make" without argument is like "make help".
+help:
+ @$(SPHINXBUILD) -M help "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O)
+
+.PHONY: help Makefile
+
+# Catch-all target: route all unknown targets to Sphinx using the new
+# "make mode" option. $(O) is meant as a shortcut for $(SPHINXOPTS).
+%: Makefile
+ @$(SPHINXBUILD) -M $@ "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O)
\ No newline at end of file
diff --git a/Downloads/basemap-develop/packages/basemap/doc/README.txt b/Downloads/basemap-develop/packages/basemap/doc/README.txt
new file mode 100644
index 000000000..a5e980b65
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/README.txt
@@ -0,0 +1,11 @@
+To build docs ....
+
+* install sphinx.
+
+* run 'python make.py html'. Entry point is build/html/index.html.
+
+* to update on github site:
+ checkout gh-pages basemap branch in ../../basemap.git.web
+ (cd ../..; git clone git@github.com:matplotlib/basemap.git -b gh-pages basemap.git.web)
+ rsync -vaz build/html/ ../../basemap.git.web
+ go to basemap.git.web, commit and push the updates.
diff --git a/Downloads/basemap-develop/packages/basemap/doc/make.bat b/Downloads/basemap-develop/packages/basemap/doc/make.bat
new file mode 100644
index 000000000..4d9eb83d9
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/make.bat
@@ -0,0 +1,35 @@
+@ECHO OFF
+
+pushd %~dp0
+
+REM Command file for Sphinx documentation
+
+if "%SPHINXBUILD%" == "" (
+ set SPHINXBUILD=sphinx-build
+)
+set SOURCEDIR=source
+set BUILDDIR=build
+
+if "%1" == "" goto help
+
+%SPHINXBUILD% >NUL 2>NUL
+if errorlevel 9009 (
+ echo.
+ echo.The 'sphinx-build' command was not found. Make sure you have Sphinx
+ echo.installed, then set the SPHINXBUILD environment variable to point
+ echo.to the full path of the 'sphinx-build' executable. Alternatively you
+ echo.may add the Sphinx directory to PATH.
+ echo.
+ echo.If you don't have Sphinx installed, grab it from
+ echo.http://sphinx-doc.org/
+ exit /b 1
+)
+
+%SPHINXBUILD% -M %1 %SOURCEDIR% %BUILDDIR% %SPHINXOPTS%
+goto end
+
+:help
+%SPHINXBUILD% -M help %SOURCEDIR% %BUILDDIR% %SPHINXOPTS%
+
+:end
+popd
diff --git a/Downloads/basemap-develop/packages/basemap/doc/make.py b/Downloads/basemap-develop/packages/basemap/doc/make.py
new file mode 100755
index 000000000..7a05bc6a5
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/make.py
@@ -0,0 +1,59 @@
+#!/usr/bin/env python
+from __future__ import print_function
+import fileinput
+import glob
+import os
+import shutil
+import sys
+
+
+def html():
+ os.system('sphinx-build -b html -d build/doctrees . build/html')
+
+
+def latex():
+ if sys.platform != 'win32':
+ # LaTeX format.
+ os.system('sphinx-build -b latex -d build/doctrees . build/latex')
+
+ # Produce pdf.
+ os.chdir('build/latex')
+
+ # Copying the makefile produced by sphinx...
+ os.system('pdflatex Basemap.tex')
+ os.system('pdflatex Basemap.tex')
+ os.system('makeindex -s python.ist Basemap.idx')
+ os.system('makeindex -s python.ist modBasemap.idx')
+ os.system('pdflatex Basemap.tex')
+
+ os.chdir('../..')
+ else:
+ print('latex build has not been tested on windows')
+
+
+def clean():
+ shutil.rmtree('build')
+
+
+def all():
+ html()
+ latex()
+
+
+funcd = {
+ 'html': html,
+ 'latex': latex,
+ 'clean': clean,
+ 'all': all,
+}
+
+
+if len(sys.argv) > 1:
+ for arg in sys.argv[1:]:
+ func = funcd.get(arg)
+ if func is None:
+ raise SystemExit('Do not know how to handle %s; valid args are' % (
+ arg, list(funcd.keys())))
+ func()
+else:
+ all()
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/_static/.gitkeep b/Downloads/basemap-develop/packages/basemap/doc/source/_static/.gitkeep
new file mode 100644
index 000000000..e69de29bb
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/_templates/.gitkeep b/Downloads/basemap-develop/packages/basemap/doc/source/_templates/.gitkeep
new file mode 100644
index 000000000..e69de29bb
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/_templates/autosummary/module.rst b/Downloads/basemap-develop/packages/basemap/doc/source/_templates/autosummary/module.rst
new file mode 100644
index 000000000..6090b5e35
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/_templates/autosummary/module.rst
@@ -0,0 +1,5 @@
+{{ fullname }}
+{{ underline }}
+
+.. automodule:: {{ fullname }}
+ :members:
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/api/basemap_api.rst b/Downloads/basemap-develop/packages/basemap/doc/source/api/basemap_api.rst
new file mode 100644
index 000000000..f460dac35
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/api/basemap_api.rst
@@ -0,0 +1,6 @@
+:mod:`mpl_toolkits.basemap`
+---------------------------
+
+.. automodule:: mpl_toolkits.basemap
+ :members:
+ :undoc-members:
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/api/index.rst b/Downloads/basemap-develop/packages/basemap/doc/source/api/index.rst
new file mode 100644
index 000000000..47b4044de
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/api/index.rst
@@ -0,0 +1,11 @@
+.. _api-index:
+
+Basemap API
+===========
+
+:Release: |release|
+:Date: |today|
+
+.. toctree::
+
+ basemap_api.rst
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/conf.py b/Downloads/basemap-develop/packages/basemap/doc/source/conf.py
new file mode 100644
index 000000000..daa4b1286
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/conf.py
@@ -0,0 +1,217 @@
+# -*- coding: utf-8 -*-
+# pylint: disable=redefined-builtin,wrong-import-position
+"""Configuration file for the Sphinx documentation builder.
+
+This file does only contain a selection of the most common options.
+For a full list see the documentation:
+http://www.sphinx-doc.org/en/master/config
+"""
+
+# -- Path setup --------------------------------------------------------
+
+# If extensions (or modules to document with autodoc) are in another
+# directory, add these directories to sys.path here. If the directory
+# is relative to the documentation root, use os.path.abspath to make it
+# absolute, like shown here.
+import os
+import sys
+sys.path.insert(0, os.path.abspath("../../src"))
+myself = getattr(__import__("mpl_toolkits.basemap"), "basemap")
+PY2 = sys.version_info[0] == 2
+
+# -- Project information -----------------------------------------------
+
+project = myself.__name__.rsplit(".", 1)[-1]
+copyright = "2011-2014 Jeffrey Whitaker; 2015-2025 The Matplotlib development team"
+author = "Jeffrey Whitaker"
+
+# The short X.Y version
+version = ""
+# The full version, including alpha/beta/rc tags
+release = myself.__version__
+
+
+# -- General configuration ---------------------------------------------
+
+# If your documentation needs a minimal Sphinx version, state it here.
+#
+# needs_sphinx = "1.0"
+
+# Add any Sphinx extension module names here, as strings. They can be
+# extensions coming with Sphinx (named "sphinx.ext.*") or your custom
+# ones.
+extensions = [
+ "sphinx.ext.autodoc",
+ "sphinx.ext.napoleon",
+ "sphinx.ext.intersphinx",
+ "sphinx.ext.viewcode",
+ "matplotlib.sphinxext.plot_directive",
+]
+
+autodoc_default_options = {
+ "member-order": "alphabetical",
+ "special-members": "__init__",
+ "undoc-members": True,
+ "exclude-members": "__weakref__",
+}
+
+napoleon_use_ivar = True
+napoleon_use_rtype = False
+intersphinx_mapping = {
+ "python":
+ ("https://docs.python.org/3", None),
+ "numpy":
+ ("https://numpy.org/doc/stable/", None),
+ "matplotlib":
+ ("https://matplotlib.org/stable/", None),
+}
+
+# Add any paths that contain templates here, relative to this directory.
+templates_path = ["_templates"]
+
+# The suffix(es) of source filenames.
+# You can specify multiple suffix as a list of string:
+#
+# source_suffix = [".rst", ".md"]
+source_suffix = ".rst"
+
+# The master toctree document.
+master_doc = "index"
+
+# The language for content autogenerated by Sphinx. Refer to the
+# documentation for a list of supported languages.
+#
+# This is also used if you do content translation via gettext catalogs.
+# Usually you set "language" from the command line for these cases.
+language = "en"
+
+# List of patterns, relative to source directory, that match files and
+# directories to ignore when looking for source files.
+# This pattern also affects html_static_path and html_extra_path.
+exclude_patterns = []
+
+# The name of the Pygments (syntax highlighting) style to use.
+pygments_style = None
+
+
+# -- Options for HTML output -------------------------------------------
+
+# The theme to use for HTML and HTML Help pages. See the documentation
+# for a list of builtin themes.
+html_theme = "furo"
+html_context = {}
+
+# Theme options are theme-specific and customize the look and feel of a
+# theme further. For a list of options available for each theme, see
+# the documentation.
+#
+# html_theme_options = {}
+
+# Add any paths that contain custom static files (such as style sheets)
+# here, relative to this directory. They are copied after the builtin
+# static files, so a file named "default.css" will overwrite the
+# builtin "default.css".
+html_static_path = ["_static"]
+
+# Custom sidebar templates, must be a dictionary that maps document
+# names to template names.
+#
+# The default sidebars (for documents that don't match any pattern) are
+# defined by theme itself. Builtin themes are using these templates by
+# default: ``["localtoc.html", "relations.html", "sourcelink.html",
+# "searchbox.html"]``.
+#
+# html_sidebars = {}
+
+
+# -- Options for HTMLHelp output ---------------------------------------
+
+# Output file base name for HTML help builder.
+htmlhelp_basename = "{0}doc".format(project)
+
+
+# -- Options for LaTeX output ------------------------------------------
+
+latex_elements = {
+ # The paper size ("letterpaper" or "a4paper").
+ "papersize": "letterpaper",
+ # The font size ("10pt", "11pt" or "12pt").
+ "pointsize": "10pt",
+ # Additional stuff for the LaTeX preamble.
+ "preamble": "",
+ # Latex figure (float) alignment
+ "figure_align": "htbp",
+}
+
+# Grouping the document tree into LaTeX files. List of tuples
+# (source start file, target name, title,
+# author, documentclass [howto, manual, or own class]).
+latex_documents = [(
+ master_doc,
+ "{0}.tex".format(project),
+ "{0} Documentation".format(project),
+ author,
+ "manual",
+)]
+
+
+# -- Options for manual page output ------------------------------------
+
+# One entry per manual page. List of tuples
+# (source start file, name, description, authors, manual section).
+man_pages = [(
+ master_doc,
+ project,
+ "{0} Documentation".format(project),
+ [author],
+ 1,
+)]
+
+
+# -- Options for Texinfo output ----------------------------------------
+
+# Grouping the document tree into Texinfo files. List of tuples
+# (source start file, target name, title, author,
+# dir menu entry, description, category)
+texinfo_documents = [(
+ master_doc,
+ project,
+ "{0} Documentation".format(project),
+ author,
+ project,
+ myself.__doc__,
+ "Miscellaneous",
+)]
+
+
+# -- Options for Epub output -------------------------------------------
+
+# Bibliographic Dublin Core info.
+epub_title = project
+
+# The unique identifier of the text. This can be a ISBN number
+# or the project homepage.
+#
+# epub_identifier = ""
+
+# A unique identification for the text.
+#
+# epub_uid = ""
+
+# A list of files that should not be packed into the epub file.
+epub_exclude_files = ["search.html"]
+
+
+# -- Extension configuration -------------------------------------------
+
+# Plot directive configurations.
+plot_html_show_formats = False
+plot_include_source = True
+plot_rcparams = {
+ "figure.figsize":
+ [8, 6],
+}
+plot_formats = [
+ ("png", 100), # PNGs for HTML building
+ ("pdf", 72), # PDFs for LaTeX building
+]
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/index.rst b/Downloads/basemap-develop/packages/basemap/doc/source/index.rst
new file mode 100644
index 000000000..a2cdbc306
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/index.rst
@@ -0,0 +1,15 @@
+Welcome to the basemap documentation!
+=====================================
+
+.. toctree::
+ :maxdepth: 2
+
+ users/index.rst
+ api/index.rst
+
+Indices and tables
+==================
+
+* :ref:`genindex`
+* :ref:`modindex`
+* :ref:`search`
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/matplotlibrc b/Downloads/basemap-develop/packages/basemap/doc/source/matplotlibrc
new file mode 100644
index 000000000..13468274c
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/matplotlibrc
@@ -0,0 +1 @@
+backend : Agg
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/aea.rst b/Downloads/basemap-develop/packages/basemap/doc/source/users/aea.rst
new file mode 100644
index 000000000..d56235f96
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/aea.rst
@@ -0,0 +1,16 @@
+.. _aea:
+
+Albers Equal Area Projection
+============================
+
+An equal-area projection. The green shapes drawn on the map are equal-area
+circles on the surface of the earth. Known as "Tissot's indicatrix",
+they can be used to show the angular and areal distortion of a map projection.
+On a conformal projection, the shape of the circles is preserved, but the
+area is not. On a equal-area projection, the area is preserved but the
+shape is not.
+
+Distortion is very large near the poles in this projection.
+
+
+.. plot:: users/figures/aea.py
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/aeqd.rst b/Downloads/basemap-develop/packages/basemap/doc/source/users/aeqd.rst
new file mode 100644
index 000000000..e81e6cf82
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/aeqd.rst
@@ -0,0 +1,20 @@
+.. _aeqd:
+
+Azimuthal Equidistant Projection
+================================
+
+The shortest route from the center of the map
+to any other point is a straight line in the azimuthal
+equidistant projection.
+So, for the specified point, all points that lie on a circle around
+this point are equidistant on the surface of the earth on this projection.
+The specified point ``lon_0, lat_0`` shows up as a black dot in the center of the map.
+
+Here's an example using the width and height keywords to specify the map region.
+
+.. plot:: users/figures/aeqd.py
+
+If both the width/height and corner lat/lon keywords are omitted, the whole world is
+plotted in a circle.
+
+.. plot:: users/figures/aeqd_fulldisk.py
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/cass.rst b/Downloads/basemap-develop/packages/basemap/doc/source/users/cass.rst
new file mode 100644
index 000000000..d2a7f2ed0
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/cass.rst
@@ -0,0 +1,10 @@
+.. _cass:
+
+Cassini Projection
+==================
+
+The transverse aspect of the equidistant cassindrical projection.
+The globe is first rotated so the central meridian becomes the "equator",
+and then the normal equidistant cylindrical projection is applied.
+
+.. plot:: users/figures/cass.py
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/cea.rst b/Downloads/basemap-develop/packages/basemap/doc/source/users/cea.rst
new file mode 100644
index 000000000..cf72603c7
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/cea.rst
@@ -0,0 +1,8 @@
+.. _cea:
+
+Cylindrical Equal-Area Projection
+=================================
+
+It is what is says.
+
+.. plot:: users/figures/cea.py
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/cyl.rst b/Downloads/basemap-develop/packages/basemap/doc/source/users/cyl.rst
new file mode 100644
index 000000000..b1b7484ec
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/cyl.rst
@@ -0,0 +1,8 @@
+.. _cyl:
+
+Equidistant Cylindrical Projection
+==================================
+
+The simplest projection, just displays the world in latitude/longitude coordinates.
+
+.. plot:: users/figures/cyl.py
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/eck4.rst b/Downloads/basemap-develop/packages/basemap/doc/source/users/eck4.rst
new file mode 100644
index 000000000..ce37e36e5
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/eck4.rst
@@ -0,0 +1,8 @@
+.. _eck4:
+
+Eckert IV Projection
+====================
+
+A global equal-area projection.
+
+.. plot:: users/figures/eck4.py
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/eqdc.rst b/Downloads/basemap-develop/packages/basemap/doc/source/users/eqdc.rst
new file mode 100644
index 000000000..bb42e2563
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/eqdc.rst
@@ -0,0 +1,14 @@
+.. _eqdc:
+
+Equidistant Conic Projection
+============================
+
+Neither conformal or equal area. Parallels are equally spaced.
+The green shapes drawn on the map are equal-area
+circles on the surface of the earth. Known as "Tissot's indicatrix",
+they can be used to show the angular and areal distortion of a map projection.
+On a conformal projection, the shape of the circles is preserved, but the
+area is not. On a equal-area projection, the area is preserved but the
+shape is not.
+
+.. plot:: users/figures/eqdc.py
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/examples.rst b/Downloads/basemap-develop/packages/basemap/doc/source/users/examples.rst
new file mode 100644
index 000000000..9d0daca31
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/examples.rst
@@ -0,0 +1,77 @@
+.. _examples:
+
+Plotting data on a map (Example Gallery)
+========================================
+
+Following are a series of examples that illustrate how to use
+Basemap instance methods to plot your data on a map. More examples
+are included in the examples directory of the basemap source distribution.
+There are a number of Basemap instance methods for plotting data:
+
+* :func:`~mpl_toolkits.basemap.Basemap.contour`: draw contour lines.
+* :func:`~mpl_toolkits.basemap.Basemap.contourf`: draw filled contours.
+* :func:`~mpl_toolkits.basemap.Basemap.imshow`: draw an image.
+* :func:`~mpl_toolkits.basemap.Basemap.pcolor`: draw a pseudocolor plot.
+* :func:`~mpl_toolkits.basemap.Basemap.pcolormesh`: draw a pseudocolor plot (faster version for regular meshes).
+* :func:`~mpl_toolkits.basemap.Basemap.plot`: draw lines and/or markers.
+* :func:`~mpl_toolkits.basemap.Basemap.scatter`: draw points with markers.
+* :func:`~mpl_toolkits.basemap.Basemap.quiver`: draw vectors.
+* :func:`~mpl_toolkits.basemap.Basemap.barbs`: draw `wind barbs `__.
+* :func:`~mpl_toolkits.basemap.Basemap.drawgreatcircle`: draw a `great circle `__.
+
+Many of these instances methods simply forward to the corresponding matplotlib
+`Axes `__ instance method,
+with some extra pre/post processing and argument checking.
+You can also plot on the map directly with the matplotlib
+`pyplot `__ interface,
+or the `OO api `__,
+using the `Axes `__ instance
+associated with the Basemap.
+
+For more specifics of how to use the Basemap instance methods,
+see :ref:`api-index`.
+
+Here are the examples (many of which utilize the
+`netcdf4-python `__ module
+to retrieve datasets over http):
+
+* Plot contour lines on a basemap
+
+.. plot:: users/figures/contour1.py
+
+* Plot precip with filled contours
+
+.. plot:: users/figures/plotprecip.py
+
+* Plot sea-level pressure weather map with labelled highs and lows
+
+.. plot:: users/figures/plothighsandlows.py
+
+* Plot hurricane tracks from a shapefile
+
+.. plot:: users/figures/hurrtracks.py
+
+* Plot etopo5 topography/bathymetry data as an image (with
+ and without shading from a specified light source).
+
+.. plot:: users/figures/plotetopo5.py
+
+* Plot markers at locations of `ARGO `__ floats.
+
+.. plot:: users/figures/plotargo.py
+
+* Pseudo-color plot of SST and sea ice analysis.
+
+.. plot:: users/figures/plotsst.py
+
+* Plotting wind vectors and wind barbs.
+
+.. plot:: users/figures/plotwindvec.py
+
+* Draw great circle between NY and London.
+
+.. plot:: users/figures/plotgreatcircle.py
+
+* Draw day-night terminator on a map.
+
+.. plot:: users/figures/plotdaynight.py
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/aea.py b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/aea.py
new file mode 100644
index 000000000..241534189
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/aea.py
@@ -0,0 +1,26 @@
+from mpl_toolkits.basemap import Basemap
+import numpy as np
+import matplotlib.pyplot as plt
+# setup albers equal area conic basemap
+# lat_1 is first standard parallel.
+# lat_2 is second standard parallel.
+# lon_0,lat_0 is central point.
+m = Basemap(width=8000000, height=7000000,
+ resolution='l', projection='aea',
+ lat_1=40., lat_2=60, lon_0=35, lat_0=50)
+m.drawcoastlines()
+m.drawcountries()
+m.fillcontinents(color='coral', lake_color='aqua')
+# draw parallels and meridians.
+m.drawparallels(np.arange(-80., 81., 20.))
+m.drawmeridians(np.arange(-180., 181., 20.))
+m.drawmapboundary(fill_color='aqua')
+# draw tissot's indicatrix to show distortion.
+ax = plt.gca()
+for y in np.linspace(m.ymax / 20, 19 * m.ymax / 20, 10):
+ for x in np.linspace(m.xmax / 20, 19 * m.xmax / 20, 12):
+ lon, lat = m(x, y, inverse=True)
+ poly = m.tissot(lon, lat, 1.25, 100,
+ facecolor='green', zorder=10, alpha=0.5)
+plt.title("Albers Equal Area Projection")
+plt.show()
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/aeqd.py b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/aeqd.py
new file mode 100644
index 000000000..82314fe58
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/aeqd.py
@@ -0,0 +1,22 @@
+from mpl_toolkits.basemap import Basemap
+import numpy as np
+import matplotlib.pyplot as plt
+width = 28000000
+lon_0 = -105
+lat_0 = 40
+m = Basemap(width=width, height=width, projection='aeqd',
+ lat_0=lat_0, lon_0=lon_0)
+# fill background.
+m.drawmapboundary(fill_color='aqua')
+# draw coasts and fill continents.
+m.drawcoastlines(linewidth=0.5)
+m.fillcontinents(color='coral', lake_color='aqua')
+# 20 degree graticule.
+m.drawparallels(np.arange(-80, 81, 20))
+m.drawmeridians(np.arange(-180, 180, 20))
+# draw a black dot at the center.
+xpt, ypt = m(lon_0, lat_0)
+m.plot([xpt], [ypt], 'ko')
+# draw the title.
+plt.title('Azimuthal Equidistant Projection')
+plt.show()
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/aeqd_fulldisk.py b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/aeqd_fulldisk.py
new file mode 100644
index 000000000..696bda6a7
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/aeqd_fulldisk.py
@@ -0,0 +1,20 @@
+from mpl_toolkits.basemap import Basemap
+import numpy as np
+import matplotlib.pyplot as plt
+lon_0 = -105
+lat_0 = 40
+m = Basemap(projection='aeqd', lat_0=lat_0, lon_0=lon_0)
+# fill background.
+m.drawmapboundary(fill_color='aqua')
+# draw coasts and fill continents.
+m.drawcoastlines(linewidth=0.5)
+m.fillcontinents(color='coral', lake_color='aqua')
+# 20 degree graticule.
+m.drawparallels(np.arange(-80, 81, 20))
+m.drawmeridians(np.arange(-180, 180, 20))
+# draw a black dot at the center.
+xpt, ypt = m(lon_0, lat_0)
+m.plot([xpt], [ypt], 'ko')
+# draw the title.
+plt.title('Whole World Azimuthal Equidistant Projection')
+plt.show()
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/azeqd.py b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/azeqd.py
new file mode 100644
index 000000000..82314fe58
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/azeqd.py
@@ -0,0 +1,22 @@
+from mpl_toolkits.basemap import Basemap
+import numpy as np
+import matplotlib.pyplot as plt
+width = 28000000
+lon_0 = -105
+lat_0 = 40
+m = Basemap(width=width, height=width, projection='aeqd',
+ lat_0=lat_0, lon_0=lon_0)
+# fill background.
+m.drawmapboundary(fill_color='aqua')
+# draw coasts and fill continents.
+m.drawcoastlines(linewidth=0.5)
+m.fillcontinents(color='coral', lake_color='aqua')
+# 20 degree graticule.
+m.drawparallels(np.arange(-80, 81, 20))
+m.drawmeridians(np.arange(-180, 180, 20))
+# draw a black dot at the center.
+xpt, ypt = m(lon_0, lat_0)
+m.plot([xpt], [ypt], 'ko')
+# draw the title.
+plt.title('Azimuthal Equidistant Projection')
+plt.show()
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/background1.py b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/background1.py
new file mode 100644
index 000000000..9321e093c
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/background1.py
@@ -0,0 +1,14 @@
+from mpl_toolkits.basemap import Basemap
+import matplotlib.pyplot as plt
+# setup Lambert Conformal basemap.
+m = Basemap(width=12000000, height=9000000, projection='lcc',
+ resolution='c', lat_1=45., lat_2=55, lat_0=50, lon_0=-107.)
+# draw coastlines.
+m.drawcoastlines()
+# draw a boundary around the map, fill the background.
+# this background will end up being the ocean color, since
+# the continents will be drawn on top.
+m.drawmapboundary(fill_color='aqua')
+# fill continents, set lake color same as ocean color.
+m.fillcontinents(color='coral', lake_color='aqua')
+plt.show()
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/background2.py b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/background2.py
new file mode 100644
index 000000000..e6609306c
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/background2.py
@@ -0,0 +1,10 @@
+from mpl_toolkits.basemap import Basemap
+import matplotlib.pyplot as plt
+# setup Lambert Conformal basemap.
+# set resolution=None to skip processing of boundary datasets.
+m = Basemap(width=12000000, height=9000000, projection='lcc',
+ resolution=None, lat_1=45., lat_2=55, lat_0=50, lon_0=-107.)
+# draw a land-sea mask for a map background.
+# lakes=True means plot inland lakes with ocean color.
+m.drawlsmask(land_color='coral', ocean_color='aqua', lakes=True)
+plt.show()
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/background3.py b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/background3.py
new file mode 100644
index 000000000..f17752067
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/background3.py
@@ -0,0 +1,8 @@
+from mpl_toolkits.basemap import Basemap
+import matplotlib.pyplot as plt
+# setup Lambert Conformal basemap.
+# set resolution=None to skip processing of boundary datasets.
+m = Basemap(width=12000000, height=9000000, projection='lcc',
+ resolution=None, lat_1=45., lat_2=55, lat_0=50, lon_0=-107.)
+m.bluemarble()
+plt.show()
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/background4.py b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/background4.py
new file mode 100644
index 000000000..157539426
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/background4.py
@@ -0,0 +1,8 @@
+from mpl_toolkits.basemap import Basemap
+import matplotlib.pyplot as plt
+# setup Lambert Conformal basemap.
+# set resolution=None to skip processing of boundary datasets.
+m = Basemap(width=12000000, height=9000000, projection='lcc',
+ resolution=None, lat_1=45., lat_2=55, lat_0=50, lon_0=-107.)
+m.shadedrelief()
+plt.show()
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/background5.py b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/background5.py
new file mode 100644
index 000000000..246d59e7f
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/background5.py
@@ -0,0 +1,8 @@
+from mpl_toolkits.basemap import Basemap
+import matplotlib.pyplot as plt
+# setup Lambert Conformal basemap.
+# set resolution=None to skip processing of boundary datasets.
+m = Basemap(width=12000000, height=9000000, projection='lcc',
+ resolution=None, lat_1=45., lat_2=55, lat_0=50, lon_0=-107.)
+m.etopo()
+plt.show()
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/cass.py b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/cass.py
new file mode 100644
index 000000000..dcc257c6a
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/cass.py
@@ -0,0 +1,22 @@
+from mpl_toolkits.basemap import Basemap
+import numpy as np
+import matplotlib.pyplot as plt
+# llcrnrlat,llcrnrlon,urcrnrlat,urcrnrlon
+# are the lat/lon values of the lower left and upper right corners
+# of the map.
+# resolution = 'i' means use intermediate resolution coastlines.
+# lon_0, lat_0 are the central longitude and latitude of the projection.
+m = Basemap(llcrnrlon=-10.5, llcrnrlat=49.5, urcrnrlon=3.5, urcrnrlat=59.5,
+ resolution='i', projection='cass', lon_0=-4.36, lat_0=54.7)
+# can get the identical map this way (by specifying width and
+# height instead of lat/lon corners)
+# m = Basemap(width=891185,height=1115557,\
+# resolution='i',projection='cass',lon_0=-4.36,lat_0=54.7)
+m.drawcoastlines()
+m.fillcontinents(color='coral', lake_color='aqua')
+# draw parallels and meridians.
+m.drawparallels(np.arange(-40, 61., 2.))
+m.drawmeridians(np.arange(-20., 21., 2.))
+m.drawmapboundary(fill_color='aqua')
+plt.title("Cassini Projection")
+plt.show()
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/cea.py b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/cea.py
new file mode 100644
index 000000000..4b32aa960
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/cea.py
@@ -0,0 +1,17 @@
+from mpl_toolkits.basemap import Basemap
+import numpy as np
+import matplotlib.pyplot as plt
+# llcrnrlat,llcrnrlon,urcrnrlat,urcrnrlon
+# are the lat/lon values of the lower left and upper right corners
+# of the map.
+# resolution = 'c' means use crude resolution coastlines.
+m = Basemap(projection='cea', llcrnrlat=-90, urcrnrlat=90,
+ llcrnrlon=-180, urcrnrlon=180, resolution='c')
+m.drawcoastlines()
+m.fillcontinents(color='coral', lake_color='aqua')
+# draw parallels and meridians.
+m.drawparallels(np.arange(-90., 91., 30.))
+m.drawmeridians(np.arange(-180., 181., 60.))
+m.drawmapboundary(fill_color='aqua')
+plt.title("Cylindrical Equal-Area Projection")
+plt.show()
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/contour1.py b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/contour1.py
new file mode 100644
index 000000000..38a22a53f
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/contour1.py
@@ -0,0 +1,30 @@
+from mpl_toolkits.basemap import Basemap
+import matplotlib.pyplot as plt
+import numpy as np
+# set up orthographic map projection with
+# perspective of satellite looking down at 45N, 100W.
+# use low resolution coastlines.
+map = Basemap(projection='ortho', lat_0=45, lon_0=-100, resolution='l')
+# draw coastlines, country boundaries, fill continents.
+map.drawcoastlines(linewidth=0.25)
+map.drawcountries(linewidth=0.25)
+map.fillcontinents(color='coral', lake_color='aqua')
+# draw the edge of the map projection region (the projection limb)
+map.drawmapboundary(fill_color='aqua')
+# draw lat/lon grid lines every 30 degrees.
+map.drawmeridians(np.arange(0, 360, 30))
+map.drawparallels(np.arange(-90, 90, 30))
+# make up some data on a regular lat/lon grid.
+nlats = 73
+nlons = 145
+delta = 2. * np.pi / (nlons - 1)
+lats = (0.5 * np.pi - delta * np.indices((nlats, nlons))[0, :, :])
+lons = (delta * np.indices((nlats, nlons))[1, :, :])
+wave = 0.75 * (np.sin(2. * lats)**8 * np.cos(4. * lons))
+mean = 0.5 * np.cos(2. * lats) * ((np.sin(2. * lats))**2 + 2.)
+# compute native map projection coordinates of lat/lon grid.
+x, y = map(lons * 180. / np.pi, lats * 180. / np.pi)
+# contour data over the map.
+cs = map.contour(x, y, wave + mean, 15, linewidths=1.5)
+plt.title('contour lines over filled continent background')
+plt.show()
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/cyl.py b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/cyl.py
new file mode 100644
index 000000000..e2197b485
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/cyl.py
@@ -0,0 +1,17 @@
+from mpl_toolkits.basemap import Basemap
+import numpy as np
+import matplotlib.pyplot as plt
+# llcrnrlat,llcrnrlon,urcrnrlat,urcrnrlon
+# are the lat/lon values of the lower left and upper right corners
+# of the map.
+# resolution = 'c' means use crude resolution coastlines.
+m = Basemap(projection='cyl', llcrnrlat=-90, urcrnrlat=90,
+ llcrnrlon=-180, urcrnrlon=180, resolution='c')
+m.drawcoastlines()
+m.fillcontinents(color='coral', lake_color='aqua')
+# draw parallels and meridians.
+m.drawparallels(np.arange(-90., 91., 30.))
+m.drawmeridians(np.arange(-180., 181., 60.))
+m.drawmapboundary(fill_color='aqua')
+plt.title("Equidistant Cylindrical Projection")
+plt.show()
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/eck4.py b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/eck4.py
new file mode 100644
index 000000000..10924b26f
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/eck4.py
@@ -0,0 +1,14 @@
+from mpl_toolkits.basemap import Basemap
+import numpy as np
+import matplotlib.pyplot as plt
+# lon_0 is central longitude of projection.
+# resolution = 'c' means use crude resolution coastlines.
+m = Basemap(projection='eck4', lon_0=0, resolution='c')
+m.drawcoastlines()
+m.fillcontinents(color='coral', lake_color='aqua')
+# draw parallels and meridians.
+m.drawparallels(np.arange(-90., 120., 30.))
+m.drawmeridians(np.arange(0., 360., 60.))
+m.drawmapboundary(fill_color='aqua')
+plt.title("Eckert IV Projection")
+plt.show()
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/eqdc.py b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/eqdc.py
new file mode 100644
index 000000000..b6eece956
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/eqdc.py
@@ -0,0 +1,25 @@
+from mpl_toolkits.basemap import Basemap
+import numpy as np
+import matplotlib.pyplot as plt
+# setup equidistant conic basemap.
+# lat_1 is first standard parallel.
+# lat_2 is second standard parallel.
+# lon_0,lat_0 is central point.
+# resolution = 'l' for low-resolution coastlines.
+m = Basemap(width=12000000, height=9000000,
+ resolution='l', projection='eqdc',
+ lat_1=45., lat_2=55, lat_0=50, lon_0=-107.)
+m.drawcoastlines()
+m.fillcontinents(color='coral', lake_color='aqua')
+# draw parallels and meridians.
+m.drawparallels(np.arange(-80., 81., 20.))
+m.drawmeridians(np.arange(-180., 181., 20.))
+m.drawmapboundary(fill_color='aqua')
+ax = plt.gca()
+for y in np.linspace(m.ymax / 20, 19 * m.ymax / 20, 9):
+ for x in np.linspace(m.xmax / 20, 19 * m.xmax / 20, 12):
+ lon, lat = m(x, y, inverse=True)
+ poly = m.tissot(lon, lat, 1.5, 100,
+ facecolor='green', zorder=10, alpha=0.5)
+plt.title("Equidistant Conic Projection")
+plt.show()
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/gall.py b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/gall.py
new file mode 100644
index 000000000..bf2f9112e
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/gall.py
@@ -0,0 +1,17 @@
+from mpl_toolkits.basemap import Basemap
+import numpy as np
+import matplotlib.pyplot as plt
+# llcrnrlat,llcrnrlon,urcrnrlat,urcrnrlon
+# are the lat/lon values of the lower left and upper right corners
+# of the map.
+# resolution = 'c' means use crude resolution coastlines.
+m = Basemap(projection='gall', llcrnrlat=-90, urcrnrlat=90,
+ llcrnrlon=-180, urcrnrlon=180, resolution='c')
+m.drawcoastlines()
+m.fillcontinents(color='coral', lake_color='aqua')
+# draw parallels and meridians.
+m.drawparallels(np.arange(-90., 91., 30.))
+m.drawmeridians(np.arange(-180., 181., 60.))
+m.drawmapboundary(fill_color='aqua')
+plt.title("Gall Stereographic Projection")
+plt.show()
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/geos_full.py b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/geos_full.py
new file mode 100644
index 000000000..663ad4a85
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/geos_full.py
@@ -0,0 +1,17 @@
+from mpl_toolkits.basemap import Basemap
+import numpy as np
+import matplotlib.pyplot as plt
+# lon_0 is the central longitude of the projection.
+# resolution = 'l' means use low resolution coastlines.
+# optional parameter 'satellite_height' may be used to
+# specify height of orbit above earth (default 35,786 km).
+m = Basemap(projection='geos', lon_0=-105, resolution='l',
+ rsphere=(6378137.00, 6356752.3142))
+m.drawcoastlines()
+m.fillcontinents(color='coral', lake_color='aqua')
+# draw parallels and meridians.
+m.drawparallels(np.arange(-90., 120., 30.))
+m.drawmeridians(np.arange(0., 420., 60.))
+m.drawmapboundary(fill_color='aqua')
+plt.title("Full Disk Geostationary Projection")
+plt.show()
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/geos_partial.py b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/geos_partial.py
new file mode 100644
index 000000000..59abd8e92
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/geos_partial.py
@@ -0,0 +1,33 @@
+from mpl_toolkits.basemap import Basemap
+import numpy as np
+import matplotlib as mpl
+import matplotlib.pyplot as plt
+mpl_version = tuple(map(int, mpl.__version__.split(".")))
+axkwds = {"axisbg" if mpl_version < (2,) else "facecolor": "k"}
+
+fig = plt.figure()
+# global geostationary map centered on lon_0
+lon_0 = 57.
+# resolution = None means don't process the boundary datasets.
+m1 = Basemap(projection='geos', lon_0=lon_0, resolution=None)
+# add an axes with a black background
+ax = fig.add_axes([0.1, 0.1, 0.8, 0.8], **axkwds)
+# plot just upper right quadrant (corners determined from global map).
+# keywords llcrnrx,llcrnry,urcrnrx,urcrnry used to define the lower
+# left and upper right corners in map projection coordinates.
+# llcrnrlat,llcrnrlon,urcrnrlon,urcrnrlat could be used to define
+# lat/lon values of corners - but this won't work in cases such as this
+# where one of the corners does not lie on the earth.
+m = Basemap(projection='geos', lon_0=lon_0, resolution='l',
+ rsphere=(6378137.00, 6356752.3142),
+ llcrnrx=0., llcrnry=0., urcrnrx=m1.urcrnrx / 2., urcrnry=m1.urcrnry / 2.)
+m.drawcoastlines()
+m.drawmapboundary(fill_color='aqua')
+m.fillcontinents(color='coral', lake_color='aqua')
+m.drawcountries()
+# draw parallels and meridians.
+m.drawparallels(np.arange(-90., 120., 30.))
+m.drawmeridians(np.arange(0., 360., 60.))
+m.drawmapboundary()
+plt.title('Geostationary Map Showing A Quadrant of the Globe')
+plt.show()
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/gnomon.py b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/gnomon.py
new file mode 100644
index 000000000..0b5831878
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/gnomon.py
@@ -0,0 +1,12 @@
+from mpl_toolkits.basemap import Basemap
+import numpy as np
+import matplotlib.pyplot as plt
+m = Basemap(width=15.e6, height=15.e6,
+ projection='gnom', lat_0=60., lon_0=-30.)
+m.drawmapboundary(fill_color='aqua')
+m.drawcoastlines()
+m.fillcontinents(color='coral', lake_color='aqua')
+m.drawparallels(np.arange(10, 90, 20))
+m.drawmeridians(np.arange(-180, 180, 30))
+plt.title('Gnomonic Projection')
+plt.show()
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/graticule.py b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/graticule.py
new file mode 100644
index 000000000..8570f63e6
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/graticule.py
@@ -0,0 +1,23 @@
+from mpl_toolkits.basemap import Basemap
+import matplotlib.pyplot as plt
+import numpy as np
+# setup Lambert Conformal basemap.
+m = Basemap(width=12000000, height=9000000, projection='lcc',
+ resolution='c', lat_1=45., lat_2=55, lat_0=50, lon_0=-107.)
+# draw coastlines.
+m.drawcoastlines()
+# draw a boundary around the map, fill the background.
+# this background will end up being the ocean color, since
+# the continents will be drawn on top.
+m.drawmapboundary(fill_color='aqua')
+# fill continents, set lake color same as ocean color.
+m.fillcontinents(color='coral', lake_color='aqua')
+# draw parallels and meridians.
+# label parallels on right and top
+# meridians on bottom and left
+parallels = np.arange(0., 81, 10.)
+# labels = [left,right,top,bottom]
+m.drawparallels(parallels, labels=[False, True, True, False])
+meridians = np.arange(10., 351., 20.)
+m.drawmeridians(meridians, labels=[True, False, False, True])
+plt.show()
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/hammer.py b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/hammer.py
new file mode 100644
index 000000000..60af5f88d
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/hammer.py
@@ -0,0 +1,14 @@
+from mpl_toolkits.basemap import Basemap
+import numpy as np
+import matplotlib.pyplot as plt
+# lon_0 is central longitude of projection.
+# resolution = 'c' means use crude resolution coastlines.
+m = Basemap(projection='hammer', lon_0=0, resolution='c')
+m.drawcoastlines()
+m.fillcontinents(color='coral', lake_color='aqua')
+# draw parallels and meridians.
+m.drawparallels(np.arange(-90., 120., 30.))
+m.drawmeridians(np.arange(0., 420., 60.))
+m.drawmapboundary(fill_color='aqua')
+plt.title("Hammer Projection")
+plt.show()
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/hurrtracks.py b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/hurrtracks.py
new file mode 100644
index 000000000..3c8ec112c
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/hurrtracks.py
@@ -0,0 +1,45 @@
+"""
+draw Atlantic Hurricane Tracks for storms that reached Cat 4 or 5.
+part of the track for which storm is cat 4 or 5 is shown red.
+ESRI shapefile data from http://nationalatlas.gov/mld/huralll.html
+"""
+import os
+import numpy as np
+import matplotlib.pyplot as plt
+from mpl_toolkits.basemap import Basemap
+# Lambert Conformal Conic map.
+m = Basemap(llcrnrlon=-100., llcrnrlat=0., urcrnrlon=-20., urcrnrlat=57.,
+ projection='lcc', lat_1=20., lat_2=40., lon_0=-60.,
+ resolution='l', area_thresh=1000.)
+# read shapefile.
+shp_path = os.path.join(*6 * [".."] + ["examples", "huralll020"])
+shp_info = m.readshapefile(shp_path, 'hurrtracks', drawbounds=False)
+# find names of storms that reached Cat 4.
+names = []
+for shapedict in m.hurrtracks_info:
+ cat = shapedict['CATEGORY']
+ name = shapedict['NAME']
+ if cat in ['H4', 'H5'] and name not in names:
+ # only use named storms.
+ if name != 'NOT NAMED':
+ names.append(name)
+# plot tracks of those storms.
+for shapedict, shape in zip(m.hurrtracks_info, m.hurrtracks):
+ name = shapedict['NAME']
+ cat = shapedict['CATEGORY']
+ if name in names:
+ xx, yy = zip(*shape)
+ # show part of track where storm > Cat 4 as thick red.
+ if cat in ['H4', 'H5']:
+ m.plot(xx, yy, linewidth=1.5, color='r')
+ elif cat in ['H1', 'H2', 'H3']:
+ m.plot(xx, yy, color='k')
+# draw coastlines, meridians and parallels.
+m.drawcoastlines()
+m.drawcountries()
+m.drawmapboundary(fill_color='#99ffff')
+m.fillcontinents(color='#cc9966', lake_color='#99ffff')
+m.drawparallels(np.arange(10, 70, 20), labels=[1, 1, 0, 0])
+m.drawmeridians(np.arange(-100, 0, 20), labels=[0, 0, 0, 1])
+plt.title('Atlantic Hurricane Tracks (Storms Reaching Category 4, 1851-2004)')
+plt.show()
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/kav7.py b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/kav7.py
new file mode 100644
index 000000000..8541b831e
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/kav7.py
@@ -0,0 +1,14 @@
+from mpl_toolkits.basemap import Basemap
+import numpy as np
+import matplotlib.pyplot as plt
+# lon_0 is central longitude of projection.
+# resolution = 'c' means use crude resolution coastlines.
+m = Basemap(projection='kav7', lon_0=0, resolution='c')
+m.drawcoastlines()
+m.fillcontinents(color='coral', lake_color='aqua')
+# draw parallels and meridians.
+m.drawparallels(np.arange(-90., 120., 30.))
+m.drawmeridians(np.arange(0., 360., 60.))
+m.drawmapboundary(fill_color='aqua')
+plt.title("Kavrayskiy VII Projection")
+plt.show()
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/laea.py b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/laea.py
new file mode 100644
index 000000000..3814b82a4
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/laea.py
@@ -0,0 +1,24 @@
+from mpl_toolkits.basemap import Basemap
+import numpy as np
+import matplotlib.pyplot as plt
+# setup lambert azimuthal equal area basemap.
+# lat_ts is latitude of true scale.
+# lon_0,lat_0 is central point.
+m = Basemap(width=12000000, height=8000000,
+ resolution='l', projection='laea',
+ lat_ts=50, lat_0=50, lon_0=-107.)
+m.drawcoastlines()
+m.fillcontinents(color='coral', lake_color='aqua')
+# draw parallels and meridians.
+m.drawparallels(np.arange(-80., 81., 20.))
+m.drawmeridians(np.arange(-180., 181., 20.))
+m.drawmapboundary(fill_color='aqua')
+# draw tissot's indicatrix to show distortion.
+ax = plt.gca()
+for y in np.linspace(m.ymax / 20, 19 * m.ymax / 20, 9):
+ for x in np.linspace(m.xmax / 20, 19 * m.xmax / 20, 12):
+ lon, lat = m(x, y, inverse=True)
+ poly = m.tissot(lon, lat, 1.5, 100,
+ facecolor='green', zorder=10, alpha=0.5)
+plt.title("Lambert Azimuthal Equal Area Projection")
+plt.show()
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/lcc.py b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/lcc.py
new file mode 100644
index 000000000..532cdcdd8
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/lcc.py
@@ -0,0 +1,29 @@
+from mpl_toolkits.basemap import Basemap
+import numpy as np
+import matplotlib.pyplot as plt
+# setup lambert conformal basemap.
+# lat_1 is first standard parallel.
+# lat_2 is second standard parallel (defaults to lat_1).
+# lon_0,lat_0 is central point.
+# rsphere=(6378137.00,6356752.3142) specifies WGS84 ellipsoid
+# area_thresh=1000 means don't plot coastline features less
+# than 1000 km^2 in area.
+m = Basemap(width=12000000, height=9000000,
+ rsphere=(6378137.00, 6356752.3142),
+ resolution='l', area_thresh=1000., projection='lcc',
+ lat_1=45., lat_2=55, lat_0=50, lon_0=-107.)
+m.drawcoastlines()
+m.fillcontinents(color='coral', lake_color='aqua')
+# draw parallels and meridians.
+m.drawparallels(np.arange(-80., 81., 20.))
+m.drawmeridians(np.arange(-180., 181., 20.))
+m.drawmapboundary(fill_color='aqua')
+# draw tissot's indicatrix to show distortion.
+ax = plt.gca()
+for y in np.linspace(m.ymax / 20, 19 * m.ymax / 20, 9):
+ for x in np.linspace(m.xmax / 20, 19 * m.xmax / 20, 12):
+ lon, lat = m(x, y, inverse=True)
+ poly = m.tissot(lon, lat, 1.5, 100,
+ facecolor='green', zorder=10, alpha=0.5)
+plt.title("Lambert Conformal Projection")
+plt.show()
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/mbtfpq.py b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/mbtfpq.py
new file mode 100644
index 000000000..335fd5edc
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/mbtfpq.py
@@ -0,0 +1,14 @@
+from mpl_toolkits.basemap import Basemap
+import numpy as np
+import matplotlib.pyplot as plt
+# lon_0 is central longitude of projection.
+# resolution = 'c' means use crude resolution coastlines.
+m = Basemap(projection='mbtfpq', lon_0=0, resolution='c')
+m.drawcoastlines()
+m.fillcontinents(color='coral', lake_color='aqua')
+# draw parallels and meridians.
+m.drawparallels(np.arange(-90., 120., 30.))
+m.drawmeridians(np.arange(0., 360., 60.))
+m.drawmapboundary(fill_color='aqua')
+plt.title("McBryde-Thomas Flat Polar Quartic Projection")
+plt.show()
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/merc.py b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/merc.py
new file mode 100644
index 000000000..6a0456995
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/merc.py
@@ -0,0 +1,18 @@
+from mpl_toolkits.basemap import Basemap
+import numpy as np
+import matplotlib.pyplot as plt
+# llcrnrlat,llcrnrlon,urcrnrlat,urcrnrlon
+# are the lat/lon values of the lower left and upper right corners
+# of the map.
+# lat_ts is the latitude of true scale.
+# resolution = 'c' means use crude resolution coastlines.
+m = Basemap(projection='merc', llcrnrlat=-80, urcrnrlat=80,
+ llcrnrlon=-180, urcrnrlon=180, lat_ts=20, resolution='c')
+m.drawcoastlines()
+m.fillcontinents(color='coral', lake_color='aqua')
+# draw parallels and meridians.
+m.drawparallels(np.arange(-90., 91., 30.))
+m.drawmeridians(np.arange(-180., 181., 60.))
+m.drawmapboundary(fill_color='aqua')
+plt.title("Mercator Projection")
+plt.show()
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/mill.py b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/mill.py
new file mode 100644
index 000000000..eba768a3e
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/mill.py
@@ -0,0 +1,17 @@
+from mpl_toolkits.basemap import Basemap
+import numpy as np
+import matplotlib.pyplot as plt
+# llcrnrlat,llcrnrlon,urcrnrlat,urcrnrlon
+# are the lat/lon values of the lower left and upper right corners
+# of the map.
+# resolution = 'c' means use crude resolution coastlines.
+m = Basemap(projection='mill', llcrnrlat=-90, urcrnrlat=90,
+ llcrnrlon=-180, urcrnrlon=180, resolution='c')
+m.drawcoastlines()
+m.fillcontinents(color='coral', lake_color='aqua')
+# draw parallels and meridians.
+m.drawparallels(np.arange(-90., 91., 30.))
+m.drawmeridians(np.arange(-180., 181., 60.))
+m.drawmapboundary(fill_color='aqua')
+plt.title("Miller Cylindrical Projection")
+plt.show()
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/moll.py b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/moll.py
new file mode 100644
index 000000000..19882e0ea
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/moll.py
@@ -0,0 +1,14 @@
+from mpl_toolkits.basemap import Basemap
+import numpy as np
+import matplotlib.pyplot as plt
+# lon_0 is central longitude of projection.
+# resolution = 'c' means use crude resolution coastlines.
+m = Basemap(projection='moll', lon_0=0, resolution='c')
+m.drawcoastlines()
+m.fillcontinents(color='coral', lake_color='aqua')
+# draw parallels and meridians.
+m.drawparallels(np.arange(-90., 120., 30.))
+m.drawmeridians(np.arange(0., 420., 60.))
+m.drawmapboundary(fill_color='aqua')
+plt.title("Mollweide Projection")
+plt.show()
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/npaeqd.py b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/npaeqd.py
new file mode 100644
index 000000000..e2ae2fe69
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/npaeqd.py
@@ -0,0 +1,24 @@
+from mpl_toolkits.basemap import Basemap
+import numpy as np
+import matplotlib.pyplot as plt
+from matplotlib.patches import Polygon
+# setup north polar aimuthal equidistant basemap.
+# The longitude lon_0 is at 6-o'clock, and the
+# latitude circle boundinglat is tangent to the edge
+# of the map at lon_0.
+m = Basemap(projection='npaeqd', boundinglat=10, lon_0=270, resolution='l')
+m.drawcoastlines()
+m.fillcontinents(color='coral', lake_color='aqua')
+# draw parallels and meridians.
+m.drawparallels(np.arange(-80., 81., 20.))
+m.drawmeridians(np.arange(-180., 181., 20.))
+m.drawmapboundary(fill_color='aqua')
+# draw tissot's indicatrix to show distortion.
+ax = plt.gca()
+for y in np.linspace(m.ymax / 20, 19 * m.ymax / 20, 10):
+ for x in np.linspace(m.xmax / 20, 19 * m.xmax / 20, 10):
+ lon, lat = m(x, y, inverse=True)
+ poly = m.tissot(lon, lat, 2.5, 100,
+ facecolor='green', zorder=10, alpha=0.5)
+plt.title("North Polar Azimuthal Equidistant Projection")
+plt.show()
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/nplaea.py b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/nplaea.py
new file mode 100644
index 000000000..a49420579
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/nplaea.py
@@ -0,0 +1,24 @@
+from mpl_toolkits.basemap import Basemap
+import numpy as np
+import matplotlib.pyplot as plt
+from matplotlib.patches import Polygon
+# setup north polar lambert azimuthal basemap.
+# The longitude lon_0 is at 6-o'clock, and the
+# latitude circle boundinglat is tangent to the edge
+# of the map at lon_0.
+m = Basemap(projection='nplaea', boundinglat=10, lon_0=270, resolution='l')
+m.drawcoastlines()
+m.fillcontinents(color='coral', lake_color='aqua')
+# draw parallels and meridians.
+m.drawparallels(np.arange(-80., 81., 20.))
+m.drawmeridians(np.arange(-180., 181., 20.))
+m.drawmapboundary(fill_color='aqua')
+# draw tissot's indicatrix to show distortion.
+ax = plt.gca()
+for y in np.linspace(m.ymax / 20, 19 * m.ymax / 20, 10):
+ for x in np.linspace(m.xmax / 20, 19 * m.xmax / 20, 10):
+ lon, lat = m(x, y, inverse=True)
+ poly = m.tissot(lon, lat, 2.5, 100,
+ facecolor='green', zorder=10, alpha=0.5)
+plt.title("North Polar Lambert Azimuthal Projection")
+plt.show()
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/npstere.py b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/npstere.py
new file mode 100644
index 000000000..fae9bef76
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/npstere.py
@@ -0,0 +1,24 @@
+from mpl_toolkits.basemap import Basemap
+import numpy as np
+import matplotlib.pyplot as plt
+# setup north polar stereographic basemap.
+# The longitude lon_0 is at 6-o'clock, and the
+# latitude circle boundinglat is tangent to the edge
+# of the map at lon_0. Default value of lat_ts
+# (latitude of true scale) is pole.
+m = Basemap(projection='npstere', boundinglat=10, lon_0=270, resolution='l')
+m.drawcoastlines()
+m.fillcontinents(color='coral', lake_color='aqua')
+# draw parallels and meridians.
+m.drawparallels(np.arange(-80., 81., 20.))
+m.drawmeridians(np.arange(-180., 181., 20.))
+m.drawmapboundary(fill_color='aqua')
+# draw tissot's indicatrix to show distortion.
+ax = plt.gca()
+for y in np.linspace(m.ymax / 20, 19 * m.ymax / 20, 10):
+ for x in np.linspace(m.xmax / 20, 19 * m.xmax / 20, 10):
+ lon, lat = m(x, y, inverse=True)
+ poly = m.tissot(lon, lat, 2.5, 100,
+ facecolor='green', zorder=10, alpha=0.5)
+plt.title("North Polar Stereographic Projection")
+plt.show()
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/nsper_full.py b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/nsper_full.py
new file mode 100644
index 000000000..b9707d07d
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/nsper_full.py
@@ -0,0 +1,18 @@
+from mpl_toolkits.basemap import Basemap
+import numpy as np
+import matplotlib.pyplot as plt
+# lon_0, lat_0 are the center point of the projection.
+# satellite_height is the altitude of the camera.
+# resolution = 'l' means use low resolution coastlines.
+h = 3000.
+m = Basemap(projection='nsper', lon_0=-105, lat_0=40,
+ satellite_height=h * 1000., resolution='l')
+m.drawcoastlines()
+m.fillcontinents(color='coral', lake_color='aqua')
+# draw parallels and meridians.
+m.drawparallels(np.arange(-90., 120., 30.))
+m.drawmeridians(np.arange(0., 420., 60.))
+m.drawmapboundary(fill_color='aqua')
+plt.title("Full Disk Near-Sided Perspective Projection %d km above earth" %
+ h, fontsize=10)
+plt.show()
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/nsper_partial.py b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/nsper_partial.py
new file mode 100644
index 000000000..306fd1946
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/nsper_partial.py
@@ -0,0 +1,38 @@
+from mpl_toolkits.basemap import Basemap
+import numpy as np
+import matplotlib as mpl
+import matplotlib.pyplot as plt
+mpl_version = tuple(map(int, mpl.__version__.split(".")))
+axkwds = {"axisbg" if mpl_version < (2,) else "facecolor": "k"}
+
+fig = plt.figure()
+# global ortho map centered on lon_0,lat_0
+lat_0 = 10.
+lon_0 = 57.
+# altitude of camera (in km).
+h = 3000.
+# resolution = None means don't process the boundary datasets.
+m1 = Basemap(projection='nsper', satellite_height=h * 1000.,
+ lon_0=lon_0, lat_0=lat_0, resolution=None)
+# add an axes with a black background
+ax = fig.add_axes([0.1, 0.1, 0.8, 0.8], **axkwds)
+# plot just upper right quadrant (corners determined from global map).
+# keywords llcrnrx,llcrnry,urcrnrx,urcrnry used to define the lower
+# left and upper right corners in map projection coordinates.
+# llcrnrlat,llcrnrlon,urcrnrlon,urcrnrlat could be used to define
+# lat/lon values of corners - but this won't work in cases such as this
+# where one of the corners does not lie on the earth.
+m = Basemap(projection='nsper', satellite_height=h * 1000.,
+ lon_0=lon_0, lat_0=lat_0, resolution='l',
+ llcrnrx=0., llcrnry=0., urcrnrx=m1.urcrnrx / 2., urcrnry=m1.urcrnry / 2.)
+m.drawcoastlines()
+m.drawmapboundary(fill_color='aqua')
+m.fillcontinents(color='coral', lake_color='aqua')
+m.drawcountries()
+# draw parallels and meridians.
+m.drawparallels(np.arange(-90., 120., 30.))
+m.drawmeridians(np.arange(0., 360., 60.))
+m.drawmapboundary()
+plt.title('Near-Sided Perspective Map Showing A Quadrant of the Globe',
+ fontsize=12)
+plt.show()
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/omerc.py b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/omerc.py
new file mode 100644
index 000000000..af2c48198
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/omerc.py
@@ -0,0 +1,24 @@
+from mpl_toolkits.basemap import Basemap
+import numpy as np
+import matplotlib.pyplot as plt
+# setup oblique mercator basemap.
+# width is width of map projection region in km (xmax-xmin_
+# height is height of map projection region in km (ymax-ymin)
+# lon_0, lat_0 are the central longitude and latitude of the projection.
+# lat_1,lon_1 and lat_2,lon_2 are two pairs of points that define
+# the projection centerline.
+# Map projection coordinates are automatically rotated to true north.
+# To avoid this, set no_rot=True.
+# area_thresh=1000 means don't plot coastline features less
+# than 1000 km^2 in area.
+m = Basemap(height=16700000, width=12000000,
+ resolution='l', area_thresh=1000., projection='omerc',
+ lon_0=-100, lat_0=15, lon_2=-120, lat_2=65, lon_1=-50, lat_1=-55)
+m.drawcoastlines()
+m.fillcontinents(color='coral', lake_color='aqua')
+# draw parallels and meridians.
+m.drawparallels(np.arange(-80., 81., 20.))
+m.drawmeridians(np.arange(-180., 181., 20.))
+m.drawmapboundary(fill_color='aqua')
+plt.title("Oblique Mercator Projection")
+plt.show()
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/ortho_full.py b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/ortho_full.py
new file mode 100644
index 000000000..1cf9b35a6
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/ortho_full.py
@@ -0,0 +1,14 @@
+from mpl_toolkits.basemap import Basemap
+import numpy as np
+import matplotlib.pyplot as plt
+# lon_0, lat_0 are the center point of the projection.
+# resolution = 'l' means use low resolution coastlines.
+m = Basemap(projection='ortho', lon_0=-105, lat_0=40, resolution='l')
+m.drawcoastlines()
+m.fillcontinents(color='coral', lake_color='aqua')
+# draw parallels and meridians.
+m.drawparallels(np.arange(-90., 120., 30.))
+m.drawmeridians(np.arange(0., 420., 60.))
+m.drawmapboundary(fill_color='aqua')
+plt.title("Full Disk Orthographic Projection")
+plt.show()
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/ortho_partial.py b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/ortho_partial.py
new file mode 100644
index 000000000..b6a6acffc
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/ortho_partial.py
@@ -0,0 +1,33 @@
+from mpl_toolkits.basemap import Basemap
+import numpy as np
+import matplotlib as mpl
+import matplotlib.pyplot as plt
+mpl_version = tuple(map(int, mpl.__version__.split(".")))
+axkwds = {"axisbg" if mpl_version < (2,) else "facecolor": "k"}
+
+fig = plt.figure()
+# global ortho map centered on lon_0,lat_0
+lat_0 = 10.
+lon_0 = 57.
+# resolution = None means don't process the boundary datasets.
+m1 = Basemap(projection='ortho', lon_0=lon_0, lat_0=lat_0, resolution=None)
+# add an axes with a black background
+ax = fig.add_axes([0.1, 0.1, 0.8, 0.8], **axkwds)
+# plot just upper right quadrant (corners determined from global map).
+# keywords llcrnrx,llcrnry,urcrnrx,urcrnry used to define the lower
+# left and upper right corners in map projection coordinates.
+# llcrnrlat,llcrnrlon,urcrnrlon,urcrnrlat could be used to define
+# lat/lon values of corners - but this won't work in cases such as this
+# where one of the corners does not lie on the earth.
+m = Basemap(projection='ortho', lon_0=lon_0, lat_0=lat_0, resolution='l',
+ llcrnrx=0., llcrnry=0., urcrnrx=m1.urcrnrx / 2., urcrnry=m1.urcrnry / 2.)
+m.drawcoastlines()
+m.drawmapboundary(fill_color='aqua')
+m.fillcontinents(color='coral', lake_color='aqua')
+m.drawcountries()
+# draw parallels and meridians.
+m.drawparallels(np.arange(-90., 120., 30.))
+m.drawmeridians(np.arange(0., 360., 60.))
+m.drawmapboundary()
+plt.title('Orthographic Map Showing A Quadrant of the Globe')
+plt.show()
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/plotargo.py b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/plotargo.py
new file mode 100644
index 000000000..eb90a782c
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/plotargo.py
@@ -0,0 +1,36 @@
+from netCDF4 import Dataset, num2date
+import time
+import calendar
+import datetime
+import numpy
+from mpl_toolkits.basemap import Basemap
+import matplotlib.pyplot as plt
+import os
+try:
+ from urllib.request import urlretrieve
+except ImportError:
+ from urllib import urlretrieve
+# data downloaded from the form at
+# http://coastwatch.pfeg.noaa.gov/erddap/tabledap/apdrcArgoAll.html
+filename, headers = urlretrieve(
+ "https://erddap.ifremer.fr/erddap/tabledap/ArgoFloats-index.nc?date%2Clatitude%2Clongitude&date%3E=2010-01-01&date%3C=2010-01-08&latitude%3E=-90&latitude%3C=90&longitude%3E=-180&longitude%3C=180&distinct()")
+dset = Dataset(filename)
+lats = dset.variables['latitude'][:]
+lons = dset.variables['longitude'][:]
+time = dset.variables['date'] # seconds since epoch
+times = time[:]
+t1 = times.min()
+t2 = times.max()
+date1 = num2date(t1, units=time.units)
+date2 = num2date(t2, units=time.units)
+dset.close()
+os.remove(filename)
+# draw map with markers for float locations
+m = Basemap(projection='hammer', lon_0=180)
+x, y = m(lons, lats)
+m.drawmapboundary(fill_color='#99ffff')
+m.fillcontinents(color='#cc9966', lake_color='#99ffff')
+m.scatter(x, y, 3, marker='o', color='k')
+plt.title('Locations of %s ARGO floats active between %s and %s' %
+ (len(lats), date1, date2), fontsize=12)
+plt.show()
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/plotboulder.py b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/plotboulder.py
new file mode 100644
index 000000000..5bfb3b99a
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/plotboulder.py
@@ -0,0 +1,32 @@
+from mpl_toolkits.basemap import Basemap
+import matplotlib.pyplot as plt
+import numpy as np
+# setup Lambert Conformal basemap.
+m = Basemap(width=12000000, height=9000000, projection='lcc',
+ resolution='c', lat_1=45., lat_2=55, lat_0=50, lon_0=-107.)
+# draw a boundary around the map, fill the background.
+# this background will end up being the ocean color, since
+# the continents will be drawn on top.
+m.drawmapboundary(fill_color='aqua')
+# fill continents, set lake color same as ocean color.
+m.fillcontinents(color='coral', lake_color='aqua')
+# draw parallels and meridians.
+# label parallels on right and top
+# meridians on bottom and left
+parallels = np.arange(0., 81, 10.)
+# labels = [left,right,top,bottom]
+m.drawparallels(parallels, labels=[False, True, True, False])
+meridians = np.arange(10., 351., 20.)
+m.drawmeridians(meridians, labels=[True, False, False, True])
+# plot blue dot on Boulder, colorado and label it as such.
+lon, lat = -104.237, 40.125 # Location of Boulder
+# convert to map projection coords.
+# Note that lon,lat can be scalars, lists or numpy arrays.
+xpt, ypt = m(lon, lat)
+# convert back to lat/lon
+lonpt, latpt = m(xpt, ypt, inverse=True)
+m.plot(xpt, ypt, 'bo') # plot a blue dot there
+# put some text next to the dot, offset a little bit
+# (the offset is in map projection coordinates)
+plt.text(xpt + 100000, ypt + 100000, 'Boulder (%5.1fW,%3.1fN)' % (lonpt, latpt))
+plt.show()
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/plotdaynight.py b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/plotdaynight.py
new file mode 100644
index 000000000..5f59350ab
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/plotdaynight.py
@@ -0,0 +1,20 @@
+import numpy as np
+from mpl_toolkits.basemap import Basemap
+import matplotlib.pyplot as plt
+from datetime import datetime
+# miller projection
+map = Basemap(projection='mill', lon_0=180)
+# plot coastlines, draw label meridians and parallels.
+map.drawcoastlines()
+map.drawparallels(np.arange(-90, 90, 30), labels=[1, 0, 0, 0])
+map.drawmeridians(np.arange(map.lonmin, map.lonmax + 30, 60),
+ labels=[0, 0, 0, 1])
+# fill continents 'coral' (with zorder=0), color wet areas 'aqua'
+map.drawmapboundary(fill_color='aqua')
+map.fillcontinents(color='coral', lake_color='aqua')
+# shade the night areas, with alpha transparency so the
+# map shows through. Use current time in UTC.
+date = datetime.utcnow()
+CS = map.nightshade(date)
+plt.title('Day/Night Map for %s (UTC)' % date.strftime("%d %b %Y %H:%M:%S"))
+plt.show()
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/plotetopo5.py b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/plotetopo5.py
new file mode 100644
index 000000000..3b78b6cef
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/plotetopo5.py
@@ -0,0 +1,67 @@
+from matplotlib.colors import LightSource
+from mpl_toolkits.basemap import Basemap, shiftgrid, cm
+import numpy as np
+import matplotlib.pyplot as plt
+from netCDF4 import Dataset
+
+# read in etopo5 topography/bathymetry.
+url = 'http://ferret.pmel.noaa.gov/thredds/dodsC/data/PMEL/etopo5.nc'
+etopodata = Dataset(url)
+
+topoin = etopodata.variables['ROSE'][:]
+lons = etopodata.variables['ETOPO05_X'][:]
+lats = etopodata.variables['ETOPO05_Y'][:]
+# shift data so lons go from -180 to 180 instead of 20 to 380.
+topoin, lons = shiftgrid(180., topoin, lons, start=False)
+
+# plot topography/bathymetry as an image.
+
+# create the figure and axes instances.
+fig = plt.figure()
+ax = fig.add_axes([0.1, 0.1, 0.8, 0.8])
+# setup of basemap ('lcc' = lambert conformal conic).
+# use major and minor sphere radii from WGS84 ellipsoid.
+m = Basemap(llcrnrlon=-145.5, llcrnrlat=1., urcrnrlon=-2.566, urcrnrlat=46.352,
+ rsphere=(6378137.00, 6356752.3142),
+ resolution='l', area_thresh=1000., projection='lcc',
+ lat_1=50., lon_0=-107., ax=ax)
+# transform to nx x ny regularly spaced 5km native projection grid
+nx = int((m.xmax - m.xmin) / 5000.) + 1
+ny = int((m.ymax - m.ymin) / 5000.) + 1
+topodat = m.transform_scalar(topoin, lons, lats, nx, ny)
+# plot image over map with imshow.
+im = m.imshow(topodat, cm.GMT_haxby)
+# draw coastlines and political boundaries.
+m.drawcoastlines()
+m.drawcountries()
+m.drawstates()
+# draw parallels and meridians.
+# label on left and bottom of map.
+parallels = np.arange(0., 80, 20.)
+m.drawparallels(parallels, labels=[1, 0, 0, 1])
+meridians = np.arange(10., 360., 30.)
+m.drawmeridians(meridians, labels=[1, 0, 0, 1])
+# add colorbar
+cb = m.colorbar(im, "right", size="5%", pad='2%')
+ax.set_title('ETOPO5 Topography - Lambert Conformal Conic')
+plt.show()
+
+# make a shaded relief plot.
+
+# create new figure, axes instance.
+fig = plt.figure()
+ax = fig.add_axes([0.1, 0.1, 0.8, 0.8])
+# attach new axes image to existing Basemap instance.
+m.ax = ax
+# create light source object.
+ls = LightSource(azdeg=90, altdeg=20)
+# convert data to rgb array including shading from light source.
+# (must specify color map)
+rgb = ls.shade(topodat, cm.GMT_haxby)
+im = m.imshow(rgb)
+# draw coastlines and political boundaries.
+m.drawcoastlines()
+m.drawcountries()
+m.drawstates()
+ax.set_title('Shaded ETOPO5 Topography - Lambert Conformal Conic')
+plt.show()
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/plotgreatcircle.py b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/plotgreatcircle.py
new file mode 100644
index 000000000..5f8205f8b
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/plotgreatcircle.py
@@ -0,0 +1,27 @@
+from mpl_toolkits.basemap import Basemap
+import numpy as np
+import matplotlib.pyplot as plt
+# create new figure, axes instances.
+fig = plt.figure()
+ax = fig.add_axes([0.1, 0.1, 0.8, 0.8])
+# setup mercator map projection.
+m = Basemap(llcrnrlon=-100., llcrnrlat=20., urcrnrlon=20., urcrnrlat=60.,
+ rsphere=(6378137.00, 6356752.3142),
+ resolution='l', projection='merc',
+ lat_0=40., lon_0=-20., lat_ts=20.)
+# nylat, nylon are lat/lon of New York
+nylat = 40.78
+nylon = -73.98
+# lonlat, lonlon are lat/lon of London.
+lonlat = 51.53
+lonlon = 0.08
+# draw great circle route between NY and London
+m.drawgreatcircle(nylon, nylat, lonlon, lonlat, linewidth=2, color='b')
+m.drawcoastlines()
+m.fillcontinents()
+# draw parallels
+m.drawparallels(np.arange(10, 90, 20), labels=[1, 1, 0, 1])
+# draw meridians
+m.drawmeridians(np.arange(-180, 180, 30), labels=[1, 1, 0, 1])
+ax.set_title('Great Circle from New York to London')
+plt.show()
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/plothighsandlows.py b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/plothighsandlows.py
new file mode 100644
index 000000000..84d26b073
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/plothighsandlows.py
@@ -0,0 +1,95 @@
+"""
+plot H's and L's on a sea-level pressure map
+(uses scipy.ndimage.filters and netcdf4-python)
+"""
+import numpy as np
+import matplotlib.pyplot as plt
+from datetime import datetime
+from mpl_toolkits.basemap import Basemap, addcyclic
+from scipy.ndimage.filters import minimum_filter, maximum_filter
+from netCDF4 import Dataset
+
+
+def extrema(mat, mode='wrap', window=10):
+ """find the indices of local extrema (min and max)
+ in the input array."""
+ mn = minimum_filter(mat, size=window, mode=mode)
+ mx = maximum_filter(mat, size=window, mode=mode)
+ # (mat == mx) true if pixel is equal to the local max
+ # (mat == mn) true if pixel is equal to the local in
+ # Return the indices of the maxima, minima
+ return np.nonzero(mat == mn), np.nonzero(mat == mx)
+
+
+# plot 00 UTC today.
+date = datetime.now().strftime('%Y%m%d') + '00'
+
+# open OpenDAP dataset.
+data = Dataset("https://nomads.ncep.noaa.gov/dods/gfs_0p50/gfs%s/gfs_0p50_%sz" %
+ (date[0:8], date[8:10]))
+
+
+# read lats,lons.
+lats = data.variables['lat'][:]
+lons1 = data.variables['lon'][:]
+nlats = len(lats)
+nlons = len(lons1)
+# read prmsl, convert to hPa (mb).
+prmsl = 0.01 * data.variables['prmslmsl'][0]
+# the window parameter controls the number of highs and lows detected.
+# (higher value, fewer highs and lows)
+local_min, local_max = extrema(prmsl, mode='wrap', window=50)
+# create Basemap instance.
+m =\
+ Basemap(llcrnrlon=0, llcrnrlat=-80, urcrnrlon=360,
+ urcrnrlat=80, projection='mill')
+# add wrap-around point in longitude.
+prmsl, lons = addcyclic(prmsl, lons1)
+# contour levels
+clevs = np.arange(900, 1100., 5.)
+# find x,y of map projection grid.
+lons, lats = np.meshgrid(lons, lats)
+x, y = m(lons, lats)
+# create figure.
+fig = plt.figure(figsize=(8, 4.5))
+ax = fig.add_axes([0.05, 0.05, 0.9, 0.85])
+cs = m.contour(x, y, prmsl, clevs, colors='k', linewidths=1.)
+m.drawcoastlines(linewidth=1.25)
+m.fillcontinents(color='0.8')
+m.drawparallels(np.arange(-80, 81, 20), labels=[1, 1, 0, 0])
+m.drawmeridians(np.arange(0, 360, 60), labels=[0, 0, 0, 1])
+xlows = x[local_min]
+xhighs = x[local_max]
+ylows = y[local_min]
+yhighs = y[local_max]
+lowvals = prmsl[local_min]
+highvals = prmsl[local_max]
+# plot lows as blue L's, with min pressure value underneath.
+xyplotted = []
+# don't plot if there is already a L or H within dmin meters.
+yoffset = 0.022 * (m.ymax - m.ymin)
+dmin = yoffset
+for x, y, p in zip(xlows, ylows, lowvals):
+ if x < m.xmax and x > m.xmin and y < m.ymax and y > m.ymin:
+ dist = [np.sqrt((x - x0)**2 + (y - y0)**2) for x0, y0 in xyplotted]
+ if not dist or min(dist) > dmin:
+ plt.text(x, y, 'L', fontsize=14, fontweight='bold',
+ ha='center', va='center', color='b')
+ plt.text(x, y - yoffset, repr(int(p)), fontsize=9,
+ ha='center', va='top', color='b',
+ bbox=dict(boxstyle="square", ec='None', fc=(1, 1, 1, 0.5)))
+ xyplotted.append((x, y))
+# plot highs as red H's, with max pressure value underneath.
+xyplotted = []
+for x, y, p in zip(xhighs, yhighs, highvals):
+ if x < m.xmax and x > m.xmin and y < m.ymax and y > m.ymin:
+ dist = [np.sqrt((x - x0)**2 + (y - y0)**2) for x0, y0 in xyplotted]
+ if not dist or min(dist) > dmin:
+ plt.text(x, y, 'H', fontsize=14, fontweight='bold',
+ ha='center', va='center', color='r')
+ plt.text(x, y - yoffset, repr(int(p)), fontsize=9,
+ ha='center', va='top', color='r',
+ bbox=dict(boxstyle="square", ec='None', fc=(1, 1, 1, 0.5)))
+ xyplotted.append((x, y))
+plt.title('Mean Sea-Level Pressure (with Highs and Lows) %s' % date)
+plt.show()
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/plotprecip.py b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/plotprecip.py
new file mode 100644
index 000000000..5b8f14137
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/plotprecip.py
@@ -0,0 +1,52 @@
+from mpl_toolkits.basemap import Basemap, cm
+# requires netcdf4-python (netcdf4-python.googlecode.com)
+from netCDF4 import Dataset as NetCDFFile
+import os
+import numpy as np
+import matplotlib.pyplot as plt
+
+# plot rainfall from NWS using special precipitation
+# colormap used by the NWS, and included in basemap.
+
+ncpath = os.path.join(
+ *6 * [".."] + ["examples", "nws_precip_conus_20061222.nc"])
+nc = NetCDFFile(ncpath)
+# data from http://water.weather.gov/precip/
+prcpvar = nc.variables['amountofprecip']
+data = 0.01 * prcpvar[:]
+latcorners = nc.variables['lat'][:]
+loncorners = -nc.variables['lon'][:]
+lon_0 = -nc.variables['true_lon'].getValue()
+lat_0 = nc.variables['true_lat'].getValue()
+# create figure and axes instances
+fig = plt.figure(figsize=(8, 8))
+ax = fig.add_axes([0.1, 0.1, 0.8, 0.8])
+# create polar stereographic Basemap instance.
+m = Basemap(projection='stere', lon_0=lon_0, lat_0=90., lat_ts=lat_0,
+ llcrnrlat=latcorners[0], urcrnrlat=latcorners[2],
+ llcrnrlon=loncorners[0], urcrnrlon=loncorners[2],
+ rsphere=6371200., resolution='l', area_thresh=10000)
+# draw coastlines, state and country boundaries, edge of map.
+m.drawcoastlines()
+m.drawstates()
+m.drawcountries()
+# draw parallels.
+parallels = np.arange(0., 90, 10.)
+m.drawparallels(parallels, labels=[1, 0, 0, 0], fontsize=10)
+# draw meridians
+meridians = np.arange(180., 360., 10.)
+m.drawmeridians(meridians, labels=[0, 0, 0, 1], fontsize=10)
+ny = data.shape[0]
+nx = data.shape[1]
+lons, lats = m.makegrid(nx, ny) # get lat/lons of ny by nx evenly space grid.
+x, y = m(lons, lats) # compute map proj coordinates.
+# draw filled contours.
+clevs = [0, 1, 2.5, 5, 7.5, 10, 15, 20, 30, 40, 50,
+ 70, 100, 150, 200, 250, 300, 400, 500, 600, 750]
+cs = m.contourf(x, y, data, clevs, cmap=cm.s3pcpn)
+# add colorbar.
+cbar = m.colorbar(cs, location='bottom', pad="5%")
+cbar.set_label('mm')
+# add title
+plt.title(prcpvar.long_name + ' for period ending ' + prcpvar.dateofdata)
+plt.show()
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/plotsst.py b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/plotsst.py
new file mode 100644
index 000000000..20e31f913
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/plotsst.py
@@ -0,0 +1,57 @@
+from mpl_toolkits.basemap import Basemap
+from netCDF4 import Dataset, date2index
+import numpy as np
+import matplotlib.pyplot as plt
+from datetime import datetime
+try:
+ from urllib.request import urlretrieve
+except ImportError:
+ from urllib import urlretrieve
+date = datetime(2007, 12, 15, 0) # date to plot.
+# open dataset.
+sstpath, sstheader = urlretrieve(
+ "https://downloads.psl.noaa.gov/Datasets/noaa.oisst.v2.highres/sst.day.mean.{0}.nc".format(date.year))
+dataset = Dataset(sstpath)
+timevar = dataset.variables['time']
+timeindex = date2index(date, timevar) # find time index for desired date.
+# read sst. Will automatically create a masked array using
+# missing_value variable attribute. 'squeeze out' singleton dimensions.
+sst = dataset.variables['sst'][timeindex, :].squeeze()
+# read ice.
+dataset.close()
+icepath, iceheader = urlretrieve(
+ "https://downloads.psl.noaa.gov/Datasets/noaa.oisst.v2.highres/icec.day.mean.{0}.nc".format(date.year))
+dataset = Dataset(icepath)
+ice = dataset.variables['icec'][timeindex, :].squeeze()
+# read lats and lons (representing centers of grid boxes).
+lats = dataset.variables['lat'][:]
+lons = dataset.variables['lon'][:]
+dataset.close()
+latstep, lonstep = np.diff(lats[:2]), np.diff(lons[:2])
+lats = np.append(lats - 0.5 * latstep, lats[-1] + 0.5 * latstep)
+lons = np.append(lons - 0.5 * lonstep, lons[-1] + 0.5 * lonstep)
+lons, lats = np.meshgrid(lons, lats)
+# create figure, axes instances.
+fig = plt.figure()
+ax = fig.add_axes([0.05, 0.05, 0.9, 0.9])
+# create Basemap instance.
+# coastlines not used, so resolution set to None to skip
+# continent processing (this speeds things up a bit)
+m = Basemap(projection='kav7', lon_0=0, resolution=None)
+# draw line around map projection limb.
+# color background of map projection region.
+# missing values over land will show up this color.
+m.drawmapboundary(fill_color='0.3')
+# plot sst, then ice with pcolor
+im1 = m.pcolormesh(lons, lats, sst, shading='flat',
+ cmap=plt.cm.jet, latlon=True)
+im2 = m.pcolormesh(lons, lats, ice, shading='flat',
+ cmap=plt.cm.gist_gray, latlon=True)
+# draw parallels and meridians, but don't bother labelling them.
+m.drawparallels(np.arange(-90., 99., 30.))
+m.drawmeridians(np.arange(-180., 180., 60.))
+# add colorbar
+cb = m.colorbar(im1, "bottom", size="5%", pad="2%")
+# add a title.
+ax.set_title('SST and ICE analysis for %s' % date)
+plt.show()
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/plotwindvec.py b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/plotwindvec.py
new file mode 100644
index 000000000..bb840bd80
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/plotwindvec.py
@@ -0,0 +1,97 @@
+import numpy as np
+import matplotlib.pyplot as plt
+import datetime
+from mpl_toolkits.basemap import Basemap, shiftgrid
+from netCDF4 import Dataset
+# specify date to plot.
+yyyy = 1993
+mm = 3
+dd = 14
+hh = 0
+date = datetime.datetime(yyyy, mm, dd, hh)
+# set OpenDAP server URL.
+URLbase = "https://www.ncei.noaa.gov/thredds/dodsC/model-cfs_reanl_6h_pgb/"
+URL = URLbase + "%04i/%04i%02i/%04i%02i%02i/pgbh00.gdas.%04i%02i%02i%02i.grb2" %\
+ (yyyy, yyyy, mm, yyyy, mm, dd, yyyy, mm, dd, hh)
+data = Dataset(URL)
+# read lats,lons
+# reverse latitudes so they go from south to north.
+latitudes = data.variables['lat'][::-1]
+longitudes = data.variables['lon'][:].tolist()
+# get sea level pressure and 10-m wind data.
+# mult slp by 0.01 to put in units of hPa.
+slpin = 0.01 * data.variables['Pressure_msl'][:].squeeze()
+uin = data.variables['u-component_of_wind_height_above_ground'][:].squeeze()
+vin = data.variables['v-component_of_wind_height_above_ground'][:].squeeze()
+# add cyclic points manually (could use addcyclic function)
+slp = np.zeros((slpin.shape[0], slpin.shape[1] + 1), np.float64)
+slp[:, 0:-1] = slpin[::-1]
+slp[:, -1] = slpin[::-1, 0]
+u = np.zeros((uin.shape[0], uin.shape[1] + 1), np.float64)
+u[:, 0:-1] = uin[::-1]
+u[:, -1] = uin[::-1, 0]
+v = np.zeros((vin.shape[0], vin.shape[1] + 1), np.float64)
+v[:, 0:-1] = vin[::-1]
+v[:, -1] = vin[::-1, 0]
+longitudes.append(360.)
+longitudes = np.array(longitudes)
+# make 2-d grid of lons, lats
+lons, lats = np.meshgrid(longitudes, latitudes)
+# make orthographic basemap.
+m = Basemap(resolution='c', projection='ortho', lat_0=60., lon_0=-60.)
+# create figure, add axes
+fig1 = plt.figure(figsize=(8, 10))
+ax = fig1.add_axes([0.1, 0.1, 0.8, 0.8])
+# set desired contour levels.
+clevs = np.arange(960, 1061, 5)
+# compute native x,y coordinates of grid.
+x, y = m(lons, lats)
+# define parallels and meridians to draw.
+parallels = np.arange(-80., 90, 20.)
+meridians = np.arange(0., 360., 20.)
+# plot SLP contours.
+CS1 = m.contour(x, y, slp, clevs, linewidths=0.5, colors='k')
+CS2 = m.contourf(x, y, slp, clevs, cmap=plt.cm.RdBu_r)
+# plot wind vectors on projection grid.
+# first, shift grid so it goes from -180 to 180 (instead of 0 to 360
+# in longitude). Otherwise, interpolation is messed up.
+ugrid, newlons = shiftgrid(180., u, longitudes, start=False)
+vgrid, newlons = shiftgrid(180., v, longitudes, start=False)
+# transform vectors to projection grid.
+uproj, vproj, xx, yy = \
+ m.transform_vector(ugrid, vgrid, newlons, latitudes,
+ 31, 31, returnxy=True, masked=True)
+# now plot.
+Q = m.quiver(xx, yy, uproj, vproj, scale=700)
+# make quiver key.
+qk = plt.quiverkey(Q, 0.1, 0.1, 20, '20 m/s', labelpos='W')
+# draw coastlines, parallels, meridians.
+m.drawcoastlines(linewidth=1.5)
+m.drawparallels(parallels)
+m.drawmeridians(meridians)
+# add colorbar
+cb = m.colorbar(CS2, "bottom", size="5%", pad="2%")
+cb.set_label('hPa')
+# set plot title
+ax.set_title('SLP and Wind Vectors ' + str(date))
+plt.show()
+
+# create 2nd figure, add axes
+fig2 = plt.figure(figsize=(8, 10))
+ax = fig2.add_axes([0.1, 0.1, 0.8, 0.8])
+# plot SLP contours
+CS1 = m.contour(x, y, slp, clevs, linewidths=0.5, colors='k')
+CS2 = m.contourf(x, y, slp, clevs, cmap=plt.cm.RdBu_r)
+# plot wind barbs over map.
+barbs = m.barbs(xx, yy, uproj, vproj, length=5,
+ barbcolor='k', flagcolor='r', linewidth=0.5)
+# draw coastlines, parallels, meridians.
+m.drawcoastlines(linewidth=1.5)
+m.drawparallels(parallels)
+m.drawmeridians(meridians)
+# add colorbar
+cb = m.colorbar(CS2, "bottom", size="5%", pad="2%")
+cb.set_label('hPa')
+# set plot title.
+ax.set_title('SLP and Wind Barbs ' + str(date))
+plt.show()
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/poly.py b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/poly.py
new file mode 100644
index 000000000..d3a4035e9
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/poly.py
@@ -0,0 +1,18 @@
+from mpl_toolkits.basemap import Basemap
+import numpy as np
+import matplotlib.pyplot as plt
+# setup polyconic basemap
+# by specifying lat/lon corners and central point.
+# area_thresh=1000 means don't plot coastline features less
+# than 1000 km^2 in area.
+m = Basemap(llcrnrlon=-35., llcrnrlat=-30, urcrnrlon=80., urcrnrlat=50.,
+ resolution='l', area_thresh=1000., projection='poly',
+ lat_0=0., lon_0=20.)
+m.drawcoastlines()
+m.fillcontinents(color='coral', lake_color='aqua')
+# draw parallels and meridians.
+m.drawparallels(np.arange(-80., 81., 20.))
+m.drawmeridians(np.arange(-180., 181., 20.))
+m.drawmapboundary(fill_color='aqua')
+plt.title("Polyconic Projection")
+plt.show()
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/robin.py b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/robin.py
new file mode 100644
index 000000000..a9abbacb1
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/robin.py
@@ -0,0 +1,14 @@
+from mpl_toolkits.basemap import Basemap
+import numpy as np
+import matplotlib.pyplot as plt
+# lon_0 is central longitude of projection.
+# resolution = 'c' means use crude resolution coastlines.
+m = Basemap(projection='robin', lon_0=0, resolution='c')
+m.drawcoastlines()
+m.fillcontinents(color='coral', lake_color='aqua')
+# draw parallels and meridians.
+m.drawparallels(np.arange(-90., 120., 30.))
+m.drawmeridians(np.arange(0., 360., 60.))
+m.drawmapboundary(fill_color='aqua')
+plt.title("Robinson Projection")
+plt.show()
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/sinu.py b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/sinu.py
new file mode 100644
index 000000000..02e5e8259
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/sinu.py
@@ -0,0 +1,14 @@
+from mpl_toolkits.basemap import Basemap
+import numpy as np
+import matplotlib.pyplot as plt
+# lon_0 is central longitude of projection.
+# resolution = 'c' means use crude resolution coastlines.
+m = Basemap(projection='sinu', lon_0=0, resolution='c')
+m.drawcoastlines()
+m.fillcontinents(color='coral', lake_color='aqua')
+# draw parallels and meridians.
+m.drawparallels(np.arange(-90., 120., 30.))
+m.drawmeridians(np.arange(0., 420., 60.))
+m.drawmapboundary(fill_color='aqua')
+plt.title("Sinusoidal Projection")
+plt.show()
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/spaeqd.py b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/spaeqd.py
new file mode 100644
index 000000000..c90b6e142
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/spaeqd.py
@@ -0,0 +1,23 @@
+from mpl_toolkits.basemap import Basemap
+import numpy as np
+import matplotlib.pyplot as plt
+# setup south polar aimuthal equidistant basemap.
+# The longitude lon_0 is at 6-o'clock, and the
+# latitude circle boundinglat is tangent to the edge
+# of the map at lon_0.
+m = Basemap(projection='spaeqd', boundinglat=-10, lon_0=90, resolution='l')
+m.drawcoastlines()
+m.fillcontinents(color='coral', lake_color='aqua')
+# draw parallels and meridians.
+m.drawparallels(np.arange(-80., 81., 20.))
+m.drawmeridians(np.arange(-180., 181., 20.))
+m.drawmapboundary(fill_color='aqua')
+# draw tissot's indicatrix to show distortion.
+ax = plt.gca()
+for y in np.linspace(19 * m.ymin / 20, m.ymin / 20, 10):
+ for x in np.linspace(19 * m.xmin / 20, m.xmin / 20, 10):
+ lon, lat = m(x, y, inverse=True)
+ poly = m.tissot(lon, lat, 2.5, 100,
+ facecolor='green', zorder=10, alpha=0.5)
+plt.title("South Polar Azimuthal Equidistant Projection")
+plt.show()
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/splaea.py b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/splaea.py
new file mode 100644
index 000000000..1c4683f9c
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/splaea.py
@@ -0,0 +1,23 @@
+from mpl_toolkits.basemap import Basemap
+import numpy as np
+import matplotlib.pyplot as plt
+# setup south polar lambert azimuthal basemap.
+# The longitude lon_0 is at 6-o'clock, and the
+# latitude circle boundinglat is tangent to the edge
+# of the map at lon_0.
+m = Basemap(projection='splaea', boundinglat=-10, lon_0=90, resolution='l')
+m.drawcoastlines()
+m.fillcontinents(color='coral', lake_color='aqua')
+# draw parallels and meridians.
+m.drawparallels(np.arange(-80., 81., 20.))
+m.drawmeridians(np.arange(-180., 181., 20.))
+m.drawmapboundary(fill_color='aqua')
+# draw tissot's indicatrix to show distortion.
+ax = plt.gca()
+for y in np.linspace(19 * m.ymin / 20, m.ymin / 20, 10):
+ for x in np.linspace(19 * m.xmin / 20, m.xmin / 20, 10):
+ lon, lat = m(x, y, inverse=True)
+ poly = m.tissot(lon, lat, 2.5, 100,
+ facecolor='green', zorder=10, alpha=0.5)
+plt.title("South Polar Lambert Azimuthal Projection")
+plt.show()
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/spstere.py b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/spstere.py
new file mode 100644
index 000000000..6ed3d9060
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/spstere.py
@@ -0,0 +1,24 @@
+from mpl_toolkits.basemap import Basemap
+import numpy as np
+import matplotlib.pyplot as plt
+# setup south polar stereographic basemap.
+# The longitude lon_0 is at 6-o'clock, and the
+# latitude circle boundinglat is tangent to the edge
+# of the map at lon_0. Default value of lat_ts
+# (latitude of true scale) is pole.
+m = Basemap(projection='spstere', boundinglat=-10, lon_0=90, resolution='l')
+m.drawcoastlines()
+m.fillcontinents(color='coral', lake_color='aqua')
+# draw parallels and meridians.
+m.drawparallels(np.arange(-80., 81., 20.))
+m.drawmeridians(np.arange(-180., 181., 20.))
+m.drawmapboundary(fill_color='aqua')
+# draw tissot's indicatrix to show distortion.
+ax = plt.gca()
+for y in np.linspace(19 * m.ymin / 20, m.ymin / 20, 10):
+ for x in np.linspace(19 * m.xmin / 20, m.xmin / 20, 10):
+ lon, lat = m(x, y, inverse=True)
+ poly = m.tissot(lon, lat, 2.5, 100,
+ facecolor='green', zorder=10, alpha=0.5)
+plt.title("South Polar Stereographic Projection")
+plt.show()
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/stere.py b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/stere.py
new file mode 100644
index 000000000..486d46af9
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/stere.py
@@ -0,0 +1,24 @@
+from mpl_toolkits.basemap import Basemap
+import numpy as np
+import matplotlib.pyplot as plt
+# setup stereographic basemap.
+# lat_ts is latitude of true scale.
+# lon_0,lat_0 is central point.
+m = Basemap(width=12000000, height=8000000,
+ resolution='l', projection='stere',
+ lat_ts=50, lat_0=50, lon_0=-107.)
+m.drawcoastlines()
+m.fillcontinents(color='coral', lake_color='aqua')
+# draw parallels and meridians.
+m.drawparallels(np.arange(-80., 81., 20.))
+m.drawmeridians(np.arange(-180., 181., 20.))
+m.drawmapboundary(fill_color='aqua')
+# draw tissot's indicatrix to show distortion.
+ax = plt.gca()
+for y in np.linspace(m.ymax / 20, 19 * m.ymax / 20, 9):
+ for x in np.linspace(m.xmax / 20, 19 * m.xmax / 20, 12):
+ lon, lat = m(x, y, inverse=True)
+ poly = m.tissot(lon, lat, 1.5, 100,
+ facecolor='green', zorder=10, alpha=0.5)
+plt.title("Stereographic Projection")
+plt.show()
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/tmerc.py b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/tmerc.py
new file mode 100644
index 000000000..a9daabf4a
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/tmerc.py
@@ -0,0 +1,22 @@
+from mpl_toolkits.basemap import Basemap
+import numpy as np
+import matplotlib.pyplot as plt
+# llcrnrlat,llcrnrlon,urcrnrlat,urcrnrlon
+# are the lat/lon values of the lower left and upper right corners
+# of the map.
+# resolution = 'i' means use intermediate resolution coastlines.
+# lon_0, lat_0 are the central longitude and latitude of the projection.
+m = Basemap(llcrnrlon=-10.5, llcrnrlat=49.5, urcrnrlon=3.5, urcrnrlat=59.5,
+ resolution='i', projection='tmerc', lon_0=-4.36, lat_0=54.7)
+# can get the identical map this way (by specifying width and
+# height instead of lat/lon corners)
+# m = Basemap(width=894887,height=1116766,\
+# resolution='i',projection='tmerc',lon_0=-4.36,lat_0=54.7)
+m.drawcoastlines()
+m.fillcontinents(color='coral', lake_color='aqua')
+# draw parallels and meridians.
+m.drawparallels(np.arange(-40, 61., 2.))
+m.drawmeridians(np.arange(-20., 21., 2.))
+m.drawmapboundary(fill_color='aqua')
+plt.title("Transverse Mercator Projection")
+plt.show()
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/vandg.py b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/vandg.py
new file mode 100644
index 000000000..e94d33350
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/figures/vandg.py
@@ -0,0 +1,14 @@
+from mpl_toolkits.basemap import Basemap
+import numpy as np
+import matplotlib.pyplot as plt
+# lon_0 is central longitude of projection.
+# resolution = 'c' means use crude resolution coastlines.
+m = Basemap(projection='vandg', lon_0=0, resolution='c')
+m.drawcoastlines()
+m.fillcontinents(color='coral', lake_color='aqua')
+# draw parallels and meridians.
+m.drawparallels(np.arange(-80., 81., 20.))
+m.drawmeridians(np.arange(0., 360., 60.))
+m.drawmapboundary(fill_color='aqua')
+plt.title("van der Grinten Projection")
+plt.show()
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/gall.rst b/Downloads/basemap-develop/packages/basemap/doc/source/users/gall.rst
new file mode 100644
index 000000000..61407ad84
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/gall.rst
@@ -0,0 +1,9 @@
+.. _gall:
+
+Gall Stereographic Projection
+=============================
+
+A stereographic, cylindrical projection that is neither equal-area
+or conformal.
+
+.. plot:: users/figures/gall.py
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/geography.rst b/Downloads/basemap-develop/packages/basemap/doc/source/users/geography.rst
new file mode 100644
index 000000000..ce71334c4
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/geography.rst
@@ -0,0 +1,71 @@
+.. _geography:
+
+Drawing a Map Background
+========================
+
+Basemap includes the `GSHHG `_
+coastline dataset, as well as datasets for rivers, state and
+country boundaries from
+`GMT `_.
+These datasets can be used to draw coastlines, rivers and political
+boundaries on maps at several different resolutions. The relevant Basemap
+methods are:
+
+* :func:`~mpl_toolkits.basemap.Basemap.drawcoastlines`: draw coastlines.
+* :func:`~mpl_toolkits.basemap.Basemap.fillcontinents`: color the interior
+ of continents (by filling the coastline polygons).
+ Unfortunately, the fillcontinents method doesn't always do the right thing.
+ Matplotlib always tries to fill the inside of a polygon. Under certain situations,
+ what is the inside of a coastline polygon can be ambiguous, and the
+ outside may be filled instead of the inside.
+ In these situations, the recommended workaround is to use the
+ :func:`~mpl_toolkits.basemap.Basemap.drawlsmask` method to
+ overlay an image with different colors specified for land and water regions
+ (see below).
+* :func:`~mpl_toolkits.basemap.Basemap.drawcountries`: draw country boundaries.
+* :func:`~mpl_toolkits.basemap.Basemap.drawstates`: draw state boundaries
+ in North America.
+* :func:`~mpl_toolkits.basemap.Basemap.drawrivers`: draw rivers.
+
+Instead of drawing coastlines and political boundaries, an image can be
+used as a map background. Basemap provides several options for this:
+
+* :func:`~mpl_toolkits.basemap.Basemap.drawlsmask`: draw a high-resolution
+ land-sea mask as an image, with land and ocean colors specified. The land-sea
+ mask is derived from the GSHHS coastline data, and there are several
+ coastline options and pixel sizes to choose from.
+* :func:`~mpl_toolkits.basemap.Basemap.bluemarble`: draw a NASA
+ `Blue Marble `_
+ image as a map background.
+* :func:`~mpl_toolkits.basemap.Basemap.shadedrelief`: draw a
+ `shaded relief `_ image
+ as a map background.
+* :func:`~mpl_toolkits.basemap.Basemap.etopo`: draw an
+ `etopo `_
+ relief image as map background.
+* :func:`~mpl_toolkits.basemap.Basemap.warpimage`: use an abitrary
+ image as a map background. The image must be global, covering the
+ world in lat/lon coordinates from the international dateline eastward
+ and the South Pole northward.
+
+Here are examples of the various ways to draw a map background.
+
+1. Draw coastlines, filling ocean and land areas.
+
+.. plot:: users/figures/background1.py
+
+2. Draw a land-sea mask as an image.
+
+.. plot:: users/figures/background2.py
+
+3. Draw the NASA 'Blue Marble' image.
+
+.. plot:: users/figures/background3.py
+
+4. Draw a shaded relief image.
+
+.. plot:: users/figures/background4.py
+
+5. Draw an etopo relief image.
+
+.. plot:: users/figures/background5.py
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/geos.rst b/Downloads/basemap-develop/packages/basemap/doc/source/users/geos.rst
new file mode 100644
index 000000000..6ef911ead
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/geos.rst
@@ -0,0 +1,11 @@
+.. _geos:
+
+Geostationary Projection
+========================
+
+The geostationary projection displays the earth as a satellite
+(in geostationary orbit) would see it.
+
+.. plot:: users/figures/geos_full.py
+
+.. plot:: users/figures/geos_partial.py
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/gnomon.rst b/Downloads/basemap-develop/packages/basemap/doc/source/users/gnomon.rst
new file mode 100644
index 000000000..5009ee6e7
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/gnomon.rst
@@ -0,0 +1,8 @@
+.. _gnomon:
+
+Gnomonic Projection
+===================
+
+In the gnomonic projection, great circles are straight lines.
+
+.. plot:: users/figures/gnomon.py
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/graticule.rst b/Downloads/basemap-develop/packages/basemap/doc/source/users/graticule.rst
new file mode 100644
index 000000000..dcac567ce
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/graticule.rst
@@ -0,0 +1,27 @@
+.. _graticule:
+
+Drawing and Labelling Parallels and Meridians
+=============================================
+
+Most maps include a graticule grid, a reference network of labelled
+latitude and longitude lines. Basemap does this with the
+:func:`~mpl_toolkits.basemap.Basemap.drawparallels` and
+:func:`~mpl_toolkits.basemap.Basemap.drawmeridians` instance methods.
+The longitude and latitude lines can be labelled where they intersect
+the map projection boundary. There are a few exceptions: meridians
+and parallels cannot be labelled on maps with
+``proj`` set to ``ortho`` (orthographic), ``geos`` (geostationary),
+``vandg`` (van der Grinten) or ``nsper`` (near-sided perspective),
+and meridians cannot be labelled on maps with
+``proj`` set to ``ortho`` (orthographic), ``geos`` (geostationary),
+``vandg`` (van der Grinten), ``nsper`` (near-sided perspective),
+``moll`` (Mollweide), ``hammer`` (Hammer), or ``sinu``
+(sinusoidal). This is because the lines can be very close
+together where they intersect the boundary on these maps, so that
+they really need to be labelled manually on the interior of the plot.
+Here's an example that shows how to draw parallels and meridians
+and label them on different sides of the plot.
+
+.. plot:: users/figures/graticule.py
+
+.. toctree::
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/hammer.rst b/Downloads/basemap-develop/packages/basemap/doc/source/users/hammer.rst
new file mode 100644
index 000000000..06098e0fc
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/hammer.rst
@@ -0,0 +1,8 @@
+.. _hammer:
+
+Hammer Projection
+====================
+
+The hammer projection is a global, elliptical, equal-area projection.
+
+.. plot:: users/figures/hammer.py
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/index.rst b/Downloads/basemap-develop/packages/basemap/doc/source/users/index.rst
new file mode 100644
index 000000000..d79f0783c
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/index.rst
@@ -0,0 +1,17 @@
+.. _users-guide-index:
+
+Basemap User's Guide
+====================
+
+:Release: |release|
+:Date: |today|
+
+.. toctree::
+
+ introduction.rst
+ installation.rst
+ mapsetup.rst
+ geography.rst
+ graticule.rst
+ mapcoords.rst
+ examples.rst
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/installation.rst b/Downloads/basemap-develop/packages/basemap/doc/source/users/installation.rst
new file mode 100644
index 000000000..f9bd57c4e
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/installation.rst
@@ -0,0 +1,98 @@
+Installation
+============
+
+Installing from PyPI
+--------------------
+
+Precompiled binary wheels for Windows and GNU/Linux are available in
+PyPI (architectures x86 and x64, Python 2.7 and 3.5+) and can be
+installed with `pip`_:
+
+.. code-block:: sh
+
+ python -m pip install basemap
+
+Installing ``basemap`` will also install ``basemap-data``, containing the
+minimal data assets required by ``basemap``. If you also need the
+high-resolution data assets, you can install them with `pip`_ too:
+
+.. code-block:: sh
+
+ python -m pip install basemap-data-hires
+
+Installing from conda-forge
+---------------------------
+
+For Miniforge users, ``basemap`` packages are available through the
+``conda-forge`` channel for Windows and GNU/Linux (x64) as well as
+for MacOS (x64 and arm64):
+
+.. code-block:: sh
+
+ conda install -c conda-forge basemap
+
+Similarly to the PyPI installation, the high-resolution data assets
+can be installed separately if needed:
+
+.. code-block:: sh
+
+ conda install -c conda-forge basemap-data-hires
+
+Installing from source
+----------------------
+
+Optionally, you can also install ``basemap`` from its source hosted
+on GitHub as indicated in the following steps:
+
+1. Install pre-requisite Python modules:
+
+ - `cython`_
+ - `numpy`_
+
+2. Download the ``basemap`` source code and move to the
+ ``packages/basemap`` folder:
+
+ .. code-block:: sh
+
+ git clone --depth 1 https://github.com/matplotlib/basemap.git
+ cd basemap/packages/basemap
+
+3. Build the `GEOS`_ library. You may use the helper provided in the
+ ``utils`` folder (please note that you need `CMake`_ and a working
+ C compiler in advance):
+
+ .. code-block:: sh
+
+ export GEOS_DIR=
+ python -c "import utils; utils.GeosLibrary('3.6.5').build(installdir='${GEOS_DIR}')"
+
+ or you can link directly to the system library if it is already
+ installed. ``GEOS_DIR`` must point to the GEOS installation prefix;
+ e.g. if ``libgeos_c.so`` is located in ``/usr/lib`` and ``geos_c.h``
+ is located in ``/usr/include``, then you must set ``GEOS_DIR`` to
+ ``/usr``.
+
+4. Build and install the ``basemap`` binary wheel:
+
+ .. code-block:: sh
+
+ python -m pip install .
+
+ On GNU/Linux, if your Python was installed through a package
+ management system, make sure that you have the Python header
+ ``Python.h`` required to build Cython extensions (e.g. on
+ Debian-like systems, you should have the package ``python-dev``
+ installed).
+
+5. Check that the package was installed correctly by executing:
+
+ .. code-block:: sh
+
+ python -c "from mpl_toolkits.basemap import Basemap"
+
+
+.. _pip: https://pip.pypa.io/
+.. _cython: https://github.com/cython/cython
+.. _numpy: https://github.com/numpy/numpy
+.. _GEOS: https://github.com/libgeos/geos
+.. _CMake: https://cmake.org/
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/introduction.rst b/Downloads/basemap-develop/packages/basemap/doc/source/users/introduction.rst
new file mode 100644
index 000000000..ac5567a51
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/introduction.rst
@@ -0,0 +1,38 @@
+Introduction
+============
+
+The matplotlib basemap toolkit is a library for plotting 2D data on maps
+in `Python`_. It is similar in functionality to `GrADS`_, `GMT`_, the
+`MATLAB Mapping Toolbox`_ and the `IDL Mapping Facilities`_. `CDAT`_
+and `PyNGL`_ are other Python libraries with similar capabilities.
+
+Basemap does not plot on its own, but provides the facilities to
+transform coordinates to one of 25 different map projections (using
+`pyproj`_ and therefore the `PROJ`_ C library). Then `matplotlib`_ is
+used to plot contours, images, vectors, lines or points in the
+transformed coordinates. Shoreline, river and political boundary
+datasets (extracted from `GMT`_) are provided, together with methods
+for plotting them. The `GEOS`_ library is used internally to clip the
+coastline and political boundary features to the map projection region.
+
+Basemap is geared towards the needs of Earth scientists, particularly
+oceanographers and meteorologists. Jeff Whitaker originally wrote
+Basemap to help in his research (climate and weather forecasting),
+since at the time `CDAT`_ was the only other tool in Python for
+plotting data on map projections. Over the years, the capabilities
+of basemap have evolved as scientists in other disciplines (such as
+biology, geology and geophysics) requested and contributed new features.
+
+
+.. _Python: https://www.python.org/
+.. _GMT: https://www.generic-mapping-tools.org/
+.. _GrADS: http://cola.gmu.edu/grads/
+.. _MATLAB Mapping Toolbox: https://www.mathworks.com/help/map/map.html
+.. _IDL Mapping Facilities: https://www.nv5geospatialsoftware.com/docs/mapping_funct_list.html
+.. _CDAT: https://cdat.llnl.gov/
+.. _PyNGL: https://www.pyngl.ucar.edu/
+
+.. _pyproj: https://pyproj4.github.io/pyproj
+.. _PROJ: https://proj.org/
+.. _matplotlib: https://matplotlib.org/
+.. _GEOS: https://libgeos.org/
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/kav7.rst b/Downloads/basemap-develop/packages/basemap/doc/source/users/kav7.rst
new file mode 100644
index 000000000..714f072b5
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/kav7.rst
@@ -0,0 +1,8 @@
+.. _kav7:
+
+Kavrayskiy VII Projection
+=========================
+
+A global projection similar to Robinson, used widely in the former Soviet Union.
+
+.. plot:: users/figures/kav7.py
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/laea.rst b/Downloads/basemap-develop/packages/basemap/doc/source/users/laea.rst
new file mode 100644
index 000000000..af4f0334f
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/laea.rst
@@ -0,0 +1,13 @@
+.. _laea:
+
+Lambert Azimuthal Equal Area Projection
+=======================================
+
+An equal-area projection. The green shapes drawn on the map are equal-area
+circles on the surface of the earth. Known as "Tissot's indicatrix",
+they can be used to show the angular and areal distortion of a map projection.
+On a conformal projection, the shape of the circles is preserved, but the
+area is not. On a equal-area projection, the area is preserved but the
+shape is not.
+
+.. plot:: users/figures/laea.py
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/lcc.rst b/Downloads/basemap-develop/packages/basemap/doc/source/users/lcc.rst
new file mode 100644
index 000000000..d52d0a066
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/lcc.rst
@@ -0,0 +1,13 @@
+.. _lcc:
+
+Lambert Conformal Projection
+============================
+
+A conformal projection. The green shapes drawn on the map are equal-area
+circles on the surface of the earth. Known as "Tissot's indicatrix",
+they can be used to show the angular and areal distortion of a map projection.
+On a conformal projection, the shape of the circles is preserved, but the
+area is not. On a equal-area projection, the area is preserved but the
+shape is not.
+
+.. plot:: users/figures/lcc.py
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/mapcoords.rst b/Downloads/basemap-develop/packages/basemap/doc/source/users/mapcoords.rst
new file mode 100644
index 000000000..84436e14f
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/mapcoords.rst
@@ -0,0 +1,17 @@
+.. _mapcoords:
+
+Converting to and from map projection coordinates
+=================================================
+
+In order to plot data on a map, the coordinates of the data must
+be given in map projection coordinates.
+Calling a Basemap class instance with the arguments lon, lat will
+convert lon/lat (in degrees) to x/y map projection coordinates
+(in meters). The inverse transformation is done if the optional keyword
+``inverse`` is set to True.
+Here's an example that uses this feature to plot a marker and some text to
+denote the location of Boulder, CO, given the lat/lon position.
+
+.. plot:: users/figures/plotboulder.py
+
+.. toctree::
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/mapsetup.rst b/Downloads/basemap-develop/packages/basemap/doc/source/users/mapsetup.rst
new file mode 100644
index 000000000..8a796cd0a
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/mapsetup.rst
@@ -0,0 +1,65 @@
+.. _mapsetup:
+
+Setting up the map
+==================
+
+In order to represent the curved surface of the earth on a two-dimensional
+map, a map projection is needed. Since this cannot be done without
+distortion, there are many map projections, each with it's own advantages
+and disadvantages. Basemap provides 24 different map projections.
+Some are global, some can only represent a portion of the globe. When
+a :class:`~mpl_toolkits.basemap.Basemap` class instance is
+created, the desired map projection must
+be specified, along with information about the portion of the earth's
+surface that the map projection will describe. There are two basic
+ways of doing this. One is to provide the latitude and longitude values
+of each of the four corners of the rectangular map projection region.
+The other is to provide the lat/lon value of the center of the map
+projection region along with the width and height of the region in
+map projection coordinates.
+
+The class variable ``supported_projections`` is a dictionary containing
+information about all the projections supported by Basemap. The keys
+are the short names (used with the ``projection`` keyword to define
+a projection when creating a ``Basemap`` class instance), and the values
+are longer, more descriptive names. The class variable ``projection_params``
+is a dictionary that provides a list of parameters that can be used to
+define the properties of each projection. Following are examples that
+illustrate how to set up each of the supported projections. Note that
+many map projection possess one of two desirable properties - they can be
+equal-area (the area of features is preserved) or conformal (the shape of
+features is preserved). Since no map projection can have both at the same
+time, many compromise between the two.
+
+.. toctree::
+
+ aeqd.rst
+ gnomon.rst
+ ortho.rst
+ geos.rst
+ nsper.rst
+ moll.rst
+ hammer.rst
+ robin.rst
+ eck4.rst
+ kav7.rst
+ mbtfpq.rst
+ sinu.rst
+ cyl.rst
+ cass.rst
+ merc.rst
+ tmerc.rst
+ omerc.rst
+ poly.rst
+ mill.rst
+ gall.rst
+ cea.rst
+ lcc.rst
+ laea.rst
+ stere.rst
+ eqdc.rst
+ aea.rst
+ pstere.rst
+ plaea.rst
+ paeqd.rst
+ vandg.rst
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/mbtfpq.rst b/Downloads/basemap-develop/packages/basemap/doc/source/users/mbtfpq.rst
new file mode 100644
index 000000000..9eae8b0ab
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/mbtfpq.rst
@@ -0,0 +1,8 @@
+.. _mbtfpq:
+
+McBryde-Thomas Flat Polar Quartic
+=================================
+
+A global equal-area projection.
+
+.. plot:: users/figures/mbtfpq.py
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/merc.rst b/Downloads/basemap-develop/packages/basemap/doc/source/users/merc.rst
new file mode 100644
index 000000000..6ab0af8aa
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/merc.rst
@@ -0,0 +1,8 @@
+.. _merc:
+
+Mercator Projection
+===================
+
+A cylindrical, conformal projection. Very large distortion at high latitudes, cannot fully reach the polar regions.
+
+.. plot:: users/figures/merc.py
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/mill.rst b/Downloads/basemap-develop/packages/basemap/doc/source/users/mill.rst
new file mode 100644
index 000000000..6c6428db9
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/mill.rst
@@ -0,0 +1,9 @@
+.. _mill:
+
+Miller Cylindrical Projection
+=============================
+
+A modified version of the mercator projection that avoids the polar
+singularity. Neither equal-area or conformal.
+
+.. plot:: users/figures/mill.py
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/moll.rst b/Downloads/basemap-develop/packages/basemap/doc/source/users/moll.rst
new file mode 100644
index 000000000..e78d31c98
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/moll.rst
@@ -0,0 +1,8 @@
+.. _moll:
+
+Mollweide Projection
+====================
+
+The mollweide projection is a global, elliptical, equal-area projection.
+
+.. plot:: users/figures/moll.py
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/nsper.rst b/Downloads/basemap-develop/packages/basemap/doc/source/users/nsper.rst
new file mode 100644
index 000000000..729971d32
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/nsper.rst
@@ -0,0 +1,11 @@
+.. _nsper:
+
+Near-Sided Perspective Projection
+=================================
+
+The near-sided perspective projection displays the earth as a satellite
+(in orbit at an arbitrary altitude above the earth) would see it.
+
+.. plot:: users/figures/nsper_full.py
+
+.. plot:: users/figures/nsper_partial.py
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/omerc.rst b/Downloads/basemap-develop/packages/basemap/doc/source/users/omerc.rst
new file mode 100644
index 000000000..e8116bdf2
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/omerc.rst
@@ -0,0 +1,12 @@
+.. _omerc:
+
+Oblique Mercator Projection
+===========================
+
+The oblique aspect of the mercator projection.
+The projection centerline, instead of being a latitude (as in
+the regular mercator projection) or a longitude (as in the
+transverse mercator projection) can be an
+arbitrary great circle (defined by specifying two points).
+
+.. plot:: users/figures/omerc.py
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/ortho.rst b/Downloads/basemap-develop/packages/basemap/doc/source/users/ortho.rst
new file mode 100644
index 000000000..d188b3f16
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/ortho.rst
@@ -0,0 +1,11 @@
+.. _ortho:
+
+Orthographic Projection
+=======================
+
+The orthographic projection displays the earth as a satellite
+(in an orbit infinitely high above the earth) would see it.
+
+.. plot:: users/figures/ortho_full.py
+
+.. plot:: users/figures/ortho_partial.py
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/paeqd.rst b/Downloads/basemap-develop/packages/basemap/doc/source/users/paeqd.rst
new file mode 100644
index 000000000..1d80a72ba
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/paeqd.rst
@@ -0,0 +1,11 @@
+.. _paeqd:
+
+Polar Azimuthal Equidistant Projection
+======================================
+
+For convenience, the projections ``npaeqd`` and ``spaeqd`` are provided
+for easy access to the polar aspect of the azimuthal equidistant projection.
+
+.. plot:: users/figures/npaeqd.py
+
+.. plot:: users/figures/spaeqd.py
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/plaea.rst b/Downloads/basemap-develop/packages/basemap/doc/source/users/plaea.rst
new file mode 100644
index 000000000..9b66c2a88
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/plaea.rst
@@ -0,0 +1,12 @@
+.. _plaea:
+
+Polar Lambert Azimuthal Projection
+==================================
+
+For convenience, the projections ``nplaea`` and ``splaea`` are provided
+for easy access to the polar aspect of the lambert azimuthal equal-area
+projection.
+
+.. plot:: users/figures/nplaea.py
+
+.. plot:: users/figures/splaea.py
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/poly.rst b/Downloads/basemap-develop/packages/basemap/doc/source/users/poly.rst
new file mode 100644
index 000000000..ee0123a85
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/poly.rst
@@ -0,0 +1,6 @@
+.. _poly:
+
+Polyconic Projection
+====================
+
+.. plot:: users/figures/poly.py
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/pstere.rst b/Downloads/basemap-develop/packages/basemap/doc/source/users/pstere.rst
new file mode 100644
index 000000000..188275408
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/pstere.rst
@@ -0,0 +1,11 @@
+.. _pstere:
+
+Polar Stereographic Projection
+==============================
+
+For convenience, the projections ``npstere`` and ``spstere`` are provided
+for easy access to the polar aspect of the stereographic conformal projection.
+
+.. plot:: users/figures/npstere.py
+
+.. plot:: users/figures/spstere.py
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/robin.rst b/Downloads/basemap-develop/packages/basemap/doc/source/users/robin.rst
new file mode 100644
index 000000000..834832893
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/robin.rst
@@ -0,0 +1,8 @@
+.. _robin:
+
+Robinson Projection
+===================
+
+A global projection once used by the National Geographic Society for world maps.
+
+.. plot:: users/figures/robin.py
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/sinu.rst b/Downloads/basemap-develop/packages/basemap/doc/source/users/sinu.rst
new file mode 100644
index 000000000..0175f2e72
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/sinu.rst
@@ -0,0 +1,9 @@
+.. _sinu:
+
+Sinusoidal Projection
+=====================
+
+A global equal-area projection where the length of each parallel is
+equal to the cosine of the latitude.
+
+.. plot:: users/figures/sinu.py
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/stere.rst b/Downloads/basemap-develop/packages/basemap/doc/source/users/stere.rst
new file mode 100644
index 000000000..45bbaa68f
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/stere.rst
@@ -0,0 +1,13 @@
+.. _stere:
+
+Stereographic Projection
+========================
+
+A conformal projection. The green shapes drawn on the map are equal-area
+circles on the surface of the earth. Known as "Tissot's indicatrix",
+they can be used to show the angular and areal distortion of a map projection.
+On a conformal projection, the shape of the circles is preserved, but the
+area is not. On a equal-area projection, the area is preserved but the
+shape is not.
+
+.. plot:: users/figures/stere.py
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/tmerc.rst b/Downloads/basemap-develop/packages/basemap/doc/source/users/tmerc.rst
new file mode 100644
index 000000000..f706b70a7
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/tmerc.rst
@@ -0,0 +1,10 @@
+.. _tmerc:
+
+Transverse Mercator Projection
+==============================
+
+The transverse aspect of the mercator projection.
+The globe is first rotated so the central meridian becomes the "equator",
+and then the normal mercator projection is applied.
+
+.. plot:: users/figures/tmerc.py
diff --git a/Downloads/basemap-develop/packages/basemap/doc/source/users/vandg.rst b/Downloads/basemap-develop/packages/basemap/doc/source/users/vandg.rst
new file mode 100644
index 000000000..1a2b1e917
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/doc/source/users/vandg.rst
@@ -0,0 +1,10 @@
+.. _vandg:
+
+van der Grinten Projection
+==========================
+
+A global projection once used by the National Geographic Society for world maps.
+Neither equal area or conformal, shows the world in a circle centered on
+the equator.
+
+.. plot:: users/figures/vandg.py
diff --git a/Downloads/basemap-develop/packages/basemap/pyproject.toml b/Downloads/basemap-develop/packages/basemap/pyproject.toml
new file mode 100644
index 000000000..a7d900689
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/pyproject.toml
@@ -0,0 +1,9 @@
+[build-system]
+requires = [
+ 'setuptools >= 67.0, < 76.0',
+ 'wheel >= 0.40, < 0.46',
+ 'cython >= 0.29.31, < 3.1',
+ 'numpy == 2.1.0; python_version == "3.13"',
+ 'numpy == 2.0.0; python_version <= "3.12"',
+]
+build-backend = "setuptools.build_meta"
diff --git a/Downloads/basemap-develop/packages/basemap/requirements-doc.txt b/Downloads/basemap-develop/packages/basemap/requirements-doc.txt
new file mode 100644
index 000000000..e89d7e235
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/requirements-doc.txt
@@ -0,0 +1,6 @@
+sphinx >= 7.0, < 8.0
+furo >= 2023.9.10, < 2024.8.7
+
+scipy >= 1.6, < 1.16
+cftime >= 1.4.0, < 1.7.0
+netCDF4 >= 1.5.6, < 1.8.0
diff --git a/Downloads/basemap-develop/packages/basemap/requirements-lint.txt b/Downloads/basemap-develop/packages/basemap/requirements-lint.txt
new file mode 100644
index 000000000..a13cd4285
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/requirements-lint.txt
@@ -0,0 +1,4 @@
+flake8 >= 3.9, < 7.2
+
+astroid >= 3.0, < 3.4
+pylint >= 3.0, < 3.4
diff --git a/Downloads/basemap-develop/packages/basemap/requirements-owslib.txt b/Downloads/basemap-develop/packages/basemap/requirements-owslib.txt
new file mode 100644
index 000000000..5c7425ee0
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/requirements-owslib.txt
@@ -0,0 +1 @@
+OWSLib >= 0.28.1, < 0.33
diff --git a/Downloads/basemap-develop/packages/basemap/requirements-pillow.txt b/Downloads/basemap-develop/packages/basemap/requirements-pillow.txt
new file mode 100644
index 000000000..89493b01d
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/requirements-pillow.txt
@@ -0,0 +1 @@
+pillow >= 10.3, < 11.2
diff --git a/Downloads/basemap-develop/packages/basemap/requirements-setup.txt b/Downloads/basemap-develop/packages/basemap/requirements-setup.txt
new file mode 100644
index 000000000..d12bb0661
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/requirements-setup.txt
@@ -0,0 +1 @@
+cython >= 0.29.31, < 3.1
diff --git a/Downloads/basemap-develop/packages/basemap/requirements-test.txt b/Downloads/basemap-develop/packages/basemap/requirements-test.txt
new file mode 100644
index 000000000..6a0458527
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/requirements-test.txt
@@ -0,0 +1,4 @@
+pytest >= 7.0, < 8.4
+
+pytest-cov >= 3.0, < 6.1
+coverage >= 5.0, < 7.7
diff --git a/Downloads/basemap-develop/packages/basemap/requirements.txt b/Downloads/basemap-develop/packages/basemap/requirements.txt
new file mode 100644
index 000000000..3f20dc53c
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/requirements.txt
@@ -0,0 +1,8 @@
+basemap_data >= 1.3.2, < 3.0
+packaging >= 20.5, < 25.0
+
+numpy >= 2.0, < 2.3
+matplotlib >= 3.4, < 3.11
+
+pyproj >= 3.0, < 3.8
+pyshp >= 2.0, < 2.4
diff --git a/Downloads/basemap-develop/packages/basemap/setup.cfg b/Downloads/basemap-develop/packages/basemap/setup.cfg
new file mode 100644
index 000000000..643dee05f
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/setup.cfg
@@ -0,0 +1,37 @@
+[metadata]
+license_files =
+ LICENSE
+ LICENSE.geos
+
+[sdist]
+formats = zip
+
+[flake8]
+ignore =
+ E301,E306,E402,E501,E731,F401,F403,W503,W504
+# E301: expected-blank-line-missing
+# E306: no-blank-line-before-nested-def
+# E402: module-import-not-at-top-file
+# E501: line-too-long
+# E731: used-lambda
+# F401: unused-import
+# F403: wildcard-import
+# W503: line-break-before-binary-operator
+# W504: line-break-after-binary-operator
+
+[tool:pytest]
+filterwarnings =
+ error
+
+[coverage:paths]
+source =
+ src
+ /opt/pyenv/versions/**/site-packages
+
+[coverage:report]
+exclude_lines =
+ pragma: no cover
+ def __repr__
+ def __str__
+ raise NotImplementedError
+ if __name__ == .__main__.:
diff --git a/Downloads/basemap-develop/packages/basemap/setup.py b/Downloads/basemap-develop/packages/basemap/setup.py
new file mode 100644
index 000000000..8ded12d86
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/setup.py
@@ -0,0 +1,240 @@
+#! /usr/bin/env python
+# -*- coding: utf-8 -*-
+# flake8: noqa: E122
+"""basemap -- Plot data on map projections with matplotlib."""
+
+import io
+import os
+import re
+import sys
+import glob
+import warnings
+from setuptools import setup
+from setuptools import find_namespace_packages
+from setuptools.command.sdist import sdist
+from setuptools.extension import Extension
+
+
+def get_content(name, splitlines=False):
+ """Return the file contents with project root as root folder."""
+
+ here = os.path.abspath(os.path.dirname(__file__))
+ path = os.path.join(here, name)
+ with io.open(path, "r", encoding="utf-8") as fd:
+ content = fd.read()
+ if splitlines:
+ content = [row for row in content.splitlines() if row]
+ return content
+
+
+def get_version(pkgname):
+ """Return package version without importing the file."""
+
+ here = os.path.abspath(os.path.dirname(__file__))
+ path = os.path.join(*[here, "src"] + pkgname.split(".") + ["__init__.py"])
+ with io.open(path, "r", encoding="utf-8") as fd:
+ pattern = r"""\n__version__[ ]*=[ ]*["']([^"]+)["']"""
+ return re.search(pattern, fd.read()).group(1)
+
+
+def get_geos_install_prefix():
+ """Return GEOS installation prefix or None if not found."""
+
+ env_candidate = os.environ.get("GEOS_DIR", None)
+ if env_candidate is not None:
+ candidates = [env_candidate]
+ else:
+ candidates = [os.path.expanduser("~/local"), os.path.expanduser("~"),
+ "/usr/local", "/usr", "/opt/local", "/opt", "/sw"]
+
+ # Prepare filename pattern to find the GEOS library.
+ extensions = {"win32": "dll", "cygwin": "dll", "darwin": "dylib"}
+ libext = extensions.get(sys.platform, "so*")
+ libname = "*geos_c*.{0}".format(libext)
+ libdirs = ["bin", "lib", "lib/x86_64-linux-gnu", "lib64"]
+
+ for prefix in candidates:
+ libfiles = []
+ for libdir in libdirs:
+ libfiles.extend(glob.glob(os.path.join(prefix, libdir, libname)))
+ hfile = os.path.join(prefix, "include", "geos_c.h")
+ if os.path.isfile(hfile) and libfiles:
+ return prefix
+
+ # At this point, the GEOS library was not found, so we throw a warning if
+ # the user is trying to build the library.
+ build_cmds = ("bdist_wheel", "build", "install")
+ if any(cmd in sys.argv[1:] for cmd in build_cmds):
+ warnings.warn(" ".join([
+ "Cannot find GEOS library and/or headers in standard locations",
+ "('{0}'). Please install the corresponding packages using your",
+ "software management system or set the environment variable",
+ "GEOS_DIR to point to the location where GEOS is installed",
+ "(for example, if 'geos_c.h' is in '/usr/local/include'",
+ "and 'libgeos_c' is in '/usr/local/lib', then you need to",
+ "set GEOS_DIR to '/usr/local'",
+ ]).format("', '".join(candidates)), RuntimeWarning)
+ return None
+
+
+class basemap_sdist(sdist): # pylint: disable=invalid-name
+ """Custom `sdist` so that it will not pack DLLs on Windows if present."""
+
+ def run(self):
+ """Custom `run` command."""
+
+ # Replace DLL data files and add GEOS build script.
+ orig_data_files = self.distribution.data_files
+ self.distribution.data_files = [
+ (".", glob.glob(os.path.join("utils", "*.py")))]
+
+ # Run the original `run` method and leave `data_files` as it was found.
+ try:
+ sdist.run(self)
+ finally:
+ self.distribution.data_files = orig_data_files
+
+
+# Initialise include and library dirs.
+data_files = []
+include_dirs = []
+library_dirs = []
+runtime_library_dirs = []
+
+# Define NumPy include dirs.
+numpy_include_path = os.environ.get("NUMPY_INCLUDE_PATH", None)
+if numpy_include_path is not None:
+ include_dirs.append(numpy_include_path)
+else:
+ try:
+ import numpy
+ include_dirs.append(numpy.get_include())
+ except ImportError as err:
+ cmds = ("bdist_wheel", "build", "install")
+ if any(cmd in sys.argv[1:] for cmd in cmds):
+ warnings.warn("unable to locate NumPy headers", RuntimeWarning)
+
+# Define GEOS include, library and runtime dirs.
+geos_install_prefix = get_geos_install_prefix()
+if geos_install_prefix is not None:
+ include_dirs.append(os.path.join(geos_install_prefix, "include"))
+ library_dirs.append(os.path.join(geos_install_prefix, "lib"))
+ library_dirs.append(os.path.join(geos_install_prefix, "lib64"))
+ runtime_library_dirs = library_dirs
+ if os.name == "nt" or sys.platform == "cygwin":
+ # On Windows:
+ # - DLLs get installed under `bin`.
+ # - We need to inject later the DLL in the wheel using `data_files`.
+ # - We do not use `runtime_library_dirs` as workaround for a
+ # `distutils` bug (http://bugs.python.org/issue2437).
+ library_dirs.append(os.path.join(geos_install_prefix, "bin"))
+ runtime_library_dirs = []
+ dlls = glob.glob(os.path.join(
+ geos_install_prefix, "*", "*geos_c*.dll"))
+ if dlls:
+ data_files.append(("../..", sorted(dlls)))
+
+# Define `_geoslib` extension module. It cannot be installed in the
+# `mpl_toolkits.basemap` namespace or `Basemap` objects will not be pickleable.
+ext_modules = [
+ Extension(**{
+ "name":
+ "_geoslib",
+ "sources": [
+ "src/_geoslib.pyx",
+ ],
+ "libraries": [
+ "geos_c",
+ ],
+ "include_dirs":
+ include_dirs,
+ "library_dirs":
+ library_dirs,
+ "runtime_library_dirs":
+ runtime_library_dirs,
+ }),
+]
+for ext in ext_modules:
+ ext.cython_directives = [
+ ("language_level", str(sys.version_info[0])),
+ ]
+
+setup(**{
+ "name":
+ "basemap",
+ "version":
+ get_version("mpl_toolkits.basemap"),
+ "license":
+ "MIT",
+ "description":
+ "Plot data on map projections with matplotlib",
+ "long_description":
+ get_content("README.md"),
+ "long_description_content_type":
+ "text/markdown",
+ "url":
+ "https://matplotlib.org/basemap",
+ "author":
+ "Jeff Whitaker",
+ "author_email":
+ "jeffrey.s.whitaker@noaa.gov",
+ "maintainer":
+ "Víctor Molina García",
+ "maintainer_email":
+ "molinav@users.noreply.github.com",
+ "classifiers": [
+ "Development Status :: 5 - Production/Stable",
+ "Intended Audience :: Education",
+ "Intended Audience :: Science/Research",
+ "License :: OSI Approved :: MIT License",
+ "Operating System :: OS Independent",
+ "Programming Language :: Python :: 3",
+ "Topic :: Scientific/Engineering :: Visualization",
+ "Topic :: Software Development :: Libraries :: Python Modules",
+ ],
+ "keywords": [
+ "GIS",
+ "maps",
+ "plots",
+ ],
+ "package_dir":
+ {"": "src"},
+ "packages":
+ find_namespace_packages(where="src"),
+ "ext_modules":
+ ext_modules,
+ "data_files":
+ data_files,
+ "python_requires":
+ ", ".join([
+ ">=3.9",
+ "<3.14",
+ ]),
+ "setup_requires":
+ get_content("requirements-setup.txt", splitlines=True),
+ "install_requires":
+ get_content("requirements.txt", splitlines=True),
+ "extras_require": {
+ "doc":
+ get_content("requirements-doc.txt", splitlines=True),
+ "lint":
+ get_content("requirements-lint.txt", splitlines=True),
+ "test":
+ get_content("requirements-test.txt", splitlines=True),
+ "owslib":
+ get_content("requirements-owslib.txt", splitlines=True),
+ "pillow":
+ get_content("requirements-pillow.txt", splitlines=True),
+ },
+ "cmdclass": {
+ "sdist": basemap_sdist,
+ },
+ "project_urls": {
+ "Bug Tracker":
+ "https://github.com/matplotlib/basemap/issues",
+ "Documentation":
+ "https://matplotlib.org/basemap/",
+ "Source":
+ "https://github.com/matplotlib/basemap",
+ },
+})
diff --git a/Downloads/basemap-develop/packages/basemap/src/_geoslib.c b/Downloads/basemap-develop/packages/basemap/src/_geoslib.c
new file mode 100644
index 000000000..d760506e5
--- /dev/null
+++ b/Downloads/basemap-develop/packages/basemap/src/_geoslib.c
@@ -0,0 +1,17259 @@
+/* Generated by Cython 3.0.12 */
+
+/* BEGIN: Cython Metadata
+{
+ "distutils": {
+ "depends": [
+ "/private/var/folders/dj/yqvpwdk5659g22n38y10kb9w0000gn/T/pip-build-env-ey0sc_qc/overlay/lib/python3.12/site-packages/numpy/_core/include/numpy/arrayobject.h",
+ "/private/var/folders/dj/yqvpwdk5659g22n38y10kb9w0000gn/T/pip-build-env-ey0sc_qc/overlay/lib/python3.12/site-packages/numpy/_core/include/numpy/arrayscalars.h",
+ "/private/var/folders/dj/yqvpwdk5659g22n38y10kb9w0000gn/T/pip-build-env-ey0sc_qc/overlay/lib/python3.12/site-packages/numpy/_core/include/numpy/ndarrayobject.h",
+ "/private/var/folders/dj/yqvpwdk5659g22n38y10kb9w0000gn/T/pip-build-env-ey0sc_qc/overlay/lib/python3.12/site-packages/numpy/_core/include/numpy/ndarraytypes.h",
+ "/private/var/folders/dj/yqvpwdk5659g22n38y10kb9w0000gn/T/pip-build-env-ey0sc_qc/overlay/lib/python3.12/site-packages/numpy/_core/include/numpy/ufuncobject.h"
+ ],
+ "include_dirs": [
+ "/private/var/folders/dj/yqvpwdk5659g22n38y10kb9w0000gn/T/pip-build-env-ey0sc_qc/overlay/lib/python3.12/site-packages/numpy/_core/include"
+ ],
+ "libraries": [
+ "geos_c"
+ ],
+ "name": "_geoslib",
+ "sources": [
+ "src/_geoslib.pyx"
+ ]
+ },
+ "module_name": "_geoslib"
+}
+END: Cython Metadata */
+
+#ifndef PY_SSIZE_T_CLEAN
+#define PY_SSIZE_T_CLEAN
+#endif /* PY_SSIZE_T_CLEAN */
+#if defined(CYTHON_LIMITED_API) && 0
+ #ifndef Py_LIMITED_API
+ #if CYTHON_LIMITED_API+0 > 0x03030000
+ #define Py_LIMITED_API CYTHON_LIMITED_API
+ #else
+ #define Py_LIMITED_API 0x03030000
+ #endif
+ #endif
+#endif
+
+#include "Python.h"
+#ifndef Py_PYTHON_H
+ #error Python headers needed to compile C extensions, please install development version of Python.
+#elif PY_VERSION_HEX < 0x02070000 || (0x03000000 <= PY_VERSION_HEX && PY_VERSION_HEX < 0x03030000)
+ #error Cython requires Python 2.7+ or Python 3.3+.
+#else
+#if defined(CYTHON_LIMITED_API) && CYTHON_LIMITED_API
+#define __PYX_EXTRA_ABI_MODULE_NAME "limited"
+#else
+#define __PYX_EXTRA_ABI_MODULE_NAME ""
+#endif
+#define CYTHON_ABI "3_0_12" __PYX_EXTRA_ABI_MODULE_NAME
+#define __PYX_ABI_MODULE_NAME "_cython_" CYTHON_ABI
+#define __PYX_TYPE_MODULE_PREFIX __PYX_ABI_MODULE_NAME "."
+#define CYTHON_HEX_VERSION 0x03000CF0
+#define CYTHON_FUTURE_DIVISION 1
+#include
+#ifndef offsetof
+ #define offsetof(type, member) ( (size_t) & ((type*)0) -> member )
+#endif
+#if !defined(_WIN32) && !defined(WIN32) && !defined(MS_WINDOWS)
+ #ifndef __stdcall
+ #define __stdcall
+ #endif
+ #ifndef __cdecl
+ #define __cdecl
+ #endif
+ #ifndef __fastcall
+ #define __fastcall
+ #endif
+#endif
+#ifndef DL_IMPORT
+ #define DL_IMPORT(t) t
+#endif
+#ifndef DL_EXPORT
+ #define DL_EXPORT(t) t
+#endif
+#define __PYX_COMMA ,
+#ifndef HAVE_LONG_LONG
+ #define HAVE_LONG_LONG
+#endif
+#ifndef PY_LONG_LONG
+ #define PY_LONG_LONG LONG_LONG
+#endif
+#ifndef Py_HUGE_VAL
+ #define Py_HUGE_VAL HUGE_VAL
+#endif
+#define __PYX_LIMITED_VERSION_HEX PY_VERSION_HEX
+#if defined(GRAALVM_PYTHON)
+ /* For very preliminary testing purposes. Most variables are set the same as PyPy.
+ The existence of this section does not imply that anything works or is even tested */
+ #define CYTHON_COMPILING_IN_PYPY 0
+ #define CYTHON_COMPILING_IN_CPYTHON 0
+ #define CYTHON_COMPILING_IN_LIMITED_API 0
+ #define CYTHON_COMPILING_IN_GRAAL 1
+ #define CYTHON_COMPILING_IN_NOGIL 0
+ #undef CYTHON_USE_TYPE_SLOTS
+ #define CYTHON_USE_TYPE_SLOTS 0
+ #undef CYTHON_USE_TYPE_SPECS
+ #define CYTHON_USE_TYPE_SPECS 0
+ #undef CYTHON_USE_PYTYPE_LOOKUP
+ #define CYTHON_USE_PYTYPE_LOOKUP 0
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+ #define CYTHON_USE_ASYNC_SLOTS 1
+ #endif
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+ #define CYTHON_USE_PYLIST_INTERNALS 0
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+ #define CYTHON_USE_UNICODE_WRITER 0
+ #undef CYTHON_USE_PYLONG_INTERNALS
+ #define CYTHON_USE_PYLONG_INTERNALS 0
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+ #define CYTHON_AVOID_BORROWED_REFS 1
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+ #define CYTHON_UNPACK_METHODS 0
+ #undef CYTHON_FAST_THREAD_STATE
+ #define CYTHON_FAST_THREAD_STATE 0
+ #undef CYTHON_FAST_GIL
+ #define CYTHON_FAST_GIL 0
+ #undef CYTHON_METH_FASTCALL
+ #define CYTHON_METH_FASTCALL 0
+ #undef CYTHON_FAST_PYCALL
+ #define CYTHON_FAST_PYCALL 0
+ #ifndef CYTHON_PEP487_INIT_SUBCLASS
+ #define CYTHON_PEP487_INIT_SUBCLASS (PY_MAJOR_VERSION >= 3)
+ #endif
+ #undef CYTHON_PEP489_MULTI_PHASE_INIT
+ #define CYTHON_PEP489_MULTI_PHASE_INIT 1
+ #undef CYTHON_USE_MODULE_STATE
+ #define CYTHON_USE_MODULE_STATE 0
+ #undef CYTHON_USE_TP_FINALIZE
+ #define CYTHON_USE_TP_FINALIZE 0
+ #undef CYTHON_USE_DICT_VERSIONS
+ #define CYTHON_USE_DICT_VERSIONS 0
+ #undef CYTHON_USE_EXC_INFO_STACK
+ #define CYTHON_USE_EXC_INFO_STACK 0
+ #ifndef CYTHON_UPDATE_DESCRIPTOR_DOC
+ #define CYTHON_UPDATE_DESCRIPTOR_DOC 0
+ #endif
+ #undef CYTHON_USE_FREELISTS
+ #define CYTHON_USE_FREELISTS 0
+#elif defined(PYPY_VERSION)
+ #define CYTHON_COMPILING_IN_PYPY 1
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+ #define CYTHON_COMPILING_IN_GRAAL 0
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+ #define CYTHON_USE_TYPE_SPECS 0
+ #endif
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+ #define CYTHON_FAST_THREAD_STATE 0
+ #undef CYTHON_FAST_GIL
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+ #define CYTHON_METH_FASTCALL 0
+ #undef CYTHON_FAST_PYCALL
+ #define CYTHON_FAST_PYCALL 0
+ #ifndef CYTHON_PEP487_INIT_SUBCLASS
+ #define CYTHON_PEP487_INIT_SUBCLASS (PY_MAJOR_VERSION >= 3)
+ #endif
+ #if PY_VERSION_HEX < 0x03090000
+ #undef CYTHON_PEP489_MULTI_PHASE_INIT
+ #define CYTHON_PEP489_MULTI_PHASE_INIT 0
+ #elif !defined(CYTHON_PEP489_MULTI_PHASE_INIT)
+ #define CYTHON_PEP489_MULTI_PHASE_INIT 1
+ #endif
+ #undef CYTHON_USE_MODULE_STATE
+ #define CYTHON_USE_MODULE_STATE 0
+ #undef CYTHON_USE_TP_FINALIZE
+ #define CYTHON_USE_TP_FINALIZE (PY_VERSION_HEX >= 0x030400a1 && PYPY_VERSION_NUM >= 0x07030C00)
+ #undef CYTHON_USE_DICT_VERSIONS
+ #define CYTHON_USE_DICT_VERSIONS 0
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+ #define CYTHON_USE_EXC_INFO_STACK 0
+ #ifndef CYTHON_UPDATE_DESCRIPTOR_DOC
+ #define CYTHON_UPDATE_DESCRIPTOR_DOC 0
+ #endif
+ #undef CYTHON_USE_FREELISTS
+ #define CYTHON_USE_FREELISTS 0
+#elif defined(CYTHON_LIMITED_API)
+ #ifdef Py_LIMITED_API
+ #undef __PYX_LIMITED_VERSION_HEX
+ #define __PYX_LIMITED_VERSION_HEX Py_LIMITED_API
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+ #define CYTHON_COMPILING_IN_PYPY 0
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+ #define CYTHON_COMPILING_IN_LIMITED_API 1
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+ #define CYTHON_CLINE_IN_TRACEBACK 0
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+ #define CYTHON_USE_PYLONG_INTERNALS 0
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+ #undef CYTHON_USE_MODULE_STATE
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+ #define CYTHON_USE_DICT_VERSIONS 0
+ #undef CYTHON_USE_EXC_INFO_STACK
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+ #ifndef CYTHON_UPDATE_DESCRIPTOR_DOC
+ #define CYTHON_UPDATE_DESCRIPTOR_DOC 0
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+ #define CYTHON_USE_FREELISTS 0
+#elif defined(Py_GIL_DISABLED) || defined(Py_NOGIL)
+ #define CYTHON_COMPILING_IN_PYPY 0
+ #define CYTHON_COMPILING_IN_CPYTHON 0
+ #define CYTHON_COMPILING_IN_LIMITED_API 0
+ #define CYTHON_COMPILING_IN_GRAAL 0
+ #define CYTHON_COMPILING_IN_NOGIL 1
+ #ifndef CYTHON_USE_TYPE_SLOTS
+ #define CYTHON_USE_TYPE_SLOTS 1
+ #endif
+ #ifndef CYTHON_USE_TYPE_SPECS
+ #define CYTHON_USE_TYPE_SPECS 0
+ #endif
+ #undef CYTHON_USE_PYTYPE_LOOKUP
+ #define CYTHON_USE_PYTYPE_LOOKUP 0
+ #ifndef CYTHON_USE_ASYNC_SLOTS
+ #define CYTHON_USE_ASYNC_SLOTS 1
+ #endif
+ #ifndef CYTHON_USE_PYLONG_INTERNALS
+ #define CYTHON_USE_PYLONG_INTERNALS 0
+ #endif
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+ #define CYTHON_USE_PYLIST_INTERNALS 0
+ #ifndef CYTHON_USE_UNICODE_INTERNALS
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+ #ifndef CYTHON_METH_FASTCALL
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+ #define CYTHON_USE_DICT_VERSIONS 0
+ #undef CYTHON_USE_EXC_INFO_STACK
+ #define CYTHON_USE_EXC_INFO_STACK 0
+ #ifndef CYTHON_UPDATE_DESCRIPTOR_DOC
+ #define CYTHON_UPDATE_DESCRIPTOR_DOC 1
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+ #ifndef CYTHON_USE_FREELISTS
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+ #endif
+#else
+ #define CYTHON_COMPILING_IN_PYPY 0
+ #define CYTHON_COMPILING_IN_CPYTHON 1
+ #define CYTHON_COMPILING_IN_LIMITED_API 0
+ #define CYTHON_COMPILING_IN_GRAAL 0
+ #define CYTHON_COMPILING_IN_NOGIL 0
+ #ifndef CYTHON_USE_TYPE_SLOTS
+ #define CYTHON_USE_TYPE_SLOTS 1
+ #endif
+ #ifndef CYTHON_USE_TYPE_SPECS
+ #define CYTHON_USE_TYPE_SPECS 0
+ #endif
+ #ifndef CYTHON_USE_PYTYPE_LOOKUP
+ #define CYTHON_USE_PYTYPE_LOOKUP 1
+ #endif
+ #if PY_MAJOR_VERSION < 3
+ #undef CYTHON_USE_ASYNC_SLOTS
+ #define CYTHON_USE_ASYNC_SLOTS 0
+ #elif !defined(CYTHON_USE_ASYNC_SLOTS)
+ #define CYTHON_USE_ASYNC_SLOTS 1
+ #endif
+ #ifndef CYTHON_USE_PYLONG_INTERNALS
+ #define CYTHON_USE_PYLONG_INTERNALS 1
+ #endif
+ #ifndef CYTHON_USE_PYLIST_INTERNALS
+ #define CYTHON_USE_PYLIST_INTERNALS 1
+ #endif
+ #ifndef CYTHON_USE_UNICODE_INTERNALS
+ #define CYTHON_USE_UNICODE_INTERNALS 1
+ #endif
+ #if PY_VERSION_HEX < 0x030300F0 || PY_VERSION_HEX >= 0x030B00A2
+ #undef CYTHON_USE_UNICODE_WRITER
+ #define CYTHON_USE_UNICODE_WRITER 0
+ #elif !defined(CYTHON_USE_UNICODE_WRITER)
+ #define CYTHON_USE_UNICODE_WRITER 1
+ #endif
+ #ifndef CYTHON_AVOID_BORROWED_REFS
+ #define CYTHON_AVOID_BORROWED_REFS 0
+ #endif
+ #ifndef CYTHON_ASSUME_SAFE_MACROS
+ #define CYTHON_ASSUME_SAFE_MACROS 1
+ #endif
+ #ifndef CYTHON_UNPACK_METHODS
+ #define CYTHON_UNPACK_METHODS 1
+ #endif
+ #ifndef CYTHON_FAST_THREAD_STATE
+ #define CYTHON_FAST_THREAD_STATE 1
+ #endif
+ #ifndef CYTHON_FAST_GIL
+ #define CYTHON_FAST_GIL (PY_MAJOR_VERSION < 3 || PY_VERSION_HEX >= 0x03060000 && PY_VERSION_HEX < 0x030C00A6)
+ #endif
+ #ifndef CYTHON_METH_FASTCALL
+ #define CYTHON_METH_FASTCALL (PY_VERSION_HEX >= 0x030700A1)
+ #endif
+ #ifndef CYTHON_FAST_PYCALL
+ #define CYTHON_FAST_PYCALL 1
+ #endif
+ #ifndef CYTHON_PEP487_INIT_SUBCLASS
+ #define CYTHON_PEP487_INIT_SUBCLASS 1
+ #endif
+ #if PY_VERSION_HEX < 0x03050000
+ #undef CYTHON_PEP489_MULTI_PHASE_INIT
+ #define CYTHON_PEP489_MULTI_PHASE_INIT 0
+ #elif !defined(CYTHON_PEP489_MULTI_PHASE_INIT)
+ #define CYTHON_PEP489_MULTI_PHASE_INIT 1
+ #endif
+ #ifndef CYTHON_USE_MODULE_STATE
+ #define CYTHON_USE_MODULE_STATE 0
+ #endif
+ #if PY_VERSION_HEX < 0x030400a1
+ #undef CYTHON_USE_TP_FINALIZE
+ #define CYTHON_USE_TP_FINALIZE 0
+ #elif !defined(CYTHON_USE_TP_FINALIZE)
+ #define CYTHON_USE_TP_FINALIZE 1
+ #endif
+ #if PY_VERSION_HEX < 0x030600B1
+ #undef CYTHON_USE_DICT_VERSIONS
+ #define CYTHON_USE_DICT_VERSIONS 0
+ #elif !defined(CYTHON_USE_DICT_VERSIONS)
+ #define CYTHON_USE_DICT_VERSIONS (PY_VERSION_HEX < 0x030C00A5)
+ #endif
+ #if PY_VERSION_HEX < 0x030700A3
+ #undef CYTHON_USE_EXC_INFO_STACK
+ #define CYTHON_USE_EXC_INFO_STACK 0
+ #elif !defined(CYTHON_USE_EXC_INFO_STACK)
+ #define CYTHON_USE_EXC_INFO_STACK 1
+ #endif
+ #ifndef CYTHON_UPDATE_DESCRIPTOR_DOC
+ #define CYTHON_UPDATE_DESCRIPTOR_DOC 1
+ #endif
+ #ifndef CYTHON_USE_FREELISTS
+ #define CYTHON_USE_FREELISTS 1
+ #endif
+#endif
+#if !defined(CYTHON_FAST_PYCCALL)
+#define CYTHON_FAST_PYCCALL (CYTHON_FAST_PYCALL && PY_VERSION_HEX >= 0x030600B1)
+#endif
+#if !defined(CYTHON_VECTORCALL)
+#define CYTHON_VECTORCALL (CYTHON_FAST_PYCCALL && PY_VERSION_HEX >= 0x030800B1)
+#endif
+#define CYTHON_BACKPORT_VECTORCALL (CYTHON_METH_FASTCALL && PY_VERSION_HEX < 0x030800B1)
+#if CYTHON_USE_PYLONG_INTERNALS
+ #if PY_MAJOR_VERSION < 3
+ #include "longintrepr.h"
+ #endif
+ #undef SHIFT
+ #undef BASE
+ #undef MASK
+ #ifdef SIZEOF_VOID_P
+ enum { __pyx_check_sizeof_voidp = 1 / (int)(SIZEOF_VOID_P == sizeof(void*)) };
+ #endif
+#endif
+#ifndef __has_attribute
+ #define __has_attribute(x) 0
+#endif
+#ifndef __has_cpp_attribute
+ #define __has_cpp_attribute(x) 0
+#endif
+#ifndef CYTHON_RESTRICT
+ #if defined(__GNUC__)
+ #define CYTHON_RESTRICT __restrict__
+ #elif defined(_MSC_VER) && _MSC_VER >= 1400
+ #define CYTHON_RESTRICT __restrict
+ #elif defined (__STDC_VERSION__) && __STDC_VERSION__ >= 199901L
+ #define CYTHON_RESTRICT restrict
+ #else
+ #define CYTHON_RESTRICT
+ #endif
+#endif
+#ifndef CYTHON_UNUSED
+ #if defined(__cplusplus)
+ /* for clang __has_cpp_attribute(maybe_unused) is true even before C++17
+ * but leads to warnings with -pedantic, since it is a C++17 feature */
+ #if ((defined(_MSVC_LANG) && _MSVC_LANG >= 201703L) || __cplusplus >= 201703L)
+ #if __has_cpp_attribute(maybe_unused)
+ #define CYTHON_UNUSED [[maybe_unused]]
+ #endif
+ #endif
+ #endif
+#endif
+#ifndef CYTHON_UNUSED
+# if defined(__GNUC__)
+# if !(defined(__cplusplus)) || (__GNUC__ > 3 || (__GNUC__ == 3 && __GNUC_MINOR__ >= 4))
+# define CYTHON_UNUSED __attribute__ ((__unused__))
+# else
+# define CYTHON_UNUSED
+# endif
+# elif defined(__ICC) || (defined(__INTEL_COMPILER) && !defined(_MSC_VER))
+# define CYTHON_UNUSED __attribute__ ((__unused__))
+# else
+# define CYTHON_UNUSED
+# endif
+#endif
+#ifndef CYTHON_UNUSED_VAR
+# if defined(__cplusplus)
+ template void CYTHON_UNUSED_VAR( const T& ) { }
+# else
+# define CYTHON_UNUSED_VAR(x) (void)(x)
+# endif
+#endif
+#ifndef CYTHON_MAYBE_UNUSED_VAR
+ #define CYTHON_MAYBE_UNUSED_VAR(x) CYTHON_UNUSED_VAR(x)
+#endif
+#ifndef CYTHON_NCP_UNUSED
+# if CYTHON_COMPILING_IN_CPYTHON
+# define CYTHON_NCP_UNUSED
+# else
+# define CYTHON_NCP_UNUSED CYTHON_UNUSED
+# endif
+#endif
+#ifndef CYTHON_USE_CPP_STD_MOVE
+ #if defined(__cplusplus) && (\
+ __cplusplus >= 201103L || (defined(_MSC_VER) && _MSC_VER >= 1600))
+ #define CYTHON_USE_CPP_STD_MOVE 1
+ #else
+ #define CYTHON_USE_CPP_STD_MOVE 0
+ #endif
+#endif
+#define __Pyx_void_to_None(void_result) ((void)(void_result), Py_INCREF(Py_None), Py_None)
+#ifdef _MSC_VER
+ #ifndef _MSC_STDINT_H_
+ #if _MSC_VER < 1300
+ typedef unsigned char uint8_t;
+ typedef unsigned short uint16_t;
+ typedef unsigned int uint32_t;
+ #else
+ typedef unsigned __int8 uint8_t;
+ typedef unsigned __int16 uint16_t;
+ typedef unsigned __int32 uint32_t;
+ #endif
+ #endif
+ #if _MSC_VER < 1300
+ #ifdef _WIN64
+ typedef unsigned long long __pyx_uintptr_t;
+ #else
+ typedef unsigned int __pyx_uintptr_t;
+ #endif
+ #else
+ #ifdef _WIN64
+ typedef unsigned __int64 __pyx_uintptr_t;
+ #else
+ typedef unsigned __int32 __pyx_uintptr_t;
+ #endif
+ #endif
+#else
+ #include
+ typedef uintptr_t __pyx_uintptr_t;
+#endif
+#ifndef CYTHON_FALLTHROUGH
+ #if defined(__cplusplus)
+ /* for clang __has_cpp_attribute(fallthrough) is true even before C++17
+ * but leads to warnings with -pedantic, since it is a C++17 feature */
+ #if ((defined(_MSVC_LANG) && _MSVC_LANG >= 201703L) || __cplusplus >= 201703L)
+ #if __has_cpp_attribute(fallthrough)
+ #define CYTHON_FALLTHROUGH [[fallthrough]]
+ #endif
+ #endif
+ #ifndef CYTHON_FALLTHROUGH
+ #if __has_cpp_attribute(clang::fallthrough)
+ #define CYTHON_FALLTHROUGH [[clang::fallthrough]]
+ #elif __has_cpp_attribute(gnu::fallthrough)
+ #define CYTHON_FALLTHROUGH [[gnu::fallthrough]]
+ #endif
+ #endif
+ #endif
+ #ifndef CYTHON_FALLTHROUGH
+ #if __has_attribute(fallthrough)
+ #define CYTHON_FALLTHROUGH __attribute__((fallthrough))
+ #else
+ #define CYTHON_FALLTHROUGH
+ #endif
+ #endif
+ #if defined(__clang__) && defined(__apple_build_version__)
+ #if __apple_build_version__ < 7000000
+ #undef CYTHON_FALLTHROUGH
+ #define CYTHON_FALLTHROUGH
+ #endif
+ #endif
+#endif
+#ifdef __cplusplus
+ template
+ struct __PYX_IS_UNSIGNED_IMPL {static const bool value = T(0) < T(-1);};
+ #define __PYX_IS_UNSIGNED(type) (__PYX_IS_UNSIGNED_IMPL::value)
+#else
+ #define __PYX_IS_UNSIGNED(type) (((type)-1) > 0)
+#endif
+#if CYTHON_COMPILING_IN_PYPY == 1
+ #define __PYX_NEED_TP_PRINT_SLOT (PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x030A0000)
+#else
+ #define __PYX_NEED_TP_PRINT_SLOT (PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x03090000)
+#endif
+#define __PYX_REINTERPRET_FUNCION(func_pointer, other_pointer) ((func_pointer)(void(*)(void))(other_pointer))
+
+#ifndef CYTHON_INLINE
+ #if defined(__clang__)
+ #define CYTHON_INLINE __inline__ __attribute__ ((__unused__))
+ #elif defined(__GNUC__)
+ #define CYTHON_INLINE __inline__
+ #elif defined(_MSC_VER)
+ #define CYTHON_INLINE __inline
+ #elif defined (__STDC_VERSION__) && __STDC_VERSION__ >= 199901L
+ #define CYTHON_INLINE inline
+ #else
+ #define CYTHON_INLINE
+ #endif
+#endif
+
+#define __PYX_BUILD_PY_SSIZE_T "n"
+#define CYTHON_FORMAT_SSIZE_T "z"
+#if PY_MAJOR_VERSION < 3
+ #define __Pyx_BUILTIN_MODULE_NAME "__builtin__"
+ #define __Pyx_DefaultClassType PyClass_Type
+ #define __Pyx_PyCode_New(a, p, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)\
+ PyCode_New(a+k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)
+#else
+ #define __Pyx_BUILTIN_MODULE_NAME "builtins"
+ #define __Pyx_DefaultClassType PyType_Type
+#if CYTHON_COMPILING_IN_LIMITED_API
+ static CYTHON_INLINE PyObject* __Pyx_PyCode_New(int a, int p, int k, int l, int s, int f,
+ PyObject *code, PyObject *c, PyObject* n, PyObject *v,
+ PyObject *fv, PyObject *cell, PyObject* fn,
+ PyObject *name, int fline, PyObject *lnos) {
+ PyObject *exception_table = NULL;
+ PyObject *types_module=NULL, *code_type=NULL, *result=NULL;
+ #if __PYX_LIMITED_VERSION_HEX < 0x030B0000
+ PyObject *version_info;
+ PyObject *py_minor_version = NULL;
+ #endif
+ long minor_version = 0;
+ PyObject *type, *value, *traceback;
+ PyErr_Fetch(&type, &value, &traceback);
+ #if __PYX_LIMITED_VERSION_HEX >= 0x030B0000
+ minor_version = 11;
+ #else
+ if (!(version_info = PySys_GetObject("version_info"))) goto end;
+ if (!(py_minor_version = PySequence_GetItem(version_info, 1))) goto end;
+ minor_version = PyLong_AsLong(py_minor_version);
+ Py_DECREF(py_minor_version);
+ if (minor_version == -1 && PyErr_Occurred()) goto end;
+ #endif
+ if (!(types_module = PyImport_ImportModule("types"))) goto end;
+ if (!(code_type = PyObject_GetAttrString(types_module, "CodeType"))) goto end;
+ if (minor_version <= 7) {
+ (void)p;
+ result = PyObject_CallFunction(code_type, "iiiiiOOOOOOiOO", a, k, l, s, f, code,
+ c, n, v, fn, name, fline, lnos, fv, cell);
+ } else if (minor_version <= 10) {
+ result = PyObject_CallFunction(code_type, "iiiiiiOOOOOOiOO", a,p, k, l, s, f, code,
+ c, n, v, fn, name, fline, lnos, fv, cell);
+ } else {
+ if (!(exception_table = PyBytes_FromStringAndSize(NULL, 0))) goto end;
+ result = PyObject_CallFunction(code_type, "iiiiiiOOOOOOOiOO", a,p, k, l, s, f, code,
+ c, n, v, fn, name, name, fline, lnos, exception_table, fv, cell);
+ }
+ end:
+ Py_XDECREF(code_type);
+ Py_XDECREF(exception_table);
+ Py_XDECREF(types_module);
+ if (type) {
+ PyErr_Restore(type, value, traceback);
+ }
+ return result;
+ }
+ #ifndef CO_OPTIMIZED
+ #define CO_OPTIMIZED 0x0001
+ #endif
+ #ifndef CO_NEWLOCALS
+ #define CO_NEWLOCALS 0x0002
+ #endif
+ #ifndef CO_VARARGS
+ #define CO_VARARGS 0x0004
+ #endif
+ #ifndef CO_VARKEYWORDS
+ #define CO_VARKEYWORDS 0x0008
+ #endif
+ #ifndef CO_ASYNC_GENERATOR
+ #define CO_ASYNC_GENERATOR 0x0200
+ #endif
+ #ifndef CO_GENERATOR
+ #define CO_GENERATOR 0x0020
+ #endif
+ #ifndef CO_COROUTINE
+ #define CO_COROUTINE 0x0080
+ #endif
+#elif PY_VERSION_HEX >= 0x030B0000
+ static CYTHON_INLINE PyCodeObject* __Pyx_PyCode_New(int a, int p, int k, int l, int s, int f,
+ PyObject *code, PyObject *c, PyObject* n, PyObject *v,
+ PyObject *fv, PyObject *cell, PyObject* fn,
+ PyObject *name, int fline, PyObject *lnos) {
+ PyCodeObject *result;
+ PyObject *empty_bytes = PyBytes_FromStringAndSize("", 0);
+ if (!empty_bytes) return NULL;
+ result =
+ #if PY_VERSION_HEX >= 0x030C0000
+ PyUnstable_Code_NewWithPosOnlyArgs
+ #else
+ PyCode_NewWithPosOnlyArgs
+ #endif
+ (a, p, k, l, s, f, code, c, n, v, fv, cell, fn, name, name, fline, lnos, empty_bytes);
+ Py_DECREF(empty_bytes);
+ return result;
+ }
+#elif PY_VERSION_HEX >= 0x030800B2 && !CYTHON_COMPILING_IN_PYPY
+ #define __Pyx_PyCode_New(a, p, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)\
+ PyCode_NewWithPosOnlyArgs(a, p, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)
+#else
+ #define __Pyx_PyCode_New(a, p, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)\
+ PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)
+#endif
+#endif
+#if PY_VERSION_HEX >= 0x030900A4 || defined(Py_IS_TYPE)
+ #define __Pyx_IS_TYPE(ob, type) Py_IS_TYPE(ob, type)
+#else
+ #define __Pyx_IS_TYPE(ob, type) (((const PyObject*)ob)->ob_type == (type))
+#endif
+#if PY_VERSION_HEX >= 0x030A00B1 || defined(Py_Is)
+ #define __Pyx_Py_Is(x, y) Py_Is(x, y)
+#else
+ #define __Pyx_Py_Is(x, y) ((x) == (y))
+#endif
+#if PY_VERSION_HEX >= 0x030A00B1 || defined(Py_IsNone)
+ #define __Pyx_Py_IsNone(ob) Py_IsNone(ob)
+#else
+ #define __Pyx_Py_IsNone(ob) __Pyx_Py_Is((ob), Py_None)
+#endif
+#if PY_VERSION_HEX >= 0x030A00B1 || defined(Py_IsTrue)
+ #define __Pyx_Py_IsTrue(ob) Py_IsTrue(ob)
+#else
+ #define __Pyx_Py_IsTrue(ob) __Pyx_Py_Is((ob), Py_True)
+#endif
+#if PY_VERSION_HEX >= 0x030A00B1 || defined(Py_IsFalse)
+ #define __Pyx_Py_IsFalse(ob) Py_IsFalse(ob)
+#else
+ #define __Pyx_Py_IsFalse(ob) __Pyx_Py_Is((ob), Py_False)
+#endif
+#define __Pyx_NoneAsNull(obj) (__Pyx_Py_IsNone(obj) ? NULL : (obj))
+#if PY_VERSION_HEX >= 0x030900F0 && !CYTHON_COMPILING_IN_PYPY
+ #define __Pyx_PyObject_GC_IsFinalized(o) PyObject_GC_IsFinalized(o)
+#else
+ #define __Pyx_PyObject_GC_IsFinalized(o) _PyGC_FINALIZED(o)
+#endif
+#ifndef CO_COROUTINE
+ #define CO_COROUTINE 0x80
+#endif
+#ifndef CO_ASYNC_GENERATOR
+ #define CO_ASYNC_GENERATOR 0x200
+#endif
+#ifndef Py_TPFLAGS_CHECKTYPES
+ #define Py_TPFLAGS_CHECKTYPES 0
+#endif
+#ifndef Py_TPFLAGS_HAVE_INDEX
+ #define Py_TPFLAGS_HAVE_INDEX 0
+#endif
+#ifndef Py_TPFLAGS_HAVE_NEWBUFFER
+ #define Py_TPFLAGS_HAVE_NEWBUFFER 0
+#endif
+#ifndef Py_TPFLAGS_HAVE_FINALIZE
+ #define Py_TPFLAGS_HAVE_FINALIZE 0
+#endif
+#ifndef Py_TPFLAGS_SEQUENCE
+ #define Py_TPFLAGS_SEQUENCE 0
+#endif
+#ifndef Py_TPFLAGS_MAPPING
+ #define Py_TPFLAGS_MAPPING 0
+#endif
+#ifndef METH_STACKLESS
+ #define METH_STACKLESS 0
+#endif
+#if PY_VERSION_HEX <= 0x030700A3 || !defined(METH_FASTCALL)
+ #ifndef METH_FASTCALL
+ #define METH_FASTCALL 0x80
+ #endif
+ typedef PyObject *(*__Pyx_PyCFunctionFast) (PyObject *self, PyObject *const *args, Py_ssize_t nargs);
+ typedef PyObject *(*__Pyx_PyCFunctionFastWithKeywords) (PyObject *self, PyObject *const *args,
+ Py_ssize_t nargs, PyObject *kwnames);
+#else
+ #if PY_VERSION_HEX >= 0x030d00A4
+ # define __Pyx_PyCFunctionFast PyCFunctionFast
+ # define __Pyx_PyCFunctionFastWithKeywords PyCFunctionFastWithKeywords
+ #else
+ # define __Pyx_PyCFunctionFast _PyCFunctionFast
+ # define __Pyx_PyCFunctionFastWithKeywords _PyCFunctionFastWithKeywords
+ #endif
+#endif
+#if CYTHON_METH_FASTCALL
+ #define __Pyx_METH_FASTCALL METH_FASTCALL
+ #define __Pyx_PyCFunction_FastCall __Pyx_PyCFunctionFast
+ #define __Pyx_PyCFunction_FastCallWithKeywords __Pyx_PyCFunctionFastWithKeywords
+#else
+ #define __Pyx_METH_FASTCALL METH_VARARGS
+ #define __Pyx_PyCFunction_FastCall PyCFunction
+ #define __Pyx_PyCFunction_FastCallWithKeywords PyCFunctionWithKeywords
+#endif
+#if CYTHON_VECTORCALL
+ #define __pyx_vectorcallfunc vectorcallfunc
+ #define __Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET PY_VECTORCALL_ARGUMENTS_OFFSET
+ #define __Pyx_PyVectorcall_NARGS(n) PyVectorcall_NARGS((size_t)(n))
+#elif CYTHON_BACKPORT_VECTORCALL
+ typedef PyObject *(*__pyx_vectorcallfunc)(PyObject *callable, PyObject *const *args,
+ size_t nargsf, PyObject *kwnames);
+ #define __Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET ((size_t)1 << (8 * sizeof(size_t) - 1))
+ #define __Pyx_PyVectorcall_NARGS(n) ((Py_ssize_t)(((size_t)(n)) & ~__Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET))
+#else
+ #define __Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET 0
+ #define __Pyx_PyVectorcall_NARGS(n) ((Py_ssize_t)(n))
+#endif
+#if PY_MAJOR_VERSION >= 0x030900B1
+#define __Pyx_PyCFunction_CheckExact(func) PyCFunction_CheckExact(func)
+#else
+#define __Pyx_PyCFunction_CheckExact(func) PyCFunction_Check(func)
+#endif
+#define __Pyx_CyOrPyCFunction_Check(func) PyCFunction_Check(func)
+#if CYTHON_COMPILING_IN_CPYTHON
+#define __Pyx_CyOrPyCFunction_GET_FUNCTION(func) (((PyCFunctionObject*)(func))->m_ml->ml_meth)
+#elif !CYTHON_COMPILING_IN_LIMITED_API
+#define __Pyx_CyOrPyCFunction_GET_FUNCTION(func) PyCFunction_GET_FUNCTION(func)
+#endif
+#if CYTHON_COMPILING_IN_CPYTHON
+#define __Pyx_CyOrPyCFunction_GET_FLAGS(func) (((PyCFunctionObject*)(func))->m_ml->ml_flags)
+static CYTHON_INLINE PyObject* __Pyx_CyOrPyCFunction_GET_SELF(PyObject *func) {
+ return (__Pyx_CyOrPyCFunction_GET_FLAGS(func) & METH_STATIC) ? NULL : ((PyCFunctionObject*)func)->m_self;
+}
+#endif
+static CYTHON_INLINE int __Pyx__IsSameCFunction(PyObject *func, void *cfunc) {
+#if CYTHON_COMPILING_IN_LIMITED_API
+ return PyCFunction_Check(func) && PyCFunction_GetFunction(func) == (PyCFunction) cfunc;
+#else
+ return PyCFunction_Check(func) && PyCFunction_GET_FUNCTION(func) == (PyCFunction) cfunc;
+#endif
+}
+#define __Pyx_IsSameCFunction(func, cfunc) __Pyx__IsSameCFunction(func, cfunc)
+#if __PYX_LIMITED_VERSION_HEX < 0x030900B1
+ #define __Pyx_PyType_FromModuleAndSpec(m, s, b) ((void)m, PyType_FromSpecWithBases(s, b))
+ typedef PyObject *(*__Pyx_PyCMethod)(PyObject *, PyTypeObject *, PyObject *const *, size_t, PyObject *);
+#else
+ #define __Pyx_PyType_FromModuleAndSpec(m, s, b) PyType_FromModuleAndSpec(m, s, b)
+ #define __Pyx_PyCMethod PyCMethod
+#endif
+#ifndef METH_METHOD
+ #define METH_METHOD 0x200
+#endif
+#if CYTHON_COMPILING_IN_PYPY && !defined(PyObject_Malloc)
+ #define PyObject_Malloc(s) PyMem_Malloc(s)
+ #define PyObject_Free(p) PyMem_Free(p)
+ #define PyObject_Realloc(p) PyMem_Realloc(p)
+#endif
+#if CYTHON_COMPILING_IN_LIMITED_API
+ #define __Pyx_PyCode_HasFreeVars(co) (PyCode_GetNumFree(co) > 0)
+ #define __Pyx_PyFrame_SetLineNumber(frame, lineno)
+#else
+ #define __Pyx_PyCode_HasFreeVars(co) (PyCode_GetNumFree(co) > 0)
+ #define __Pyx_PyFrame_SetLineNumber(frame, lineno) (frame)->f_lineno = (lineno)
+#endif
+#if CYTHON_COMPILING_IN_LIMITED_API
+ #define __Pyx_PyThreadState_Current PyThreadState_Get()
+#elif !CYTHON_FAST_THREAD_STATE
+ #define __Pyx_PyThreadState_Current PyThreadState_GET()
+#elif PY_VERSION_HEX >= 0x030d00A1
+ #define __Pyx_PyThreadState_Current PyThreadState_GetUnchecked()
+#elif PY_VERSION_HEX >= 0x03060000
+ #define __Pyx_PyThreadState_Current _PyThreadState_UncheckedGet()
+#elif PY_VERSION_HEX >= 0x03000000
+ #define __Pyx_PyThreadState_Current PyThreadState_GET()
+#else
+ #define __Pyx_PyThreadState_Current _PyThreadState_Current
+#endif
+#if CYTHON_COMPILING_IN_LIMITED_API
+static CYTHON_INLINE void *__Pyx_PyModule_GetState(PyObject *op)
+{
+ void *result;
+ result = PyModule_GetState(op);
+ if (!result)
+ Py_FatalError("Couldn't find the module state");
+ return result;
+}
+#endif
+#define __Pyx_PyObject_GetSlot(obj, name, func_ctype) __Pyx_PyType_GetSlot(Py_TYPE(obj), name, func_ctype)
+#if CYTHON_COMPILING_IN_LIMITED_API
+ #define __Pyx_PyType_GetSlot(type, name, func_ctype) ((func_ctype) PyType_GetSlot((type), Py_##name))
+#else
+ #define __Pyx_PyType_GetSlot(type, name, func_ctype) ((type)->name)
+#endif
+#if PY_VERSION_HEX < 0x030700A2 && !defined(PyThread_tss_create) && !defined(Py_tss_NEEDS_INIT)
+#include "pythread.h"
+#define Py_tss_NEEDS_INIT 0
+typedef int Py_tss_t;
+static CYTHON_INLINE int PyThread_tss_create(Py_tss_t *key) {
+ *key = PyThread_create_key();
+ return 0;
+}
+static CYTHON_INLINE Py_tss_t * PyThread_tss_alloc(void) {
+ Py_tss_t *key = (Py_tss_t *)PyObject_Malloc(sizeof(Py_tss_t));
+ *key = Py_tss_NEEDS_INIT;
+ return key;
+}
+static CYTHON_INLINE void PyThread_tss_free(Py_tss_t *key) {
+ PyObject_Free(key);
+}
+static CYTHON_INLINE int PyThread_tss_is_created(Py_tss_t *key) {
+ return *key != Py_tss_NEEDS_INIT;
+}
+static CYTHON_INLINE void PyThread_tss_delete(Py_tss_t *key) {
+ PyThread_delete_key(*key);
+ *key = Py_tss_NEEDS_INIT;
+}
+static CYTHON_INLINE int PyThread_tss_set(Py_tss_t *key, void *value) {
+ return PyThread_set_key_value(*key, value);
+}
+static CYTHON_INLINE void * PyThread_tss_get(Py_tss_t *key) {
+ return PyThread_get_key_value(*key);
+}
+#endif
+#if PY_MAJOR_VERSION < 3
+ #if CYTHON_COMPILING_IN_PYPY
+ #if PYPY_VERSION_NUM < 0x07030600
+ #if defined(__cplusplus) && __cplusplus >= 201402L
+ [[deprecated("`with nogil:` inside a nogil function will not release the GIL in PyPy2 < 7.3.6")]]
+ #elif defined(__GNUC__) || defined(__clang__)
+ __attribute__ ((__deprecated__("`with nogil:` inside a nogil function will not release the GIL in PyPy2 < 7.3.6")))
+ #elif defined(_MSC_VER)
+ __declspec(deprecated("`with nogil:` inside a nogil function will not release the GIL in PyPy2 < 7.3.6"))
+ #endif
+ static CYTHON_INLINE int PyGILState_Check(void) {
+ return 0;
+ }
+ #else // PYPY_VERSION_NUM < 0x07030600
+ #endif // PYPY_VERSION_NUM < 0x07030600
+ #else
+ static CYTHON_INLINE int PyGILState_Check(void) {
+ PyThreadState * tstate = _PyThreadState_Current;
+ return tstate && (tstate == PyGILState_GetThisThreadState());
+ }
+ #endif
+#endif
+#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX < 0x030d0000 || defined(_PyDict_NewPresized)
+#define __Pyx_PyDict_NewPresized(n) ((n <= 8) ? PyDict_New() : _PyDict_NewPresized(n))
+#else
+#define __Pyx_PyDict_NewPresized(n) PyDict_New()
+#endif
+#if PY_MAJOR_VERSION >= 3 || CYTHON_FUTURE_DIVISION
+ #define __Pyx_PyNumber_Divide(x,y) PyNumber_TrueDivide(x,y)
+ #define __Pyx_PyNumber_InPlaceDivide(x,y) PyNumber_InPlaceTrueDivide(x,y)
+#else
+ #define __Pyx_PyNumber_Divide(x,y) PyNumber_Divide(x,y)
+ #define __Pyx_PyNumber_InPlaceDivide(x,y) PyNumber_InPlaceDivide(x,y)
+#endif
+#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX > 0x030600B4 && PY_VERSION_HEX < 0x030d0000 && CYTHON_USE_UNICODE_INTERNALS
+#define __Pyx_PyDict_GetItemStrWithError(dict, name) _PyDict_GetItem_KnownHash(dict, name, ((PyASCIIObject *) name)->hash)
+static CYTHON_INLINE PyObject * __Pyx_PyDict_GetItemStr(PyObject *dict, PyObject *name) {
+ PyObject *res = __Pyx_PyDict_GetItemStrWithError(dict, name);
+ if (res == NULL) PyErr_Clear();
+ return res;
+}
+#elif PY_MAJOR_VERSION >= 3 && (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07020000)
+#define __Pyx_PyDict_GetItemStrWithError PyDict_GetItemWithError
+#define __Pyx_PyDict_GetItemStr PyDict_GetItem
+#else
+static CYTHON_INLINE PyObject * __Pyx_PyDict_GetItemStrWithError(PyObject *dict, PyObject *name) {
+#if CYTHON_COMPILING_IN_PYPY
+ return PyDict_GetItem(dict, name);
+#else
+ PyDictEntry *ep;
+ PyDictObject *mp = (PyDictObject*) dict;
+ long hash = ((PyStringObject *) name)->ob_shash;
+ assert(hash != -1);
+ ep = (mp->ma_lookup)(mp, name, hash);
+ if (ep == NULL) {
+ return NULL;
+ }
+ return ep->me_value;
+#endif
+}
+#define __Pyx_PyDict_GetItemStr PyDict_GetItem
+#endif
+#if CYTHON_USE_TYPE_SLOTS
+ #define __Pyx_PyType_GetFlags(tp) (((PyTypeObject *)tp)->tp_flags)
+ #define __Pyx_PyType_HasFeature(type, feature) ((__Pyx_PyType_GetFlags(type) & (feature)) != 0)
+ #define __Pyx_PyObject_GetIterNextFunc(obj) (Py_TYPE(obj)->tp_iternext)
+#else
+ #define __Pyx_PyType_GetFlags(tp) (PyType_GetFlags((PyTypeObject *)tp))
+ #define __Pyx_PyType_HasFeature(type, feature) PyType_HasFeature(type, feature)
+ #define __Pyx_PyObject_GetIterNextFunc(obj) PyIter_Next
+#endif
+#if CYTHON_COMPILING_IN_LIMITED_API
+ #define __Pyx_SetItemOnTypeDict(tp, k, v) PyObject_GenericSetAttr((PyObject*)tp, k, v)
+#else
+ #define __Pyx_SetItemOnTypeDict(tp, k, v) PyDict_SetItem(tp->tp_dict, k, v)
+#endif
+#if CYTHON_USE_TYPE_SPECS && PY_VERSION_HEX >= 0x03080000
+#define __Pyx_PyHeapTypeObject_GC_Del(obj) {\
+ PyTypeObject *type = Py_TYPE((PyObject*)obj);\
+ assert(__Pyx_PyType_HasFeature(type, Py_TPFLAGS_HEAPTYPE));\
+ PyObject_GC_Del(obj);\
+ Py_DECREF(type);\
+}
+#else
+#define __Pyx_PyHeapTypeObject_GC_Del(obj) PyObject_GC_Del(obj)
+#endif
+#if CYTHON_COMPILING_IN_LIMITED_API
+ #define CYTHON_PEP393_ENABLED 1
+ #define __Pyx_PyUnicode_READY(op) (0)
+ #define __Pyx_PyUnicode_GET_LENGTH(u) PyUnicode_GetLength(u)
+ #define __Pyx_PyUnicode_READ_CHAR(u, i) PyUnicode_ReadChar(u, i)
+ #define __Pyx_PyUnicode_MAX_CHAR_VALUE(u) ((void)u, 1114111U)
+ #define __Pyx_PyUnicode_KIND(u) ((void)u, (0))
+ #define __Pyx_PyUnicode_DATA(u) ((void*)u)
+ #define __Pyx_PyUnicode_READ(k, d, i) ((void)k, PyUnicode_ReadChar((PyObject*)(d), i))
+ #define __Pyx_PyUnicode_IS_TRUE(u) (0 != PyUnicode_GetLength(u))
+#elif PY_VERSION_HEX > 0x03030000 && defined(PyUnicode_KIND)
+ #define CYTHON_PEP393_ENABLED 1
+ #if PY_VERSION_HEX >= 0x030C0000
+ #define __Pyx_PyUnicode_READY(op) (0)
+ #else
+ #define __Pyx_PyUnicode_READY(op) (likely(PyUnicode_IS_READY(op)) ?\
+ 0 : _PyUnicode_Ready((PyObject *)(op)))
+ #endif
+ #define __Pyx_PyUnicode_GET_LENGTH(u) PyUnicode_GET_LENGTH(u)
+ #define __Pyx_PyUnicode_READ_CHAR(u, i) PyUnicode_READ_CHAR(u, i)
+ #define __Pyx_PyUnicode_MAX_CHAR_VALUE(u) PyUnicode_MAX_CHAR_VALUE(u)
+ #define __Pyx_PyUnicode_KIND(u) ((int)PyUnicode_KIND(u))
+ #define __Pyx_PyUnicode_DATA(u) PyUnicode_DATA(u)
+ #define __Pyx_PyUnicode_READ(k, d, i) PyUnicode_READ(k, d, i)
+ #define __Pyx_PyUnicode_WRITE(k, d, i, ch) PyUnicode_WRITE(k, d, i, (Py_UCS4) ch)
+ #if PY_VERSION_HEX >= 0x030C0000
+ #define __Pyx_PyUnicode_IS_TRUE(u) (0 != PyUnicode_GET_LENGTH(u))
+ #else
+ #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x03090000
+ #define __Pyx_PyUnicode_IS_TRUE(u) (0 != (likely(PyUnicode_IS_READY(u)) ? PyUnicode_GET_LENGTH(u) : ((PyCompactUnicodeObject *)(u))->wstr_length))
+ #else
+ #define __Pyx_PyUnicode_IS_TRUE(u) (0 != (likely(PyUnicode_IS_READY(u)) ? PyUnicode_GET_LENGTH(u) : PyUnicode_GET_SIZE(u)))
+ #endif
+ #endif
+#else
+ #define CYTHON_PEP393_ENABLED 0
+ #define PyUnicode_1BYTE_KIND 1
+ #define PyUnicode_2BYTE_KIND 2
+ #define PyUnicode_4BYTE_KIND 4
+ #define __Pyx_PyUnicode_READY(op) (0)
+ #define __Pyx_PyUnicode_GET_LENGTH(u) PyUnicode_GET_SIZE(u)
+ #define __Pyx_PyUnicode_READ_CHAR(u, i) ((Py_UCS4)(PyUnicode_AS_UNICODE(u)[i]))
+ #define __Pyx_PyUnicode_MAX_CHAR_VALUE(u) ((sizeof(Py_UNICODE) == 2) ? 65535U : 1114111U)
+ #define __Pyx_PyUnicode_KIND(u) ((int)sizeof(Py_UNICODE))
+ #define __Pyx_PyUnicode_DATA(u) ((void*)PyUnicode_AS_UNICODE(u))
+ #define __Pyx_PyUnicode_READ(k, d, i) ((void)(k), (Py_UCS4)(((Py_UNICODE*)d)[i]))
+ #define __Pyx_PyUnicode_WRITE(k, d, i, ch) (((void)(k)), ((Py_UNICODE*)d)[i] = (Py_UNICODE) ch)
+ #define __Pyx_PyUnicode_IS_TRUE(u) (0 != PyUnicode_GET_SIZE(u))
+#endif
+#if CYTHON_COMPILING_IN_PYPY
+ #define __Pyx_PyUnicode_Concat(a, b) PyNumber_Add(a, b)
+ #define __Pyx_PyUnicode_ConcatSafe(a, b) PyNumber_Add(a, b)
+#else
+ #define __Pyx_PyUnicode_Concat(a, b) PyUnicode_Concat(a, b)
+ #define __Pyx_PyUnicode_ConcatSafe(a, b) ((unlikely((a) == Py_None) || unlikely((b) == Py_None)) ?\
+ PyNumber_Add(a, b) : __Pyx_PyUnicode_Concat(a, b))
+#endif
+#if CYTHON_COMPILING_IN_PYPY
+ #if !defined(PyUnicode_DecodeUnicodeEscape)
+ #define PyUnicode_DecodeUnicodeEscape(s, size, errors) PyUnicode_Decode(s, size, "unicode_escape", errors)
+ #endif
+ #if !defined(PyUnicode_Contains) || (PY_MAJOR_VERSION == 2 && PYPY_VERSION_NUM < 0x07030500)
+ #undef PyUnicode_Contains
+ #define PyUnicode_Contains(u, s) PySequence_Contains(u, s)
+ #endif
+ #if !defined(PyByteArray_Check)
+ #define PyByteArray_Check(obj) PyObject_TypeCheck(obj, &PyByteArray_Type)
+ #endif
+ #if !defined(PyObject_Format)
+ #define PyObject_Format(obj, fmt) PyObject_CallMethod(obj, "__format__", "O", fmt)
+ #endif
+#endif
+#define __Pyx_PyString_FormatSafe(a, b) ((unlikely((a) == Py_None || (PyString_Check(b) && !PyString_CheckExact(b)))) ? PyNumber_Remainder(a, b) : __Pyx_PyString_Format(a, b))
+#define __Pyx_PyUnicode_FormatSafe(a, b) ((unlikely((a) == Py_None || (PyUnicode_Check(b) && !PyUnicode_CheckExact(b)))) ? PyNumber_Remainder(a, b) : PyUnicode_Format(a, b))
+#if PY_MAJOR_VERSION >= 3
+ #define __Pyx_PyString_Format(a, b) PyUnicode_Format(a, b)
+#else
+ #define __Pyx_PyString_Format(a, b) PyString_Format(a, b)
+#endif
+#if PY_MAJOR_VERSION < 3 && !defined(PyObject_ASCII)
+ #define PyObject_ASCII(o) PyObject_Repr(o)
+#endif
+#if PY_MAJOR_VERSION >= 3
+ #define PyBaseString_Type PyUnicode_Type
+ #define PyStringObject PyUnicodeObject
+ #define PyString_Type PyUnicode_Type
+ #define PyString_Check PyUnicode_Check
+ #define PyString_CheckExact PyUnicode_CheckExact
+#ifndef PyObject_Unicode
+ #define PyObject_Unicode PyObject_Str
+#endif
+#endif
+#if PY_MAJOR_VERSION >= 3
+ #define __Pyx_PyBaseString_Check(obj) PyUnicode_Check(obj)
+ #define __Pyx_PyBaseString_CheckExact(obj) PyUnicode_CheckExact(obj)
+#else
+ #define __Pyx_PyBaseString_Check(obj) (PyString_Check(obj) || PyUnicode_Check(obj))
+ #define __Pyx_PyBaseString_CheckExact(obj) (PyString_CheckExact(obj) || PyUnicode_CheckExact(obj))
+#endif
+#if CYTHON_COMPILING_IN_CPYTHON
+ #define __Pyx_PySequence_ListKeepNew(obj)\
+ (likely(PyList_CheckExact(obj) && Py_REFCNT(obj) == 1) ? __Pyx_NewRef(obj) : PySequence_List(obj))
+#else
+ #define __Pyx_PySequence_ListKeepNew(obj) PySequence_List(obj)
+#endif
+#ifndef PySet_CheckExact
+ #define PySet_CheckExact(obj) __Pyx_IS_TYPE(obj, &PySet_Type)
+#endif
+#if PY_VERSION_HEX >= 0x030900A4
+ #define __Pyx_SET_REFCNT(obj, refcnt) Py_SET_REFCNT(obj, refcnt)
+ #define __Pyx_SET_SIZE(obj, size) Py_SET_SIZE(obj, size)
+#else
+ #define __Pyx_SET_REFCNT(obj, refcnt) Py_REFCNT(obj) = (refcnt)
+ #define __Pyx_SET_SIZE(obj, size) Py_SIZE(obj) = (size)
+#endif
+#if CYTHON_ASSUME_SAFE_MACROS
+ #define __Pyx_PySequence_ITEM(o, i) PySequence_ITEM(o, i)
+ #define __Pyx_PySequence_SIZE(seq) Py_SIZE(seq)
+ #define __Pyx_PyTuple_SET_ITEM(o, i, v) (PyTuple_SET_ITEM(o, i, v), (0))
+ #define __Pyx_PyList_SET_ITEM(o, i, v) (PyList_SET_ITEM(o, i, v), (0))
+ #define __Pyx_PyTuple_GET_SIZE(o) PyTuple_GET_SIZE(o)
+ #define __Pyx_PyList_GET_SIZE(o) PyList_GET_SIZE(o)
+ #define __Pyx_PySet_GET_SIZE(o) PySet_GET_SIZE(o)
+ #define __Pyx_PyBytes_GET_SIZE(o) PyBytes_GET_SIZE(o)
+ #define __Pyx_PyByteArray_GET_SIZE(o) PyByteArray_GET_SIZE(o)
+#else
+ #define __Pyx_PySequence_ITEM(o, i) PySequence_GetItem(o, i)
+ #define __Pyx_PySequence_SIZE(seq) PySequence_Size(seq)
+ #define __Pyx_PyTuple_SET_ITEM(o, i, v) PyTuple_SetItem(o, i, v)
+ #define __Pyx_PyList_SET_ITEM(o, i, v) PyList_SetItem(o, i, v)
+ #define __Pyx_PyTuple_GET_SIZE(o) PyTuple_Size(o)
+ #define __Pyx_PyList_GET_SIZE(o) PyList_Size(o)
+ #define __Pyx_PySet_GET_SIZE(o) PySet_Size(o)
+ #define __Pyx_PyBytes_GET_SIZE(o) PyBytes_Size(o)
+ #define __Pyx_PyByteArray_GET_SIZE(o) PyByteArray_Size(o)
+#endif
+#if __PYX_LIMITED_VERSION_HEX >= 0x030d00A1
+ #define __Pyx_PyImport_AddModuleRef(name) PyImport_AddModuleRef(name)
+#else
+ static CYTHON_INLINE PyObject *__Pyx_PyImport_AddModuleRef(const char *name) {
+ PyObject *module = PyImport_AddModule(name);
+ Py_XINCREF(module);
+ return module;
+ }
+#endif
+#if PY_MAJOR_VERSION >= 3
+ #define PyIntObject PyLongObject
+ #define PyInt_Type PyLong_Type
+ #define PyInt_Check(op) PyLong_Check(op)
+ #define PyInt_CheckExact(op) PyLong_CheckExact(op)
+ #define __Pyx_Py3Int_Check(op) PyLong_Check(op)
+ #define __Pyx_Py3Int_CheckExact(op) PyLong_CheckExact(op)
+ #define PyInt_FromString PyLong_FromString
+ #define PyInt_FromUnicode PyLong_FromUnicode
+ #define PyInt_FromLong PyLong_FromLong
+ #define PyInt_FromSize_t PyLong_FromSize_t
+ #define PyInt_FromSsize_t PyLong_FromSsize_t
+ #define PyInt_AsLong PyLong_AsLong
+ #define PyInt_AS_LONG PyLong_AS_LONG
+ #define PyInt_AsSsize_t PyLong_AsSsize_t
+ #define PyInt_AsUnsignedLongMask PyLong_AsUnsignedLongMask
+ #define PyInt_AsUnsignedLongLongMask PyLong_AsUnsignedLongLongMask
+ #define PyNumber_Int PyNumber_Long
+#else
+ #define __Pyx_Py3Int_Check(op) (PyLong_Check(op) || PyInt_Check(op))
+ #define __Pyx_Py3Int_CheckExact(op) (PyLong_CheckExact(op) || PyInt_CheckExact(op))
+#endif
+#if PY_MAJOR_VERSION >= 3
+ #define PyBoolObject PyLongObject
+#endif
+#if PY_MAJOR_VERSION >= 3 && CYTHON_COMPILING_IN_PYPY
+ #ifndef PyUnicode_InternFromString
+ #define PyUnicode_InternFromString(s) PyUnicode_FromString(s)
+ #endif
+#endif
+#if PY_VERSION_HEX < 0x030200A4
+ typedef long Py_hash_t;
+ #define __Pyx_PyInt_FromHash_t PyInt_FromLong
+ #define __Pyx_PyInt_AsHash_t __Pyx_PyIndex_AsHash_t
+#else
+ #define __Pyx_PyInt_FromHash_t PyInt_FromSsize_t
+ #define __Pyx_PyInt_AsHash_t __Pyx_PyIndex_AsSsize_t
+#endif
+#if CYTHON_USE_ASYNC_SLOTS
+ #if PY_VERSION_HEX >= 0x030500B1
+ #define __Pyx_PyAsyncMethodsStruct PyAsyncMethods
+ #define __Pyx_PyType_AsAsync(obj) (Py_TYPE(obj)->tp_as_async)
+ #else
+ #define __Pyx_PyType_AsAsync(obj) ((__Pyx_PyAsyncMethodsStruct*) (Py_TYPE(obj)->tp_reserved))
+ #endif
+#else
+ #define __Pyx_PyType_AsAsync(obj) NULL
+#endif
+#ifndef __Pyx_PyAsyncMethodsStruct
+ typedef struct {
+ unaryfunc am_await;
+ unaryfunc am_aiter;
+ unaryfunc am_anext;
+ } __Pyx_PyAsyncMethodsStruct;
+#endif
+
+#if defined(_WIN32) || defined(WIN32) || defined(MS_WINDOWS)
+ #if !defined(_USE_MATH_DEFINES)
+ #define _USE_MATH_DEFINES
+ #endif
+#endif
+#include
+#ifdef NAN
+#define __PYX_NAN() ((float) NAN)
+#else
+static CYTHON_INLINE float __PYX_NAN() {
+ float value;
+ memset(&value, 0xFF, sizeof(value));
+ return value;
+}
+#endif
+#if defined(__CYGWIN__) && defined(_LDBL_EQ_DBL)
+#define __Pyx_truncl trunc
+#else
+#define __Pyx_truncl truncl
+#endif
+
+#define __PYX_MARK_ERR_POS(f_index, lineno) \
+ { __pyx_filename = __pyx_f[f_index]; (void)__pyx_filename; __pyx_lineno = lineno; (void)__pyx_lineno; __pyx_clineno = __LINE__; (void)__pyx_clineno; }
+#define __PYX_ERR(f_index, lineno, Ln_error) \
+ { __PYX_MARK_ERR_POS(f_index, lineno) goto Ln_error; }
+
+#ifdef CYTHON_EXTERN_C
+ #undef __PYX_EXTERN_C
+ #define __PYX_EXTERN_C CYTHON_EXTERN_C
+#elif defined(__PYX_EXTERN_C)
+ #ifdef _MSC_VER
+ #pragma message ("Please do not define the '__PYX_EXTERN_C' macro externally. Use 'CYTHON_EXTERN_C' instead.")
+ #else
+ #warning Please do not define the '__PYX_EXTERN_C' macro externally. Use 'CYTHON_EXTERN_C' instead.
+ #endif
+#else
+ #ifdef __cplusplus
+ #define __PYX_EXTERN_C extern "C"
+ #else
+ #define __PYX_EXTERN_C extern
+ #endif
+#endif
+
+#define __PYX_HAVE___geoslib
+#define __PYX_HAVE_API___geoslib
+/* Early includes */
+#include
+#include
+
+ /* Using NumPy API declarations from "numpy/__init__.cython-30.pxd" */
+
+#include "numpy/arrayobject.h"
+#include "numpy/ndarrayobject.h"
+#include "numpy/ndarraytypes.h"
+#include "numpy/arrayscalars.h"
+#include "numpy/ufuncobject.h"
+#include "geos_c.h"
+#ifdef _OPENMP
+#include
+#endif /* _OPENMP */
+
+#if defined(PYREX_WITHOUT_ASSERTIONS) && !defined(CYTHON_WITHOUT_ASSERTIONS)
+#define CYTHON_WITHOUT_ASSERTIONS
+#endif
+
+typedef struct {PyObject **p; const char *s; const Py_ssize_t n; const char* encoding;
+ const char is_unicode; const char is_str; const char intern; } __Pyx_StringTabEntry;
+
+#define __PYX_DEFAULT_STRING_ENCODING_IS_ASCII 0
+#define __PYX_DEFAULT_STRING_ENCODING_IS_UTF8 0
+#define __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT (PY_MAJOR_VERSION >= 3 && __PYX_DEFAULT_STRING_ENCODING_IS_UTF8)
+#define __PYX_DEFAULT_STRING_ENCODING ""
+#define __Pyx_PyObject_FromString __Pyx_PyBytes_FromString
+#define __Pyx_PyObject_FromStringAndSize __Pyx_PyBytes_FromStringAndSize
+#define __Pyx_uchar_cast(c) ((unsigned char)c)
+#define __Pyx_long_cast(x) ((long)x)
+#define __Pyx_fits_Py_ssize_t(v, type, is_signed) (\
+ (sizeof(type) < sizeof(Py_ssize_t)) ||\
+ (sizeof(type) > sizeof(Py_ssize_t) &&\
+ likely(v < (type)PY_SSIZE_T_MAX ||\
+ v == (type)PY_SSIZE_T_MAX) &&\
+ (!is_signed || likely(v > (type)PY_SSIZE_T_MIN ||\
+ v == (type)PY_SSIZE_T_MIN))) ||\
+ (sizeof(type) == sizeof(Py_ssize_t) &&\
+ (is_signed || likely(v < (type)PY_SSIZE_T_MAX ||\
+ v == (type)PY_SSIZE_T_MAX))) )
+static CYTHON_INLINE int __Pyx_is_valid_index(Py_ssize_t i, Py_ssize_t limit) {
+ return (size_t) i < (size_t) limit;
+}
+#if defined (__cplusplus) && __cplusplus >= 201103L
+ #include
+ #define __Pyx_sst_abs(value) std::abs(value)
+#elif SIZEOF_INT >= SIZEOF_SIZE_T
+ #define __Pyx_sst_abs(value) abs(value)
+#elif SIZEOF_LONG >= SIZEOF_SIZE_T
+ #define __Pyx_sst_abs(value) labs(value)
+#elif defined (_MSC_VER)
+ #define __Pyx_sst_abs(value) ((Py_ssize_t)_abs64(value))
+#elif defined (__STDC_VERSION__) && __STDC_VERSION__ >= 199901L
+ #define __Pyx_sst_abs(value) llabs(value)
+#elif defined (__GNUC__)
+ #define __Pyx_sst_abs(value) __builtin_llabs(value)
+#else
+ #define __Pyx_sst_abs(value) ((value<0) ? -value : value)
+#endif
+static CYTHON_INLINE Py_ssize_t __Pyx_ssize_strlen(const char *s);
+static CYTHON_INLINE const char* __Pyx_PyObject_AsString(PyObject*);
+static CYTHON_INLINE const char* __Pyx_PyObject_AsStringAndSize(PyObject*, Py_ssize_t* length);
+static CYTHON_INLINE PyObject* __Pyx_PyByteArray_FromString(const char*);
+#define __Pyx_PyByteArray_FromStringAndSize(s, l) PyByteArray_FromStringAndSize((const char*)s, l)
+#define __Pyx_PyBytes_FromString PyBytes_FromString
+#define __Pyx_PyBytes_FromStringAndSize PyBytes_FromStringAndSize
+static CYTHON_INLINE PyObject* __Pyx_PyUnicode_FromString(const char*);
+#if PY_MAJOR_VERSION < 3
+ #define __Pyx_PyStr_FromString __Pyx_PyBytes_FromString
+ #define __Pyx_PyStr_FromStringAndSize __Pyx_PyBytes_FromStringAndSize
+#else
+ #define __Pyx_PyStr_FromString __Pyx_PyUnicode_FromString
+ #define __Pyx_PyStr_FromStringAndSize __Pyx_PyUnicode_FromStringAndSize
+#endif
+#define __Pyx_PyBytes_AsWritableString(s) ((char*) PyBytes_AS_STRING(s))
+#define __Pyx_PyBytes_AsWritableSString(s) ((signed char*) PyBytes_AS_STRING(s))
+#define __Pyx_PyBytes_AsWritableUString(s) ((unsigned char*) PyBytes_AS_STRING(s))
+#define __Pyx_PyBytes_AsString(s) ((const char*) PyBytes_AS_STRING(s))
+#define __Pyx_PyBytes_AsSString(s) ((const signed char*) PyBytes_AS_STRING(s))
+#define __Pyx_PyBytes_AsUString(s) ((const unsigned char*) PyBytes_AS_STRING(s))
+#define __Pyx_PyObject_AsWritableString(s) ((char*)(__pyx_uintptr_t) __Pyx_PyObject_AsString(s))
+#define __Pyx_PyObject_AsWritableSString(s) ((signed char*)(__pyx_uintptr_t) __Pyx_PyObject_AsString(s))
+#define __Pyx_PyObject_AsWritableUString(s) ((unsigned char*)(__pyx_uintptr_t) __Pyx_PyObject_AsString(s))
+#define __Pyx_PyObject_AsSString(s) ((const signed char*) __Pyx_PyObject_AsString(s))
+#define __Pyx_PyObject_AsUString(s) ((const unsigned char*) __Pyx_PyObject_AsString(s))
+#define __Pyx_PyObject_FromCString(s) __Pyx_PyObject_FromString((const char*)s)
+#define __Pyx_PyBytes_FromCString(s) __Pyx_PyBytes_FromString((const char*)s)
+#define __Pyx_PyByteArray_FromCString(s) __Pyx_PyByteArray_FromString((const char*)s)
+#define __Pyx_PyStr_FromCString(s) __Pyx_PyStr_FromString((const char*)s)
+#define __Pyx_PyUnicode_FromCString(s) __Pyx_PyUnicode_FromString((const char*)s)
+#define __Pyx_PyUnicode_FromOrdinal(o) PyUnicode_FromOrdinal((int)o)
+#define __Pyx_PyUnicode_AsUnicode PyUnicode_AsUnicode
+#define __Pyx_NewRef(obj) (Py_INCREF(obj), obj)
+#define __Pyx_Owned_Py_None(b) __Pyx_NewRef(Py_None)
+static CYTHON_INLINE PyObject * __Pyx_PyBool_FromLong(long b);
+static CYTHON_INLINE int __Pyx_PyObject_IsTrue(PyObject*);
+static CYTHON_INLINE int __Pyx_PyObject_IsTrueAndDecref(PyObject*);
+static CYTHON_INLINE PyObject* __Pyx_PyNumber_IntOrLong(PyObject* x);
+#define __Pyx_PySequence_Tuple(obj)\
+ (likely(PyTuple_CheckExact(obj)) ? __Pyx_NewRef(obj) : PySequence_Tuple(obj))
+static CYTHON_INLINE Py_ssize_t __Pyx_PyIndex_AsSsize_t(PyObject*);
+static CYTHON_INLINE PyObject * __Pyx_PyInt_FromSize_t(size_t);
+static CYTHON_INLINE Py_hash_t __Pyx_PyIndex_AsHash_t(PyObject*);
+#if CYTHON_ASSUME_SAFE_MACROS
+#define __pyx_PyFloat_AsDouble(x) (PyFloat_CheckExact(x) ? PyFloat_AS_DOUBLE(x) : PyFloat_AsDouble(x))
+#else
+#define __pyx_PyFloat_AsDouble(x) PyFloat_AsDouble(x)
+#endif
+#define __pyx_PyFloat_AsFloat(x) ((float) __pyx_PyFloat_AsDouble(x))
+#if PY_MAJOR_VERSION >= 3
+#define __Pyx_PyNumber_Int(x) (PyLong_CheckExact(x) ? __Pyx_NewRef(x) : PyNumber_Long(x))
+#else
+#define __Pyx_PyNumber_Int(x) (PyInt_CheckExact(x) ? __Pyx_NewRef(x) : PyNumber_Int(x))
+#endif
+#if CYTHON_USE_PYLONG_INTERNALS
+ #if PY_VERSION_HEX >= 0x030C00A7
+ #ifndef _PyLong_SIGN_MASK
+ #define _PyLong_SIGN_MASK 3
+ #endif
+ #ifndef _PyLong_NON_SIZE_BITS
+ #define _PyLong_NON_SIZE_BITS 3
+ #endif
+ #define __Pyx_PyLong_Sign(x) (((PyLongObject*)x)->long_value.lv_tag & _PyLong_SIGN_MASK)
+ #define __Pyx_PyLong_IsNeg(x) ((__Pyx_PyLong_Sign(x) & 2) != 0)
+ #define __Pyx_PyLong_IsNonNeg(x) (!__Pyx_PyLong_IsNeg(x))
+ #define __Pyx_PyLong_IsZero(x) (__Pyx_PyLong_Sign(x) & 1)
+ #define __Pyx_PyLong_IsPos(x) (__Pyx_PyLong_Sign(x) == 0)
+ #define __Pyx_PyLong_CompactValueUnsigned(x) (__Pyx_PyLong_Digits(x)[0])
+ #define __Pyx_PyLong_DigitCount(x) ((Py_ssize_t) (((PyLongObject*)x)->long_value.lv_tag >> _PyLong_NON_SIZE_BITS))
+ #define __Pyx_PyLong_SignedDigitCount(x)\
+ ((1 - (Py_ssize_t) __Pyx_PyLong_Sign(x)) * __Pyx_PyLong_DigitCount(x))
+ #if defined(PyUnstable_Long_IsCompact) && defined(PyUnstable_Long_CompactValue)
+ #define __Pyx_PyLong_IsCompact(x) PyUnstable_Long_IsCompact((PyLongObject*) x)
+ #define __Pyx_PyLong_CompactValue(x) PyUnstable_Long_CompactValue((PyLongObject*) x)
+ #else
+ #define __Pyx_PyLong_IsCompact(x) (((PyLongObject*)x)->long_value.lv_tag < (2 << _PyLong_NON_SIZE_BITS))
+ #define __Pyx_PyLong_CompactValue(x) ((1 - (Py_ssize_t) __Pyx_PyLong_Sign(x)) * (Py_ssize_t) __Pyx_PyLong_Digits(x)[0])
+ #endif
+ typedef Py_ssize_t __Pyx_compact_pylong;
+ typedef size_t __Pyx_compact_upylong;
+ #else
+ #define __Pyx_PyLong_IsNeg(x) (Py_SIZE(x) < 0)
+ #define __Pyx_PyLong_IsNonNeg(x) (Py_SIZE(x) >= 0)
+ #define __Pyx_PyLong_IsZero(x) (Py_SIZE(x) == 0)
+ #define __Pyx_PyLong_IsPos(x) (Py_SIZE(x) > 0)
+ #define __Pyx_PyLong_CompactValueUnsigned(x) ((Py_SIZE(x) == 0) ? 0 : __Pyx_PyLong_Digits(x)[0])
+ #define __Pyx_PyLong_DigitCount(x) __Pyx_sst_abs(Py_SIZE(x))
+ #define __Pyx_PyLong_SignedDigitCount(x) Py_SIZE(x)
+ #define __Pyx_PyLong_IsCompact(x) (Py_SIZE(x) == 0 || Py_SIZE(x) == 1 || Py_SIZE(x) == -1)
+ #define __Pyx_PyLong_CompactValue(x)\
+ ((Py_SIZE(x) == 0) ? (sdigit) 0 : ((Py_SIZE(x) < 0) ? -(sdigit)__Pyx_PyLong_Digits(x)[0] : (sdigit)__Pyx_PyLong_Digits(x)[0]))
+ typedef sdigit __Pyx_compact_pylong;
+ typedef digit __Pyx_compact_upylong;
+ #endif
+ #if PY_VERSION_HEX >= 0x030C00A5
+ #define __Pyx_PyLong_Digits(x) (((PyLongObject*)x)->long_value.ob_digit)
+ #else
+ #define __Pyx_PyLong_Digits(x) (((PyLongObject*)x)->ob_digit)
+ #endif
+#endif
+#if PY_MAJOR_VERSION < 3 && __PYX_DEFAULT_STRING_ENCODING_IS_ASCII
+#include
+static int __Pyx_sys_getdefaultencoding_not_ascii;
+static int __Pyx_init_sys_getdefaultencoding_params(void) {
+ PyObject* sys;
+ PyObject* default_encoding = NULL;
+ PyObject* ascii_chars_u = NULL;
+ PyObject* ascii_chars_b = NULL;
+ const char* default_encoding_c;
+ sys = PyImport_ImportModule("sys");
+ if (!sys) goto bad;
+ default_encoding = PyObject_CallMethod(sys, (char*) "getdefaultencoding", NULL);
+ Py_DECREF(sys);
+ if (!default_encoding) goto bad;
+ default_encoding_c = PyBytes_AsString(default_encoding);
+ if (!default_encoding_c) goto bad;
+ if (strcmp(default_encoding_c, "ascii") == 0) {
+ __Pyx_sys_getdefaultencoding_not_ascii = 0;
+ } else {
+ char ascii_chars[128];
+ int c;
+ for (c = 0; c < 128; c++) {
+ ascii_chars[c] = (char) c;
+ }
+ __Pyx_sys_getdefaultencoding_not_ascii = 1;
+ ascii_chars_u = PyUnicode_DecodeASCII(ascii_chars, 128, NULL);
+ if (!ascii_chars_u) goto bad;
+ ascii_chars_b = PyUnicode_AsEncodedString(ascii_chars_u, default_encoding_c, NULL);
+ if (!ascii_chars_b || !PyBytes_Check(ascii_chars_b) || memcmp(ascii_chars, PyBytes_AS_STRING(ascii_chars_b), 128) != 0) {
+ PyErr_Format(
+ PyExc_ValueError,
+ "This module compiled with c_string_encoding=ascii, but default encoding '%.200s' is not a superset of ascii.",
+ default_encoding_c);
+ goto bad;
+ }
+ Py_DECREF(ascii_chars_u);
+ Py_DECREF(ascii_chars_b);
+ }
+ Py_DECREF(default_encoding);
+ return 0;
+bad:
+ Py_XDECREF(default_encoding);
+ Py_XDECREF(ascii_chars_u);
+ Py_XDECREF(ascii_chars_b);
+ return -1;
+}
+#endif
+#if __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT && PY_MAJOR_VERSION >= 3
+#define __Pyx_PyUnicode_FromStringAndSize(c_str, size) PyUnicode_DecodeUTF8(c_str, size, NULL)
+#else
+#define __Pyx_PyUnicode_FromStringAndSize(c_str, size) PyUnicode_Decode(c_str, size, __PYX_DEFAULT_STRING_ENCODING, NULL)
+#if __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT
+#include
+static char* __PYX_DEFAULT_STRING_ENCODING;
+static int __Pyx_init_sys_getdefaultencoding_params(void) {
+ PyObject* sys;
+ PyObject* default_encoding = NULL;
+ char* default_encoding_c;
+ sys = PyImport_ImportModule("sys");
+ if (!sys) goto bad;
+ default_encoding = PyObject_CallMethod(sys, (char*) (const char*) "getdefaultencoding", NULL);
+ Py_DECREF(sys);
+ if (!default_encoding) goto bad;
+ default_encoding_c = PyBytes_AsString(default_encoding);
+ if (!default_encoding_c) goto bad;
+ __PYX_DEFAULT_STRING_ENCODING = (char*) malloc(strlen(default_encoding_c) + 1);
+ if (!__PYX_DEFAULT_STRING_ENCODING) goto bad;
+ strcpy(__PYX_DEFAULT_STRING_ENCODING, default_encoding_c);
+ Py_DECREF(default_encoding);
+ return 0;
+bad:
+ Py_XDECREF(default_encoding);
+ return -1;
+}
+#endif
+#endif
+
+
+/* Test for GCC > 2.95 */
+#if defined(__GNUC__) && (__GNUC__ > 2 || (__GNUC__ == 2 && (__GNUC_MINOR__ > 95)))
+ #define likely(x) __builtin_expect(!!(x), 1)
+ #define unlikely(x) __builtin_expect(!!(x), 0)
+#else /* !__GNUC__ or GCC < 2.95 */
+ #define likely(x) (x)
+ #define unlikely(x) (x)
+#endif /* __GNUC__ */
+static CYTHON_INLINE void __Pyx_pretend_to_initialize(void* ptr) { (void)ptr; }
+
+#if !CYTHON_USE_MODULE_STATE
+static PyObject *__pyx_m = NULL;
+#endif
+static int __pyx_lineno;
+static int __pyx_clineno = 0;
+static const char * __pyx_cfilenm = __FILE__;
+static const char *__pyx_filename;
+
+/* Header.proto */
+#if !defined(CYTHON_CCOMPLEX)
+ #if defined(__cplusplus)
+ #define CYTHON_CCOMPLEX 1
+ #elif (defined(_Complex_I) && !defined(_MSC_VER)) || ((defined (__STDC_VERSION__) && __STDC_VERSION__ >= 201112L) && !defined(__STDC_NO_COMPLEX__) && !defined(_MSC_VER))
+ #define CYTHON_CCOMPLEX 1
+ #else
+ #define CYTHON_CCOMPLEX 0
+ #endif
+#endif
+#if CYTHON_CCOMPLEX
+ #ifdef __cplusplus
+ #include
+ #else
+ #include
+ #endif
+#endif
+#if CYTHON_CCOMPLEX && !defined(__cplusplus) && defined(__sun__) && defined(__GNUC__)
+ #undef _Complex_I
+ #define _Complex_I 1.0fj
+#endif
+
+/* #### Code section: filename_table ### */
+
+static const char *__pyx_f[] = {
+ "src/_geoslib.pyx",
+ "__init__.cython-30.pxd",
+ "type.pxd",
+};
+/* #### Code section: utility_code_proto_before_types ### */
+/* ForceInitThreads.proto */
+#ifndef __PYX_FORCE_INIT_THREADS
+ #define __PYX_FORCE_INIT_THREADS 0
+#endif
+
+/* #### Code section: numeric_typedefs ### */
+
+/* "../../../../../../private/var/folders/dj/yqvpwdk5659g22n38y10kb9w0000gn/T/pip-build-env-ey0sc_qc/overlay/lib/python3.12/site-packages/numpy/__init__.cython-30.pxd":770
+ * # in Cython to enable them only on the right systems.
+ *
+ * ctypedef npy_int8 int8_t # <<<<<<<<<<<<<<
+ * ctypedef npy_int16 int16_t
+ * ctypedef npy_int32 int32_t
+ */
+typedef npy_int8 __pyx_t_5numpy_int8_t;
+
+/* "../../../../../../private/var/folders/dj/yqvpwdk5659g22n38y10kb9w0000gn/T/pip-build-env-ey0sc_qc/overlay/lib/python3.12/site-packages/numpy/__init__.cython-30.pxd":771
+ *
+ * ctypedef npy_int8 int8_t
+ * ctypedef npy_int16 int16_t # <<<<<<<<<<<<<<
+ * ctypedef npy_int32 int32_t
+ * ctypedef npy_int64 int64_t
+ */
+typedef npy_int16 __pyx_t_5numpy_int16_t;
+
+/* "../../../../../../private/var/folders/dj/yqvpwdk5659g22n38y10kb9w0000gn/T/pip-build-env-ey0sc_qc/overlay/lib/python3.12/site-packages/numpy/__init__.cython-30.pxd":772
+ * ctypedef npy_int8 int8_t
+ * ctypedef npy_int16 int16_t
+ * ctypedef npy_int32 int32_t # <<<<<<<<<<<<<<
+ * ctypedef npy_int64 int64_t
+ * #ctypedef npy_int96 int96_t
+ */
+typedef npy_int32 __pyx_t_5numpy_int32_t;
+
+/* "../../../../../../private/var/folders/dj/yqvpwdk5659g22n38y10kb9w0000gn/T/pip-build-env-ey0sc_qc/overlay/lib/python3.12/site-packages/numpy/__init__.cython-30.pxd":773
+ * ctypedef npy_int16 int16_t
+ * ctypedef npy_int32 int32_t
+ * ctypedef npy_int64 int64_t # <<<<<<<<<<<<<<
+ * #ctypedef npy_int96 int96_t
+ * #ctypedef npy_int128 int128_t
+ */
+typedef npy_int64 __pyx_t_5numpy_int64_t;
+
+/* "../../../../../../private/var/folders/dj/yqvpwdk5659g22n38y10kb9w0000gn/T/pip-build-env-ey0sc_qc/overlay/lib/python3.12/site-packages/numpy/__init__.cython-30.pxd":777
+ * #ctypedef npy_int128 int128_t
+ *
+ * ctypedef npy_uint8 uint8_t # <<<<<<<<<<<<<<
+ * ctypedef npy_uint16 uint16_t
+ * ctypedef npy_uint32 uint32_t
+ */
+typedef npy_uint8 __pyx_t_5numpy_uint8_t;
+
+/* "../../../../../../private/var/folders/dj/yqvpwdk5659g22n38y10kb9w0000gn/T/pip-build-env-ey0sc_qc/overlay/lib/python3.12/site-packages/numpy/__init__.cython-30.pxd":778
+ *
+ * ctypedef npy_uint8 uint8_t
+ * ctypedef npy_uint16 uint16_t # <<<<<<<<<<<<<<
+ * ctypedef npy_uint32 uint32_t
+ * ctypedef npy_uint64 uint64_t
+ */
+typedef npy_uint16 __pyx_t_5numpy_uint16_t;
+
+/* "../../../../../../private/var/folders/dj/yqvpwdk5659g22n38y10kb9w0000gn/T/pip-build-env-ey0sc_qc/overlay/lib/python3.12/site-packages/numpy/__init__.cython-30.pxd":779
+ * ctypedef npy_uint8 uint8_t
+ * ctypedef npy_uint16 uint16_t
+ * ctypedef npy_uint32 uint32_t # <<<<<<<<<<<<<<
+ * ctypedef npy_uint64 uint64_t
+ * #ctypedef npy_uint96 uint96_t
+ */
+typedef npy_uint32 __pyx_t_5numpy_uint32_t;
+
+/* "../../../../../../private/var/folders/dj/yqvpwdk5659g22n38y10kb9w0000gn/T/pip-build-env-ey0sc_qc/overlay/lib/python3.12/site-packages/numpy/__init__.cython-30.pxd":780
+ * ctypedef npy_uint16 uint16_t
+ * ctypedef npy_uint32 uint32_t
+ * ctypedef npy_uint64 uint64_t # <<<<<<<<<<<<<<
+ * #ctypedef npy_uint96 uint96_t
+ * #ctypedef npy_uint128 uint128_t
+ */
+typedef npy_uint64 __pyx_t_5numpy_uint64_t;
+
+/* "../../../../../../private/var/folders/dj/yqvpwdk5659g22n38y10kb9w0000gn/T/pip-build-env-ey0sc_qc/overlay/lib/python3.12/site-packages/numpy/__init__.cython-30.pxd":784
+ * #ctypedef npy_uint128 uint128_t
+ *
+ * ctypedef npy_float32 float32_t # <<<<<<<<<<<<<<
+ * ctypedef npy_float64 float64_t
+ * #ctypedef npy_float80 float80_t
+ */
+typedef npy_float32 __pyx_t_5numpy_float32_t;
+
+/* "../../../../../../private/var/folders/dj/yqvpwdk5659g22n38y10kb9w0000gn/T/pip-build-env-ey0sc_qc/overlay/lib/python3.12/site-packages/numpy/__init__.cython-30.pxd":785
+ *
+ * ctypedef npy_float32 float32_t
+ * ctypedef npy_float64 float64_t # <<<<<<<<<<<<<<
+ * #ctypedef npy_float80 float80_t
+ * #ctypedef npy_float128 float128_t
+ */
+typedef npy_float64 __pyx_t_5numpy_float64_t;
+
+/* "../../../../../../private/var/folders/dj/yqvpwdk5659g22n38y10kb9w0000gn/T/pip-build-env-ey0sc_qc/overlay/lib/python3.12/site-packages/numpy/__init__.cython-30.pxd":792
+ * ctypedef double complex complex128_t
+ *
+ * ctypedef npy_longlong longlong_t # <<<<<<<<<<<<<<
+ * ctypedef npy_ulonglong ulonglong_t
+ *
+ */
+typedef npy_longlong __pyx_t_5numpy_longlong_t;
+
+/* "../../../../../../private/var/folders/dj/yqvpwdk5659g22n38y10kb9w0000gn/T/pip-build-env-ey0sc_qc/overlay/lib/python3.12/site-packages/numpy/__init__.cython-30.pxd":793
+ *
+ * ctypedef npy_longlong longlong_t
+ * ctypedef npy_ulonglong ulonglong_t # <<<<<<<<<<<<<<
+ *
+ * ctypedef npy_intp intp_t
+ */
+typedef npy_ulonglong __pyx_t_5numpy_ulonglong_t;
+
+/* "../../../../../../private/var/folders/dj/yqvpwdk5659g22n38y10kb9w0000gn/T/pip-build-env-ey0sc_qc/overlay/lib/python3.12/site-packages/numpy/__init__.cython-30.pxd":795
+ * ctypedef npy_ulonglong ulonglong_t
+ *
+ * ctypedef npy_intp intp_t # <<<<<<<<<<<<<<
+ * ctypedef npy_uintp uintp_t
+ *
+ */
+typedef npy_intp __pyx_t_5numpy_intp_t;
+
+/* "../../../../../../private/var/folders/dj/yqvpwdk5659g22n38y10kb9w0000gn/T/pip-build-env-ey0sc_qc/overlay/lib/python3.12/site-packages/numpy/__init__.cython-30.pxd":796
+ *
+ * ctypedef npy_intp intp_t
+ * ctypedef npy_uintp uintp_t # <<<<<<<<<<<<<<
+ *
+ * ctypedef npy_double float_t
+ */
+typedef npy_uintp __pyx_t_5numpy_uintp_t;
+
+/* "../../../../../../private/var/folders/dj/yqvpwdk5659g22n38y10kb9w0000gn/T/pip-build-env-ey0sc_qc/overlay/lib/python3.12/site-packages/numpy/__init__.cython-30.pxd":798
+ * ctypedef npy_uintp uintp_t
+ *
+ * ctypedef npy_double float_t # <<<<<<<<<<<<<<
+ * ctypedef npy_double double_t
+ * ctypedef npy_longdouble longdouble_t
+ */
+typedef npy_double __pyx_t_5numpy_float_t;
+
+/* "../../../../../../private/var/folders/dj/yqvpwdk5659g22n38y10kb9w0000gn/T/pip-build-env-ey0sc_qc/overlay/lib/python3.12/site-packages/numpy/__init__.cython-30.pxd":799
+ *
+ * ctypedef npy_double float_t
+ * ctypedef npy_double double_t # <<<<<<<<<<<<<<
+ * ctypedef npy_longdouble longdouble_t
+ *
+ */
+typedef npy_double __pyx_t_5numpy_double_t;
+
+/* "../../../../../../private/var/folders/dj/yqvpwdk5659g22n38y10kb9w0000gn/T/pip-build-env-ey0sc_qc/overlay/lib/python3.12/site-packages/numpy/__init__.cython-30.pxd":800
+ * ctypedef npy_double float_t
+ * ctypedef npy_double double_t
+ * ctypedef npy_longdouble longdouble_t # <<<<<<<<<<<<<<
+ *
+ * ctypedef float complex cfloat_t
+ */
+typedef npy_longdouble __pyx_t_5numpy_longdouble_t;
+/* #### Code section: complex_type_declarations ### */
+/* Declarations.proto */
+#if CYTHON_CCOMPLEX && (1) && (!0 || __cplusplus)
+ #ifdef __cplusplus
+ typedef ::std::complex< float > __pyx_t_float_complex;
+ #else
+ typedef float _Complex __pyx_t_float_complex;
+ #endif
+#else
+ typedef struct { float real, imag; } __pyx_t_float_complex;
+#endif
+static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_parts(float, float);
+
+/* Declarations.proto */
+#if CYTHON_CCOMPLEX && (1) && (!0 || __cplusplus)
+ #ifdef __cplusplus
+ typedef ::std::complex< double > __pyx_t_double_complex;
+ #else
+ typedef double _Complex __pyx_t_double_complex;
+ #endif
+#else
+ typedef struct { double real, imag; } __pyx_t_double_complex;
+#endif
+static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double, double);
+
+/* Declarations.proto */
+#if CYTHON_CCOMPLEX && (1) && (!0 || __cplusplus)
+ #ifdef __cplusplus
+ typedef ::std::complex< long double > __pyx_t_long_double_complex;
+ #else
+ typedef long double _Complex __pyx_t_long_double_complex;
+ #endif
+#else
+ typedef struct { long double real, imag; } __pyx_t_long_double_complex;
+#endif
+static CYTHON_INLINE __pyx_t_long_double_complex __pyx_t_long_double_complex_from_parts(long double, long double);
+
+/* #### Code section: type_declarations ### */
+
+/*--- Type declarations ---*/
+struct __pyx_obj_8_geoslib_BaseGeometry;
+struct __pyx_obj_8_geoslib_Polygon;
+struct __pyx_obj_8_geoslib_LineString;
+struct __pyx_obj_8_geoslib_Point;
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+/* "../../../../../../private/var/folders/dj/yqvpwdk5659g22n38y10kb9w0000gn/T/pip-build-env-ey0sc_qc/overlay/lib/python3.12/site-packages/numpy/__init__.cython-30.pxd":1096
+ *
+ * # Iterator API added in v1.6
+ * ctypedef int (*NpyIter_IterNextFunc)(NpyIter* it) noexcept nogil # <<<<<<<<<<<<<<
+ * ctypedef void (*NpyIter_GetMultiIndexFunc)(NpyIter* it, npy_intp* outcoords) noexcept nogil
+ *
+ */
+typedef int (*__pyx_t_5numpy_NpyIter_IterNextFunc)(NpyIter *);
+
+/* "../../../../../../private/var/folders/dj/yqvpwdk5659g22n38y10kb9w0000gn/T/pip-build-env-ey0sc_qc/overlay/lib/python3.12/site-packages/numpy/__init__.cython-30.pxd":1097
+ * # Iterator API added in v1.6
+ * ctypedef int (*NpyIter_IterNextFunc)(NpyIter* it) noexcept nogil
+ * ctypedef void (*NpyIter_GetMultiIndexFunc)(NpyIter* it, npy_intp* outcoords) noexcept nogil # <<<<<<<<<<<<<<
+ *
+ * cdef extern from "numpy/arrayobject.h":
+ */
+typedef void (*__pyx_t_5numpy_NpyIter_GetMultiIndexFunc)(NpyIter *, npy_intp *);
+
+/* "_geoslib.pyx":154
+ *
+ *
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+ *
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+ */
+struct __pyx_obj_8_geoslib_BaseGeometry {
+ PyObject_HEAD
+ GEOSGeometry *_geom;
+ unsigned int _npts;
+ PyObject *boundary;
+};
+
+
+/* "_geoslib.pyx":371
+ *
+ *
+ * cdef class Polygon(BaseGeometry): # <<<<<<<<<<<<<<
+ *
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+ */
+struct __pyx_obj_8_geoslib_Polygon {
+ struct __pyx_obj_8_geoslib_BaseGeometry __pyx_base;
+};
+
+
+/* "_geoslib.pyx":425
+ *
+ *
+ * cdef class LineString(BaseGeometry): # <<<<<<<<<<<<<<
+ *
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+ */
+struct __pyx_obj_8_geoslib_LineString {
+ struct __pyx_obj_8_geoslib_BaseGeometry __pyx_base;
+};
+
+
+/* "_geoslib.pyx":458
+ *
+ *
+ * cdef class Point(BaseGeometry): # <<<<<<<<<<<<<<
+ *
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+ */
+struct __pyx_obj_8_geoslib_Point {
+ struct __pyx_obj_8_geoslib_BaseGeometry __pyx_base;
+ PyObject *x;
+ PyObject *y;
+};
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+ #define __Pyx_GIVEREF(r) __Pyx_RefNanny->GIVEREF(__pyx_refnanny, (PyObject *)(r), (__LINE__))
+ #define __Pyx_XINCREF(r) do { if((r) == NULL); else {__Pyx_INCREF(r); }} while(0)
+ #define __Pyx_XDECREF(r) do { if((r) == NULL); else {__Pyx_DECREF(r); }} while(0)
+ #define __Pyx_XGOTREF(r) do { if((r) == NULL); else {__Pyx_GOTREF(r); }} while(0)
+ #define __Pyx_XGIVEREF(r) do { if((r) == NULL); else {__Pyx_GIVEREF(r);}} while(0)
+#else
+ #define __Pyx_RefNannyDeclarations
+ #define __Pyx_RefNannySetupContext(name, acquire_gil)
+ #define __Pyx_RefNannyFinishContextNogil()
+ #define __Pyx_RefNannyFinishContext()
+ #define __Pyx_INCREF(r) Py_INCREF(r)
+ #define __Pyx_DECREF(r) Py_DECREF(r)
+ #define __Pyx_GOTREF(r)
+ #define __Pyx_GIVEREF(r)
+ #define __Pyx_XINCREF(r) Py_XINCREF(r)
+ #define __Pyx_XDECREF(r) Py_XDECREF(r)
+ #define __Pyx_XGOTREF(r)
+ #define __Pyx_XGIVEREF(r)
+#endif
+#define __Pyx_Py_XDECREF_SET(r, v) do {\
+ PyObject *tmp = (PyObject *) r;\
+ r = v; Py_XDECREF(tmp);\
+ } while (0)
+#define __Pyx_XDECREF_SET(r, v) do {\
+ PyObject *tmp = (PyObject *) r;\
+ r = v; __Pyx_XDECREF(tmp);\
+ } while (0)
+#define __Pyx_DECREF_SET(r, v) do {\
+ PyObject *tmp = (PyObject *) r;\
+ r = v; __Pyx_DECREF(tmp);\
+ } while (0)
+#define __Pyx_CLEAR(r) do { PyObject* tmp = ((PyObject*)(r)); r = NULL; __Pyx_DECREF(tmp);} while(0)
+#define __Pyx_XCLEAR(r) do { if((r) != NULL) {PyObject* tmp = ((PyObject*)(r)); r = NULL; __Pyx_DECREF(tmp);}} while(0)
+
+/* PyErrExceptionMatches.proto */
+#if CYTHON_FAST_THREAD_STATE
+#define __Pyx_PyErr_ExceptionMatches(err) __Pyx_PyErr_ExceptionMatchesInState(__pyx_tstate, err)
+static CYTHON_INLINE int __Pyx_PyErr_ExceptionMatchesInState(PyThreadState* tstate, PyObject* err);
+#else
+#define __Pyx_PyErr_ExceptionMatches(err) PyErr_ExceptionMatches(err)
+#endif
+
+/* PyThreadStateGet.proto */
+#if CYTHON_FAST_THREAD_STATE
+#define __Pyx_PyThreadState_declare PyThreadState *__pyx_tstate;
+#define __Pyx_PyThreadState_assign __pyx_tstate = __Pyx_PyThreadState_Current;
+#if PY_VERSION_HEX >= 0x030C00A6
+#define __Pyx_PyErr_Occurred() (__pyx_tstate->current_exception != NULL)
+#define __Pyx_PyErr_CurrentExceptionType() (__pyx_tstate->current_exception ? (PyObject*) Py_TYPE(__pyx_tstate->current_exception) : (PyObject*) NULL)
+#else
+#define __Pyx_PyErr_Occurred() (__pyx_tstate->curexc_type != NULL)
+#define __Pyx_PyErr_CurrentExceptionType() (__pyx_tstate->curexc_type)
+#endif
+#else
+#define __Pyx_PyThreadState_declare
+#define __Pyx_PyThreadState_assign
+#define __Pyx_PyErr_Occurred() (PyErr_Occurred() != NULL)
+#define __Pyx_PyErr_CurrentExceptionType() PyErr_Occurred()
+#endif
+
+/* PyErrFetchRestore.proto */
+#if CYTHON_FAST_THREAD_STATE
+#define __Pyx_PyErr_Clear() __Pyx_ErrRestore(NULL, NULL, NULL)
+#define __Pyx_ErrRestoreWithState(type, value, tb) __Pyx_ErrRestoreInState(PyThreadState_GET(), type, value, tb)
+#define __Pyx_ErrFetchWithState(type, value, tb) __Pyx_ErrFetchInState(PyThreadState_GET(), type, value, tb)
+#define __Pyx_ErrRestore(type, value, tb) __Pyx_ErrRestoreInState(__pyx_tstate, type, value, tb)
+#define __Pyx_ErrFetch(type, value, tb) __Pyx_ErrFetchInState(__pyx_tstate, type, value, tb)
+static CYTHON_INLINE void __Pyx_ErrRestoreInState(PyThreadState *tstate, PyObject *type, PyObject *value, PyObject *tb);
+static CYTHON_INLINE void __Pyx_ErrFetchInState(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb);
+#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX < 0x030C00A6
+#define __Pyx_PyErr_SetNone(exc) (Py_INCREF(exc), __Pyx_ErrRestore((exc), NULL, NULL))
+#else
+#define __Pyx_PyErr_SetNone(exc) PyErr_SetNone(exc)
+#endif
+#else
+#define __Pyx_PyErr_Clear() PyErr_Clear()
+#define __Pyx_PyErr_SetNone(exc) PyErr_SetNone(exc)
+#define __Pyx_ErrRestoreWithState(type, value, tb) PyErr_Restore(type, value, tb)
+#define __Pyx_ErrFetchWithState(type, value, tb) PyErr_Fetch(type, value, tb)
+#define __Pyx_ErrRestoreInState(tstate, type, value, tb) PyErr_Restore(type, value, tb)
+#define __Pyx_ErrFetchInState(tstate, type, value, tb) PyErr_Fetch(type, value, tb)
+#define __Pyx_ErrRestore(type, value, tb) PyErr_Restore(type, value, tb)
+#define __Pyx_ErrFetch(type, value, tb) PyErr_Fetch(type, value, tb)
+#endif
+
+/* PyObjectGetAttrStr.proto */
+#if CYTHON_USE_TYPE_SLOTS
+static CYTHON_INLINE PyObject* __Pyx_PyObject_GetAttrStr(PyObject* obj, PyObject* attr_name);
+#else
+#define __Pyx_PyObject_GetAttrStr(o,n) PyObject_GetAttr(o,n)
+#endif
+
+/* PyObjectGetAttrStrNoError.proto */
+static CYTHON_INLINE PyObject* __Pyx_PyObject_GetAttrStrNoError(PyObject* obj, PyObject* attr_name);
+
+/* GetBuiltinName.proto */
+static PyObject *__Pyx_GetBuiltinName(PyObject *name);
+
+/* GetTopmostException.proto */
+#if CYTHON_USE_EXC_INFO_STACK && CYTHON_FAST_THREAD_STATE
+static _PyErr_StackItem * __Pyx_PyErr_GetTopmostException(PyThreadState *tstate);
+#endif
+
+/* SaveResetException.proto */
+#if CYTHON_FAST_THREAD_STATE
+#define __Pyx_ExceptionSave(type, value, tb) __Pyx__ExceptionSave(__pyx_tstate, type, value, tb)
+static CYTHON_INLINE void __Pyx__ExceptionSave(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb);
+#define __Pyx_ExceptionReset(type, value, tb) __Pyx__ExceptionReset(__pyx_tstate, type, value, tb)
+static CYTHON_INLINE void __Pyx__ExceptionReset(PyThreadState *tstate, PyObject *type, PyObject *value, PyObject *tb);
+#else
+#define __Pyx_ExceptionSave(type, value, tb) PyErr_GetExcInfo(type, value, tb)
+#define __Pyx_ExceptionReset(type, value, tb) PyErr_SetExcInfo(type, value, tb)
+#endif
+
+/* GetException.proto */
+#if CYTHON_FAST_THREAD_STATE
+#define __Pyx_GetException(type, value, tb) __Pyx__GetException(__pyx_tstate, type, value, tb)
+static int __Pyx__GetException(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb);
+#else
+static int __Pyx_GetException(PyObject **type, PyObject **value, PyObject **tb);
+#endif
+
+/* PyObjectCall.proto */
+#if CYTHON_COMPILING_IN_CPYTHON
+static CYTHON_INLINE PyObject* __Pyx_PyObject_Call(PyObject *func, PyObject *arg, PyObject *kw);
+#else
+#define __Pyx_PyObject_Call(func, arg, kw) PyObject_Call(func, arg, kw)
+#endif
+
+/* RaiseException.proto */
+static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject *cause);
+
+/* PyDictVersioning.proto */
+#if CYTHON_USE_DICT_VERSIONS && CYTHON_USE_TYPE_SLOTS
+#define __PYX_DICT_VERSION_INIT ((PY_UINT64_T) -1)
+#define __PYX_GET_DICT_VERSION(dict) (((PyDictObject*)(dict))->ma_version_tag)
+#define __PYX_UPDATE_DICT_CACHE(dict, value, cache_var, version_var)\
+ (version_var) = __PYX_GET_DICT_VERSION(dict);\
+ (cache_var) = (value);
+#define __PYX_PY_DICT_LOOKUP_IF_MODIFIED(VAR, DICT, LOOKUP) {\
+ static PY_UINT64_T __pyx_dict_version = 0;\
+ static PyObject *__pyx_dict_cached_value = NULL;\
+ if (likely(__PYX_GET_DICT_VERSION(DICT) == __pyx_dict_version)) {\
+ (VAR) = __pyx_dict_cached_value;\
+ } else {\
+ (VAR) = __pyx_dict_cached_value = (LOOKUP);\
+ __pyx_dict_version = __PYX_GET_DICT_VERSION(DICT);\
+ }\
+}
+static CYTHON_INLINE PY_UINT64_T __Pyx_get_tp_dict_version(PyObject *obj);
+static CYTHON_INLINE PY_UINT64_T __Pyx_get_object_dict_version(PyObject *obj);
+static CYTHON_INLINE int __Pyx_object_dict_version_matches(PyObject* obj, PY_UINT64_T tp_dict_version, PY_UINT64_T obj_dict_version);
+#else
+#define __PYX_GET_DICT_VERSION(dict) (0)
+#define __PYX_UPDATE_DICT_CACHE(dict, value, cache_var, version_var)
+#define __PYX_PY_DICT_LOOKUP_IF_MODIFIED(VAR, DICT, LOOKUP) (VAR) = (LOOKUP);
+#endif
+
+/* GetModuleGlobalName.proto */
+#if CYTHON_USE_DICT_VERSIONS
+#define __Pyx_GetModuleGlobalName(var, name) do {\
+ static PY_UINT64_T __pyx_dict_version = 0;\
+ static PyObject *__pyx_dict_cached_value = NULL;\
+ (var) = (likely(__pyx_dict_version == __PYX_GET_DICT_VERSION(__pyx_d))) ?\
+ (likely(__pyx_dict_cached_value) ? __Pyx_NewRef(__pyx_dict_cached_value) : __Pyx_GetBuiltinName(name)) :\
+ __Pyx__GetModuleGlobalName(name, &__pyx_dict_version, &__pyx_dict_cached_value);\
+} while(0)
+#define __Pyx_GetModuleGlobalNameUncached(var, name) do {\
+ PY_UINT64_T __pyx_dict_version;\
+ PyObject *__pyx_dict_cached_value;\
+ (var) = __Pyx__GetModuleGlobalName(name, &__pyx_dict_version, &__pyx_dict_cached_value);\
+} while(0)
+static PyObject *__Pyx__GetModuleGlobalName(PyObject *name, PY_UINT64_T *dict_version, PyObject **dict_cached_value);
+#else
+#define __Pyx_GetModuleGlobalName(var, name) (var) = __Pyx__GetModuleGlobalName(name)
+#define __Pyx_GetModuleGlobalNameUncached(var, name) (var) = __Pyx__GetModuleGlobalName(name)
+static CYTHON_INLINE PyObject *__Pyx__GetModuleGlobalName(PyObject *name);
+#endif
+
+/* PyFunctionFastCall.proto */
+#if CYTHON_FAST_PYCALL
+#if !CYTHON_VECTORCALL
+#define __Pyx_PyFunction_FastCall(func, args, nargs)\
+ __Pyx_PyFunction_FastCallDict((func), (args), (nargs), NULL)
+static PyObject *__Pyx_PyFunction_FastCallDict(PyObject *func, PyObject **args, Py_ssize_t nargs, PyObject *kwargs);
+#endif
+#define __Pyx_BUILD_ASSERT_EXPR(cond)\
+ (sizeof(char [1 - 2*!(cond)]) - 1)
+#ifndef Py_MEMBER_SIZE
+#define Py_MEMBER_SIZE(type, member) sizeof(((type *)0)->member)
+#endif
+#if !CYTHON_VECTORCALL
+#if PY_VERSION_HEX >= 0x03080000
+ #include "frameobject.h"
+#if PY_VERSION_HEX >= 0x030b00a6 && !CYTHON_COMPILING_IN_LIMITED_API && !defined(PYPY_VERSION)
+ #ifndef Py_BUILD_CORE
+ #define Py_BUILD_CORE 1
+ #endif
+ #include "internal/pycore_frame.h"
+#endif
+ #define __Pxy_PyFrame_Initialize_Offsets()
+ #define __Pyx_PyFrame_GetLocalsplus(frame) ((frame)->f_localsplus)
+#else
+ static size_t __pyx_pyframe_localsplus_offset = 0;
+ #include "frameobject.h"
+ #define __Pxy_PyFrame_Initialize_Offsets()\
+ ((void)__Pyx_BUILD_ASSERT_EXPR(sizeof(PyFrameObject) == offsetof(PyFrameObject, f_localsplus) + Py_MEMBER_SIZE(PyFrameObject, f_localsplus)),\
+ (void)(__pyx_pyframe_localsplus_offset = ((size_t)PyFrame_Type.tp_basicsize) - Py_MEMBER_SIZE(PyFrameObject, f_localsplus)))
+ #define __Pyx_PyFrame_GetLocalsplus(frame)\
+ (assert(__pyx_pyframe_localsplus_offset), (PyObject **)(((char *)(frame)) + __pyx_pyframe_localsplus_offset))
+#endif
+#endif
+#endif
+
+/* PyObjectCallMethO.proto */
+#if CYTHON_COMPILING_IN_CPYTHON
+static CYTHON_INLINE PyObject* __Pyx_PyObject_CallMethO(PyObject *func, PyObject *arg);
+#endif
+
+/* PyObjectFastCall.proto */
+#define __Pyx_PyObject_FastCall(func, args, nargs) __Pyx_PyObject_FastCallDict(func, args, (size_t)(nargs), NULL)
+static CYTHON_INLINE PyObject* __Pyx_PyObject_FastCallDict(PyObject *func, PyObject **args, size_t nargs, PyObject *kwargs);
+
+/* TupleAndListFromArray.proto */
+#if CYTHON_COMPILING_IN_CPYTHON
+static CYTHON_INLINE PyObject* __Pyx_PyList_FromArray(PyObject *const *src, Py_ssize_t n);
+static CYTHON_INLINE PyObject* __Pyx_PyTuple_FromArray(PyObject *const *src, Py_ssize_t n);
+#endif
+
+/* IncludeStringH.proto */
+#include
+
+/* BytesEquals.proto */
+static CYTHON_INLINE int __Pyx_PyBytes_Equals(PyObject* s1, PyObject* s2, int equals);
+
+/* UnicodeEquals.proto */
+static CYTHON_INLINE int __Pyx_PyUnicode_Equals(PyObject* s1, PyObject* s2, int equals);
+
+/* fastcall.proto */
+#if CYTHON_AVOID_BORROWED_REFS
+ #define __Pyx_Arg_VARARGS(args, i) PySequence_GetItem(args, i)
+#elif CYTHON_ASSUME_SAFE_MACROS
+ #define __Pyx_Arg_VARARGS(args, i) PyTuple_GET_ITEM(args, i)
+#else
+ #define __Pyx_Arg_VARARGS(args, i) PyTuple_GetItem(args, i)
+#endif
+#if CYTHON_AVOID_BORROWED_REFS
+ #define __Pyx_Arg_NewRef_VARARGS(arg) __Pyx_NewRef(arg)
+ #define __Pyx_Arg_XDECREF_VARARGS(arg) Py_XDECREF(arg)
+#else
+ #define __Pyx_Arg_NewRef_VARARGS(arg) arg
+ #define __Pyx_Arg_XDECREF_VARARGS(arg)
+#endif
+#define __Pyx_NumKwargs_VARARGS(kwds) PyDict_Size(kwds)
+#define __Pyx_KwValues_VARARGS(args, nargs) NULL
+#define __Pyx_GetKwValue_VARARGS(kw, kwvalues, s) __Pyx_PyDict_GetItemStrWithError(kw, s)
+#define __Pyx_KwargsAsDict_VARARGS(kw, kwvalues) PyDict_Copy(kw)
+#if CYTHON_METH_FASTCALL
+ #define __Pyx_Arg_FASTCALL(args, i) args[i]
+ #define __Pyx_NumKwargs_FASTCALL(kwds) PyTuple_GET_SIZE(kwds)
+ #define __Pyx_KwValues_FASTCALL(args, nargs) ((args) + (nargs))
+ static CYTHON_INLINE PyObject * __Pyx_GetKwValue_FASTCALL(PyObject *kwnames, PyObject *const *kwvalues, PyObject *s);
+#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030d0000
+ CYTHON_UNUSED static PyObject *__Pyx_KwargsAsDict_FASTCALL(PyObject *kwnames, PyObject *const *kwvalues);
+ #else
+ #define __Pyx_KwargsAsDict_FASTCALL(kw, kwvalues) _PyStack_AsDict(kwvalues, kw)
+ #endif
+ #define __Pyx_Arg_NewRef_FASTCALL(arg) arg /* no-op, __Pyx_Arg_FASTCALL is direct and this needs
+ to have the same reference counting */
+ #define __Pyx_Arg_XDECREF_FASTCALL(arg)
+#else
+ #define __Pyx_Arg_FASTCALL __Pyx_Arg_VARARGS
+ #define __Pyx_NumKwargs_FASTCALL __Pyx_NumKwargs_VARARGS
+ #define __Pyx_KwValues_FASTCALL __Pyx_KwValues_VARARGS
+ #define __Pyx_GetKwValue_FASTCALL __Pyx_GetKwValue_VARARGS
+ #define __Pyx_KwargsAsDict_FASTCALL __Pyx_KwargsAsDict_VARARGS
+ #define __Pyx_Arg_NewRef_FASTCALL(arg) __Pyx_Arg_NewRef_VARARGS(arg)
+ #define __Pyx_Arg_XDECREF_FASTCALL(arg) __Pyx_Arg_XDECREF_VARARGS(arg)
+#endif
+#if CYTHON_COMPILING_IN_CPYTHON && CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
+#define __Pyx_ArgsSlice_VARARGS(args, start, stop) __Pyx_PyTuple_FromArray(&__Pyx_Arg_VARARGS(args, start), stop - start)
+#define __Pyx_ArgsSlice_FASTCALL(args, start, stop) __Pyx_PyTuple_FromArray(&__Pyx_Arg_FASTCALL(args, start), stop - start)
+#else
+#define __Pyx_ArgsSlice_VARARGS(args, start, stop) PyTuple_GetSlice(args, start, stop)
+#define __Pyx_ArgsSlice_FASTCALL(args, start, stop) PyTuple_GetSlice(args, start, stop)
+#endif
+
+/* RaiseArgTupleInvalid.proto */
+static void __Pyx_RaiseArgtupleInvalid(const char* func_name, int exact,
+ Py_ssize_t num_min, Py_ssize_t num_max, Py_ssize_t num_found);
+
+/* KeywordStringCheck.proto */
+static int __Pyx_CheckKeywordStrings(PyObject *kw, const char* function_name, int kw_allowed);
+
+/* RaiseDoubleKeywords.proto */
+static void __Pyx_RaiseDoubleKeywordsError(const char* func_name, PyObject* kw_name);
+
+/* ParseKeywords.proto */
+static int __Pyx_ParseOptionalKeywords(PyObject *kwds, PyObject *const *kwvalues,
+ PyObject **argnames[],
+ PyObject *kwds2, PyObject *values[], Py_ssize_t num_pos_args,
+ const char* function_name);
+
+/* ArgTypeTest.proto */
+#define __Pyx_ArgTypeTest(obj, type, none_allowed, name, exact)\
+ ((likely(__Pyx_IS_TYPE(obj, type) | (none_allowed && (obj == Py_None)))) ? 1 :\
+ __Pyx__ArgTypeTest(obj, type, name, exact))
+static int __Pyx__ArgTypeTest(PyObject *obj, PyTypeObject *type, const char *name, int exact);
+
+/* PyObjectCallOneArg.proto */
+static CYTHON_INLINE PyObject* __Pyx_PyObject_CallOneArg(PyObject *func, PyObject *arg);
+
+/* ListAppend.proto */
+#if CYTHON_USE_PYLIST_INTERNALS && CYTHON_ASSUME_SAFE_MACROS
+static CYTHON_INLINE int __Pyx_PyList_Append(PyObject* list, PyObject* x) {
+ PyListObject* L = (PyListObject*) list;
+ Py_ssize_t len = Py_SIZE(list);
+ if (likely(L->allocated > len) & likely(len > (L->allocated >> 1))) {
+ Py_INCREF(x);
+ #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030d0000
+ L->ob_item[len] = x;
+ #else
+ PyList_SET_ITEM(list, len, x);
+ #endif
+ __Pyx_SET_SIZE(list, len + 1);
+ return 0;
+ }
+ return PyList_Append(list, x);
+}
+#else
+#define __Pyx_PyList_Append(L,x) PyList_Append(L,x)
+#endif
+
+/* ExtTypeTest.proto */
+static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type);
+
+/* GetItemInt.proto */
+#define __Pyx_GetItemInt(o, i, type, is_signed, to_py_func, is_list, wraparound, boundscheck)\
+ (__Pyx_fits_Py_ssize_t(i, type, is_signed) ?\
+ __Pyx_GetItemInt_Fast(o, (Py_ssize_t)i, is_list, wraparound, boundscheck) :\
+ (is_list ? (PyErr_SetString(PyExc_IndexError, "list index out of range"), (PyObject*)NULL) :\
+ __Pyx_GetItemInt_Generic(o, to_py_func(i))))
+#define __Pyx_GetItemInt_List(o, i, type, is_signed, to_py_func, is_list, wraparound, boundscheck)\
+ (__Pyx_fits_Py_ssize_t(i, type, is_signed) ?\
+ __Pyx_GetItemInt_List_Fast(o, (Py_ssize_t)i, wraparound, boundscheck) :\
+ (PyErr_SetString(PyExc_IndexError, "list index out of range"), (PyObject*)NULL))
+static CYTHON_INLINE PyObject *__Pyx_GetItemInt_List_Fast(PyObject *o, Py_ssize_t i,
+ int wraparound, int boundscheck);
+#define __Pyx_GetItemInt_Tuple(o, i, type, is_signed, to_py_func, is_list, wraparound, boundscheck)\
+ (__Pyx_fits_Py_ssize_t(i, type, is_signed) ?\
+ __Pyx_GetItemInt_Tuple_Fast(o, (Py_ssize_t)i, wraparound, boundscheck) :\
+ (PyErr_SetString(PyExc_IndexError, "tuple index out of range"), (PyObject*)NULL))
+static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Tuple_Fast(PyObject *o, Py_ssize_t i,
+ int wraparound, int boundscheck);
+static PyObject *__Pyx_GetItemInt_Generic(PyObject *o, PyObject* j);
+static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Fast(PyObject *o, Py_ssize_t i,
+ int is_list, int wraparound, int boundscheck);
+
+/* ObjectGetItem.proto */
+#if CYTHON_USE_TYPE_SLOTS
+static CYTHON_INLINE PyObject *__Pyx_PyObject_GetItem(PyObject *obj, PyObject *key);
+#else
+#define __Pyx_PyObject_GetItem(obj, key) PyObject_GetItem(obj, key)
+#endif
+
+/* TypeImport.proto */
+#ifndef __PYX_HAVE_RT_ImportType_proto_3_0_12
+#define __PYX_HAVE_RT_ImportType_proto_3_0_12
+#if defined (__STDC_VERSION__) && __STDC_VERSION__ >= 201112L
+#include
+#endif
+#if (defined (__STDC_VERSION__) && __STDC_VERSION__ >= 201112L) || __cplusplus >= 201103L
+#define __PYX_GET_STRUCT_ALIGNMENT_3_0_12(s) alignof(s)
+#else
+#define __PYX_GET_STRUCT_ALIGNMENT_3_0_12(s) sizeof(void*)
+#endif
+enum __Pyx_ImportType_CheckSize_3_0_12 {
+ __Pyx_ImportType_CheckSize_Error_3_0_12 = 0,
+ __Pyx_ImportType_CheckSize_Warn_3_0_12 = 1,
+ __Pyx_ImportType_CheckSize_Ignore_3_0_12 = 2
+};
+static PyTypeObject *__Pyx_ImportType_3_0_12(PyObject* module, const char *module_name, const char *class_name, size_t size, size_t alignment, enum __Pyx_ImportType_CheckSize_3_0_12 check_size);
+#endif
+
+/* IncludeStructmemberH.proto */
+#include
+
+/* FixUpExtensionType.proto */
+#if CYTHON_USE_TYPE_SPECS
+static int __Pyx_fix_up_extension_type_from_spec(PyType_Spec *spec, PyTypeObject *type);
+#endif
+
+/* PyObjectCallNoArg.proto */
+static CYTHON_INLINE PyObject* __Pyx_PyObject_CallNoArg(PyObject *func);
+
+/* PyObjectGetMethod.proto */
+static int __Pyx_PyObject_GetMethod(PyObject *obj, PyObject *name, PyObject **method);
+
+/* PyObjectCallMethod0.proto */
+static PyObject* __Pyx_PyObject_CallMethod0(PyObject* obj, PyObject* method_name);
+
+/* ValidateBasesTuple.proto */
+#if CYTHON_COMPILING_IN_CPYTHON || CYTHON_COMPILING_IN_LIMITED_API || CYTHON_USE_TYPE_SPECS
+static int __Pyx_validate_bases_tuple(const char *type_name, Py_ssize_t dictoffset, PyObject *bases);
+#endif
+
+/* PyType_Ready.proto */
+CYTHON_UNUSED static int __Pyx_PyType_Ready(PyTypeObject *t);
+
+/* PyObject_GenericGetAttrNoDict.proto */
+#if CYTHON_USE_TYPE_SLOTS && CYTHON_USE_PYTYPE_LOOKUP && PY_VERSION_HEX < 0x03070000
+static CYTHON_INLINE PyObject* __Pyx_PyObject_GenericGetAttrNoDict(PyObject* obj, PyObject* attr_name);
+#else
+#define __Pyx_PyObject_GenericGetAttrNoDict PyObject_GenericGetAttr
+#endif
+
+/* PyObject_GenericGetAttr.proto */
+#if CYTHON_USE_TYPE_SLOTS && CYTHON_USE_PYTYPE_LOOKUP && PY_VERSION_HEX < 0x03070000
+static PyObject* __Pyx_PyObject_GenericGetAttr(PyObject* obj, PyObject* attr_name);
+#else
+#define __Pyx_PyObject_GenericGetAttr PyObject_GenericGetAttr
+#endif
+
+/* Import.proto */
+static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list, int level);
+
+/* ImportDottedModule.proto */
+static PyObject *__Pyx_ImportDottedModule(PyObject *name, PyObject *parts_tuple);
+#if PY_MAJOR_VERSION >= 3
+static PyObject *__Pyx_ImportDottedModule_WalkParts(PyObject *module, PyObject *name, PyObject *parts_tuple);
+#endif
+
+/* FetchSharedCythonModule.proto */
+static PyObject *__Pyx_FetchSharedCythonABIModule(void);
+
+/* FetchCommonType.proto */
+#if !CYTHON_USE_TYPE_SPECS
+static PyTypeObject* __Pyx_FetchCommonType(PyTypeObject* type);
+#else
+static PyTypeObject* __Pyx_FetchCommonTypeFromSpec(PyObject *module, PyType_Spec *spec, PyObject *bases);
+#endif
+
+/* PyMethodNew.proto */
+#if CYTHON_COMPILING_IN_LIMITED_API
+static PyObject *__Pyx_PyMethod_New(PyObject *func, PyObject *self, PyObject *typ) {
+ PyObject *typesModule=NULL, *methodType=NULL, *result=NULL;
+ CYTHON_UNUSED_VAR(typ);
+ if (!self)
+ return __Pyx_NewRef(func);
+ typesModule = PyImport_ImportModule("types");
+ if (!typesModule) return NULL;
+ methodType = PyObject_GetAttrString(typesModule, "MethodType");
+ Py_DECREF(typesModule);
+ if (!methodType) return NULL;
+ result = PyObject_CallFunctionObjArgs(methodType, func, self, NULL);
+ Py_DECREF(methodType);
+ return result;
+}
+#elif PY_MAJOR_VERSION >= 3
+static PyObject *__Pyx_PyMethod_New(PyObject *func, PyObject *self, PyObject *typ) {
+ CYTHON_UNUSED_VAR(typ);
+ if (!self)
+ return __Pyx_NewRef(func);
+ return PyMethod_New(func, self);
+}
+#else
+ #define __Pyx_PyMethod_New PyMethod_New
+#endif
+
+/* PyVectorcallFastCallDict.proto */
+#if CYTHON_METH_FASTCALL
+static CYTHON_INLINE PyObject *__Pyx_PyVectorcall_FastCallDict(PyObject *func, __pyx_vectorcallfunc vc, PyObject *const *args, size_t nargs, PyObject *kw);
+#endif
+
+/* CythonFunctionShared.proto */
+#define __Pyx_CyFunction_USED
+#define __Pyx_CYFUNCTION_STATICMETHOD 0x01
+#define __Pyx_CYFUNCTION_CLASSMETHOD 0x02
+#define __Pyx_CYFUNCTION_CCLASS 0x04
+#define __Pyx_CYFUNCTION_COROUTINE 0x08
+#define __Pyx_CyFunction_GetClosure(f)\
+ (((__pyx_CyFunctionObject *) (f))->func_closure)
+#if PY_VERSION_HEX < 0x030900B1 || CYTHON_COMPILING_IN_LIMITED_API
+ #define __Pyx_CyFunction_GetClassObj(f)\
+ (((__pyx_CyFunctionObject *) (f))->func_classobj)
+#else
+ #define __Pyx_CyFunction_GetClassObj(f)\
+ ((PyObject*) ((PyCMethodObject *) (f))->mm_class)
+#endif
+#define __Pyx_CyFunction_SetClassObj(f, classobj)\
+ __Pyx__CyFunction_SetClassObj((__pyx_CyFunctionObject *) (f), (classobj))
+#define __Pyx_CyFunction_Defaults(type, f)\
+ ((type *)(((__pyx_CyFunctionObject *) (f))->defaults))
+#define __Pyx_CyFunction_SetDefaultsGetter(f, g)\
+ ((__pyx_CyFunctionObject *) (f))->defaults_getter = (g)
+typedef struct {
+#if CYTHON_COMPILING_IN_LIMITED_API
+ PyObject_HEAD
+ PyObject *func;
+#elif PY_VERSION_HEX < 0x030900B1
+ PyCFunctionObject func;
+#else
+ PyCMethodObject func;
+#endif
+#if CYTHON_BACKPORT_VECTORCALL
+ __pyx_vectorcallfunc func_vectorcall;
+#endif
+#if PY_VERSION_HEX < 0x030500A0 || CYTHON_COMPILING_IN_LIMITED_API
+ PyObject *func_weakreflist;
+#endif
+ PyObject *func_dict;
+ PyObject *func_name;
+ PyObject *func_qualname;
+ PyObject *func_doc;
+ PyObject *func_globals;
+ PyObject *func_code;
+ PyObject *func_closure;
+#if PY_VERSION_HEX < 0x030900B1 || CYTHON_COMPILING_IN_LIMITED_API
+ PyObject *func_classobj;
+#endif
+ void *defaults;
+ int defaults_pyobjects;
+ size_t defaults_size;
+ int flags;
+ PyObject *defaults_tuple;
+ PyObject *defaults_kwdict;
+ PyObject *(*defaults_getter)(PyObject *);
+ PyObject *func_annotations;
+ PyObject *func_is_coroutine;
+} __pyx_CyFunctionObject;
+#undef __Pyx_CyOrPyCFunction_Check
+#define __Pyx_CyFunction_Check(obj) __Pyx_TypeCheck(obj, __pyx_CyFunctionType)
+#define __Pyx_CyOrPyCFunction_Check(obj) __Pyx_TypeCheck2(obj, __pyx_CyFunctionType, &PyCFunction_Type)
+#define __Pyx_CyFunction_CheckExact(obj) __Pyx_IS_TYPE(obj, __pyx_CyFunctionType)
+static CYTHON_INLINE int __Pyx__IsSameCyOrCFunction(PyObject *func, void *cfunc);
+#undef __Pyx_IsSameCFunction
+#define __Pyx_IsSameCFunction(func, cfunc) __Pyx__IsSameCyOrCFunction(func, cfunc)
+static PyObject *__Pyx_CyFunction_Init(__pyx_CyFunctionObject* op, PyMethodDef *ml,
+ int flags, PyObject* qualname,
+ PyObject *closure,
+ PyObject *module, PyObject *globals,
+ PyObject* code);
+static CYTHON_INLINE void __Pyx__CyFunction_SetClassObj(__pyx_CyFunctionObject* f, PyObject* classobj);
+static CYTHON_INLINE void *__Pyx_CyFunction_InitDefaults(PyObject *m,
+ size_t size,
+ int pyobjects);
+static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsTuple(PyObject *m,
+ PyObject *tuple);
+static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsKwDict(PyObject *m,
+ PyObject *dict);
+static CYTHON_INLINE void __Pyx_CyFunction_SetAnnotationsDict(PyObject *m,
+ PyObject *dict);
+static int __pyx_CyFunction_init(PyObject *module);
+#if CYTHON_METH_FASTCALL
+static PyObject * __Pyx_CyFunction_Vectorcall_NOARGS(PyObject *func, PyObject *const *args, size_t nargsf, PyObject *kwnames);
+static PyObject * __Pyx_CyFunction_Vectorcall_O(PyObject *func, PyObject *const *args, size_t nargsf, PyObject *kwnames);
+static PyObject * __Pyx_CyFunction_Vectorcall_FASTCALL_KEYWORDS(PyObject *func, PyObject *const *args, size_t nargsf, PyObject *kwnames);
+static PyObject * __Pyx_CyFunction_Vectorcall_FASTCALL_KEYWORDS_METHOD(PyObject *func, PyObject *const *args, size_t nargsf, PyObject *kwnames);
+#if CYTHON_BACKPORT_VECTORCALL
+#define __Pyx_CyFunction_func_vectorcall(f) (((__pyx_CyFunctionObject*)f)->func_vectorcall)
+#else
+#define __Pyx_CyFunction_func_vectorcall(f) (((PyCFunctionObject*)f)->vectorcall)
+#endif
+#endif
+
+/* CythonFunction.proto */
+static PyObject *__Pyx_CyFunction_New(PyMethodDef *ml,
+ int flags, PyObject* qualname,
+ PyObject *closure,
+ PyObject *module, PyObject *globals,
+ PyObject* code);
+
+/* CLineInTraceback.proto */
+#ifdef CYTHON_CLINE_IN_TRACEBACK
+#define __Pyx_CLineForTraceback(tstate, c_line) (((CYTHON_CLINE_IN_TRACEBACK)) ? c_line : 0)
+#else
+static int __Pyx_CLineForTraceback(PyThreadState *tstate, int c_line);
+#endif
+
+/* CodeObjectCache.proto */
+#if !CYTHON_COMPILING_IN_LIMITED_API
+typedef struct {
+ PyCodeObject* code_object;
+ int code_line;
+} __Pyx_CodeObjectCacheEntry;
+struct __Pyx_CodeObjectCache {
+ int count;
+ int max_count;
+ __Pyx_CodeObjectCacheEntry* entries;
+};
+static struct __Pyx_CodeObjectCache __pyx_code_cache = {0,0,NULL};
+static int __pyx_bisect_code_objects(__Pyx_CodeObjectCacheEntry* entries, int count, int code_line);
+static PyCodeObject *__pyx_find_code_object(int code_line);
+static void __pyx_insert_code_object(int code_line, PyCodeObject* code_object);
+#endif
+
+/* AddTraceback.proto */
+static void __Pyx_AddTraceback(const char *funcname, int c_line,
+ int py_line, const char *filename);
+
+/* GCCDiagnostics.proto */
+#if !defined(__INTEL_COMPILER) && defined(__GNUC__) && (__GNUC__ > 4 || (__GNUC__ == 4 && __GNUC_MINOR__ >= 6))
+#define __Pyx_HAS_GCC_DIAGNOSTIC
+#endif
+
+/* RealImag.proto */
+#if CYTHON_CCOMPLEX
+ #ifdef __cplusplus
+ #define __Pyx_CREAL(z) ((z).real())
+ #define __Pyx_CIMAG(z) ((z).imag())
+ #else
+ #define __Pyx_CREAL(z) (__real__(z))
+ #define __Pyx_CIMAG(z) (__imag__(z))
+ #endif
+#else
+ #define __Pyx_CREAL(z) ((z).real)
+ #define __Pyx_CIMAG(z) ((z).imag)
+#endif
+#if defined(__cplusplus) && CYTHON_CCOMPLEX\
+ && (defined(_WIN32) || defined(__clang__) || (defined(__GNUC__) && (__GNUC__ >= 5 || __GNUC__ == 4 && __GNUC_MINOR__ >= 4 )) || __cplusplus >= 201103)
+ #define __Pyx_SET_CREAL(z,x) ((z).real(x))
+ #define __Pyx_SET_CIMAG(z,y) ((z).imag(y))
+#else
+ #define __Pyx_SET_CREAL(z,x) __Pyx_CREAL(z) = (x)
+ #define __Pyx_SET_CIMAG(z,y) __Pyx_CIMAG(z) = (y)
+#endif
+
+/* Arithmetic.proto */
+#if CYTHON_CCOMPLEX && (1) && (!0 || __cplusplus)
+ #define __Pyx_c_eq_float(a, b) ((a)==(b))
+ #define __Pyx_c_sum_float(a, b) ((a)+(b))
+ #define __Pyx_c_diff_float(a, b) ((a)-(b))
+ #define __Pyx_c_prod_float(a, b) ((a)*(b))
+ #define __Pyx_c_quot_float(a, b) ((a)/(b))
+ #define __Pyx_c_neg_float(a) (-(a))
+ #ifdef __cplusplus
+ #define __Pyx_c_is_zero_float(z) ((z)==(float)0)
+ #define __Pyx_c_conj_float(z) (::std::conj(z))
+ #if 1
+ #define __Pyx_c_abs_float(z) (::std::abs(z))
+ #define __Pyx_c_pow_float(a, b) (::std::pow(a, b))
+ #endif
+ #else
+ #define __Pyx_c_is_zero_float(z) ((z)==0)
+ #define __Pyx_c_conj_float(z) (conjf(z))
+ #if 1
+ #define __Pyx_c_abs_float(z) (cabsf(z))
+ #define __Pyx_c_pow_float(a, b) (cpowf(a, b))
+ #endif
+ #endif
+#else
+ static CYTHON_INLINE int __Pyx_c_eq_float(__pyx_t_float_complex, __pyx_t_float_complex);
+ static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_sum_float(__pyx_t_float_complex, __pyx_t_float_complex);
+ static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_diff_float(__pyx_t_float_complex, __pyx_t_float_complex);
+ static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_prod_float(__pyx_t_float_complex, __pyx_t_float_complex);
+ static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_quot_float(__pyx_t_float_complex, __pyx_t_float_complex);
+ static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_neg_float(__pyx_t_float_complex);
+ static CYTHON_INLINE int __Pyx_c_is_zero_float(__pyx_t_float_complex);
+ static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_conj_float(__pyx_t_float_complex);
+ #if 1
+ static CYTHON_INLINE float __Pyx_c_abs_float(__pyx_t_float_complex);
+ static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_pow_float(__pyx_t_float_complex, __pyx_t_float_complex);
+ #endif
+#endif
+
+/* Arithmetic.proto */
+#if CYTHON_CCOMPLEX && (1) && (!0 || __cplusplus)
+ #define __Pyx_c_eq_double(a, b) ((a)==(b))
+ #define __Pyx_c_sum_double(a, b) ((a)+(b))
+ #define __Pyx_c_diff_double(a, b) ((a)-(b))
+ #define __Pyx_c_prod_double(a, b) ((a)*(b))
+ #define __Pyx_c_quot_double(a, b) ((a)/(b))
+ #define __Pyx_c_neg_double(a) (-(a))
+ #ifdef __cplusplus
+ #define __Pyx_c_is_zero_double(z) ((z)==(double)0)
+ #define __Pyx_c_conj_double(z) (::std::conj(z))
+ #if 1
+ #define __Pyx_c_abs_double(z) (::std::abs(z))
+ #define __Pyx_c_pow_double(a, b) (::std::pow(a, b))
+ #endif
+ #else
+ #define __Pyx_c_is_zero_double(z) ((z)==0)
+ #define __Pyx_c_conj_double(z) (conj(z))
+ #if 1
+ #define __Pyx_c_abs_double(z) (cabs(z))
+ #define __Pyx_c_pow_double(a, b) (cpow(a, b))
+ #endif
+ #endif
+#else
+ static CYTHON_INLINE int __Pyx_c_eq_double(__pyx_t_double_complex, __pyx_t_double_complex);
+ static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_sum_double(__pyx_t_double_complex, __pyx_t_double_complex);
+ static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_diff_double(__pyx_t_double_complex, __pyx_t_double_complex);
+ static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_prod_double(__pyx_t_double_complex, __pyx_t_double_complex);
+ static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_quot_double(__pyx_t_double_complex, __pyx_t_double_complex);
+ static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_neg_double(__pyx_t_double_complex);
+ static CYTHON_INLINE int __Pyx_c_is_zero_double(__pyx_t_double_complex);
+ static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_conj_double(__pyx_t_double_complex);
+ #if 1
+ static CYTHON_INLINE double __Pyx_c_abs_double(__pyx_t_double_complex);
+ static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_pow_double(__pyx_t_double_complex, __pyx_t_double_complex);
+ #endif
+#endif
+
+/* Arithmetic.proto */
+#if CYTHON_CCOMPLEX && (1) && (!0 || __cplusplus)
+ #define __Pyx_c_eq_long__double(a, b) ((a)==(b))
+ #define __Pyx_c_sum_long__double(a, b) ((a)+(b))
+ #define __Pyx_c_diff_long__double(a, b) ((a)-(b))
+ #define __Pyx_c_prod_long__double(a, b) ((a)*(b))
+ #define __Pyx_c_quot_long__double(a, b) ((a)/(b))
+ #define __Pyx_c_neg_long__double(a) (-(a))
+ #ifdef __cplusplus
+ #define __Pyx_c_is_zero_long__double(z) ((z)==(long double)0)
+ #define __Pyx_c_conj_long__double(z) (::std::conj(z))
+ #if 1
+ #define __Pyx_c_abs_long__double(z) (::std::abs(z))
+ #define __Pyx_c_pow_long__double(a, b) (::std::pow(a, b))
+ #endif
+ #else
+ #define __Pyx_c_is_zero_long__double(z) ((z)==0)
+ #define __Pyx_c_conj_long__double(z) (conjl(z))
+ #if 1
+ #define __Pyx_c_abs_long__double(z) (cabsl(z))
+ #define __Pyx_c_pow_long__double(a, b) (cpowl(a, b))
+ #endif
+ #endif
+#else
+ static CYTHON_INLINE int __Pyx_c_eq_long__double(__pyx_t_long_double_complex, __pyx_t_long_double_complex);
+ static CYTHON_INLINE __pyx_t_long_double_complex __Pyx_c_sum_long__double(__pyx_t_long_double_complex, __pyx_t_long_double_complex);
+ static CYTHON_INLINE __pyx_t_long_double_complex __Pyx_c_diff_long__double(__pyx_t_long_double_complex, __pyx_t_long_double_complex);
+ static CYTHON_INLINE __pyx_t_long_double_complex __Pyx_c_prod_long__double(__pyx_t_long_double_complex, __pyx_t_long_double_complex);
+ static CYTHON_INLINE __pyx_t_long_double_complex __Pyx_c_quot_long__double(__pyx_t_long_double_complex, __pyx_t_long_double_complex);
+ static CYTHON_INLINE __pyx_t_long_double_complex __Pyx_c_neg_long__double(__pyx_t_long_double_complex);
+ static CYTHON_INLINE int __Pyx_c_is_zero_long__double(__pyx_t_long_double_complex);
+ static CYTHON_INLINE __pyx_t_long_double_complex __Pyx_c_conj_long__double(__pyx_t_long_double_complex);
+ #if 1
+ static CYTHON_INLINE long double __Pyx_c_abs_long__double(__pyx_t_long_double_complex);
+ static CYTHON_INLINE __pyx_t_long_double_complex __Pyx_c_pow_long__double(__pyx_t_long_double_complex, __pyx_t_long_double_complex);
+ #endif
+#endif
+
+/* CIntToPy.proto */
+static CYTHON_INLINE PyObject* __Pyx_PyInt_From___pyx_anon_enum(int value);
+
+/* CIntToPy.proto */
+static CYTHON_INLINE PyObject* __Pyx_PyInt_From_int(int value);
+
+/* CIntFromPy.proto */
+static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *);
+
+/* CIntToPy.proto */
+static CYTHON_INLINE PyObject* __Pyx_PyInt_From_long(long value);
+
+/* CIntFromPy.proto */
+static CYTHON_INLINE unsigned int __Pyx_PyInt_As_unsigned_int(PyObject *);
+
+/* CIntToPy.proto */
+static CYTHON_INLINE PyObject* __Pyx_PyInt_From_unsigned_int(unsigned int value);
+
+/* FormatTypeName.proto */
+#if CYTHON_COMPILING_IN_LIMITED_API
+typedef PyObject *__Pyx_TypeName;
+#define __Pyx_FMT_TYPENAME "%U"
+static __Pyx_TypeName __Pyx_PyType_GetName(PyTypeObject* tp);
+#define __Pyx_DECREF_TypeName(obj) Py_XDECREF(obj)
+#else
+typedef const char *__Pyx_TypeName;
+#define __Pyx_FMT_TYPENAME "%.200s"
+#define __Pyx_PyType_GetName(tp) ((tp)->tp_name)
+#define __Pyx_DECREF_TypeName(obj)
+#endif
+
+/* CIntFromPy.proto */
+static CYTHON_INLINE long __Pyx_PyInt_As_long(PyObject *);
+
+/* FastTypeChecks.proto */
+#if CYTHON_COMPILING_IN_CPYTHON
+#define __Pyx_TypeCheck(obj, type) __Pyx_IsSubtype(Py_TYPE(obj), (PyTypeObject *)type)
+#define __Pyx_TypeCheck2(obj, type1, type2) __Pyx_IsAnySubtype2(Py_TYPE(obj), (PyTypeObject *)type1, (PyTypeObject *)type2)
+static CYTHON_INLINE int __Pyx_IsSubtype(PyTypeObject *a, PyTypeObject *b);
+static CYTHON_INLINE int __Pyx_IsAnySubtype2(PyTypeObject *cls, PyTypeObject *a, PyTypeObject *b);
+static CYTHON_INLINE int __Pyx_PyErr_GivenExceptionMatches(PyObject *err, PyObject *type);
+static CYTHON_INLINE int __Pyx_PyErr_GivenExceptionMatches2(PyObject *err, PyObject *type1, PyObject *type2);
+#else
+#define __Pyx_TypeCheck(obj, type) PyObject_TypeCheck(obj, (PyTypeObject *)type)
+#define __Pyx_TypeCheck2(obj, type1, type2) (PyObject_TypeCheck(obj, (PyTypeObject *)type1) || PyObject_TypeCheck(obj, (PyTypeObject *)type2))
+#define __Pyx_PyErr_GivenExceptionMatches(err, type) PyErr_GivenExceptionMatches(err, type)
+#define __Pyx_PyErr_GivenExceptionMatches2(err, type1, type2) (PyErr_GivenExceptionMatches(err, type1) || PyErr_GivenExceptionMatches(err, type2))
+#endif
+#define __Pyx_PyErr_ExceptionMatches2(err1, err2) __Pyx_PyErr_GivenExceptionMatches2(__Pyx_PyErr_CurrentExceptionType(), err1, err2)
+#define __Pyx_PyException_Check(obj) __Pyx_TypeCheck(obj, PyExc_Exception)
+
+/* CheckBinaryVersion.proto */
+static unsigned long __Pyx_get_runtime_version(void);
+static int __Pyx_check_binary_version(unsigned long ct_version, unsigned long rt_version, int allow_newer);
+
+/* InitStrings.proto */
+static int __Pyx_InitStrings(__Pyx_StringTabEntry *t);
+
+/* #### Code section: module_declarations ### */
+static CYTHON_INLINE npy_intp __pyx_f_5numpy_5dtype_8itemsize_itemsize(PyArray_Descr *__pyx_v_self); /* proto*/
+static CYTHON_INLINE npy_intp __pyx_f_5numpy_5dtype_9alignment_alignment(PyArray_Descr *__pyx_v_self); /* proto*/
+static CYTHON_INLINE PyObject *__pyx_f_5numpy_5dtype_6fields_fields(PyArray_Descr *__pyx_v_self); /* proto*/
+static CYTHON_INLINE PyObject *__pyx_f_5numpy_5dtype_5names_names(PyArray_Descr *__pyx_v_self); /* proto*/
+static CYTHON_INLINE PyArray_ArrayDescr *__pyx_f_5numpy_5dtype_8subarray_subarray(PyArray_Descr *__pyx_v_self); /* proto*/
+static CYTHON_INLINE npy_uint64 __pyx_f_5numpy_5dtype_5flags_flags(PyArray_Descr *__pyx_v_self); /* proto*/
+static CYTHON_INLINE int __pyx_f_5numpy_9broadcast_7numiter_numiter(PyArrayMultiIterObject *__pyx_v_self); /* proto*/
+static CYTHON_INLINE npy_intp __pyx_f_5numpy_9broadcast_4size_size(PyArrayMultiIterObject *__pyx_v_self); /* proto*/
+static CYTHON_INLINE npy_intp __pyx_f_5numpy_9broadcast_5index_index(PyArrayMultiIterObject *__pyx_v_self); /* proto*/
+static CYTHON_INLINE int __pyx_f_5numpy_9broadcast_2nd_nd(PyArrayMultiIterObject *__pyx_v_self); /* proto*/
+static CYTHON_INLINE npy_intp *__pyx_f_5numpy_9broadcast_10dimensions_dimensions(PyArrayMultiIterObject *__pyx_v_self); /* proto*/
+static CYTHON_INLINE void **__pyx_f_5numpy_9broadcast_5iters_iters(PyArrayMultiIterObject *__pyx_v_self); /* proto*/
+static CYTHON_INLINE PyObject *__pyx_f_5numpy_7ndarray_4base_base(PyArrayObject *__pyx_v_self); /* proto*/
+static CYTHON_INLINE PyArray_Descr *__pyx_f_5numpy_7ndarray_5descr_descr(PyArrayObject *__pyx_v_self); /* proto*/
+static CYTHON_INLINE int __pyx_f_5numpy_7ndarray_4ndim_ndim(PyArrayObject *__pyx_v_self); /* proto*/
+static CYTHON_INLINE npy_intp *__pyx_f_5numpy_7ndarray_5shape_shape(PyArrayObject *__pyx_v_self); /* proto*/
+static CYTHON_INLINE npy_intp *__pyx_f_5numpy_7ndarray_7strides_strides(PyArrayObject *__pyx_v_self); /* proto*/
+static CYTHON_INLINE npy_intp __pyx_f_5numpy_7ndarray_4size_size(PyArrayObject *__pyx_v_self); /* proto*/
+static CYTHON_INLINE char *__pyx_f_5numpy_7ndarray_4data_data(PyArrayObject *__pyx_v_self); /* proto*/
+
+/* Module declarations from "libc.string" */
+
+/* Module declarations from "libc.stdio" */
+
+/* Module declarations from "__builtin__" */
+
+/* Module declarations from "cpython.type" */
+
+/* Module declarations from "cpython" */
+
+/* Module declarations from "cpython.object" */
+
+/* Module declarations from "cpython.ref" */
+
+/* Module declarations from "numpy" */
+
+/* Module declarations from "numpy" */
+static CYTHON_INLINE int __pyx_f_5numpy_import_array(void); /*proto*/
+
+/* Module declarations from "_geoslib" */
+static void __pyx_f_8_geoslib_notice_h(char const *, ...); /*proto*/
+static void __pyx_f_8_geoslib_error_h(char const *, char *); /*proto*/
+static PyObject *__pyx_f_8_geoslib_geos_version(void); /*proto*/
+static PyObject *__pyx_f_8_geoslib__get_coords(GEOSGeometry const *); /*proto*/
+/* #### Code section: typeinfo ### */
+/* #### Code section: before_global_var ### */
+#define __Pyx_MODULE_NAME "_geoslib"
+extern int __pyx_module_is_main__geoslib;
+int __pyx_module_is_main__geoslib = 0;
+
+/* Implementation of "_geoslib" */
+/* #### Code section: global_var ### */
+static PyObject *__pyx_builtin_NotImplementedError;
+static PyObject *__pyx_builtin_range;
+static PyObject *__pyx_builtin_ImportError;
+/* #### Code section: string_decls ### */
+static const char __pyx_k_b[] = "b";
+static const char __pyx_k_i[] = "i";
+static const char __pyx_k_p[] = "p";
+static const char __pyx_k__7[] = "*";
+static const char __pyx_k_g1[] = "g1";
+static const char __pyx_k_g2[] = "g2";
+static const char __pyx_k_g3[] = "g3";
+static const char __pyx_k_gc[] = "gc";
+static const char __pyx_k__27[] = "?";
+static const char __pyx_k_fix[] = "fix";
+static const char __pyx_k_sys[] = "sys";
+static const char __pyx_k_tol[] = "tol";
+static const char __pyx_k_area[] = "area";
+static const char __pyx_k_copy[] = "copy";
+static const char __pyx_k_geom[] = "geom";
+static const char __pyx_k_gout[] = "gout";
+static const char __pyx_k_main[] = "__main__";
+static const char __pyx_k_name[] = "__name__";
+static const char __pyx_k_pout[] = "pout";
+static const char __pyx_k_self[] = "self";
+static const char __pyx_k_spec[] = "__spec__";
+static const char __pyx_k_test[] = "__test__";
+static const char __pyx_k_type[] = "type";
+static const char __pyx_k_Point[] = "Point";
+static const char __pyx_k_class[] = "__class__";
+static const char __pyx_k_empty[] = "empty";
+static const char __pyx_k_numpy[] = "numpy";
+static const char __pyx_k_range[] = "range";
+static const char __pyx_k_shape[] = "shape";
+static const char __pyx_k_union[] = "union";
+static const char __pyx_k_valid[] = "valid";
+static const char __pyx_k_write[] = "write";
+static const char __pyx_k_answer[] = "answer";
+static const char __pyx_k_enable[] = "enable";
+static const char __pyx_k_import[] = "__import__";
+static const char __pyx_k_reduce[] = "__reduce__";
+static const char __pyx_k_stderr[] = "stderr";
+static const char __pyx_k_typeid[] = "typeid";
+static const char __pyx_k_within[] = "within";
+static const char __pyx_k_Polygon[] = "Polygon";
+static const char __pyx_k_disable[] = "disable";
+static const char __pyx_k_float64[] = "float64";
+static const char __pyx_k_geoslib[] = "_geoslib";
+static const char __pyx_k_version[] = "__version__";
+static const char __pyx_k_is_valid[] = "is_valid";
+static const char __pyx_k_numgeoms[] = "numgeoms";
+static const char __pyx_k_simplify[] = "simplify";
+static const char __pyx_k_2_0_0_dev[] = "2.0.0-dev";
+static const char __pyx_k_geom_type[] = "geom_type";
+static const char __pyx_k_isenabled[] = "isenabled";
+static const char __pyx_k_tolerance[] = "tolerance";
+static const char __pyx_k_LineString[] = "LineString";
+static const char __pyx_k_get_coords[] = "get_coords";
+static const char __pyx_k_intersects[] = "intersects";
+static const char __pyx_k_ImportError[] = "ImportError";
+static const char __pyx_k_BaseGeometry[] = "BaseGeometry";
+static const char __pyx_k_GEOS_ERROR_s[] = "GEOS_ERROR: %s\n";
+static const char __pyx_k_Polygon_area[] = "Polygon.area";
+static const char __pyx_k_geos_version[] = "__geos_version__";
+static const char __pyx_k_initializing[] = "_initializing";
+static const char __pyx_k_intersection[] = "intersection";
+static const char __pyx_k_is_coroutine[] = "_is_coroutine";
+static const char __pyx_k_class_getitem[] = "__class_getitem__";
+static const char __pyx_k_BaseGeometry_fix[] = "BaseGeometry.fix";
+static const char __pyx_k_src__geoslib_pyx[] = "src/_geoslib.pyx";
+static const char __pyx_k_BaseGeometry_union[] = "BaseGeometry.union";
+static const char __pyx_k_asyncio_coroutines[] = "asyncio.coroutines";
+static const char __pyx_k_cline_in_traceback[] = "cline_in_traceback";
+static const char __pyx_k_geos_major_version[] = "__geos_major_version__";
+static const char __pyx_k_BaseGeometry_within[] = "BaseGeometry.within";
+static const char __pyx_k_NotImplementedError[] = "NotImplementedError";
+static const char __pyx_k_BaseGeometry___reduce[] = "BaseGeometry.__reduce__";
+static const char __pyx_k_BaseGeometry_is_valid[] = "BaseGeometry.is_valid";
+static const char __pyx_k_BaseGeometry_simplify[] = "BaseGeometry.simplify";
+static const char __pyx_k_BaseGeometry_geom_type[] = "BaseGeometry.geom_type";
+static const char __pyx_k_BaseGeometry_get_coords[] = "BaseGeometry.get_coords";
+static const char __pyx_k_BaseGeometry_intersects[] = "BaseGeometry.intersects";
+static const char __pyx_k_BaseGeometry_intersection[] = "BaseGeometry.intersection";
+static const char __pyx_k_intersections_of_type_s_not_yet[] = "intersections of type '%s' not yet implemented";
+static const char __pyx_k_numpy__core_multiarray_failed_to[] = "numpy._core.multiarray failed to import";
+static const char __pyx_k_numpy__core_umath_failed_to_impo[] = "numpy._core.umath failed to import";
+static const char __pyx_k_unions_of_type_s_not_yet_impleme[] = "unions of type '%s' not yet implemented";
+/* #### Code section: decls ### */
+static PyObject *__pyx_pf_8_geoslib_12BaseGeometry_is_valid(struct __pyx_obj_8_geoslib_BaseGeometry *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_8_geoslib_12BaseGeometry_2geom_type(struct __pyx_obj_8_geoslib_BaseGeometry *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_8_geoslib_12BaseGeometry_4within(struct __pyx_obj_8_geoslib_BaseGeometry *__pyx_v_self, struct __pyx_obj_8_geoslib_BaseGeometry *__pyx_v_geom); /* proto */
+static PyObject *__pyx_pf_8_geoslib_12BaseGeometry_6union(struct __pyx_obj_8_geoslib_BaseGeometry *__pyx_v_self, struct __pyx_obj_8_geoslib_BaseGeometry *__pyx_v_geom); /* proto */
+static PyObject *__pyx_pf_8_geoslib_12BaseGeometry_8simplify(struct __pyx_obj_8_geoslib_BaseGeometry *__pyx_v_self, PyObject *__pyx_v_tol); /* proto */
+static PyObject *__pyx_pf_8_geoslib_12BaseGeometry_10fix(struct __pyx_obj_8_geoslib_BaseGeometry *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_8_geoslib_12BaseGeometry_12intersects(struct __pyx_obj_8_geoslib_BaseGeometry *__pyx_v_self, struct __pyx_obj_8_geoslib_BaseGeometry *__pyx_v_geom); /* proto */
+static PyObject *__pyx_pf_8_geoslib_12BaseGeometry_14intersection(struct __pyx_obj_8_geoslib_BaseGeometry *__pyx_v_self, struct __pyx_obj_8_geoslib_BaseGeometry *__pyx_v_geom); /* proto */
+static PyObject *__pyx_pf_8_geoslib_12BaseGeometry_16get_coords(struct __pyx_obj_8_geoslib_BaseGeometry *__pyx_v_self); /* proto */
+static void __pyx_pf_8_geoslib_12BaseGeometry_18__dealloc__(struct __pyx_obj_8_geoslib_BaseGeometry *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_8_geoslib_12BaseGeometry_20__reduce__(struct __pyx_obj_8_geoslib_BaseGeometry *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_8_geoslib_12BaseGeometry_8boundary___get__(struct __pyx_obj_8_geoslib_BaseGeometry *__pyx_v_self); /* proto */
+static int __pyx_pf_8_geoslib_12BaseGeometry_8boundary_2__set__(struct __pyx_obj_8_geoslib_BaseGeometry *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
+static int __pyx_pf_8_geoslib_12BaseGeometry_8boundary_4__del__(struct __pyx_obj_8_geoslib_BaseGeometry *__pyx_v_self); /* proto */
+static int __pyx_pf_8_geoslib_7Polygon___init__(struct __pyx_obj_8_geoslib_Polygon *__pyx_v_self, PyArrayObject *__pyx_v_b); /* proto */
+static PyObject *__pyx_pf_8_geoslib_7Polygon_2area(struct __pyx_obj_8_geoslib_Polygon *__pyx_v_self); /* proto */
+static int __pyx_pf_8_geoslib_10LineString___init__(struct __pyx_obj_8_geoslib_LineString *__pyx_v_self, PyArrayObject *__pyx_v_b); /* proto */
+static int __pyx_pf_8_geoslib_5Point___init__(struct __pyx_obj_8_geoslib_Point *__pyx_v_self, PyObject *__pyx_v_b); /* proto */
+static PyObject *__pyx_pf_8_geoslib_5Point_1x___get__(struct __pyx_obj_8_geoslib_Point *__pyx_v_self); /* proto */
+static int __pyx_pf_8_geoslib_5Point_1x_2__set__(struct __pyx_obj_8_geoslib_Point *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
+static int __pyx_pf_8_geoslib_5Point_1x_4__del__(struct __pyx_obj_8_geoslib_Point *__pyx_v_self); /* proto */
+static PyObject *__pyx_pf_8_geoslib_5Point_1y___get__(struct __pyx_obj_8_geoslib_Point *__pyx_v_self); /* proto */
+static int __pyx_pf_8_geoslib_5Point_1y_2__set__(struct __pyx_obj_8_geoslib_Point *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
+static int __pyx_pf_8_geoslib_5Point_1y_4__del__(struct __pyx_obj_8_geoslib_Point *__pyx_v_self); /* proto */
+static PyObject *__pyx_tp_new_8_geoslib_BaseGeometry(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
+static PyObject *__pyx_tp_new_8_geoslib_Point(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
+/* #### Code section: late_includes ### */
+/* #### Code section: module_state ### */
+typedef struct {
+ PyObject *__pyx_d;
+ PyObject *__pyx_b;
+ PyObject *__pyx_cython_runtime;
+ PyObject *__pyx_empty_tuple;
+ PyObject *__pyx_empty_bytes;
+ PyObject *__pyx_empty_unicode;
+ #ifdef __Pyx_CyFunction_USED
+ PyTypeObject *__pyx_CyFunctionType;
+ #endif
+ #ifdef __Pyx_FusedFunction_USED
+ PyTypeObject *__pyx_FusedFunctionType;
+ #endif
+ #ifdef __Pyx_Generator_USED
+ PyTypeObject *__pyx_GeneratorType;
+ #endif
+ #ifdef __Pyx_IterableCoroutine_USED
+ PyTypeObject *__pyx_IterableCoroutineType;
+ #endif
+ #ifdef __Pyx_Coroutine_USED
+ PyTypeObject *__pyx_CoroutineAwaitType;
+ #endif
+ #ifdef __Pyx_Coroutine_USED
+ PyTypeObject *__pyx_CoroutineType;
+ #endif
+ #if CYTHON_USE_MODULE_STATE
+ #endif
+ #if CYTHON_USE_MODULE_STATE
+ #endif
+ #if CYTHON_USE_MODULE_STATE
+ #endif
+ #if CYTHON_USE_MODULE_STATE
+ #endif
+ PyTypeObject *__pyx_ptype_7cpython_4type_type;
+ #if CYTHON_USE_MODULE_STATE
+ #endif
+ #if CYTHON_USE_MODULE_STATE
+ #endif
+ #if CYTHON_USE_MODULE_STATE
+ #endif
+ #if CYTHON_USE_MODULE_STATE
+ #endif
+ #if CYTHON_USE_MODULE_STATE
+ #endif
+ PyTypeObject *__pyx_ptype_5numpy_dtype;
+ PyTypeObject *__pyx_ptype_5numpy_flatiter;
+ PyTypeObject *__pyx_ptype_5numpy_broadcast;
+ PyTypeObject *__pyx_ptype_5numpy_ndarray;
+ PyTypeObject *__pyx_ptype_5numpy_generic;
+ PyTypeObject *__pyx_ptype_5numpy_number;
+ PyTypeObject *__pyx_ptype_5numpy_integer;
+ PyTypeObject *__pyx_ptype_5numpy_signedinteger;
+ PyTypeObject *__pyx_ptype_5numpy_unsignedinteger;
+ PyTypeObject *__pyx_ptype_5numpy_inexact;
+ PyTypeObject *__pyx_ptype_5numpy_floating;
+ PyTypeObject *__pyx_ptype_5numpy_complexfloating;
+ PyTypeObject *__pyx_ptype_5numpy_flexible;
+ PyTypeObject *__pyx_ptype_5numpy_character;
+ PyTypeObject *__pyx_ptype_5numpy_ufunc;
+ #if CYTHON_USE_MODULE_STATE
+ PyObject *__pyx_type_8_geoslib_BaseGeometry;
+ PyObject *__pyx_type_8_geoslib_Polygon;
+ PyObject *__pyx_type_8_geoslib_LineString;
+ PyObject *__pyx_type_8_geoslib_Point;
+ #endif
+ PyTypeObject *__pyx_ptype_8_geoslib_ndarray;
+ PyTypeObject *__pyx_ptype_8_geoslib_BaseGeometry;
+ PyTypeObject *__pyx_ptype_8_geoslib_Polygon;
+ PyTypeObject *__pyx_ptype_8_geoslib_LineString;
+ PyTypeObject *__pyx_ptype_8_geoslib_Point;
+ PyObject *__pyx_kp_u_2_0_0_dev;
+ PyObject *__pyx_n_s_BaseGeometry;
+ PyObject *__pyx_n_s_BaseGeometry___reduce;
+ PyObject *__pyx_n_s_BaseGeometry_fix;
+ PyObject *__pyx_n_s_BaseGeometry_geom_type;
+ PyObject *__pyx_n_s_BaseGeometry_get_coords;
+ PyObject *__pyx_n_s_BaseGeometry_intersection;
+ PyObject *__pyx_n_s_BaseGeometry_intersects;
+ PyObject *__pyx_n_s_BaseGeometry_is_valid;
+ PyObject *__pyx_n_s_BaseGeometry_simplify;
+ PyObject *__pyx_n_s_BaseGeometry_union;
+ PyObject *__pyx_n_s_BaseGeometry_within;
+ PyObject *__pyx_kp_u_GEOS_ERROR_s;
+ PyObject *__pyx_n_s_ImportError;
+ PyObject *__pyx_n_s_LineString;
+ PyObject *__pyx_n_s_NotImplementedError;
+ PyObject *__pyx_n_s_Point;
+ PyObject *__pyx_n_s_Polygon;
+ PyObject *__pyx_n_s_Polygon_area;
+ PyObject *__pyx_n_s__27;
+ PyObject *__pyx_n_s__7;
+ PyObject *__pyx_n_s_answer;
+ PyObject *__pyx_n_s_area;
+ PyObject *__pyx_n_s_asyncio_coroutines;
+ PyObject *__pyx_n_s_b;
+ PyObject *__pyx_n_s_class;
+ PyObject *__pyx_n_s_class_getitem;
+ PyObject *__pyx_n_s_cline_in_traceback;
+ PyObject *__pyx_n_s_copy;
+ PyObject *__pyx_kp_u_disable;
+ PyObject *__pyx_n_s_empty;
+ PyObject *__pyx_kp_u_enable;
+ PyObject *__pyx_n_s_fix;
+ PyObject *__pyx_n_s_float64;
+ PyObject *__pyx_n_s_g1;
+ PyObject *__pyx_n_s_g2;
+ PyObject *__pyx_n_s_g3;
+ PyObject *__pyx_kp_u_gc;
+ PyObject *__pyx_n_s_geom;
+ PyObject *__pyx_n_s_geom_type;
+ PyObject *__pyx_n_s_geos_major_version;
+ PyObject *__pyx_n_s_geos_version;
+ PyObject *__pyx_n_s_geoslib;
+ PyObject *__pyx_n_s_get_coords;
+ PyObject *__pyx_n_s_gout;
+ PyObject *__pyx_n_s_i;
+ PyObject *__pyx_n_s_import;
+ PyObject *__pyx_n_s_initializing;
+ PyObject *__pyx_n_s_intersection;
+ PyObject *__pyx_kp_u_intersections_of_type_s_not_yet;
+ PyObject *__pyx_n_s_intersects;
+ PyObject *__pyx_n_s_is_coroutine;
+ PyObject *__pyx_n_s_is_valid;
+ PyObject *__pyx_kp_u_isenabled;
+ PyObject *__pyx_n_s_main;
+ PyObject *__pyx_n_s_name;
+ PyObject *__pyx_n_s_numgeoms;
+ PyObject *__pyx_n_s_numpy;
+ PyObject *__pyx_kp_u_numpy__core_multiarray_failed_to;
+ PyObject *__pyx_kp_u_numpy__core_umath_failed_to_impo;
+ PyObject *__pyx_n_s_p;
+ PyObject *__pyx_n_s_pout;
+ PyObject *__pyx_n_s_range;
+ PyObject *__pyx_n_s_reduce;
+ PyObject *__pyx_n_s_self;
+ PyObject *__pyx_n_s_shape;
+ PyObject *__pyx_n_s_simplify;
+ PyObject *__pyx_n_s_spec;
+ PyObject *__pyx_kp_s_src__geoslib_pyx;
+ PyObject *__pyx_n_s_stderr;
+ PyObject *__pyx_n_s_sys;
+ PyObject *__pyx_n_s_test;
+ PyObject *__pyx_n_s_tol;
+ PyObject *__pyx_n_s_tolerance;
+ PyObject *__pyx_n_s_type;
+ PyObject *__pyx_n_s_typeid;
+ PyObject *__pyx_n_s_union;
+ PyObject *__pyx_kp_u_unions_of_type_s_not_yet_impleme;
+ PyObject *__pyx_n_s_valid;
+ PyObject *__pyx_n_s_version;
+ PyObject *__pyx_n_s_within;
+ PyObject *__pyx_n_s_write;
+ PyObject *__pyx_int_0;
+ PyObject *__pyx_int_1;
+ PyObject *__pyx_int_2;
+ PyObject *__pyx_int_neg_1;
+ PyObject *__pyx_tuple_;
+ PyObject *__pyx_tuple__2;
+ PyObject *__pyx_tuple__3;
+ PyObject *__pyx_tuple__4;
+ PyObject *__pyx_tuple__5;
+ PyObject *__pyx_tuple__6;
+ PyObject *__pyx_tuple__8;
+ PyObject *__pyx_tuple__10;
+ PyObject *__pyx_tuple__12;
+ PyObject *__pyx_tuple__14;
+ PyObject *__pyx_tuple__16;
+ PyObject *__pyx_tuple__18;
+ PyObject *__pyx_tuple__21;
+ PyObject *__pyx_tuple__25;
+ PyObject *__pyx_codeobj__9;
+ PyObject *__pyx_codeobj__11;
+ PyObject *__pyx_codeobj__13;
+ PyObject *__pyx_codeobj__15;
+ PyObject *__pyx_codeobj__17;
+ PyObject *__pyx_codeobj__19;
+ PyObject *__pyx_codeobj__20;
+ PyObject *__pyx_codeobj__22;
+ PyObject *__pyx_codeobj__23;
+ PyObject *__pyx_codeobj__24;
+ PyObject *__pyx_codeobj__26;
+} __pyx_mstate;
+
+#if CYTHON_USE_MODULE_STATE
+#ifdef __cplusplus
+namespace {
+ extern struct PyModuleDef __pyx_moduledef;
+} /* anonymous namespace */
+#else
+static struct PyModuleDef __pyx_moduledef;
+#endif
+
+#define __pyx_mstate(o) ((__pyx_mstate *)__Pyx_PyModule_GetState(o))
+
+#define __pyx_mstate_global (__pyx_mstate(PyState_FindModule(&__pyx_moduledef)))
+
+#define __pyx_m (PyState_FindModule(&__pyx_moduledef))
+#else
+static __pyx_mstate __pyx_mstate_global_static =
+#ifdef __cplusplus
+ {};
+#else
+ {0};
+#endif
+static __pyx_mstate *__pyx_mstate_global = &__pyx_mstate_global_static;
+#endif
+/* #### Code section: module_state_clear ### */
+#if CYTHON_USE_MODULE_STATE
+static int __pyx_m_clear(PyObject *m) {
+ __pyx_mstate *clear_module_state = __pyx_mstate(m);
+ if (!clear_module_state) return 0;
+ Py_CLEAR(clear_module_state->__pyx_d);
+ Py_CLEAR(clear_module_state->__pyx_b);
+ Py_CLEAR(clear_module_state->__pyx_cython_runtime);
+ Py_CLEAR(clear_module_state->__pyx_empty_tuple);
+ Py_CLEAR(clear_module_state->__pyx_empty_bytes);
+ Py_CLEAR(clear_module_state->__pyx_empty_unicode);
+ #ifdef __Pyx_CyFunction_USED
+ Py_CLEAR(clear_module_state->__pyx_CyFunctionType);
+ #endif
+ #ifdef __Pyx_FusedFunction_USED
+ Py_CLEAR(clear_module_state->__pyx_FusedFunctionType);
+ #endif
+ Py_CLEAR(clear_module_state->__pyx_ptype_7cpython_4type_type);
+ Py_CLEAR(clear_module_state->__pyx_ptype_5numpy_dtype);
+ Py_CLEAR(clear_module_state->__pyx_ptype_5numpy_flatiter);
+ Py_CLEAR(clear_module_state->__pyx_ptype_5numpy_broadcast);
+ Py_CLEAR(clear_module_state->__pyx_ptype_5numpy_ndarray);
+ Py_CLEAR(clear_module_state->__pyx_ptype_5numpy_generic);
+ Py_CLEAR(clear_module_state->__pyx_ptype_5numpy_number);
+ Py_CLEAR(clear_module_state->__pyx_ptype_5numpy_integer);
+ Py_CLEAR(clear_module_state->__pyx_ptype_5numpy_signedinteger);
+ Py_CLEAR(clear_module_state->__pyx_ptype_5numpy_unsignedinteger);
+ Py_CLEAR(clear_module_state->__pyx_ptype_5numpy_inexact);
+ Py_CLEAR(clear_module_state->__pyx_ptype_5numpy_floating);
+ Py_CLEAR(clear_module_state->__pyx_ptype_5numpy_complexfloating);
+ Py_CLEAR(clear_module_state->__pyx_ptype_5numpy_flexible);
+ Py_CLEAR(clear_module_state->__pyx_ptype_5numpy_character);
+ Py_CLEAR(clear_module_state->__pyx_ptype_5numpy_ufunc);
+ Py_CLEAR(clear_module_state->__pyx_ptype_8_geoslib_ndarray);
+ Py_CLEAR(clear_module_state->__pyx_ptype_8_geoslib_BaseGeometry);
+ Py_CLEAR(clear_module_state->__pyx_type_8_geoslib_BaseGeometry);
+ Py_CLEAR(clear_module_state->__pyx_ptype_8_geoslib_Polygon);
+ Py_CLEAR(clear_module_state->__pyx_type_8_geoslib_Polygon);
+ Py_CLEAR(clear_module_state->__pyx_ptype_8_geoslib_LineString);
+ Py_CLEAR(clear_module_state->__pyx_type_8_geoslib_LineString);
+ Py_CLEAR(clear_module_state->__pyx_ptype_8_geoslib_Point);
+ Py_CLEAR(clear_module_state->__pyx_type_8_geoslib_Point);
+ Py_CLEAR(clear_module_state->__pyx_kp_u_2_0_0_dev);
+ Py_CLEAR(clear_module_state->__pyx_n_s_BaseGeometry);
+ Py_CLEAR(clear_module_state->__pyx_n_s_BaseGeometry___reduce);
+ Py_CLEAR(clear_module_state->__pyx_n_s_BaseGeometry_fix);
+ Py_CLEAR(clear_module_state->__pyx_n_s_BaseGeometry_geom_type);
+ Py_CLEAR(clear_module_state->__pyx_n_s_BaseGeometry_get_coords);
+ Py_CLEAR(clear_module_state->__pyx_n_s_BaseGeometry_intersection);
+ Py_CLEAR(clear_module_state->__pyx_n_s_BaseGeometry_intersects);
+ Py_CLEAR(clear_module_state->__pyx_n_s_BaseGeometry_is_valid);
+ Py_CLEAR(clear_module_state->__pyx_n_s_BaseGeometry_simplify);
+ Py_CLEAR(clear_module_state->__pyx_n_s_BaseGeometry_union);
+ Py_CLEAR(clear_module_state->__pyx_n_s_BaseGeometry_within);
+ Py_CLEAR(clear_module_state->__pyx_kp_u_GEOS_ERROR_s);
+ Py_CLEAR(clear_module_state->__pyx_n_s_ImportError);
+ Py_CLEAR(clear_module_state->__pyx_n_s_LineString);
+ Py_CLEAR(clear_module_state->__pyx_n_s_NotImplementedError);
+ Py_CLEAR(clear_module_state->__pyx_n_s_Point);
+ Py_CLEAR(clear_module_state->__pyx_n_s_Polygon);
+ Py_CLEAR(clear_module_state->__pyx_n_s_Polygon_area);
+ Py_CLEAR(clear_module_state->__pyx_n_s__27);
+ Py_CLEAR(clear_module_state->__pyx_n_s__7);
+ Py_CLEAR(clear_module_state->__pyx_n_s_answer);
+ Py_CLEAR(clear_module_state->__pyx_n_s_area);
+ Py_CLEAR(clear_module_state->__pyx_n_s_asyncio_coroutines);
+ Py_CLEAR(clear_module_state->__pyx_n_s_b);
+ Py_CLEAR(clear_module_state->__pyx_n_s_class);
+ Py_CLEAR(clear_module_state->__pyx_n_s_class_getitem);
+ Py_CLEAR(clear_module_state->__pyx_n_s_cline_in_traceback);
+ Py_CLEAR(clear_module_state->__pyx_n_s_copy);
+ Py_CLEAR(clear_module_state->__pyx_kp_u_disable);
+ Py_CLEAR(clear_module_state->__pyx_n_s_empty);
+ Py_CLEAR(clear_module_state->__pyx_kp_u_enable);
+ Py_CLEAR(clear_module_state->__pyx_n_s_fix);
+ Py_CLEAR(clear_module_state->__pyx_n_s_float64);
+ Py_CLEAR(clear_module_state->__pyx_n_s_g1);
+ Py_CLEAR(clear_module_state->__pyx_n_s_g2);
+ Py_CLEAR(clear_module_state->__pyx_n_s_g3);
+ Py_CLEAR(clear_module_state->__pyx_kp_u_gc);
+ Py_CLEAR(clear_module_state->__pyx_n_s_geom);
+ Py_CLEAR(clear_module_state->__pyx_n_s_geom_type);
+ Py_CLEAR(clear_module_state->__pyx_n_s_geos_major_version);
+ Py_CLEAR(clear_module_state->__pyx_n_s_geos_version);
+ Py_CLEAR(clear_module_state->__pyx_n_s_geoslib);
+ Py_CLEAR(clear_module_state->__pyx_n_s_get_coords);
+ Py_CLEAR(clear_module_state->__pyx_n_s_gout);
+ Py_CLEAR(clear_module_state->__pyx_n_s_i);
+ Py_CLEAR(clear_module_state->__pyx_n_s_import);
+ Py_CLEAR(clear_module_state->__pyx_n_s_initializing);
+ Py_CLEAR(clear_module_state->__pyx_n_s_intersection);
+ Py_CLEAR(clear_module_state->__pyx_kp_u_intersections_of_type_s_not_yet);
+ Py_CLEAR(clear_module_state->__pyx_n_s_intersects);
+ Py_CLEAR(clear_module_state->__pyx_n_s_is_coroutine);
+ Py_CLEAR(clear_module_state->__pyx_n_s_is_valid);
+ Py_CLEAR(clear_module_state->__pyx_kp_u_isenabled);
+ Py_CLEAR(clear_module_state->__pyx_n_s_main);
+ Py_CLEAR(clear_module_state->__pyx_n_s_name);
+ Py_CLEAR(clear_module_state->__pyx_n_s_numgeoms);
+ Py_CLEAR(clear_module_state->__pyx_n_s_numpy);
+ Py_CLEAR(clear_module_state->__pyx_kp_u_numpy__core_multiarray_failed_to);
+ Py_CLEAR(clear_module_state->__pyx_kp_u_numpy__core_umath_failed_to_impo);
+ Py_CLEAR(clear_module_state->__pyx_n_s_p);
+ Py_CLEAR(clear_module_state->__pyx_n_s_pout);
+ Py_CLEAR(clear_module_state->__pyx_n_s_range);
+ Py_CLEAR(clear_module_state->__pyx_n_s_reduce);
+ Py_CLEAR(clear_module_state->__pyx_n_s_self);
+ Py_CLEAR(clear_module_state->__pyx_n_s_shape);
+ Py_CLEAR(clear_module_state->__pyx_n_s_simplify);
+ Py_CLEAR(clear_module_state->__pyx_n_s_spec);
+ Py_CLEAR(clear_module_state->__pyx_kp_s_src__geoslib_pyx);
+ Py_CLEAR(clear_module_state->__pyx_n_s_stderr);
+ Py_CLEAR(clear_module_state->__pyx_n_s_sys);
+ Py_CLEAR(clear_module_state->__pyx_n_s_test);
+ Py_CLEAR(clear_module_state->__pyx_n_s_tol);
+ Py_CLEAR(clear_module_state->__pyx_n_s_tolerance);
+ Py_CLEAR(clear_module_state->__pyx_n_s_type);
+ Py_CLEAR(clear_module_state->__pyx_n_s_typeid);
+ Py_CLEAR(clear_module_state->__pyx_n_s_union);
+ Py_CLEAR(clear_module_state->__pyx_kp_u_unions_of_type_s_not_yet_impleme);
+ Py_CLEAR(clear_module_state->__pyx_n_s_valid);
+ Py_CLEAR(clear_module_state->__pyx_n_s_version);
+ Py_CLEAR(clear_module_state->__pyx_n_s_within);
+ Py_CLEAR(clear_module_state->__pyx_n_s_write);
+ Py_CLEAR(clear_module_state->__pyx_int_0);
+ Py_CLEAR(clear_module_state->__pyx_int_1);
+ Py_CLEAR(clear_module_state->__pyx_int_2);
+ Py_CLEAR(clear_module_state->__pyx_int_neg_1);
+ Py_CLEAR(clear_module_state->__pyx_tuple_);
+ Py_CLEAR(clear_module_state->__pyx_tuple__2);
+ Py_CLEAR(clear_module_state->__pyx_tuple__3);
+ Py_CLEAR(clear_module_state->__pyx_tuple__4);
+ Py_CLEAR(clear_module_state->__pyx_tuple__5);
+ Py_CLEAR(clear_module_state->__pyx_tuple__6);
+ Py_CLEAR(clear_module_state->__pyx_tuple__8);
+ Py_CLEAR(clear_module_state->__pyx_tuple__10);
+ Py_CLEAR(clear_module_state->__pyx_tuple__12);
+ Py_CLEAR(clear_module_state->__pyx_tuple__14);
+ Py_CLEAR(clear_module_state->__pyx_tuple__16);
+ Py_CLEAR(clear_module_state->__pyx_tuple__18);
+ Py_CLEAR(clear_module_state->__pyx_tuple__21);
+ Py_CLEAR(clear_module_state->__pyx_tuple__25);
+ Py_CLEAR(clear_module_state->__pyx_codeobj__9);
+ Py_CLEAR(clear_module_state->__pyx_codeobj__11);
+ Py_CLEAR(clear_module_state->__pyx_codeobj__13);
+ Py_CLEAR(clear_module_state->__pyx_codeobj__15);
+ Py_CLEAR(clear_module_state->__pyx_codeobj__17);
+ Py_CLEAR(clear_module_state->__pyx_codeobj__19);
+ Py_CLEAR(clear_module_state->__pyx_codeobj__20);
+ Py_CLEAR(clear_module_state->__pyx_codeobj__22);
+ Py_CLEAR(clear_module_state->__pyx_codeobj__23);
+ Py_CLEAR(clear_module_state->__pyx_codeobj__24);
+ Py_CLEAR(clear_module_state->__pyx_codeobj__26);
+ return 0;
+}
+#endif
+/* #### Code section: module_state_traverse ### */
+#if CYTHON_USE_MODULE_STATE
+static int __pyx_m_traverse(PyObject *m, visitproc visit, void *arg) {
+ __pyx_mstate *traverse_module_state = __pyx_mstate(m);
+ if (!traverse_module_state) return 0;
+ Py_VISIT(traverse_module_state->__pyx_d);
+ Py_VISIT(traverse_module_state->__pyx_b);
+ Py_VISIT(traverse_module_state->__pyx_cython_runtime);
+ Py_VISIT(traverse_module_state->__pyx_empty_tuple);
+ Py_VISIT(traverse_module_state->__pyx_empty_bytes);
+ Py_VISIT(traverse_module_state->__pyx_empty_unicode);
+ #ifdef __Pyx_CyFunction_USED
+ Py_VISIT(traverse_module_state->__pyx_CyFunctionType);
+ #endif
+ #ifdef __Pyx_FusedFunction_USED
+ Py_VISIT(traverse_module_state->__pyx_FusedFunctionType);
+ #endif
+ Py_VISIT(traverse_module_state->__pyx_ptype_7cpython_4type_type);
+ Py_VISIT(traverse_module_state->__pyx_ptype_5numpy_dtype);
+ Py_VISIT(traverse_module_state->__pyx_ptype_5numpy_flatiter);
+ Py_VISIT(traverse_module_state->__pyx_ptype_5numpy_broadcast);
+ Py_VISIT(traverse_module_state->__pyx_ptype_5numpy_ndarray);
+ Py_VISIT(traverse_module_state->__pyx_ptype_5numpy_generic);
+ Py_VISIT(traverse_module_state->__pyx_ptype_5numpy_number);
+ Py_VISIT(traverse_module_state->__pyx_ptype_5numpy_integer);
+ Py_VISIT(traverse_module_state->__pyx_ptype_5numpy_signedinteger);
+ Py_VISIT(traverse_module_state->__pyx_ptype_5numpy_unsignedinteger);
+ Py_VISIT(traverse_module_state->__pyx_ptype_5numpy_inexact);
+ Py_VISIT(traverse_module_state->__pyx_ptype_5numpy_floating);
+ Py_VISIT(traverse_module_state->__pyx_ptype_5numpy_complexfloating);
+ Py_VISIT(traverse_module_state->__pyx_ptype_5numpy_flexible);
+ Py_VISIT(traverse_module_state->__pyx_ptype_5numpy_character);
+ Py_VISIT(traverse_module_state->__pyx_ptype_5numpy_ufunc);
+ Py_VISIT(traverse_module_state->__pyx_ptype_8_geoslib_ndarray);
+ Py_VISIT(traverse_module_state->__pyx_ptype_8_geoslib_BaseGeometry);
+ Py_VISIT(traverse_module_state->__pyx_type_8_geoslib_BaseGeometry);
+ Py_VISIT(traverse_module_state->__pyx_ptype_8_geoslib_Polygon);
+ Py_VISIT(traverse_module_state->__pyx_type_8_geoslib_Polygon);
+ Py_VISIT(traverse_module_state->__pyx_ptype_8_geoslib_LineString);
+ Py_VISIT(traverse_module_state->__pyx_type_8_geoslib_LineString);
+ Py_VISIT(traverse_module_state->__pyx_ptype_8_geoslib_Point);
+ Py_VISIT(traverse_module_state->__pyx_type_8_geoslib_Point);
+ Py_VISIT(traverse_module_state->__pyx_kp_u_2_0_0_dev);
+ Py_VISIT(traverse_module_state->__pyx_n_s_BaseGeometry);
+ Py_VISIT(traverse_module_state->__pyx_n_s_BaseGeometry___reduce);
+ Py_VISIT(traverse_module_state->__pyx_n_s_BaseGeometry_fix);
+ Py_VISIT(traverse_module_state->__pyx_n_s_BaseGeometry_geom_type);
+ Py_VISIT(traverse_module_state->__pyx_n_s_BaseGeometry_get_coords);
+ Py_VISIT(traverse_module_state->__pyx_n_s_BaseGeometry_intersection);
+ Py_VISIT(traverse_module_state->__pyx_n_s_BaseGeometry_intersects);
+ Py_VISIT(traverse_module_state->__pyx_n_s_BaseGeometry_is_valid);
+ Py_VISIT(traverse_module_state->__pyx_n_s_BaseGeometry_simplify);
+ Py_VISIT(traverse_module_state->__pyx_n_s_BaseGeometry_union);
+ Py_VISIT(traverse_module_state->__pyx_n_s_BaseGeometry_within);
+ Py_VISIT(traverse_module_state->__pyx_kp_u_GEOS_ERROR_s);
+ Py_VISIT(traverse_module_state->__pyx_n_s_ImportError);
+ Py_VISIT(traverse_module_state->__pyx_n_s_LineString);
+ Py_VISIT(traverse_module_state->__pyx_n_s_NotImplementedError);
+ Py_VISIT(traverse_module_state->__pyx_n_s_Point);
+ Py_VISIT(traverse_module_state->__pyx_n_s_Polygon);
+ Py_VISIT(traverse_module_state->__pyx_n_s_Polygon_area);
+ Py_VISIT(traverse_module_state->__pyx_n_s__27);
+ Py_VISIT(traverse_module_state->__pyx_n_s__7);
+ Py_VISIT(traverse_module_state->__pyx_n_s_answer);
+ Py_VISIT(traverse_module_state->__pyx_n_s_area);
+ Py_VISIT(traverse_module_state->__pyx_n_s_asyncio_coroutines);
+ Py_VISIT(traverse_module_state->__pyx_n_s_b);
+ Py_VISIT(traverse_module_state->__pyx_n_s_class);
+ Py_VISIT(traverse_module_state->__pyx_n_s_class_getitem);
+ Py_VISIT(traverse_module_state->__pyx_n_s_cline_in_traceback);
+ Py_VISIT(traverse_module_state->__pyx_n_s_copy);
+ Py_VISIT(traverse_module_state->__pyx_kp_u_disable);
+ Py_VISIT(traverse_module_state->__pyx_n_s_empty);
+ Py_VISIT(traverse_module_state->__pyx_kp_u_enable);
+ Py_VISIT(traverse_module_state->__pyx_n_s_fix);
+ Py_VISIT(traverse_module_state->__pyx_n_s_float64);
+ Py_VISIT(traverse_module_state->__pyx_n_s_g1);
+ Py_VISIT(traverse_module_state->__pyx_n_s_g2);
+ Py_VISIT(traverse_module_state->__pyx_n_s_g3);
+ Py_VISIT(traverse_module_state->__pyx_kp_u_gc);
+ Py_VISIT(traverse_module_state->__pyx_n_s_geom);
+ Py_VISIT(traverse_module_state->__pyx_n_s_geom_type);
+ Py_VISIT(traverse_module_state->__pyx_n_s_geos_major_version);
+ Py_VISIT(traverse_module_state->__pyx_n_s_geos_version);
+ Py_VISIT(traverse_module_state->__pyx_n_s_geoslib);
+ Py_VISIT(traverse_module_state->__pyx_n_s_get_coords);
+ Py_VISIT(traverse_module_state->__pyx_n_s_gout);
+ Py_VISIT(traverse_module_state->__pyx_n_s_i);
+ Py_VISIT(traverse_module_state->__pyx_n_s_import);
+ Py_VISIT(traverse_module_state->__pyx_n_s_initializing);
+ Py_VISIT(traverse_module_state->__pyx_n_s_intersection);
+ Py_VISIT(traverse_module_state->__pyx_kp_u_intersections_of_type_s_not_yet);
+ Py_VISIT(traverse_module_state->__pyx_n_s_intersects);
+ Py_VISIT(traverse_module_state->__pyx_n_s_is_coroutine);
+ Py_VISIT(traverse_module_state->__pyx_n_s_is_valid);
+ Py_VISIT(traverse_module_state->__pyx_kp_u_isenabled);
+ Py_VISIT(traverse_module_state->__pyx_n_s_main);
+ Py_VISIT(traverse_module_state->__pyx_n_s_name);
+ Py_VISIT(traverse_module_state->__pyx_n_s_numgeoms);
+ Py_VISIT(traverse_module_state->__pyx_n_s_numpy);
+ Py_VISIT(traverse_module_state->__pyx_kp_u_numpy__core_multiarray_failed_to);
+ Py_VISIT(traverse_module_state->__pyx_kp_u_numpy__core_umath_failed_to_impo);
+ Py_VISIT(traverse_module_state->__pyx_n_s_p);
+ Py_VISIT(traverse_module_state->__pyx_n_s_pout);
+ Py_VISIT(traverse_module_state->__pyx_n_s_range);
+ Py_VISIT(traverse_module_state->__pyx_n_s_reduce);
+ Py_VISIT(traverse_module_state->__pyx_n_s_self);
+ Py_VISIT(traverse_module_state->__pyx_n_s_shape);
+ Py_VISIT(traverse_module_state->__pyx_n_s_simplify);
+ Py_VISIT(traverse_module_state->__pyx_n_s_spec);
+ Py_VISIT(traverse_module_state->__pyx_kp_s_src__geoslib_pyx);
+ Py_VISIT(traverse_module_state->__pyx_n_s_stderr);
+ Py_VISIT(traverse_module_state->__pyx_n_s_sys);
+ Py_VISIT(traverse_module_state->__pyx_n_s_test);
+ Py_VISIT(traverse_module_state->__pyx_n_s_tol);
+ Py_VISIT(traverse_module_state->__pyx_n_s_tolerance);
+ Py_VISIT(traverse_module_state->__pyx_n_s_type);
+ Py_VISIT(traverse_module_state->__pyx_n_s_typeid);
+ Py_VISIT(traverse_module_state->__pyx_n_s_union);
+ Py_VISIT(traverse_module_state->__pyx_kp_u_unions_of_type_s_not_yet_impleme);
+ Py_VISIT(traverse_module_state->__pyx_n_s_valid);
+ Py_VISIT(traverse_module_state->__pyx_n_s_version);
+ Py_VISIT(traverse_module_state->__pyx_n_s_within);
+ Py_VISIT(traverse_module_state->__pyx_n_s_write);
+ Py_VISIT(traverse_module_state->__pyx_int_0);
+ Py_VISIT(traverse_module_state->__pyx_int_1);
+ Py_VISIT(traverse_module_state->__pyx_int_2);
+ Py_VISIT(traverse_module_state->__pyx_int_neg_1);
+ Py_VISIT(traverse_module_state->__pyx_tuple_);
+ Py_VISIT(traverse_module_state->__pyx_tuple__2);
+ Py_VISIT(traverse_module_state->__pyx_tuple__3);
+ Py_VISIT(traverse_module_state->__pyx_tuple__4);
+ Py_VISIT(traverse_module_state->__pyx_tuple__5);
+ Py_VISIT(traverse_module_state->__pyx_tuple__6);
+ Py_VISIT(traverse_module_state->__pyx_tuple__8);
+ Py_VISIT(traverse_module_state->__pyx_tuple__10);
+ Py_VISIT(traverse_module_state->__pyx_tuple__12);
+ Py_VISIT(traverse_module_state->__pyx_tuple__14);
+ Py_VISIT(traverse_module_state->__pyx_tuple__16);
+ Py_VISIT(traverse_module_state->__pyx_tuple__18);
+ Py_VISIT(traverse_module_state->__pyx_tuple__21);
+ Py_VISIT(traverse_module_state->__pyx_tuple__25);
+ Py_VISIT(traverse_module_state->__pyx_codeobj__9);
+ Py_VISIT(traverse_module_state->__pyx_codeobj__11);
+ Py_VISIT(traverse_module_state->__pyx_codeobj__13);
+ Py_VISIT(traverse_module_state->__pyx_codeobj__15);
+ Py_VISIT(traverse_module_state->__pyx_codeobj__17);
+ Py_VISIT(traverse_module_state->__pyx_codeobj__19);
+ Py_VISIT(traverse_module_state->__pyx_codeobj__20);
+ Py_VISIT(traverse_module_state->__pyx_codeobj__22);
+ Py_VISIT(traverse_module_state->__pyx_codeobj__23);
+ Py_VISIT(traverse_module_state->__pyx_codeobj__24);
+ Py_VISIT(traverse_module_state->__pyx_codeobj__26);
+ return 0;
+}
+#endif
+/* #### Code section: module_state_defines ### */
+#define __pyx_d __pyx_mstate_global->__pyx_d
+#define __pyx_b __pyx_mstate_global->__pyx_b
+#define __pyx_cython_runtime __pyx_mstate_global->__pyx_cython_runtime
+#define __pyx_empty_tuple __pyx_mstate_global->__pyx_empty_tuple
+#define __pyx_empty_bytes __pyx_mstate_global->__pyx_empty_bytes
+#define __pyx_empty_unicode __pyx_mstate_global->__pyx_empty_unicode
+#ifdef __Pyx_CyFunction_USED
+#define __pyx_CyFunctionType __pyx_mstate_global->__pyx_CyFunctionType
+#endif
+#ifdef __Pyx_FusedFunction_USED
+#define __pyx_FusedFunctionType __pyx_mstate_global->__pyx_FusedFunctionType
+#endif
+#ifdef __Pyx_Generator_USED
+#define __pyx_GeneratorType __pyx_mstate_global->__pyx_GeneratorType
+#endif
+#ifdef __Pyx_IterableCoroutine_USED
+#define __pyx_IterableCoroutineType __pyx_mstate_global->__pyx_IterableCoroutineType
+#endif
+#ifdef __Pyx_Coroutine_USED
+#define __pyx_CoroutineAwaitType __pyx_mstate_global->__pyx_CoroutineAwaitType
+#endif
+#ifdef __Pyx_Coroutine_USED
+#define __pyx_CoroutineType __pyx_mstate_global->__pyx_CoroutineType
+#endif
+#if CYTHON_USE_MODULE_STATE
+#endif
+#if CYTHON_USE_MODULE_STATE
+#endif
+#if CYTHON_USE_MODULE_STATE
+#endif
+#if CYTHON_USE_MODULE_STATE
+#endif
+#define __pyx_ptype_7cpython_4type_type __pyx_mstate_global->__pyx_ptype_7cpython_4type_type
+#if CYTHON_USE_MODULE_STATE
+#endif
+#if CYTHON_USE_MODULE_STATE
+#endif
+#if CYTHON_USE_MODULE_STATE
+#endif
+#if CYTHON_USE_MODULE_STATE
+#endif
+#if CYTHON_USE_MODULE_STATE
+#endif
+#define __pyx_ptype_5numpy_dtype __pyx_mstate_global->__pyx_ptype_5numpy_dtype
+#define __pyx_ptype_5numpy_flatiter __pyx_mstate_global->__pyx_ptype_5numpy_flatiter
+#define __pyx_ptype_5numpy_broadcast __pyx_mstate_global->__pyx_ptype_5numpy_broadcast
+#define __pyx_ptype_5numpy_ndarray __pyx_mstate_global->__pyx_ptype_5numpy_ndarray
+#define __pyx_ptype_5numpy_generic __pyx_mstate_global->__pyx_ptype_5numpy_generic
+#define __pyx_ptype_5numpy_number __pyx_mstate_global->__pyx_ptype_5numpy_number
+#define __pyx_ptype_5numpy_integer __pyx_mstate_global->__pyx_ptype_5numpy_integer
+#define __pyx_ptype_5numpy_signedinteger __pyx_mstate_global->__pyx_ptype_5numpy_signedinteger
+#define __pyx_ptype_5numpy_unsignedinteger __pyx_mstate_global->__pyx_ptype_5numpy_unsignedinteger
+#define __pyx_ptype_5numpy_inexact __pyx_mstate_global->__pyx_ptype_5numpy_inexact
+#define __pyx_ptype_5numpy_floating __pyx_mstate_global->__pyx_ptype_5numpy_floating
+#define __pyx_ptype_5numpy_complexfloating __pyx_mstate_global->__pyx_ptype_5numpy_complexfloating
+#define __pyx_ptype_5numpy_flexible __pyx_mstate_global->__pyx_ptype_5numpy_flexible
+#define __pyx_ptype_5numpy_character __pyx_mstate_global->__pyx_ptype_5numpy_character
+#define __pyx_ptype_5numpy_ufunc __pyx_mstate_global->__pyx_ptype_5numpy_ufunc
+#if CYTHON_USE_MODULE_STATE
+#define __pyx_type_8_geoslib_BaseGeometry __pyx_mstate_global->__pyx_type_8_geoslib_BaseGeometry
+#define __pyx_type_8_geoslib_Polygon __pyx_mstate_global->__pyx_type_8_geoslib_Polygon
+#define __pyx_type_8_geoslib_LineString __pyx_mstate_global->__pyx_type_8_geoslib_LineString
+#define __pyx_type_8_geoslib_Point __pyx_mstate_global->__pyx_type_8_geoslib_Point
+#endif
+#define __pyx_ptype_8_geoslib_ndarray __pyx_mstate_global->__pyx_ptype_8_geoslib_ndarray
+#define __pyx_ptype_8_geoslib_BaseGeometry __pyx_mstate_global->__pyx_ptype_8_geoslib_BaseGeometry
+#define __pyx_ptype_8_geoslib_Polygon __pyx_mstate_global->__pyx_ptype_8_geoslib_Polygon
+#define __pyx_ptype_8_geoslib_LineString __pyx_mstate_global->__pyx_ptype_8_geoslib_LineString
+#define __pyx_ptype_8_geoslib_Point __pyx_mstate_global->__pyx_ptype_8_geoslib_Point
+#define __pyx_kp_u_2_0_0_dev __pyx_mstate_global->__pyx_kp_u_2_0_0_dev
+#define __pyx_n_s_BaseGeometry __pyx_mstate_global->__pyx_n_s_BaseGeometry
+#define __pyx_n_s_BaseGeometry___reduce __pyx_mstate_global->__pyx_n_s_BaseGeometry___reduce
+#define __pyx_n_s_BaseGeometry_fix __pyx_mstate_global->__pyx_n_s_BaseGeometry_fix
+#define __pyx_n_s_BaseGeometry_geom_type __pyx_mstate_global->__pyx_n_s_BaseGeometry_geom_type
+#define __pyx_n_s_BaseGeometry_get_coords __pyx_mstate_global->__pyx_n_s_BaseGeometry_get_coords
+#define __pyx_n_s_BaseGeometry_intersection __pyx_mstate_global->__pyx_n_s_BaseGeometry_intersection
+#define __pyx_n_s_BaseGeometry_intersects __pyx_mstate_global->__pyx_n_s_BaseGeometry_intersects
+#define __pyx_n_s_BaseGeometry_is_valid __pyx_mstate_global->__pyx_n_s_BaseGeometry_is_valid
+#define __pyx_n_s_BaseGeometry_simplify __pyx_mstate_global->__pyx_n_s_BaseGeometry_simplify
+#define __pyx_n_s_BaseGeometry_union __pyx_mstate_global->__pyx_n_s_BaseGeometry_union
+#define __pyx_n_s_BaseGeometry_within __pyx_mstate_global->__pyx_n_s_BaseGeometry_within
+#define __pyx_kp_u_GEOS_ERROR_s __pyx_mstate_global->__pyx_kp_u_GEOS_ERROR_s
+#define __pyx_n_s_ImportError __pyx_mstate_global->__pyx_n_s_ImportError
+#define __pyx_n_s_LineString __pyx_mstate_global->__pyx_n_s_LineString
+#define __pyx_n_s_NotImplementedError __pyx_mstate_global->__pyx_n_s_NotImplementedError
+#define __pyx_n_s_Point __pyx_mstate_global->__pyx_n_s_Point
+#define __pyx_n_s_Polygon __pyx_mstate_global->__pyx_n_s_Polygon
+#define __pyx_n_s_Polygon_area __pyx_mstate_global->__pyx_n_s_Polygon_area
+#define __pyx_n_s__27 __pyx_mstate_global->__pyx_n_s__27
+#define __pyx_n_s__7 __pyx_mstate_global->__pyx_n_s__7
+#define __pyx_n_s_answer __pyx_mstate_global->__pyx_n_s_answer
+#define __pyx_n_s_area __pyx_mstate_global->__pyx_n_s_area
+#define __pyx_n_s_asyncio_coroutines __pyx_mstate_global->__pyx_n_s_asyncio_coroutines
+#define __pyx_n_s_b __pyx_mstate_global->__pyx_n_s_b
+#define __pyx_n_s_class __pyx_mstate_global->__pyx_n_s_class
+#define __pyx_n_s_class_getitem __pyx_mstate_global->__pyx_n_s_class_getitem
+#define __pyx_n_s_cline_in_traceback __pyx_mstate_global->__pyx_n_s_cline_in_traceback
+#define __pyx_n_s_copy __pyx_mstate_global->__pyx_n_s_copy
+#define __pyx_kp_u_disable __pyx_mstate_global->__pyx_kp_u_disable
+#define __pyx_n_s_empty __pyx_mstate_global->__pyx_n_s_empty
+#define __pyx_kp_u_enable __pyx_mstate_global->__pyx_kp_u_enable
+#define __pyx_n_s_fix __pyx_mstate_global->__pyx_n_s_fix
+#define __pyx_n_s_float64 __pyx_mstate_global->__pyx_n_s_float64
+#define __pyx_n_s_g1 __pyx_mstate_global->__pyx_n_s_g1
+#define __pyx_n_s_g2 __pyx_mstate_global->__pyx_n_s_g2
+#define __pyx_n_s_g3 __pyx_mstate_global->__pyx_n_s_g3
+#define __pyx_kp_u_gc __pyx_mstate_global->__pyx_kp_u_gc
+#define __pyx_n_s_geom __pyx_mstate_global->__pyx_n_s_geom
+#define __pyx_n_s_geom_type __pyx_mstate_global->__pyx_n_s_geom_type
+#define __pyx_n_s_geos_major_version __pyx_mstate_global->__pyx_n_s_geos_major_version
+#define __pyx_n_s_geos_version __pyx_mstate_global->__pyx_n_s_geos_version
+#define __pyx_n_s_geoslib __pyx_mstate_global->__pyx_n_s_geoslib
+#define __pyx_n_s_get_coords __pyx_mstate_global->__pyx_n_s_get_coords
+#define __pyx_n_s_gout __pyx_mstate_global->__pyx_n_s_gout
+#define __pyx_n_s_i __pyx_mstate_global->__pyx_n_s_i
+#define __pyx_n_s_import __pyx_mstate_global->__pyx_n_s_import
+#define __pyx_n_s_initializing __pyx_mstate_global->__pyx_n_s_initializing
+#define __pyx_n_s_intersection __pyx_mstate_global->__pyx_n_s_intersection
+#define __pyx_kp_u_intersections_of_type_s_not_yet __pyx_mstate_global->__pyx_kp_u_intersections_of_type_s_not_yet
+#define __pyx_n_s_intersects __pyx_mstate_global->__pyx_n_s_intersects
+#define __pyx_n_s_is_coroutine __pyx_mstate_global->__pyx_n_s_is_coroutine
+#define __pyx_n_s_is_valid __pyx_mstate_global->__pyx_n_s_is_valid
+#define __pyx_kp_u_isenabled __pyx_mstate_global->__pyx_kp_u_isenabled
+#define __pyx_n_s_main __pyx_mstate_global->__pyx_n_s_main
+#define __pyx_n_s_name __pyx_mstate_global->__pyx_n_s_name
+#define __pyx_n_s_numgeoms __pyx_mstate_global->__pyx_n_s_numgeoms
+#define __pyx_n_s_numpy __pyx_mstate_global->__pyx_n_s_numpy
+#define __pyx_kp_u_numpy__core_multiarray_failed_to __pyx_mstate_global->__pyx_kp_u_numpy__core_multiarray_failed_to
+#define __pyx_kp_u_numpy__core_umath_failed_to_impo __pyx_mstate_global->__pyx_kp_u_numpy__core_umath_failed_to_impo
+#define __pyx_n_s_p __pyx_mstate_global->__pyx_n_s_p
+#define __pyx_n_s_pout __pyx_mstate_global->__pyx_n_s_pout
+#define __pyx_n_s_range __pyx_mstate_global->__pyx_n_s_range
+#define __pyx_n_s_reduce __pyx_mstate_global->__pyx_n_s_reduce
+#define __pyx_n_s_self __pyx_mstate_global->__pyx_n_s_self
+#define __pyx_n_s_shape __pyx_mstate_global->__pyx_n_s_shape
+#define __pyx_n_s_simplify __pyx_mstate_global->__pyx_n_s_simplify
+#define __pyx_n_s_spec __pyx_mstate_global->__pyx_n_s_spec
+#define __pyx_kp_s_src__geoslib_pyx __pyx_mstate_global->__pyx_kp_s_src__geoslib_pyx
+#define __pyx_n_s_stderr __pyx_mstate_global->__pyx_n_s_stderr
+#define __pyx_n_s_sys __pyx_mstate_global->__pyx_n_s_sys
+#define __pyx_n_s_test __pyx_mstate_global->__pyx_n_s_test
+#define __pyx_n_s_tol __pyx_mstate_global->__pyx_n_s_tol
+#define __pyx_n_s_tolerance __pyx_mstate_global->__pyx_n_s_tolerance
+#define __pyx_n_s_type __pyx_mstate_global->__pyx_n_s_type
+#define __pyx_n_s_typeid __pyx_mstate_global->__pyx_n_s_typeid
+#define __pyx_n_s_union __pyx_mstate_global->__pyx_n_s_union
+#define __pyx_kp_u_unions_of_type_s_not_yet_impleme __pyx_mstate_global->__pyx_kp_u_unions_of_type_s_not_yet_impleme
+#define __pyx_n_s_valid __pyx_mstate_global->__pyx_n_s_valid
+#define __pyx_n_s_version __pyx_mstate_global->__pyx_n_s_version
+#define __pyx_n_s_within __pyx_mstate_global->__pyx_n_s_within
+#define __pyx_n_s_write __pyx_mstate_global->__pyx_n_s_write
+#define __pyx_int_0 __pyx_mstate_global->__pyx_int_0
+#define __pyx_int_1 __pyx_mstate_global->__pyx_int_1
+#define __pyx_int_2 __pyx_mstate_global->__pyx_int_2
+#define __pyx_int_neg_1 __pyx_mstate_global->__pyx_int_neg_1
+#define __pyx_tuple_ __pyx_mstate_global->__pyx_tuple_
+#define __pyx_tuple__2 __pyx_mstate_global->__pyx_tuple__2
+#define __pyx_tuple__3 __pyx_mstate_global->__pyx_tuple__3
+#define __pyx_tuple__4 __pyx_mstate_global->__pyx_tuple__4
+#define __pyx_tuple__5 __pyx_mstate_global->__pyx_tuple__5
+#define __pyx_tuple__6 __pyx_mstate_global->__pyx_tuple__6
+#define __pyx_tuple__8 __pyx_mstate_global->__pyx_tuple__8
+#define __pyx_tuple__10 __pyx_mstate_global->__pyx_tuple__10
+#define __pyx_tuple__12 __pyx_mstate_global->__pyx_tuple__12
+#define __pyx_tuple__14 __pyx_mstate_global->__pyx_tuple__14
+#define __pyx_tuple__16 __pyx_mstate_global->__pyx_tuple__16
+#define __pyx_tuple__18 __pyx_mstate_global->__pyx_tuple__18
+#define __pyx_tuple__21 __pyx_mstate_global->__pyx_tuple__21
+#define __pyx_tuple__25 __pyx_mstate_global->__pyx_tuple__25
+#define __pyx_codeobj__9 __pyx_mstate_global->__pyx_codeobj__9
+#define __pyx_codeobj__11 __pyx_mstate_global->__pyx_codeobj__11
+#define __pyx_codeobj__13 __pyx_mstate_global->__pyx_codeobj__13
+#define __pyx_codeobj__15 __pyx_mstate_global->__pyx_codeobj__15
+#define __pyx_codeobj__17 __pyx_mstate_global->__pyx_codeobj__17
+#define __pyx_codeobj__19 __pyx_mstate_global->__pyx_codeobj__19
+#define __pyx_codeobj__20 __pyx_mstate_global->__pyx_codeobj__20
+#define __pyx_codeobj__22 __pyx_mstate_global->__pyx_codeobj__22
+#define __pyx_codeobj__23 __pyx_mstate_global->__pyx_codeobj__23
+#define __pyx_codeobj__24 __pyx_mstate_global->__pyx_codeobj__24
+#define __pyx_codeobj__26 __pyx_mstate_global->__pyx_codeobj__26
+/* #### Code section: module_code ### */
+
+/* "../../../../../../private/var/folders/dj/yqvpwdk5659g22n38y10kb9w0000gn/T/pip-build-env-ey0sc_qc/overlay/lib/python3.12/site-packages/numpy/__init__.cython-30.pxd":286
+ *
+ * @property
+ * cdef inline npy_intp itemsize(self) noexcept nogil: # <<<<<<<<<<<<<<
+ * return PyDataType_ELSIZE(self)
+ *
+ */
+
+static CYTHON_INLINE npy_intp __pyx_f_5numpy_5dtype_8itemsize_itemsize(PyArray_Descr *__pyx_v_self) {
+ npy_intp __pyx_r;
+
+ /* "../../../../../../private/var/folders/dj/yqvpwdk5659g22n38y10kb9w0000gn/T/pip-build-env-ey0sc_qc/overlay/lib/python3.12/site-packages/numpy/__init__.cython-30.pxd":287
+ * @property
+ * cdef inline npy_intp itemsize(self) noexcept nogil:
+ * return PyDataType_ELSIZE(self) # <<<<<<<<<<<<<<
+ *
+ * @property
+ */
+ __pyx_r = PyDataType_ELSIZE(__pyx_v_self);
+ goto __pyx_L0;
+
+ /* "../../../../../../private/var/folders/dj/yqvpwdk5659g22n38y10kb9w0000gn/T/pip-build-env-ey0sc_qc/overlay/lib/python3.12/site-packages/numpy/__init__.cython-30.pxd":286
+ *
+ * @property
+ * cdef inline npy_intp itemsize(self) noexcept nogil: # <<<<<<<<<<<<<<
+ * return PyDataType_ELSIZE(self)
+ *
+ */
+
+ /* function exit code */
+ __pyx_L0:;
+ return __pyx_r;
+}
+
+/* "../../../../../../private/var/folders/dj/yqvpwdk5659g22n38y10kb9w0000gn/T/pip-build-env-ey0sc_qc/overlay/lib/python3.12/site-packages/numpy/__init__.cython-30.pxd":290
+ *
+ * @property
+ * cdef inline npy_intp alignment(self) noexcept nogil: # <<<<<<<<<<<<<<
+ * return PyDataType_ALIGNMENT(self)
+ *
+ */
+
+static CYTHON_INLINE npy_intp __pyx_f_5numpy_5dtype_9alignment_alignment(PyArray_Descr *__pyx_v_self) {
+ npy_intp __pyx_r;
+
+ /* "../../../../../../private/var/folders/dj/yqvpwdk5659g22n38y10kb9w0000gn/T/pip-build-env-ey0sc_qc/overlay/lib/python3.12/site-packages/numpy/__init__.cython-30.pxd":291
+ * @property
+ * cdef inline npy_intp alignment(self) noexcept nogil:
+ * return PyDataType_ALIGNMENT(self) # <<<<<<<<<<<<<<
+ *
+ * # Use fields/names with care as they may be NULL. You must check
+ */
+ __pyx_r = PyDataType_ALIGNMENT(__pyx_v_self);
+ goto __pyx_L0;
+
+ /* "../../../../../../private/var/folders/dj/yqvpwdk5659g22n38y10kb9w0000gn/T/pip-build-env-ey0sc_qc/overlay/lib/python3.12/site-packages/numpy/__init__.cython-30.pxd":290
+ *
+ * @property
+ * cdef inline npy_intp alignment(self) noexcept nogil: # <<<<<<<<<<<<<<
+ * return PyDataType_ALIGNMENT(self)
+ *
+ */
+
+ /* function exit code */
+ __pyx_L0:;
+ return __pyx_r;
+}
+
+/* "../../../../../../private/var/folders/dj/yqvpwdk5659g22n38y10kb9w0000gn/T/pip-build-env-ey0sc_qc/overlay/lib/python3.12/site-packages/numpy/__init__.cython-30.pxd":296
+ * # for this using PyDataType_HASFIELDS.
+ * @property
+ * cdef inline object fields(self): # <<<<<<<<<<<<<<
+ * return