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== \"win32\""} -dill = {version = ">=0.2", markers = "python_version < \"3.11\""} -isort = ">=4.2.5,<5.13.0 || >5.13.0,<6" -mccabe = ">=0.6,<0.8" -platformdirs = ">=2.2.0" -tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""} -tomlkit = ">=0.10.1" -typing-extensions = {version = ">=3.10.0", markers = "python_version < \"3.10\""} - -[package.extras] -spelling = ["pyenchant (>=3.2,<4.0)"] -testutils = ["gitpython (>3)"] - -[[package]] -name = "pylint" -version = "3.3.4" -description = "python code static checker" -optional = false -python-versions = ">=3.9.0" -groups = ["dev"] -markers = "python_version >= \"3.10\"" -files = [ - {file = "pylint-3.3.4-py3-none-any.whl", hash = "sha256:289e6a1eb27b453b08436478391a48cd53bb0efb824873f949e709350f3de018"}, - {file = "pylint-3.3.4.tar.gz", hash = "sha256:74ae7a38b177e69a9b525d0794bd8183820bfa7eb68cc1bee6e8ed22a42be4ce"}, -] - -[package.dependencies] -astroid = ">=3.3.8,<=3.4.0-dev0" -colorama = {version = ">=0.4.5", markers = "sys_platform == \"win32\""} dill = [ {version = ">=0.2", markers = "python_version < \"3.11\""}, {version = ">=0.3.7", markers = "python_version >= \"3.12\""}, - {version = ">=0.3.6", markers = "python_version == \"3.11\""}, + {version = ">=0.3.6", markers = "python_version >= \"3.11\" and python_version < \"3.12\""}, ] -isort = ">=4.2.5,<5.13.0 || >5.13.0,<7" +isort = ">=4.2.5,<5.13.0 || >5.13.0,<6" mccabe = ">=0.6,<0.8" platformdirs = ">=2.2.0" tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""} tomlkit = ">=0.10.1" +typing-extensions = {version = ">=3.10.0", markers = "python_version < \"3.10\""} [package.extras] spelling = ["pyenchant (>=3.2,<4.0)"] @@ -1074,7 +870,6 @@ version = "7.4.4" description = "pytest: simple powerful testing with Python" optional = false python-versions = ">=3.7" -groups = ["dev"] files = [ {file = "pytest-7.4.4-py3-none-any.whl", hash = "sha256:b090cdf5ed60bf4c45261be03239c2c1c22df034fbffe691abe93cd80cea01d8"}, {file = "pytest-7.4.4.tar.gz", hash = "sha256:2cf0005922c6ace4a3e2ec8b4080eb0d9753fdc93107415332f50ce9e7994280"}, @@ -1097,7 +892,6 @@ version = "0.5.2" description = "A py.test plugin that parses environment files before running tests" optional = false python-versions = "*" -groups = ["dev"] files = [ {file = "pytest-dotenv-0.5.2.tar.gz", hash = "sha256:2dc6c3ac6d8764c71c6d2804e902d0ff810fa19692e95fe138aefc9b1aa73732"}, {file = "pytest_dotenv-0.5.2-py3-none-any.whl", hash = "sha256:40a2cece120a213898afaa5407673f6bd924b1fa7eafce6bda0e8abffe2f710f"}, @@ -1113,7 +907,6 @@ version = "2.9.0.post0" description = "Extensions to the standard Python datetime module" optional = false python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7" -groups = ["main"] files = [ {file = "python-dateutil-2.9.0.post0.tar.gz", hash = "sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3"}, {file = "python_dateutil-2.9.0.post0-py2.py3-none-any.whl", hash = "sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427"}, @@ -1128,7 +921,6 @@ version = "1.0.1" description = "Read key-value pairs from a .env file and set them as environment variables" optional = false python-versions = ">=3.8" -groups = ["dev"] files = [ {file = "python-dotenv-1.0.1.tar.gz", hash = "sha256:e324ee90a023d808f1959c46bcbc04446a10ced277783dc6ee09987c37ec10ca"}, {file = "python_dotenv-1.0.1-py3-none-any.whl", hash = "sha256:f7b63ef50f1b690dddf550d03497b66d609393b40b564ed0d674909a68ebf16a"}, @@ -1143,7 +935,6 @@ version = "2025.1" description = "World timezone definitions, modern and historical" optional = false python-versions = "*" -groups = ["main"] files = [ {file = "pytz-2025.1-py2.py3-none-any.whl", hash = "sha256:89dd22dca55b46eac6eda23b2d72721bf1bdfef212645d81513ef5d03038de57"}, {file = "pytz-2025.1.tar.gz", hash = "sha256:c2db42be2a2518b28e65f9207c4d05e6ff547d1efa4086469ef855e4ab70178e"}, @@ -1155,7 +946,6 @@ version = "2.32.3" description = "Python HTTP for Humans." optional = false python-versions = ">=3.8" -groups = ["main"] files = [ {file = "requests-2.32.3-py3-none-any.whl", hash = "sha256:70761cfe03c773ceb22aa2f671b4757976145175cdfca038c02654d061d6dcc6"}, {file = "requests-2.32.3.tar.gz", hash = "sha256:55365417734eb18255590a9ff9eb97e9e1da868d4ccd6402399eaf68af20a760"}, @@ -1177,7 +967,6 @@ version = "1.17.0" description = "Python 2 and 3 compatibility utilities" optional = false python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7" -groups = ["main"] files = [ {file = "six-1.17.0-py2.py3-none-any.whl", hash = "sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274"}, {file = "six-1.17.0.tar.gz", hash = "sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81"}, @@ -1189,7 +978,6 @@ version = "0.20.0" description = "Python bindings for the Apache Thrift RPC system" optional = false python-versions = "*" -groups = ["main"] files = [ {file = "thrift-0.20.0.tar.gz", hash = "sha256:4dd662eadf6b8aebe8a41729527bd69adf6ceaa2a8681cbef64d1273b3e8feba"}, ] @@ -1208,8 +996,6 @@ version = "2.2.1" description = "A lil' TOML parser" optional = false python-versions = ">=3.8" -groups = ["dev"] -markers = "python_version <= \"3.10\"" files = [ {file = "tomli-2.2.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:678e4fa69e4575eb77d103de3df8a895e1591b48e740211bd1067378c69e8249"}, {file = "tomli-2.2.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:023aa114dd824ade0100497eb2318602af309e5a55595f76b626d6d9f3b7b0a6"}, @@ -1251,7 +1037,6 @@ version = "0.13.2" description = "Style preserving TOML library" optional = false python-versions = ">=3.8" -groups = ["dev"] files = [ {file = "tomlkit-0.13.2-py3-none-any.whl", hash = "sha256:7a974427f6e119197f670fbbbeae7bef749a6c14e793db934baefc1b5f03efde"}, {file = "tomlkit-0.13.2.tar.gz", hash = "sha256:fff5fe59a87295b278abd31bec92c15d9bc4a06885ab12bcea52c71119392e79"}, @@ -1263,7 +1048,6 @@ version = "4.12.2" description = "Backported and Experimental Type Hints for Python 3.8+" optional = false python-versions = ">=3.8" -groups = ["dev"] files = [ {file = "typing_extensions-4.12.2-py3-none-any.whl", hash = "sha256:04e5ca0351e0f3f85c6853954072df659d0d13fac324d0072316b67d7794700d"}, {file = "typing_extensions-4.12.2.tar.gz", hash = "sha256:1a7ead55c7e559dd4dee8856e3a88b41225abfe1ce8df57b7c13915fe121ffb8"}, @@ -1275,7 +1059,6 @@ version = "2025.1" description = "Provider of IANA time zone data" optional = false python-versions = ">=2" -groups = ["main"] files = [ {file = "tzdata-2025.1-py2.py3-none-any.whl", hash = "sha256:7e127113816800496f027041c570f50bcd464a020098a3b6b199517772303639"}, {file = "tzdata-2025.1.tar.gz", hash = "sha256:24894909e88cdb28bd1636c6887801df64cb485bd593f2fd83ef29075a81d694"}, @@ -1287,34 +1070,13 @@ version = "2.2.3" description = "HTTP library with thread-safe connection pooling, file post, and more." optional = false python-versions = ">=3.8" -groups = ["main"] -markers = "python_version < \"3.10\"" files = [ {file = "urllib3-2.2.3-py3-none-any.whl", hash = "sha256:ca899ca043dcb1bafa3e262d73aa25c465bfb49e0bd9dd5d59f1d0acba2f8fac"}, {file = "urllib3-2.2.3.tar.gz", hash = "sha256:e7d814a81dad81e6caf2ec9fdedb284ecc9c73076b62654547cc64ccdcae26e9"}, ] [package.extras] -brotli = ["brotli (>=1.0.9) ; platform_python_implementation == \"CPython\"", "brotlicffi (>=0.8.0) ; platform_python_implementation != \"CPython\""] -h2 = ["h2 (>=4,<5)"] -socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"] -zstd = ["zstandard (>=0.18.0)"] - -[[package]] -name = "urllib3" -version = "2.3.0" -description = "HTTP library with thread-safe connection pooling, file post, and more." -optional = false -python-versions = ">=3.9" -groups = ["main"] -markers = "python_version >= \"3.10\"" -files = [ - {file = "urllib3-2.3.0-py3-none-any.whl", hash = "sha256:1cee9ad369867bfdbbb48b7dd50374c0967a0bb7710050facf0dd6911440e3df"}, - {file = "urllib3-2.3.0.tar.gz", hash = "sha256:f8c5449b3cf0861679ce7e0503c7b44b5ec981bec0d1d3795a07f1ba96f0204d"}, -] - -[package.extras] -brotli = ["brotli (>=1.0.9) ; platform_python_implementation == \"CPython\"", "brotlicffi (>=0.8.0) ; platform_python_implementation != \"CPython\""] +brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)"] h2 = ["h2 (>=4,<5)"] socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"] zstd = ["zstandard (>=0.18.0)"] @@ -1323,6 +1085,6 @@ zstd = ["zstandard (>=0.18.0)"] pyarrow = ["pyarrow", "pyarrow"] [metadata] -lock-version = "2.1" +lock-version = "2.0" python-versions = "^3.8.0" -content-hash = "7be8b3820e3bda7bf99291e370bf9adefe9e93e86f164a0adcaa9f6170ff9ff8" +content-hash = "2f8df0f98d55098bff3ed75b757bc0007475a94f57f7c330b3082f209c485877" diff --git a/pyproject.toml b/pyproject.toml index ea5bd938..e1e24d53 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -24,6 +24,7 @@ pyarrow = [ { version = ">=14.0.1", python = ">=3.8,<3.13", optional=true }, { version = ">=18.0.0", python = ">=3.13", optional=true } ] +python-dateutil = "^2.9.0" [tool.poetry.extras] pyarrow = ["pyarrow"] diff --git a/src/databricks/sql/utils.py b/src/databricks/sql/utils.py index cd655c4e..348c268d 100644 --- a/src/databricks/sql/utils.py +++ b/src/databricks/sql/utils.py @@ -1,6 +1,6 @@ from __future__ import annotations -import pytz +from dateutil import parser import datetime import decimal from abc import ABC, abstractmethod @@ -642,16 +642,7 @@ def convert_to_assigned_datatypes_in_column_table(column_table, description): ) elif description[i][1] == "timestamp": converted_column_table.append( - tuple( - ( - v - if v is None - else datetime.datetime.strptime( - v, "%Y-%m-%d %H:%M:%S.%f" - ).replace(tzinfo=pytz.UTC) - ) - for v in col - ) + tuple((v if v is None else parser.parse(v)) for v in col) ) else: converted_column_table.append(col) diff --git a/tests/unit/test_util.py b/tests/unit/test_util.py new file mode 100644 index 00000000..a47ab786 --- /dev/null +++ b/tests/unit/test_util.py @@ -0,0 +1,124 @@ +import decimal +import datetime +from datetime import timezone, timedelta + +from databricks.sql.utils import convert_to_assigned_datatypes_in_column_table + + +class TestUtils: + def get_column_table_and_description(self): + table_description = [ + ("id", "int", None, None, None, None, None), + ("varchar_column", "string", None, None, None, None, None), + ("boolean_column", "boolean", None, None, None, None, None), + ("integer_column", "int", None, None, None, None, None), + ("bigint_column", "bigint", None, None, None, None, None), + ("smallint_column", "smallint", None, None, None, None, None), + ("tinyint_column", "tinyint", None, None, None, None, None), + ("float_column", "float", None, None, None, None, None), + ("double_column", "double", None, None, None, None, None), + ("decimal_column", "decimal", None, None, 10, 2, None), + ("date_column", "date", None, None, None, None, None), + ("timestamp_column", "timestamp", None, None, None, None, None), + ("timestamp_ntz_column", "timestamp", None, None, None, None, None), + ("timestamp_column_2", "timestamp", None, None, None, None, None), + ("timestamp_column_3", "timestamp", None, None, None, None, None), + ("timestamp_column_4", "timestamp", None, None, None, None, None), + ("timestamp_column_5", "timestamp", None, None, None, None, None), + ("timestamp_column_6", "timestamp", None, None, None, None, None), + ("timestamp_column_7", "timestamp", None, None, None, None, None), + ("binary_column", "binary", None, None, None, None, None), + ("array_column", "array", None, None, None, None, None), + ("map_column", "map", None, None, None, None, None), + ("struct_column", "struct", None, None, None, None, None), + ("variant_column", "string", None, None, None, None, None), + ] + + column_table = [ + (9,), + ("Test Varchar",), + (True,), + (123,), + (9876543210,), + (32000,), + (120,), + (1.23,), + (4.56,), + ("7890.12",), + ("2023-12-31",), + ("2023-12-31 12:30:00",), + ("2023-12-31 12:30:00",), + ("2021-09-30 11:27:35.123",), + ("03/08/2024 02:30:15 PM",), + ("08-Mar-2024 14:30:15",), + ("2024-03-16T14:30:25.123",), + ("2025-03-16T12:30:45+0530",), + ("2025-03-16 12:30:45 +0530",), + (b"\xde\xad\xbe\xef",), + ('["item1","item2"]',), + ('{"key1":"value1","key2":"value2"}',), + ('{"name":"John","age":30}',), + ('"semi-structured data"',), + ] + + return column_table, table_description + + def test_convert_to_assigned_datatypes_in_column_table(self): + column_table, description = self.get_column_table_and_description() + converted_column_table = convert_to_assigned_datatypes_in_column_table( + column_table, description + ) + + # (data , datatype) + expected_convertion = [ + (9, int), + ("Test Varchar", str), + (True, bool), + (123, int), + (9876543210, int), + (32000, int), + (120, int), + (1.23, float), + (4.56, float), + (decimal.Decimal("7890.12"), decimal.Decimal), + (datetime.date(2023, 12, 31), datetime.date), + (datetime.datetime(2023, 12, 31, 12, 30, 0), datetime.datetime), + (datetime.datetime(2023, 12, 31, 12, 30, 0), datetime.datetime), + (datetime.datetime(2021, 9, 30, 11, 27, 35, 123000), datetime.datetime), + (datetime.datetime(2024, 3, 8, 14, 30, 15), datetime.datetime), + (datetime.datetime(2024, 3, 8, 14, 30, 15), datetime.datetime), + (datetime.datetime(2024, 3, 16, 14, 30, 25, 123000), datetime.datetime), + ( + datetime.datetime( + 2025, + 3, + 16, + 12, + 30, + 45, + tzinfo=timezone(timedelta(hours=5, minutes=30)), + ), + datetime.datetime, + ), + ( + datetime.datetime( + 2025, + 3, + 16, + 12, + 30, + 45, + tzinfo=timezone(timedelta(hours=5, minutes=30)), + ), + datetime.datetime, + ), + (b"\xde\xad\xbe\xef", bytes), + ('["item1","item2"]', str), + ('{"key1":"value1","key2":"value2"}', str), + ('{"name":"John","age":30}', str), + ('"semi-structured data"', str), + ] + + for index, entry in enumerate(converted_column_table): + assert entry[0] == expected_convertion[index][0] + assert isinstance(entry[0], expected_convertion[index][1])