diff --git a/.gitignore b/.gitignore index 11f2784..7dac60b 100644 --- a/.gitignore +++ b/.gitignore @@ -9,6 +9,7 @@ __pycache__/ # Distribution / packaging .Python env/ +.venv build/ develop-eggs/ dist/ diff --git a/CHANGELOG.md b/CHANGELOG.md index bcd2a12..3c6b532 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -1,5 +1,8 @@ # DeepDiff Change log +- [Unreleased] + - Colored View: Output pretty-printed JSON with color-coded differences (added in green, removed in red, changed values show old in red and new in green). + - v8-5-0 - Updating deprecated pydantic calls - Switching to pyproject.toml diff --git a/CLAUDE.md b/CLAUDE.md new file mode 100644 index 0000000..b6510f7 --- /dev/null +++ b/CLAUDE.md @@ -0,0 +1,79 @@ +# CLAUDE.md + +This file provides guidance to Claude Code (claude.ai/code) when working with code in this repository. + +## Project Overview + +DeepDiff is a Python library for deep comparison, searching, and hashing of Python objects. It provides: +- **DeepDiff**: Deep difference detection between objects +- **DeepSearch**: Search for objects within other objects +- **DeepHash**: Content-based hashing for any object +- **Delta**: Git-like diff objects that can be applied to other objects +- **CLI**: Command-line interface via `deep` command + +## Development Commands + +### Setup +```bash +# Install with all development dependencies +pip install -e ".[cli,coverage,dev,docs,static,test]" +# OR using uv (recommended) +uv sync --all-extras +``` + +### Testing +```bash +# Run tests with coverage +pytest --cov=deepdiff --cov-report term-missing + +# Run tests including slow ones +pytest --cov=deepdiff --runslow + +# Run single test file +pytest tests/test_diff_text.py + +# Run tests across multiple Python versions +nox -s pytest +``` + +### Quality Checks +```bash +# Linting (max line length: 120) +nox -s flake8 + +# Type checking +nox -s mypy + +# Run all quality checks +nox +``` + +## Architecture + +### Core Structure +- **deepdiff/diff.py**: Main DeepDiff implementation (most complex component) +- **deepdiff/deephash.py**: DeepHash functionality +- **deepdiff/base.py**: Shared base classes and functionality +- **deepdiff/model.py**: Core data structures and result objects +- **deepdiff/helper.py**: Utility functions and type definitions +- **deepdiff/delta.py**: Delta objects for applying changes + +### Key Patterns +- **Inheritance**: `Base` class provides common functionality with mixins +- **Result Objects**: Different result formats (`ResultDict`, `TreeResult`, `TextResult`) +- **Path Navigation**: Consistent path notation for nested object access +- **Performance**: LRU caching and numpy array optimization + +### Testing +- Located in `/tests/` directory +- Organized by functionality (e.g., `test_diff_text.py`, `test_hash.py`) +- Aims for ~100% test coverage +- Uses pytest with comprehensive fixtures + +## Development Notes + +- **Python Support**: 3.9+ and PyPy3 +- **Main Branch**: `master` (PRs typically go to `dev` branch) +- **Build System**: Modern `pyproject.toml` with `flit_core` +- **Dependencies**: Core dependency is `orderly-set>=5.4.1,<6` +- **CLI Tool**: Available as `deep` command after installation with `[cli]` extra \ No newline at end of file diff --git a/MANIFEST.in b/MANIFEST.in index 29249f3..4dfbf56 100644 --- a/MANIFEST.in +++ b/MANIFEST.in @@ -7,6 +7,7 @@ include *.txt include *.sh include pytest.ini include *.py +exclude uv.lock recursive-include docs/ *.rst recursive-include docs/ *.png recursive-include tests *.csv diff --git a/README.md b/README.md index 228f940..383eae9 100644 --- a/README.md +++ b/README.md @@ -84,6 +84,16 @@ Please take a look at the [CHANGELOG](CHANGELOG.md) file. :mega: **Please fill out our [fast 5-question survey](https://forms.gle/E6qXexcgjoKnSzjB8)** so that we can learn how & why you use DeepDiff, and what improvements we should make. Thank you! :dancers: +# Local dev + +1. Clone the repo +2. Switch to the dev branch +3. Create your own branch +4. Install dependencies + + - Method 1: Use [`uv`](https://github.com/astral-sh/uv) to install the dependencies: `uv sync --all-extras`. + - Method 2: Use pip: `pip install -e ".[cli,coverage,dev,docs,static,test]"` + # Contribute 1. Please make your PR against the dev branch diff --git a/deepdiff/colored_view.py b/deepdiff/colored_view.py new file mode 100644 index 0000000..2463dcb --- /dev/null +++ b/deepdiff/colored_view.py @@ -0,0 +1,139 @@ +import json +import os +from ast import literal_eval +from importlib.util import find_spec +from typing import Any, Dict + +from deepdiff.model import TextResult, TreeResult + + +if os.name == "nt" and find_spec("colorama"): + import colorama + + colorama.init() + + +# ANSI color codes +RED = '\033[31m' +GREEN = '\033[32m' +RESET = '\033[0m' + + +class ColoredView: + """A view that shows JSON with color-coded differences.""" + + def __init__(self, t2: Any, tree_result: TreeResult, compact: bool = False): + self.t2 = t2 + self.tree = tree_result + self.compact = compact + self.diff_paths = self._collect_diff_paths() + + def _collect_diff_paths(self) -> Dict[str, str]: + """Collect all paths that have differences and their types.""" + text_result = TextResult(tree_results=self.tree, verbose_level=2) + diff_paths = {} + for diff_type, items in text_result.items(): + if not items: + continue + try: + iter(items) + except TypeError: + continue + for path, item in items.items(): + if diff_type in ("values_changed", "type_changes"): + changed_path = item.get("new_path") or path + diff_paths[changed_path] = ("changed", item["old_value"], item["new_value"]) + elif diff_type in ("dictionary_item_added", "iterable_item_added", "set_item_added"): + diff_paths[path] = ("added", None, item) + elif diff_type in ("dictionary_item_removed", "iterable_item_removed", "set_item_removed"): + diff_paths[path] = ("removed", item, None) + return diff_paths + + def _format_value(self, value: Any) -> str: + """Format a value for display.""" + if isinstance(value, bool): + return 'true' if value else 'false' + elif isinstance(value, str): + return f'"{value}"' + elif isinstance(value, (dict, list, tuple)): + return json.dumps(value) + else: + return str(value) + + def _get_path_removed(self, path: str) -> dict: + """Get all removed items for a given path.""" + removed = {} + for key, value in self.diff_paths.items(): + if value[0] == 'removed' and key.startswith(path + "["): + key_suffix = key[len(path):] + if key_suffix.count("[") == 1 and key_suffix.endswith("]"): + removed[literal_eval(key_suffix[1:-1])] = value[1] + return removed + + def _has_differences(self, path_prefix: str) -> bool: + """Check if a path prefix has any differences under it.""" + return any(diff_path.startswith(path_prefix + "[") for diff_path in self.diff_paths) + + def _colorize_json(self, obj: Any, path: str = 'root', indent: int = 0) -> str: + """Recursively colorize JSON based on differences, with pretty-printing.""" + INDENT = ' ' + current_indent = INDENT * indent + next_indent = INDENT * (indent + 1) + + if path in self.diff_paths and path not in self._colorize_skip_paths: + diff_type, old, new = self.diff_paths[path] + if diff_type == 'changed': + return f"{RED}{self._format_value(old)}{RESET} -> {GREEN}{self._format_value(new)}{RESET}" + elif diff_type == 'added': + return f"{GREEN}{self._format_value(new)}{RESET}" + elif diff_type == 'removed': + return f"{RED}{self._format_value(old)}{RESET}" + + if isinstance(obj, (dict, list)) and self.compact and not self._has_differences(path): + return '{...}' if isinstance(obj, dict) else '[...]' + + if isinstance(obj, dict): + if not obj: + return '{}' + items = [] + for key, value in obj.items(): + new_path = f"{path}['{key}']" if isinstance(key, str) else f"{path}[{key}]" + if new_path in self.diff_paths and self.diff_paths[new_path][0] == 'added': + # Colorize both key and value for added fields + items.append(f'{next_indent}{GREEN}"{key}": {self._colorize_json(value, new_path, indent + 1)}{RESET}') + else: + items.append(f'{next_indent}"{key}": {self._colorize_json(value, new_path, indent + 1)}') + for key, value in self._get_path_removed(path).items(): + new_path = f"{path}['{key}']" if isinstance(key, str) else f"{path}[{key}]" + items.append(f'{next_indent}{RED}"{key}": {self._colorize_json(value, new_path, indent + 1)}{RESET}') + return '{\n' + ',\n'.join(items) + f'\n{current_indent}' + '}' + + elif isinstance(obj, (list, tuple)): + if not obj: + return '[]' + removed_map = self._get_path_removed(path) + for index in removed_map: + self._colorize_skip_paths.add(f"{path}[{index}]") + + items = [] + remove_index = 0 + for index, value in enumerate(obj): + while remove_index == next(iter(removed_map), None): + items.append(f'{next_indent}{RED}{self._format_value(removed_map.pop(remove_index))}{RESET}') + remove_index += 1 + items.append(f'{next_indent}{self._colorize_json(value, f"{path}[{index}]", indent + 1)}') + remove_index += 1 + for value in removed_map.values(): + items.append(f'{next_indent}{RED}{self._format_value(value)}{RESET}') + return '[\n' + ',\n'.join(items) + f'\n{current_indent}' + ']' + else: + return self._format_value(obj) + + def __str__(self) -> str: + """Return the colorized, pretty-printed JSON string.""" + self._colorize_skip_paths = set() + return self._colorize_json(self.t2) + + def __iter__(self): + """Make the view iterable by yielding the tree results.""" + yield from self.tree.items() diff --git a/deepdiff/commands.py b/deepdiff/commands.py index 1859e35..0543aa1 100644 --- a/deepdiff/commands.py +++ b/deepdiff/commands.py @@ -54,6 +54,7 @@ def cli(): @click.option('--significant-digits', required=False, default=None, type=int, show_default=True) @click.option('--truncate-datetime', required=False, type=click.Choice(['second', 'minute', 'hour', 'day'], case_sensitive=True), show_default=True, default=None) @click.option('--verbose-level', required=False, default=1, type=click.IntRange(0, 2), show_default=True) +@click.option('--view', required=False, type=click.Choice(['tree', 'colored', 'colored_compact'], case_sensitive=True), show_default=True, default='tree') @click.option('--debug', is_flag=True, show_default=False) def diff( *args, **kwargs @@ -74,6 +75,8 @@ def diff( t2_path = kwargs.pop("t2") t1_extension = t1_path.split('.')[-1] t2_extension = t2_path.split('.')[-1] + if "view" in kwargs and kwargs["view"] is None: + kwargs.pop("view") for name, t_path, t_extension in [('t1', t1_path, t1_extension), ('t2', t2_path, t2_extension)]: try: @@ -112,7 +115,10 @@ def diff( sys.stdout.buffer.write(delta.dumps()) else: try: - print(diff.to_json(indent=2)) + if kwargs["view"] in {'colored', 'colored_compact'}: + print(diff) + else: + print(diff.to_json(indent=2)) except Exception: pprint(diff, indent=2) diff --git a/deepdiff/delta.py b/deepdiff/delta.py index 6916c99..065f540 100644 --- a/deepdiff/delta.py +++ b/deepdiff/delta.py @@ -330,11 +330,21 @@ def _set_new_value(self, parent, parent_to_obj_elem, parent_to_obj_action, Set the element value on an object and if necessary convert the object to the proper mutable type """ if isinstance(obj, tuple): - # convert this object back to a tuple later - obj = self._coerce_obj( - parent, obj, path, parent_to_obj_elem, - parent_to_obj_action, elements, - to_type=list, from_type=tuple) + # Check if it's a NamedTuple and use _replace() to generate a new copy with the change + if hasattr(obj, '_fields') and hasattr(obj, '_replace'): + if action == GETATTR: + obj = obj._replace(**{elem: new_value}) + if parent: + self._simple_set_elem_value(obj=parent, path_for_err_reporting=path, + elem=parent_to_obj_elem, value=obj, + action=parent_to_obj_action) + return + else: + # Regular tuple - convert this object back to a tuple later + obj = self._coerce_obj( + parent, obj, path, parent_to_obj_elem, + parent_to_obj_action, elements, + to_type=list, from_type=tuple) if elem != 0 and self.force and isinstance(obj, list) and len(obj) == 0: # it must have been a dictionary obj = {} @@ -709,7 +719,12 @@ def _do_set_or_frozenset_item(self, items, func): obj = self._get_elem_and_compare_to_old_value( parent, path_for_err_reporting=path, expected_old_value=None, elem=elem, action=action, forced_old_value=set()) new_value = getattr(obj, func)(value) - self._simple_set_elem_value(parent, path_for_err_reporting=path, elem=elem, value=new_value, action=action) + if hasattr(parent, '_fields') and hasattr(parent, '_replace'): + # Handle parent NamedTuple by creating a new instance with _replace(). Will not work with nested objects. + new_parent = parent._replace(**{elem: new_value}) + self.root = new_parent + else: + self._simple_set_elem_value(parent, path_for_err_reporting=path, elem=elem, value=new_value, action=action) def _do_ignore_order_get_old(self, obj, remove_indexes_per_path, fixed_indexes_values, path_for_err_reporting): """ diff --git a/deepdiff/diff.py b/deepdiff/diff.py index d2664ef..fd154e5 100755 --- a/deepdiff/diff.py +++ b/deepdiff/diff.py @@ -25,7 +25,8 @@ type_is_subclass_of_type_group, type_in_type_group, get_doc, number_to_string, datetime_normalize, KEY_TO_VAL_STR, booleans, np_ndarray, np_floating, get_numpy_ndarray_rows, RepeatedTimer, - TEXT_VIEW, TREE_VIEW, DELTA_VIEW, detailed__dict__, add_root_to_paths, + TEXT_VIEW, TREE_VIEW, DELTA_VIEW, COLORED_VIEW, COLORED_COMPACT_VIEW, + detailed__dict__, add_root_to_paths, np, get_truncate_datetime, dict_, CannotCompare, ENUM_INCLUDE_KEYS, PydanticBaseModel, Opcode, SetOrdered, ipranges) from deepdiff.serialization import SerializationMixin @@ -40,6 +41,7 @@ from deepdiff.deephash import DeepHash, combine_hashes_lists from deepdiff.base import Base from deepdiff.lfucache import LFUCache, DummyLFU +from deepdiff.colored_view import ColoredView if TYPE_CHECKING: from pytz.tzinfo import BaseTzInfo @@ -80,7 +82,7 @@ def _report_progress(_stats, progress_logger, duration): PREVIOUS_DIFF_COUNT = 'PREVIOUS DIFF COUNT' PREVIOUS_DISTANCE_CACHE_HIT_COUNT = 'PREVIOUS DISTANCE CACHE HIT COUNT' CANT_FIND_NUMPY_MSG = 'Unable to import numpy. This must be a bug in DeepDiff since a numpy array is detected.' -INVALID_VIEW_MSG = 'The only valid values for the view parameter are text and tree. But {} was passed.' +INVALID_VIEW_MSG = "view parameter must be one of 'text', 'tree', 'delta', 'colored' or 'colored_compact'. But {} was passed." CUTOFF_RANGE_ERROR_MSG = 'cutoff_distance_for_pairs needs to be a positive float max 1.' VERBOSE_LEVEL_RANGE_MSG = 'verbose_level should be 0, 1, or 2.' PURGE_LEVEL_RANGE_MSG = 'cache_purge_level should be 0, 1, or 2.' @@ -365,7 +367,11 @@ def _group_by_sort_key(x): self.tree.remove_empty_keys() view_results = self._get_view_results(self.view) - self.update(view_results) + if isinstance(view_results, ColoredView): + self.update(view_results.tree) + self._colored_view = view_results + else: + self.update(view_results) finally: if self.is_root: if cache_purge_level: @@ -1759,6 +1765,10 @@ def _get_view_results(self, view): result.remove_empty_keys() elif view == DELTA_VIEW: result = self._to_delta_dict(report_repetition_required=False) + elif view == COLORED_VIEW: + result = ColoredView(t2=self.t2, tree_result=self.tree, compact=False) + elif view == COLORED_COMPACT_VIEW: + result = ColoredView(t2=self.t2, tree_result=self.tree, compact=True) else: raise ValueError(INVALID_VIEW_MSG.format(view)) return result @@ -1899,6 +1909,11 @@ def affected_root_keys(self): result.add(root_key) return result + def __str__(self): + if hasattr(self, '_colored_view') and self.view in {COLORED_VIEW, COLORED_COMPACT_VIEW}: + return str(self._colored_view) + return super().__str__() + if __name__ == "__main__": # pragma: no cover import doctest diff --git a/deepdiff/helper.py b/deepdiff/helper.py index f06b315..38f42b5 100644 --- a/deepdiff/helper.py +++ b/deepdiff/helper.py @@ -188,7 +188,7 @@ def get_semvar_as_integer(version): only_complex_number = (complex,) + numpy_complex_numbers only_numbers = (int, float, complex, Decimal) + numpy_numbers datetimes = (datetime.datetime, datetime.date, datetime.timedelta, datetime.time, np_datetime64) -ipranges = (ipaddress.IPv4Interface, ipaddress.IPv6Interface, ipaddress.IPv4Network, ipaddress.IPv6Network) +ipranges = (ipaddress.IPv4Interface, ipaddress.IPv6Interface, ipaddress.IPv4Network, ipaddress.IPv6Network, ipaddress.IPv4Address, ipaddress.IPv6Address) uuids = (uuid.UUID, ) times = (datetime.datetime, datetime.time,np_datetime64) numbers: Tuple = only_numbers + datetimes @@ -209,6 +209,8 @@ class IndexedHash(NamedTuple): TREE_VIEW = 'tree' TEXT_VIEW = 'text' DELTA_VIEW = '_delta' +COLORED_VIEW = 'colored' +COLORED_COMPACT_VIEW = 'colored_compact' ENUM_INCLUDE_KEYS = ['__objclass__', 'name', 'value'] diff --git a/deepdiff/serialization.py b/deepdiff/serialization.py index 1c18a26..2b5819a 100644 --- a/deepdiff/serialization.py +++ b/deepdiff/serialization.py @@ -11,6 +11,7 @@ import decimal # NOQA import orderly_set # NOQA import collections # NOQA +import ipaddress from copy import deepcopy, copy from functools import partial from collections.abc import Mapping @@ -32,6 +33,7 @@ pydantic_base_model_type, PydanticBaseModel, NotPresent, + ipranges, ) from deepdiff.model import DeltaResult @@ -85,6 +87,12 @@ class UnsupportedFormatErr(TypeError): 'collections.OrderedDict', 're.Pattern', 'deepdiff.helper.Opcode', + 'ipaddress.IPv4Interface', + 'ipaddress.IPv6Interface', + 'ipaddress.IPv4Network', + 'ipaddress.IPv6Network', + 'ipaddress.IPv4Address', + 'ipaddress.IPv6Address', } @@ -114,6 +122,8 @@ class UnsupportedFormatErr(TypeError): 'OrderedDict': collections.OrderedDict, 'Pattern': re.Pattern, 'iprange': str, + 'IPv4Address': ipaddress.IPv4Address, + 'IPv6Address': ipaddress.IPv6Address, } @@ -612,6 +622,7 @@ def _serialize_tuple(value): tuple: _serialize_tuple, Mapping: dict, NotPresent: str, + ipranges: str, } if PydanticBaseModel is not pydantic_base_model_type: @@ -632,7 +643,33 @@ def _convertor(obj): # This is to handle reverse() which creates a generator of type list_reverseiterator if obj.__class__.__name__ == 'list_reverseiterator': return list(copy(obj)) - raise TypeError('We do not know how to convert {} of type {} for json serialization. Please pass the default_mapping parameter with proper mapping of the object to a basic python type.'.format(obj, type(obj))) + # 3) gather @property values by scanning __class__.__dict__ and bases + props = {} + for cls in obj.__class__.__mro__: + for name, descriptor in cls.__dict__.items(): + if isinstance(descriptor, property) and not name.startswith('_'): + try: + props[name] = getattr(obj, name) + except Exception: + # skip properties that error out + pass + if props: + return props + + # 4) fallback: public __dict__ entries + if hasattr(obj, '__dict__'): + return { + k: v + for k, v in vars(obj).items() + if not k.startswith('_') + } + + # 5) give up + raise TypeError( + f"Don't know how to JSON-serialize {obj!r} " + f"(type {type(obj).__name__}); " + "consider adding it to default_mapping." + ) return _convertor diff --git a/docs/colored_view.rst b/docs/colored_view.rst new file mode 100644 index 0000000..16f49ab --- /dev/null +++ b/docs/colored_view.rst @@ -0,0 +1,101 @@ +.. _colored_view_label: + +Colored View +============ + +The `ColoredView` feature in `deepdiff` provides a human-readable, color-coded JSON output of the +differences between two objects. This feature is particularly useful for visualizing changes in a +clear and intuitive manner. + +- **Color-Coded Differences:** + + - **Added Elements:** Shown in green. + - **Removed Elements:** Shown in red. + - **Changed Elements:** The old value is shown in red, and the new value is shown in green. + +Usage +----- + +To use the `ColoredView`, simply pass the `COLORED_VIEW` option to the `DeepDiff` function: + +.. code-block:: python + + from deepdiff import DeepDiff + from deepdiff.helper import COLORED_VIEW + + t1 = {"name": "John", "age": 30, "scores": [1, 2, 3], "address": {"city": "New York", "zip": "10001"}} + t2 = {"name": "John", "age": 31, "scores": [1, 2, 4], "address": {"city": "Boston", "zip": "10001"}, "new": "value"} + + diff = DeepDiff(t1, t2, view=COLORED_VIEW) + print(diff) + +Or from command line: + +.. code-block:: bash + + deep diff --view colored t1.json t2.json + +The output will look something like this: + +.. raw:: html + +
+    {
+      "name": "John",
+      "age": 30 -> 31,
+      "scores": [
+        1,
+        2,
+        3 -> 4
+      ],
+      "address": {
+        "city": "New York" -> "Boston",
+        "zip": "10001"
+      },
+      "new": "value"
+    }
+    
+ +Colored Compact View +-------------------- + +For a more concise output, especially with deeply nested objects where many parts are unchanged, +the `ColoredView` with the compact option can be used. This view is similar but collapses +unchanged nested dictionaries to `{...}` and unchanged lists/tuples to `[...]`. To use the compact +option do: + +.. code-block:: python + + from deepdiff import DeepDiff + from deepdiff.helper import COLORED_COMPACT_VIEW + + t1 = {"name": "John", "age": 30, "scores": [1, 2, 3], "address": {"city": "New York", "zip": "10001"}} + t2 = {"name": "John", "age": 31, "scores": [1, 2, 4], "address": {"city": "New York", "zip": "10001"}, "new": "value"} + + diff = DeepDiff(t1, t2, view=COLORED_COMPACT_VIEW) + print(diff) + +Or from command line: + +.. code-block:: bash + + deep diff --view colored_compact t1.json t2.json + + +The output will look something like this: + +.. raw:: html + +
+    {
+      "name": "John",
+      "age": 30 -> 31,
+      "scores": [
+        1,
+        2,
+        3 -> 4
+      ],
+      "address": {...},
+      "new": "value"
+    }
+    
diff --git a/docs/commandline.rst b/docs/commandline.rst index 8665244..94b6aa7 100644 --- a/docs/commandline.rst +++ b/docs/commandline.rst @@ -72,6 +72,9 @@ to get the options: --significant-digits INTEGER --truncate-datetime [second|minute|hour|day] --verbose-level INTEGER RANGE [default: 1] + --view [-|colored|colored_compact] + [default: -] + Format for displaying differences. --help Show this message and exit. @@ -109,6 +112,12 @@ The path is perhaps more readable now: `root['Molotov']['zip']`. It is more clea .. Note:: The parameters in the deep diff commandline are a subset of those in :ref:`deepdiff_module_label` 's Python API. +To output in a specific format, for example the colored compact view (see :doc:`colored_view` for output details): + +.. code-block:: bash + + $ deep diff t1.json t2.json --view colored_compact + .. _deep_grep_command: diff --git a/docs/index.rst b/docs/index.rst index c49c0ff..9b0e68d 100644 --- a/docs/index.rst +++ b/docs/index.rst @@ -132,6 +132,7 @@ References deephash delta extract + colored_view commandline changelog authors diff --git a/docs/view.rst b/docs/view.rst index 6343590..743022a 100644 --- a/docs/view.rst +++ b/docs/view.rst @@ -9,6 +9,7 @@ You have the options of text view and tree view. The main difference is that the tree view has the capabilities to traverse the objects to see what objects were compared to what other objects. While the view options decide the format of the output that is mostly machine readable, regardless of the view you choose, you can get a more human readable output by using the pretty() method. +DeepDiff also offers other specialized views such as the :doc:`colored_view` (which includes a compact variant) and :doc:`delta` view for specific use cases. .. _text_view_label: diff --git a/tests/test_colored_view.py b/tests/test_colored_view.py new file mode 100644 index 0000000..3c8c1a5 --- /dev/null +++ b/tests/test_colored_view.py @@ -0,0 +1,427 @@ +from deepdiff import DeepDiff +from deepdiff.helper import COLORED_VIEW, COLORED_COMPACT_VIEW +from deepdiff.colored_view import RED, GREEN, RESET + + +def test_colored_view_basic(): + t1 = { + "name": "John", + "age": 30, + "gender": "male", + "scores": [1, 2, 3], + "address": { + "city": "New York", + "zip": "10001", + }, + } + + t2 = { + "name": "John", + "age": 31, # Changed + "scores": [1, 2, 4], # Changed + "address": { + "city": "Boston", # Changed + "zip": "10001", + }, + "team": "abc", # Added + } + + diff = DeepDiff(t1, t2, view=COLORED_VIEW) + result = str(diff) + + expected = f'''{{ + "name": "John", + "age": {RED}30{RESET} -> {GREEN}31{RESET}, + "scores": [ + 1, + 2, + {RED}3{RESET} -> {GREEN}4{RESET} + ], + "address": {{ + "city": {RED}"New York"{RESET} -> {GREEN}"Boston"{RESET}, + "zip": "10001" + }}, + {GREEN}"team": {GREEN}"abc"{RESET}{RESET}, + {RED}"gender": {RED}"male"{RESET}{RESET} +}}''' + assert result == expected + + +def test_colored_view_nested_changes(): + t1 = { + "level1": { + "level2": { + "level3": { + "level4": True + } + } + } + } + + t2 = { + "level1": { + "level2": { + "level3": { + "level4": False + } + } + } + } + + diff = DeepDiff(t1, t2, view=COLORED_VIEW) + result = str(diff) + + expected = f'''{{ + "level1": {{ + "level2": {{ + "level3": {{ + "level4": {RED}true{RESET} -> {GREEN}false{RESET} + }} + }} + }} +}}''' + assert result == expected + + +def test_colored_view_list_changes(): + t1 = [1, 2, 3, 4] + t2 = [1, 5, 3, 6] + + diff = DeepDiff(t1, t2, view=COLORED_VIEW) + result = str(diff) + + expected = f'''[ + 1, + {RED}2{RESET} -> {GREEN}5{RESET}, + 3, + {RED}4{RESET} -> {GREEN}6{RESET} +]''' + assert result == expected + + +def test_colored_view_list_deletions(): + t1 = [1, 2, 3, 4, 5, 6] + t2 = [2, 4] + + diff = DeepDiff(t1, t2, view=COLORED_VIEW) + result = str(diff) + + expected = f'''[ + {RED}1{RESET}, + 2, + {RED}3{RESET}, + 4, + {RED}5{RESET}, + {RED}6{RESET} +]''' + assert result == expected + + +def test_colored_view_list_additions(): + t1 = [2, 4] + t2 = [1, 2, 3, 4, 5] + + diff = DeepDiff(t1, t2, view=COLORED_VIEW) + result = str(diff) + + expected = f'''[ + {GREEN}1{RESET}, + 2, + {GREEN}3{RESET}, + 4, + {GREEN}5{RESET} +]''' + assert result == expected + + +def test_colored_view_list_changes_deletions(): + t1 = [1, 5, 7, 3, 6] + t2 = [1, 2, 3, 4] + + diff = DeepDiff(t1, t2, view=COLORED_VIEW) + result = str(diff) + + expected = f'''[ + 1, + {RED}5{RESET} -> {GREEN}2{RESET}, + {RED}7{RESET}, + 3, + {RED}6{RESET} -> {GREEN}4{RESET} +]''' + assert result == expected + + +def test_colored_view_list_changes_additions(): + t1 = [1, 2, 3, 4] + t2 = [1, 5, 7, 3, 6] + + diff = DeepDiff(t1, t2, view=COLORED_VIEW) + result = str(diff) + + expected = f'''[ + 1, + {RED}2{RESET} -> {GREEN}5{RESET}, + {GREEN}7{RESET}, + 3, + {RED}4{RESET} -> {GREEN}6{RESET} +]''' + assert result == expected + + +def test_colored_view_list_no_changes_with_ignore_order(): + t1 = [1, 2, 3] + t2 = [3, 2, 1] + + diff = DeepDiff(t1, t2, view=COLORED_VIEW, ignore_order=True) + result = str(diff) + + expected = '''[ + 3, + 2, + 1 +]''' + assert result == expected + + +def test_colored_view_list_with_ignore_order(): + t1 = { + "hobbies": [ + "reading", + "hiking" + ] + } + + t2 = { + "hobbies": [ + "hiking", + "painting", + "coding" + ] + } + + diff = DeepDiff(t1, t2, view=COLORED_VIEW, ignore_order=True) + result = str(diff) + + expected = f'''{{ + "hobbies": [ + {RED}"reading"{RESET}, + "hiking", + {GREEN}"painting"{RESET}, + {GREEN}"coding"{RESET} + ] +}}''' + assert result == expected + + +def test_colored_view_no_changes(): + t1 = {"a": 1, "b": 2} + t2 = {"a": 1, "b": 2} + + diff = DeepDiff(t1, t2, view=COLORED_VIEW) + result = str(diff) + + expected = '''{ + "a": 1, + "b": 2 +}''' + assert result == expected + + +def test_compact_view_basic(): + t1 = { + "name": "John", + "age": 30, + "gender": "male", + "scores": [1, 2, 3], + "address": { + "city": "New York", + "zip": "10001", + "details": { + "type": "apartment", + "floor": 5 + } + }, + "hobbies": ["reading", {"sport": "tennis", "level": "advanced"}] + } + + t2 = { + "name": "John", + "age": 31, # Changed + "scores": [1, 2, 4], # Changed + "address": { + "city": "Boston", # Changed + "zip": "10001", + "details": { + "type": "apartment", + "floor": 5 + } + }, + "team": "abc", # Added + "hobbies": ["reading", {"sport": "tennis", "level": "advanced"}] + } + + diff = DeepDiff(t1, t2, view=COLORED_COMPACT_VIEW) + result = str(diff) + + expected = f'''{{ + "name": "John", + "age": {RED}30{RESET} -> {GREEN}31{RESET}, + "scores": [ + 1, + 2, + {RED}3{RESET} -> {GREEN}4{RESET} + ], + "address": {{ + "city": {RED}"New York"{RESET} -> {GREEN}"Boston"{RESET}, + "zip": "10001", + "details": {{...}} + }}, + {GREEN}"team": {GREEN}"abc"{RESET}{RESET}, + "hobbies": [...], + {RED}"gender": {RED}"male"{RESET}{RESET} +}}''' + assert result == expected + + +def test_compact_view_nested_changes(): + t1 = { + "level1": { + "unchanged1": { + "deep1": True, + "deep2": [1, 2, 3] + }, + "level2": { + "a": 1, + "b": "test", + "c": [1, 2, 3], + "d": {"x": 1, "y": 2} + }, + "unchanged2": [1, 2, {"a": 1}] + } + } + + t2 = { + "level1": { + "unchanged1": { + "deep1": True, + "deep2": [1, 2, 3] + }, + "level2": { + "a": 2, # Changed + "b": "test", + "c": [1, 2, 4], # Changed + "d": {"x": 1, "y": 3} # Changed + }, + "unchanged2": [1, 2, {"a": 1}] + } + } + + diff = DeepDiff(t1, t2, view=COLORED_COMPACT_VIEW) + result = str(diff) + + expected = f'''{{ + "level1": {{ + "unchanged1": {{...}}, + "level2": {{ + "a": {RED}1{RESET} -> {GREEN}2{RESET}, + "b": "test", + "c": [ + 1, + 2, + {RED}3{RESET} -> {GREEN}4{RESET} + ], + "d": {{ + "x": 1, + "y": {RED}2{RESET} -> {GREEN}3{RESET} + }} + }}, + "unchanged2": [...] + }} +}}''' + assert result == expected + + +def test_compact_view_no_changes(): + # Test with dict + t1 = {"a": 1, "b": [1, 2], "c": {"x": True}} + t2 = {"a": 1, "b": [1, 2], "c": {"x": True}} + diff = DeepDiff(t1, t2, view=COLORED_COMPACT_VIEW) + assert str(diff) == "{...}" + + # Test with list + t1 = [1, {"a": 1}, [1, 2]] + t2 = [1, {"a": 1}, [1, 2]] + diff = DeepDiff(t1, t2, view=COLORED_COMPACT_VIEW) + assert str(diff) == "[...]" + + +def test_compact_view_list_changes(): + t1 = [1, {"a": 1, "b": {"x": 1, "y": 2}}, [1, 2, {"z": 3}]] + t2 = [1, {"a": 2, "b": {"x": 1, "y": 2}}, [1, 2, {"z": 3}]] + + diff = DeepDiff(t1, t2, view=COLORED_COMPACT_VIEW) + result = str(diff) + + expected = f'''[ + 1, + {{ + "a": {RED}1{RESET} -> {GREEN}2{RESET}, + "b": {{...}} + }}, + [...] +]''' + assert result == expected + + +def test_compact_view_primitive_siblings(): + t1 = { + "changed": 1, + "str_sibling": "hello", + "int_sibling": 42, + "bool_sibling": True, + "nested_sibling": {"a": 1, "b": 2} + } + + t2 = { + "changed": 2, + "str_sibling": "hello", + "int_sibling": 42, + "bool_sibling": True, + "nested_sibling": {"a": 1, "b": 2} + } + + diff = DeepDiff(t1, t2, view=COLORED_COMPACT_VIEW) + result = str(diff) + + expected = f'''{{ + "changed": {RED}1{RESET} -> {GREEN}2{RESET}, + "str_sibling": "hello", + "int_sibling": 42, + "bool_sibling": true, + "nested_sibling": {{...}} +}}''' + assert result == expected + + +def test_colored_view_bool_evaluation(): + # Test COLORED_VIEW + # Scenario 1: No differences + t1_no_diff = {"a": 1, "b": 2} + t2_no_diff = {"a": 1, "b": 2} + diff_no_diff_colored = DeepDiff(t1_no_diff, t2_no_diff, view=COLORED_VIEW) + assert not bool(diff_no_diff_colored), "bool(diff) should be False when no diffs (colored view)" + + # Scenario 2: With differences + t1_with_diff = {"a": 1, "b": 2} + t2_with_diff = {"a": 1, "b": 3} + diff_with_diff_colored = DeepDiff(t1_with_diff, t2_with_diff, view=COLORED_VIEW) + assert bool(diff_with_diff_colored), "bool(diff) should be True when diffs exist (colored view)" + + # Test COLORED_COMPACT_VIEW + # Scenario 1: No differences + diff_no_diff_compact = DeepDiff(t1_no_diff, t2_no_diff, view=COLORED_COMPACT_VIEW) + assert not bool(diff_no_diff_compact), "bool(diff) should be False when no diffs (compact view)" + + # Scenario 2: With differences + diff_with_diff_compact = DeepDiff(t1_with_diff, t2_with_diff, view=COLORED_COMPACT_VIEW) + assert bool(diff_with_diff_compact), "bool(diff) should be True when diffs exist (compact view)" diff --git a/tests/test_delta.py b/tests/test_delta.py index 0dbc895..f8e8fb7 100644 --- a/tests/test_delta.py +++ b/tests/test_delta.py @@ -1,5 +1,6 @@ import copy import datetime +from typing import NamedTuple import pytest import os import io @@ -195,7 +196,8 @@ def test_simple_set_elem_value(self): delta._simple_set_elem_value( obj={}, elem={1}, value=None, action=GET, path_for_err_reporting='mypath') assert str(excinfo.value) in {"Failed to set mypath due to unhashable type: 'set'", - "Failed to set mypath due to 'set' objects are unhashable"} + "Failed to set mypath due to 'set' objects are unhashable", + "Failed to set mypath due to cannot use 'set' as a dict key (unhashable type: 'set')"} def test_simple_delete_elem(self): delta = Delta({}, raise_errors=True) @@ -624,7 +626,26 @@ def compare_func(item1, item2, level=None): assert flat_rows_list == preserved_flat_dict_list assert flat_rows_list == flat_rows_list_again + def test_namedtuple_add_delta(self): + class Point(NamedTuple): + x: int + y: int + p1 = Point(1, 1) + p2 = Point(1, 2) + diff = DeepDiff(p1, p2) + delta = Delta(diff) + assert p2 == p1 + delta + + def test_namedtuple_frozenset_add_delta(self): + class Article(NamedTuple): + tags: frozenset + a1 = Article(frozenset(["a" ])) + a2 = Article(frozenset(["a", "b"])) + diff = DeepDiff(a1, a2) + delta = Delta(diff) + assert a2 == a1 + delta + picklalbe_obj_without_item = PicklableClass(11) del picklalbe_obj_without_item.item diff --git a/tests/test_diff_other.py b/tests/test_diff_other.py index 067ee66..316b98b 100644 --- a/tests/test_diff_other.py +++ b/tests/test_diff_other.py @@ -12,6 +12,7 @@ PURGE_LEVEL_RANGE_MSG) from concurrent.futures.process import ProcessPoolExecutor from concurrent.futures import as_completed +from ipaddress import IPv4Address # Only the prep part of DeepHash. We don't need to test the actual hash function. DeepHashPrep = partial(DeepHash, apply_hash=False) @@ -200,3 +201,9 @@ def test_multi_processing3_deephash(self): for future in as_completed(futures, timeout=10): assert not future._exception assert expected_result == future._result + + def test_ip_address_diff(self): + ip1 = IPv4Address("128.0.0.1") + ip2 = IPv4Address("128.0.0.2") + diff = DeepDiff(ip1, ip2) + assert {'values_changed': {'root': {'new_value': IPv4Address('128.0.0.2'), 'old_value': IPv4Address('128.0.0.1')}}} == diff diff --git a/tests/test_serialization.py b/tests/test_serialization.py index 6f16cdc..5d2f217 100644 --- a/tests/test_serialization.py +++ b/tests/test_serialization.py @@ -1,4 +1,5 @@ #!/usr/bin/env python +from ipaddress import IPv4Address import os import json import sys @@ -9,6 +10,7 @@ from pickle import UnpicklingError from decimal import Decimal from collections import Counter +from pydantic import BaseModel, IPvAnyAddress from deepdiff import DeepDiff from deepdiff.helper import pypy3, py_current_version, np_ndarray, Opcode, SetOrdered from deepdiff.serialization import ( @@ -25,6 +27,11 @@ t2 = {1: 1, 2: 2, 3: 3, 4: {"a": "hello", "b": "world\n\n\nEnd"}} +class SampleSchema(BaseModel): + works: bool = False + ips: list[IPvAnyAddress] + + class SomeStats(NamedTuple): counter: Optional[Counter] context_aware_counter: Optional[Counter] = None @@ -84,8 +91,7 @@ class B: t1 = A() t2 = B() ddiff = DeepDiff(t1, t2) - with pytest.raises(TypeError): - ddiff.to_json() + assert r'{"type_changes":{"root":{"old_type":"A","new_type":"B","old_value":{},"new_value":{}}}}' == ddiff.to_json() def test_serialize_custom_objects_with_default_mapping(self): class A: @@ -115,6 +121,16 @@ def test_to_dict_at_different_verbose_level(self, verbose_level, expected): ddiff = DeepDiff(t1, t2, verbose_level=verbose_level) assert expected == ddiff.to_dict() + def test_serialize_pydantic_model(self): + obj = SampleSchema( + works=True, + ips=["128.0.0.1"] + ) + serialized = json_dumps(obj) + 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