diff --git a/.bumpversion.cfg b/.bumpversion.cfg index de8f06d2..c6206780 100644 --- a/.bumpversion.cfg +++ b/.bumpversion.cfg @@ -1,5 +1,5 @@ [bumpversion] -current_version = 8.6.2 +current_version = 8.7.0 commit = True tag = True tag_name = {new_version} diff --git a/.github/ISSUE_TEMPLATE/bug_report.md b/.github/ISSUE_TEMPLATE/bug_report.md index 491eb27f..5bfc0139 100644 --- a/.github/ISSUE_TEMPLATE/bug_report.md +++ b/.github/ISSUE_TEMPLATE/bug_report.md @@ -21,7 +21,7 @@ A clear and concise description of what you expected to happen. **OS, DeepDiff version and Python version (please complete the following information):** - OS: [e.g. Ubuntu] - Version [e.g. 20LTS] - - Python Version [e.g. 3.9.12] + - Python Version [e.g. 3.10.12] - DeepDiff Version [e.g. 5.8.0] **Additional context** diff --git a/.github/workflows/main.yaml b/.github/workflows/main.yaml index 94d4da36..0a751d29 100644 --- a/.github/workflows/main.yaml +++ b/.github/workflows/main.yaml @@ -8,10 +8,10 @@ jobs: build: runs-on: ubuntu-latest env: - DEFAULT_PYTHON: '3.12' + DEFAULT_PYTHON: '3.14' strategy: matrix: - python-version: ['3.9','3.10','3.11','3.12','3.13'] + python-version: ['3.10','3.11','3.12','3.13','3.14'] architecture: ['x64'] steps: @@ -29,18 +29,18 @@ jobs: run: pip install nox==2025.5.1 - name: Lint with flake8 - if: ${{ matrix.python-version == '3.12' }} + if: ${{ matrix.python-version == '3.14' }} run: | nox -s flake8 -- deepdiff --count --select=E9,F63,F7,F82 --show-source --statistics nox -s flake8 -- deepdiff --count --exit-zero --max-complexity=26 --max-line-length=250 --statistics - name: Test with pytest (no coverage) - if: ${{ matrix.python-version != '3.12' }} + if: ${{ matrix.python-version != '3.14' }} run: | nox -s pytest-${{ matrix.python-version }} -- --benchmark-disable tests/ - name: Test with pytest (+ coverage) - if: ${{ matrix.python-version == '3.12' }} + if: ${{ matrix.python-version == '3.14' }} run: | nox -s pytest-${{ matrix.python-version }} -- \ --benchmark-disable \ @@ -49,7 +49,7 @@ jobs: tests/ --runslow - name: Upload coverage - if: ${{ matrix.python-version == '3.12' }} + if: ${{ matrix.python-version == '3.14' }} uses: codecov/codecov-action@v4 with: token: ${{ secrets.CODECOV_TOKEN }} diff --git a/AGENTS.md b/AGENTS.md new file mode 120000 index 00000000..681311eb --- /dev/null +++ b/AGENTS.md @@ -0,0 +1 @@ +CLAUDE.md \ No newline at end of file diff --git a/AUTHORS.md b/AUTHORS.md index 997cd5ec..4698764c 100644 --- a/AUTHORS.md +++ b/AUTHORS.md @@ -77,3 +77,11 @@ Authors in order of the timeline of their contributions: - [Enji Cooper](https://github.com/ngie-eign) for converting legacy setuptools use to pyproject.toml - [Diogo Correia](https://github.com/diogotcorreia) for reporting security vulnerability in Delta and DeepDiff that could allow remote code execution. - [am-periphery](https://github.com/am-periphery) for reporting CVE-2026-33155: denial-of-service via crafted pickle payloads triggering massive memory allocation. +- [echan5](https://github.com/echan5) for adding callable `group_by` support. +- [yannrouillard](https://github.com/yannrouillard) for fixing colored view display when all list items are removed. +- [tpvasconcelos](https://github.com/tpvasconcelos) for fixing `__slots__` handling for objects with `__getattr__`. +- [devin13cox](https://github.com/devin13cox) for always using t1 path for reporting. +- [vitalis89](https://github.com/vitalis89) for fixing `ignore_keys` issue in `detailed__dict__`. +- [ljames8](https://github.com/ljames8) for fixing logarithmic similarity type hint. +- [srini047](https://github.com/srini047) for fixing README typo. +- [Nagato-Yuzuru](https://github.com/Nagato-Yuzuru) for colored view tests. diff --git a/CHANGELOG.md b/CHANGELOG.md index 7e5a954b..191ee0da 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -1,8 +1,23 @@ # DeepDiff Change log +- v8-7-0 + - migration note: + - `to_dict()` and `to_json()` now accept a `verbose_level` parameter and always return a usable text-view dict. When the original view is `'tree'`, they default to `verbose_level=2` for full detail. The old `view_override` parameter is removed. To get the previous results, you will need to pass the explicit verbose_level to `to_json` and `to_dict` if you are using the tree view. + - Dropping support for Python 3.9 + - Support for python 3.14 + - Added support for callable `group_by` thanks to [echan5](https://github.com/echan5) + - Added `FlatDeltaDict` TypedDict for `to_flat_dicts` return type + - Fixed colored view display when all list items are removed thanks to [yannrouillard](https://github.com/yannrouillard) + - Fixed `hasattr()` swallowing `AttributeError` in `__slots__` handling for objects with `__getattr__` thanks to [tpvasconcelos](https://github.com/tpvasconcelos) + - Fixed `ignore_order=True` missing int-vs-float type changes + - Always use t1 path for reporting thanks to [devin13cox](https://github.com/devin13cox) + - Fixed `_convert_oversized_ints` failing on NamedTuples + - Fixed orjson `TypeError` for integers exceeding 64-bit range + - Fixed parameter bug in `to_flat_dicts` where `include_action_in_path` and `report_type_changes` were not being passed through + - Fixed `ignore_keys` issue in `detailed__dict__` thanks to [vitalis89](https://github.com/vitalis89) + - Fixed logarithmic similarity type hint thanks to [ljames8](https://github.com/ljames8) - v8-6-2 - Security fix (CVE-2026-33155): Prevent denial-of-service via crafted pickle payloads that trigger massive memory allocation through the REDUCE opcode. Size-sensitive callables like `bytes()` and `bytearray()` are now wrapped to reject allocations exceeding 128 MB. - - v8-6-1 - Patched security vulnerability in the Delta class which was vulnerable to class pollution via its constructor, and when combined with a gadget available in DeltaDiff itself, it could lead to Denial of Service and Remote Code Execution (via insecure Pickle deserialization). diff --git a/CITATION.cff b/CITATION.cff index eb42cc12..efd1029e 100644 --- a/CITATION.cff +++ b/CITATION.cff @@ -5,6 +5,6 @@ authors: given-names: "Sep" orcid: "https://orcid.org/0009-0009-5828-4345" title: "DeepDiff" -version: 8.6.2 -date-released: 2024 +version: 8.7.0 +date-released: 2026 url: "https://github.com/seperman/deepdiff" diff --git a/CLAUDE.md b/CLAUDE.md index 91970f1b..f338c4b1 100644 --- a/CLAUDE.md +++ b/CLAUDE.md @@ -101,7 +101,7 @@ nox ## Development Notes -- **Python Support**: 3.9+ and PyPy3 +- **Python Support**: 3.10+ 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` diff --git a/LICENSE b/LICENSE index e09c3d78..79b7dfe1 100644 --- a/LICENSE +++ b/LICENSE @@ -1,7 +1,8 @@ The MIT License (MIT) -Copyright (c) 2014 - 2021 Sep Dehpour (Seperman) and contributors -www.zepworks.com +Copyright (c) 2014 - 2026 Sep Dehpour (Seperman) and contributors +qluster.ai +zepworks.com Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal diff --git a/README.md b/README.md index bc67d59b..c3149d5e 100644 --- a/README.md +++ b/README.md @@ -1,4 +1,4 @@ -# DeepDiff v 8.6.2 +# DeepDiff v 8.7.0 ![Downloads](https://img.shields.io/pypi/dm/deepdiff.svg?style=flat) ![Python Versions](https://img.shields.io/pypi/pyversions/deepdiff.svg?style=flat) @@ -6,6 +6,10 @@ [![Build Status](https://github.com/seperman/deepdiff/workflows/Unit%20Tests/badge.svg)](https://github.com/seperman/deepdiff/actions) [![codecov](https://codecov.io/gh/seperman/deepdiff/branch/master/graph/badge.svg?token=KkHZ3siA3m)](https://codecov.io/gh/seperman/deepdiff) +**DeepDiff is now part of [Qluster](https://qluster.ai).** + +*If you're building workflows around data validation and correction, [Qluster](https://qluster.ai) gives your team a structured way to manage rules, review failures, approve fixes, and reuse decisions—without building the entire system from scratch.* + ## Modules - [DeepDiff](https://zepworks.com/deepdiff/current/diff.html): Deep Difference of dictionaries, iterables, strings, and ANY other object. @@ -15,14 +19,31 @@ - [Extract](https://zepworks.com/deepdiff/current/extract.html): Extract an item from a nested Python object using its path. - [commandline](https://zepworks.com/deepdiff/current/commandline.html): Use DeepDiff from commandline. -Tested on Python 3.9+ and PyPy3. +Tested on Python 3.10+ and PyPy3. -- **[Documentation](https://zepworks.com/deepdiff/8.6.2/)** +- **[Documentation](https://zepworks.com/deepdiff/8.7.0/)** ## What is new? Please check the [ChangeLog](CHANGELOG.md) file for the detailed information. +DeepDiff 8-7-0 +- migration note: + - `to_dict()` and `to_json()` now accept a `verbose_level` parameter and always return a usable text-view dict. When the original view is `'tree'`, they default to `verbose_level=2` for full detail. The old `view_override` parameter is removed. To get the previous results, you will need to pass the explicit verbose_level to `to_json` and `to_dict` if you are using the tree view. +- Dropping support for Python 3.9 +- Support for python 3.14 +- Added support for callable `group_by` thanks to @echan5 +- Added `FlatDeltaDict` TypedDict for `to_flat_dicts` return type +- Fixed colored view display when all list items are removed thanks to @yannrouillard +- Fixed `hasattr()` swallowing `AttributeError` in `__slots__` handling for objects with `__getattr__` thanks to @tpvasconcelos +- Fixed `ignore_order=True` missing int-vs-float type changes +- Always use t1 path for reporting thanks to @devin13cox +- Fixed `_convert_oversized_ints` failing on NamedTuples +- Fixed orjson `TypeError` for integers exceeding 64-bit range +- Fixed parameter bug in `to_flat_dicts` where `include_action_in_path` and `report_type_changes` were not being passed through +- Fixed `ignore_keys` issue in `detailed__dict__` thanks to @vitalis89 +- Fixed logarithmic similarity type hint thanks to @ljames8 + DeepDiff 8-6-2 - **Security (CVE-2026-33155):** Fixed a memory exhaustion DoS vulnerability in `_RestrictedUnpickler` by limiting the maximum allocation size for `bytes` and `bytearray` during deserialization. @@ -84,7 +105,7 @@ If you want to improve the performance of DeepDiff with certain functionalities Install optional packages: - [yaml](https://pypi.org/project/PyYAML/) - [tomli](https://pypi.org/project/tomli/) (python 3.10 and older) and [tomli-w](https://pypi.org/project/tomli-w/) for writing -- [clevercsv](https://pypi.org/project/clevercsv/) for more rubust CSV parsing +- [clevercsv](https://pypi.org/project/clevercsv/) for more robust CSV parsing - [orjson](https://pypi.org/project/orjson/) for speed and memory optimized parsing - [pydantic](https://pypi.org/project/pydantic/) @@ -93,17 +114,6 @@ Install optional packages: -### A message from Sep, the creator of DeepDiff - -> 👋 Hi there, -> -> Thank you for using DeepDiff! -> As an engineer, I understand the frustration of wrestling with **unruly data** in pipelines. -> That's why I developed a new tool - [Qluster](https://qluster.ai/solution) to empower non-engineers to control and resolve data issues at scale autonomously and **stop bugging the engineers**! 🛠️ -> -> If you are going through this pain now, I would love to give you [early access](https://www.qluster.ai/try-qluster) to Qluster and get your feedback. - - # ChangeLog Please take a look at the [CHANGELOG](CHANGELOG.md) file. diff --git a/deepdiff/__init__.py b/deepdiff/__init__.py index ebcd6885..754f3c87 100644 --- a/deepdiff/__init__.py +++ b/deepdiff/__init__.py @@ -1,6 +1,6 @@ """This module offers the DeepDiff, DeepSearch, grep, Delta and DeepHash classes.""" # flake8: noqa -__version__ = '8.6.2' +__version__ = '8.7.0' import logging if __name__ == '__main__': diff --git a/deepdiff/colored_view.py b/deepdiff/colored_view.py index 2463dcbf..5f6c6239 100644 --- a/deepdiff/colored_view.py +++ b/deepdiff/colored_view.py @@ -109,9 +109,10 @@ def _colorize_json(self, obj: Any, path: str = 'root', indent: int = 0) -> str: 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) + if not obj and not removed_map: + return '[]' + for index in removed_map: self._colorize_skip_paths.add(f"{path}[{index}]") diff --git a/deepdiff/deephash.py b/deepdiff/deephash.py index 8ac51ae4..5dc8d829 100644 --- a/deepdiff/deephash.py +++ b/deepdiff/deephash.py @@ -2,14 +2,14 @@ import logging import datetime import uuid -from typing import Union, Optional, Any, List, TYPE_CHECKING, Dict, Tuple, Set, Callable, Iterator, Generator, TypeVar, Protocol +from typing import Union, Optional, Any, List, TYPE_CHECKING, Dict, Tuple, Set, Callable, Generator from collections.abc import Iterable, MutableMapping from collections import defaultdict from hashlib import sha1, sha256 from pathlib import Path from enum import Enum import re -from deepdiff.helper import (strings, numbers, times, unprocessed, not_hashed, add_to_frozen_set, +from deepdiff.helper import (strings, numbers, only_numbers, times, unprocessed, not_hashed, add_to_frozen_set, convert_item_or_items_into_set_else_none, get_doc, ipranges, convert_item_or_items_into_compiled_regexes_else_none, get_id, type_is_subclass_of_type_group, type_in_type_group, @@ -20,8 +20,6 @@ if TYPE_CHECKING: from pytz.tzinfo import BaseTzInfo - import pandas as pd - import polars as pl import numpy as np # Type aliases for better readability @@ -278,10 +276,34 @@ def __init__(self, sha1hex: Callable[[Union[str, bytes]], str] = sha1hex def __getitem__(self, obj: Any, extract_index: Optional[int] = 0) -> Any: - return self._getitem(self.hashes, obj, extract_index=extract_index, use_enum_value=self.use_enum_value) + return self._getitem(self.hashes, obj, extract_index=extract_index, + use_enum_value=self.use_enum_value, + ignore_numeric_type_changes=self.ignore_numeric_type_changes) @staticmethod - def _getitem(hashes: Dict[Any, Any], obj: Any, extract_index: Optional[int] = 0, use_enum_value: bool = False) -> Any: + def _get_slots_dict(obj: Any) -> Dict[str, Any]: + """Get a dict of initialized slot attributes. + + Uses object.__getattribute__ to check each slot directly, bypassing + __getattr__. For uninitialized slots on classes that define __getattr__, + falls back to getattr — letting it raise if the object is truly broken. + """ + result = {} + has_getattr = hasattr(type(obj), '__getattr__') + for slot in obj.__slots__: + try: + result[slot] = object.__getattribute__(obj, slot) + except AttributeError: + if has_getattr: + # The slot isn't initialized, but the class defines __getattr__. + # Try the normal getattr to let __getattr__ provide a value or + # raise — if it raises, we propagate to fail the strategy. + result[slot] = getattr(obj, slot) + return result + + @staticmethod + def _getitem(hashes: Dict[Any, Any], obj: Any, extract_index: Optional[int] = 0, + use_enum_value: bool = False, ignore_numeric_type_changes: bool = False) -> Any: """ extract_index is zero for hash and 1 for count and None to get them both. To keep it backward compatible, we only get the hash by default so it is set to zero by default. @@ -294,6 +316,7 @@ def _getitem(hashes: Dict[Any, Any], obj: Any, extract_index: Optional[int] = 0, key = BoolObj.FALSE elif use_enum_value and isinstance(obj, Enum): key = obj.value + key = DeepHash._make_hash_key_for_lookup(key, ignore_numeric_type_changes=ignore_numeric_type_changes) result_n_count: Tuple[Any, int] = (None, 0) # type: ignore @@ -312,9 +335,10 @@ def _getitem(hashes: Dict[Any, Any], obj: Any, extract_index: Optional[int] = 0, return result_n_count if extract_index is None else result_n_count[extract_index] def __contains__(self, obj: Any) -> bool: + key = self._make_hash_key(obj) result = False try: - result = obj in self.hashes + result = key in self.hashes except (TypeError, KeyError): result = False if not result: @@ -327,21 +351,32 @@ def get(self, key: Any, default: Any = None, extract_index: Optional[int] = 0) - It can extract the hash for a given key that is already calculated when extract_index=0 or the count of items that went to building the object whenextract_index=1. """ - return self.get_key(self.hashes, key, default=default, extract_index=extract_index) + return self.get_key(self.hashes, key, default=default, extract_index=extract_index, + ignore_numeric_type_changes=self.ignore_numeric_type_changes) @staticmethod - def get_key(hashes: Dict[Any, Any], key: Any, default: Any = None, extract_index: Optional[int] = 0, use_enum_value: bool = False) -> Any: + def get_key(hashes: Dict[Any, Any], key: Any, default: Any = None, extract_index: Optional[int] = 0, + use_enum_value: bool = False, ignore_numeric_type_changes: bool = False) -> Any: """ get_key method for the hashes dictionary. It can extract the hash for a given key that is already calculated when extract_index=0 or the count of items that went to building the object whenextract_index=1. """ try: - result = DeepHash._getitem(hashes, key, extract_index=extract_index, use_enum_value=use_enum_value) + result = DeepHash._getitem(hashes, key, extract_index=extract_index, + use_enum_value=use_enum_value, + ignore_numeric_type_changes=ignore_numeric_type_changes) except KeyError: result = default return result + @staticmethod + def _unwrap_hash_key(key: Any) -> Any: + """Unwrap a (type, value) hash key back to the original value for public API.""" + if isinstance(key, tuple) and len(key) == 2 and isinstance(key[0], type) and isinstance(key[1], only_numbers): + return key[1] + return key + def _get_objects_to_hashes_dict(self, extract_index: Optional[int] = 0) -> Dict[Any, Any]: """ A dictionary containing only the objects to hashes, @@ -350,6 +385,7 @@ def _get_objects_to_hashes_dict(self, extract_index: Optional[int] = 0) -> Dict[ """ result = dict_() for key, value in self.hashes.items(): + key = self._unwrap_hash_key(key) if key is UNPROCESSED_KEY: result[key] = value else: @@ -379,13 +415,13 @@ def __bool__(self) -> bool: return bool(self.hashes) def keys(self) -> Any: - return self.hashes.keys() + return [self._unwrap_hash_key(k) for k in self.hashes.keys()] def values(self) -> Generator[Any, None, None]: return (i[0] for i in self.hashes.values()) # Just grab the item and not its count def items(self) -> Generator[Tuple[Any, Any], None, None]: - return ((i, v[0]) for i, v in self.hashes.items()) + return ((self._unwrap_hash_key(i), v[0]) for i, v in self.hashes.items()) def _prep_obj(self, obj: Any, parent: str, parents_ids: frozenset = EMPTY_FROZENSET, is_namedtuple: bool = False, is_pydantic_object: bool = False) -> HashTuple: """prepping objects""" @@ -400,7 +436,7 @@ def _prep_obj(self, obj: Any, parent: str, parents_ids: frozenset = EMPTY_FROZEN obj_to_dict_strategies.append(lambda o: o.__dict__) if hasattr(obj, "__slots__"): - obj_to_dict_strategies.append(lambda o: {i: getattr(o, i) for i in o.__slots__}) + obj_to_dict_strategies.append(lambda o: DeepHash._get_slots_dict(o)) else: import inspect obj_to_dict_strategies.append(lambda o: dict(inspect.getmembers(o, lambda m: not inspect.isroutine(m)))) @@ -557,6 +593,26 @@ def _prep_tuple(self, obj: tuple, parent: str, parents_ids: frozenset) -> HashTu result, counts = self._prep_obj(obj, parent, parents_ids=parents_ids, is_namedtuple=True) return result, counts + def _make_hash_key(self, obj: Any) -> Any: + """ + Create a key for the hashes dict that distinguishes numeric types. + + In Python, 1 == 1.0 and hash(1) == hash(1.0), so int and float values + collide as dict keys. When ignore_numeric_type_changes is False, we wrap + numeric objects as (type, value) tuples so that each type gets its own + cache entry and its own hash. + """ + if not self.ignore_numeric_type_changes and isinstance(obj, only_numbers): + return (type(obj), obj) + return obj + + @staticmethod + def _make_hash_key_for_lookup(obj: Any, ignore_numeric_type_changes: bool = False) -> Any: + """Static version of _make_hash_key for use in static accessor methods.""" + if not ignore_numeric_type_changes and isinstance(obj, only_numbers): + return (type(obj), obj) + return obj + def _hash(self, obj: Any, parent: str, parents_ids: frozenset = EMPTY_FROZENSET) -> HashTuple: """The main hash method""" counts = 1 @@ -575,8 +631,9 @@ def _hash(self, obj: Any, parent: str, parents_ids: frozenset = EMPTY_FROZENSET) obj = obj.value else: result = not_hashed + hash_key = self._make_hash_key(obj) try: - result, counts = self.hashes[obj] + result, counts = self.hashes[hash_key] except (TypeError, KeyError): pass else: @@ -664,7 +721,7 @@ def gen(): # The hashes will be later used for comparing the objects. # Object to hash when possible otherwise ObjectID to hash try: - self.hashes[obj] = (result, counts) + self.hashes[hash_key] = (result, counts) except TypeError: obj_id = get_id(obj) self.hashes[obj_id] = (result, counts) diff --git a/deepdiff/delta.py b/deepdiff/delta.py index 07745022..d60474d9 100644 --- a/deepdiff/delta.py +++ b/deepdiff/delta.py @@ -1,6 +1,6 @@ import copy import logging -from typing import List, Dict, IO, Callable, Set, Union, Optional, Any +from typing import List, Dict, IO, Callable, Set, Union, Optional, Any, cast from functools import partial, cmp_to_key from collections.abc import Mapping from copy import deepcopy @@ -10,7 +10,7 @@ strings, numbers, np_ndarray, np_array_factory, numpy_dtypes, get_doc, not_found, numpy_dtype_string_to_type, dict_, - Opcode, FlatDeltaRow, UnkownValueCode, FlatDataAction, + Opcode, FlatDeltaRow, FlatDeltaDict, UnkownValueCode, FlatDataAction, OPCODE_TAG_TO_FLAT_DATA_ACTION, FLAT_DATA_ACTION_TO_OPCODE_TAG, SetOrdered, @@ -551,8 +551,14 @@ def _get_elements_and_details(self, path): return elements, parent, parent_to_obj_elem, parent_to_obj_action, obj, elem, action def _do_values_or_type_changed(self, changes, is_type_change=False, verify_changes=True): + compare_func_was_used = self.diff.get('_iterable_compare_func_was_used', False) for path, value in changes.items(): - elem_and_details = self._get_elements_and_details(path) + # When iterable_compare_func is used, DiffLevel.path() inverts use_t2 for + # moved items (see model.py DiffLevel.path). This means dict keys here are + # actually t2 paths and new_path holds the t1 path. Apply at t1 so we + # don't access indices that don't exist yet or modify the wrong item. + apply_path = value['new_path'] if (compare_func_was_used and value.get('new_path')) else path + elem_and_details = self._get_elements_and_details(apply_path) if elem_and_details: elements, parent, parent_to_obj_elem, parent_to_obj_action, obj, elem, action = elem_and_details else: @@ -1065,7 +1071,7 @@ def _from_flat_dicts(flat_dict_list): return result - def to_flat_dicts(self, include_action_in_path=False, report_type_changes=True) -> List[FlatDeltaRow]: + def to_flat_dicts(self, include_action_in_path=False, report_type_changes=True) -> List[FlatDeltaDict]: """ Returns a flat list of actions that is easily machine readable. @@ -1119,9 +1125,9 @@ def to_flat_dicts(self, include_action_in_path=False, report_type_changes=True) attribute_added attribute_removed """ - return [ - i._asdict() for i in self.to_flat_rows(include_action_in_path=False, report_type_changes=True) - ] # type: ignore + return cast(List[FlatDeltaDict], [ + i._asdict() for i in self.to_flat_rows(include_action_in_path=include_action_in_path, report_type_changes=report_type_changes) + ]) def to_flat_rows(self, include_action_in_path=False, report_type_changes=True) -> List[FlatDeltaRow]: """ diff --git a/deepdiff/diff.py b/deepdiff/diff.py index 43ccd00b..9ae954de 100755 --- a/deepdiff/diff.py +++ b/deepdiff/diff.py @@ -157,7 +157,7 @@ def __init__(self, exclude_regex_paths: Union[str, List[str], Pattern[str], List[Pattern[str]], None]=None, exclude_types: Optional[List[type]]=None, get_deep_distance: bool=False, - group_by: Union[str, Tuple[str, str], None]=None, + group_by: Union[str, Tuple[str, str], Callable, None]=None, group_by_sort_key: Union[str, Callable, None]=None, hasher: Optional[Callable]=None, hashes: Optional[Dict[Any, Any]]=None, @@ -943,7 +943,7 @@ def _diff_by_forming_pairs_and_comparing_one_by_one( t2_from_index=None, t2_to_index=None, ): for (i, j), (x, y) in self._get_matching_pairs( - level, + level, t1_from_index=t1_from_index, t1_to_index=t1_to_index, t2_from_index=t2_from_index, t2_to_index=t2_to_index ): @@ -1810,7 +1810,7 @@ def _diff(self, level, parents_ids=frozenset(), _original_type=None, local_tree= else: self._diff_obj(level, parents_ids) - def _get_view_results(self, view): + def _get_view_results(self, view, verbose_level=None): """ Get the results based on the view """ @@ -1820,7 +1820,8 @@ def _get_view_results(self, view): if view == TREE_VIEW: pass elif view == TEXT_VIEW: - result = TextResult(tree_results=self.tree, verbose_level=self.verbose_level) + effective_verbose_level = verbose_level if verbose_level is not None else self.verbose_level + result = TextResult(tree_results=self.tree, verbose_level=effective_verbose_level) result.remove_empty_keys() elif view == DELTA_VIEW: result = self._to_delta_dict(report_repetition_required=False) @@ -1834,7 +1835,32 @@ def _get_view_results(self, view): @staticmethod def _get_key_for_group_by(row, group_by, item_name): + """ + Get the key value to group a row by, using the specified group_by parameter. + + Example + >>> row = {'first': 'John', 'middle': 'Joe', 'last': 'Smith'} + >>> DeepDiff._get_key_for_group_by(row, 'first', 't1') + 'John' + >>> nested_row = {'id': 123, 'demographics': {'names': {'first': 'John', 'middle': 'Joe', 'last': 'Smith'}}} + >>> group_by = lambda x: x['demographics']['names']['first'] + >>> DeepDiff._get_key_for_group_by(nested_row, group_by, 't1') + 'John' + + Args: + row (dict): The dictionary (row) to extract the group by key from. + group_by (str or callable): The key name or function to call to get to the key value to group by. + item_name (str): The name of the item, used for error messages. + + Returns: + str: The key value to group by. + + Raises: + KeyError: If the specified key is not found in the row. + """ try: + if callable(group_by): + return group_by(row) return row.pop(group_by) except KeyError: logger.error("Unable to group {} by {}. The key is missing in {}".format(item_name, group_by, row)) @@ -1914,13 +1940,13 @@ def affected_paths(self): Whether a value was changed or they were added or removed. Example + >>> from pprint import pprint >>> t1 = {1: 1, 2: 2, 3: [3], 4: 4} >>> t2 = {1: 1, 2: 4, 3: [3, 4], 5: 5, 6: 6} >>> ddiff = DeepDiff(t1, t2) - >>> ddiff >>> pprint(ddiff, indent=4) - { 'dictionary_item_added': [root[5], root[6]], - 'dictionary_item_removed': [root[4]], + { 'dictionary_item_added': ['root[5]', 'root[6]'], + 'dictionary_item_removed': ['root[4]'], 'iterable_item_added': {'root[3][1]': 4}, 'values_changed': {'root[2]': {'new_value': 4, 'old_value': 2}}} >>> ddiff.affected_paths @@ -1946,13 +1972,13 @@ def affected_root_keys(self): Whether a value was changed or they were added or removed. Example + >>> from pprint import pprint >>> t1 = {1: 1, 2: 2, 3: [3], 4: 4} >>> t2 = {1: 1, 2: 4, 3: [3, 4], 5: 5, 6: 6} >>> ddiff = DeepDiff(t1, t2) - >>> ddiff >>> pprint(ddiff, indent=4) - { 'dictionary_item_added': [root[5], root[6]], - 'dictionary_item_removed': [root[4]], + { 'dictionary_item_added': ['root[5]', 'root[6]'], + 'dictionary_item_removed': ['root[4]'], 'iterable_item_added': {'root[3][1]': 4}, 'values_changed': {'root[2]': {'new_value': 4, 'old_value': 2}}} >>> ddiff.affected_paths diff --git a/deepdiff/distance.py b/deepdiff/distance.py index af9c54e4..7d627568 100644 --- a/deepdiff/distance.py +++ b/deepdiff/distance.py @@ -14,6 +14,7 @@ class DistanceProtocol(DeepDiffProtocol, Protocol): hashes: dict deephash_parameters: dict + ignore_numeric_type_changes: bool iterable_compare_func: Optional[Callable] math_epsilon: Optional[float] cutoff_distance_for_pairs: float @@ -86,10 +87,12 @@ def __get_item_rough_length(self: "DistanceProtocol", item, parent='root'): """ if not hasattr(self, 'hashes'): raise RuntimeError(DISTANCE_CALCS_NEEDS_CACHE) - length = DeepHash.get_key(self.hashes, key=item, default=None, extract_index=1) + length = DeepHash.get_key(self.hashes, key=item, default=None, extract_index=1, + ignore_numeric_type_changes=self.ignore_numeric_type_changes) if length is None: self.__calculate_item_deephash(item) - length = DeepHash.get_key(self.hashes, key=item, default=None, extract_index=1) + length = DeepHash.get_key(self.hashes, key=item, default=None, extract_index=1, + ignore_numeric_type_changes=self.ignore_numeric_type_changes) return length def __calculate_item_deephash(self: "DistanceProtocol", item: Any) -> None: @@ -184,8 +187,10 @@ def _get_item_length(item, parents_ids=frozenset([])): new_subitem[path_] = new_indexes_to_items subitem = new_subitem - # internal keys such as _numpy_paths should not count towards the distance - if isinstance(key, strings) and (key.startswith('_') or key == 'deep_distance' or key == 'new_path'): + # internal keys such as _numpy_paths should not count towards the distance. + # old_type and old_value are metadata about the previous state, not additional operations. + if isinstance(key, strings) and (key.startswith('_') or key == 'deep_distance' or key == 'new_path' + or key == 'old_type' or key == 'old_value'): continue item_id = id(subitem) @@ -268,7 +273,7 @@ def numpy_apply_log_keep_sign(array, offset=MATH_LOG_OFFSET): return signed_log_values -def logarithmic_similarity(a: NumberType, b: NumberType, threshold: float=0.1) -> float: +def logarithmic_similarity(a: NumberType, b: NumberType, threshold: float=0.1) -> bool: """ A threshold of 0.1 translates to about 10.5% difference. A threshold of 0.5 translates to about 65% difference. diff --git a/deepdiff/helper.py b/deepdiff/helper.py index 1b01931e..d9ed9975 100644 --- a/deepdiff/helper.py +++ b/deepdiff/helper.py @@ -9,7 +9,7 @@ import time import enum import ipaddress -from typing import NamedTuple, Any, List, Optional, Dict, Union, TYPE_CHECKING, Tuple, Iterable, Iterator, Set, FrozenSet, Callable, Pattern, Type, TypeVar, Generic, Literal, overload +from typing import NamedTuple, Any, List, Optional, Dict, Union, TYPE_CHECKING, Tuple, Iterable, Iterator, Set, FrozenSet, Callable, Pattern, Type, TypeVar, Generic, Literal, overload, TypedDict from collections.abc import Mapping, Sequence, Generator from ast import literal_eval from decimal import Decimal, localcontext, InvalidOperation as InvalidDecimalOperation @@ -739,8 +739,8 @@ def detailed__dict__(obj: Any, ignore_private_variables: bool = True, ignore_key else: result = obj.__dict__.copy() # A shallow copy private_var_prefix = f"_{obj.__class__.__name__}__" # The semi private variables in Python get this prefix - for key in ignore_keys: - if key in result or ( + for key in obj.__dict__: + if key in ignore_keys or ( ignore_private_variables and key.startswith('__') and not key.startswith(private_var_prefix) ): del result[key] @@ -843,6 +843,23 @@ class FlatDeltaRow(NamedTuple): __repr__ = __str__ = named_tuple_repr +class _FlatDeltaDictRequired(TypedDict): + path: List + action: FlatDataAction + + +class FlatDeltaDict(_FlatDeltaDictRequired, total=False): + value: Optional[Any] + old_value: Optional[Any] + type: Optional[Any] + old_type: Optional[Any] + new_path: Optional[List] + t1_from_index: Optional[int] + t1_to_index: Optional[int] + t2_from_index: Optional[int] + t2_to_index: Optional[int] + + JSON = Union[Dict[str, str], List[str], List[int], Dict[str, "JSON"], List["JSON"], str, int, float, bool, None] diff --git a/deepdiff/serialization.py b/deepdiff/serialization.py index 49d24d23..b07eef6e 100644 --- a/deepdiff/serialization.py +++ b/deepdiff/serialization.py @@ -24,6 +24,7 @@ strings, get_type, TEXT_VIEW, + TREE_VIEW, np_float32, np_float64, np_int32, @@ -171,7 +172,7 @@ def from_json_pickle(cls, value): except ImportError: # pragma: no cover. Json pickle is getting deprecated. logger.error('jsonpickle library needs to be installed in order to run from_json_pickle') # pragma: no cover. Json pickle is getting deprecated. - def to_json(self, default_mapping: Optional[dict]=None, force_use_builtin_json=False, **kwargs): + def to_json(self, default_mapping: Optional[dict]=None, force_use_builtin_json=False, verbose_level: Optional[int]=None, **kwargs): """ Dump json of the text view. **Parameters** @@ -186,6 +187,8 @@ def to_json(self, default_mapping: Optional[dict]=None, force_use_builtin_json=F When True, we use Python's builtin Json library for serialization, even if Orjson is installed. + verbose_level: int, default=None + Override the verbose_level for the serialized output. See to_dict() for details. kwargs: Any other kwargs you pass will be passed on to Python's json.dumps() @@ -208,7 +211,7 @@ def to_json(self, default_mapping: Optional[dict]=None, force_use_builtin_json=F >>> ddiff.to_json(default_mapping=default_mapping) '{"type_changes": {"root": {"old_type": "A", "new_type": "B", "old_value": "obj A", "new_value": "obj B"}}}' """ - dic = self.to_dict(view_override=TEXT_VIEW) + dic = self.to_dict(verbose_level=verbose_level) return json_dumps( dic, default_mapping=default_mapping, @@ -216,19 +219,27 @@ def to_json(self, default_mapping: Optional[dict]=None, force_use_builtin_json=F **kwargs, ) - def to_dict(self, view_override: Optional[str]=None) -> dict: + def to_dict(self, verbose_level: Optional[int]=None) -> dict: """ - convert the result to a python dictionary. You can override the view type by passing view_override. + Convert the result to a python dictionary. **Parameters** - view_override: view type, default=None, - override the view that was used to generate the diff when converting to the dictionary. - The options are the text or tree. + verbose_level: int, default=None + Override the verbose_level for the serialized output. + When None, the behavior depends on the original view: + - If the original view is 'text', the verbose_level from DeepDiff initialization is used. + - If the original view is 'tree', verbose_level=2 is used to provide the most detailed output. + Valid values are 0, 1, or 2. """ - - view = view_override if view_override else self.view # type: ignore - return dict(self._get_view_results(view)) # type: ignore + if verbose_level is not None and verbose_level not in {0, 1, 2}: + raise ValueError('verbose_level should be 0, 1, or 2.') + if verbose_level is None: + if self.view == TREE_VIEW: # type: ignore + verbose_level = 2 + else: + verbose_level = self.verbose_level # type: ignore + return dict(self._get_view_results(TEXT_VIEW, verbose_level=verbose_level)) # type: ignore def _to_delta_dict( self, @@ -769,6 +780,28 @@ def json_dumps( ... +_INT64_MAX = 9223372036854775807 +_INT64_MIN = -9223372036854775808 + + +def _convert_oversized_ints(obj): + """Recursively convert integers exceeding 64-bit range to strings. + orjson cannot serialize integers outside the signed 64-bit range.""" + if isinstance(obj, bool): + return obj + if isinstance(obj, int) and (obj > _INT64_MAX or obj < _INT64_MIN): + return str(obj) + if isinstance(obj, dict): + return {k: _convert_oversized_ints(v) for k, v in obj.items()} + if isinstance(obj, (list, tuple)): + converted = [_convert_oversized_ints(v) for v in obj] + if hasattr(obj, '_fields'): + # NamedTuple: reconstruct using keyword arguments + return type(obj)(**dict(zip(obj._fields, converted))) + return type(obj)(converted) + return obj + + def json_dumps( item: Any, default_mapping:Optional[dict]=None, @@ -796,10 +829,20 @@ def json_dumps( "orjson does not accept the sort_keys parameter. " "If you need to pass sort_keys, set force_use_builtin_json=True " "to use Python's built-in json library instead of orjson.") - result = orjson.dumps( - item, - default=json_convertor_default(default_mapping=default_mapping), - **kwargs) + try: + result = orjson.dumps( + item, + default=json_convertor_default(default_mapping=default_mapping), + **kwargs) + except TypeError as e: + if 'Integer exceeds 64-bit range' in str(e): + item = _convert_oversized_ints(item) + result = orjson.dumps( + item, + default=json_convertor_default(default_mapping=default_mapping), + **kwargs) + else: + raise if return_bytes: return result return result.decode(encoding='utf-8') diff --git a/docs/basics.rst b/docs/basics.rst index c944d289..6eba5507 100644 --- a/docs/basics.rst +++ b/docs/basics.rst @@ -89,8 +89,8 @@ String difference 2 >>> >>> print (ddiff['values_changed']["root[4]['b']"]["diff"]) - --- - +++ + --- + +++ @@ -1,5 +1,4 @@ -world! -Goodbye! @@ -172,7 +172,7 @@ Datetime Group By -------- -group_by can be used when dealing with the list of dictionaries. It converts them from lists to a single dictionary with the key defined by group_by. The common use case is when reading data from a flat CSV, and the primary key is one of the columns in the CSV. We want to use the primary key instead of the CSV row number to group the rows. The group_by can do 2D group_by by passing a list of 2 keys. +group_by can be used when dealing with the list of dictionaries. It converts them from lists to a single dictionary with the key defined by group_by. The common use case is when reading data from a flat CSV, and the primary key is one of the columns in the CSV. We want to use the primary key instead of the CSV row number to group the rows. The group_by can do 2D group_by by passing a list of 2 keys. It is also possible to have a callable group_by, which can be used to access keys in more nested data structures. For example: >>> [ @@ -249,6 +249,28 @@ Now we use group_by='id': 'values_changed': {"root['BB']['James']['last_name']": {'new_value': 'Brown', 'old_value': 'Blue'}}} +Callable group_by Example: + >>> from deepdiff import DeepDiff + >>> + >>> t1 = [ + ... {'id': 'AA', 'demographics': {'names': {'first': 'Joe', 'middle': 'John', 'last': 'Nobody'}}}, + ... {'id': 'BB', 'demographics': {'names': {'first': 'James', 'middle': 'Joyce', 'last': 'Blue'}}}, + ... {'id': 'CC', 'demographics': {'names': {'first': 'Mike', 'middle': 'Mark', 'last': 'Apple'}}}, + ... ] + >>> + >>> t2 = [ + ... {'id': 'AA', 'demographics': {'names': {'first': 'Joe', 'middle': 'John', 'last': 'Nobody'}}}, + ... {'id': 'BB', 'demographics': {'names': {'first': 'James', 'middle': 'Joyce', 'last': 'Brown'}}}, + ... {'id': 'CC', 'demographics': {'names': {'first': 'Mike', 'middle': 'Charles', 'last': 'Apple'}}}, + ... ] + >>> + >>> diff = DeepDiff(t1, t2, group_by=lambda x: x['demographics']['names']['first']) + >>> pprint(diff) + {'values_changed': {"root['James']['demographics']['names']['last']": {'new_value': 'Brown', + 'old_value': 'Blue'}, + "root['Mike']['demographics']['names']['middle']": {'new_value': 'Charles', + 'old_value': 'Mark'}}} + .. _group_by_sort_key_label: Group By - Sort Key @@ -256,7 +278,7 @@ Group By - Sort Key group_by_sort_key is used to define how dictionaries are sorted if multiple ones fall under one group. When this parameter is used, group_by converts the lists of dictionaries into a dictionary of keys to lists of dictionaries. Then, group_by_sort_key is used to sort between the list. -For example, there are duplicate id values. If we only use group_by='id', one of the dictionaries with id of 'BB' will overwrite the other. However, if we also set group_by_sort_key='name', we keep both dictionaries with the id of 'BB'. +For example, there are duplicate id values. If we only use group_by='id', one of the dictionaries with id of 'BB' will overwrite the other. However, if we also set group_by_sort_key='name', we keep both dictionaries with the id of 'BB'. Example: >>> [{'id': 'AA', 'int_id': 2, 'last_name': 'Nobody', 'name': 'Joe'}, diff --git a/docs/changelog.rst b/docs/changelog.rst index 8be01767..1ac792aa 100644 --- a/docs/changelog.rst +++ b/docs/changelog.rst @@ -5,9 +5,24 @@ Changelog DeepDiff Changelog +- v8-7-0 + - migration note: + - `to_dict()` and `to_json()` now accept a `verbose_level` parameter and always return a usable text-view dict. When the original view is `'tree'`, they default to `verbose_level=2` for full detail. The old `view_override` parameter is removed. To get the previous results, you will need to pass the explicit verbose_level to `to_json` and `to_dict` if you are using the tree view. + - Dropping support for Python 3.9 + - Support for python 3.14 + - Added support for callable ``group_by`` thanks to `echan5 `__ + - Added ``FlatDeltaDict`` TypedDict for ``to_flat_dicts`` return type + - Fixed colored view display when all list items are removed thanks to `yannrouillard `__ + - Fixed ``hasattr()`` swallowing ``AttributeError`` in ``__slots__`` handling for objects with ``__getattr__`` thanks to `tpvasconcelos `__ + - Fixed ``ignore_order=True`` missing int-vs-float type changes + - Always use t1 path for reporting thanks to `devin13cox `__ + - Fixed ``_convert_oversized_ints`` failing on NamedTuples + - Fixed orjson ``TypeError`` for integers exceeding 64-bit range + - Fixed parameter bug in ``to_flat_dicts`` where ``include_action_in_path`` and ``report_type_changes`` were not being passed through + - Fixed ``ignore_keys`` issue in ``detailed__dict__`` thanks to `vitalis89 `__ + - Fixed logarithmic similarity type hint thanks to `ljames8 `__ - v8-6-2 - Security fix (CVE-2026-33155): Prevent denial-of-service via crafted pickle payloads that trigger massive memory allocation through the REDUCE opcode. Size-sensitive callables like ``bytes()`` and ``bytearray()`` are now wrapped to reject allocations exceeding 128 MB. - - v8-6-1 - Patched security vulnerability in the Delta class which was vulnerable to class pollution via its constructor, and when combined with a gadget available in DeltaDiff itself, it could lead to Denial of Service and Remote Code Execution (via insecure Pickle deserialization). diff --git a/docs/conf.py b/docs/conf.py index a83f370c..a868e3a7 100644 --- a/docs/conf.py +++ b/docs/conf.py @@ -64,9 +64,9 @@ # built documents. # # The short X.Y version. -version = '8.6.2' +version = '8.7.0' # The full version, including alpha/beta/rc tags. -release = '8.6.2' +release = '8.7.0' load_dotenv(override=True) DOC_VERSION = os.environ.get('DOC_VERSION', version) diff --git a/docs/diff_doc.rst b/docs/diff_doc.rst index 50dc5734..a7980f92 100644 --- a/docs/diff_doc.rst +++ b/docs/diff_doc.rst @@ -3,6 +3,10 @@ DeepDiff ======== +**DeepDiff is now part of** `Qluster `__. + +*If you're building workflows around data validation and correction,* `Qluster `__ *gives your team a structured way to manage rules, review failures, approve fixes, and reuse decisions—without building the entire system from scratch.* + Deep Difference of dictionaries, iterables, strings and almost any other object. It will recursively look for all the changes. @@ -220,14 +224,4 @@ view: string, default = text **Supported data types** -int, string, unicode, dictionary, list, tuple, set, frozenset, OrderedDict, NamedTuple, Numpy, custom objects and more! - -.. admonition:: A message from `Sep `__, the creator of DeepDiff - - | 👋 Hi there, - | - | Thank you for using DeepDiff! - | As an engineer, I understand the frustration of wrestling with **unruly data** in pipelines. - | That's why I developed a new tool - `Qluster `__ to empower non-engineers to control and resolve data issues at scale autonomously and **stop bugging the engineers**! 🛠️ - | - | If you are going through this pain now, I would love to give you `early access `__ to Qluster and get your feedback. +int, string, unicode, dictionary, list, tuple, set, frozenset, OrderedDict, NamedTuple, Numpy, custom objects and more! \ No newline at end of file diff --git a/docs/faq.rst b/docs/faq.rst index 086d246c..b612d927 100644 --- a/docs/faq.rst +++ b/docs/faq.rst @@ -3,6 +3,10 @@ F.A.Q ===== +**DeepDiff is now part of** `Qluster `__. + +*If you're building workflows around data validation and correction,* `Qluster `__ *gives your team a structured way to manage rules, review failures, approve fixes, and reuse decisions—without building the entire system from scratch.* + .. Note:: |:mega:| **Please fill out our** `fast 5-question survey `__ so that we can learn how & why you use DeepDiff, and what improvements we should make. Thank you! |:dancers:| @@ -174,14 +178,4 @@ That is different than what Python does. Python assumes your timezone naive date --------- -.. admonition:: A message from `Sep `__, the creator of DeepDiff - - | 👋 Hi there, - | - | Thank you for using DeepDiff! - | As an engineer, I understand the frustration of wrestling with **unruly data** in pipelines. - | That's why I developed a new tool - `Qluster `__ to empower non-engineers to control and resolve data issues at scale autonomously and **stop bugging the engineers**! 🛠️ - | - | If you are going through this pain now, I would love to give you `early access `__ to Qluster and get your feedback. - Back to :doc:`/index` diff --git a/docs/index.rst b/docs/index.rst index a0ec2fec..a9045b69 100644 --- a/docs/index.rst +++ b/docs/index.rst @@ -4,7 +4,7 @@ contain the root `toctree` directive. -DeepDiff 8.6.2 documentation! +DeepDiff 8.7.0 documentation! ============================= ******* @@ -31,6 +31,25 @@ The DeepDiff library includes the following modules: What Is New *********** +DeepDiff 8-7-0 +-------------- + + - migration note: + - `to_dict()` and `to_json()` now accept a `verbose_level` parameter and always return a usable text-view dict. When the original view is `'tree'`, they default to `verbose_level=2` for full detail. The old `view_override` parameter is removed. To get the previous results, you will need to pass the explicit verbose_level to `to_json` and `to_dict` if you are using the tree view. + - Dropping support for Python 3.9 + - Support for python 3.14 + - Added support for callable ``group_by`` thanks to `echan5 `__ + - Added ``FlatDeltaDict`` TypedDict for ``to_flat_dicts`` return type + - Fixed colored view display when all list items are removed thanks to `yannrouillard `__ + - Fixed ``hasattr()`` swallowing ``AttributeError`` in ``__slots__`` handling for objects with ``__getattr__`` thanks to `tpvasconcelos `__ + - Fixed ``ignore_order=True`` missing int-vs-float type changes + - Always use t1 path for reporting thanks to `devin13cox `__ + - Fixed ``_convert_oversized_ints`` failing on NamedTuples + - Fixed orjson ``TypeError`` for integers exceeding 64-bit range + - Fixed parameter bug in ``to_flat_dicts`` where ``include_action_in_path`` and ``report_type_changes`` were not being passed through + - Fixed ``ignore_keys`` issue in ``detailed__dict__`` thanks to `vitalis89 `__ + - Fixed logarithmic similarity type hint thanks to `ljames8 `__ + DeepDiff 8-6-2 -------------- diff --git a/docs/serialization.rst b/docs/serialization.rst index 92ef757f..e3ebb971 100644 --- a/docs/serialization.rst +++ b/docs/serialization.rst @@ -11,6 +11,18 @@ To Dict ------- In order to convert the DeepDiff object into a normal Python dictionary, use the to_dict() method. +The result is always a text-view dictionary regardless of the original view used to create the DeepDiff object. + +**Parameters** + +verbose_level: int, default=None + Override the verbose_level for the serialized output. + When None, the behavior depends on the original view: + + - If the original view is 'text', the verbose_level from DeepDiff initialization is used. + - If the original view is 'tree', verbose_level=2 is used to provide the most detailed output. + + Valid values are 0, 1, or 2. Example: >>> t1 = {1: 1, 2: 2, 3: 3, 4: {"a": "hello", "b": [1, 2, 3]}} @@ -20,15 +32,22 @@ Example: {'type_changes': {"root[4]['b']": {'old_type': , 'new_type': , 'old_value': [1, 2, 3], 'new_value': 'world\n\n\nEnd'}}} -Note that you can override the :ref:`view_label` that was originally used to generate the diff here. +When the original view is 'tree', to_dict() defaults to verbose_level=2 for the most detailed output: Example: >>> t1 = {1: 1, 2: 2, 3: 3, 4: {"a": "hello", "b": [1, 2, 3]}} >>> t2 = {1: 1, 2: 2, 3: 3, 4: {"a": "hello", "b": "world\n\n\nEnd"}} >>> ddiff = DeepDiff(t1, t2, view='tree') - >>> ddiff.to_dict(view_override='text') + >>> ddiff.to_dict() {'type_changes': {"root[4]['b']": {'old_type': , 'new_type': , 'old_value': [1, 2, 3], 'new_value': 'world\n\n\nEnd'}}} +You can also override the verbose_level: + +Example: + >>> ddiff = DeepDiff(t1, t2, view='tree') + >>> ddiff.to_dict(verbose_level=0) + {'type_changes': {"root[4]['b']": {'old_type': , 'new_type': }}} + .. _to_json_label: To Json @@ -46,6 +65,9 @@ by default DeepDiff converts certain data types. For example Decimals into float If you have a certain object type that the json serializer can not serialize it, please pass the appropriate type conversion through this dictionary. +verbose_level: int, default=None + Override the verbose_level for the serialized output. Same behavior as to_dict(). + kwargs: Any other kwargs you pass will be passed on to Python's json.dumps() diff --git a/docs/support.rst b/docs/support.rst index 48fec1ec..1bb5e3f3 100644 --- a/docs/support.rst +++ b/docs/support.rst @@ -3,23 +3,13 @@ Support ======= -👋 Hi there, +**DeepDiff is now part of** `Qluster `__. + +*If you're building workflows around data validation and correction,* `Qluster `__ *gives your team a structured way to manage rules, review failures, approve fixes, and reuse decisions—without building the entire system from scratch.* Thank you for using DeepDiff! If you find a bug, please create a ticket on our `GitHub repo `__ -I am **available for consulting** if you need immediate help or custom implementations of DeepDiff. You can reach me by emailing hello at this domain. - -I love working on DeepDiff and other open-source projects. These projects will stay free and open source forever. If my work has been helpful to you, I would appreciate any sponsorship. - -Please `click here `__ for sponsorship information. - -| Lastly, you might be interested in another tool I've crafted: ⚡ `Qluster `__. -| As an engineer, I understand the frustration of wrestling with **unruly data** in pipelines. -| I developed Qluster to empower product managers and ops teams to control and resolve data issues autonomously and **stop bugging the engineers**! 🛠️ -| -| If you are going through this pain now, I would love to give you `early access `__ to Qluster and get your feedback. - - +We are **available for consulting** if you need immediate help or custom implementations of DeepDiff. You can reach us via filling up `this form `__ Back to :doc:`/index` diff --git a/noxfile.py b/noxfile.py index f112fe13..68aa8654 100644 --- a/noxfile.py +++ b/noxfile.py @@ -33,7 +33,7 @@ def mypy(session) -> None: ) -@nox.session(python=["3.9", "3.10", "3.11", "3.12", "3.13"]) +@nox.session(python=["3.10", "3.11", "3.12", "3.13", "3.14"]) def pytest(session) -> None: """Test with pytest.""" posargs = session.posargs if session.posargs else ["-vv", "tests"] diff --git a/pyproject.toml b/pyproject.toml index 91588cfc..e037cf70 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -4,11 +4,11 @@ build-backend = "flit_core.buildapi" [project] name = "deepdiff" -version = "8.6.2" +version = "8.7.0" dependencies = [ - "orderly-set>=5.4.1,<6", + "orderly-set>=5.5.0,<6", ] -requires-python = ">=3.9" +requires-python = ">=3.10" authors = [ { name = "Seperman", email = "sep@zepworks.com" } ] @@ -23,11 +23,11 @@ classifiers = [ "Intended Audience :: Developers", "Operating System :: OS Independent", "Topic :: Software Development", - "Programming Language :: Python :: 3.9", "Programming Language :: Python :: 3.10", "Programming Language :: Python :: 3.11", "Programming Language :: Python :: 3.12", "Programming Language :: Python :: 3.13", + "Programming Language :: Python :: 3.14", "Programming Language :: Python :: Implementation :: PyPy", "Development Status :: 5 - Production/Stable", "License :: OSI Approved :: MIT License" @@ -36,43 +36,44 @@ classifiers = [ # `dependency-groups` would make this a lot cleaner, in theory. [project.optional-dependencies] coverage = [ - "coverage~=7.6.0" + "coverage~=7.13.5", ] cli = [ - "click~=8.1.0", - "pyyaml~=6.0.0" + "click~=8.3.1", + "pyyaml~=6.0.3" ] dev = [ - "bump2version~=1.0.0", - "jsonpickle~=4.0.0", - "ipdb~=0.13.0", - "numpy~=2.2.0; python_version >= '3.10'", - "numpy~=2.0; python_version < '3.10'", - "python-dateutil~=2.9.0", - "orjson~=3.10.0", - "tomli~=2.2.0", + "bump2version~=1.0.1", + "jsonpickle~=4.1.1", + "ipdb~=0.13.13", + "numpy~=2.4.3; python_version >= '3.14'", + "numpy~=2.2.0; python_version < '3.14'", + "python-dateutil~=2.9.0.post0", + "orjson~=3.11.7", + "tomli~=2.4.0", "tomli-w~=1.2.0", - "pandas~=2.2.0", - "polars~=1.21.0", - "nox==2025.5.1", + "pandas~=3.0.1; python_version >= '3.11'", + "pandas~=2.2.0; python_version < '3.11'", + "polars~=1.39.3", + "nox==2026.2.9", "uuid6==2025.0.1", + "pytz", ] docs = [ - # We use the html style that is not supported in Sphinx 7 anymore. - "Sphinx~=6.2.0", - "sphinx-sitemap~=2.6.0", - "sphinxemoji~=0.3.0" + "Sphinx~=8.1.3", + "sphinx-sitemap~=2.9.0", + "sphinxemoji~=0.3.2" ] static = [ - "flake8~=7.1.0", - "flake8-pyproject~=1.2.3", - "pydantic~=2.10.0", + "flake8~=7.3.0", + "flake8-pyproject~=1.2.4", + "pydantic~=2.12.5", ] test = [ - "pytest~=8.3.0", - "pytest-benchmark~=5.1.0", - "pytest-cov~=6.0.0", - "python-dotenv~=1.0.0", + "pytest~=9.0.2", + "pytest-benchmark~=5.2.3", + "pytest-cov~=7.1.0", + "python-dotenv~=1.2.2", ] optimize = [ "orjson", @@ -84,8 +85,8 @@ deep = "deepdiff.commands:cli" [project.urls] Homepage = "https://zepworks.com/deepdiff/" Documentation = "https://zepworks.com/deepdiff/" -Repository = "https://github.com/seperman/deepdiff" -Issues = "https://github.com/seperman/deepdiff/issues" +Repository = "https://github.com/qlustered/deepdiff" +Issues = "https://github.com/qlustered/deepdiff/issues" [tool.coverage.run] branch = true diff --git a/tests/test_colored_view.py b/tests/test_colored_view.py index 3c8c1a5b..45b28184 100644 --- a/tests/test_colored_view.py +++ b/tests/test_colored_view.py @@ -1,6 +1,6 @@ from deepdiff import DeepDiff from deepdiff.helper import COLORED_VIEW, COLORED_COMPACT_VIEW -from deepdiff.colored_view import RED, GREEN, RESET +from deepdiff.colored_view import RED, GREEN, RESET, ColoredView def test_colored_view_basic(): @@ -134,6 +134,36 @@ def test_colored_view_list_additions(): assert result == expected +def test_colored_view_list_all_items_removed(): + """Test that all removed items are displayed when list becomes empty.""" + t1 = [2, 4] + t2 = [] + + diff = DeepDiff(t1, t2, view=COLORED_VIEW) + result = str(diff) + + expected = f'''[ + {RED}2{RESET}, + {RED}4{RESET} +]''' + assert result == expected + + +def test_colored_compact_view_list_all_items_removed(): + """Test that all removed items are displayed when list becomes empty with compact view.""" + t1 = [2, 4] + t2 = [] + + diff = DeepDiff(t1, t2, view=COLORED_COMPACT_VIEW) + result = str(diff) + + expected = f'''[ + {RED}2{RESET}, + {RED}4{RESET} +]''' + assert result == expected + + def test_colored_view_list_changes_deletions(): t1 = [1, 5, 7, 3, 6] t2 = [1, 2, 3, 4] @@ -425,3 +455,41 @@ def test_colored_view_bool_evaluation(): # 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)" + + +def test_colored_view_with_empty_list_shows_removals(): + """ + Tests ColoredView correctly shows about an empty list. + This covers the bug where it would just show '[]'. + """ + t1 = [1, 2, 3] + t2 = [] + ddiff = DeepDiff(t1, t2) + view = ColoredView(t2, ddiff.tree) + result = str(view) + + # The output should contain the removed items, colored in red. + assert f"{RED}1{RESET}" in result + assert f"{RED}2{RESET}" in result + assert f"{RED}3{RESET}" in result + assert result.strip().startswith('[') + assert result.strip().endswith(']') + assert result != '[]' + + +def test_colored_view_with_empty_dict_shows_removals(): + """ + Tests ColoredView correctly shows about an empty dict. + This covers the bug where it would just show '{}'. + """ + t1 = {'a': 1, 'b': 2} + t2 = {} + ddiff = DeepDiff(t1, t2) + view = ColoredView(t2, ddiff.tree) + result = str(view) + + assert f'{RED}{{"a": 1' in result + assert f'"b": 2}}{RESET}' in result + assert result.strip().startswith(RED) + assert result.strip().endswith(RESET) + assert result != '{}' diff --git a/tests/test_command.py b/tests/test_command.py index fa671cc8..25427a7b 100644 --- a/tests/test_command.py +++ b/tests/test_command.py @@ -11,7 +11,7 @@ class TestCommands: @pytest.mark.parametrize('name1, name2, expected_in_stdout, expected_exit_code', [ - ('t1.json', 't2.json', """dictionary_item_added": [\n "root[0][\'key3\']""", 0), + ('t1.json', 't2.json', """dictionary_item_added": {\n "root[0]['key3']": "value3\"""", 0), ('t1_corrupt.json', 't2.json', "Error when loading t1:", 1), ('t1.json', 't2_json.csv', '"old_value": "value2"', 0), ('t2_json.csv', 't1.json', '"old_value": "value3"', 0), diff --git a/tests/test_delta.py b/tests/test_delta.py index 7ab6f129..d5acbeee 100644 --- a/tests/test_delta.py +++ b/tests/test_delta.py @@ -2932,3 +2932,81 @@ def test_flat_dict_and_deeply_nested_dict(self): beforeImageAgain2 = allAfterImage - delta2 diff4 = DeepDiff(beforeImage, beforeImageAgain2, ignore_order=True) assert not diff4 + + def test_moved_and_changed_flat(self): + """Items that both move (due to prepended inserts) and change values + should produce t2 with no phantom entries after delta replay.""" + t1 = [{"id": "a", "val": 1}, {"id": "b", "val": 2}, + {"id": "c", "val": 3}] + t2 = [ + {"id": "new1", "val": 10}, # inserted at [0] + {"id": "new2", "val": 20}, # inserted at [1] + {"id": "a", "val": 0.5}, # moved [0]→[2], val changed + {"id": "b", "val": 1.0}, # moved [1]→[3], val changed + {"id": "c", "val": 1.5}, # moved [2]→[4], val changed + ] + ddiff = DeepDiff(t1, t2, iterable_compare_func=self.compare_func, + threshold_to_diff_deeper=0) + result = t1 + Delta(ddiff, force=True, raise_errors=True, + log_errors=False) + assert [item for item in result if "id" not in item] == [], \ + "Phantom entries (dicts missing 'id') found in result" + assert result == t2 + + def test_moved_and_changed_nested(self): + """Same bug in a nested structure: inner list items that both move and + change values should produce no phantom entries after delta replay.""" + t1 = {"rows": [ + {"id": "r1", "items": [{"id": "a", "val": 1}, + {"id": "b", "val": 2}]}, + ]} + t2 = {"rows": [ + {"id": "r1", "items": [ + {"id": "new1", "val": 99}, # inserted at [0] + {"id": "a", "val": 0.5}, # moved [0]→[1], val changed + {"id": "b", "val": 1.0}, # moved [1]→[2], val changed + ]}, + ]} + ddiff = DeepDiff(t1, t2, iterable_compare_func=self.compare_func, + threshold_to_diff_deeper=0) + result = t1 + Delta(ddiff, force=True, raise_errors=True, + log_errors=False) + assert [item for item in result["rows"][0][ + "items"] if "id" not in item] == [], \ + "Phantom entries (dicts missing 'id') found in nested result" + assert result == t2 + + def test_appended_only_no_movement_sanity_check(self): + """ + When new items are only appended (existing items keep their positions), + stock Delta produces the correct result with no phantom entries. + """ + t1 = [{"id": "a", "val": 1}, {"id": "b", "val": 2}] + t2 = [ + {"id": "a", "val": 0.5}, # stays at [0], val changed + {"id": "b", "val": 1.0}, # stays at [1], val changed + {"id": "new1", "val": 10}, # appended + {"id": "new2", "val": 20}, # appended + ] + ddiff = DeepDiff(t1, t2, iterable_compare_func=self.compare_func, + threshold_to_diff_deeper=0) + result = t1 + Delta(ddiff, force=True, raise_errors=True, + log_errors=False) + assert [item for item in result if "id" not in item] == [] + assert result == t2 + + def test_moved_and_type_changed(self): + """Items that both move and change type should apply correctly.""" + t1 = [{"id": "a", "val": "1"}, {"id": "b", "val": "2"}] + t2 = [ + {"id": "new1", "val": 99}, + {"id": "a", "val": 1}, # moved [0]->[1], val str->int + {"id": "b", "val": 2}, # moved [1]->[2], val str->int + ] + ddiff = DeepDiff(t1, t2, iterable_compare_func=self.compare_func, + threshold_to_diff_deeper=0) + result = t1 + Delta(ddiff, force=True, raise_errors=True, + log_errors=False) + assert [item for item in result if "id" not in item] == [], \ + "Phantom entries (dicts missing 'id') found in result" + assert result == t2 diff --git a/tests/test_diff_group_by.py b/tests/test_diff_group_by.py new file mode 100644 index 00000000..8c6e1ddf --- /dev/null +++ b/tests/test_diff_group_by.py @@ -0,0 +1,59 @@ +"""Tests for the group_by parameter of Deepdiff""" + +import pytest + +from deepdiff import DeepDiff + + +class TestGetKeyForGroupBy: + def test_group_by_string(self): + """Test where group_by is a single key (string).""" + row = {'first': 'John', 'middle': 'Joe', 'last': 'Smith'} + group_by = 'first' + item_name = 't1' + actual = DeepDiff._get_key_for_group_by(row, group_by, item_name) + expected = 'John' + + assert actual == expected + + def test_group_by_callable(self): + """Test where group_by is callable.""" + row = {'id': 123, 'demographics': {'names': {'first': 'John', 'middle': 'Joe', 'last': 'Smith'}}} + group_by = lambda x: x['demographics']['names']['first'] + item_name = 't1' + actual = DeepDiff._get_key_for_group_by(row, group_by, item_name) + expected = 'John' + assert actual == expected + + def test_group_by_key_error(self): + """Test where group_by is a key that is not in the row.""" + row = {'id': 123, 'demographics': {'names': {'first': 'John', 'middle': 'Joe', 'last': 'Smith'}}} + group_by = 'someotherkey' + item_name = 't1' + with pytest.raises(KeyError): + DeepDiff._get_key_for_group_by(row, group_by, item_name) + + +class TestGroupBy: + def test_group_by_callable(self): + """Test where group_by is a callable.""" + t1 = [ + {'id': 'AA', 'demographics': {'names': {'first': 'Joe', 'middle': 'John', 'last': 'Nobody'}}}, + {'id': 'BB', 'demographics': {'names': {'first': 'James', 'middle': 'Joyce', 'last': 'Blue'}}}, + {'id': 'CC', 'demographics': {'names': {'first': 'Mike', 'middle': 'Mark', 'last': 'Apple'}}}, + ] + + t2 = [ + {'id': 'AA', 'demographics': {'names': {'first': 'Joe', 'middle': 'John', 'last': 'Nobody'}}}, + {'id': 'BB', 'demographics': {'names': {'first': 'James', 'middle': 'Joyce', 'last': 'Brown'}}}, + {'id': 'CC', 'demographics': {'names': {'first': 'Mike', 'middle': 'Charles', 'last': 'Apple'}}}, + ] + + actual = DeepDiff(t1, t2, group_by=lambda x: x['demographics']['names']['first']) + expected = { + 'values_changed': { + "root['James']['demographics']['names']['last']": {'new_value': 'Brown', 'old_value': 'Blue'}, + "root['Mike']['demographics']['names']['middle']": {'new_value': 'Charles', 'old_value': 'Mark'}, + }, + } + assert actual == expected diff --git a/tests/test_distance.py b/tests/test_distance.py index 3aed3a75..95e7c3b6 100644 --- a/tests/test_distance.py +++ b/tests/test_distance.py @@ -48,7 +48,7 @@ class TestDeepDistance: } } }, - 3 + 2 ), ]) def test_item_length(self, diff, expected_length): @@ -165,7 +165,7 @@ def test_get_distance_works_event_when_ignore_order_and_different_hasher(self): diff = DeepDiff(t1, t2, ignore_order=True, get_deep_distance=True, cache_size=100, hasher=sha256hex) dist = diff['deep_distance'] - assert str(dist)[:4] == '0.44' + assert str(dist)[:4] == '0.33' def test_get_distance_does_not_care_about_the_size_of_string(self): t1 = ["a", "b"] diff --git a/tests/test_hash.py b/tests/test_hash.py index 902cb142..f1e2e912 100755 --- a/tests/test_hash.py +++ b/tests/test_hash.py @@ -232,6 +232,105 @@ def test_uuid6_deepdiff_negative(self): assert 'set_item_added' in diff assert str(dummy_id_2) in str(diff) + def test_slots_with_uninitialized_attributes(self): + """Test that DeepHash handles classes with __slots__ where not all slots are initialized.""" + class PartiallyInitialized: + __slots__ = ['x', 'y', 'z'] + + def __init__(self, x): + self.x = x + + obj = PartiallyInitialized(10) + result = DeepHash(obj) + # Should not raise AttributeError iternally, and should successfully hash the object + assert result[obj] is not unprocessed + + def test_slots_fully_initialized(self): + """Test that DeepHash correctly hashes classes with __slots__ where all slots are initialized.""" + class FullyInitialized: + __slots__ = ['x', 'y'] + + def __init__(self, x, y): + self.x = x + self.y = y + + obj1 = FullyInitialized(1, 2) + obj2 = FullyInitialized(1, 2) + obj3 = FullyInitialized(3, 4) + + hash1 = DeepHash(obj1) + hash2 = DeepHash(obj2) + hash3 = DeepHash(obj3) + + # Same values should produce same hash + assert hash1[obj1] == hash2[obj2] + # Different values should produce different hash + assert hash1[obj1] != hash3[obj3] + + def test_slots_with_no_initialized_attributes(self): + """Test that DeepHash handles classes with __slots__ where no slots are initialized.""" + class EmptySlots: + __slots__ = ['a', 'b', 'c'] + + def __init__(self): + pass + + obj = EmptySlots() + result = DeepHash(obj) + assert result[obj] is not unprocessed + + def test_slots_inheritance(self): + """Test that DeepHash handles inherited __slots__ correctly.""" + class Base: + __slots__ = ['x'] + + def __init__(self, x): + self.x = x + + class Derived(Base): + __slots__ = ['y', 'z'] + + def __init__(self, x, y): + super().__init__(x) + self.y = y + + obj = Derived(1, 2) + result = DeepHash(obj) + # Should still not raise AttributeError internally for uninitialized 'z' + assert result[obj] is not unprocessed + + def test_slots_deepdiff_comparison(self): + """Test that DeepDiff also works correctly with __slots__ classes (incl inherited and uninitialized attributes).""" + class Base: + __slots__ = ['x'] + + def __init__(self, x): + self.x = x + + class Derived(Base): + __slots__ = ['y', 'z'] + + def __init__(self, x, y): + super().__init__(x) + self.y = y + + obj1 = Derived(1, 2) + obj2 = Derived(1, 2) + obj3 = Derived(3, 4) + + # Same initialized values should show no difference + diff1 = DeepDiff(obj1, obj2) + assert diff1 == {} + + # Different values should show difference + diff2 = DeepDiff(obj1, obj3) + assert diff2 == { + 'values_changed': { + 'root.x': {'new_value': 3, 'old_value': 1}, + 'root.y': {'new_value': 4, 'old_value': 2}, + } + } + class TestDeepHashPrep: """DeepHashPrep Tests covering object serialization.""" @@ -250,14 +349,39 @@ def test_prep_bool_vs_num2(self): } assert DeepHashPrep(item1)[item1] == DeepHashPrep(item2)[item2] - def test_prep_str(self): + def test_prep_str1(self): obj = "a" + obj2 = b"a" expected_result = {obj: prep_str(obj)} result = DeepHashPrep(obj, ignore_string_type_changes=True) assert expected_result == result - expected_result = {obj: prep_str(obj, ignore_string_type_changes=False)} + assert result[obj] == 'a' + expected_result2 = {obj: prep_str(obj, ignore_string_type_changes=False)} result = DeepHashPrep(obj, ignore_string_type_changes=False) - assert expected_result == result + assert expected_result2 == result + assert result[obj] == 'str:a' + + expected_result3 = {obj2: prep_str(obj2, ignore_string_type_changes=True)} + result = DeepHashPrep(obj2, ignore_string_type_changes=True) + assert expected_result3 != result + assert result[obj2] == 'a' + result = DeepHashPrep(obj2, ignore_string_type_changes=False) + assert {b'a': 'bytes:a'} == result + assert result[obj2] == 'bytes:a' + + def test_prep_number1(self): + obj_int = 1 + obj_float = 1.0 + # By default, type is included in the prep + result_int = DeepHashPrep(obj_int) + result_float = DeepHashPrep(obj_float) + assert result_int[obj_int] == 'int:1' + assert result_float[obj_float] == 'float:1.0' + # When ignoring numeric type changes, both get the same "number:" prefix + result_int2 = DeepHashPrep(obj_int, ignore_numeric_type_changes=True) + result_float2 = DeepHashPrep(obj_float, ignore_numeric_type_changes=True) + assert result_int2[obj_int] == result_float2[obj_float] + assert result_int2[obj_int] == 'number:1.000000000000' def test_dictionary_key_type_change(self): obj1 = {"b": 10} diff --git a/tests/test_ignore_order.py b/tests/test_ignore_order.py index 7b271143..1e155f20 100644 --- a/tests/test_ignore_order.py +++ b/tests/test_ignore_order.py @@ -1396,3 +1396,61 @@ def test_error_messages_when_ignore_order(self, mock_logger): assert {} == result assert not mock_logger.error.called + + + +class TestIgnoreOrderNumericTypeChange: + """Regression tests for GitHub issue #485. + + When ignore_order=True, numerically-equal values of different numeric types + (e.g. int 1 vs float 1.0) must still be reported as type_changes. + + Root cause: Python's hash equality (hash(1) == hash(1.0)) and value equality + (1 == 1.0) caused both items to land in the same DeepHash bucket, so they + were treated as identical and silently dropped from the diff result. + """ + + def test_int_vs_float_in_list_of_dicts(self): + """Core regression: type change inside a dict nested in a list.""" + result = DeepDiff([{"a": 1}], [{"a": 1.0}], ignore_order=True) + assert "type_changes" in result, ( + "Expected type_changes between int 1 and float 1.0, got: %s" % result + ) + assert result["type_changes"]["root[0]['a']"]["old_type"] is int + assert result["type_changes"]["root[0]['a']"]["new_type"] is float + + def test_ignore_numeric_type_changes_suppresses_report(self): + """When ignore_numeric_type_changes=True the type change must be hidden.""" + result = DeepDiff( + [{"a": 1}], [{"a": 1.0}], + ignore_order=True, + ignore_numeric_type_changes=True, + ) + assert result == {}, ( + "With ignore_numeric_type_changes=True there should be no diff, got: %s" % result + ) + + def test_value_change_still_detected(self): + """Ordinary value differences must still be detected.""" + result = DeepDiff([1], [2], ignore_order=True) + assert result != {}, "Expected a diff between [1] and [2]" + + def test_reorder_no_false_positive(self): + """A simple reorder of identical values must not trigger type_changes.""" + result = DeepDiff([1, 2, 3], [3, 2, 1], ignore_order=True) + assert result == {}, "Reordering identical ints must not produce a diff" + + def test_mixed_list_one_type_change(self): + """Only the item with a type change should appear in the diff.""" + result = DeepDiff( + [{"a": 1}, {"b": 2}], + [{"b": 2}, {"a": 1.0}], + ignore_order=True, + ) + assert "type_changes" in result + assert "root[0]['a']" in result["type_changes"] + + def test_ignore_order_false_unchanged(self): + """The ignore_order=False path must continue to work as before.""" + result = DeepDiff([{"a": 1}], [{"a": 1.0}], ignore_order=False) + assert "type_changes" in result diff --git a/tests/test_serialization.py b/tests/test_serialization.py index 7040d51e..300ecc76 100644 --- a/tests/test_serialization.py +++ b/tests/test_serialization.py @@ -123,6 +123,74 @@ 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_to_dict_tree_view_defaults_to_verbose_level_2(self): + t1 = ['a', {1: 1, 3: 4}] + t2 = [10, {1: 2, 5: 6}, 'd'] + ddiff = DeepDiff(t1, t2, view='tree') + result = ddiff.to_dict() + # tree view defaults to verbose_level=2: added/removed are dicts, not sets + expected = { + "type_changes": {"root[0]": {"old_type": str, "new_type": int, "old_value": "a", "new_value": 10}}, + "dictionary_item_added": {"root[1][5]": 6}, + "dictionary_item_removed": {"root[1][3]": 4}, + "values_changed": {"root[1][1]": {"new_value": 2, "old_value": 1}}, + "iterable_item_added": {"root[2]": "d"}, + } + assert expected == result + + @pytest.mark.parametrize('verbose_level, expected', [ + (0, {"type_changes": {"root[0]": {"old_type": str, "new_type": int}}, "dictionary_item_added": ["root[1][5]"], "dictionary_item_removed": ["root[1][3]"], "iterable_item_added": {"root[2]": "d"}}), + (1, {"type_changes": {"root[0]": {"old_type": str, "new_type": int, "old_value": "a", "new_value": 10}}, "dictionary_item_added": ["root[1][5]"], "dictionary_item_removed": ["root[1][3]"], "values_changed": {"root[1][1]": {"new_value": 2, "old_value": 1}}, "iterable_item_added": {"root[2]": "d"}}), + ]) + def test_to_dict_tree_view_with_verbose_level_override(self, verbose_level, expected): + t1 = ['a', {1: 1, 3: 4}] + t2 = [10, {1: 2, 5: 6}, 'd'] + ddiff = DeepDiff(t1, t2, view='tree') + result = ddiff.to_dict(verbose_level=verbose_level) + assert expected == result + + def test_to_dict_text_view_preserves_original_verbose_level(self): + t1 = ['a', {1: 1, 3: 4}] + t2 = [10, {1: 2, 5: 6}, 'd'] + # verbose_level=2 at init, text view + ddiff = DeepDiff(t1, t2, verbose_level=2) + result = ddiff.to_dict() + # Should preserve verbose_level=2 from init + assert isinstance(result.get("dictionary_item_added"), dict) + assert result["dictionary_item_added"] == {"root[1][5]": 6} + + def test_to_dict_text_view_with_verbose_level_override(self): + t1 = ['a', {1: 1, 3: 4}] + t2 = [10, {1: 2, 5: 6}, 'd'] + # verbose_level=2 at init, but override to 1 in to_dict + ddiff = DeepDiff(t1, t2, verbose_level=2) + result = ddiff.to_dict(verbose_level=1) + # verbose_level=1: dictionary_item_added is not a dict (it's a SetOrdered) + assert not isinstance(result.get("dictionary_item_added"), dict) + + def test_to_dict_invalid_verbose_level(self): + t1 = [1] + t2 = [2] + ddiff = DeepDiff(t1, t2) + with pytest.raises(ValueError): + ddiff.to_dict(verbose_level=3) + + def test_to_json_with_verbose_level(self): + t1 = ['a', {1: 1, 3: 4}] + t2 = [10, {1: 2, 5: 6}, 'd'] + ddiff = DeepDiff(t1, t2, view='tree') + result = json.loads(ddiff.to_json()) + # tree view defaults to verbose_level=2 in to_json too + assert "root[1][5]" in result.get("dictionary_item_added", {}) + + def test_to_json_with_verbose_level_override(self): + t1 = ['a', {1: 1, 3: 4}] + t2 = [10, {1: 2, 5: 6}, 'd'] + ddiff = DeepDiff(t1, t2, view='tree') + result = json.loads(ddiff.to_json(verbose_level=1)) + # verbose_level=1: dictionary_item_added is a list + assert isinstance(result.get("dictionary_item_added"), list) + def test_serialize_pydantic_model(self): obj = SampleSchema( works=True, @@ -593,6 +661,85 @@ def test_mixed_utf8_and_binary_bytes(self): assert expected_non_utf8_b64 in serialized assert deserialized["non_utf8_byte"] == expected_non_utf8_b64 + def test_json_dumps_large_int_exceeding_64bit(self): + """Test that integers exceeding 64-bit range are serialized as strings. + orjson cannot handle integers larger than 64-bit (9223372036854775807), + so json_dumps should convert them to strings.""" + large_int = 59579472846392086780 + assert large_int > 9223372036854775807 # larger than max int64 + + data = {'max_int': large_int, 'min_int': 1336138} + serialized = json_dumps(data) + back = json_loads(serialized) + assert back['max_int'] == str(large_int) + assert back['min_int'] == 1336138 + + def test_json_dumps_large_int_in_nested_structure(self): + """Test large integers in nested data structures are converted to strings.""" + large_int = 59579472846392086780 + data = { + 'stats': { + 'counter': {'HasInt': 499}, + 'max_int': large_int, + 'min_int': 1336138, + }, + 'name': 'policy_number', + } + serialized = json_dumps(data) + back = json_loads(serialized) + assert back['stats']['max_int'] == str(large_int) + + def test_json_dumps_large_negative_int(self): + """Test that large negative integers are also converted to strings.""" + large_neg_int = -59579472846392086780 + data = {'value': large_neg_int} + serialized = json_dumps(data) + back = json_loads(serialized) + assert back['value'] == str(large_neg_int) + + def test_json_dumps_namedtuple_with_large_int(self): + """Test that a NamedTuple containing an oversized int is properly serialized. + _convert_oversized_ints must reconstruct the NamedTuple via _fields, not + pass a flat list to its constructor (which fails for NamedTuples with + required keyword arguments).""" + large_int = 59579472846392086780 + stats = SomeStats( + counter=Counter(["a", "b"]), + context_aware_counter=Counter(), + min_int=0, + max_int=large_int, + ) + data = {'stats': stats} + serialized = json_dumps(data) + back = json_loads(serialized) + assert back['stats']['max_int'] == str(large_int) + assert back['stats']['min_int'] == 0 + + def test_json_dumps_dict_of_namedtuples_with_large_int(self): + """Test a dict of NamedTuples where one contains an oversized int. + This mirrors the real-world pattern of field stats keyed by column name.""" + large_int = 59579472846392086780 + stats_map = { + 'normal_field': SomeStats(counter=Counter(["x"]), max_int=10), + 'big_field': SomeStats(counter=Counter(["y"]), max_int=large_int), + } + serialized = json_dumps(stats_map) + back = json_loads(serialized) + assert back['normal_field']['max_int'] == 10 + assert back['big_field']['max_int'] == str(large_int) + + def test_json_dumps_namedtuple_with_large_int_in_list(self): + """Test a list of NamedTuples where one has an oversized int.""" + large_int = 59579472846392086780 + data = [ + SomeStats(counter=Counter(), max_int=5), + SomeStats(counter=Counter(), max_int=large_int), + ] + serialized = json_dumps(data) + back = json_loads(serialized) + assert back[0]['max_int'] == 5 + assert back[1]['max_int'] == str(large_int) + def test_bytes_in_deepdiff_serialization(self): """Test that bytes work correctly in DeepDiff JSON serialization""" t1 = { diff --git a/uv.lock b/uv.lock index 50beb1de..196bc0b3 100644 --- a/uv.lock +++ b/uv.lock @@ -1,20 +1,26 @@ version = 1 revision = 3 -requires-python = ">=3.9" +requires-python = ">=3.10" resolution-markers = [ - "python_full_version >= '3.12'", - "python_full_version == '3.11.*'", - "python_full_version == '3.10.*'", - "python_full_version < '3.10'", + "python_full_version >= '3.14' and sys_platform == 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