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..fc6fd2f2 100644
--- a/AUTHORS.md
+++ b/AUTHORS.md
@@ -34,7 +34,7 @@ Authors in order of the timeline of their contributions:
 - Stian Jensen [stianjensen](https://github.com/stianjensen) for improving ignoring of NoneType in diff 
 - Florian Klien [flowolf](https://github.com/flowolf) for adding math_epsilon
 - Tim Klein [timjklein36](https://github.com/timjklein36) for retaining the order of multiple dictionary items added via Delta.
-- Wilhelm Schürmann[wbsch](https://github.com/wbsch) for fixing the typo with yml files.
+- Wilhelm Schürmann [wbsch](https://github.com/wbsch) for fixing the typo with yml files.
 - [lyz-code](https://github.com/lyz-code) for adding support for regular expressions in DeepSearch and strict_checking feature in DeepSearch.
 - [dtorres-sf](https://github.com/dtorres-sf) for adding the option for custom compare function
 - Tony Wang [Tony-Wang](https://github.com/Tony-Wang) for bugfix: verbose_level==0 should disable values_changes.
@@ -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..e36c0d49 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).
 
@@ -21,7 +36,7 @@
     - Added support for memoryview serialization
     - Added support for bytes serialization (non-UTF8 compatible)
     - Fixed bug where group_by with numbers would leak type info into group path reports
-    - Fixed bug in `_get_clean_to_keys_mapping without` explicit significant digits
+    - Fixed bug in `_get_clean_to_keys_mapping` without explicit significant digits
     - Added support for python dict key serialization
     - Enhanced support for IP address serialization with safe module imports
     - Added development tooling improvements (pyright config, .envrc example)
@@ -30,7 +45,7 @@
 - v8-5-0
     - Updating deprecated pydantic calls
     - Switching to pyproject.toml
-    - Fix for moving nested tables when using iterable_compare_func.  by 
+    - Fix for moving nested tables when using iterable_compare_func.
     - Fix recursion depth limit when hashing numpy.datetime64
     - Moving from legacy setuptools use to pyproject.toml
 
@@ -216,7 +231,7 @@
 - v1-0-2: Checking for ImmutableMapping type instead of dict
 - v1-0-1: Better ignore order support
 - v1-0-0: Restructuring output to make it more useful. This is NOT backward compatible.
-- v0-6-1: Fixiing iterables with unhashable when order is ignored
+- v0-6-1: Fixing iterables with unhashable when order is ignored
 - v0-6-0: Adding unicode support
 - v0-5-9: Adding decimal support
 - v0-5-8: Adding ignore order of unhashables support
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..775c0244 100644
--- a/CLAUDE.md
+++ b/CLAUDE.md
@@ -62,6 +62,7 @@ Examples:
    source ~/.venvs/deep/bin/activate && pytest
    ```
 3. **Running module commands without venv**: Commands like `capi run`, `cettings shell`, etc. all require venv to be activated first
+4. **Using `pip` instead of `uv pip`**: This project uses `uv` for package management. Always use `uv pip` instead of `pip`.
 
 
 ### Slow quality checks only to run before creating a build
@@ -101,7 +102,7 @@ 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..c81942af 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
+getqluster.com
+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..73abe9a6 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://getqluster.com).**
+
+*If you're building workflows around data validation and correction, [Qluster](https://getqluster.com) 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:
 
 <https://zepworks.com/deepdiff/current/>
 
-### 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.
@@ -128,7 +138,7 @@ Please take a look at the [CHANGELOG](CHANGELOG.md) file.
 1. Please make your PR against the dev branch
 2. Please make sure that your PR has tests. Since DeepDiff is used in many sensitive data driven projects, we strive to maintain around 100% test coverage on the code.
 
-Please run `pytest --cov=deepdiff --runslow` to see the coverage report. Note that the `--runslow` flag will run some slow tests too. In most cases you only want to run the fast tests which so you wont add the `--runslow` flag.
+Please run `pytest --cov=deepdiff --runslow` to see the coverage report. Note that the `--runslow` flag will run some slow tests too. In most cases you only want to run the fast tests which so you won't add the `--runslow` flag.
 
 Or to see a more user friendly version, please run: `pytest --cov=deepdiff --cov-report term-missing --runslow`.
 
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..d26338e2 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:
@@ -325,23 +349,34 @@ def get(self, key: Any, default: Any = None, extract_index: Optional[int] = 0) -
         """
         Get 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.
+        or the count of items that went to building the object when extract_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.
+        or the count of items that went to building the object when extract_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..2931cefd 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,
@@ -430,10 +430,11 @@ def custom_report_result(self, report_type, level, extra_info=None):
         Add a detected change to the reference-style result dictionary.
         report_type will be added to level.
         (We'll create the text-style report from there later.)
+
         :param report_type: A well defined string key describing the type of change.
-                            Examples: "set_item_added", "values_changed"
+            Examples: "set_item_added", "values_changed"
         :param parent: A DiffLevel object describing the objects in question in their
-                       before-change and after-change object structure.
+            before-change and after-change object structure.
         :param extra_info: A dict that describe this result
         :rtype: None
         """
@@ -943,7 +944,7 @@ 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 +1811,7 @@ 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 +1821,8 @@ 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 +1836,32 @@ 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))
@@ -1914,19 +1941,19 @@ 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
-            SetOrdered(['root[3][1]', 'root[4]', 'root[5]', 'root[6]', 'root[2]'])
-            >>> ddiff.affected_root_keys
-            SetOrdered([3, 4, 5, 6, 2])
+            >>> sorted(ddiff.affected_paths)
+            ['root[2]', 'root[3][1]', 'root[4]', 'root[5]', 'root[6]']
+            >>> sorted(ddiff.affected_root_keys)
+            [2, 3, 4, 5, 6]
 
         """
         result = SetOrdered()
@@ -1946,19 +1973,19 @@ 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
-            SetOrdered(['root[3][1]', 'root[4]', 'root[5]', 'root[6]', 'root[2]'])
-            >>> ddiff.affected_root_keys
-            SetOrdered([3, 4, 5, 6, 2])
+            >>> sorted(ddiff.affected_paths)
+            ['root[2]', 'root[3][1]', 'root[4]', 'root[5]', 'root[6]']
+            >>> sorted(ddiff.affected_root_keys)
+            [2, 3, 4, 5, 6]
         """
         result = SetOrdered()
         for key in REPORT_KEYS:
diff --git a/deepdiff/distance.py b/deepdiff/distance.py
index af9c54e4..3f3001a2 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
@@ -44,7 +45,7 @@ def _get_rough_distance(self: "DistanceProtocol"):
         Gives a numeric value for the distance of t1 and t2 based on how many operations are needed to convert
         one to the other.
 
-        This is a similar concept to the Levenshtein Edit Distance but for the structured data and is it is designed
+        This is a similar concept to the Levenshtein Edit Distance but for the structured data and it is designed
         to be between 0 and 1.
 
         A distance of zero means the objects are equal and a distance of 1 is very far.
@@ -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..cb382afd 100644
--- a/deepdiff/helper.py
+++ b/deepdiff/helper.py
@@ -9,10 +9,11 @@
 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
+from fractions import Fraction
 from itertools import repeat
 from orderly_set import StableSetEq as SetOrderedBase  # median: 1.0867 s for cache test, 5.63s for all tests
 from threading import Timer
@@ -187,14 +188,14 @@ def get_semvar_as_integer(version: str) -> int:
 unicode_type = str
 bytes_type = bytes
 only_complex_number: Tuple[Type[Any], ...] = (complex,) + numpy_complex_numbers
-only_numbers: Tuple[Type[Any], ...] = (int, float, complex, Decimal) + numpy_numbers
+only_numbers: Tuple[Type[Any], ...] = (int, float, complex, Decimal, Fraction) + numpy_numbers
 datetimes: Tuple[Type[Any], ...] = (datetime.datetime, datetime.date, datetime.timedelta, datetime.time, np_datetime64)
 ipranges: Tuple[Type[Any], ...] = (ipaddress.IPv4Interface, ipaddress.IPv6Interface, ipaddress.IPv4Network, ipaddress.IPv6Network, ipaddress.IPv4Address, ipaddress.IPv6Address)
 uuids: Tuple[Type[uuid.UUID]] = (uuid.UUID, )
 times: Tuple[Type[Any], ...] = (datetime.datetime, datetime.time, np_datetime64)
 numbers: Tuple[Type[Any], ...] = only_numbers + datetimes
 # Type alias for use in type annotations
-NumberType = Union[int, float, complex, Decimal, datetime.datetime, datetime.date, datetime.timedelta, datetime.time, Any]
+NumberType = Union[int, float, complex, Decimal, Fraction, datetime.datetime, datetime.date, datetime.timedelta, datetime.time, Any]
 booleans: Tuple[Type[bool], Type[Any]] = (bool, np_bool_)
 
 basic_types: Tuple[Type[Any], ...] = strings + numbers + uuids + booleans + (type(None), )
@@ -433,6 +434,11 @@ def number_to_string(number: Any, significant_digits: int, number_format_notatio
                 # For example '999.99999999' will become '1000.000000' after quantize
                 ctx.prec += 1
                 number = number.quantize(Decimal('0.' + '0' * significant_digits))
+    elif isinstance(number, Fraction):
+        # Convert Fraction to float so that string formatting works on Python < 3.12
+        number = round(float(number), significant_digits)
+        if significant_digits == 0:
+            number = int(number)
     elif isinstance(number, only_complex_number):  # type: ignore
         # Case for complex numbers.
         number = number.__class__(
@@ -496,10 +502,10 @@ def cartesian_product(a: Iterable[Tuple[Any, ...]], b: Iterable[Any]) -> Iterato
 
 def cartesian_product_of_shape(dimentions: Iterable[int], result: Optional[Tuple[Tuple[Any, ...], ...]] = None) -> Iterator[Tuple[Any, ...]]:
     """
-    Cartesian product of a dimentions iterable.
+    Cartesian product of a dimensions iterable.
     This is mainly used to traverse Numpy ndarrays.
 
-    Each array has dimentions that are defines in ndarray.shape
+    Each array has dimensions that are defined in ndarray.shape
     """
     if result is None:
         result = ((),)  # a tuple with an empty tuple
@@ -739,8 +745,8 @@ 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 +849,23 @@ 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/model.py b/deepdiff/model.py
index ed398d60..d44eccdb 100644
--- a/deepdiff/model.py
+++ b/deepdiff/model.py
@@ -919,7 +919,7 @@ def stringify_param(self, force: Optional[str] = None) -> Optional[str]:
                         Will return '(unrepresentable)' instead of None if there is no string representation
 
         TODO: stringify_param has issues with params that when converted to string via repr,
-        it is not straight forward to turn them back into the original object.
+        it is not straightforward to turn them back into the original object.
         Although repr is meant to be able to reconstruct the original object but for complex objects, repr
         often does not recreate the original object.
         Perhaps we should log that the repr reconstruction failed so the user is aware.
diff --git a/deepdiff/search.py b/deepdiff/search.py
index 73f3323a..fdb73d79 100644
--- a/deepdiff/search.py
+++ b/deepdiff/search.py
@@ -69,7 +69,7 @@ class DeepSearch(Dict[str, Union[Dict[str, Any], SetOrdered, List[str]]]):
         >>> item = "somewhere"
         >>> ds = DeepSearch(obj, item, verbose_level=2)
         >>> print(ds)
-        {'matched_values': {'root[3]': 'somewhere great!', 'root[0]': 'long somewhere'}}
+        {'matched_values': {'root[0]': 'long somewhere', 'root[3]': 'somewhere great!'}}
 
     Search in nested data for string
         >>> obj = ["something somewhere", {"long": "somewhere", "string": 2, 0: 0, "somewhere": "around"}]
diff --git a/deepdiff/serialization.py b/deepdiff/serialization.py
index 49d24d23..24e23922 100644
--- a/deepdiff/serialization.py
+++ b/deepdiff/serialization.py
@@ -11,6 +11,7 @@
 import decimal  # NOQA
 import orderly_set  # NOQA
 import collections  # NOQA
+import fractions
 import ipaddress
 import base64
 from copy import deepcopy, copy
@@ -24,6 +25,7 @@
     strings,
     get_type,
     TEXT_VIEW,
+    TREE_VIEW,
     np_float32,
     np_float64,
     np_int32,
@@ -79,6 +81,7 @@ class UnsupportedFormatErr(TypeError):
     'datetime.time',
     'datetime.timedelta',
     'decimal.Decimal',
+    'fractions.Fraction',
     'uuid.UUID',
     'orderly_set.sets.OrderedSet',
     'orderly_set.sets.OrderlySet',
@@ -171,7 +174,7 @@ 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 +189,8 @@ 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 +213,7 @@ 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 +221,27 @@ 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,
@@ -635,6 +648,13 @@ def _serialize_decimal(value):
         return float(value)
 
 
+def _serialize_fraction(value):
+    if value.denominator == 1:
+        return value.numerator
+    else:
+        return float(value)
+
+
 def _serialize_tuple(value):
     if hasattr(value, '_asdict'):  # namedtuple
         return value._asdict()
@@ -655,6 +675,7 @@ def _serialize_bytes(value):
 
 JSON_CONVERTOR = {
     decimal.Decimal: _serialize_decimal,
+    fractions.Fraction: _serialize_fraction,
     SetOrdered: list,
     orderly_set.StableSetEq: list,
     set: list,
@@ -769,6 +790,28 @@ 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 +839,20 @@ 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/AGENTS.md b/docs/AGENTS.md
new file mode 120000
index 00000000..681311eb
--- /dev/null
+++ b/docs/AGENTS.md
@@ -0,0 +1 @@
+CLAUDE.md
\ No newline at end of file
diff --git a/docs/CLAUDE.md b/docs/CLAUDE.md
new file mode 100644
index 00000000..601a8a0e
--- /dev/null
+++ b/docs/CLAUDE.md
@@ -0,0 +1,28 @@
+# Docs CLAUDE.md
+
+## Building Documentation
+
+```bash
+cd docs && source ~/.venvs/deep/bin/activate && python buildme.py
+```
+
+The build output goes to `~/Workspace/sites/blog/public/deepdiff/<version>/` (configured via `docs/.env`).
+To verify changes, check the generated HTML, e.g. `~/Workspace/sites/blog/public/deepdiff/8.7.0/faq.html`.
+
+The Sphinx doctree cache is stored in `/tmp/sphinx_doctree`. The build script clears it each run. If you get permission errors on that directory, ask the user to `rm -rf /tmp/sphinx_doctree` first.
+
+## Theme
+
+Uses the **Furo** Sphinx theme. Key customizations:
+
+- **Font**: Open Sans, loaded via `_static/custom.css` and set in `conf.py` via `light_css_variables` / `dark_css_variables`
+- **Footer**: Custom `_templates/page.html` overrides the default footer to remove Sphinx/Furo credit while keeping the copyright notice
+- **GA4**: Google Analytics tag (`G-KVVHD37BKD`) is injected via `_templates/page.html` in the `extrahead` block
+- **Pygments**: Uses Furo's default syntax highlighting (no explicit `pygments_style` set)
+
+## File Structure
+
+- `conf.py` — Sphinx configuration
+- `buildme.py` — Build script (reads `.env` for `BUILD_PATH` and `DOC_VERSION`)
+- `_templates/page.html` — Extends `furo/page.html` for GA4 and custom footer
+- `_static/custom.css` — Loads Open Sans font from Google Fonts
diff --git a/docs/_static/Qluster_square_grey_optimized.svg b/docs/_static/Qluster_square_grey_optimized.svg
new file mode 100644
index 00000000..09d73135
--- /dev/null
+++ b/docs/_static/Qluster_square_grey_optimized.svg
@@ -0,0 +1,21 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<svg width="78.4mm" height="78.4mm" version="1.1" viewBox="0 0 78.4 78.4" xmlns="http://www.w3.org/2000/svg" xmlns:cc="http://creativecommons.org/ns#" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#">
+ <metadata>
+  <rdf:RDF>
+   <cc:Work rdf:about="">
+    <dc:format>image/svg+xml</dc:format>
+    <dc:type rdf:resource="http://purl.org/dc/dcmitype/StillImage"/>
+   </cc:Work>
+  </rdf:RDF>
+ </metadata>
+ <g transform="translate(-1.394 -.1554)">
+  <g fill="#3e4349">
+   <path transform="matrix(.2646 0 0 .2646 1.394 .1554)" d="m148 42.05c-13.87 0-27.12 2.702-39.73 8.107-12.61 5.406-23.47 12.7-32.57 21.89-9.1 9.19-16.35 20.14-21.76 32.84-5.406 12.7-8.109 26.04-8.109 40s2.704 27.3 8.109 40c5.406 12.61 12.66 23.52 21.76 32.71 9.1 9.19 19.96 16.49 32.57 21.89 12.61 5.406 25.86 8.107 39.73 8.107 13.87 0 27.12-2.702 39.73-8.107 12.7-5.406 23.61-12.7 32.71-21.89 9.19-9.19 16.49-20.09 21.89-32.71 5.406-12.7 8.109-26.04 8.109-40s-2.704-27.3-8.109-40c-5.406-12.7-12.7-23.65-21.89-32.84-9.1-9.19-20-16.49-32.71-21.89-12.61-5.406-25.86-8.107-39.73-8.107zm0 12.03c16.4 0 31.53 4.054 45.41 12.16 13.96 8.109 24.96 19.14 32.97 33.11 8.018 13.87 12.03 29.06 12.03 45.54 0 12.25-2.387 23.96-7.162 35.14-4.775 11.17-11.17 20.81-19.19 28.92s-17.61 14.6-28.79 19.46c-11.17 4.775-22.93 7.162-35.27 7.162-12.25 0-23.96-2.387-35.14-7.162-11.17-4.865-20.77-11.35-28.79-19.46s-14.42-17.75-19.19-28.92c-4.685-11.17-7.027-22.88-7.027-35.14 0-16.49 4.009-31.67 12.03-45.54 8.018-13.96 18.92-25 32.71-33.11 13.87-8.109 29.01-12.16 45.41-12.16z" stroke-width="1.442"/>
+   <g stroke-width=".2988">
+    <rect transform="matrix(1 0 .6465 .7629 0 0)" x="22.25" y="24.64" width="4.258" height="23.88"/>
+    <rect transform="matrix(1 0 .6465 .7629 0 0)" x="19.52" y="34.17" width="4.258" height="23.88"/>
+    <rect transform="matrix(1 0 .6465 .7629 0 0)" x="5.989" y="75.74" width="4.597" height="13.09"/>
+   </g>
+  </g>
+ </g>
+</svg>
diff --git a/docs/_static/custom.css b/docs/_static/custom.css
index 2c2ae551..78d5be11 100644
--- a/docs/_static/custom.css
+++ b/docs/_static/custom.css
@@ -1,16 +1,60 @@
-/* latin-ext */
-@font-face {
-  font-family: 'Open Sans';
-  font-style: normal;
-  font-weight: 400;
-  src: local('Open Sans Regular'), local('OpenSans-Regular'), url(https://fonts.gstatic.com/s/opensans/v17/mem8YaGs126MiZpBA-UFW50bbck.woff2) format('woff2');
-  unicode-range: U+0100-024F, U+0259, U+1E00-1EFF, U+2020, U+20A0-20AB, U+20AD-20CF, U+2113, U+2C60-2C7F, U+A720-A7FF;
-}
-/* latin */
-@font-face {
-  font-family: 'Open Sans';
-  font-style: normal;
-  font-weight: 400;
-  src: local('Open Sans Regular'), local('OpenSans-Regular'), url(https://fonts.gstatic.com/s/opensans/v17/mem8YaGs126MiZpBA-UFVZ0b.woff2) format('woff2');
-  unicode-range: U+0000-00FF, U+0131, U+0152-0153, U+02BB-02BC, U+02C6, U+02DA, U+02DC, U+2000-206F, U+2074, U+20AC, U+2122, U+2191, U+2193, U+2212, U+2215, U+FEFF, U+FFFD;
+@import url('https://fonts.googleapis.com/css2?family=Open+Sans:ital,wght@0,300..800;1,300..800&display=swap');
+
+h1, h2, h3, h4, h5, h6 {
+  font-weight: normal;
+}
+
+/* Sidebar brand: logo links externally, text links to docs root */
+.sidebar-brand {
+  display: flex;
+  flex-direction: column;
+  align-items: center;
+  padding: var(--sidebar-item-spacing-vertical) var(--sidebar-item-spacing-horizontal);
+}
+.sidebar-brand-text {
+  overflow-wrap: anywhere;
+  text-decoration: none;
+  color: var(--color-sidebar-brand-text, var(--color-foreground-primary));
+  font-size: 1.5rem;
+}
+.sidebar-brand-text:visited {
+  color: #2A6496;
+}
+.sidebar-brand-text:hover {
+  color: var(--color-sidebar-brand-text, var(--color-foreground-primary));
+}
+
+/* Sidebar active/current item */
+.sidebar-tree .current-page > .reference {
+  color: #195190;
+}
+
+/* Right-side TOC active link */
+.toc-tree a.active {
+  color: #195190;
+}
+
+/* Dark mode overrides */
+@media (prefers-color-scheme: dark) {
+  body[data-theme="auto"] .sidebar-tree .current-page > .reference,
+  body[data-theme="dark"] .sidebar-tree .current-page > .reference {
+    color: #7EB8DA;
+  }
+  body[data-theme="auto"] .toc-tree a.active,
+  body[data-theme="dark"] .toc-tree a.active {
+    color: #7EB8DA;
+  }
+  body[data-theme="auto"] .sidebar-brand img {
+    filter: brightness(0) invert(1);
+  }
+}
+
+body[data-theme="dark"] .sidebar-tree .current-page > .reference {
+  color: #7EB8DA;
+}
+body[data-theme="dark"] .toc-tree a.active {
+  color: #7EB8DA;
+}
+body[data-theme="dark"] .sidebar-brand img {
+  filter: brightness(0) invert(1);
 }
diff --git a/docs/_static/qluster_grey_on_white_bg_optimized.svg b/docs/_static/qluster_grey_on_white_bg_optimized.svg
new file mode 100644
index 00000000..7384c0c6
--- /dev/null
+++ b/docs/_static/qluster_grey_on_white_bg_optimized.svg
@@ -0,0 +1,27 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<svg width="230.5mm" height="75.39mm" version="1.1" viewBox="0 0 230.5 75.39" xmlns="http://www.w3.org/2000/svg" xmlns:cc="http://creativecommons.org/ns#" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#">
+ <metadata>
+  <rdf:RDF>
+   <cc:Work rdf:about="">
+    <dc:format>image/svg+xml</dc:format>
+    <dc:type rdf:resource="http://purl.org/dc/dcmitype/StillImage"/>
+   </cc:Work>
+  </rdf:RDF>
+ </metadata>
+ <g transform="translate(7.721 -4.319)" fill="#3e4349">
+  <g stroke-width=".3533" aria-label="luster">
+   <path d="m64.83 66.09h-2.981v-49.45h2.981z"/>
+   <path d="m75.83 32.5h2.981v20.77q0 4.339 2.617 7.353 2.617 3.014 6.392 3.014 3.809 0 6.558-3.014 2.782-3.047 2.782-7.353v-20.77h2.981v20.77q0 5.465-3.544 9.407-3.544 3.908-8.645 3.908-5.068 0-8.612-3.908-3.511-3.941-3.511-9.407z"/>
+   <path d="m129.1 38.43-2.749 0.9605q-0.6956-2.219-2.352-3.378-1.656-1.192-3.544-1.192-2.186 0-3.743 1.391-1.524 1.391-1.524 3.776 0 1.259 0.6956 2.285t1.822 1.689q1.126 0.6624 2.55 1.358 1.457 0.6956 2.948 1.292t2.915 1.49q1.457 0.8943 2.583 1.921 1.126 1.027 1.822 2.65 0.6956 1.623 0.6956 3.643 0 4.604-3.279 7.485-3.279 2.848-7.618 2.848-1.888 0-3.61-0.5962-1.722-0.6293-3.18-1.822t-2.484-3.18q-1.027-1.987-1.325-4.538l2.948-0.4306q0.4637 3.776 2.617 5.697 2.186 1.921 5.101 1.921 3.08 0 5.465-2.054 2.385-2.087 2.385-5.333 0-1.789-0.8943-3.147-0.8943-1.391-2.319-2.252-1.391-0.8612-3.113-1.623t-3.445-1.557-3.147-1.722q-1.391-0.9605-2.285-2.484-0.8943-1.557-0.8943-3.544 0-3.71 2.451-5.896 2.484-2.186 5.863-2.186 2.782 0 5.2 1.689 2.418 1.656 3.445 4.836z"/>
+   <path d="m143.7 66.09h-2.981v-30.64h-2.948v-2.948h2.948v-7.949h2.981v7.949h9.274l-0.9936 2.948h-8.28z"/>
+   <path d="m160.7 46.45h24.41q-0.9274-5.001-4.372-8.247-3.445-3.246-7.883-3.246-4.405 0-7.85 3.246-3.412 3.246-4.306 8.247zm27.66 2.815h-28.12q0 5.929 3.71 10.07t8.777 4.14q3.345 0 6.558-1.789t4.902-4.803l2.617 1.49q-2.02 3.61-5.962 5.929-3.941 2.285-8.115 2.285-4.206 0-7.75-2.352-3.511-2.352-5.531-6.326-1.987-4.008-1.987-8.645 0-4.604 2.02-8.578 2.054-3.975 5.598-6.326 3.577-2.385 7.784-2.385 3.975 0 7.386 2.153 3.445 2.12 5.564 5.73t2.484 7.916z"/>
+   <path d="m197.1 32.5h3.18q0.6293 2.186 0.6293 4.438v4.173q0.7618-2.55 3.544-5.299t5.598-3.842l3.312 2.352q-2.915 0-5.829 2.054-2.882 2.054-4.77 5.465-1.855 3.378-1.855 6.989v17.26h-2.981v-29.15q0-2.848-0.828-4.438z"/>
+  </g>
+  <path d="m16.9 16.58q4.897-2.099 10.28-2.099 5.387 0 10.28 2.099 4.932 2.099 8.465 5.667 3.568 3.568 5.667 8.5 2.099 4.932 2.099 10.35 0 5.422-2.099 10.35-2.099 4.897-5.667 8.465-3.533 3.568-8.465 5.667-4.897 2.099-10.28 2.099-5.387 0-10.28-2.099t-8.43-5.667q-3.533-3.568-5.632-8.465-2.099-4.932-2.099-10.35 0-5.422 2.099-10.35 2.099-4.932 5.632-8.5 3.533-3.568 8.43-5.667zm-13.05 24.52q0 4.757 1.819 9.095 1.854 4.337 4.967 7.486 3.113 3.148 7.451 5.037 4.337 1.854 9.095 1.854 4.792 0 9.13-1.854 4.337-1.889 7.451-5.037 3.113-3.148 4.967-7.486 1.854-4.337 1.854-9.095 0-6.401-3.113-11.79-3.113-5.422-8.535-8.57-5.387-3.148-11.75-3.148-6.366 0-11.75 3.148-5.352 3.148-8.465 8.57-3.113 5.387-3.113 11.79z" stroke-width=".3731"/>
+  <g stroke-width=".2923">
+   <path transform="matrix(1 0 .6465 .7629 0 0)" d="m6.35 28.62h4.166v23.37h-4.166z"/>
+   <path transform="matrix(1 0 .6465 .7629 0 0)" d="m3.678 37.94h4.166v23.37h-4.166z"/>
+   <path transform="matrix(1 0 .6465 .7629 0 0)" d="m-9.558 78.61h4.497v12.8h-4.497z"/>
+  </g>
+ </g>
+</svg>
diff --git a/docs/_templates/about.html b/docs/_templates/about.html
deleted file mode 100644
index ab38b079..00000000
--- a/docs/_templates/about.html
+++ /dev/null
@@ -1,57 +0,0 @@
-{% if theme_logo %}
-<p class="logo">
-  <a href="/">
-    <img class="logo" src="{{ pathto('_static/' ~ theme_logo, 1) }}" alt="Logo"/>
-    {% if theme_logo_name|lower == 'true' %}
-    <h1 class="logo logo-name">{{ project }}</h1>
-    {% endif %}
-  </a>
-</p>
-{% else %}
-<h1 class="logo"><a href="{{ pathto(master_doc) }}">{{ project }}</a></h1>
-{% endif %}
-
-{% if theme_description %}
-<p class="blurb">{{ theme_description }}</p>
-{% endif %}
-
-{% if theme_github_user and theme_github_repo %}
-{% if theme_github_button|lower == 'true' %}
-<p>
-<iframe src="https://ghbtns.com/github-btn.html?user={{ theme_github_user }}&repo={{ theme_github_repo }}&type={{ theme_github_type }}&count={{ theme_github_count }}&size=large&v=2"
-  allowtransparency="true" frameborder="0" scrolling="0" width="200px" height="35px"></iframe>
-</p>
-{% endif %}
-{% endif %}
-
-{% if theme_travis_button|lower != 'false' %}
-{% if theme_travis_button|lower == 'true' %}
-    {% set path = theme_github_user + '/' + theme_github_repo %}
-{% else %}
-    {% set path = theme_travis_button %}
-{% endif %}
-<p>
-<a class="badge" href="https://travis-ci.org/{{ path }}">
-    <img
-        alt="https://secure.travis-ci.org/{{ path }}.svg?branch={{ theme_badge_branch }}"
-        src="https://secure.travis-ci.org/{{ path }}.svg?branch={{ theme_badge_branch }}"
-    />
-</a>
-</p>
-{% endif %}
-
-{% if theme_codecov_button|lower != 'false' %}
-{% if theme_codecov_button|lower == 'true' %}
-    {% set path = theme_github_user + '/' + theme_github_repo %}
-{% else %}
-    {% set path = theme_codecov_button %}
-{% endif %}
-<p>
-<a class="badge" href="https://codecov.io/github/{{ path }}">
-    <img
-    alt="https://codecov.io/github/{{ path }}/coverage.svg?branch={{ theme_badge_branch }}"
-    src="https://codecov.io/github/{{ path }}/coverage.svg?branch={{ theme_badge_branch }}"
-    />
-</a>
-</p>
-{% endif %}
diff --git a/docs/_templates/basic/layout.html b/docs/_templates/basic/layout.html
deleted file mode 100644
index 5ae79c9d..00000000
--- a/docs/_templates/basic/layout.html
+++ /dev/null
@@ -1,220 +0,0 @@
-{#
-    basic/layout.html
-    ~~~~~~~~~~~~~~~~~
-
-    Master layout template for Sphinx themes.
-
-    NOTE: This is copy pasted from Sphinx to DeepDiff and
-    then the 3 lines related to Canonical links are removed
-    to make sure we generate the proper canonical links via
-    the alabaster team.
-
-    :copyright: Copyright 2007-2020 by the Sphinx team, see AUTHORS.
-    :license: BSD, see LICENSE for details.
-#}
-{%- block doctype -%}{%- if html5_doctype %}
-<!DOCTYPE html>
-{%- else %}
-<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
-  "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
-{%- endif %}{%- endblock %}
-{%- set reldelim1 = reldelim1 is not defined and ' &#187;' or reldelim1 %}
-{%- set reldelim2 = reldelim2 is not defined and ' |' or reldelim2 %}
-{%- set render_sidebar = (not embedded) and (not theme_nosidebar|tobool) and
-                         (sidebars != []) %}
-{%- set url_root = pathto('', 1) %}
-{# XXX necessary? #}
-{%- if url_root == '#' %}{% set url_root = '' %}{% endif %}
-{%- if not embedded and docstitle %}
-  {%- set titlesuffix = " &#8212; "|safe + docstitle|e %}
-{%- else %}
-  {%- set titlesuffix = "" %}
-{%- endif %}
-
-{%- macro relbar() %}
-    <div class="related" role="navigation" aria-label="related navigation">
-      <h3>{{ _('Navigation') }}</h3>
-      <ul>
-        {%- for rellink in rellinks %}
-        <li class="right" {% if loop.first %}style="margin-right: 10px"{% endif %}>
-          <a href="{{ pathto(rellink[0])|e }}" title="{{ rellink[1]|striptags|e }}"
-             {{ accesskey(rellink[2]) }}>{{ rellink[3] }}</a>
-          {%- if not loop.first %}{{ reldelim2 }}{% endif %}</li>
-        {%- endfor %}
-        {%- block rootrellink %}
-        <li class="nav-item nav-item-0"><a href="{{ pathto(master_doc)|e }}">{{ shorttitle|e }}</a>{{ reldelim1 }}</li>
-        {%- endblock %}
-        {%- for parent in parents %}
-          <li class="nav-item nav-item-{{ loop.index }}"><a href="{{ parent.link|e }}" {% if loop.last %}{{ accesskey("U") }}{% endif %}>{{ parent.title }}</a>{{ reldelim1 }}</li>
-        {%- endfor %}
-        <li class="nav-item nav-item-this"><a href="{{ link|e }}">{{ title }}</a></li>
-        {%- block relbaritems %} {% endblock %}
-      </ul>
-    </div>
-{%- endmacro %}
-
-{%- macro sidebar() %}
-      {%- if render_sidebar %}
-      <div class="sphinxsidebar" role="navigation" aria-label="main navigation">
-        <div class="sphinxsidebarwrapper">
-          {%- block sidebarlogo %}
-          {%- if logo %}
-            <p class="logo"><a href="{{ pathto(master_doc)|e }}">
-              <img class="logo" src="{{ pathto('_static/' + logo, 1)|e }}" alt="Logo"/>
-            </a></p>
-          {%- endif %}
-          {%- endblock %}
-          {%- if sidebars != None %}
-            {#- new style sidebar: explicitly include/exclude templates #}
-            {%- for sidebartemplate in sidebars %}
-            {%- include sidebartemplate %}
-            {%- endfor %}
-          {%- else %}
-            {#- old style sidebars: using blocks -- should be deprecated #}
-            {%- block sidebartoc %}
-            {%- include "localtoc.html" %}
-            {%- endblock %}
-            {%- block sidebarrel %}
-            {%- include "relations.html" %}
-            {%- endblock %}
-            {%- block sidebarsourcelink %}
-            {%- include "sourcelink.html" %}
-            {%- endblock %}
-            {%- if customsidebar %}
-            {%- include customsidebar %}
-            {%- endif %}
-            {%- block sidebarsearch %}
-            {%- include "searchbox.html" %}
-            {%- endblock %}
-          {%- endif %}
-        </div>
-      </div>
-      {%- endif %}
-{%- endmacro %}
-
-{%- macro script() %}
-    <script id="documentation_options" data-url_root="{{ pathto('', 1) }}" src="{{ pathto('_static/documentation_options.js', 1) }}"></script>
-    {%- for js in script_files %}
-    {{ js_tag(js) }}
-    {%- endfor %}
-{%- endmacro %}
-
-{%- macro css() %}
-    <link rel="stylesheet" href="{{ pathto('_static/' + style, 1)|e }}" type="text/css" />
-    <link rel="stylesheet" href="{{ pathto('_static/pygments.css', 1) }}" type="text/css" />
-    {%- for css in css_files %}
-      {%- if css|attr("filename") %}
-    {{ css_tag(css) }}
-      {%- else %}
-    <link rel="stylesheet" href="{{ pathto(css, 1)|e }}" type="text/css" />
-      {%- endif %}
-    {%- endfor %}
-{%- endmacro %}
-
-{%- if html_tag %}
-{{ html_tag }}
-{%- else %}
-<html{% if not html5_doctype %} xmlns="http://www.w3.org/1999/xhtml"{% endif %}{% if language is not none %} lang="{{ language }}"{% endif %}>
-{%- endif %}
-  <head>
-    {%- if not html5_doctype and not skip_ua_compatible %}
-    <meta http-equiv="X-UA-Compatible" content="IE=Edge" />
-    {%- endif %}
-    {%- if use_meta_charset or html5_doctype %}
-    <meta charset="{{ encoding }}" />
-    {%- else %}
-    <meta http-equiv="Content-Type" content="text/html; charset={{ encoding }}" />
-    {%- endif %}
-    <meta name="viewport" content="width=device-width, initial-scale=1.0">
-    {{- metatags }}
-    {%- block htmltitle %}
-    <title>{{ title|striptags|e }}{{ titlesuffix }}</title>
-    {%- endblock %}
-    {%- block css %}
-    {{- css() }}
-    {%- endblock %}
-    {%- if not embedded %}
-    {%- block scripts %}
-    {{- script() }}
-    {%- endblock %}
-    {%- if use_opensearch %}
-    <link rel="search" type="application/opensearchdescription+xml"
-          title="{% trans docstitle=docstitle|e %}Search within {{ docstitle }}{% endtrans %}"
-          href="{{ pathto('_static/opensearch.xml', 1) }}"/>
-    {%- endif %}
-    {%- if favicon %}
-    <link rel="shortcut icon" href="{{ pathto('_static/' + favicon, 1)|e }}"/>
-    {%- endif %}
-    {%- endif %}
-{%- block linktags %}
-    {%- if hasdoc('about') %}
-    <link rel="author" title="{{ _('About these documents') }}" href="{{ pathto('about') }}" />
-    {%- endif %}
-    {%- if hasdoc('genindex') %}
-    <link rel="index" title="{{ _('Index') }}" href="{{ pathto('genindex') }}" />
-    {%- endif %}
-    {%- if hasdoc('search') %}
-    <link rel="search" title="{{ _('Search') }}" href="{{ pathto('search') }}" />
-    {%- endif %}
-    {%- if hasdoc('copyright') %}
-    <link rel="copyright" title="{{ _('Copyright') }}" href="{{ pathto('copyright') }}" />
-    {%- endif %}
-    {%- if next %}
-    <link rel="next" title="{{ next.title|striptags|e }}" href="{{ next.link|e }}" />
-    {%- endif %}
-    {%- if prev %}
-    <link rel="prev" title="{{ prev.title|striptags|e }}" href="{{ prev.link|e }}" />
-    {%- endif %}
-{%- endblock %}
-{%- block extrahead %} {% endblock %}
-  </head>
-  {%- block body_tag %}<body>{% endblock %}
-{%- block header %}{% endblock %}
-
-{%- block relbar1 %}{{ relbar() }}{% endblock %}
-
-{%- block content %}
-  {%- block sidebar1 %} {# possible location for sidebar #} {% endblock %}
-
-    <div class="document">
-  {%- block document %}
-      <div class="documentwrapper">
-      {%- if render_sidebar %}
-        <div class="bodywrapper">
-      {%- endif %}
-          <div class="body" role="main">
-            {% block body %} {% endblock %}
-            <div class="clearer"></div>
-          </div>
-      {%- if render_sidebar %}
-        </div>
-      {%- endif %}
-      </div>
-  {%- endblock %}
-
-  {%- block sidebar2 %}{{ sidebar() }}{% endblock %}
-      <div class="clearer"></div>
-    </div>
-{%- endblock %}
-
-{%- block relbar2 %}{{ relbar() }}{% endblock %}
-
-{%- block footer %}
-    <div class="footer" role="contentinfo">
-    {%- if show_copyright %}
-      {%- if hasdoc('copyright') %}
-        {% trans path=pathto('copyright'), copyright=copyright|e %}&#169; <a href="{{ path }}">Copyright</a> {{ copyright }}.{% endtrans %}
-      {%- else %}
-        {% trans copyright=copyright|e %}&#169; Copyright {{ copyright }}.{% endtrans %}
-      {%- endif %}
-    {%- endif %}
-    {%- if last_updated %}
-      {% trans last_updated=last_updated|e %}Last updated on {{ last_updated }}.{% endtrans %}
-    {%- endif %}
-    {%- if show_sphinx %}
-      {% trans sphinx_version=sphinx_version|e %}Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> {{ sphinx_version }}.{% endtrans %}
-    {%- endif %}
-    </div>
-{%- endblock %}
-  </body>
-</html>
diff --git a/docs/_templates/navigation.html b/docs/_templates/navigation.html
deleted file mode 100644
index bbe28d63..00000000
--- a/docs/_templates/navigation.html
+++ /dev/null
@@ -1,10 +0,0 @@
-<h3 class="logo"><a href="{{ pathto(master_doc) }}">{{ project }} {{ version }}</a></h3>
-{{ toctree(includehidden=theme_sidebar_includehidden, collapse=theme_sidebar_collapse) }}
-{% if theme_extra_nav_links %}
-<hr />
-<ul>
-    {% for text, uri in theme_extra_nav_links.items() %}
-    <li class="toctree-l1"><a href="{{ uri }}">{{ text }}</a></li>
-    {% endfor %}
-</ul>
-{% endif %}
diff --git a/docs/_templates/page.html b/docs/_templates/page.html
new file mode 100644
index 00000000..e0cf0547
--- /dev/null
+++ b/docs/_templates/page.html
@@ -0,0 +1,71 @@
+{% extends "furo/page.html" %}
+
+{% block extrahead %}
+<!-- Google tag (gtag.js) -->
+<script async src="https://www.googletagmanager.com/gtag/js?id=G-KVVHD37BKD"></script>
+<script>
+  window.dataLayer = window.dataLayer || [];
+  function gtag(){dataLayer.push(arguments);}
+  gtag('js', new Date());
+  gtag('config', 'G-KVVHD37BKD');
+</script>
+{% endblock %}
+
+{% block footer %}
+        <div class="related-pages">
+          {% if next -%}
+            <a class="next-page" href="{{ next.link }}">
+              <div class="page-info">
+                <div class="context">
+                  <span>{{ _("Next") }}</span>
+                </div>
+                <div class="title">{{ next.title }}</div>
+              </div>
+              <svg class="furo-related-icon"><use href="#svg-arrow-right"></use></svg>
+            </a>
+          {%- endif %}
+          {% if prev -%}
+            <a class="prev-page" href="{{ prev.link }}">
+              <svg class="furo-related-icon"><use href="#svg-arrow-right"></use></svg>
+              <div class="page-info">
+                <div class="context">
+                  <span>{{ _("Previous") }}</span>
+                </div>
+                {% if prev.link == pathto(master_doc) %}
+                <div class="title">{{ _("Home") }}</div>
+                {% else %}
+                <div class="title">{{ prev.title }}</div>
+                {% endif %}
+              </div>
+            </a>
+          {%- endif %}
+        </div>
+        <div class="bottom-of-page">
+          <div class="left-details">
+            {%- if show_copyright %}
+            <div class="copyright">
+              {%- if hasdoc('copyright') %}
+                {% trans path=pathto('copyright'), copyright=copyright|e -%}
+                  <a href="{{ path }}">Copyright</a> &#169; {{ copyright }} | <a href="https://getqluster.com">Qluster</a> | <a href="https://zepworks.com">Zepworks Blog</a>
+                {%- endtrans %}
+              {%- else %}
+                {% trans copyright=copyright|e -%}
+                  Copyright &#169; {{ copyright }} | <a href="https://getqluster.com">Qluster</a> | <a href="https://zepworks.com">Zepworks Blog</a>
+                {%- endtrans %}
+              {%- endif %}
+            </div>
+            {%- endif %}
+          </div>
+          <div class="right-details">
+            {% if theme_footer_icons -%}
+            <div class="icons">
+              {% for icon_dict in theme_footer_icons -%}
+              <a class="muted-link {{ icon_dict.class }}" href="{{ icon_dict.url }}" aria-label="{{ icon_dict.name }}">
+                {{- icon_dict.html -}}
+              </a>
+              {% endfor %}
+            </div>
+            {%- endif %}
+          </div>
+        </div>
+{% endblock %}
diff --git a/docs/_templates/sidebar/brand.html b/docs/_templates/sidebar/brand.html
new file mode 100644
index 00000000..a73eb368
--- /dev/null
+++ b/docs/_templates/sidebar/brand.html
@@ -0,0 +1,21 @@
+{# Override Furo's sidebar brand so the logo links to getqluster.com #}
+<div class="sidebar-brand{% if logo %} centered{% endif %}">
+  {%- if logo_url %}
+  <a href="https://getqluster.com">
+    <div class="sidebar-logo-container">
+      <img class="sidebar-logo" src="{{ logo_url }}" alt="Logo"/>
+    </div>
+  </a>
+  {%- endif %}
+  {%- if theme_light_logo and theme_dark_logo %}
+  <a href="https://getqluster.com">
+    <div class="sidebar-logo-container">
+      <img class="sidebar-logo only-light" src="{{ pathto('_static/' + theme_light_logo, 1) }}" alt="Light Logo"/>
+      <img class="sidebar-logo only-dark" src="{{ pathto('_static/' + theme_dark_logo, 1) }}" alt="Dark Logo"/>
+    </div>
+  </a>
+  {%- endif %}
+  {% if not theme_sidebar_hide_name %}
+  <a class="sidebar-brand-text" href="{{ pathto(master_doc) }}">{{ docstitle if docstitle else project }}</a>
+  {%- endif %}
+</div>
diff --git a/docs/authors.rst b/docs/authors.rst
index 9a13c000..27fc8de3 100644
--- a/docs/authors.rst
+++ b/docs/authors.rst
@@ -92,7 +92,7 @@ Authors in order of the timeline of their contributions:
 -  `dtorres-sf <https://github.com/dtorres-sf>`__ for fixing iterable
    moved items when iterable_compare_func is used.
 -  `Florian Finkernagel <https://github.com/TyberiusPrime>`__ for pandas
-and polars support.
+   and polars support.
 - Mathis Chenuet `artemisart <https://github.com/artemisart>`__ for
   fixing slots classes comparison and PR review.
 - Sherjeel Shabih `sherjeelshabih <https://github.com/sherjeelshabih>`__
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..e890436f 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 <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).
 
@@ -28,7 +43,7 @@ DeepDiff Changelog
    - Added support for bytes serialization (non-UTF8 compatible)
    - Fixed bug where group_by with numbers would leak type info into group
      path reports
-   - Fixed bug in ``_get_clean_to_keys_mapping without`` explicit
+   - Fixed bug in ``_get_clean_to_keys_mapping`` without explicit
      significant digits
    - Added support for python dict key serialization
    - Enhanced support for IP address serialization with safe module imports
@@ -54,7 +69,7 @@ DeepDiff Changelog
     - New summarization algorithm that produces valid json
     - Better type hint support
     - Breaking change in DeepHash where we raise Exception instead of logging if we can't hash a value.
-   - Added the log_stacktrace parameter to DeepDiff. When True, it will log the stacktrace along with the error.
+    - Added the log_stacktrace parameter to DeepDiff. When True, it will log the stacktrace along with the error.
 
 - v8-3-0
     - Fixed some static typing issues
@@ -313,7 +328,7 @@ DeepDiff Changelog
 - v1-0-2: Checking for ImmutableMapping type instead of dict
 - v1-0-1: Better ignore order support
 - v1-0-0: Restructuring output to make it more useful. This is NOT backward compatible.
-- v0-6-1: Fixiing iterables with unhashable when order is ignored
+- v0-6-1: Fixing iterables with unhashable when order is ignored
 - v0-6-0: Adding unicode support
 - v0-5-9: Adding decimal support
 - v0-5-8: Adding ignore order for unhashables support
diff --git a/docs/commandline.rst b/docs/commandline.rst
index 94b6aa73..e7853dd6 100644
--- a/docs/commandline.rst
+++ b/docs/commandline.rst
@@ -110,7 +110,7 @@ what if we assume last names are unique and group by last_name?
 The path is perhaps more readable now: `root['Molotov']['zip']`. It is more clear that the zip code of Molotov has changed.
 
 .. Note::
-    The parameters in the deep diff commandline are a subset of those in :ref:`deepdiff_module_label` 's Python API.
+    The parameters in the deep diff commandline are a subset of those in :ref:`deepdiff_label` 's Python API.
 
 To output in a specific format, for example the colored compact view (see :doc:`colored_view` for output details):
 
@@ -210,7 +210,7 @@ Run
 
 to get the options:
 
-.. code-block:: bash
+.. code-block:: text
 
     $ deep patch --help
     Usage: deep patch [OPTIONS] PATH DELTA_PATH
@@ -238,7 +238,7 @@ Imagine if we have the following files:
    :header-rows: 1
 
 .. csv-table:: t2.csv
-   :file: ../tests/fixtures/t1.csv
+   :file: ../tests/fixtures/t2.csv
    :header-rows: 1
 
 
diff --git a/docs/conf.py b/docs/conf.py
index a83f370c..cf3f7be5 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)
@@ -105,7 +105,9 @@
 #show_authors = False
 
 # The name of the Pygments (syntax highlighting) style to use.
-pygments_style = 'sphinx'
+# Let Furo use its default pygments styles (light + dark mode aware)
+pygments_style = 'xcode'
+pygments_dark_style = 'github-dark'
 
 # A list of ignored prefixes for module index sorting.
 #modindex_common_prefix = []
@@ -121,34 +123,94 @@
 
 # The theme to use for HTML and HTML Help pages.  See the documentation for
 # a list of builtin themes.
-html_theme = 'alabaster'
+html_theme = 'furo'
 
-# Theme options are theme-specific and customize the look and feel of a theme
-# further.  For a list of options available for each theme, see the
-# documentation.
 html_theme_options = {
-    'description': 'Get the deep difference of any Python objects.',
-    'show_powered_by': False,
-    'logo': 'logo_long_B1_black.svg',
-    'logo_name': 'Zepworks DeepDiff',
-    'analytics_id': 'UA-59104908-2',
-    'fixed_sidebar': True,
-    'extra_nav_links': {
-        'Zepworks (Blog)': 'https://zepworks.com',
-        'Qluster (Smart ETL)': 'https://qluster.ai',
-        'Github': 'https://github.com/seperman/deepdiff'
+    'footer_icons': [
+        {
+            'name': 'GitHub',
+            'url': 'https://github.com/seperman/deepdiff',
+            'html': '<svg stroke="currentColor" fill="currentColor" stroke-width="0" '
+                    'viewBox="0 0 16 16"><path fill-rule="evenodd" d="M8 0C3.58 0 0 3.58 0 8c0 '
+                    '3.54 2.29 6.53 5.47 7.59.4.07.55-.17.55-.38 0-.19-.01-.82-.01-1.49-2.01.37-'
+                    '2.53-.49-2.69-.94-.09-.23-.48-.94-.82-1.13-.28-.15-.68-.52-.01-.53.63-.01 '
+                    '1.08.58 1.23.82.72 1.21 1.87.87 2.33.66.07-.52.28-.87.51-1.07-1.78-.2-'
+                    '3.64-.89-3.64-3.95 0-.87.31-1.59.82-2.15-.08-.2-.36-1.02.08-2.12 0 0 '
+                    '.67-.21 2.2.82.64-.18 1.32-.27 2-.27.68 0 1.36.09 2 .27 1.53-1.04 2.2-'
+                    '.82 2.2-.82.44 1.1.16 1.92.08 2.12.51.56.82 1.27.82 2.15 0 3.07-1.87 '
+                    '3.75-3.65 3.95.29.25.54.73.54 1.48 0 1.07-.01 1.93-.01 2.2 0 .21.15.46'
+                    '.55.38A8.013 8.013 0 0016 8c0-4.42-3.58-8-8-8z"></path></svg>',
+            'class': '',
+        },
+    ],
+    'source_repository': 'https://github.com/seperman/deepdiff',
+    'source_branch': 'master',
+    'source_directory': 'docs/',
+    'light_css_variables': {
+        # Fonts
+        'font-stack': "'Open Sans', sans-serif",
+        'font-stack--headings': "'Open Sans', sans-serif",
+        'font-size--normal': '17px',
+        # Body colors (from Alabaster)
+        'color-foreground-primary': '#3E4349',
+        'color-foreground-secondary': '#555',
+        'color-foreground-muted': '#888',
+        'color-background-primary': '#fff',
+        'color-background-secondary': '#f8f8f8',
+        'color-background-border': '#EEE',
+        # Links
+        'color-link': '#004B6B',
+        'color-link--hover': '#6D4100',
+        # Sidebar
+        'color-sidebar-background': '#fff',
+        'color-sidebar-text': '#555',
+        'color-sidebar-link': '#444',
+        'color-sidebar-link-text': '#444',
+        'color-sidebar-link-text--top-level': '#444',
+        'color-sidebar-item-background--hover': '#EEE',
+        'color-sidebar-item-expander-color': '#444',
+        'color-sidebar-caption-text': '#444',
+        'color-sidebar-item-background--current': 'transparent',
+        'color-sidebar-search-border': '#CCC',
+        # Code blocks
+        'color-code-background': '#ecf0f3',
+        'color-code-foreground': '#222',
+        'color-inline-code-background': '#ecf0f3',
+        # Admonitions
+        'color-admonition-background': '#EEE',
+        'color-admonition-title': '#195190',
+        'color-admonition-title-background': 'rgba(25, 81, 144, 0.1)',
+        # Table of contents (right sidebar)
+        'color-toc-item-text': '#444',
+        'color-toc-item-text--hover': '#195190',
+        'color-toc-item-text--active': '#195190',
+        # Headerlink
+        'color-header-text': '#3E4349',
+    },
+    'dark_css_variables': {
+        'font-stack': "'Open Sans', sans-serif",
+        'font-stack--headings': "'Open Sans', sans-serif",
+        'font-size--normal': '17px',
+        # Links
+        'color-link': '#7EB8DA',
+        'color-link--hover': '#D4A76A',
+        # Sidebar
+        'color-sidebar-background': '#1a1c1e',
+        'color-sidebar-background-border': '#2d2d2d',
+        'color-sidebar-link-text': '#ccc',
+        'color-sidebar-link-text--top-level': '#ccc',
+        'color-sidebar-caption-text': '#ccc',
+        'color-sidebar-item-background--hover': '#2d2d2d',
+        # Code blocks
+        'color-code-background': '#2b2b2b',
+        'color-inline-code-background': '#2b2b2b',
+        # Admonitions
+        'color-admonition-title': '#7EB8DA',
+        'color-admonition-title-background': 'rgba(126, 184, 218, 0.15)',
+        # TOC
+        'color-toc-item-text--hover': '#7EB8DA',
+        'color-toc-item-text--active': '#7EB8DA',
     },
-    'show_relbars': True,
-    # 'github_repo': 'deepdiff',
-    'anchor': '#DDD',
-    'touch_icon': 'logo.svg',
-    'github_button': True,
-    'github_user': 'seperman',
-    'github_count': True,
-    'font_family': 'Open Sans',
-    'canonical_url': 'https://zepworks.com/deepdiff/current/',
-    'page_width': '1024px',
-    'body_max_width': '1024px',
 }
 
 # Add any paths that contain custom themes here, relative to this directory.
@@ -163,7 +225,7 @@
 
 # The name of an image file (relative to this directory) to place at the top
 # of the sidebar.
-html_logo = None
+html_logo = '_static/qluster_grey_on_white_bg_optimized.svg'
 
 # The name of an image file (within the static path) to use as favicon of the
 # docs.  This file should be a Windows icon file (.ico) being 16x16 or 32x32
@@ -174,6 +236,7 @@
 # relative to this directory. They are copied after the builtin static files,
 # so a file named "default.css" will overwrite the builtin "default.css".
 html_static_path = ['_static']
+html_css_files = ['custom.css']
 
 # Add any extra paths that contain custom files (such as robots.txt or
 # .htaccess) here, relative to this directory. These files are copied
diff --git a/docs/custom.rst b/docs/custom.rst
index 97b14e40..e2ff1d96 100644
--- a/docs/custom.rst
+++ b/docs/custom.rst
@@ -178,7 +178,7 @@ Define A Custom Operator
 ------------------------
 
 
-To define an custom operator, you just need to inherit *BaseOperator* or *BaseOperatorPlus*.
+To define a custom operator, you just need to inherit *BaseOperator* or *BaseOperatorPlus*.
 
     - *BaseOperatorPlus* is our new base operator that can be subclassed and provides the structure to build any custom operator.
     - *BaseOperator* is our older base class for creating custom operators. It was designed mainly for simple string based regex comparison.
diff --git a/docs/deep_distance.rst b/docs/deep_distance.rst
index bb78dbc9..09179b7b 100644
--- a/docs/deep_distance.rst
+++ b/docs/deep_distance.rst
@@ -8,7 +8,7 @@ Deep Distance
 
 Deep Distance is the distance between 2 objects. It is a floating point number between 0 and 1. Deep Distance in concept is inspired by `Levenshtein Edit Distance <https://en.wikipedia.org/wiki/Levenshtein_distance>`_.
 
-At its core, the Deep Distance is the number of operations needed to convert one object to the other divided by the sum of the sizes of the 2 objects capped at 1. Note that unlike Levensthtein Distance, the Deep Distance is based on the number of operations and NOT the “minimum” number of operations to convert one object to the other. The number is highly dependent on the granularity of the diff results. And the granularity is controlled by the parameters passed to DeepDiff.
+At its core, the Deep Distance is the number of operations needed to convert one object to the other divided by the sum of the sizes of the 2 objects capped at 1. Note that unlike Levenshtein Distance, the Deep Distance is based on the number of operations and NOT the “minimum” number of operations to convert one object to the other. The number is highly dependent on the granularity of the diff results. And the granularity is controlled by the parameters passed to DeepDiff.
 
 .. _get_deep_distance_label:
 
diff --git a/docs/deephash_doc.rst b/docs/deephash_doc.rst
index a5aa9f1f..da271b77 100644
--- a/docs/deephash_doc.rst
+++ b/docs/deephash_doc.rst
@@ -1,3 +1,5 @@
+:orphan:
+
 **DeepHash**
 
 DeepHash calculates the hash of objects based on their contents in a deterministic way.
@@ -7,7 +9,7 @@ The main usage of DeepHash is to calculate the hash of otherwise unhashable obje
 For example you can use DeepHash to calculate the hash of a set or a dictionary!
 
 At the core of it, DeepHash is a deterministic serialization of your object into a string so it
-can be passed to a hash function. By default it uses SHA256. You have the option to pass any another hashing function to be used instead.
+can be passed to a hash function. By default it uses SHA256. You have the option to pass any other hashing function to be used instead.
 
 **Import**
     >>> from deepdiff import DeepHash
@@ -29,15 +31,15 @@ exclude_types: list, default = None
 
 
 exclude_paths: list, default = None
-    List of paths to exclude from the report. If only one item, you can path it as a string instead of a list containing only one path.
+    List of paths to exclude from the report. If only one item, you can pass it as a string instead of a list containing only one path.
 
 
 include_paths: list, default = None
-    List of the only paths to include in the report. If only one item, you can path it as a string.
+    List of the only paths to include in the report. If only one item, you can pass it as a string.
 
 
 exclude_regex_paths: list, default = None
-    List of string regex paths or compiled regex paths objects to exclude from the report. If only one item, you can path it as a string instead of a list containing only one regex path.
+    List of string regex paths or compiled regex paths objects to exclude from the report. If only one item, you can pass it as a string instead of a list containing only one regex path.
 
 
 exclude_obj_callback
@@ -158,7 +160,9 @@ truncate_datetime: string, default = None
 .. note::
     DeepHash output is not like conventional hash functions. It is a dictionary of object IDs to their hashes. This happens because DeepHash calculates the hash of the object and any other objects found within the object in a recursive manner. If you only need the hash of the object you are passing, all you need to do is to do:
 
-    >>> DeepHash(obj)[obj]
+    >>> from deepdiff import DeepHash
+    >>> obj = {1: 2, 'a': 'b'}
+    >>> DeepHash(obj)[obj] # doctest: +SKIP
 
 
 **Examples**
@@ -177,8 +181,7 @@ But with DeepHash:
 
     >>> from deepdiff import DeepHash
     >>> obj = {1: 2, 'a': 'b'}
-    >>> DeepHash(obj)
-    {1: 234041559348429806012597903916437026784, 2: 148655924348182454950690728321917595655, 'a': 119173504597196970070553896747624927922, 'b': 4994827227437929991738076607196210252, '!>*id4488569408': 32452838416412500686422093274247968754}
+    >>> DeepHash(obj) # doctest: +SKIP
 
     So what is exactly the hash of obj in this case?
     DeepHash is calculating the hash of the obj and any other object that obj contains.
@@ -187,7 +190,7 @@ But with DeepHash:
 
     >>> hashes = DeepHash(obj)
     >>> hashes[obj]
-    34150898645750099477987229399128149852
+    'bf5478de322aa033da36bf3bcf9f0599e13a520773f50c6eb9f2487377a7929b'
 
     Which you can write as:
 
@@ -195,28 +198,29 @@ But with DeepHash:
 
     At first it might seem weird why DeepHash(obj)[obj] but remember that DeepHash(obj) is a dictionary of hashes of all other objects that obj contains too.
 
-    The result hash is 34150898645750099477987229399128149852. If you prefer to use another hashing algorithm, you can pass it using the hasher parameter.
+    If you prefer to use another hashing algorithm, you can pass it using the hasher parameter.
 
     If you do a deep copy of the obj, it should still give you the same hash:
 
     >>> from copy import deepcopy
     >>> obj2 = deepcopy(obj)
     >>> DeepHash(obj2)[obj2]
-    34150898645750099477987229399128149852
+    'bf5478de322aa033da36bf3bcf9f0599e13a520773f50c6eb9f2487377a7929b'
 
     Note that by default DeepHash will include string type differences. So if your strings were bytes:
 
     >>> obj3 = {1: 2, b'a': b'b'}
     >>> DeepHash(obj3)[obj3]
-    64067525765846024488103933101621212760
+    '71db3231177d49f78b52a356ca206e6179417b681604d00ed703a077049e3300'
 
     But if you want the same hash if string types are different, set ignore_string_type_changes to True:
 
     >>> DeepHash(obj3, ignore_string_type_changes=True)[obj3]
-    34150898645750099477987229399128149852
+    'e60c2befb84be625037c75e1e26d0bfc85a0ffc1f3cde9500f68f6eac55e5ad6'
 
     ignore_numeric_type_changes is by default False too.
 
+    >>> from decimal import Decimal
     >>> obj1 = {4:10}
     >>> obj2 = {4.0: Decimal(10.0)}
     >>> DeepHash(obj1)[4] == DeepHash(obj2)[4.0]
@@ -234,10 +238,10 @@ number_format_notation: String, default = "f"
 ignore_string_type_changes: Boolean, default = True
     By setting it to True, both the string and bytes of hello return the same hash.
 
-    >>> DeepHash(b'hello', ignore_string_type_changes=True)
-    {b'hello': 221860156526691709602818861774599422448}
-    >>> DeepHash('hello', ignore_string_type_changes=True)
-    {'hello': 221860156526691709602818861774599422448}
+    >>> DeepHash(b'hello', ignore_string_type_changes=True)[b'hello']
+    '2cf24dba5fb0a30e26e83b2ac5b9e29e1b161e5c1fa7425e73043362938b9824'
+    >>> DeepHash('hello', ignore_string_type_changes=True)['hello']
+    '2cf24dba5fb0a30e26e83b2ac5b9e29e1b161e5c1fa7425e73043362938b9824'
 
 
 ignore_numeric_type_changes: Boolean, default = False
@@ -246,11 +250,10 @@ ignore_numeric_type_changes: Boolean, default = False
     That way they both produce the same hash.
 
     >>> t1 = {1: 1, 2: 2.22}
-    >>> t2 = {1: 1.0, 2: 2.22}
     >>> DeepHash(t1)[1]
-    231678797214551245419120414857003063149
-    >>> DeepHash(t1)[1.0]
-    231678797214551245419120414857003063149
+    'c1800a30c736483f13615542e7096f7973631fef8ca935ee1ed9f35fb06fd44e'
+    >>> DeepHash(t1, ignore_numeric_type_changes=True)[1] == DeepHash(t1, ignore_numeric_type_changes=True)[1.0]
+    True
 
     You can pass a list of tuples or list of lists if you have various type groups. When t1 and t2 both fall under one of these type groups, the type change will be ignored. DeepDiff already comes with 2 groups: DeepDiff.strings and DeepDiff.numbers . If you want to pass both:
 
@@ -303,19 +306,18 @@ ignore_type_subclasses
     >>> obj_b = ClassB(1)
     >>> obj_c = ClassC(1)
     >>>
-    >>> # Since these 2 objects are from 2 different classes, the hashes are different by default.
-    ... # ignore_type_in_groups is set to [(ClassB, )] which means to ignore any type conversion between
-    ... # objects of classB and itself which does not make sense but it illustrates a better point when
-    ... # ignore_type_subclasses is set to be True.
+    >>> # By default, subclasses are considered part of the type group.
+    ... # ignore_type_in_groups=[(ClassB, )] matches ClassC too since it's a subclass.
     ... hashes_b = DeepHash(obj_b, ignore_type_in_groups=[(ClassB, )])
     >>> hashes_c = DeepHash(obj_c, ignore_type_in_groups=[(ClassB, )])
-    >>> hashes_b[obj_b] != hashes_c[obj_c]
+    >>> hashes_b[obj_b] == hashes_c[obj_c]
     True
     >>>
-    >>> # Hashes of these 2 objects will be the same when ignore_type_subclasses is set to True
+    >>> # With ignore_type_subclasses=True, only exact type matches count.
+    ... # ClassC no longer matches (ClassB, ) group, so hashes differ.
     ... hashes_b = DeepHash(obj_b, ignore_type_in_groups=[(ClassB, )], ignore_type_subclasses=True)
     >>> hashes_c = DeepHash(obj_c, ignore_type_in_groups=[(ClassB, )], ignore_type_subclasses=True)
-    >>> hashes_b[obj_b] == hashes_c[obj_c]
+    >>> hashes_b[obj_b] != hashes_c[obj_c]
     True
 
 ignore_string_case
@@ -332,6 +334,9 @@ exclude_obj_callback
     A function that takes the object and its path and returns a Boolean. If True is returned, the object is excluded from the results, otherwise it is included.
     This is to give the user a higher level of control than one can achieve via exclude_paths, exclude_regex_paths or other means.
 
+    >>> def exclude_obj_callback(obj, path):
+    ...     return True if isinstance(obj, str) and obj in ('x', 'y') else False
+    ...
     >>> dic1 = {"x": 1, "y": 2, "z": 3}
     >>> t1 = [dic1]
     >>> t1_hash = DeepHash(t1, exclude_obj_callback=exclude_obj_callback)
diff --git a/docs/delta.rst b/docs/delta.rst
index 0ba41768..a8ab0d3f 100644
--- a/docs/delta.rst
+++ b/docs/delta.rst
@@ -68,8 +68,10 @@ force : Boolean, default=False
 always_include_values : Boolean, default=False
     :ref:`always_include_values_label` is used to make sure the delta objects includes the values that were changed. Sometime Delta tries to be efficient not include the values when it can get away with it. By setting this parameter to True, you ensure that the Delta object will include the values.
 
+.. _delta_fill:
+
 fill : Any, default=No Fill
-    :ref:`delta_fill` This is only relevant if `force` is set. This parameter only applies when force is set and trying to fill an existing array. If the index of the array being applied is larger than the length of the array this value will be used to fill empty spaces of the array to extend it in order to add the new value. If this parameter is not set, the items will get dropped and the array not extended. If this parameter is set with a callable function, it will get called each time a fill item is needed. It will be provided with three arguments: first argument is the array being filled, second argument is the value that is being added to the array, the third argument is the path that is being added.
+    This is only relevant if `force` is set. This parameter only applies when force is set and trying to fill an existing array. If the index of the array being applied is larger than the length of the array this value will be used to fill empty spaces of the array to extend it in order to add the new value. If this parameter is not set, the items will get dropped and the array not extended. If this parameter is set with a callable function, it will get called each time a fill item is needed. It will be provided with three arguments: first argument is the array being filled, second argument is the value that is being added to the array, the third argument is the path that is being added.
     Example function: `def fill(obj, value, path): return "Camry" if "car" in path else None`
 
 
@@ -111,8 +113,8 @@ diff : Delta dictionary, Delta dump payload or a DeepDiff object, default=None.
 >>> diff
 {'type_changes': {'root[0]': {'old_type': <class 'int'>, 'new_type': <class 'str'>, 'old_value': 1, 'new_value': 'a'}}, 'iterable_item_added': {'root[3]': 4}}
 >>> delta = Delta(diff)
->>> delta
-<Delta: {'type_changes': {'root[0]': {'old_type': <class 'int'>, 'new_type': <class 'str'>, 'new_value': ...}>
+>>> delta # doctest: +SKIP
+<Delta: {"type_changes":{"root[0]":{"old_type":"int","new_type":"str","new_value":"a"}},"iterable_item_added":{"root[3]":4}}>
 
 Applying the delta object to t1 will yield t2:
 
@@ -133,8 +135,7 @@ Now let's dump the delta object so we can store it.
 
 >>> dump = delta.dumps()
 >>>
->>> dump
-b'\x80\x04\x95\x8d\x00\x00\x00\x00\x00\x00\x00}\x94(\x8c\x0ctype_changes\x94}\x94\x8c\x07root[0]\x94}\x94(\x8c\x08old_type\x94\x8c\x08builtins\x94\x8c\x03int\x94\x93\x94\x8c\x08new_type\x94h\x06\x8c\x03str\x94\x93\x94\x8c\tnew_value\x94\x8c\x01a\x94us\x8c\x13iterable_item_added\x94}\x94\x8c\x07root[3]\x94K\x04su.'
+>>> dump # doctest: +SKIP
 
 The dumps() function gives us the serialized content of the delta in the form of bytes. We could store it however we want. Or we could use the dump(file_object) to write the dump to the file_object instead. But before we try the dump(file_object) method, let's create a new Delta object and reapply it to t1 and see if we still get t2:
 
@@ -190,7 +191,7 @@ You can create a delta object from the list of flat dictionaries that are produc
 Flat Rows List
 --------------
 
-You can create a delta object from the list of flat dictionaries that are produced via :ref:`to_flat_rows_label`. Read more on :ref:`delta_from_flat_rows_label`.
+You can create a delta object from the list of flat dictionaries that are produced via :ref:`delta_to_flat_rows_label`. Read more on :ref:`delta_to_flat_rows_label`.
 
 
 .. _delta_deserializer_label:
@@ -200,7 +201,7 @@ Delta Deserializer
 
 DeepDiff by default uses a restricted Python pickle function to deserialize the Delta dumps. Read more about :ref:`delta_dump_safety_label`.
 
-The user of Delta can decide to switch the serializer and deserializer to their custom ones. The serializer and deserializer parameters can be used exactly for that reason. The best way to come up with your own serializer and deserialier is to take a look at the `pickle_dump and pickle_load functions in the serializer module <https://github.com/seperman/deepdiff/serialization.py>`_
+The user of Delta can decide to switch the serializer and deserializer to their custom ones. The serializer and deserializer parameters can be used exactly for that reason. The best way to come up with your own serializer and deserializer is to take a look at the `pickle_dump and pickle_load functions in the serializer module <https://github.com/seperman/deepdiff/serialization.py>`_
 
 .. _delta_json_deserializer_label:
 
@@ -218,7 +219,7 @@ If all you deal with are Json serializable objects, you can use json for seriali
 >>> delta = Delta(diff, serializer=json_dumps)
 >>> dump = delta.dumps()
 >>> dump
-'{"values_changed":{"root[\'a\']":{"new_value": 2}}}'
+'{"values_changed":{"root[\'a\']":{"new_value":2}}}'
 >>> delta_reloaded = Delta(dump, deserializer=json_loads)
 >>> t2 == delta_reloaded + t1
 True
@@ -234,14 +235,13 @@ True
     >>> diff = DeepDiff(t1, t2)
     >>> diff
     {'type_changes': {"root['a']": {'old_type': <class 'int'>, 'new_type': <class 'NoneType'>, 'old_value': 1, 'new_value': None}}}
-    >>> Delta(diff, serializer=json.dumps)
-    <Delta: {'type_changes': {"root['a']": {'old_type': <class 'int'>, 'new_type': <class 'NoneType'>, 'new_v...}>
+    >>> Delta(diff, serializer=json.dumps) # doctest: +SKIP
+    <Delta: {"type_changes":{"root['a']":{"old_type":"int","new_type":"NoneType","new_value":null}}}>
     >>> delta = Delta(diff, serializer=json.dumps)
-    >>> dump = delta.dumps()
+    >>> dump = delta.dumps() # doctest: +ELLIPSIS
     Traceback (most recent call last):
-      File "lib/python3.8/json/encoder.py", line 179, in default
-        raise TypeError(f'Object of type {o.__class__.__name__} '
-    TypeError: Object of type type is not JSON serializable
+        ...
+    TypeError: Object of type type is not JSON serializable...
 
 .. _delta_serializer_label:
 
@@ -291,8 +291,8 @@ For example:
 >>> diff
 {'values_changed': {'root[0]': {'new_value': 3, 'old_value': 1}, 'root[2][1]': {'new_value': 8, 'old_value': 5}}}
 >>> delta = Delta(diff)
->>> delta
-<Delta: {'values_changed': {'root[0]': {'new_value': 3}, 'root[2][1]': {'new_value': 8}}}>
+>>> delta # doctest: +SKIP
+<Delta: {"values_changed":{"root[0]":{"new_value":3,"new_path":"root[1]"},"root[2][1]":{"new_value":8,"new_path":"root[2][2]"}}}>
 
 Note that we can apply delta to objects different than the original objects they were made from:
 
@@ -327,7 +327,7 @@ Delta and Numpy
 >>> t2 = np.array([2, 2, 7, 5])
 >>> diff = DeepDiff(t1, t2)
 >>> diff
-{'values_changed': {'root[0]': {'new_value': 2, 'old_value': 1}, 'root[2]': {'new_value': 7, 'old_value': 3}}}
+{'values_changed': {'root[0]': {'new_value': np.int64(2), 'old_value': np.int64(1)}, 'root[2]': {'new_value': np.int64(7), 'old_value': np.int64(3)}}}
 >>> delta = Delta(diff)
 
 .. note::
@@ -367,14 +367,13 @@ raise_errors : Boolean, default=False
 Now let's apply the delta to a very different object:
 
 >>> t3 = [1, 2, 3, 5]
->>> t4 = t3 + delta
-Unable to get the item at root[2][1]
+>>> t4 = t3 + delta # doctest: +SKIP
 
-We get the above log message that it was unable to get the item at root[2][1]. We get the message since by default log_errors=True
+We get a log message that it was unable to get the item at root[2][1]. We get the message since by default log_errors=True
 
 Let's see what t4 is now:
 
->>> t4
+>>> t4 # doctest: +SKIP
 [3, 2, 3, 5]
 
 So the delta was partially applied on t3.
@@ -383,12 +382,9 @@ Now let's set the raise_errors=True
 
 >>> delta2 = Delta(diff, raise_errors=True)
 >>>
->>> t3 + delta2
-Unable to get the item at root[2][1]
+>>> t3 + delta2 # doctest: +ELLIPSIS
 Traceback (most recent call last):
-current_old_value = obj[elem]
-TypeError: 'int' object is not subscriptable
-During handling of the above exception, another exception occurred:
+    ...
 deepdiff.delta.DeltaError: Unable to get the item at root[2][1]
 
 
@@ -410,32 +406,11 @@ At the time of writing this document, this list consists of:
 
 >>> from deepdiff.serialization import SAFE_TO_IMPORT
 >>> from pprint import pprint
->>> pprint(SAFE_TO_IMPORT)
-{'builtins.None',
- 'builtins.bin',
- 'builtins.bool',
- 'builtins.bytes',
- 'builtins.complex',
- 'builtins.dict',
- 'builtins.float',
- 'builtins.frozenset',
- 'builtins.int',
- 'builtins.list',
- 'builtins.range',
- 'builtins.set',
- 'builtins.slice',
- 'builtins.str',
- 'builtins.tuple',
- 'collections.OrderedDict',
- 'collections.namedtuple',
- 'datetime.datetime',
- 'datetime.time',
- 'datetime.timedelta',
- 'decimal.Decimal',
- 'ordered_set.OrderedSet',
- 'orderly_set.sets.SetOrdered',
- 're.Pattern',
- 'uuid.UUID'}
+>>> pprint(SAFE_TO_IMPORT) # doctest: +SKIP
+frozenset({'builtins.None',
+           'builtins.bin',
+           'builtins.bool',
+           ...})
 
 If you want to pass any other argument to safe_to_import, you will need to put the full path to the type as it appears in the sys.modules
 
@@ -480,9 +455,8 @@ bidirectional : Boolean, default=False
 >>> diff = DeepDiff(t1, t2)
 >>>
 >>> delta2 = Delta(diff, raise_errors=False, bidirectional=True)
->>> t4 = delta2 + t3
-Expected the old value for root[0] to be 1 but it is 3. Error found on: while checking the symmetry of the delta. You have applied the delta to an object that has different values than the original object the delta was made from
->>> t4
+>>> t4 = delta2 + t3 # doctest: +SKIP
+>>> t4 # doctest: +SKIP
 [2]
 
 And if you had set raise_errors=True, then it would have raised the error in addition to logging it.
@@ -519,11 +493,9 @@ force : Boolean, default=False
 >>>
 >>> diff = DeepDiff(t1, t2)
 >>> diff
-{'dictionary_item_added': [root['q']['t']], 'iterable_item_added': {"root['x']['y'][3]": 4}}
+{'dictionary_item_added': ["root['q']['t']"], 'iterable_item_added': {"root['x']['y'][3]": 4}}
 >>> delta = Delta(diff)
->>> {} + delta
-Unable to get the item at root['x']['y'][3]: 'x'
-Unable to get the item at root['q']['t']
+>>> {} + delta # doctest: +SKIP
 {}
 
 Once we set the force to be True
@@ -550,8 +522,8 @@ For example, when the type of an object changes, if we can easily convert from o
 >>> diff
 {'type_changes': {'root[1]': {'old_type': <class 'int'>, 'new_type': <class 'str'>, 'old_value': 2, 'new_value': '2'}}}
 >>> delta=Delta(diff)
->>> delta
-<Delta: {'type_changes': {'root[1]': {'old_type': <class 'int'>, 'new_type': <class 'str'>}}}>
+>>> delta # doctest: +SKIP
+<Delta: {"type_changes":{"root[1]":{"old_type":"int","new_type":"str"}}}>
 
 As you can see the delta object does not include the values that were changed. Now let's pass always_include_values=True:
 
diff --git a/docs/diff_doc.rst b/docs/diff_doc.rst
index 50dc5734..e01dab29 100644
--- a/docs/diff_doc.rst
+++ b/docs/diff_doc.rst
@@ -1,7 +1,15 @@
-.. _deepdiff_module_label:
+:orphan:
 
-DeepDiff
-========
+DeepDiff Module
+===============
+
+.. |qluster_link| raw:: html
+
+   <a href="https://getqluster.com"><strong>Qluster</strong></a>
+
+DeepDiff is now part of |qluster_link|.
+
+*If you're building workflows around data validation and correction,* `Qluster <https://getqluster.com>`__ *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.
@@ -127,7 +135,7 @@ ignore_uuid_types: Boolean, default = False
 
 ignore_string_case: Boolean, default = False
     :ref:`ignore_string_case_label`
-    Whether to be case-sensitive or not when comparing strings. By settings ignore_string_case=False, strings will be compared case-insensitively.
+    Whether to be case-sensitive or not when comparing strings. By setting ignore_string_case=True, strings will be compared case-insensitively.
 
 ignore_nan_inequality: Boolean, default = False
     :ref:`ignore_nan_inequality_label`
@@ -221,13 +229,3 @@ 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 <https://github.com/seperman>`__, 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.
diff --git a/docs/exclude_paths.rst b/docs/exclude_paths.rst
index 8e870d05..2de453ba 100644
--- a/docs/exclude_paths.rst
+++ b/docs/exclude_paths.rst
@@ -21,7 +21,7 @@ Also for root keys you don't have to pass as "root['key']". You can instead just
 Example
     >>> t1 = {"for life": "vegan", "ingredients": ["no meat", "no eggs", "no dairy"]}
     >>> t2 = {"for life": "vegan", "ingredients": ["veggies", "tofu", "soy sauce"]}
-    >>> print (DeepDiff(t1, t2, exclude_paths="ingredients))  # one item pass it as a string
+    >>> print (DeepDiff(t1, t2, exclude_paths="ingredients"))  # one item pass it as a string
     {}
     >>> print (DeepDiff(t1, t2, exclude_paths=["ingredients", "ingredients2"]))  # multiple items pass as a list or a set.
     {}
diff --git a/docs/faq.rst b/docs/faq.rst
index 086d246c..e6f30044 100644
--- a/docs/faq.rst
+++ b/docs/faq.rst
@@ -3,6 +3,14 @@
 F.A.Q
 =====
 
+.. |qluster_link| raw:: html
+
+   <a href="https://getqluster.com"><strong>Qluster</strong></a>
+
+DeepDiff is now part of |qluster_link|.
+
+*If you're building workflows around data validation and correction,* `Qluster <https://getqluster.com>`__ *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 <https://forms.gle/E6qXexcgjoKnSzjB8>`__ so that we can learn how & why you use DeepDiff, and what improvements we should make. Thank you! |:dancers:|
 
@@ -174,14 +182,4 @@ That is different than what Python does. Python assumes your timezone naive date
 
 ---------
 
-.. admonition:: A message from `Sep <https://github.com/seperman>`__, 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.
-
 Back to :doc:`/index`
diff --git a/docs/ignore_order.rst b/docs/ignore_order.rst
index 80ecb44a..5ca84318 100644
--- a/docs/ignore_order.rst
+++ b/docs/ignore_order.rst
@@ -9,7 +9,7 @@ DeepDiff by default compares objects in the order that it iterates through them
 In other words if you have 2 lists, then the first item of the lists are compared to each other, then the 2nd items and so on.
 That makes DeepDiff be able to run in linear time.
 
-However, There are often times when you don't care about the order in which the items have appeared.
+However, there are often times when you don't care about the order in which the items have appeared.
 In such cases DeepDiff needs to do way more work in order to find the differences.
 
 There are a couple of parameters provided to you to have full control over.
diff --git a/docs/ignore_types_or_values.rst b/docs/ignore_types_or_values.rst
index c1beb759..da0d140f 100644
--- a/docs/ignore_types_or_values.rst
+++ b/docs/ignore_types_or_values.rst
@@ -65,19 +65,31 @@ Ignore Numeric Type Changes
 ignore_numeric_type_changes: Boolean, default = False
     Whether to ignore numeric type changes or not. For example 10 vs. 10.0 are considered the same if ignore_numeric_type_changes is set to True.
 
-Example
+Example with Decimal
     >>> from decimal import Decimal
     >>> from deepdiff import DeepDiff
-    >>> 
+    >>>
     >>> t1 = Decimal('10.01')
     >>> t2 = 10.01
-    >>> 
+    >>>
     >>> DeepDiff(t1, t2)
     {'type_changes': {'root': {'old_type': <class 'decimal.Decimal'>, 'new_type': <class 'float'>, 'old_value': Decimal('10.01'), 'new_value': 10.01}}}
     >>> DeepDiff(t1, t2, ignore_numeric_type_changes=True)
     {}
 
-Note that this parameter only works for comparing numbers with numbers. If you compare a number to a string value of the number, this parameter does not solver your problem:
+Note that this parameter only works for comparing numbers with numbers. If you compare a number to a string value of the number, this parameter does not solve your problem:
+
+Example with Fraction
+    >>> from fractions import Fraction
+    >>> from deepdiff import DeepDiff
+    >>>
+    >>> t1 = Fraction(1, 2)
+    >>> t2 = 0.5
+    >>>
+    >>> DeepDiff(t1, t2)
+    {'type_changes': {'root': {'old_type': <class 'fractions.Fraction'>, 'new_type': <class 'float'>, 'old_value': Fraction(1, 2), 'new_value': 0.5}}}
+    >>> DeepDiff(t1, t2, ignore_numeric_type_changes=True)
+    {}
 
 Example:
     >>> t1 = Decimal('10.01')
@@ -382,7 +394,7 @@ include_obj_callback_strict: function, default = None
     ...         return True if isinstance(obj, int) and obj > 10 else False
     ...
     >>> t1 = {"x": 10, "y": "b", "z": "c"}
-    >>> t1 = {"x": 12, "y": "b", "z": "c"}
+    >>> t2 = {"x": 12, "y": "b", "z": "c"}
     >>> DeepDiff(t1, t2, include_obj_callback=include_obj_callback_strict)
     {'values_changed': {"root['x']": {'new_value': 12, 'old_value': 10}}}
     >>> DeepDiff(t1, t2, include_obj_callback_strict=include_obj_callback_strict)
diff --git a/docs/index.rst b/docs/index.rst
index a0ec2fec..49040d42 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!
 =============================
 
 *******
@@ -15,7 +15,7 @@ The DeepDiff library includes the following modules:
 
 - **DeepDiff** For Deep Difference of 2 objects. :doc:`/diff`
 
-    It return the deep Difference of python objects. It can also be used to take the distance between objects. :doc:`/deep_distance`
+    It returns the deep difference of python objects. It can also be used to take the distance between objects. :doc:`/deep_distance`
 
 - **DeepSearch** Search for objects within other objects. :doc:`/dsearch`
 
@@ -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 <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>`__
+
 DeepDiff 8-6-2
 --------------
 
@@ -114,7 +133,7 @@ If you want to improve the performance of DeepDiff with certain processes such a
 Read about DeepDiff optimizations at :ref:`optimizations_label`
 
 Importing
-~~~~~~~~~
+---------
 
 .. code:: python
 
@@ -125,8 +144,10 @@ Importing
     >>> from deepdiff import extract  # For extracting a path from an object
 
 
-.. note:: if you want to use DeepDiff via commandline, make sure to run:: 
-    pip install "deepdiff[cli]"
+.. note::
+    if you want to use DeepDiff via commandline, make sure to run::
+
+        pip install "deepdiff[cli]"
 
 Then you can access the commands via:
 
@@ -147,6 +168,7 @@ Then you can access the commands via:
 .. code:: bash
 
     $ deep grep --help
+
 - extract
 
 .. code:: bash
@@ -155,7 +177,7 @@ Then you can access the commands via:
 
 
 Supported data types
-~~~~~~~~~~~~~~~~~~~~
+--------------------
 
 int, string, unicode, dictionary, list, tuple, set, frozenset, OrderedDict, NamedTuple, Numpy, custom objects and more!
 
diff --git a/docs/numbers.rst b/docs/numbers.rst
index 0c616ad8..c14fe5ef 100644
--- a/docs/numbers.rst
+++ b/docs/numbers.rst
@@ -28,7 +28,7 @@ If ignore_numeric_type_changes is set to True and you have left significant_digi
     For Decimals, Python's format rounds 2.5 to 2 and 3.5 to 4 (to the closest even number)
 
 .. note::
-    To override what significant digits mean and switch it to scientific notation, use number_format_notation="e
+    To override what significant digits mean and switch it to scientific notation, use number_format_notation="e"
     Behind the scene that switches DeepDiff to use "{:.Xe}".format(Your Number) where X=significant_digits.
 
 **Examples:**
@@ -41,6 +41,15 @@ Approximate decimals comparison (Significant digits after the point):
     >>> DeepDiff(t1, t2, significant_digits=1)
     {'values_changed': {'root': {'new_value': Decimal('1.57'), 'old_value': Decimal('1.52')}}}
 
+Approximate fractions comparison (Significant digits after the point):
+    >>> from fractions import Fraction
+    >>> t1 = Fraction(22, 7)   # 3.142857...
+    >>> t2 = Fraction(355, 113)  # 3.141592...
+    >>> DeepDiff(t1, t2, significant_digits=2)
+    {}
+    >>> DeepDiff(t1, t2, significant_digits=3)
+    {'values_changed': {'root': {'new_value': Fraction(355, 113), 'old_value': Fraction(22, 7)}}}
+
 Approximate float comparison (Significant digits after the point):
     >>> t1 = [ 1.1129, 1.3359 ]
     >>> t2 = [ 1.113, 1.3362 ]
@@ -131,13 +140,20 @@ math_epsilon: Decimal, default = None
 
     To check against that the math core module provides the valuable isclose() function. It evaluates the being close of two numbers to each other, with reference to an epsilon (abs_tol). This is superior to the format function, as it evaluates the mathematical representation and not the string representation.
 
-Example:
+Example with Decimal:
     >>> from decimal import Decimal
     >>> d1 = {"a": Decimal("7.175")}
     >>> d2 = {"a": Decimal("7.174")}
     >>> DeepDiff(d1, d2, math_epsilon=0.01)
     {}
 
+Example with Fraction:
+    >>> from fractions import Fraction
+    >>> d1 = {"a": Fraction(7175, 1000)}
+    >>> d2 = {"a": Fraction(7174, 1000)}
+    >>> DeepDiff(d1, d2, math_epsilon=0.01)
+    {}
+
 .. note::
     math_epsilon cannot currently handle the hashing of values, which is done when :ref:`ignore_order_label` is True.
 
@@ -172,7 +188,7 @@ use_log_scale: Boolean, default=False
 .. _log_scale_similarity_threshold_label:
 
 Log Scale Similarity Threshold
-------------
+------------------------------
 
 log_scale_similarity_threshold: float, default = 0.1
     :ref:`use_log_scale_label` along with log_scale_similarity_threshold can be used to ignore small changes in numbers by comparing their differences in logarithmic space. This is different than ignoring the difference based on significant digits. See the example above.
diff --git a/docs/optimizations.rst b/docs/optimizations.rst
index eb1c7909..5bc77682 100644
--- a/docs/optimizations.rst
+++ b/docs/optimizations.rst
@@ -61,9 +61,8 @@ cache_size : int >= 0, default=0
     Cache size to be used to improve the performance. A cache size of zero means it is disabled.
     Using the cache_size can dramatically improve the diff performance especially for the nested objects at the cost of more memory usage. However if cache hits rate is very low, having a cache actually reduces the performance.
 
-**************
 Cache Examples
-**************
+--------------
 
 For example lets take a look at the performance of the benchmark_deeply_nested_a in the `DeepDiff-Benchmark repo <https://github.com/seperman/deepdiff-benchmark/blob/master/benchmark.py>`_ .
 
@@ -103,7 +102,7 @@ With a cache size of 500, we set the :ref:`cache_tuning_sample_size_label` to be
 
     {'PASSES COUNT': 3960, 'DIFF COUNT': 19469, 'DISTANCE CACHE HIT COUNT': 11847, 'MAX PASS LIMIT REACHED': False, 'MAX DIFF LIMIT REACHED': False, 'DURATION SEC': 2}
 
-As you can see in this case none of the stats have not changed compared to the previous stats.
+As you can see in this case none of the stats have changed compared to the previous stats.
 
 .. figure:: _static/benchmark_deeply_nested_a__3.8__ignore_order=True__cache_size=500__cache_tuning_sample_size=500__cutoff_intersection_for_pairs=1.png
    :alt: cache_size=500 cache_tuning_sample_size=500
@@ -222,7 +221,7 @@ And then we run it in Pypy3.6-7.3.0. It takes 12 seconds now but around 110Mb of
    Nested blob of text diffed in Pypy3.6-7.3.0
 
 .. note::
-    Note that if you diffing numbers, and have Numpy installed as recommended, cPython will have a better performance than Pypy. But if you are diffing blobs of mixed strings and some numbers, Pypy will have a better CPU performance and worse memory usage.
+    Note that if you are diffing numbers, and have Numpy installed as recommended, cPython will have a better performance than Pypy. But if you are diffing blobs of mixed strings and some numbers, Pypy will have a better CPU performance and worse memory usage.
 
 
 Cutoff Intersection For Pairs
diff --git a/docs/other.rst b/docs/other.rst
index 55158c24..c380e356 100644
--- a/docs/other.rst
+++ b/docs/other.rst
@@ -25,7 +25,7 @@ Comparing bytes that have non UTF-8 encoding:
         raise UnicodeDecodeError(
     UnicodeDecodeError: 'utf-8' codec can't decode byte 0xbc in position 0: Can not produce a hash for root: invalid start byte in 'p of flo...'. Please either pass ignore_encoding_errors=True or pass the encoding via encodings=['utf-8', '...'].
 
-Let's try to pass both 'utf-8' and 'latin-1' as encodings to be tries:
+Let's try to pass both 'utf-8' and 'latin-1' as encodings to be tried:
     >>> DeepDiff([b'foo'], [item], encodings=['utf-8', 'latin-1'], ignore_order=True)
     {'values_changed': {'root[0]': {'new_value': b'\xbc cup of flour', 'old_value': b'foo'}}}
 
diff --git a/docs/search_doc.rst b/docs/search_doc.rst
index aff18cef..0b268735 100644
--- a/docs/search_doc.rst
+++ b/docs/search_doc.rst
@@ -1,3 +1,5 @@
+:orphan:
+
 grep is a more user friendly interface for DeepSearch. It takes exactly the same arguments as DeepSearch except that you pipe the object into it instead of passing it as a parameter.
 
 It works just like grep in linux shell!
@@ -40,7 +42,7 @@ Search in list for string
     >>> item = "somewhere"
     >>> ds = obj | grep(item)
     >>> print(ds)
-    {'matched_values': {'root[3]', 'root[0]'}
+    {'matched_values': ['root[0]', 'root[3]']}
 
 Search in nested data for string
     >>> obj = ["something somewhere", {"long": "somewhere", "string": 2, 0: 0, "somewhere": "around"}]
@@ -54,6 +56,7 @@ Search in nested data for string
 You can also use regular expressions
     >>> obj = ["something here", {"long": "somewhere", "someone": 2, 0: 0, "somewhere": "around"}]
     >>> ds = obj | grep("some.*", use_regexp=True)
+    >>> pprint(ds, indent=2)
     { 'matched_paths': ["root[1]['someone']", "root[1]['somewhere']"],
       'matched_values': ['root[0]', "root[1]['long']"]}
 
diff --git a/docs/serialization.rst b/docs/serialization.rst
index 92ef757f..3daba73b 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': <class 'list'>, 'new_type': <class 'str'>, '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': <class 'list'>, 'new_type': <class 'str'>, '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': <class 'list'>, 'new_type': <class 'str'>}}}
+
 .. _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()
 
 
@@ -205,7 +227,7 @@ Delta Serialize To Flat Dictionaries
 
 Sometimes, it is desired to serialize a :ref:`delta_label` object to a list of flat dictionaries. For example, to store them in relation databases. In that case, you can use the Delta.to_flat_dicts to achieve the desired outcome.
 
-Since None is a valid value, we use a special hard-coded string to signify "unkown": 'unknown___'
+Since None is a valid value, we use a special hard-coded string to signify "unknown": 'unknown___'
 
 .. note::
     Many new keys are added to the flat dicts in DeepDiff 7.0.0
diff --git a/docs/support.rst b/docs/support.rst
index 48fec1ec..7878f86a 100644
--- a/docs/support.rst
+++ b/docs/support.rst
@@ -3,23 +3,17 @@
 Support
 =======
 
-👋 Hi there,
+.. |qluster_link| raw:: html
 
-Thank you for using DeepDiff!
-If you find a bug, please create a ticket on our `GitHub repo <https://github.com/seperman/deepdiff>`__
-
-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.
+   <a href="https://getqluster.com"><strong>Qluster</strong></a>
 
-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. 
+DeepDiff is now part of |qluster_link|.
 
-Please `click here <https://github.com/sponsors/seperman>`__ for sponsorship information.
-
-| Lastly, you might be interested in another tool I've crafted: ⚡ `Qluster <https://qluster.ai/solution>`__.
-| 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 <https://www.qluster.ai/try-qluster>`__ to Qluster and get your feedback.
+*If you're building workflows around data validation and correction,* `Qluster <https://getqluster.com>`__ *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 <https://github.com/seperman/deepdiff>`__
 
+We are **available for consulting** if you need immediate help or custom implementations of DeepDiff. You can reach us via filling up `this form <https://getqluster.com/contact-us>`__
 
 Back to :doc:`/index`
diff --git a/docs/troubleshoot.rst b/docs/troubleshoot.rst
index f3ae34a8..84e18b6f 100644
--- a/docs/troubleshoot.rst
+++ b/docs/troubleshoot.rst
@@ -16,7 +16,7 @@ If you are running into this issue, you are using an older version of DeepDiff.
 
 DeepDiff prefers to use Murmur3 for hashing. However you have to manually install murmur3 by running: `pip install mmh3`
 
-On MacOS Mojave some user experience difficulty when installing Murmur3.
+On MacOS Mojave, some users experience difficulty when installing Murmur3.
 
 The problem can be solved by running:
 
diff --git a/docs/view.rst b/docs/view.rst
index 743022ad..3cdec070 100644
--- a/docs/view.rst
+++ b/docs/view.rst
@@ -311,6 +311,9 @@ The pretty method has an optional parameter ``prefix`` that allows a prefix stri
 
 The ``prefix`` may also be a callable function. This function must accept ``**kwargs``; as of this version, the only parameter is ``diff`` but the signature allows for future expansion.
 The ``diff`` given will be the ``DeepDiff`` that ``pretty`` was called on; this allows interesting capabilities such as:
+
+.. code:: python
+
     >>> from deepdiff import DeepDiff
     >>> t1={1,2,4}
     >>> t2={2,3}
@@ -325,7 +328,7 @@ The ``diff`` given will be the ``DeepDiff`` that ``pretty`` was called on; this
     Diff #3: Item root[1] removed from set.
 
 
-Text view vs. Tree view vs. vs. pretty() method
+Text view vs. Tree view vs. pretty() method
 -----------------------------------------------
 
 Views are just different format of results. Each comes with its own set of features. At the end of the day the user can choose the right format based on the use case.
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..bd7a2848 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 +36,45 @@ 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",
+  "furo>=2024.8.6",
 ]
 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 +86,8 @@ 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_fraction.py b/tests/test_fraction.py
new file mode 100644
index 00000000..b40cad29
--- /dev/null
+++ b/tests/test_fraction.py
@@ -0,0 +1,329 @@
+#!/usr/bin/env python
+"""Tests for fractions.Fraction support in DeepDiff."""
+import pytest
+import logging
+from fractions import Fraction
+from decimal import Decimal
+from functools import partial
+from deepdiff import DeepDiff, DeepHash
+from deepdiff.deephash import prepare_string_for_hashing
+from deepdiff.helper import number_to_string
+from deepdiff.serialization import json_dumps, json_loads
+
+
+logging.disable(logging.CRITICAL)
+
+# Only the prep part of DeepHash. We don't need to test the actual hash function.
+DeepHashPrep = partial(DeepHash, apply_hash=False)
+
+
+class TestFractionDiff:
+    """Tests for DeepDiff with Fraction objects."""
+
+    def test_fraction_value_change(self):
+        t1 = {1: Fraction(1, 3)}
+        t2 = {1: Fraction(2, 3)}
+        ddiff = DeepDiff(t1, t2)
+        result = {
+            'values_changed': {
+                'root[1]': {
+                    'new_value': Fraction(2, 3),
+                    'old_value': Fraction(1, 3)
+                }
+            }
+        }
+        assert result == ddiff
+
+    def test_fraction_no_change(self):
+        t1 = Fraction(1, 3)
+        t2 = Fraction(1, 3)
+        ddiff = DeepDiff(t1, t2)
+        assert {} == ddiff
+
+    def test_fraction_vs_float_type_change(self):
+        t1 = Fraction(1, 2)
+        t2 = 0.5
+        ddiff = DeepDiff(t1, t2)
+        assert 'type_changes' in ddiff
+        assert ddiff['type_changes']['root']['old_type'] == Fraction
+        assert ddiff['type_changes']['root']['new_type'] == float
+
+    def test_fraction_vs_int_type_change(self):
+        t1 = Fraction(2, 1)
+        t2 = 2
+        ddiff = DeepDiff(t1, t2)
+        assert 'type_changes' in ddiff
+        assert ddiff['type_changes']['root']['old_type'] == Fraction
+        assert ddiff['type_changes']['root']['new_type'] == int
+
+    def test_fraction_vs_decimal_type_change(self):
+        t1 = Fraction(1, 2)
+        t2 = Decimal('0.5')
+        ddiff = DeepDiff(t1, t2)
+        assert 'type_changes' in ddiff
+
+    def test_fraction_in_dict(self):
+        t1 = {"a": Fraction(1, 3), "b": Fraction(2, 3)}
+        t2 = {"a": Fraction(1, 3), "b": Fraction(3, 4)}
+        ddiff = DeepDiff(t1, t2)
+        assert 'values_changed' in ddiff
+        assert "root['b']" in ddiff['values_changed']
+
+    def test_fraction_in_list(self):
+        t1 = [Fraction(1, 2), Fraction(1, 3)]
+        t2 = [Fraction(1, 2), Fraction(1, 4)]
+        ddiff = DeepDiff(t1, t2)
+        result = {
+            'values_changed': {
+                'root[1]': {
+                    'new_value': Fraction(1, 4),
+                    'old_value': Fraction(1, 3)
+                }
+            }
+        }
+        assert result == ddiff
+
+    def test_fraction_nested(self):
+        t1 = {"data": [{"val": Fraction(1, 3)}]}
+        t2 = {"data": [{"val": Fraction(2, 3)}]}
+        ddiff = DeepDiff(t1, t2)
+        assert 'values_changed' in ddiff
+        assert "root['data'][0]['val']" in ddiff['values_changed']
+
+
+class TestFractionIgnoreNumericTypeChanges:
+    """Tests for ignore_numeric_type_changes with Fraction."""
+
+    def test_fraction_vs_float_ignored(self):
+        t1 = Fraction(1, 2)
+        t2 = 0.5
+        ddiff = DeepDiff(t1, t2, ignore_numeric_type_changes=True)
+        assert {} == ddiff
+
+    def test_fraction_vs_int_ignored(self):
+        t1 = Fraction(2, 1)
+        t2 = 2
+        ddiff = DeepDiff(t1, t2, ignore_numeric_type_changes=True)
+        assert {} == ddiff
+
+    def test_fraction_vs_decimal_ignored(self):
+        t1 = Fraction(1, 2)
+        t2 = Decimal('0.5')
+        ddiff = DeepDiff(t1, t2, ignore_numeric_type_changes=True)
+        assert {} == ddiff
+
+    def test_fraction_vs_float_different_values(self):
+        t1 = Fraction(1, 3)
+        t2 = 0.5
+        ddiff = DeepDiff(t1, t2, ignore_numeric_type_changes=True)
+        assert 'values_changed' in ddiff
+
+    def test_fraction_vs_float_in_list_ignored(self):
+        t1 = [Fraction(1, 2), Fraction(3, 4)]
+        t2 = [0.5, 0.75]
+        ddiff = DeepDiff(t1, t2, ignore_numeric_type_changes=True)
+        assert {} == ddiff
+
+    def test_fraction_vs_int_in_dict_ignored(self):
+        t1 = {"a": Fraction(5, 1), "b": Fraction(10, 1)}
+        t2 = {"a": 5, "b": 10}
+        ddiff = DeepDiff(t1, t2, ignore_numeric_type_changes=True)
+        assert {} == ddiff
+
+    @pytest.mark.parametrize("t1, t2, significant_digits, result", [
+        ([0.5], [Fraction(1, 2)], 5, {}),
+        ([Fraction(1, 3)], [0.333333], 5, {}),
+        ([Fraction(1, 3)], [Decimal('0.33333')], 5, {}),
+        ([1], [Fraction(1, 1)], 5, {}),
+        ([-Fraction(1, 2)], [-0.5], 5, {}),
+        ([Fraction(22, 7)], [3.14286], 4, {}),
+    ])
+    def test_ignore_numeric_type_changes_with_fraction(self, t1, t2, significant_digits, result):
+        ddiff = DeepDiff(t1, t2, ignore_numeric_type_changes=True, significant_digits=significant_digits)
+        assert result == ddiff
+
+
+class TestFractionSignificantDigits:
+    """Tests for significant_digits with Fraction."""
+
+    def test_fraction_significant_digits_equal(self):
+        t1 = Fraction(1, 3)  # 0.333...
+        t2 = Fraction(334, 1000)  # 0.334
+        ddiff = DeepDiff(t1, t2, significant_digits=2)
+        assert {} == ddiff
+
+    def test_fraction_significant_digits_different(self):
+        t1 = Fraction(1, 3)  # 0.333...
+        t2 = Fraction(1, 2)  # 0.5
+        ddiff = DeepDiff(t1, t2, significant_digits=1)
+        assert 'values_changed' in ddiff
+
+    @pytest.mark.parametrize("test_num, t1, t2, significant_digits, number_format_notation, result", [
+        (1, Fraction(1, 3), Fraction(334, 1000), 2, "f", {}),
+        (2, Fraction(1, 2), Fraction(499, 1000), 2, "f", {}),
+        (3, Fraction(1, 2), Fraction(1, 3), 0, "f", {}),
+        (4, Fraction(1, 2), Fraction(1, 3), 1, "f",
+            {'values_changed': {'root': {'new_value': Fraction(1, 3), 'old_value': Fraction(1, 2)}}}),
+        (5, Fraction(22, 7), Fraction(355, 113), 2, "f", {}),  # Two approximations of pi agree to 2 digits
+        (6, Fraction(22, 7), Fraction(355, 113), 3, "f",
+            {'values_changed': {'root': {'new_value': Fraction(355, 113), 'old_value': Fraction(22, 7)}}}),
+    ])
+    def test_fraction_significant_digits_and_notation(self, test_num, t1, t2, significant_digits, number_format_notation, result):
+        ddiff = DeepDiff(t1, t2, significant_digits=significant_digits,
+                         number_format_notation=number_format_notation)
+        assert result == ddiff, f"test_fraction_significant_digits_and_notation #{test_num} failed."
+
+
+class TestFractionMathEpsilon:
+    """Tests for math_epsilon with Fraction."""
+
+    def test_fraction_math_epsilon_close(self):
+        d1 = {"a": Fraction(7175, 1000)}
+        d2 = {"a": Fraction(7174, 1000)}
+        res = DeepDiff(d1, d2, math_epsilon=0.01)
+        assert res == {}
+
+    def test_fraction_math_epsilon_not_close(self):
+        d1 = {"a": Fraction(7175, 1000)}
+        d2 = {"a": Fraction(7174, 1000)}
+        res = DeepDiff(d1, d2, math_epsilon=0.0001)
+        assert 'values_changed' in res
+
+    def test_fraction_vs_float_math_epsilon(self):
+        d1 = {"a": Fraction(1, 3)}
+        d2 = {"a": 0.333}
+        res = DeepDiff(d1, d2, math_epsilon=0.001, ignore_numeric_type_changes=True)
+        assert res == {}
+
+
+class TestFractionIgnoreOrder:
+    """Tests for ignore_order with Fraction."""
+
+    def test_fraction_ignore_order(self):
+        t1 = [{1: Fraction(1, 3)}, {2: Fraction(2, 3)}]
+        t2 = [{2: Fraction(2, 3)}, {1: Fraction(1, 3)}]
+        ddiff = DeepDiff(t1, t2, ignore_order=True)
+        assert {} == ddiff
+
+    def test_fraction_ignore_order_with_change(self):
+        t1 = [Fraction(1, 2), Fraction(1, 3)]
+        t2 = [Fraction(1, 3), Fraction(1, 4)]
+        ddiff = DeepDiff(t1, t2, ignore_order=True)
+        assert ddiff != {}
+
+
+class TestFractionAsKey:
+    """Tests for Fraction used as dictionary key."""
+
+    def test_fraction_as_dict_key(self):
+        t1 = {Fraction(1, 2): "half"}
+        t2 = {Fraction(1, 2): "one half"}
+        ddiff = DeepDiff(t1, t2)
+        assert 'values_changed' in ddiff
+
+    def test_fraction_vs_float_key(self):
+        # Fraction(1, 2) == 0.5 and hash(Fraction(1, 2)) == hash(0.5) in Python,
+        # so they resolve to the same dict key. DeepDiff sees no difference.
+        t1 = {Fraction(1, 2): "value"}
+        t2 = {0.5: "value"}
+        ddiff = DeepDiff(t1, t2)
+        assert ddiff == {}
+
+    def test_fraction_vs_float_key_ignore_numeric(self):
+        t1 = {Fraction(1, 2): "value"}
+        t2 = {0.5: "value"}
+        ddiff = DeepDiff(t1, t2, ignore_numeric_type_changes=True)
+        assert {} == ddiff
+
+
+class TestFractionNumberToString:
+    """Tests for number_to_string with Fraction."""
+
+    @pytest.mark.parametrize("t1, t2, significant_digits, number_format_notation, expected_result", [
+        (Fraction(1, 3), 0.333333, 5, "f", True),
+        (Fraction(1, 2), 0.5, 5, "f", True),
+        (Fraction(1, 2), 0.5, 5, "e", True),
+        (Fraction(1, 3), Fraction(1, 4), 1, "f", ('0.3', '0.2')),
+        (Fraction(22, 7), 3.14286, 4, "f", True),
+        (Fraction(0), 0.0, 5, "f", True),
+        (Fraction(-1, 2), -0.5, 5, "f", True),
+    ])
+    def test_number_to_string_fraction(self, t1, t2, significant_digits, number_format_notation, expected_result):
+        st1 = number_to_string(t1, significant_digits=significant_digits, number_format_notation=number_format_notation)
+        st2 = number_to_string(t2, significant_digits=significant_digits, number_format_notation=number_format_notation)
+        if expected_result is True:
+            assert st1 == st2
+        else:
+            assert st1 == expected_result[0]
+            assert st2 == expected_result[1]
+
+
+class TestFractionDeepHash:
+    """Tests for DeepHash with Fraction."""
+
+    def test_fraction_hash(self):
+        result = DeepHash(Fraction(1, 3))
+        assert result[Fraction(1, 3)]
+
+    def test_fraction_same_value_same_hash(self):
+        result1 = DeepHash(Fraction(1, 2))
+        result2 = DeepHash(Fraction(1, 2))
+        assert result1[Fraction(1, 2)] == result2[Fraction(1, 2)]
+
+    def test_fraction_different_value_different_hash(self):
+        result1 = DeepHash(Fraction(1, 2))
+        result2 = DeepHash(Fraction(1, 3))
+        assert result1[Fraction(1, 2)] != result2[Fraction(1, 3)]
+
+    def test_fraction_vs_float_hash_different_by_default(self):
+        result1 = DeepHash(Fraction(1, 2))
+        result2 = DeepHash(0.5)
+        assert result1[Fraction(1, 2)] != result2[0.5]
+
+    def test_fraction_vs_float_hash_same_with_ignore_numeric_type(self):
+        result1 = DeepHash(Fraction(1, 2), ignore_numeric_type_changes=True)
+        result2 = DeepHash(0.5, ignore_numeric_type_changes=True)
+        assert result1[Fraction(1, 2)] == result2[0.5]
+
+    def test_fraction_hash_prep(self):
+        result = DeepHashPrep(Fraction(1, 3))
+        assert 'Fraction' in result[Fraction(1, 3)]
+
+    def test_fraction_hash_prep_ignore_numeric_type(self):
+        result = DeepHashPrep(Fraction(1, 2), ignore_numeric_type_changes=True)
+        assert 'number' in result[Fraction(1, 2)]
+
+    def test_fraction_hash_significant_digits(self):
+        r1 = DeepHashPrep(Fraction(1, 3), significant_digits=2)
+        r2 = DeepHashPrep(Fraction(334, 1000), significant_digits=2)
+        assert r1[Fraction(1, 3)] == r2[Fraction(334, 1000)]
+
+
+class TestFractionSerialization:
+    """Tests for JSON serialization of Fraction values."""
+
+    def test_fraction_to_json(self):
+        t1 = Fraction(1, 3)
+        t2 = Fraction(2, 3)
+        ddiff = DeepDiff(t1, t2)
+        json_str = ddiff.to_json()
+        assert json_str is not None
+        assert '"new_value"' in json_str
+
+    def test_fraction_integer_value_serialization(self):
+        """Fraction with denominator 1 should serialize as int."""
+        result = json_dumps(Fraction(5, 1))
+        assert result == '5'
+
+    def test_fraction_float_value_serialization(self):
+        """Fraction with denominator != 1 should serialize as float."""
+        result = json_dumps(Fraction(1, 2))
+        assert result == '0.5'
+
+    def test_fraction_json_roundtrip(self):
+        t1 = {"a": Fraction(1, 2), "b": [1, 2]}
+        t2 = {"a": Fraction(3, 4), "b": [1, 3]}
+        ddiff = DeepDiff(t1, t2)
+        json_str = ddiff.to_json()
+        loaded = json_loads(json_str)
+        assert loaded is not None
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..638d47e6 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1,20 +1,38 @@
 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 == 'win32'",
+    "python_full_version >= '3.14' and sys_platform == 'emscripten'",
+    "python_full_version >= '3.14' and sys_platform != 'emscripten' and sys_platform != 'win32'",
+    "python_full_version >= '3.12' and python_full_version < '3.14' and sys_platform == 'win32'",
+    "python_full_version == '3.11.*' and sys_platform == 'win32'",
+    "python_full_version >= '3.12' and python_full_version < '3.14' and sys_platform == 'emscripten'",
+    "python_full_version == '3.11.*' and sys_platform == 'emscripten'",
+    "python_full_version >= '3.12' and python_full_version < '3.14' and sys_platform != 'emscripten' and sys_platform != 'win32'",
+    "python_full_version == '3.11.*' and sys_platform != 'emscripten' and sys_platform != 'win32'",
+    "python_full_version < '3.11'",
+]
+
+[[package]]
+name = "accessible-pygments"
+version = "0.0.5"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "pygments" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/bc/c1/bbac6a50d02774f91572938964c582fff4270eee73ab822a4aeea4d8b11b/accessible_pygments-0.0.5.tar.gz", hash = "sha256:40918d3e6a2b619ad424cb91e556bd3bd8865443d9f22f1dcdf79e33c8046872", size = 1377899, upload-time = "2024-05-10T11:23:10.216Z" }
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+    { url = "https://files.pythonhosted.org/packages/7e/b3/6b4067be973ae96ba0d615946e314c5ae35f9f993eca561b356540bb0c2b/alabaster-1.0.0-py3-none-any.whl", hash = "sha256:fc6786402dc3fcb2de3cabd5fe455a2db534b371124f1f21de8731783dec828b", size = 13929, upload-time = "2024-07-26T18:15:02.05Z" },
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 [[package]]
@@ -28,38 +46,51 @@ wheels = [
 
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+version = "3.6.3"
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+    { url = "https://files.pythonhosted.org/packages/74/f5/9373290775639cb67a2fce7f629a1c240dce9f12fe927bc32b2736e16dfc/argcomplete-3.6.3-py3-none-any.whl", hash = "sha256:f5007b3a600ccac5d25bbce33089211dfd49eab4a7718da3f10e3082525a92ce", size = 43846, upload-time = "2025-10-20T03:33:33.021Z" },
 ]
 
 [[package]]
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-version = "3.0.0"
+version = "3.0.1"
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 [[package]]
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+version = "2.18.0"
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+sdist = { url = "https://files.pythonhosted.org/packages/7d/b2/51899539b6ceeeb420d40ed3cd4b7a40519404f9baf3d4ac99dc413a834b/babel-2.18.0.tar.gz", hash = "sha256:b80b99a14bd085fcacfa15c9165f651fbb3406e66cc603abf11c5750937c992d", size = 9959554, upload-time = "2026-02-01T12:30:56.078Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/77/f5/21d2de20e8b8b0408f0681956ca2c69f1320a3848ac50e6e7f39c6159675/babel-2.18.0-py3-none-any.whl", hash = "sha256:e2b422b277c2b9a9630c1d7903c2a00d0830c409c59ac8cae9081c92f1aeba35", size = 10196845, upload-time = "2026-02-01T12:30:53.445Z" },
+]
+
+[[package]]
+name = "beautifulsoup4"
+version = "4.14.3"
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+dependencies = [
+    { name = "soupsieve" },
+    { name = "typing-extensions" },
+]
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 [[package]]
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