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# DeepDiff v 6.2.3
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![Python Versions]
![License]
[Build Status]
[codecov]
## DeepDiff Overview
- DeepDiff: Deep Difference of dictionaries, iterables, strings and other
objects. It will recursively look for all the changes.
- DeepSearch: Search for objects within other objects.
- DeepHash: Hash any object based on their content.
Tested on Python 3.7+ and PyPy3.
- **[Documentation]**
## What is new?
Please check the [ChangeLog] file for the detailed information.
DeepDiff 6-2-0
- Major improvement in the diff report for lists when items are all
hashable and the order of items is important.
DeepDiff 6-1-0
- DeepDiff.affected_paths can be used to get the list of all paths where a
change, addition, or deletion was reported for.
- DeepDiff.affected_root_keys can be used to get the list of all paths
where a change, addition, or deletion was reported for.
- Bugfix: ValueError when using Decimal 0.x #339 by [Enric Pou]
- Serialization of UUID
DeepDiff 6-0-0
- [Exclude obj callback strict] parameter is added to DeepDiff by Mikhail
Khviyuzov [mskhviyu].
- A fix for diffing using `iterable_compare_func` with nested objects by
[dtorres-sf] who originally contributed this feature.
Note: There are no breaking changes in DeepDiff 6 compared to the latest
DeepDiff 5 releases.
## Installation
### Install from PyPi:
`pip install deepdiff`
If you want to use DeepDiff from commandline:
`pip install "deepdiff[cli]"`
### Importing
```python
>>> from deepdiff import DeepDiff # For Deep Difference of 2 objects
>>> from deepdiff import grep, DeepSearch # For finding if item exists in
an object
>>> from deepdiff import DeepHash # For hashing objects based on their
contents
```
Note: if you want to use DeepDiff via commandline, make sure to run `pip
install "deepdiff[cli]"`. Then you can access the commands via:
- DeepDiff
- `$ deep diff --help`
- Delta
- `$ deep patch --help`
- grep
- `$ deep grep --help`
- extract
- `$ deep extract --help`
# Deep Diff
DeepDiff gets the difference of 2 objects.
> - Please take a look at the [DeepDiff docs]
> - The full documentation of all modules can be found on
> - Tutorials and posts about DeepDiff can be found on
## A few Examples
> Note: This is just a brief overview of what DeepDiff can do. Please visit
for full documentation.
### List difference ignoring order or duplicates
```python
>>> 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":[1, 3, 2, 3]}}
>>> ddiff = DeepDiff(t1, t2, ignore_order=True)
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