Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
https://github.com/lucacappelletti94/compress_json
The missing Python utility to read and write compressed JSONs.
https://github.com/lucacappelletti94/compress_json
compression json python3
Last synced: 5 days ago
JSON representation
The missing Python utility to read and write compressed JSONs.
- Host: GitHub
- URL: https://github.com/lucacappelletti94/compress_json
- Owner: LucaCappelletti94
- License: mit
- Created: 2019-09-13T06:20:52.000Z (about 5 years ago)
- Default Branch: master
- Last Pushed: 2024-10-26T19:24:30.000Z (10 days ago)
- Last Synced: 2024-10-27T22:27:45.780Z (9 days ago)
- Topics: compression, json, python3
- Language: Python
- Homepage:
- Size: 119 KB
- Stars: 16
- Watchers: 2
- Forks: 3
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- Funding: .github/FUNDING.yml
- License: LICENSE
Awesome Lists containing this project
README
# compress_json
[](https://pypi.org/project/compress-json/)
[](https://pypi.org/project/compress-json/)
[](https://pypi.org/project/compress-json/)
[](https://pepy.tech/project/compress-json)
[](https://github.com/LucaCappelletti94/ugly_csv_generator/actions/)
[](https://app.codacy.com/gh/LucaCappelletti94/compress_json/dashboard?utm_source=gh&utm_medium=referral&utm_content=&utm_campaign=Badge_grade)
The missing Python utility to read and write compressed JSONs.
The library is loosely based on the [compress_pickle](https://github.com/lucianopaz/compress_pickle) library.
## How do I install this package?
As usual, just download it using pip:
```shell
pip install compress_json
```
## Available compression modes
The compression modes, detected automatically by the file name, are **gzip**, **bz2**, and **lzma** (or **xz**), with the notable exception of **zip** which seems difficult to integrate into the JSON pipeline.
## Usage example
The library is extremely easy to use:
```python
import compress_json
D = {
"A": {
"B": "C"
}
}
compress_json.dump(D, "filepath.json.gz") # for a gzip file
compress_json.dump(D, "filepath.json.bz") # for a bz2 file
compress_json.dump(D, "filepath.json.lzma") # for a lzma file
compress_json.dump(D, "filepath.json.xz") # for a lzma file
D1 = compress_json.load("filepath.json.gz") # for loading a gzip file
D2 = compress_json.load("filepath.json.bz") # for loading a bz2 file
D3 = compress_json.load("filepath.json.lzma") # for loading a lzma file
D3 = compress_json.load("filepath.json.xz") # for loading a lzma file
```
If it happens that you have to load or dump a JSON object with a custom extension, you can specify the compression mode by passing the `compression` parameter to the `load` and `dump` methods:
```python
import compress_json
D = {
"A": {
"B": "C"
}
}
compress_json.dump(D, "filepath.custom_extension1", compression="gzip") # for a gzip file
compress_json.dump(D, "filepath.custom_extension2", compression="bz2") # for a bz2 file
compress_json.dump(D, "filepath.custom_extension3", compression="lzma") # for a lzma file
D1 = compress_json.load("filepath.custom_extension1", compression="gzip") # for loading a gzip file
D2 = compress_json.load("filepath.custom_extension2", compression="bz2") # for loading a bz2 file
D3 = compress_json.load("filepath.custom_extension3", compression="lzma") # for loading a lzma file
assert D == D1 == D2 == D3
```
## Some extra perks: local loading and dumping
The library makes available, other than the usual `load` and `dump` from the JSON library, the methods `local_load` and `local_dump`, which let you load and dump files in the same directory as wherever you are calling them, by using the call stack.
This can be useful, especially when loading files within packages.
```python
import compress_json
D = {
"A": {
"B": "C"
}
}
compress_json.local_dump(D, "filepath.json.gz") # for a gzip file
compress_json.local_dump(D, "filepath.json.bz") # for a bz2 file
compress_json.local_dump(D, "filepath.json.lzma") # for a lzma file
D1 = compress_json.local_load("filepath.json.gz") # for loading a gzip file
D2 = compress_json.local_load("filepath.json.bz") # for loading a bz2 file
D3 = compress_json.local_load("filepath.json.lzma") # for loading a lzma file
assert D == D1 == D2 == D3
```
## Loading with RAM cache
Sometimes you need to load a compressed JSON file a LOT of times, and you may want to put this document in a cache or something of the sort. Fortunately, we already provide this option for you:
```python
import compress_json
# The first time you load the file, it will be cached in RAM
D1 = compress_json.load(
"filepath.json.gz",
use_cache=True
)
# The second time you load the file, it will be loaded from the cache
D2 = compress_json.local_load(
"filepath.json.gz",
use_cache=True
)
assert D1 == D2
```
## Advanced usage
You can pass parameters to either the chosen compression mode or the JSON library.
With the `json_kwargs` parameter, you can specify any of the kwargs that should be forwarded to the JSON library method, which you can obtain for your Python version by running `help(json.dump)` and `help(json.load)`, depending on whether you are dumping or loading the JSON object.
Similarly, with the `compression_kwargs` parameter, you can specify any parameter that has to be forwarded to the compression library that you intend to use, whether that is `lzma`, `gzip`, or `bz2`, and as per JSON will depend on which version you have installed.
Whether you are dumping or loading a compressed JSON object, you can get the list of parameters you have available to forward to the compression method by running `help(lzma.open)`, `help(gzip.open)`, or `help(bz2.open)`, respectively.
```python
import compress_json
D = {
"A": {
"B": "C"
}
}
compress_json.dump(
D, "filepath.json.gz",
compression_kwargs={
"compresslevel": 9 # The kwargs for gzip
},
json_kwargs={
"indent": 4 # The kwargs for json
}
)
D4 = compress_json.load(
"filepath.json.gz",
compression_kwargs={
"compresslevel": 9 # The kwargs for gzip
},
json_kwargs={} # The kwargs for json
)
assert D == D4
```
## License
The library is released under the MIT license.