Jai-sdk

delete_ids` method bug fix.

What's Changed
* fix by ricardokazu in https://github.com/jquant/jai-sdk/pull/356


**Full Changelog**: https://github.com/jquant/jai-sdk/compare/v0.22.0...v0.22.1

We recommend that all users upgrade to this version using pip:

pip install -U jai-sdk

Release Notes
- Good Practices
- Backwards Incompatible Change
- New Features

Backwards Incompatible Change
- Adjust for new info structure
The `.info` method has been changed. New info now contains the following keys:

name: str
displayName: str
owner: str
project: str
type: str
version: str
parents: List[str]
size: int when get_size=True
embedding_dimension: int when get_size=True


Good Practices
- Importing `tqdm` with `from tqdm.auto import tqdm`
This should normalize the progress bar when using jupyter notebooks.

New Features
- new method `update_database` to change information (`displayName` and `project`) of the database

What's Changed
* New class layer by ricardokazu in https://github.com/jquant/jai-sdk/pull/349
* Format Python code with psf/black push by github-actions in https://github.com/jquant/jai-sdk/pull/350
* New info by ricardokazu in https://github.com/jquant/jai-sdk/pull/351
* Format Python code with psf/black push by github-actions in https://github.com/jquant/jai-sdk/pull/352
* Tqdm auto by ricardokazu in https://github.com/jquant/jai-sdk/pull/354
* Format Python code with psf/black push by github-actions in https://github.com/jquant/jai-sdk/pull/355
* v0.22.0 by ricardokazu in https://github.com/jquant/jai-sdk/pull/353


**Full Changelog**: https://github.com/jquant/jai-sdk/compare/v0.21.0...v0.22.0

We recommend that all users upgrade to this version using pip:

pip install -U jai-sdk

Release Notes
- Highlights
- Backwards Incompatible Change

Highlights
- readded auth key usage on object instantiation:

j = Jai(auth_key)


Backwards Incompatible Change
- Added `displayName`, `owner` and `project` attributes to describe response

What's Changed
* Getting linear weights by Luis-Victor in https://github.com/jquant/jai-sdk/pull/345
* Format Python code with psf/black push by github-actions in https://github.com/jquant/jai-sdk/pull/346
* re-add auth_key parameter to all classes by ricardokazu in https://github.com/jquant/jai-sdk/pull/348
* v0.21.0 by ricardokazu in https://github.com/jquant/jai-sdk/pull/347


**Full Changelog**: https://github.com/jquant/jai-sdk/compare/v0.20.1...v0.21.0

We recommend that all users upgrade to this version using pip:

pip install -U jai-sdk

Release Notes
Please check the [release notes.](https://jai-sdk.readthedocs.io/en/latest/source/whats_new/v0.20.1.html)

What's Changed
* Fix readme by ricardokazu in https://github.com/jquant/jai-sdk/pull/338
* Parallel query by ricardokazu in https://github.com/jquant/jai-sdk/pull/339
* Format Python code with psf/black push by github-actions in https://github.com/jquant/jai-sdk/pull/340
* fix code by ricardokazu in https://github.com/jquant/jai-sdk/pull/341
* Version prep by ricardokazu in https://github.com/jquant/jai-sdk/pull/342
* v0.20.1 by ricardokazu in https://github.com/jquant/jai-sdk/pull/343


**Full Changelog**: https://github.com/jquant/jai-sdk/compare/v0.20.0...v0.20.1

We recommend that all users upgrade to this version using pip:

pip install -U jai-sdk

Release Notes
Please check the [release notes.](https://jai-sdk.readthedocs.io/en/latest/source/whats_new/v0.20.0.html)

What's Changed
* Refactor by ricardokazu in https://github.com/jquant/jai-sdk/pull/324
* Fix query by ricardokazu in https://github.com/jquant/jai-sdk/pull/325
* support to python 3.10 by ricardokazu in https://github.com/jquant/jai-sdk/pull/327
* Changed formatter to black formatter by ricardokazu in https://github.com/jquant/jai-sdk/pull/326
* New tests on JAI-sdk by Luis-Victor in https://github.com/jquant/jai-sdk/pull/330
* Doc valid by ricardokazu in https://github.com/jquant/jai-sdk/pull/331
* Format Python code with psf/black push by github-actions in https://github.com/jquant/jai-sdk/pull/332
* Check on Query only on safe_mode=True by ricardokazu in https://github.com/jquant/jai-sdk/pull/334
* Review fix by ricardokazu in https://github.com/jquant/jai-sdk/pull/335
* hotfixes by ricardokazu in https://github.com/jquant/jai-sdk/pull/336
* v0.20.0 by ricardokazu in https://github.com/jquant/jai-sdk/pull/333

New Contributors
* github-actions made their first contribution in https://github.com/jquant/jai-sdk/pull/332

**Full Changelog**: https://github.com/jquant/jai-sdk/compare/v0.19.1...v0.20.0

We recommend that all users upgrade to this version using pip:

pip install -U jai-sdk

Release Notes
- New Features
- Improvements
- Bug Fixes

New Features
- Added orient parameter to change the output format of similar and recommendation methods 319

Improvements
- Added a warning to `split` when NA values are found. 320

Bug Fixes
- Fix info when there's no database 322

What's Changed
* Orient by ricardokazu in https://github.com/jquant/jai-sdk/pull/319
* Warn split by ricardokazu in https://github.com/jquant/jai-sdk/pull/320
* Fix info by ricardokazu in https://github.com/jquant/jai-sdk/pull/322
* v0.19.1 by ricardokazu in https://github.com/jquant/jai-sdk/pull/321


**Full Changelog**: https://github.com/jquant/jai-sdk/compare/v0.19.0...v0.19.1