arize-ai / client_python Goto Github PK

Hi Arize team,

I'm wondering if your team could please publish release notes, or at least changelogs for version upgrades when arize has a new major/minor/patch upgrade? We have a dependabot that maintains our dependencies and frequently suggests upgrading major or minor versions of Arize, but it is difficult to understand which changes we'd be admitting, and further, if arize has deprecated anything important or otherwise introduced any breaking changes. This makes us reluctant to commit the suggested upgrade. Publishing changelogs or release notes will allow teams using arize for their ML platforms to more quickly adapt to the latest cool features you make available.

Thank you!
Frank

notebooks/Analyzing_Performance_Degredation needs a fix to update import statements (in Step 0 & Step 1) for the latest version
from arize.types import ModelTypes
to
from arize.utils.types import ModelTypes

Would be great if the following package versions were supported:

• pandas 2.0.*
• lightgbm 4.0.*

Hi,
I'm trying to programmatically upload my first training dataset, but even though the docs say you support missing data in features, your validation in fact prevents missing data in integer columns:

The list of allowed arrow types only contains non-nullable integer types. Is this an oversight or because you don't really support missing data in features?

Also, and perhaps alternatively, since you support manual upload of parquet and arrow files, do you plan to also support these via the Python SDK? My data is in Arrow to begin with, and so that would save me some manual work of converting to pandas, especially since it'll get converted back to Arrow anyway.

Following these docs in colab environment.
Arize verison: 7.11.0
Following code raise exception

from arize.api import Client

API_KEY = 'xx'
SPACE_KEY = 'xx'
arize_client = Client(space_key=SPACE_KEY, api_key=API_KEY)

Trace:

---------------------------------------------------------------------------
ModuleNotFoundError                       Traceback (most recent call last)
[<ipython-input-4-afea86b840c6>](https://localhost:8080/#) in <cell line: 1>()
----> 1 from arize.api import Client
      2 
      3 
      4 API_KEY = '6983bed'
      5 SPACE_KEY = 'ff4f4d6be3d5f6fbc6d'

[/usr/local/lib/python3.10/dist-packages/arize/api.py](https://localhost:8080/#) in <module>
     36 from .__init__ import __version__
     37 from .bounded_executor import BoundedExecutor
---> 38 from .single_log.casting import cast_dictionary
     39 from .utils.errors import AuthError, InvalidStringLength, InvalidTypeAuthKey, InvalidValueType
     40 from .utils.logging import get_truncation_warning_message, logger

ModuleNotFoundError: No module named 'arize.single_log'

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