Expected Behavior
No warning message on running get_historical_features function
Current Behavior
The get_historical_features` function triggers the following warning:
WARNING:root:_list_feature_views will make breaking changes. Please use _list_batch_feature_views instead. _list_feature_views will behave like _list_all_feature_views in the future.
Steps to reproduce
This can be reproduced following steps from the quickstart guide:
# setup a feature store
feast init feature_store
cd feature_store/feature_repo
feast apply
Then run in a Python shell run:
In [1]: from datetime import datetime
...: import pandas as pd
...:
...: from feast import FeatureStore
...:
...: # Note: see https://docs.feast.dev/getting-started/concepts/feature-retrieval for
...: # more details on how to retrieve for all entities in the offline store instead
...: entity_df = pd.DataFrame.from_dict(
...: {
...: # entity's join key -> entity values
...: "driver_id": [1001, 1002, 1003],
...: # "event_timestamp" (reserved key) -> timestamps
...: "event_timestamp": [
...: datetime(2021, 4, 12, 10, 59, 42),
...: datetime(2021, 4, 12, 8, 12, 10),
...: datetime(2021, 4, 12, 16, 40, 26),
...: ],
...: # (optional) label name -> label values. Feast does not process these
...: "label_driver_reported_satisfaction": [1, 5, 3],
...: # values we're using for an on-demand transformation
...: "val_to_add": [1, 2, 3],
...: "val_to_add_2": [10, 20, 30],
...: }
...: )
...:
...: store = FeatureStore(repo_path=".")
...:
...: training_df = store.get_historical_features(
...: entity_df=entity_df,
...: features=[
...: "driver_hourly_stats:conv_rate",
...: "driver_hourly_stats:acc_rate",
...: "driver_hourly_stats:avg_daily_trips",
...: "transformed_conv_rate:conv_rate_plus_val1",
...: "transformed_conv_rate:conv_rate_plus_val2",
...: ],
...: ).to_df()
# warning triggered
WARNING:root:_list_feature_views will make breaking changes. Please use _list_batch_feature_views instead. _list_feature_views will behave like _list_all_feature_views in the future.
Specifications
- Version: 0.40.1
- Platform: Mac M2, Sequoia 15.0.1
- Subsystem: Python 3.11
Possible Solution
First, let's try following the suggestion in the warning: use _list_batch_feature_views instead.
Expected Behavior
No warning message on running get_historical_features function
Current Behavior
The get_historical_features` function triggers the following warning:
Steps to reproduce
This can be reproduced following steps from the quickstart guide:
Then run in a Python shell run:
Specifications
Possible Solution
First, let's try following the suggestion in the warning: use _list_batch_feature_views instead.