Unable to query created or event_timestamp fields from feature views

[franciscojavierarceo]

Expected Behavior

get_historical_features should be able to return the created date or event_timestamp if explicitly requested, currently this just breaks.

features = store.get_historical_features(
        entity_df=entity_df,
        features=[
            "driver_hourly_stats:acc_rate",
            "driver_hourly_stats:conv_rate",
            "driver_hourly_stats:avg_daily_trips",
            "driver_hourly_stats:created",
            "driver_hourly_stats:event_timestamp",
        ]
    )

Current Behavior

get_historical_features should be able to return the created date if explicitly requested, currently this just breaks.

Steps to reproduce

import pandas as pd
from datetime import datetime, timedelta
from feast import FeatureStore

store = FeatureStore(".")


def main():
    entity_df = pd.DataFrame.from_dict({
        "driver_id": [1001, 1002],
        "event_timestamp": [datetime.utcnow() - timedelta(days=2), datetime.utcnow() - timedelta(days=2)],
        "input_value": [100, 200],
    })

    features = store.get_historical_features(
        entity_df=entity_df,
        features=[
            "driver_hourly_stats:acc_rate",
            "driver_hourly_stats:conv_rate",
            "driver_hourly_stats:avg_daily_trips",
            "driver_hourly_stats:created",
            "driver_hourly_stats:event_timestamp",
        ]
    )
    print('here are the features!\n', features.to_df())

if __name__ == '__main__':
    main()

Specifications

• Version:
• Platform:
• Subsystem:

Possible Solution

#3411

[stale]

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