Unable to query created or event_timestamp fields from feature views #3412
Description
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: