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GeezerVison is showing github.com — Add torch.Tensor as option for online and offline retrieval · Issue #4890 · feast-dev/feast

Add torch.Tensor as option for online and offline retrieval #4890

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#5381
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Add torch.Tensor as option for online and offline retrieval#4890
#5381
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Description

@franciscojavierarceo
franciscojavierarceo
opened on Jan 3, 2025
Issue body actions

Is your feature request related to a problem? Please describe.
Feast should create an extra to support PyTorch tensors as a first-class citizen.

Describe the solution you'd like

# Fetch features from Feast
 feature_vector = feature_store.get_online_features(
        entity_rows=[entity_row],       
       features=self.feature_refs
 ).to_tensor(kind='torch') # default is torch, could support Tensorflow later

Describe alternatives you've considered
N/A

Additional context
N/A

Activity

  1. franciscojavierarceo
    added
    kind/featureNew feature or requestNew feature or request
    on Jan 3, 2025
  2. franciscojavierarceo
    added
    good first issueGood for newcomersGood for newcomers
    starter-ticketGood starter ticketsGood starter tickets
    on Mar 4, 2025
  3. franciscojavierarceo
    added a sub-issue on Mar 4, 2025
    • Return different matrix types for online serving #4714
  4. franciscojavierarceo
    removed a sub-issue on Mar 4, 2025
    • Return different matrix types for online serving #4714
  5. franciscojavierarceo
    added a parent issue on Mar 4, 2025
    • Return different matrix types for online serving #4714
  6. franciscojavierarceo
    closed this as completedin #5381on Jun 4, 2025
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