As i am working on getting the PR out for GraphQL MLModel Query.. I am facing an issue in the

MLModels

Client where the Snapshot aspects array is empty in here - https://github.com/linkedin/datahub/blob/master/gms/impl/src/main/java/com/linkedin/metadata/resources/ml/MLModels.java#L121 Any clues on where the issue might be?

and you've ingested ML model data into the system? You can see it in MySQL?

Yes, the data is ingested to MySQL thru the

metadata-ingestion

Also in the MLModel Client value

urn

is populated that i can see it thru debug and its also part of the GraphQL response.

{
  "data": {
    "mlmodel": {
      "urn": "urn:li:mlModel:(urn:li:dataPlatform:science,scienceModel,PROD)",
      "type": "MLMODEL",
      "name": "scienceModel",
      "origin": "PROD",
      "description": "",
      "tags": [],
      "properties": null,
      "ownership": null,
      "status": null,
      "institutionalMemory": null,
      "mlModelProperties": null,
      "intendedUse": null,
      "mlModelFactorPrompts": null,
      "metrics": null,
      "trainingData": null,
      "evaluationData": null,
      "quantitativeAnalyses": null,
      "ethicalConsiderations": null,
      "caveatsAndRecommendations": null,
      "cost": null
    }
  }
}

Interesting... if you’re seeing it in graphql response, then where exactly is the issue?

As you can see no aspects data is retrieved… I don’t receive any aspects in the MLModelSnapshot…..

omg i see.. hmm. can you join office hours?