Class PredictResponse (2.5.0)
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Version latestkeyboard_arrow_down
PredictResponse ( mapping = None , * , ignore_unknown_fields = False , ** kwargs )
Response message for predict method.
Attributes
Name
Description
results
MutableSequence[google.cloud.retail_v2.types.PredictResponse.PredictionResult ]
A list of recommended products. The order
represents the ranking (from the most relevant
product to the least).
attribution_token
str
A unique attribution token. This should be included in the
UserEvent logs resulting
from this recommendation, which enables accurate attribution
of recommendation model performance.
missing_ids
MutableSequence[str]
IDs of products in the request that were
missing from the inventory.
validate_only
bool
True if the validateOnly property was set in
the request.
Classes
PredictionResult
PredictionResult ( mapping = None , * , ignore_unknown_fields = False , ** kwargs )
PredictionResult represents the recommendation prediction
results.
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Last updated 2025-08-28 UTC.
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Missing the information I need","missingTheInformationINeed","thumb-down"],["Too complicated / too many steps","tooComplicatedTooManySteps","thumb-down"],["Out of date","outOfDate","thumb-down"],["Samples / code issue","samplesCodeIssue","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2025-08-28 UTC."],[],[],null,["# Class PredictResponse (2.5.0)\n\nVersion latestkeyboard_arrow_down\n\n- [2.5.0 (latest)](/python/docs/reference/retail/latest/google.cloud.retail_v2.types.PredictResponse)\n- [2.4.0](/python/docs/reference/retail/2.4.0/google.cloud.retail_v2.types.PredictResponse)\n- [2.3.0](/python/docs/reference/retail/2.3.0/google.cloud.retail_v2.types.PredictResponse)\n- [2.2.0](/python/docs/reference/retail/2.2.0/google.cloud.retail_v2.types.PredictResponse)\n- [2.1.0](/python/docs/reference/retail/2.1.0/google.cloud.retail_v2.types.PredictResponse)\n- [2.0.0](/python/docs/reference/retail/2.0.0/google.cloud.retail_v2.types.PredictResponse)\n- [1.25.0](/python/docs/reference/retail/1.25.0/google.cloud.retail_v2.types.PredictResponse)\n- [1.24.0](/python/docs/reference/retail/1.24.0/google.cloud.retail_v2.types.PredictResponse)\n- [1.23.1](/python/docs/reference/retail/1.23.1/google.cloud.retail_v2.types.PredictResponse)\n- [1.22.0](/python/docs/reference/retail/1.22.0/google.cloud.retail_v2.types.PredictResponse)\n- [1.21.2](/python/docs/reference/retail/1.21.2/google.cloud.retail_v2.types.PredictResponse)\n- [1.20.1](/python/docs/reference/retail/1.20.1/google.cloud.retail_v2.types.PredictResponse)\n- [1.19.1](/python/docs/reference/retail/1.19.1/google.cloud.retail_v2.types.PredictResponse)\n- [1.18.0](/python/docs/reference/retail/1.18.0/google.cloud.retail_v2.types.PredictResponse)\n- [1.17.0](/python/docs/reference/retail/1.17.0/google.cloud.retail_v2.types.PredictResponse)\n- [1.16.3](/python/docs/reference/retail/1.16.3/google.cloud.retail_v2.types.PredictResponse)\n- [1.15.1](/python/docs/reference/retail/1.15.1/google.cloud.retail_v2.types.PredictResponse)\n- [1.14.1](/python/docs/reference/retail/1.14.1/google.cloud.retail_v2.types.PredictResponse)\n- [1.13.0](/python/docs/reference/retail/1.13.0/google.cloud.retail_v2.types.PredictResponse)\n- [1.12.0](/python/docs/reference/retail/1.12.0/google.cloud.retail_v2.types.PredictResponse)\n- [1.11.0](/python/docs/reference/retail/1.11.0/google.cloud.retail_v2.types.PredictResponse)\n- [1.10.2](/python/docs/reference/retail/1.10.2/google.cloud.retail_v2.types.PredictResponse)\n- [1.9.0](/python/docs/reference/retail/1.9.0/google.cloud.retail_v2.types.PredictResponse)\n- [1.8.1](/python/docs/reference/retail/1.8.1/google.cloud.retail_v2.types.PredictResponse)\n- [1.7.0](/python/docs/reference/retail/1.7.0/google.cloud.retail_v2.types.PredictResponse)\n- [1.6.1](/python/docs/reference/retail/1.6.1/google.cloud.retail_v2.types.PredictResponse)\n- [1.5.0](/python/docs/reference/retail/1.5.0/google.cloud.retail_v2.types.PredictResponse)\n- [1.4.1](/python/docs/reference/retail/1.4.1/google.cloud.retail_v2.types.PredictResponse)\n- [1.3.0](/python/docs/reference/retail/1.3.0/google.cloud.retail_v2.types.PredictResponse)\n- [1.2.1](/python/docs/reference/retail/1.2.1/google.cloud.retail_v2.types.PredictResponse)\n- [1.1.0](/python/docs/reference/retail/1.1.0/google.cloud.retail_v2.types.PredictResponse)\n- [1.0.2](/python/docs/reference/retail/1.0.2/google.cloud.retail_v2.types.PredictResponse)\n- [0.4.2](/python/docs/reference/retail/0.4.2/google.cloud.retail_v2.types.PredictResponse)\n- [0.3.1](/python/docs/reference/retail/0.3.1/google.cloud.retail_v2.types.PredictResponse)\n- [0.2.0](/python/docs/reference/retail/0.2.0/google.cloud.retail_v2.types.PredictResponse)\n- [0.1.0](/python/docs/reference/retail/0.1.0/google.cloud.retail_v2.types.PredictResponse) \n\n PredictResponse(mapping=None, *, ignore_unknown_fields=False, **kwargs)\n\nResponse message for predict method.\n\nClasses\n-------\n\n### PredictionResult\n\n PredictionResult(mapping=None, *, ignore_unknown_fields=False, **kwargs)\n\nPredictionResult represents the recommendation prediction\nresults."]]