Add missing AISQL function wrappers: ai_count_tokens, ai_multi_embed, ai_redact#4261
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Add missing AISQL function wrappers: ai_count_tokens, ai_multi_embed, ai_redact#4261sfc-gh-yixie wants to merge 1 commit into
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…ti_embed, ai_redact) - Add standalone `ai_count_tokens`, `ai_multi_embed`, and `ai_redact` to `functions.py` - Add `DataFrame.ai.multi_embed` and `DataFrame.ai.redact` DataFrame methods - Fix `DataFrame.ai.count_tokens` to use new `AI_COUNT_TOKENS` instead of deprecated `SNOWFLAKE.CORTEX.COUNT_TOKENS` - Add `DataframeAiMultiEmbed` and `DataframeAiRedact` proto messages; regenerate `ast_pb2.py` - Add integration tests for all new functions Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
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Summary
snowflake.snowpark.functions:ai_count_tokens,ai_multi_embed, andai_redactDataFrame.ai.multi_embedandDataFrame.ai.redacthigh-level DataFrame methodsDataFrame.ai.count_tokensto call the newAI_COUNT_TOKENSSQL function instead of the deprecatedSNOWFLAKE.CORTEX.COUNT_TOKENSDataframeAiMultiEmbedandDataframeAiRedactproto messages toast.protoand regeneratedast_pb2.pyMotivation
Snowflake now exposes 15
AI_*functions. Prior to this PR, the Snowpark Python client was missing three of them:AI_COUNT_TOKENSAI_MULTI_EMBEDAI_REDACTTest plan
test_ai_count_tokens_basic— verifiesai_count_tokensreturns a positive integertest_ai_count_tokens_no_model— verifies functions that don't require a modeltest_ai_count_tokens_column_input— verifies column references and relative token countstest_ai_redact_basic— verifies PII placeholders appear in outputtest_ai_redact_with_categories— verifies category-scoped redactiontest_ai_redact_detect_mode— verifies span metadata returned in detect modetest_ai_redact_column_input— verifies column referencestest_dataframe_ai_redact_basic/_detect_mode/_with_categories/_default_output_columntest_ai_multi_embed_basic— verifies embedding object structuretest_dataframe_ai_multi_embed_basic/_default_output_column🤖 Generated with Claude Code