gopidesupavan commented on code in PR #62793: URL: https://github.com/apache/airflow/pull/62793#discussion_r2880915906
########## providers/common/ai/src/airflow/providers/common/ai/example_dags/example_llm_schema_compare.py: ########## @@ -0,0 +1,147 @@ +# Licensed to the Apache Software Foundation (ASF) under one +# or more contributor license agreements. See the NOTICE file +# distributed with this work for additional information +# regarding copyright ownership. The ASF licenses this file +# to you under the Apache License, Version 2.0 (the +# "License"); you may not use this file except in compliance +# with the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, +# software distributed under the License is distributed on an +# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +# KIND, either express or implied. See the License for the +# specific language governing permissions and limitations +# under the License. +"""Example DAGs demonstrating LLMSchemaCompareOperator usage.""" + +from __future__ import annotations + +from airflow.providers.common.ai.operators.llm_schema_compare import LLMSchemaCompareOperator +from airflow.providers.common.compat.sdk import dag, task +from airflow.providers.common.sql.config import DataSourceConfig + + +# [START howto_operator_llm_schema_compare_basic] +@dag +def example_llm_schema_compare_basic(): + LLMSchemaCompareOperator( + task_id="detect_schema_drift", + prompt="Identify schema mismatches that would break data loading between systems", + llm_conn_id="pydantic_ai_default", + db_conn_ids=["postgres_default", "snowflake_default"], + table_names=["customers"], + ) + + +# [END howto_operator_llm_schema_compare_basic] + +example_llm_schema_compare_basic() + + +# [START howto_operator_llm_schema_compare_full] +@dag +def example_llm_schema_compare_full_context(): + LLMSchemaCompareOperator( + task_id="detect_schema_drift", + prompt=( + "Compare schemas and generate a migration plan. " + "Flag any differences that would break nightly ETL loads." + ), + llm_conn_id="pydantic_ai_default", + db_conn_ids=["postgres_source", "snowflake_target"], + table_names=["customers", "orders"], + context_strategy="full", + reasoning_mode=True, Review Comment: updated it now.. -- This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and use the URL above to go to the specific comment. To unsubscribe, e-mail: [email protected] For queries about this service, please contact Infrastructure at: [email protected]
