Snowflake integrates with S3, GCS, and Azure Blob via external stages. Create stage: CREATE STAGE s3_stage URL='s3://bucket/prefix' CREDENTIALS=(AWS_KEY_ID='...' AWS_SECRET_KEY='...'); For GCS: URL='gcs://bucket/prefix'; for Blob: URL='azure://account.blob.core.windows.net/container'. Load: COPY INTO table FROM @s3_stage. Use storage integration for managed credentials. Best practice: use file format (PARQUET, CSV), validate with VALIDATION_MODE, and use pattern matching (FILES=('.*sales.*'))....
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