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The serverless() method requires databricks-connect 15.1.0+, but version 17.x only supports Python 3.12. Updated documentation to specify: - Python 3.10/3.11: use >=15.1,<16.2 - Python 3.12: use >=16.2 Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
…alog management - Strongly recommend Spark + Faker for all data generation (default approach) - Only use Polars for <10K rows if user explicitly prefers local generation - Add volume upload instructions using databricks fs commands - Remove CREATE CATALOG statements - assume catalogs already exist - Update decision guides and examples to reflect Spark-first approach - Consolidate and simplify execution options and installation instructions - Update best practices and common issues sections Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
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- Rename databricks-synthetic-data-generation to databricks-synthetic-data-gen across all install scripts, documentation, and cross-references to match the actual skill directory name - Add missing skills (databricks-iceberg, databricks-parsing) to install.sh and install.ps1 Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
Bugs: - Remove .cache()/.unpersist() in generate_synthetic_data.py (serverless incompatible) - Fix .gitignore formatting (restore blank line separator) Design: - Refactor ground_truth.yaml to use external response files (1127 → 347 lines) - Change timeout from 480s to 240s with explanatory comment - Add Windows timeout warning in mlflow_eval.py Nits: - Fix hardcoded catalog name (dustin_vannoy_catalog → my_catalog) - Fix DatabricksEnv import path (databricks.connect.session → databricks.connect) - Add EOF newline to 1-setup-and-execution.md - Remove unused imports in evaluate.py Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
Remove new_cluster section and use environment_key at task level for cleaner serverless job definition. Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
DatabricksEnv requires databricks-connect>=16.4 which requires Python 3.12+. Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
- Expand version constraint from >=16.4,<17.0 to >=16.4,<17.4 to support databricks-connect 17.x versions - Fix get_databricks_connect_version() to use importlib.metadata.version() instead of non-existent databricks.connect.__version__ attribute Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
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Looks great, did some deployments with multiple parallel agents and everything worked well.
calreynolds
approved these changes
Mar 4, 2026
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