Semantica 0.2.7

Overview

Release 0.2.7 adds Snowflake integration, Apache Arrow export, and benchmark suite.

🚀 New Features

Snowflake Connector for Data Ingestion

PR #276 by @Sameer6305

Native Snowflake connector with multi-authentication support (password, OAuth, key-pair, SSO). Includes table/query ingestion, schema introspection, and SQL injection prevention.

Tests: 24/24 passing
Dependency: db-snowflake optional

Apache Arrow Export Support

PR #273 by @Sameer6305

High-performance columnar export with explicit schemas, compression, and Pandas/DuckDB compatibility.

Tests: 20/20 passing
Dependency: db-arrow optional

Comprehensive Benchmark Suite

PR #289 by @ZohaibHassan16, @KaifAhmad1

137+ benchmarks across all modules with regression detection and CI/CD integration.

Features: Statistical analysis, environment-agnostic design, CLI tool

📊 Quality Assurance

• Total Tests: 44/44 passing
• Breaking Changes: None
• Backward Compatible: Yes

🛠 Installation

pip install semantica==0.2.7
pip install semantica[db-snowflake,db-arrow]==0.2.7

🙏 Contributors

• @Sameer6305: Snowflake Connector, Arrow Export
• @ZohaibHassan16: Benchmark Suite implementation
• @KaifAhmad1: Benchmark enhancements, CI/CD integration

🔗 Links

• GitHub: https://github.com/Hawksight-AI/semantica
• PyPI: https://pypi.org/project/semantica/
• Benchmarks: python benchmarks/benchmark_runner.py

📈 Performance

• Text Processing: >10,000 ops/sec
• Arrow Export: 10x faster
• Benchmark Coverage: 137+ tests

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Thanks to all contributors for making this release possible!