v3.0.0-beta.6

What's Changed

• feat: filter only the columns that are provided in the schema by @gventuri in #1562
• fix(sql): dependencies of sql fixed by @ArslanSaleem in #1564

Full Changelog: v3.0.0-beta.5...v3.0.0-beta.6

v3.0.0-beta.5

What's Changed

• fix(dependencies): update poetry file and pyproject files by @ArslanSaleem in #1557
• feat: add transformations by @gventuri in #1555
• feat: add CLI by @gventuri in #1560

Full Changelog: v3.0.0-beta.4...v3.0.0-beta.5

v3.0.0-beta.4

What's Changed

• feat(sandbox): adding docker sandbox by @ArslanSaleem in #1517

Full Changelog: v3.0.0-beta.3...v3.0.0-beta.4

v3.0.0-beta.3

What's Changed

• docs: updated installation instructions and fixed semantic-layer parsing error by @gdcsinaptik in #1550
• feature(View): extend pai.create to support views by @scaliseraoul in #1549
• fix: removed deprecated df._data by @scaliseraoul in #1552
• feat(sql_connector): add json serialization to text by @ArslanSaleem in #1551
• fix(sql): add params args to pass to the connector by @ArslanSaleem in #1553

Full Changelog: v3.0.0-beta.2...v3.0.0-beta.3

v3.0.0-beta.2

What's Changed

• feat(sql_connector): add support for sql connector by @ArslanSaleem in #1543

Full Changelog: v3.0.0-beta.1...v3.0.0-beta.2

v3.0.0-beta.1

What's Changed

• fix: dependency issue and updated lock files by @scaliseraoul in #1539
• feature(View): enabling view in loader by @scaliseraoul in #1537
• test: integration tests for error rate by @scaliseraoul in #1542
• feature(LLMJudge): adding set of integration test where OpanAI is used as LLM Judge by @scaliseraoul in #1546
• fix: sanitize name of dataset in pai.load by @scaliseraoul in #1548

Full Changelog: v3.0.0-beta.0...v3.0.0-beta.1

v3.0.0-beta.0

What's Changed

Features

• VirtualDataFrame: Introduced virtual dataframes for on-demand data loading and direct_sql functionality. ([#1434](#1434))
• Dataframe Enhancements:
  • Save dataframe as YAML. ([#1443](#1443))
  • Push and pull datasets to/from remote servers. ([#1445](#1446))
  • Added get_default_schema for default schema generation. ([#1525](#1525))
• SemanticLayerSchema: New schema class for logical and business validation, with relationship validation and view support. ([#1516](#1534))
• Global Config: Unified configuration system across the application. ([#1467](#1467))
• BambooLLM: Updated implementation for the BambooLLM. ([#1462](#1462))

Refactors

• Removed deprecated connectors, pipelines, and agents for a cleaner workflow. ([#1433](#1433), [#1435](#1435))
• Replaced environment variables PANDASAI_* with PANDABI_* for clarity. ([#1511](#1511))
• Simplified dataframe serialization and default naming. ([#1523](#1523))

Fixes

• Resolved dependency issues causing build failures. ([#1508](#1508))
• Addressed bugs in dataloader for CSV and Parquet files. ([#1451](#1451))
• Fixed virtual dataframe naming conflicts. ([#1531](#1531))

Documentation

• Reorganized and updated docs for v2 and v3, including new notebooks and examples. ([#1505](#1505), [#1522](#1526))
• Added a new GIF in the README for v3. ([#1536](#1536))

New Contributors

• @gdcsinaptik, @scaliseraoul, and @ellipsis-dev joined with impactful contributions.

Full Changelog: [View on GitHub](v3.0.0a11...v3.0.0-beta.0)

v2.4.2

What's Changed

• Fix: docker-compose-npm-error by @Charisn in #1486
• fix: remove plt.show if exists in the generated code by @ArslanSaleem in #1501
• fix: make seaborn as an optional dependency by @ArslanSaleem in #1500
• fix: check if whitelisted lib is actually exists in the additional deps by @ArslanSaleem in #1499
• feat(security): add security config to disable it by @ArslanSaleem in #1498

New Contributors

• @Charisn made their first contribution in #1486

Full Changelog: v2.4.1...v2.4.2

v2.4.1

What's Changed

• Update last_code_generated in smart_dataframe's init.py by @bence-kecskes in #1484

New Contributors

• @bence-kecskes made their first contribution in #1484

Full Changelog: v2.4.0...v2.4.1

v2.4.0

What's Changed

• chore[Security]: restrict libs to allow specific functionalities by @ArslanSaleem in #1429

Full Changelog: v2.3.1...v2.4.0