Added tests to verify the dataframe cleaning logic in stockstats_utils.
Tests cover lowercasing of columns, handling non-string columns, and ensuring original dataframe is not mutated.
Co-authored-by: aguzererler <6199053+aguzererler@users.noreply.github.com>
Removed re-exported tool imports from `tradingagents/agents/utils/agent_utils.py` to declutter the file and prevent unnecessary dependency loading. Updated all downstream modules (tests, analysts, scanners, and the trading graph) to import the required tools directly from their respective source files in `tradingagents/agents/utils/`.
Co-authored-by: aguzererler <6199053+aguzererler@users.noreply.github.com>
The file `tradingagents/dataflows/alpha_vantage.py` previously acted as an aggregator but did not use the imports it defined, leading to linter warnings (ruff). The dependencies in `tradingagents/dataflows/interface.py` were refactored to import directly from the specialized modules instead. This safely allowed removing all unused imports from `alpha_vantage.py`, improving code health and module clarity without affecting functionality.
Co-authored-by: aguzererler <6199053+aguzererler@users.noreply.github.com>
This change refactors the large monolithic `get_indicator` function by extracting large mapping dictionaries out of the function scope as constants and separating API fetching logic and CSV parsing logic into private helper functions. This drastically improves the maintainability and readability of `alpha_vantage_indicator.py` without introducing any behavioral changes.
Co-authored-by: aguzererler <6199053+aguzererler@users.noreply.github.com>
Added `TestFmtPct` class to `tests/unit/test_macro_regime.py` to test the `_fmt_pct` function from `tradingagents.dataflows.macro_regime`.
The test covers `None`, positive, negative, and zero values.
Also updated `_fmt_pct` implementation to match the requested `+.1f` formatting.
Co-authored-by: aguzererler <6199053+aguzererler@users.noreply.github.com>
Adds an edge case test in `test_config.py` to verify that `min_cash_pct` + `max_position_pct` can be exactly `1.0` without raising a `ValueError`.
Co-authored-by: aguzererler <6199053+aguzererler@users.noreply.github.com>
Removed unused `import json` and `import time` from `tradingagents/agents/managers/risk_manager.py` to improve code health and cleanliness. Also removed unused variable `company_name`. Tested to ensure no functionality is affected.
Co-authored-by: aguzererler <6199053+aguzererler@users.noreply.github.com>
Removed the unused `import json` line from `tradingagents/agents/managers/research_manager.py` to improve code health and maintainability.
Co-authored-by: aguzererler <6199053+aguzererler@users.noreply.github.com>
Compile THINK_PATTERN and FENCE_PATTERN at the module level to improve
the performance of extract_json by avoiding redundant regex compilation
during function calls.
Measured a ~5% performance improvement in an isolated benchmark.
- Baseline: 51.98 us/call
- Optimized: 49.26 us/call
Co-authored-by: aguzererler <6199053+aguzererler@users.noreply.github.com>
Implemented `tests/portfolio/test_config.py` to test the `validate_config` function in `tradingagents/portfolio/config.py`.
Key improvements:
- Added `test_validate_config_max_positions_invalid` to verify `max_positions` boundary conditions (0, -1).
- Added happy path test `test_validate_config_valid`.
- Added tests for `max_position_pct`, `max_sector_pct`, `min_cash_pct`, and `default_budget` validation.
- Verified that tests correctly catch bugs by temporarily disabling validation logic.
These tests ensure the portfolio manager configuration is robustly validated before use.
Co-authored-by: aguzererler <6199053+aguzererler@users.noreply.github.com>
Identified by `ruff check`, these imports were not being used in the module. Removing them improves code health and maintainability.
Co-authored-by: aguzererler <6199053+aguzererler@users.noreply.github.com>
- tradingagents/portfolio/risk_metrics.py: pure-Python computation of
Sharpe, Sortino, VaR, max drawdown, beta, sector concentration from
PortfolioSnapshot NAV history — no LLM, no external dependencies
- tradingagents/portfolio/__init__.py: export compute_risk_metrics
- tradingagents/agents/utils/portfolio_tools.py: 4 LangChain tools
wrapping Holding.enrich, Portfolio.enrich, ReportStore APIs, and
compute_risk_metrics so agents can access portfolio data without
reimplementing computations
- tests/portfolio/test_risk_metrics.py: 48 tests for risk metrics
- tests/unit/test_portfolio_tools.py: 19 tests for portfolio tools
- tests/portfolio/test_repository.py: fix pre-existing import error
Co-authored-by: aguzererler <6199053+aguzererler@users.noreply.github.com>
Replace supabase-py stubs with working psycopg2 implementation using
Supabase pooler connection string. Implement full business logic in
repository (avg cost basis, cash accounting, trade recording, snapshots).
Add 12 unit tests + 4 integration tests (51 total portfolio tests pass).
Fix cash_pct bug in models.py, update docs for psycopg2 + pooler pattern.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
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