"""Insider filings and prediction-market odds are bounded by the run's trade date. Neither tool takes a date from the model, so the run's trade_date is injected from graph state. Insider filings carry dates and are filtered to it; Polymarket serves only live odds, so a historical run withholds them. """ from __future__ import annotations import json from unittest import mock import pandas as pd import pytest from tradingagents.agents.utils import news_data_tools, prediction_markets_tools from tradingagents.dataflows import alpha_vantage_news, polymarket, y_finance def _insider_frame(*dates): return pd.DataFrame({ "Shares": [100] * len(dates), "Text": [f"Sale at price {100 + i} per share." for i in range(len(dates))], "Start Date": pd.to_datetime(list(dates)), }) def _yf_insider(frame, curr_date): ticker = mock.Mock(insider_transactions=frame) with mock.patch.object(y_finance.yf, "Ticker", return_value=ticker): return y_finance.get_insider_transactions("AAPL", curr_date) @pytest.mark.unit def test_yfinance_insider_filings_after_the_date_are_dropped(): out = _yf_insider(_insider_frame("2026-09-08", "2025-06-02", "2025-05-30", "2025-01-10"), "2025-06-01") assert "2026-09-08" not in out and "2025-06-02" not in out assert "2025-05-30" in out and "2025-01-10" in out @pytest.mark.unit def test_yfinance_insider_date_before_coverage_is_unavailable_not_absent(): out = _yf_insider(_insider_frame("2026-09-08", "2025-06-02"), "2024-01-01") assert "unavailable" in out and "No insider transactions reported" not in out assert "2025-06-02" in out # where coverage starts @pytest.mark.unit def test_yfinance_insider_without_a_date_is_unfiltered(): out = _yf_insider(_insider_frame("2026-09-08", "2025-01-10"), None) assert "2026-09-08" in out and "2025-01-10" in out @pytest.mark.unit def test_alpha_vantage_insider_filings_after_the_date_are_dropped(): body = json.dumps({"data": [ {"transaction_date": "2026-09-08", "executive": "A"}, {"transaction_date": "2025-05-30", "executive": "B"}, ]}) with mock.patch.object(alpha_vantage_news, "_make_api_request", return_value=body): out = json.loads(alpha_vantage_news.get_insider_transactions("AAPL", "2025-06-01")) assert [t["executive"] for t in out["data"]] == ["B"] @pytest.mark.unit def test_polymarket_withholds_live_odds_from_a_historical_run(): with mock.patch.object(polymarket, "_request", side_effect=AssertionError("must not fetch")): out = polymarket.get_prediction_markets("Fed rate cut", curr_date="2025-06-01") assert "withheld" in out @pytest.mark.unit def test_polymarket_serves_a_current_run(): with mock.patch.object(polymarket, "_request", return_value={"events": []}) as req: polymarket.get_prediction_markets("Fed rate cut", curr_date=polymarket.get_current_date()) req.assert_called_once() @pytest.mark.unit @pytest.mark.parametrize("tool", [news_data_tools.get_insider_transactions, prediction_markets_tools.get_prediction_markets], ids=lambda t: t.name) def test_trade_date_is_injected_not_model_visible(tool): assert "trade_date" in tool.func.__code__.co_varnames props = tool.tool_call_schema.model_json_schema()["properties"] assert "trade_date" not in props and "curr_date" not in props