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yfinance intermittently returns a year-old partial frame (e.g. June 2025 rows for a June 2026 request) that still has rows and a Close, so it passed the empty-check and silently fed a wrong close price and indicators into the report (#1021). Add a freshness guard that rejects a frame whose latest row is far older than the requested date, on both the raw OHLCV path and the indicator path. It raises the existing NoMarketDataError with a stale-specific detail, so the vendor router's try-next-vendor and single unavailable-signal handling apply unchanged; the sentinel now surfaces that detail so the agent reports the specific reason rather than fabricating a value.
114 lines
3.8 KiB
Python
114 lines
3.8 KiB
Python
"""Stale OHLCV guard (#1021): a vendor returning a year-old partial frame must
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be rejected, not fed into the report as if it were current.
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The guard raises NoMarketDataError with a stale-specific detail, so the router's
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existing try-next-vendor + single-sentinel handling applies and the sentinel
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surfaces the reason.
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"""
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import copy
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import unittest
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from unittest import mock
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import pandas as pd
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import pytest
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import tradingagents.dataflows.config as config_module
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import tradingagents.dataflows.y_finance as y_finance
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import tradingagents.default_config as default_config
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from tradingagents.dataflows import interface
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from tradingagents.dataflows.config import set_config
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from tradingagents.dataflows.stockstats_utils import _assert_ohlcv_not_stale
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from tradingagents.dataflows.symbol_utils import NoMarketDataError
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def _frame(date):
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return pd.DataFrame(
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{
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"Date": [pd.Timestamp(date)],
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"Open": [330.0],
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"High": [332.0],
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"Low": [328.0],
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"Close": [330.58],
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"Volume": [1_000_000],
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}
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)
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@pytest.mark.unit
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class StaleGuardUnitTests(unittest.TestCase):
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def test_recent_prior_trading_day_is_accepted(self):
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# 1 day before curr_date — well within the freshness window.
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_assert_ohlcv_not_stale(_frame("2026-06-10"), "2026-06-11", "CB")
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def test_year_old_row_is_rejected_with_detail(self):
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with self.assertRaises(NoMarketDataError) as ctx:
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_assert_ohlcv_not_stale(_frame("2025-06-11"), "2026-06-11", "CB", "CB")
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msg = str(ctx.exception)
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self.assertIn("2025-06-11", msg)
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self.assertIn("2026-06-11", msg)
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self.assertIn("stale", msg)
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def test_empty_frame_is_left_to_caller(self):
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# Empty is a no-data condition handled elsewhere, not a staleness one.
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_assert_ohlcv_not_stale(
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pd.DataFrame(columns=["Date", "Close"]), "2026-06-11", "X"
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)
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def test_long_holiday_gap_within_threshold_is_accepted(self):
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_assert_ohlcv_not_stale(_frame("2026-06-02"), "2026-06-11", "X") # 9 days
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@pytest.mark.unit
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class StaleGuardPropagationTests(unittest.TestCase):
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def test_get_yfin_data_online_raises_on_stale_frame(self):
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stale = pd.DataFrame(
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{
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"Open": [280.0], "High": [286.0], "Low": [278.0],
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"Close": [284.45], "Volume": [1_000_000],
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},
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index=pd.DatetimeIndex([pd.Timestamp("2025-06-11")], name="Date"),
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)
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class DummyTicker:
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def __init__(self, symbol):
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pass
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def history(self, start, end):
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return stale
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with mock.patch.object(y_finance.yf, "Ticker", DummyTicker), \
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self.assertRaises(NoMarketDataError):
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y_finance.get_YFin_data_online("CB", "2026-06-01", "2026-06-11")
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@pytest.mark.unit
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class StaleGuardRoutingTests(unittest.TestCase):
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def setUp(self):
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config_module._config = copy.deepcopy(default_config.DEFAULT_CONFIG)
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def tearDown(self):
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config_module._config = copy.deepcopy(default_config.DEFAULT_CONFIG)
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def test_router_sentinel_surfaces_stale_reason(self):
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set_config({"data_vendors": {"core_stock_apis": "yfinance"}})
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def _stale(symbol, *a, **k):
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raise NoMarketDataError(
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symbol, symbol, "latest row is 2025-06-11, 365 days before ... (stale)"
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)
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with mock.patch.dict(
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interface.VENDOR_METHODS,
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{"get_stock_data": {"yfinance": _stale}},
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clear=False,
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):
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out = interface.route_to_vendor(
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"get_stock_data", "CB", "2026-06-01", "2026-06-11"
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)
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self.assertIn("NO_DATA_AVAILABLE", out)
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self.assertIn("stale", out) # the typed detail is surfaced to the agent
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if __name__ == "__main__":
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unittest.main()
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