diff --git a/CHANGELOG.md b/CHANGELOG.md index c58832a..6bd736b 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -16,4 +16,31 @@ to [Semantic Versioning](https://semver.org/spec/v2.0.0.html). R-multiples unusable; `propadj` yields a strictly-positive DC series (4.68–25.01) over the full 1997–2026 history. Recommended for low-priced, long-history contracts. Derived from already-stored series — no producer - re-run or schema change required. ([#23](https://github.com/mspinola/cotdata/pull/23)) + re-run or schema change required. + ([#23](https://github.com/mspinola/cotdata/pull/23), [#26](https://github.com/mspinola/cotdata/pull/26)) +- **Yahoo Finance price provider** (`cotdata-update --prices-yahoo`) — a + cross-platform, research-grade price source for registry symbols carrying a + `yahoo` ticker, so markets Norgate/databento don't cover can still be priced + off ETF proxies. Adds the MSCI EM (MME→EEM) and EAFE (MFS→EFA) held-out + generalization markets. ([#24](https://github.com/mspinola/cotdata/pull/24)) + +### Fixed +- **Fail fast when the Norgate service (NDU) is unreachable** — the producer now + probes `norgatedata.status()` before fetching and aborts with a clear error and + a non-zero exit. Previously norgatedata retried each call 10x then called bare + `sys.exit()`, which exits **0** (a scheduled run looked "successful" while + writing nothing and never retried) and raised `SystemExit` past the per-symbol + handler, killing the run on the first symbol. +- **Never persist all-null contract-spec rows** — if Norgate returns nothing for + every spec field of a covered symbol (a transient failure), `--metadata` now + skips it with a warning instead of writing a null row or, on a scoped upsert, + overwriting good existing specs with nulls. +- **Skip Yahoo-only markets in the Norgate producer** — MME/MFS have no Norgate + continuous series, so `--prices`/`--metadata` were erroring on `&MME_CCB` / + `&MFS_CCB` and silently writing all-null contract-spec rows. They are now + marked `norgate: null` in the registry and skipped by the Norgate producer. + ([#27](https://github.com/mspinola/cotdata/pull/27)) +- **Scoped metadata refresh no longer drops other markets** — a + `--metadata --symbols …` run now UPSERTs by `Symbol` into `contract_specs` + instead of replacing the whole table, so specs for markets outside the request + survive. ([#25](https://github.com/mspinola/cotdata/pull/25)) diff --git a/README.md b/README.md index e361e24..fa134cd 100644 --- a/README.md +++ b/README.md @@ -304,7 +304,7 @@ The canonical store uses standard Parquet files. Loaded with `pd.read_parquet()` ### Price Data (`prices/{symbol}_{adjustment}.parquet`) Primary price history (Norgate Data), indexed by tz-naive `Date`. The pipeline downloads both the back-adjusted (`backadj`) series for signals/stops and the unadjusted (`unadj`) series for true transaction-cost modeling. -**Reading reconstructed volume:** the reconstruction columns below are internal storage. Consumers should not read `Volume_Reconstructed` directly — call `get_prices(symbol, volume="reconstructed")` and the `Volume` column is served as reconstructed-with-per-row-raw-fallback, plus a `Volume_Source` column for audit. The default `volume="front"` returns the front-month series unchanged (byte-identical to the pre-v2 API). See `docs/plan_promote_reconstructed_volume.md`. +**Reading reconstructed volume:** the reconstruction columns below are internal storage. Consumers should not read `Volume_Reconstructed` directly — call `get_prices(symbol, volume="reconstructed")` and the `Volume` column is served as reconstructed-with-per-row-raw-fallback, plus a `Volume_Source` column for audit. The default `volume="front"` returns the front-month series unchanged (byte-identical to the pre-v2 API). **Schema versioning:** `schema_version` in `manifest.json` records the on-disk data version (v2 = reconstructed volume promoted). Consumers key cache invalidation on `cotdata.schema_version()` and can guard with `cotdata.require_schema(min_version)`. diff --git a/src/cotdata/config.py b/src/cotdata/config.py index 1e302e4..f52c27d 100644 --- a/src/cotdata/config.py +++ b/src/cotdata/config.py @@ -6,7 +6,7 @@ # Volume_Source, and get_prices(volume="reconstructed") serves them. The store # was migrated by a full producer pass (2026-07-14) and now carries v2 shape; # schema_version() reflects the on-disk manifest, so a fresh/partial store can -# still read <2. See docs/plan_promote_reconstructed_volume.md for the rollout. +# still read <2. SCHEMA_VERSION = 2 diff --git a/src/cotdata/providers/norgate.py b/src/cotdata/providers/norgate.py index a3d0e89..bbc78f2 100644 --- a/src/cotdata/providers/norgate.py +++ b/src/cotdata/providers/norgate.py @@ -40,6 +40,12 @@ MONTH_CODES = {'F': 1, 'G': 2, 'H': 3, 'J': 4, 'K': 5, 'M': 6, 'N': 7, 'Q': 8, 'U': 9, 'V': 10, 'X': 11, 'Z': 12} +# Contract-spec fields fetched per symbol (everything in a metadata row except the +# Symbol/Norgate_Symbol identifiers). If Norgate returns nothing for ALL of these, +# the row is junk — skip it rather than persist an all-null spec row. +_SPEC_FIELDS = ("Name", "Exchange", "Group", "Contract Size", "Tick Size", + "Tick Value", "Point Value", "Currency", "Margin") + def _reconstruct_volume(internal_symbol: str, continuous_df: pd.DataFrame, adjustment: str, full: bool = False) -> pd.DataFrame: @@ -292,6 +298,30 @@ def _norgate_covered(symbols): return covered +def _require_norgate_service() -> None: + """Fail fast, with a clear message and a normal exception, if the Norgate Data + Updater (NDU) service isn't reachable — BEFORE any fetch. + + Why this matters: norgatedata retries each data call 10x and then calls bare + ``sys.exit()``, which (a) exits with code 0, so a scheduled producer run looks + "successful" while writing nothing and never triggers the scheduler's retry, + and (b) raises SystemExit — not caught by the per-symbol ``except Exception`` — + so the whole run dies on the first symbol. ``norgatedata.status()`` is a safe + probe (haltonerror=False, maxretries=1 → returns False instead of exiting).""" + import norgatedata + try: + reachable = bool(norgatedata.status()) + except BaseException: # noqa: BLE001 — never let the probe itself take us down + reachable = False + if not reachable: + raise RuntimeError( + "Norgate Data service is not reachable — is the Norgate Data Updater " + "(NDU) running and authenticated? cotdata prices/metadata are produced " + "on Windows with NDU running. Aborting before fetch (non-zero exit so a " + "scheduler retries)." + ) + + def update(symbols=None, full: bool = False) -> None: """Fetch + write to the store for the given internal symbols (backadj and unadj). @@ -302,6 +332,7 @@ def update(symbols=None, full: bool = False) -> None: import time from .. import status + _require_norgate_service() # abort cleanly if NDU is down (see helper docstring) syms = _norgate_covered(symbols) prior = store.load_manifest().get("prices", {}) # to report per-symbol date deltas t0 = time.time() @@ -401,6 +432,7 @@ def update_metadata(symbols=None) -> None: """ import concurrent.futures scoped = symbols is not None + _require_norgate_service() # abort cleanly if NDU is down (see helper docstring) syms = _norgate_covered(symbols) print(f"Fetching metadata for {len(syms)} symbols...") @@ -410,8 +442,16 @@ def update_metadata(symbols=None) -> None: futs = {pool.submit(get_symbol_metadata, s): s for s in syms} for f in concurrent.futures.as_completed(futs): result = f.result() - if result: - metadata_rows.append(result) + if not result: + continue + # A covered symbol whose specs all came back None is a transient Norgate + # failure, not real data — skip rather than persist a null row (and, on a + # scoped upsert, rather than overwrite good existing specs with nulls). + if all(result.get(k) is None for k in _SPEC_FIELDS): + print(f" ⚠️ {result.get('Symbol')}: all specs empty (Norgate " + f"returned nothing) — skipping to avoid a null row") + continue + metadata_rows.append(result) if metadata_rows: df = pd.DataFrame(metadata_rows) diff --git a/src/cotdata/store.py b/src/cotdata/store.py index c104a53..023c98d 100644 --- a/src/cotdata/store.py +++ b/src/cotdata/store.py @@ -124,8 +124,7 @@ def require_schema(min_version: int) -> None: if v < min_version: raise RuntimeError( f"cotdata store schema_version={v} < required {min_version}. " - f"Re-run the producer (e.g. norgate.update) to migrate the store — " - f"see docs/plan_promote_reconstructed_volume.md." + f"Re-run the producer (e.g. norgate.update) to migrate the store." ) diff --git a/tests/test_cot.py b/tests/test_cot.py new file mode 100644 index 0000000..f77f44e --- /dev/null +++ b/tests/test_cot.py @@ -0,0 +1,76 @@ +"""Tests for the consumer COT read API (cotdata.cot.get_cot): report dispatch, +symbol/code lookup, and the predecessor-code stitching (scale + de-dup) that +splices an instrument's earlier CFTC listing behind its current one.""" +from unittest import mock + +import pandas as pd +import pytest + +from cotdata import cot +from cotdata.registry import REGISTRY + +_CODE_COL = "CFTC_Contract_Market_Code" + + +def _df(dates, oi, code): + return pd.DataFrame( + {"Open_Interest_All": oi, _CODE_COL: [code] * len(dates)}, + index=pd.DatetimeIndex(dates), + ) + + +def test_unknown_report_raises(): + with pytest.raises(ValueError, match="Unknown report type"): + cot.get_cot("ES", report="bogus") + + +def test_simple_symbol_returns_primary_by_symbol_code_key(): + """A symbol with no hist_codes (ES) reads exactly `_` from + the requested report and returns it unchanged.""" + primary = _df(["2020-01-01"], [10], REGISTRY["ES"].cftc_code) + with mock.patch("cotdata.cot.store.read_cot_legacy", return_value=primary) as m: + out = cot.get_cot("ES") + m.assert_called_once_with(f"ES_{REGISTRY['ES'].cftc_code}") + pd.testing.assert_frame_equal(out, primary) + + +def test_report_dispatch_uses_matching_store_reader(): + """report='disagg' must read from the disagg store, not legacy.""" + with mock.patch("cotdata.cot.store.read_cot_disagg", + return_value=_df(["2020-01-01"], [1], REGISTRY["GC"].cftc_code)) as m: + cot.get_cot("GC", report="disagg") + m.assert_called_once_with(f"GC_{REGISTRY['GC'].cftc_code}") + + +def test_lookup_by_primary_cftc_code_resolves_symbol(): + """Passing the CFTC code instead of the internal symbol resolves to the symbol + and reads the same `_` key.""" + primary = _df(["2020-01-01"], [10], REGISTRY["ES"].cftc_code) + with mock.patch("cotdata.cot.store.read_cot_legacy", return_value=primary) as m: + cot.get_cot(REGISTRY["ES"].cftc_code) # "13874A" + m.assert_called_once_with(f"ES_{REGISTRY['ES'].cftc_code}") + + +def test_hist_code_stitching_scales_and_dedups_keeping_primary(): + """LBR splices predecessor 058643 (scale 4.0) behind primary 058644: + - predecessor numeric columns are scaled by 4.0 (a contract-size bridge), + - predecessor rows are re-stamped with the primary code, + - overlapping dates keep the PRIMARY row (concat primary-first, dedup first), + - the result is sorted ascending.""" + lbr = REGISTRY["LBR"] + primary_key = f"LBR_{lbr.cftc_code}" # LBR_058644 + hist_key = "LBR_058643" + + primary = _df(["2020-01-08", "2020-01-15"], [100, 200], lbr.cftc_code) + hist = _df(["2020-01-01", "2020-01-08"], [10, 999], "058643") # overlaps 01-08 + + def reader(key): + return {primary_key: primary, hist_key: hist}.get(key, pd.DataFrame()) + + with mock.patch("cotdata.cot.store.read_cot_legacy", side_effect=reader): + out = cot.get_cot("LBR") + + assert list(out.index) == list(pd.DatetimeIndex(["2020-01-01", "2020-01-08", "2020-01-15"])) + assert out.loc["2020-01-01", "Open_Interest_All"] == 40 # 10 * 4.0 (scaled predecessor) + assert out.loc["2020-01-08", "Open_Interest_All"] == 100 # primary wins the overlap (not 999*4) + assert (out[_CODE_COL] == lbr.cftc_code).all() # predecessor re-stamped to primary code diff --git a/tests/test_databento_provider.py b/tests/test_databento_provider.py new file mode 100644 index 0000000..711145a --- /dev/null +++ b/tests/test_databento_provider.py @@ -0,0 +1,89 @@ +"""Smoke tests for the DORMANT Databento provider. It isn't in the live EOD path, +but it carries the hard-won statistics logic (Open Interest = stat_type 9; +settlement = stat_type 3, NOT 7=LOWEST_OFFER, dated by ts_ref) that the intraday +work will reuse — so lock that parsing here. `databento` is an optional extra, so +mock the SDK (as test_norgate_provider mocks norgatedata) to run on any machine.""" +import sys +import types +from unittest import mock + +import pandas as pd +import pytest + +# databento is optional (the [databento] extra); force a mock module so the lazy +# `import databento as db` inside the provider resolves without the SDK installed. +mock_databento = types.ModuleType("databento") +sys.modules["databento"] = mock_databento + +from cotdata.providers import databento as dbprov + + +def _client(ohlcv_df, stats_df): + """A fake databento Historical whose timeseries.get_range returns the OHLCV + frame for schema 'ohlcv-1d' and the statistics frame otherwise.""" + client = mock.Mock() + + def get_range(**kwargs): + res = mock.Mock() + res.to_df.return_value = ohlcv_df if kwargs.get("schema") == "ohlcv-1d" else stats_df + return res + + client.timeseries.get_range.side_effect = get_range + return client + + +@pytest.fixture +def ohlcv(): + idx = pd.DatetimeIndex(["2020-01-02"], name="ts_event") + return pd.DataFrame( + {"open": [99.0], "high": [101.0], "low": [98.0], "close": [100.0], "volume": [1234]}, + index=idx, + ) + + +@pytest.fixture +def stats(): + # OI (stat_type 9) is disseminated for the session date; the settlement + # (stat_type 3) for the 01-02 session is disseminated the NEXT morning + # (ts_event 01-03) but carries ts_ref 01-02 — the session it applies to. + idx = pd.DatetimeIndex(["2020-01-02", "2020-01-03"], name="ts_event") + return pd.DataFrame( + { + "stat_type": [9, 3], + "price": [0.0, 101.5], + "quantity": [5000.0, 0.0], + "ts_ref": pd.to_datetime(["2020-01-02", "2020-01-02"]), + }, + index=idx, + ) + + +def test_provider_imports_without_sdk(): + """The provider module imports and exposes its entry points even though + `databento` isn't a hard dependency (import is lazy, behind the extra).""" + assert callable(dbprov.fetch_daily_ohlc) + assert callable(dbprov.update_all_daily_prices) + + +def test_fetch_extracts_open_interest_from_stat_type_9(tmp_path, monkeypatch, ohlcv, stats): + monkeypatch.setenv("COTDATA_STORE", str(tmp_path)) + monkeypatch.setenv("DATABENTO_API_KEY", "test-key") + mock_databento.Historical = mock.Mock(return_value=_client(ohlcv, stats)) + + df = dbprov.fetch_daily_ohlc("ES", price_type="close") + + assert df.loc["2020-01-02", "Close"] == 100.0 # ohlcv close, untouched + assert df.loc["2020-01-02", "Open Interest"] == 5000.0 # from stat_type 9 + + +def test_settlement_overrides_close_dated_by_ts_ref(tmp_path, monkeypatch, ohlcv, stats): + """price_type='settlement' replaces Close with stat_type 3's price, joined by + ts_ref (the session), so the next-morning-disseminated settle lands on 01-02.""" + monkeypatch.setenv("COTDATA_STORE", str(tmp_path)) + monkeypatch.setenv("DATABENTO_API_KEY", "test-key") + mock_databento.Historical = mock.Mock(return_value=_client(ohlcv, stats)) + + df = dbprov.fetch_daily_ohlc("ES", price_type="settlement") + + assert df.loc["2020-01-02", "Close"] == 101.5 # settle, not ohlcv 100.0 + assert df.loc["2020-01-02", "Open Interest"] == 5000.0 diff --git a/tests/test_norgate_provider.py b/tests/test_norgate_provider.py index 861b6b3..f71b80a 100644 --- a/tests/test_norgate_provider.py +++ b/tests/test_norgate_provider.py @@ -1,5 +1,6 @@ import pandas as pd import numpy as np +import pytest from unittest import mock # Mock norgatedata so we can import and test norgate on any OS @@ -8,6 +9,7 @@ mock_norgatedata = types.ModuleType("norgatedata") mock_norgatedata.PaddingType = mock.Mock() mock_norgatedata.PaddingType.NONE = "NONE" +mock_norgatedata.status = mock.Mock(return_value=True) # NDU reachable (preflight) sys.modules["norgatedata"] = mock_norgatedata from cotdata.providers import norgate @@ -338,6 +340,45 @@ def test_full_update_metadata_replaces_table(tmp_path, monkeypatch): assert set(store.read_metadata()["Symbol"]) == {"ES", "NQ"} # OLD gone +def test_update_aborts_fast_when_ndu_unreachable(monkeypatch): + """When NDU is down, update() must raise BEFORE any fetch — not fall into + norgatedata's 10x-retry + bare sys.exit() (which exits 0 and defeats scheduler + retry). norgatedata.status() returning False is the trip wire.""" + monkeypatch.setattr(mock_norgatedata, "status", mock.Mock(return_value=False)) + with pytest.raises(RuntimeError, match="Norgate Data service is not reachable"): + norgate.update(symbols=["ES"]) + + +def test_update_metadata_aborts_fast_when_ndu_unreachable(monkeypatch): + monkeypatch.setattr(mock_norgatedata, "status", mock.Mock(return_value=False)) + with pytest.raises(RuntimeError, match="Norgate Data service is not reachable"): + norgate.update_metadata(symbols=["ES"]) + + +def test_metadata_skips_all_null_spec_rows(tmp_path, monkeypatch): + """A COVERED symbol whose specs all come back None (a transient Norgate failure, + not the MME/MFS no-coverage case) must be skipped — never written as a null row, + and on a scoped upsert never used to overwrite good existing specs.""" + monkeypatch.setenv("COTDATA_STORE", str(tmp_path)) + from cotdata import store + + sym_es = mock.Mock(internal="ES", norgate="&ES") + sym_nq = mock.Mock(internal="NQ", norgate="&NQ") + + def fake_meta(sym): + base = {"Symbol": sym, "Norgate_Symbol": f"&{sym}_CCB"} + if sym == "NQ": # all specs empty → junk + return {**base, **{k: None for k in norgate._SPEC_FIELDS}} + return {**base, **{k: None for k in norgate._SPEC_FIELDS}, "Tick Size": 0.25} + + with mock.patch("cotdata.providers.norgate.all_symbols", return_value=[sym_es, sym_nq]), \ + mock.patch.dict("cotdata.providers.norgate.REGISTRY", {"ES": sym_es, "NQ": sym_nq}), \ + mock.patch("cotdata.providers.norgate.get_symbol_metadata", side_effect=fake_meta): + norgate.update_metadata() # full run + + assert set(store.read_metadata()["Symbol"]) == {"ES"} # NQ null row skipped + + def test_metadata_skips_symbols_without_norgate_coverage(tmp_path, monkeypatch): """Yahoo-only markets (registry norgate=None, e.g. MME/MFS) must be skipped by the Norgate metadata producer — never fetched, never written as null rows. 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