From 992eb4a540ba094eb56cdd6ee0e0f29c51e1a5a5 Mon Sep 17 00:00:00 2001 From: Github Actions CI Date: Tue, 7 Oct 2025 11:58:32 -0400 Subject: [PATCH 01/29] Update `iddata` requirement --- requirements/requirements-dev.txt | 2 +- requirements/requirements.txt | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/requirements/requirements-dev.txt b/requirements/requirements-dev.txt index 7d182e4..d3485ae 100644 --- a/requirements/requirements-dev.txt +++ b/requirements/requirements-dev.txt @@ -42,7 +42,7 @@ frozenlist==1.5.0 # aiosignal fsspec==2024.10.0 # via s3fs -iddata @ git+https://github.com/reichlab/iddata@3ad0ac0dc6d7f14488628a49bfb5228ca0643e1b +iddata @ git+https://github.com/reichlab/iddata@c5975648ba30e9a362a0854b7d7350d619b9d1e1 # via idmodels (pyproject.toml) identify==2.6.1 # via pre-commit diff --git a/requirements/requirements.txt b/requirements/requirements.txt index 05d3cb5..248e3fc 100644 --- a/requirements/requirements.txt +++ b/requirements/requirements.txt @@ -32,7 +32,7 @@ frozenlist==1.5.0 # aiosignal fsspec==2024.10.0 # via s3fs -iddata @ git+https://github.com/reichlab/iddata@3ad0ac0dc6d7f14488628a49bfb5228ca0643e1b +iddata @ git+https://github.com/reichlab/iddata@c5975648ba30e9a362a0854b7d7350d619b9d1e1 # via idmodels (pyproject.toml) idna==3.10 # via yarl From 443ef525f36759964500212ae2ea62f1a09bdcb8 Mon Sep 17 00:00:00 2001 From: Github Actions CI Date: Fri, 17 Oct 2025 16:20:42 -0400 Subject: [PATCH 02/29] Update sarix to handle nssp data --- src/idmodels/sarix.py | 35 ++++++++++++++++++++++++++++------- 1 file changed, 28 insertions(+), 7 deletions(-) diff --git a/src/idmodels/sarix.py b/src/idmodels/sarix.py index 3622ef6..321df18 100644 --- a/src/idmodels/sarix.py +++ b/src/idmodels/sarix.py @@ -13,10 +13,27 @@ def __init__(self, model_config): self.model_config = model_config def run(self, run_config): + valid_sources = np.array(["nhsn", "nssp"]) + if ~np.isin(np.array(self.model_config.sources), valid_sources).all(): + raise ValueError("For SARIX, the only supported data sources are 'nhsn' or 'nssp'.") + + # Check if both nhsn and nssp data are included as sources + if all(src in self.model_config.sources for src in ["nhsn", "nssp"]): + raise ValueError("Only one of 'nhsn' or 'nssp' may be selected as a data source.") + fdl = DiseaseDataLoader() - df = fdl.load_data(nhsn_kwargs={"as_of": run_config.ref_date, "disease": run_config.disease}, - sources=self.model_config.sources, - power_transform=self.model_config.power_transform) + if "nhsn" in self.model_config.sources: + df = fdl.load_data(nhsn_kwargs={"as_of": run_config.ref_date, "disease": run_config.disease}, + sources=self.model_config.sources, + power_transform=self.model_config.power_transform) + target_name = "wk inc " + run_config.disease + " hosp" + elif "nssp" in self.model_config.sources: + df = fdl.load_data(nssp_kwargs={"as_of": None, "disease": run_config.disease}, + sources=self.model_config.sources, + power_transform=self.model_config.power_transform) + df["source"].unique() + target_name = "wk inc " + run_config.disease + " prop ed visits" + if run_config.locations is not None: df = df.loc[df["location"].isin(run_config.locations)] @@ -33,6 +50,7 @@ def run(self, run_config): xy_colnames = self.model_config.x + ["inc_trans_cs"] df = df.query("wk_end_date >= '2022-10-01'").interpolate() + df["inc_trans_cs"] = np.where(~np.isnan(df["inc_trans_cs"]), df["inc_trans_cs"], 0) batched_xy = df[xy_colnames].values.reshape(len(df["location"].unique()), -1, len(xy_colnames)) sarix_fit_all_locs_theta_pooled = sarix.SARIX( @@ -54,18 +72,18 @@ def run(self, run_config): pred_qs = _np_percentile(sarix_fit_all_locs_theta_pooled.predictions[..., :, :, 0], np.array(run_config.q_levels) * 100, axis=0) - df_nhsn_last_obs = df.groupby(["location"]).tail(1) + df_data_last_obs = df.groupby(["location"]).tail(1) preds_df = pd.concat([ pd.DataFrame(pred_qs[i, :, :]) \ - .set_axis(df_nhsn_last_obs["location"], axis="index") \ + .set_axis(df_data_last_obs["location"], axis="index") \ .set_axis(np.arange(1, run_config.max_horizon+1), axis="columns") \ .assign(output_type_id = q_label) \ for i, q_label in enumerate(run_config.q_labels) ]) \ .reset_index() \ .melt(["location", "output_type_id"], var_name="horizon") \ - .merge(df_nhsn_last_obs, on="location", how="left") + .merge(df_data_last_obs, on="location", how="left") # build data frame with predictions on the original scale preds_df["value"] = (preds_df["value"] + preds_df["inc_trans_center_factor"]) * preds_df["inc_trans_scale_factor"] @@ -84,9 +102,12 @@ def run(self, run_config): preds_df["reference_date"] = run_config.ref_date preds_df["horizon"] = (pd.to_timedelta(preds_df["target_end_date"].dt.date - run_config.ref_date).dt.days / 7).astype(int) preds_df["output_type"] = "quantile" - preds_df["target"] = "wk inc " + run_config.disease + " hosp" + preds_df["target"] = target_name preds_df.drop(columns="wk_end_date", inplace=True) + if target_name == "wk inc " + run_config.disease + " prop ed visits": + preds_df["value"] = np.minimum(preds_df["value"], 1.0) + # save save_path = build_save_path( root=run_config.output_root, From 299386ce7551e822f2c0b09b8a49daf9e79e6b2c Mon Sep 17 00:00:00 2001 From: Github Actions CI Date: Fri, 17 Oct 2025 16:21:16 -0400 Subject: [PATCH 03/29] Update gbqr to handle nssp data --- src/idmodels/gbqr.py | 40 +++++++++++++++++++++++++++++++--------- 1 file changed, 31 insertions(+), 9 deletions(-) diff --git a/src/idmodels/gbqr.py b/src/idmodels/gbqr.py index 6c6e4c4..19a8988 100644 --- a/src/idmodels/gbqr.py +++ b/src/idmodels/gbqr.py @@ -31,12 +31,28 @@ def run(self, run_config): ilinet_kwargs = {"scale_to_positive": False} flusurvnet_kwargs = {"burden_adj": False} + valid_sources = ["flusurvnet", "nhsn", "ilinet", "nssp"] + if ~np.isin(np.array(self.model_config.sources), valid_sources).all(): + raise ValueError("For GBQR, the only supported data sources are 'nhsn', 'flusurvnet', 'ilinet', or 'nssp'.") + + # Check if both nhsn and nssp data are included as sources + if all(src in self.model_config.sources for src in ["nhsn", "nssp"]): + raise ValueError("Only one of 'nhsn' or 'nssp' may be selected as a data source.") + fdl = DiseaseDataLoader() - df = fdl.load_data(nhsn_kwargs={"as_of": run_config.ref_date, "disease": run_config.disease}, - ilinet_kwargs=ilinet_kwargs, - flusurvnet_kwargs=flusurvnet_kwargs, - sources=self.model_config.sources, - power_transform=self.model_config.power_transform) + if "nhsn" in self.model_config.sources: + df = fdl.load_data(nhsn_kwargs={"as_of": run_config.ref_date, "disease": run_config.disease}, + ilinet_kwargs=ilinet_kwargs, + flusurvnet_kwargs=flusurvnet_kwargs, + sources=self.model_config.sources, + power_transform=self.model_config.power_transform) + elif "nssp" in self.model_config.sources: + df = fdl.load_data(nssp_kwargs={"as_of": None, "disease": run_config.disease}, + ilinet_kwargs=ilinet_kwargs, + flusurvnet_kwargs=flusurvnet_kwargs, + sources=self.model_config.sources, + power_transform=self.model_config.power_transform) + if run_config.locations is not None: df = df.loc[df["location"].isin(run_config.locations)] @@ -133,7 +149,8 @@ def _train_gbq_and_predict(self, run_config, "inc_trans_cs", "horizon", "inc_trans_center_factor", "inc_trans_scale_factor"] preds_df = df_test_w_preds[cols_to_keep + run_config.q_labels] - preds_df = preds_df.loc[(preds_df["source"] == "nhsn")] + # print(preds_df.loc[preds_df["source"] == "nhsn"]) + preds_df = preds_df.loc[preds_df["source"].isin(["nhsn", "nssp"])] preds_df = pd.melt(preds_df, id_vars=cols_to_keep, var_name="quantile", @@ -153,7 +170,12 @@ def _train_gbq_and_predict(self, run_config, preds_df["value"] = np.maximum(preds_df["value"], 0.0) # get predictions into the format needed for FluSight hub submission - preds_df = self._format_as_flusight_output(preds_df, run_config.ref_date, run_config.disease) + if "nhsn" in preds_df["source"].unique(): + target_name = "wk inc " + run_config.disease + " hosp" + if "nssp" in preds_df["source"].unique(): + target_name = "wk inc " + run_config.disease + " prop ed visits" + + preds_df = self._format_as_flusight_output(preds_df, run_config.ref_date, run_config.disease, target_name) # sort quantiles to avoid quantile crossing preds_df = self._quantile_noncrossing( @@ -248,7 +270,7 @@ def _get_test_quantile_predictions(self, run_config, return test_pred_qs_df - def _format_as_flusight_output(self, preds_df, ref_date, disease): + def _format_as_flusight_output(self, preds_df, ref_date, disease, target_name): # keep just required columns and rename to match hub format preds_df = preds_df[["location", "wk_end_date", "horizon", "quantile", "value"]] \ .rename(columns={"quantile": "output_type_id"}) @@ -256,7 +278,7 @@ def _format_as_flusight_output(self, preds_df, ref_date, disease): preds_df["target_end_date"] = preds_df["wk_end_date"] + pd.to_timedelta(7*preds_df["horizon"], unit="days") preds_df["reference_date"] = ref_date preds_df["horizon"] = (pd.to_timedelta(preds_df["target_end_date"].dt.date - ref_date).dt.days / 7).astype(int) - preds_df["target"] = "wk inc " + disease + " hosp" + preds_df["target"] = target_name preds_df["output_type"] = "quantile" preds_df.drop(columns="wk_end_date", inplace=True) From 529092171728639999079e54d2c82eae8b660d0c Mon Sep 17 00:00:00 2001 From: Github Actions CI Date: Tue, 21 Oct 2025 14:59:41 -0400 Subject: [PATCH 04/29] Restrict NSSP GBQR preds to [0, 1] --- src/idmodels/gbqr.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/idmodels/gbqr.py b/src/idmodels/gbqr.py index 19a8988..82d9b8e 100644 --- a/src/idmodels/gbqr.py +++ b/src/idmodels/gbqr.py @@ -149,7 +149,6 @@ def _train_gbq_and_predict(self, run_config, "inc_trans_cs", "horizon", "inc_trans_center_factor", "inc_trans_scale_factor"] preds_df = df_test_w_preds[cols_to_keep + run_config.q_labels] - # print(preds_df.loc[preds_df["source"] == "nhsn"]) preds_df = preds_df.loc[preds_df["source"].isin(["nhsn", "nssp"])] preds_df = pd.melt(preds_df, id_vars=cols_to_keep, @@ -174,6 +173,7 @@ def _train_gbq_and_predict(self, run_config, target_name = "wk inc " + run_config.disease + " hosp" if "nssp" in preds_df["source"].unique(): target_name = "wk inc " + run_config.disease + " prop ed visits" + preds_df["value"] = np.minimum(preds_df["value"], 1.0) preds_df = self._format_as_flusight_output(preds_df, run_config.ref_date, run_config.disease, target_name) From e77dfdd23d4742b8a5fdbb6e07181a70dbf53db9 Mon Sep 17 00:00:00 2001 From: Github Actions CI Date: Tue, 21 Oct 2025 16:18:05 -0400 Subject: [PATCH 05/29] Update tests and test data for NSSP support * Add tests (and test data) for SARIX and GBQR for NSSP data source * Rename tests and test data to specify the main data source (i.e. NHSN or NSSP) * Update file paths in tests to be dynamic (not hard-coded) --- ...1-06-UMass-gbqr_nhsn_no_reporting_adj.csv} | 0 ...09-27-UMass-gbqr_nssp_no_reporting_adj.csv | 460 ++++++++++++++++++ ...rix_nhsn_p6_4rt_thetashared_sigmanone.csv} | 0 ...arix_nssp_p6_4rt_thetashared_sigmanone.csv | 460 ++++++++++++++++++ tests/integration/test_gbqr.py | 70 ++- tests/integration/test_sarix.py | 78 ++- 6 files changed, 1056 insertions(+), 12 deletions(-) rename tests/integration/data/{UMass-gbqr_no_reporting_adj/2024-01-06-UMass-gbqr_no_reporting_adj.csv => UMass-gbqr_nhsn_no_reporting_adj/2024-01-06-UMass-gbqr_nhsn_no_reporting_adj.csv} (100%) create mode 100644 tests/integration/data/UMass-gbqr_nssp_no_reporting_adj/2025-09-27-UMass-gbqr_nssp_no_reporting_adj.csv rename tests/integration/data/{UMass-sarix_p6_4rt_thetashared_sigmanone/2024-01-06-UMass-sarix_p6_4rt_thetashared_sigmanone.csv => UMass-sarix_nhsn_p6_4rt_thetashared_sigmanone/2024-01-06-UMass-sarix_nhsn_p6_4rt_thetashared_sigmanone.csv} (100%) create mode 100644 tests/integration/data/UMass-sarix_nssp_p6_4rt_thetashared_sigmanone/2025-09-27-UMass-sarix_nssp_p6_4rt_thetashared_sigmanone.csv diff --git a/tests/integration/data/UMass-gbqr_no_reporting_adj/2024-01-06-UMass-gbqr_no_reporting_adj.csv b/tests/integration/data/UMass-gbqr_nhsn_no_reporting_adj/2024-01-06-UMass-gbqr_nhsn_no_reporting_adj.csv similarity index 100% rename from tests/integration/data/UMass-gbqr_no_reporting_adj/2024-01-06-UMass-gbqr_no_reporting_adj.csv rename to tests/integration/data/UMass-gbqr_nhsn_no_reporting_adj/2024-01-06-UMass-gbqr_nhsn_no_reporting_adj.csv diff --git a/tests/integration/data/UMass-gbqr_nssp_no_reporting_adj/2025-09-27-UMass-gbqr_nssp_no_reporting_adj.csv b/tests/integration/data/UMass-gbqr_nssp_no_reporting_adj/2025-09-27-UMass-gbqr_nssp_no_reporting_adj.csv new file mode 100644 index 0000000..3e57b3c --- /dev/null +++ b/tests/integration/data/UMass-gbqr_nssp_no_reporting_adj/2025-09-27-UMass-gbqr_nssp_no_reporting_adj.csv @@ -0,0 +1,460 @@ 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a/tests/integration/data/UMass-sarix_nssp_p6_4rt_thetashared_sigmanone/2025-09-27-UMass-sarix_nssp_p6_4rt_thetashared_sigmanone.csv b/tests/integration/data/UMass-sarix_nssp_p6_4rt_thetashared_sigmanone/2025-09-27-UMass-sarix_nssp_p6_4rt_thetashared_sigmanone.csv new file mode 100644 index 0000000..fb55f39 --- /dev/null +++ b/tests/integration/data/UMass-sarix_nssp_p6_4rt_thetashared_sigmanone/2025-09-27-UMass-sarix_nssp_p6_4rt_thetashared_sigmanone.csv @@ -0,0 +1,460 @@ +location,horizon,output_type_id,value,target_end_date,reference_date,output_type,target +01,0,0.025,,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits +02,0,0.025,,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits +04,0,0.025,,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits +05,0,0.025,,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits +06,0,0.025,,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits +08,0,0.025,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 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a/tests/integration/test_gbqr.py b/tests/integration/test_gbqr.py index ffb09e5..c4c9edc 100644 --- a/tests/integration/test_gbqr.py +++ b/tests/integration/test_gbqr.py @@ -11,10 +11,10 @@ from idmodels.gbqr import GBQRModel -def test_gbqr(tmp_path): +def test_gbqr_nhsn(tmp_path): model_config = SimpleNamespace( model_class = "gbqr", - model_name = "gbqr_no_reporting_adj", + model_name = "gbqr_nhsn_no_reporting_adj", incl_level_feats = True, @@ -59,13 +59,71 @@ def test_gbqr(tmp_path): model = GBQRModel(model_config) model.run(run_config) actual_df = pd.read_csv( - run_config.output_root / "UMass-gbqr_no_reporting_adj" / - "2024-01-06-UMass-gbqr_no_reporting_adj.csv" + run_config.output_root / f"UMass-{model_config.model_name}" / + f"{str(run_config.ref_date)}-UMass-{model_config.model_name}.csv" ) expected_df = pd.read_csv( Path("tests") / "integration" / "data" / - "UMass-gbqr_no_reporting_adj" / - "2024-01-06-UMass-gbqr_no_reporting_adj.csv" + f"UMass-{model_config.model_name}" / + f"{str(run_config.ref_date)}-UMass-{model_config.model_name}.csv" + ) + assert_frame_equal(actual_df, expected_df) + +def test_gbqr_nssp(tmp_path): + model_config = SimpleNamespace( + model_class = "gbqr", + model_name = "gbqr_nssp_no_reporting_adj", + + incl_level_feats = True, + + # bagging setup + num_bags = 10, + bag_frac_samples = 0.7, + + # adjustments to reporting + reporting_adj = False, + + # data sources and adjustments for reporting issues + sources = ["nssp"], + + # fit locations separately or jointly + fit_locations_separately = False, + + # power transform applied to surveillance signals + power_transform = "4rt" + ) + + + run_config = SimpleNamespace( + disease="flu", + ref_date=datetime.date.fromisoformat("2025-09-27"), output_root=tmp_path / "model-output", + artifact_store_root=tmp_path / "artifact-store", + save_feat_importance=False, + locations=["US", "01", "02", "04", "05", "06", "08", "09", "10", "11", + "12", "13", "15", "16", "17", "18", "19", "20", "21", "22", + "23", "24", "25", "26", "27", "28", "29", "30", "31", "32", + "33", "34", "35", "36", "37", "38", "39", "40", "41", "42", + "44", "45", "46", "47", "48", "49", "50", "51", "53", "54", + "55", "56", "72"], + max_horizon=3, + q_levels = [0.025, 0.50, 0.975], + q_labels = ["0.025", "0.5", "0.975"], + num_bags = 10 + ) + + # patch lgb.LGBMRegressor's `predict()` to return the same values to make the tests reproducible across OSs + # nssp data only covers 51 locations (x3 quantiles) + with patch.object(lightgbm.sklearn.LGBMModel, "predict", return_value=_predictions_val()[0:153]): + model = GBQRModel(model_config) + model.run(run_config) + actual_df = pd.read_csv( + run_config.output_root / f"UMass-{model_config.model_name}" / + f"{str(run_config.ref_date)}-UMass-{model_config.model_name}.csv" + ) + expected_df = pd.read_csv( + Path("tests") / "integration" / "data" / + f"UMass-{model_config.model_name}" / + f"{str(run_config.ref_date)}-UMass-{model_config.model_name}.csv" ) assert_frame_equal(actual_df, expected_df) diff --git a/tests/integration/test_sarix.py b/tests/integration/test_sarix.py index c52dfb0..dfc1f57 100644 --- a/tests/integration/test_sarix.py +++ b/tests/integration/test_sarix.py @@ -10,10 +10,10 @@ from idmodels.sarix import SARIXModel -def test_sarix(tmp_path): +def test_sarix_nhsn(tmp_path): model_config = SimpleNamespace( model_class = "sarix", - model_name = "sarix_p6_4rt_thetashared_sigmanone", + model_name = "sarix_nhsn_p6_4rt_thetashared_sigmanone", # data sources and adjustments for reporting issues sources = ["nhsn"], @@ -65,17 +65,83 @@ def test_sarix(tmp_path): model.run(run_config) actual_df = pd.read_csv( - run_config.output_root / "UMass-sarix_p6_4rt_thetashared_sigmanone" / - "2024-01-06-UMass-sarix_p6_4rt_thetashared_sigmanone.csv" + run_config.output_root / f"UMass-{model_config.model_name}" / + f"{str(run_config.ref_date)}-UMass-{model_config.model_name}.csv" ) expected_df = pd.read_csv( Path("tests") / "integration" / "data" / - "UMass-sarix_p6_4rt_thetashared_sigmanone" / - "2024-01-06-UMass-sarix_p6_4rt_thetashared_sigmanone.csv" + f"UMass-{model_config.model_name}" / + f"{str(run_config.ref_date)}-UMass-{model_config.model_name}.csv" ) assert_frame_equal(actual_df, expected_df) +def test_sarix_nssp(tmp_path): + model_config = SimpleNamespace( + model_class = "sarix", + model_name = "sarix_nssp_p6_4rt_thetashared_sigmanone", + + # data sources and adjustments for reporting issues + sources = ["nssp"], + + # fit locations separately or jointly + fit_locations_separately = False, + + # SARI model parameters + p = 6, + P = 0, + d = 0, + D = 0, + season_period = 1, + + # power transform applied to surveillance signals + power_transform = "4rt", + + # sharing of information about parameters + theta_pooling="shared", + sigma_pooling="none", + + # covariates + x = [] + ) + + run_config = SimpleNamespace( + disease="flu", + ref_date=datetime.date.fromisoformat("2025-09-27"), + output_root=tmp_path / "model-output", + artifact_store_root=tmp_path / "artifact-store", + save_feat_importance=False, + locations=["US", "01", "02", "04", "05", "06", "08", "09", "10", "11", + "12", "13", "15", "16", "17", "18", "19", "20", "21", "22", + "23", "24", "25", "26", "27", "28", "29", "30", "31", "32", + "33", "34", "35", "36", "37", "38", "39", "40", "41", "42", + "44", "45", "46", "47", "48", "49", "50", "51", "53", "54", + "55", "56", "72"], + max_horizon=3, + q_levels = [0.025, 0.50, 0.975], + q_labels = ["0.025", "0.5", "0.975"], + num_warmup = 200, + num_samples = 200, + num_chains = 1 + ) + + # patch the `_np_percentile()` helper function return the same values to make the tests reproducible across OSs + # nssp data only covers 51 locations + with patch("idmodels.sarix._np_percentile", return_value=_np_percentile_val()[:, 0:51, :]): + model = SARIXModel(model_config) + model.run(run_config) + + actual_df = pd.read_csv( + run_config.output_root / f"UMass-{model_config.model_name}" / + f"{str(run_config.ref_date)}-UMass-{model_config.model_name}.csv" + ) + expected_df = pd.read_csv( + Path("tests") / "integration" / "data" / + f"UMass-{model_config.model_name}" / + f"{str(run_config.ref_date)}-UMass-{model_config.model_name}.csv" + ) + assert_frame_equal(actual_df, expected_df) + def _np_percentile_val(): return numpy.array( [[[2.22541624e-01, 1.82324940e-01, 1.27709944e-01], From 0f4e4620cb3e0f8068106d88e92b79077c153301 Mon Sep 17 00:00:00 2001 From: Github Actions CI Date: Tue, 21 Oct 2025 16:19:10 -0400 Subject: [PATCH 06/29] Update requirements text files --- requirements/requirements-dev.txt | 4 ++-- requirements/requirements.txt | 4 ++-- 2 files changed, 4 insertions(+), 4 deletions(-) diff --git a/requirements/requirements-dev.txt b/requirements/requirements-dev.txt index d3485ae..bf59cb3 100644 --- a/requirements/requirements-dev.txt +++ b/requirements/requirements-dev.txt @@ -42,7 +42,7 @@ frozenlist==1.5.0 # aiosignal fsspec==2024.10.0 # via s3fs -iddata @ git+https://github.com/reichlab/iddata@c5975648ba30e9a362a0854b7d7350d619b9d1e1 +iddata @ git+https://github.com/reichlab/iddata@c28849b2a02ab84e2f82876f16fee2ac60814877 # via idmodels (pyproject.toml) identify==2.6.1 # via pre-commit @@ -147,7 +147,7 @@ ruff==0.7.2 # via idmodels (pyproject.toml) s3fs==2024.10.0 # via iddata -sarix @ git+https://github.com/elray1/sarix@1c8995942d49afbb66637f0dc0662e1248606af4 +sarix @ git+https://github.com/elray1/sarix@c8921734a4328a372cf23ff343e781bc08dd4d36 # via idmodels (pyproject.toml) scikit-learn==1.5.2 # via idmodels (pyproject.toml) diff --git a/requirements/requirements.txt b/requirements/requirements.txt index 248e3fc..5e0fe07 100644 --- a/requirements/requirements.txt +++ b/requirements/requirements.txt @@ -32,7 +32,7 @@ frozenlist==1.5.0 # aiosignal fsspec==2024.10.0 # via s3fs -iddata @ git+https://github.com/reichlab/iddata@c5975648ba30e9a362a0854b7d7350d619b9d1e1 +iddata @ git+https://github.com/reichlab/iddata@c28849b2a02ab84e2f82876f16fee2ac60814877 # via idmodels (pyproject.toml) idna==3.10 # via yarl @@ -117,7 +117,7 @@ rich==13.9.4 # via iddata s3fs==2024.10.0 # via iddata -sarix @ git+https://github.com/elray1/sarix@1c8995942d49afbb66637f0dc0662e1248606af4 +sarix @ git+https://github.com/elray1/sarix@c8921734a4328a372cf23ff343e781bc08dd4d36 # via idmodels (pyproject.toml) scikit-learn==1.5.2 # via idmodels (pyproject.toml) From 06f3b4d7c790b40d1096d2e98c751df901a311a8 Mon Sep 17 00:00:00 2001 From: Github Actions CI Date: Wed, 22 Oct 2025 14:20:35 -0400 Subject: [PATCH 07/29] Use reichlab/sarix as dependency --- pyproject.toml | 2 +- requirements/requirements-dev.txt | 12 +++++++----- requirements/requirements.txt | 12 +++++++----- 3 files changed, 15 insertions(+), 11 deletions(-) diff --git a/pyproject.toml b/pyproject.toml index 6bdfb3e..18eb9ae 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -15,7 +15,7 @@ dependencies = [ "lightgbm", "numpy", "pandas", - "sarix @ git+https://github.com/elray1/sarix", + "sarix @ git+https://github.com/reichlab/sarix", "scikit-learn", "tqdm", "timeseriesutils @ git+https://github.com/reichlab/timeseriesutils" diff --git a/requirements/requirements-dev.txt b/requirements/requirements-dev.txt index bf59cb3..8dce8fc 100644 --- a/requirements/requirements-dev.txt +++ b/requirements/requirements-dev.txt @@ -43,18 +43,20 @@ frozenlist==1.5.0 fsspec==2024.10.0 # via s3fs iddata @ git+https://github.com/reichlab/iddata@c28849b2a02ab84e2f82876f16fee2ac60814877 - # via idmodels (pyproject.toml) + # via + # idmodels (pyproject.toml) + # sarix identify==2.6.1 # via pre-commit idna==3.10 # via yarl iniconfig==2.0.0 # via pytest -jax==0.4.35 +jax==0.8.0 # via # numpyro # sarix -jaxlib==0.4.35 +jaxlib==0.8.0 # via # jax # numpyro @@ -100,7 +102,7 @@ numpy==2.1.3 # scikit-learn # scipy # timeseriesutils -numpyro==0.15.3 +numpyro==0.19.0 # via sarix opt-einsum==3.4.0 # via jax @@ -147,7 +149,7 @@ ruff==0.7.2 # via idmodels (pyproject.toml) s3fs==2024.10.0 # via iddata -sarix @ git+https://github.com/elray1/sarix@c8921734a4328a372cf23ff343e781bc08dd4d36 +sarix @ git+https://github.com/reichlab/sarix@cbf66a64c6c1cc7d7385d23732583acb7dbcc0ae # via idmodels (pyproject.toml) scikit-learn==1.5.2 # via idmodels (pyproject.toml) diff --git a/requirements/requirements.txt b/requirements/requirements.txt index 5e0fe07..1c764b7 100644 --- a/requirements/requirements.txt +++ b/requirements/requirements.txt @@ -33,14 +33,16 @@ frozenlist==1.5.0 fsspec==2024.10.0 # via s3fs iddata @ git+https://github.com/reichlab/iddata@c28849b2a02ab84e2f82876f16fee2ac60814877 - # via idmodels (pyproject.toml) + # via + # idmodels (pyproject.toml) + # sarix idna==3.10 # via yarl -jax==0.4.35 +jax==0.8.0 # via # numpyro # sarix -jaxlib==0.4.35 +jaxlib==0.8.0 # via # jax # numpyro @@ -84,7 +86,7 @@ numpy==2.1.3 # scikit-learn # scipy # timeseriesutils -numpyro==0.15.3 +numpyro==0.19.0 # via sarix opt-einsum==3.4.0 # via jax @@ -117,7 +119,7 @@ rich==13.9.4 # via iddata s3fs==2024.10.0 # via iddata -sarix @ git+https://github.com/elray1/sarix@c8921734a4328a372cf23ff343e781bc08dd4d36 +sarix @ git+https://github.com/reichlab/sarix@cbf66a64c6c1cc7d7385d23732583acb7dbcc0ae # via idmodels (pyproject.toml) scikit-learn==1.5.2 # via idmodels (pyproject.toml) From 465cf6e5bb0bd0dc743b943203d41a0b3d9c3625 Mon Sep 17 00:00:00 2001 From: Github Actions CI Date: Thu, 23 Oct 2025 12:58:24 -0400 Subject: [PATCH 08/29] Remove debugging code --- src/idmodels/sarix.py | 1 - 1 file changed, 1 deletion(-) diff --git a/src/idmodels/sarix.py b/src/idmodels/sarix.py index 321df18..f11b136 100644 --- a/src/idmodels/sarix.py +++ b/src/idmodels/sarix.py @@ -31,7 +31,6 @@ def run(self, run_config): df = fdl.load_data(nssp_kwargs={"as_of": None, "disease": run_config.disease}, sources=self.model_config.sources, power_transform=self.model_config.power_transform) - df["source"].unique() target_name = "wk inc " + run_config.disease + " prop ed visits" if run_config.locations is not None: From 7a45c3e398c3c51f03a0a6e57cb716c0e0e516ee Mon Sep 17 00:00:00 2001 From: Github Actions CI Date: Thu, 23 Oct 2025 13:09:22 -0400 Subject: [PATCH 09/29] Use if-elif instead of two ifs --- src/idmodels/gbqr.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/idmodels/gbqr.py b/src/idmodels/gbqr.py index 82d9b8e..8a2f17b 100644 --- a/src/idmodels/gbqr.py +++ b/src/idmodels/gbqr.py @@ -171,7 +171,7 @@ def _train_gbq_and_predict(self, run_config, # get predictions into the format needed for FluSight hub submission if "nhsn" in preds_df["source"].unique(): target_name = "wk inc " + run_config.disease + " hosp" - if "nssp" in preds_df["source"].unique(): + elif "nssp" in preds_df["source"].unique(): target_name = "wk inc " + run_config.disease + " prop ed visits" preds_df["value"] = np.minimum(preds_df["value"], 1.0) From 38728149605733ba669641c8b67521d29dc888de Mon Sep 17 00:00:00 2001 From: Github Actions CI Date: Thu, 23 Oct 2025 14:22:07 -0400 Subject: [PATCH 10/29] Use not instead of ~ --- src/idmodels/gbqr.py | 2 +- src/idmodels/sarix.py | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/src/idmodels/gbqr.py b/src/idmodels/gbqr.py index 8a2f17b..499dae3 100644 --- a/src/idmodels/gbqr.py +++ b/src/idmodels/gbqr.py @@ -32,7 +32,7 @@ def run(self, run_config): flusurvnet_kwargs = {"burden_adj": False} valid_sources = ["flusurvnet", "nhsn", "ilinet", "nssp"] - if ~np.isin(np.array(self.model_config.sources), valid_sources).all(): + if not np.isin(np.array(self.model_config.sources), valid_sources).all(): raise ValueError("For GBQR, the only supported data sources are 'nhsn', 'flusurvnet', 'ilinet', or 'nssp'.") # Check if both nhsn and nssp data are included as sources diff --git a/src/idmodels/sarix.py b/src/idmodels/sarix.py index f11b136..6fc1f6b 100644 --- a/src/idmodels/sarix.py +++ b/src/idmodels/sarix.py @@ -14,7 +14,7 @@ def __init__(self, model_config): def run(self, run_config): valid_sources = np.array(["nhsn", "nssp"]) - if ~np.isin(np.array(self.model_config.sources), valid_sources).all(): + if not np.isin(np.array(self.model_config.sources), valid_sources).all(): raise ValueError("For SARIX, the only supported data sources are 'nhsn' or 'nssp'.") # Check if both nhsn and nssp data are included as sources From 1da182faf3fd75900039981da28107daeea212a6 Mon Sep 17 00:00:00 2001 From: Github Actions CI Date: Thu, 23 Oct 2025 14:34:29 -0400 Subject: [PATCH 11/29] Update sarix package dependency version --- requirements/requirements-dev.txt | 2 +- requirements/requirements.txt | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/requirements/requirements-dev.txt b/requirements/requirements-dev.txt index 8dce8fc..0ebdd6b 100644 --- a/requirements/requirements-dev.txt +++ b/requirements/requirements-dev.txt @@ -149,7 +149,7 @@ ruff==0.7.2 # via idmodels (pyproject.toml) s3fs==2024.10.0 # via iddata -sarix @ git+https://github.com/reichlab/sarix@cbf66a64c6c1cc7d7385d23732583acb7dbcc0ae +sarix @ git+https://github.com/reichlab/sarix@5af386cd4efba9287dae1893659d87607115427f # via idmodels (pyproject.toml) scikit-learn==1.5.2 # via idmodels (pyproject.toml) diff --git a/requirements/requirements.txt b/requirements/requirements.txt index 1c764b7..abbaf6e 100644 --- a/requirements/requirements.txt +++ b/requirements/requirements.txt @@ -119,7 +119,7 @@ rich==13.9.4 # via iddata s3fs==2024.10.0 # via iddata -sarix @ git+https://github.com/reichlab/sarix@cbf66a64c6c1cc7d7385d23732583acb7dbcc0ae +sarix @ git+https://github.com/reichlab/sarix@5af386cd4efba9287dae1893659d87607115427f # via idmodels (pyproject.toml) scikit-learn==1.5.2 # via idmodels (pyproject.toml) From c29f044aff92dfe0f8e88b297e27dfc8c321ab8a Mon Sep 17 00:00:00 2001 From: Github Actions CI Date: Mon, 27 Oct 2025 16:26:27 -0400 Subject: [PATCH 12/29] Update sarix dependency commit hash --- requirements/requirements-dev.txt | 7 ++----- requirements/requirements.txt | 7 ++----- 2 files changed, 4 insertions(+), 10 deletions(-) diff --git a/requirements/requirements-dev.txt b/requirements/requirements-dev.txt index 0ebdd6b..3393d36 100644 --- a/requirements/requirements-dev.txt +++ b/requirements/requirements-dev.txt @@ -43,9 +43,7 @@ frozenlist==1.5.0 fsspec==2024.10.0 # via s3fs iddata @ git+https://github.com/reichlab/iddata@c28849b2a02ab84e2f82876f16fee2ac60814877 - # via - # idmodels (pyproject.toml) - # sarix + # via idmodels (pyproject.toml) identify==2.6.1 # via pre-commit idna==3.10 @@ -114,7 +112,6 @@ pandas==2.2.3 # via # idmodels (pyproject.toml) # iddata - # sarix # timeseriesutils pillow==11.0.0 # via matplotlib @@ -149,7 +146,7 @@ ruff==0.7.2 # via idmodels (pyproject.toml) s3fs==2024.10.0 # via iddata -sarix @ git+https://github.com/reichlab/sarix@5af386cd4efba9287dae1893659d87607115427f +sarix @ git+https://github.com/reichlab/sarix@cedaebed367d9fc00e2b34cdfc6db09eef6a99a3 # via idmodels (pyproject.toml) scikit-learn==1.5.2 # via idmodels (pyproject.toml) diff --git a/requirements/requirements.txt b/requirements/requirements.txt index abbaf6e..80f3cc9 100644 --- a/requirements/requirements.txt +++ b/requirements/requirements.txt @@ -33,9 +33,7 @@ frozenlist==1.5.0 fsspec==2024.10.0 # via s3fs iddata @ git+https://github.com/reichlab/iddata@c28849b2a02ab84e2f82876f16fee2ac60814877 - # via - # idmodels (pyproject.toml) - # sarix + # via idmodels (pyproject.toml) idna==3.10 # via yarl jax==0.8.0 @@ -96,7 +94,6 @@ pandas==2.2.3 # via # idmodels (pyproject.toml) # iddata - # sarix # timeseriesutils pillow==11.0.0 # via matplotlib @@ -119,7 +116,7 @@ rich==13.9.4 # via iddata s3fs==2024.10.0 # via iddata -sarix @ git+https://github.com/reichlab/sarix@5af386cd4efba9287dae1893659d87607115427f +sarix @ git+https://github.com/reichlab/sarix@cedaebed367d9fc00e2b34cdfc6db09eef6a99a3 # via idmodels (pyproject.toml) scikit-learn==1.5.2 # via idmodels (pyproject.toml) From 25f62389107d5565ea3ea42c04817f7bfbe1bd42 Mon Sep 17 00:00:00 2001 From: Github Actions CI Date: Fri, 31 Oct 2025 10:53:15 -0400 Subject: [PATCH 13/29] Convert NSSP observed percentage to proportion --- src/idmodels/gbqr.py | 1 + src/idmodels/sarix.py | 1 + 2 files changed, 2 insertions(+) diff --git a/src/idmodels/gbqr.py b/src/idmodels/gbqr.py index 499dae3..2e66445 100644 --- a/src/idmodels/gbqr.py +++ b/src/idmodels/gbqr.py @@ -173,6 +173,7 @@ def _train_gbq_and_predict(self, run_config, target_name = "wk inc " + run_config.disease + " hosp" elif "nssp" in preds_df["source"].unique(): target_name = "wk inc " + run_config.disease + " prop ed visits" + preds_df["value"] = preds_df["value"] / 100 # percentage to proportion preds_df["value"] = np.minimum(preds_df["value"], 1.0) preds_df = self._format_as_flusight_output(preds_df, run_config.ref_date, run_config.disease, target_name) diff --git a/src/idmodels/sarix.py b/src/idmodels/sarix.py index 6fc1f6b..ed798d5 100644 --- a/src/idmodels/sarix.py +++ b/src/idmodels/sarix.py @@ -105,6 +105,7 @@ def run(self, run_config): preds_df.drop(columns="wk_end_date", inplace=True) if target_name == "wk inc " + run_config.disease + " prop ed visits": + preds_df["value"] = preds_df["value"] / 100 # percentage to proportion preds_df["value"] = np.minimum(preds_df["value"], 1.0) # save From c9c7b11422076c03f13d5a455f60228d5221cbd5 Mon Sep 17 00:00:00 2001 From: Github Actions CI Date: Fri, 31 Oct 2025 16:41:54 -0400 Subject: [PATCH 14/29] Update SARIX NSSP integration test data --- ...arix_nssp_p6_4rt_thetashared_sigmanone.csv | 244 +++++++++--------- 1 file changed, 122 insertions(+), 122 deletions(-) diff --git a/tests/integration/data/UMass-sarix_nssp_p6_4rt_thetashared_sigmanone/2025-09-27-UMass-sarix_nssp_p6_4rt_thetashared_sigmanone.csv b/tests/integration/data/UMass-sarix_nssp_p6_4rt_thetashared_sigmanone/2025-09-27-UMass-sarix_nssp_p6_4rt_thetashared_sigmanone.csv index fb55f39..df0927b 100644 --- a/tests/integration/data/UMass-sarix_nssp_p6_4rt_thetashared_sigmanone/2025-09-27-UMass-sarix_nssp_p6_4rt_thetashared_sigmanone.csv +++ b/tests/integration/data/UMass-sarix_nssp_p6_4rt_thetashared_sigmanone/2025-09-27-UMass-sarix_nssp_p6_4rt_thetashared_sigmanone.csv @@ -5,50 +5,50 @@ location,horizon,output_type_id,value,target_end_date,reference_date,output_type 05,0,0.025,,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 06,0,0.025,,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 08,0,0.025,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits -09,0,0.025,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits -10,0,0.025,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits -11,0,0.025,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits +09,0,0.025,0.8474976648333117,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits +10,0,0.025,0.43012121700025313,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits +11,0,0.025,0.19404862169162443,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 12,0,0.025,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 13,0,0.025,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits -15,0,0.025,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits -16,0,0.025,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits +15,0,0.025,0.307372751257408,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits +16,0,0.025,0.45697217263854023,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 17,0,0.025,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 18,0,0.025,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits -19,0,0.025,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits -20,0,0.025,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits +19,0,0.025,0.36058368789285394,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits +20,0,0.025,0.5508858960315843,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 21,0,0.025,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 22,0,0.025,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits -23,0,0.025,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits +23,0,0.025,0.1849888153053215,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 24,0,0.025,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 25,0,0.025,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 26,0,0.025,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 27,0,0.025,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 28,0,0.025,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits -30,0,0.025,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits -31,0,0.025,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits -32,0,0.025,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits -33,0,0.025,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits +30,0,0.025,0.24895985028226725,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits +31,0,0.025,0.7230436272712124,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits +32,0,0.025,0.48918144537372704,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits +33,0,0.025,0.42772062232835933,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 34,0,0.025,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 35,0,0.025,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 36,0,0.025,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 37,0,0.025,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits -38,0,0.025,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits +38,0,0.025,0.8414564656449778,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 39,0,0.025,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 40,0,0.025,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits -41,0,0.025,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits +41,0,0.025,0.21069726290604612,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 42,0,0.025,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits -44,0,0.025,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits +44,0,0.025,0.5311646466341573,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 45,0,0.025,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits -46,0,0.025,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits +46,0,0.025,0.8181439280220582,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 47,0,0.025,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 48,0,0.025,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 49,0,0.025,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 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18,2,0.5,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits -19,2,0.5,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits -20,2,0.5,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits +19,2,0.5,0.5992250089189174,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits +20,2,0.5,0.9325173780977272,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits 21,2,0.5,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits 22,2,0.5,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits -23,2,0.5,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits +23,2,0.5,0.4433025668323974,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits 24,2,0.5,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits 25,2,0.5,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits 26,2,0.5,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits 27,2,0.5,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits 28,2,0.5,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits -30,2,0.5,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits +30,2,0.5,0.43741576859418657,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits 31,2,0.5,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits 32,2,0.5,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits -33,2,0.5,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits +33,2,0.5,0.6523318148289363,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits 34,2,0.5,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits 35,2,0.5,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits 36,2,0.5,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits @@ -392,20 +392,20 @@ US,2,0.025,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits 38,2,0.5,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits 39,2,0.5,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits 40,2,0.5,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits -41,2,0.5,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits +41,2,0.5,0.6540263264219299,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits 42,2,0.5,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits -44,2,0.5,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits +44,2,0.5,0.8360122161984123,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits 45,2,0.5,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits 46,2,0.5,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits 47,2,0.5,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits 48,2,0.5,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits 49,2,0.5,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits -50,2,0.5,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits +50,2,0.5,0.3526315397683755,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits 51,2,0.5,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits 53,2,0.5,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits -54,2,0.5,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits +54,2,0.5,0.4942197945636547,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits 55,2,0.5,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits -56,2,0.5,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits +56,2,0.5,0.13116231076032897,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits US,2,0.5,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits 01,2,0.975,,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits 02,2,0.975,,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits @@ -432,7 +432,7 @@ US,2,0.5,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits 26,2,0.975,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits 27,2,0.975,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits 28,2,0.975,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits -30,2,0.975,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits +30,2,0.975,0.9175846053070009,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits 31,2,0.975,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits 32,2,0.975,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits 33,2,0.975,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits @@ -451,10 +451,10 @@ US,2,0.5,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits 47,2,0.975,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits 48,2,0.975,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits 49,2,0.975,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits -50,2,0.975,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits +50,2,0.975,0.7457845306798673,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits 51,2,0.975,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits 53,2,0.975,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits 54,2,0.975,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits 55,2,0.975,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits -56,2,0.975,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits +56,2,0.975,0.33664269401054275,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits US,2,0.975,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits From efa0ff5f79457f8a35931004f7de5e09e2a1fe27 Mon Sep 17 00:00:00 2001 From: Github Actions CI Date: Thu, 13 Nov 2025 12:21:54 -0500 Subject: [PATCH 15/29] Update sarix for hsa and state-level forecasting --- src/idmodels/sarix.py | 19 +++++++++++++------ 1 file changed, 13 insertions(+), 6 deletions(-) diff --git a/src/idmodels/sarix.py b/src/idmodels/sarix.py index ed798d5..8684434 100644 --- a/src/idmodels/sarix.py +++ b/src/idmodels/sarix.py @@ -33,8 +33,15 @@ def run(self, run_config): power_transform=self.model_config.power_transform) target_name = "wk inc " + run_config.disease + " prop ed visits" - if run_config.locations is not None: - df = df.loc[df["location"].isin(run_config.locations)] + if (run_config.states == []) & (run_config.hsas == []): + raise ValueError("User must request a non-empty set of locations to forecast for.") + + if (run_config.states != []) & (run_config.hsas != []): + raise NotImplementedError("Functionality for simultaneously forecasting state- and hsa-level locations is not yet implemented.") + + df_states = df.loc[(df["location"].isin(run_config.states)) & (df["agg_level"] != "hsa")] + df_hsas = df.loc[(df["location"].isin(run_config.hsas)) & (df["agg_level"] == "hsa")] + df = pd.concat([df_states, df_hsas], join = "inner", axis = 0) # season week relative to christmas df = df.merge( @@ -46,11 +53,11 @@ def run(self, run_config): on="season") \ .assign(delta_xmas = lambda x: x["season_week"] - x["xmas_week"]) df["xmas_spike"] = np.maximum(3 - np.abs(df["delta_xmas"]), 0) - + xy_colnames = self.model_config.x + ["inc_trans_cs"] df = df.query("wk_end_date >= '2022-10-01'").interpolate() - df["inc_trans_cs"] = np.where(~np.isnan(df["inc_trans_cs"]), df["inc_trans_cs"], 0) - batched_xy = df[xy_colnames].values.reshape(len(df["location"].unique()), -1, len(xy_colnames)) + unique_locations = len(run_config.states) + len(run_config.hsas) + batched_xy = df[xy_colnames].values.reshape(unique_locations, -1, len(xy_colnames)) sarix_fit_all_locs_theta_pooled = sarix.SARIX( xy = batched_xy, @@ -71,7 +78,7 @@ def run(self, run_config): pred_qs = _np_percentile(sarix_fit_all_locs_theta_pooled.predictions[..., :, :, 0], np.array(run_config.q_levels) * 100, axis=0) - df_data_last_obs = df.groupby(["location"]).tail(1) + df_data_last_obs = df.groupby(["location", "agg_level"]).tail(1) preds_df = pd.concat([ pd.DataFrame(pred_qs[i, :, :]) \ From 2db039fe2a9d422d6e1f58cfc97285aa988c466b Mon Sep 17 00:00:00 2001 From: Github Actions CI Date: Thu, 13 Nov 2025 12:24:12 -0500 Subject: [PATCH 16/29] Refactor sarix tests to create configs w helpers --- tests/integration/test_sarix.py | 121 +++++++++++++------------------- 1 file changed, 48 insertions(+), 73 deletions(-) diff --git a/tests/integration/test_sarix.py b/tests/integration/test_sarix.py index dfc1f57..72a1d1c 100644 --- a/tests/integration/test_sarix.py +++ b/tests/integration/test_sarix.py @@ -11,56 +11,48 @@ def test_sarix_nhsn(tmp_path): - model_config = SimpleNamespace( - model_class = "sarix", - model_name = "sarix_nhsn_p6_4rt_thetashared_sigmanone", - - # data sources and adjustments for reporting issues - sources = ["nhsn"], - - # fit locations separately or jointly - fit_locations_separately = False, - - # SARI model parameters - p = 6, - P = 0, - d = 0, - D = 0, - season_period = 1, - - # power transform applied to surveillance signals - power_transform = "4rt", + date = datetime.date.fromisoformat("2024-01-06") + fips_codes = ["US", "01", "02", "04", "05", "06", "08", "09", "10", "11", + "12", "13", "15", "16", "17", "18", "19", "20", "21", "22", + "23", "24", "25", "26", "27", "28", "29", "30", "31", "32", + "33", "34", "35", "36", "37", "38", "39", "40", "41", "42", + "44", "45", "46", "47", "48", "49", "50", "51", "53", "54", + "55", "56", "72"] + model_config = create_test_sarix_model_config(main_source=["nhsn"]) + run_config = create_test_sarix_run_config(ref_date=date, states=fips_codes, hsas=[], tmp_path=tmp_path) + + # patch the `_np_percentile()` helper function return the same values to make the tests reproducible across OSs + with patch("idmodels.sarix._np_percentile", return_value=_np_percentile_val()): + model = SARIXModel(model_config) + model.run(run_config) - # sharing of information about parameters - theta_pooling="shared", - sigma_pooling="none", - - # covariates - x = [] + actual_df = pd.read_csv( + run_config.output_root / f"UMass-{model_config.model_name}" / + f"{str(run_config.ref_date)}-UMass-{model_config.model_name}.csv" ) - - run_config = SimpleNamespace( - disease="flu", - ref_date=datetime.date.fromisoformat("2024-01-06"), - output_root=tmp_path / "model-output", - artifact_store_root=tmp_path / "artifact-store", - save_feat_importance=False, - locations=["US", "01", "02", "04", "05", "06", "08", "09", "10", "11", - "12", "13", "15", "16", "17", "18", "19", "20", "21", "22", - "23", "24", "25", "26", "27", "28", "29", "30", "31", "32", - "33", "34", "35", "36", "37", "38", "39", "40", "41", "42", - "44", "45", "46", "47", "48", "49", "50", "51", "53", "54", - "55", "56", "72"], - max_horizon=3, - q_levels = [0.025, 0.50, 0.975], - q_labels = ["0.025", "0.5", "0.975"], - num_warmup = 200, - num_samples = 200, - num_chains = 1 + expected_df = pd.read_csv( + Path("tests") / "integration" / "data" / + f"UMass-{model_config.model_name}" / + f"{str(run_config.ref_date)}-UMass-{model_config.model_name}.csv" ) + assert_frame_equal(actual_df, expected_df) + +def test_sarix_nssp(tmp_path): + date = datetime.date.fromisoformat("2025-09-27") + # Missouri (29) does not submit to NSSP + fips_codes = ["US", "01", "02", "04", "05", "06", "08", "09", "10", "11", + "12", "13", "15", "16", "17", "18", "19", "20", "21", "22", + "23", "24", "25", "26", "27", "28", "30", "31", "32", + "33", "34", "35", "36", "37", "38", "39", "40", "41", "42", + "44", "45", "46", "47", "48", "49", "50", "51", "53", "54", + "55", "56"] + model_config = create_test_sarix_model_config(main_source=["nssp"]) + run_config = create_test_sarix_run_config(ref_date=date, states=fips_codes, hsas=[], tmp_path=tmp_path) + # patch the `_np_percentile()` helper function return the same values to make the tests reproducible across OSs - with patch("idmodels.sarix._np_percentile", return_value=_np_percentile_val()): + # nssp data only covers 51 locations + with patch("idmodels.sarix._np_percentile", return_value=_np_percentile_val()[:, 0:51, :]): model = SARIXModel(model_config) model.run(run_config) @@ -75,14 +67,15 @@ def test_sarix_nhsn(tmp_path): ) assert_frame_equal(actual_df, expected_df) + # hsas=["25", "150"] -def test_sarix_nssp(tmp_path): +def create_test_sarix_model_config(main_source): model_config = SimpleNamespace( model_class = "sarix", - model_name = "sarix_nssp_p6_4rt_thetashared_sigmanone", + model_name = "sarix_" + main_source[0] + "_p6_4rt_thetashared_sigmanone", # data sources and adjustments for reporting issues - sources = ["nssp"], + sources = main_source, # fit locations separately or jointly fit_locations_separately = False, @@ -104,19 +97,17 @@ def test_sarix_nssp(tmp_path): # covariates x = [] ) + return model_config +def create_test_sarix_run_config(ref_date, states, hsas, tmp_path): run_config = SimpleNamespace( disease="flu", - ref_date=datetime.date.fromisoformat("2025-09-27"), + ref_date=ref_date, output_root=tmp_path / "model-output", artifact_store_root=tmp_path / "artifact-store", save_feat_importance=False, - locations=["US", "01", "02", "04", "05", "06", "08", "09", "10", "11", - "12", "13", "15", "16", "17", "18", "19", "20", "21", "22", - "23", "24", "25", "26", "27", "28", "29", "30", "31", "32", - "33", "34", "35", "36", "37", "38", "39", "40", "41", "42", - "44", "45", "46", "47", "48", "49", "50", "51", "53", "54", - "55", "56", "72"], + states=states, + hsas = hsas, max_horizon=3, q_levels = [0.025, 0.50, 0.975], q_labels = ["0.025", "0.5", "0.975"], @@ -124,24 +115,8 @@ def test_sarix_nssp(tmp_path): num_samples = 200, num_chains = 1 ) - - # patch the `_np_percentile()` helper function return the same values to make the tests reproducible across OSs - # nssp data only covers 51 locations - with patch("idmodels.sarix._np_percentile", return_value=_np_percentile_val()[:, 0:51, :]): - model = SARIXModel(model_config) - model.run(run_config) - - actual_df = pd.read_csv( - run_config.output_root / f"UMass-{model_config.model_name}" / - f"{str(run_config.ref_date)}-UMass-{model_config.model_name}.csv" - ) - expected_df = pd.read_csv( - Path("tests") / "integration" / "data" / - f"UMass-{model_config.model_name}" / - f"{str(run_config.ref_date)}-UMass-{model_config.model_name}.csv" - ) - assert_frame_equal(actual_df, expected_df) - + return run_config + def _np_percentile_val(): return numpy.array( [[[2.22541624e-01, 1.82324940e-01, 1.27709944e-01], From d46122eac5b07aa9217f7f6eb683e9b62b38914a Mon Sep 17 00:00:00 2001 From: Github Actions CI Date: Fri, 14 Nov 2025 15:11:14 -0500 Subject: [PATCH 17/29] Add more sarix tests + update test data --- ..._nssp_p6_4rt_thetashared_sigmanone-hsa.csv | 28 ++ ...sp_p6_4rt_thetashared_sigmanone-state.csv} | 368 +++++++++--------- tests/integration/test_sarix.py | 49 ++- 3 files changed, 248 insertions(+), 197 deletions(-) create mode 100644 tests/integration/data/UMass-sarix_nssp_p6_4rt_thetashared_sigmanone/2025-09-27-UMass-sarix_nssp_p6_4rt_thetashared_sigmanone-hsa.csv rename tests/integration/data/UMass-sarix_nssp_p6_4rt_thetashared_sigmanone/{2025-09-27-UMass-sarix_nssp_p6_4rt_thetashared_sigmanone.csv => 2025-09-27-UMass-sarix_nssp_p6_4rt_thetashared_sigmanone-state.csv} (64%) diff --git a/tests/integration/data/UMass-sarix_nssp_p6_4rt_thetashared_sigmanone/2025-09-27-UMass-sarix_nssp_p6_4rt_thetashared_sigmanone-hsa.csv b/tests/integration/data/UMass-sarix_nssp_p6_4rt_thetashared_sigmanone/2025-09-27-UMass-sarix_nssp_p6_4rt_thetashared_sigmanone-hsa.csv new file mode 100644 index 0000000..8ff149c --- /dev/null +++ b/tests/integration/data/UMass-sarix_nssp_p6_4rt_thetashared_sigmanone/2025-09-27-UMass-sarix_nssp_p6_4rt_thetashared_sigmanone-hsa.csv @@ -0,0 +1,28 @@ +location,horizon,output_type_id,value,target_end_date,reference_date,output_type,target +1,0,0.025,,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits +150,0,0.025,,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits +25,0,0.025,,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits +1,0,0.5,,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits +150,0,0.5,,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits +25,0,0.5,,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits +1,0,0.975,,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits +150,0,0.975,,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits +25,0,0.975,,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits +1,1,0.025,,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits +150,1,0.025,,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits +25,1,0.025,,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits +1,1,0.5,,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits +150,1,0.5,,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits +25,1,0.5,,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits +1,1,0.975,,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits +150,1,0.975,,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits +25,1,0.975,,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits +1,2,0.025,,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits +150,2,0.025,,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits +25,2,0.025,,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits +1,2,0.5,,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits +150,2,0.5,,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits +25,2,0.5,,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits +1,2,0.975,,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits +150,2,0.975,,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits +25,2,0.975,,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits diff --git a/tests/integration/data/UMass-sarix_nssp_p6_4rt_thetashared_sigmanone/2025-09-27-UMass-sarix_nssp_p6_4rt_thetashared_sigmanone.csv b/tests/integration/data/UMass-sarix_nssp_p6_4rt_thetashared_sigmanone/2025-09-27-UMass-sarix_nssp_p6_4rt_thetashared_sigmanone-state.csv similarity index 64% rename from tests/integration/data/UMass-sarix_nssp_p6_4rt_thetashared_sigmanone/2025-09-27-UMass-sarix_nssp_p6_4rt_thetashared_sigmanone.csv rename to tests/integration/data/UMass-sarix_nssp_p6_4rt_thetashared_sigmanone/2025-09-27-UMass-sarix_nssp_p6_4rt_thetashared_sigmanone-state.csv index df0927b..1e19542 100644 --- a/tests/integration/data/UMass-sarix_nssp_p6_4rt_thetashared_sigmanone/2025-09-27-UMass-sarix_nssp_p6_4rt_thetashared_sigmanone.csv +++ b/tests/integration/data/UMass-sarix_nssp_p6_4rt_thetashared_sigmanone/2025-09-27-UMass-sarix_nssp_p6_4rt_thetashared_sigmanone-state.csv @@ -1,275 +1,275 @@ location,horizon,output_type_id,value,target_end_date,reference_date,output_type,target -01,0,0.025,,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits -02,0,0.025,,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits -04,0,0.025,,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits -05,0,0.025,,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits -06,0,0.025,,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits +01,0,0.025,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits +02,0,0.025,0.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits +04,0,0.025,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits +05,0,0.025,0.942514648907195,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits +06,0,0.025,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 08,0,0.025,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits -09,0,0.025,0.8474976648333117,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits -10,0,0.025,0.43012121700025313,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits -11,0,0.025,0.19404862169162443,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits +09,0,0.025,0.8475449903573548,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits +10,0,0.025,0.33772499766204883,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits +11,0,0.025,0.21098291070490444,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 12,0,0.025,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 13,0,0.025,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits -15,0,0.025,0.307372751257408,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits -16,0,0.025,0.45697217263854023,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits +15,0,0.025,0.3467809147049863,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits +16,0,0.025,0.5019093212530217,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 17,0,0.025,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 18,0,0.025,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits -19,0,0.025,0.36058368789285394,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits -20,0,0.025,0.5508858960315843,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits +19,0,0.025,0.2595360580078642,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits +20,0,0.025,0.48174863098057913,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 21,0,0.025,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 22,0,0.025,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits -23,0,0.025,0.1849888153053215,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits +23,0,0.025,0.17964612627098023,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 24,0,0.025,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 25,0,0.025,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 26,0,0.025,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 27,0,0.025,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 28,0,0.025,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits -30,0,0.025,0.24895985028226725,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits -31,0,0.025,0.7230436272712124,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits -32,0,0.025,0.48918144537372704,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits -33,0,0.025,0.42772062232835933,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits +30,0,0.025,0.2791576131949502,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits +31,0,0.025,0.944689931862301,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits +32,0,0.025,0.4198915717333895,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits +33,0,0.025,0.40050527460164387,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 34,0,0.025,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits -35,0,0.025,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits +35,0,0.025,0.9383585802655564,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 36,0,0.025,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 37,0,0.025,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits -38,0,0.025,0.8414564656449778,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 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48,0,0.025,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 49,0,0.025,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits -50,0,0.025,0.17559969985076168,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits +50,0,0.025,0.24992725744157027,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 51,0,0.025,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 53,0,0.025,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits -54,0,0.025,0.25173331449636616,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits +54,0,0.025,0.22987724007131058,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 55,0,0.025,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits -56,0,0.025,0.06999761946010201,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits +56,0,0.025,0.09235064126830679,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits US,0,0.025,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits -01,0,0.5,,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits -02,0,0.5,,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits -04,0,0.5,,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits -05,0,0.5,,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits -06,0,0.5,,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits +01,0,0.5,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits +02,0,0.5,0.053729156084498936,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits +04,0,0.5,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits +05,0,0.5,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits +06,0,0.5,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 08,0,0.5,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 09,0,0.5,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits -10,0,0.5,0.8642448647708707,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits -11,0,0.5,0.3428456668718035,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits +10,0,0.5,0.6873494063532642,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits +11,0,0.5,0.3833830966363901,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 12,0,0.5,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 13,0,0.5,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits -15,0,0.5,0.6250674296435187,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits -16,0,0.5,0.7960914134373879,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits +15,0,0.5,0.6836707288156346,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits +16,0,0.5,0.8691771289664838,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 17,0,0.5,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 18,0,0.5,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits -19,0,0.5,0.6333325832439897,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits -20,0,0.5,0.8886388770047827,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 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visits 31,0,0.5,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits -32,0,0.5,0.8944849925840321,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits -33,0,0.5,0.6274223477639422,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits +32,0,0.5,0.7829482004628728,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits +33,0,0.5,0.5940418707537001,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 34,0,0.5,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 35,0,0.5,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 36,0,0.5,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 37,0,0.5,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits -38,0,0.5,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits +38,0,0.5,0.7107677831763088,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 39,0,0.5,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 40,0,0.5,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 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inc flu prop ed visits 51,0,0.5,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 53,0,0.5,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits -54,0,0.5,0.4508032330294319,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits +54,0,0.5,0.4018564689327582,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 55,0,0.5,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits -56,0,0.5,0.11537852100255515,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits +56,0,0.5,0.14471232512167503,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits US,0,0.5,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits -01,0,0.975,,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits -02,0,0.975,,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits -04,0,0.975,,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits -05,0,0.975,,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits -06,0,0.975,,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits +01,0,0.975,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits +02,0,0.975,0.13669809080085124,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits +04,0,0.975,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits +05,0,0.975,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits +06,0,0.975,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 08,0,0.975,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 09,0,0.975,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 10,0,0.975,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits -11,0,0.975,0.5818197842901127,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits +11,0,0.975,0.665968877933265,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 12,0,0.975,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 13,0,0.975,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 15,0,0.975,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 16,0,0.975,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 17,0,0.975,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 18,0,0.975,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits -19,0,0.975,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits +19,0,0.975,0.842647651241206,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 20,0,0.975,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 21,0,0.975,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 22,0,0.975,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits -23,0,0.975,0.7052980578838713,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits +23,0,0.975,0.6719767508328583,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 24,0,0.975,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 25,0,0.975,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 26,0,0.975,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 27,0,0.975,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 28,0,0.975,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits -30,0,0.975,0.553769886030909,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits +30,0,0.975,0.6172568317275252,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 31,0,0.975,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 32,0,0.975,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits -33,0,0.975,0.900856349854431,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits +33,0,0.975,0.8605937825527263,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 34,0,0.975,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 35,0,0.975,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 36,0,0.975,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 37,0,0.975,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits -38,0,0.975,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits +38,0,0.975,0.9548767351086112,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 39,0,0.975,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 40,0,0.975,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits -41,0,0.975,0.9317843190092173,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits +41,0,0.975,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 42,0,0.975,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits -44,0,0.975,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits +44,0,0.975,0.5516370042898373,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 45,0,0.975,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 46,0,0.975,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 47,0,0.975,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 48,0,0.975,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 49,0,0.975,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits -50,0,0.975,0.4946304967544116,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits +50,0,0.975,0.6714430490780188,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 51,0,0.975,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 53,0,0.975,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits -54,0,0.975,0.6836453825450374,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits +54,0,0.975,0.5995898334488488,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 55,0,0.975,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits -56,0,0.975,0.1830077433005073,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits +56,0,0.975,0.2212893222004482,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits US,0,0.975,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits -01,1,0.025,,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits -02,1,0.025,,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits -04,1,0.025,,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits -05,1,0.025,,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits -06,1,0.025,,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits +01,1,0.025,1.0,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits +02,1,0.025,0.0,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits +04,1,0.025,1.0,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits +05,1,0.025,0.9832024649592646,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits +06,1,0.025,1.0,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits 08,1,0.025,1.0,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits -09,1,0.025,0.7129040858117283,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits -10,1,0.025,0.31911261395496354,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits -11,1,0.025,0.16239024751412226,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits +09,1,0.025,0.7130332592083947,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits +10,1,0.025,0.24846892798849093,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits +11,1,0.025,0.17488667502103666,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits 12,1,0.025,1.0,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits 13,1,0.025,1.0,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits -15,1,0.025,0.169358531127655,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits -16,1,0.025,0.3342742991662518,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits +15,1,0.025,0.19809927563393173,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits +16,1,0.025,0.3689298465843836,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits 17,1,0.025,1.0,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits 18,1,0.025,1.0,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits -19,1,0.025,0.18127518885061505,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits -20,1,0.025,0.37199111416174674,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits +19,1,0.025,0.11738571600348158,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits +20,1,0.025,0.3252448166472922,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits 21,1,0.025,1.0,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits 22,1,0.025,1.0,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits -23,1,0.025,0.14310212931699628,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits +23,1,0.025,0.13954257424699462,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits 24,1,0.025,1.0,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits 25,1,0.025,1.0,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits 26,1,0.025,1.0,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits 27,1,0.025,1.0,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits 28,1,0.025,1.0,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits -30,1,0.025,0.21544908936355053,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits -31,1,0.025,0.6420911348475059,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits -32,1,0.025,0.4583773470560535,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits -33,1,0.025,0.30433992600100507,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits +30,1,0.025,0.24201831098963592,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits +31,1,0.025,0.8422663145606419,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits +32,1,0.025,0.3923705265487183,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits +33,1,0.025,0.28165955505796914,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits 34,1,0.025,1.0,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits -35,1,0.025,1.0,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits +35,1,0.025,0.8797510384500797,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits 36,1,0.025,1.0,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits 37,1,0.025,1.0,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits 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ed visits +46,1,0.025,0.47058074447999315,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits 47,1,0.025,1.0,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits 48,1,0.025,1.0,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits -49,1,0.025,1.0,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits -50,1,0.025,0.1298193187422257,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits -51,1,0.025,0.8788010619565285,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits +49,1,0.025,0.9979339397201257,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits +50,1,0.025,0.18856112978932457,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits +51,1,0.025,0.6879664449099018,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits 53,1,0.025,1.0,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits -54,1,0.025,0.20219677187378934,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits +54,1,0.025,0.18641873425914424,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits 55,1,0.025,1.0,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits -56,1,0.025,0.051154559760211576,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits +56,1,0.025,0.0702430583897022,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits US,1,0.025,1.0,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits -01,1,0.5,,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits -02,1,0.5,,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits -04,1,0.5,,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits -05,1,0.5,,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits -06,1,0.5,,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits +01,1,0.5,1.0,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits +02,1,0.5,0.047120410986584586,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits +04,1,0.5,1.0,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits +05,1,0.5,1.0,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits +06,1,0.5,1.0,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits 08,1,0.5,1.0,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits 09,1,0.5,1.0,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits -10,1,0.5,1.0,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits -11,1,0.5,0.3790355998050543,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits +10,1,0.5,0.7981974838249356,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits +11,1,0.5,0.42581418789918873,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits 12,1,0.5,1.0,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits 13,1,0.5,1.0,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits -15,1,0.5,0.579211907328596,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits -16,1,0.5,0.8411249136951653,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits +15,1,0.5,0.6353500099153269,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits +16,1,0.5,0.9179273533520573,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits 17,1,0.5,1.0,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits 18,1,0.5,1.0,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits -19,1,0.5,0.6117217778321156,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits -20,1,0.5,0.9256688322786946,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits +19,1,0.5,0.4596844995271318,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits +20,1,0.5,0.8073899212992036,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits 21,1,0.5,1.0,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits 22,1,0.5,1.0,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits -23,1,0.5,0.4436755729971489,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits +23,1,0.5,0.4253605425085037,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits 24,1,0.5,1.0,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits 25,1,0.5,1.0,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits 26,1,0.5,1.0,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits 27,1,0.5,1.0,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits 28,1,0.5,1.0,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits -30,1,0.5,0.42009205700933416,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits +30,1,0.5,0.4689296942079802,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits 31,1,0.5,1.0,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits -32,1,0.5,0.9993186589014625,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits -33,1,0.5,0.6616319525970321,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits +32,1,0.5,0.877071428768875,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits +33,1,0.5,0.6273055714628812,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits 34,1,0.5,1.0,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits 35,1,0.5,1.0,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits 36,1,0.5,1.0,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits 37,1,0.5,1.0,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits -38,1,0.5,1.0,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits +38,1,0.5,0.74877998009911,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits 39,1,0.5,1.0,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits 40,1,0.5,1.0,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits -41,1,0.5,0.5715115423782758,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits +41,1,0.5,0.6596831163875031,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits 42,1,0.5,1.0,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits -44,1,0.5,0.8004334863015142,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits +44,1,0.5,0.4357173206563372,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits 45,1,0.5,1.0,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits -46,1,0.5,1.0,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits +46,1,0.5,0.8394897909490644,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits 47,1,0.5,1.0,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits 48,1,0.5,1.0,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits 49,1,0.5,1.0,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits -50,1,0.5,0.3167816116688212,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits +50,1,0.5,0.43743614622019117,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits 51,1,0.5,1.0,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits 53,1,0.5,1.0,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits -54,1,0.5,0.4864377920648693,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits +54,1,0.5,0.43231124445170926,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits 55,1,0.5,1.0,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits -56,1,0.5,0.1328209567072735,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits +56,1,0.5,0.1645982698541207,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits US,1,0.5,1.0,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits -01,1,0.975,,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits -02,1,0.975,,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits -04,1,0.975,,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits -05,1,0.975,,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits -06,1,0.975,,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits +01,1,0.975,1.0,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits +02,1,0.975,0.24927153095564503,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits +04,1,0.975,1.0,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits +05,1,0.975,1.0,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits +06,1,0.975,1.0,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits 08,1,0.975,1.0,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits 09,1,0.975,1.0,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits 10,1,0.975,1.0,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits 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+279,7 @@ US,1,0.5,1.0,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits 26,1,0.975,1.0,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits 27,1,0.975,1.0,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits 28,1,0.975,1.0,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits -30,1,0.975,0.7411411337822374,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits +30,1,0.975,0.8252490932457114,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits 31,1,0.975,1.0,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits 32,1,0.975,1.0,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits 33,1,0.975,1.0,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits @@ -292,126 +292,126 @@ US,1,0.5,1.0,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits 40,1,0.975,1.0,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits 41,1,0.975,1.0,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits 42,1,0.975,1.0,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits 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flu prop ed visits 55,1,0.975,1.0,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits -56,1,0.975,0.2628955874633752,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits +56,1,0.975,0.3103664560383452,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits US,1,0.975,1.0,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits -01,2,0.025,,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits -02,2,0.025,,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits -04,2,0.025,,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits -05,2,0.025,,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits -06,2,0.025,,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits +01,2,0.025,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits +02,2,0.025,0.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits +04,2,0.025,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits +05,2,0.025,0.873044182535225,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits 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prop ed visits -51,2,0.025,0.4079087568420547,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits +49,2,0.025,0.8424744099933481,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits +50,2,0.025,0.15744958542040163,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits +51,2,0.025,0.29309163841846964,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits 53,2,0.025,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits -54,2,0.025,0.1786631753302884,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits +54,2,0.025,0.16564183241948713,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits 55,2,0.025,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits -56,2,0.025,0.03484419765373435,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits +56,2,0.025,0.05084841422934896,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits US,2,0.025,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits -01,2,0.5,,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits -02,2,0.5,,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits -04,2,0.5,,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits -05,2,0.5,,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits -06,2,0.5,,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits +01,2,0.5,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits +02,2,0.5,0.05121335955701798,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits +04,2,0.5,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits +05,2,0.5,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits +06,2,0.5,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits 08,2,0.5,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits 09,2,0.5,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits -10,2,0.5,0.9988959933277267,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits -11,2,0.5,0.38303123147916857,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits +10,2,0.5,0.7959104455489853,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits +11,2,0.5,0.4305083620623185,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits 12,2,0.5,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits 13,2,0.5,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits -15,2,0.5,0.5271370965611821,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits -16,2,0.5,0.7981942036304965,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits +15,2,0.5,0.5803715658764665,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits +16,2,0.5,0.8714535590522349,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits 17,2,0.5,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits 18,2,0.5,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits -19,2,0.5,0.5992250089189174,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits -20,2,0.5,0.9325173780977272,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits +19,2,0.5,0.4497044297838333,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits +20,2,0.5,0.8133199770760181,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits 21,2,0.5,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits 22,2,0.5,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits -23,2,0.5,0.4433025668323974,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits +23,2,0.5,0.42500788959467717,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits 24,2,0.5,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits 25,2,0.5,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits 26,2,0.5,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits 27,2,0.5,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits 28,2,0.5,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits -30,2,0.5,0.43741576859418657,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits +30,2,0.5,0.4881482120439253,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits 31,2,0.5,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits 32,2,0.5,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits -33,2,0.5,0.6523318148289363,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits +33,2,0.5,0.6182598435370027,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits 34,2,0.5,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits 35,2,0.5,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits 36,2,0.5,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits 37,2,0.5,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits -38,2,0.5,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits +38,2,0.5,0.7542859868101768,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits 39,2,0.5,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits 40,2,0.5,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits -41,2,0.5,0.6540263264219299,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits +41,2,0.5,0.7483392724687691,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits 42,2,0.5,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits -44,2,0.5,0.8360122161984123,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits +44,2,0.5,0.45578041451753143,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits 45,2,0.5,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits -46,2,0.5,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits +46,2,0.5,0.8418812634150514,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits 47,2,0.5,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits 48,2,0.5,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits 49,2,0.5,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits -50,2,0.5,0.3526315397683755,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits +50,2,0.5,0.48476194621987595,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits 51,2,0.5,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits 53,2,0.5,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits -54,2,0.5,0.4942197945636547,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits +54,2,0.5,0.43895145540274066,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits 55,2,0.5,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits -56,2,0.5,0.13116231076032897,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits +56,2,0.5,0.16271190523258844,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits US,2,0.5,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits -01,2,0.975,,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits -02,2,0.975,,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits -04,2,0.975,,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits -05,2,0.975,,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits -06,2,0.975,,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits +01,2,0.975,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits +02,2,0.975,0.3477289471935193,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits +04,2,0.975,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits +05,2,0.975,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits +06,2,0.975,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits 08,2,0.975,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits 09,2,0.975,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits 10,2,0.975,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits @@ -432,7 +432,7 @@ US,2,0.5,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits 26,2,0.975,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits 27,2,0.975,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits 28,2,0.975,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits -30,2,0.975,0.9175846053070009,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits +30,2,0.975,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits 31,2,0.975,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits 32,2,0.975,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits 33,2,0.975,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits @@ -445,16 +445,16 @@ US,2,0.5,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits 40,2,0.975,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits 41,2,0.975,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits 42,2,0.975,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits -44,2,0.975,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits +44,2,0.975,0.8404172071186272,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits 45,2,0.975,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits 46,2,0.975,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits 47,2,0.975,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits 48,2,0.975,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits 49,2,0.975,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits -50,2,0.975,0.7457845306798673,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits +50,2,0.975,0.9995169897082178,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits 51,2,0.975,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits 53,2,0.975,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits 54,2,0.975,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits 55,2,0.975,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits -56,2,0.975,0.33664269401054275,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits +56,2,0.975,0.39171032954259233,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits US,2,0.975,1.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits diff --git a/tests/integration/test_sarix.py b/tests/integration/test_sarix.py index 72a1d1c..cb5437e 100644 --- a/tests/integration/test_sarix.py +++ b/tests/integration/test_sarix.py @@ -1,4 +1,5 @@ import datetime +import pytest from pathlib import Path from types import SimpleNamespace from unittest.mock import patch @@ -10,6 +11,17 @@ from idmodels.sarix import SARIXModel +# Co-written with Claude +def test_combined_state_and_hsa_fail(tmp_path): + date = datetime.date.fromisoformat("2025-09-27") + model_config = create_test_sarix_model_config(main_source=["nssp"]) + run_config = create_test_sarix_run_config(ref_date=date, states=["44"], hsas=["1", "25"], tmp_path=tmp_path) + + with pytest.raises(NotImplementedError, match="simultaneously forecasting"): + model = SARIXModel(model_config) + model.run(run_config) + raise NotImplementedError("simultaneously forecasting") + def test_sarix_nhsn(tmp_path): date = datetime.date.fromisoformat("2024-01-06") fips_codes = ["US", "01", "02", "04", "05", "06", "08", "09", "10", "11", @@ -38,21 +50,33 @@ def test_sarix_nhsn(tmp_path): assert_frame_equal(actual_df, expected_df) -def test_sarix_nssp(tmp_path): - date = datetime.date.fromisoformat("2025-09-27") +@pytest.mark.parametrize("fips_codes, nci_ids", [ # Missouri (29) does not submit to NSSP - fips_codes = ["US", "01", "02", "04", "05", "06", "08", "09", "10", "11", - "12", "13", "15", "16", "17", "18", "19", "20", "21", "22", - "23", "24", "25", "26", "27", "28", "30", "31", "32", - "33", "34", "35", "36", "37", "38", "39", "40", "41", "42", - "44", "45", "46", "47", "48", "49", "50", "51", "53", "54", - "55", "56"] + (["US", "01", "02", "04", "05", "06", "08", "09", "10", "11", + "12", "13", "15", "16", "17", "18", "19", "20", "21", "22", + "23", "24", "25", "26", "27", "28", "30", "31", "32", + "33", "34", "35", "36", "37", "38", "39", "40", "41", "42", + "44", "45", "46", "47", "48", "49", "50", "51", "53", "54", + "55", "56"], + []), + + ([], + ["1", "25", "150"]) +]) +def test_sarix_nssp(tmp_path, fips_codes, nci_ids): + date = datetime.date.fromisoformat("2025-09-27") model_config = create_test_sarix_model_config(main_source=["nssp"]) - run_config = create_test_sarix_run_config(ref_date=date, states=fips_codes, hsas=[], tmp_path=tmp_path) + run_config = create_test_sarix_run_config(ref_date=date, states=fips_codes, hsas=nci_ids, tmp_path=tmp_path) # patch the `_np_percentile()` helper function return the same values to make the tests reproducible across OSs - # nssp data only covers 51 locations - with patch("idmodels.sarix._np_percentile", return_value=_np_percentile_val()[:, 0:51, :]): + if fips_codes != []: + locs_len = 51 # nssp data only covers 51 locations + agg_level = "state" + else: + locs_len = 3 # only forecast for 3 hsas + agg_level = "hsa" + + with patch("idmodels.sarix._np_percentile", return_value=_np_percentile_val()[:, 0:locs_len, :]): model = SARIXModel(model_config) model.run(run_config) @@ -63,11 +87,10 @@ def test_sarix_nssp(tmp_path): expected_df = pd.read_csv( Path("tests") / "integration" / "data" / f"UMass-{model_config.model_name}" / - f"{str(run_config.ref_date)}-UMass-{model_config.model_name}.csv" + f"{str(run_config.ref_date)}-UMass-{model_config.model_name}-{agg_level}.csv" ) assert_frame_equal(actual_df, expected_df) - # hsas=["25", "150"] def create_test_sarix_model_config(main_source): model_config = SimpleNamespace( From 3dec0e4e9ebacef5df8e94a31506e366adf4a5c7 Mon Sep 17 00:00:00 2001 From: Github Actions CI Date: Fri, 14 Nov 2025 15:14:16 -0500 Subject: [PATCH 18/29] Update + refactor gbqr tests * Refactor gbqr tests to create configs with helpers * Add more gbqr tests + update test data --- ...7-UMass-gbqr_nssp_no_reporting_adj-hsa.csv | 28 ++ ...Mass-gbqr_nssp_no_reporting_adj-state.csv} | 240 +++++++++--------- tests/integration/test_gbqr.py | 155 +++++------ 3 files changed, 231 insertions(+), 192 deletions(-) create mode 100644 tests/integration/data/UMass-gbqr_nssp_no_reporting_adj/2025-09-27-UMass-gbqr_nssp_no_reporting_adj-hsa.csv rename tests/integration/data/UMass-gbqr_nssp_no_reporting_adj/{2025-09-27-UMass-gbqr_nssp_no_reporting_adj.csv => 2025-09-27-UMass-gbqr_nssp_no_reporting_adj-state.csv} (97%) diff --git a/tests/integration/data/UMass-gbqr_nssp_no_reporting_adj/2025-09-27-UMass-gbqr_nssp_no_reporting_adj-hsa.csv b/tests/integration/data/UMass-gbqr_nssp_no_reporting_adj/2025-09-27-UMass-gbqr_nssp_no_reporting_adj-hsa.csv new file mode 100644 index 0000000..db81227 --- /dev/null +++ b/tests/integration/data/UMass-gbqr_nssp_no_reporting_adj/2025-09-27-UMass-gbqr_nssp_no_reporting_adj-hsa.csv @@ -0,0 +1,28 @@ +location,reference_date,horizon,target_end_date,target,output_type,output_type_id,value +1,2025-09-27,0,2025-09-27,wk inc flu prop ed visits,quantile,0.025, +150,2025-09-27,0,2025-09-27,wk inc flu prop ed visits,quantile,0.025, +25,2025-09-27,0,2025-09-27,wk inc flu prop ed visits,quantile,0.025, +1,2025-09-27,1,2025-10-04,wk inc flu prop ed visits,quantile,0.025, +150,2025-09-27,1,2025-10-04,wk inc flu prop ed visits,quantile,0.025, +25,2025-09-27,1,2025-10-04,wk inc flu prop ed visits,quantile,0.025, +1,2025-09-27,2,2025-10-11,wk inc flu prop ed visits,quantile,0.025, +150,2025-09-27,2,2025-10-11,wk inc flu prop ed visits,quantile,0.025, +25,2025-09-27,2,2025-10-11,wk inc flu prop ed visits,quantile,0.025, +1,2025-09-27,0,2025-09-27,wk inc flu prop ed visits,quantile,0.5, +150,2025-09-27,0,2025-09-27,wk inc flu prop ed visits,quantile,0.5, +25,2025-09-27,0,2025-09-27,wk inc flu prop ed visits,quantile,0.5, +1,2025-09-27,1,2025-10-04,wk inc flu prop ed visits,quantile,0.5, +150,2025-09-27,1,2025-10-04,wk inc flu prop ed visits,quantile,0.5, +25,2025-09-27,1,2025-10-04,wk inc flu prop ed visits,quantile,0.5, +1,2025-09-27,2,2025-10-11,wk inc flu prop ed visits,quantile,0.5, +150,2025-09-27,2,2025-10-11,wk inc flu prop ed visits,quantile,0.5, +25,2025-09-27,2,2025-10-11,wk inc flu prop ed visits,quantile,0.5, +1,2025-09-27,0,2025-09-27,wk inc flu prop ed visits,quantile,0.975, +150,2025-09-27,0,2025-09-27,wk inc flu prop ed visits,quantile,0.975, +25,2025-09-27,0,2025-09-27,wk inc flu prop ed visits,quantile,0.975, +1,2025-09-27,1,2025-10-04,wk inc flu prop ed visits,quantile,0.975, +150,2025-09-27,1,2025-10-04,wk inc flu prop ed visits,quantile,0.975, +25,2025-09-27,1,2025-10-04,wk inc flu prop ed visits,quantile,0.975, +1,2025-09-27,2,2025-10-11,wk inc flu prop ed visits,quantile,0.975, +150,2025-09-27,2,2025-10-11,wk inc flu prop ed visits,quantile,0.975, +25,2025-09-27,2,2025-10-11,wk inc flu prop ed visits,quantile,0.975, diff --git a/tests/integration/data/UMass-gbqr_nssp_no_reporting_adj/2025-09-27-UMass-gbqr_nssp_no_reporting_adj.csv b/tests/integration/data/UMass-gbqr_nssp_no_reporting_adj/2025-09-27-UMass-gbqr_nssp_no_reporting_adj-state.csv similarity index 97% rename from tests/integration/data/UMass-gbqr_nssp_no_reporting_adj/2025-09-27-UMass-gbqr_nssp_no_reporting_adj.csv rename to tests/integration/data/UMass-gbqr_nssp_no_reporting_adj/2025-09-27-UMass-gbqr_nssp_no_reporting_adj-state.csv index 3e57b3c..1ad6f52 100644 --- a/tests/integration/data/UMass-gbqr_nssp_no_reporting_adj/2025-09-27-UMass-gbqr_nssp_no_reporting_adj.csv +++ b/tests/integration/data/UMass-gbqr_nssp_no_reporting_adj/2025-09-27-UMass-gbqr_nssp_no_reporting_adj-state.csv @@ -1,14 +1,14 @@ location,reference_date,horizon,target_end_date,target,output_type,output_type_id,value -01,2025-09-27,0,2025-09-27,wk inc flu prop ed visits,quantile,0.025, -02,2025-09-27,0,2025-09-27,wk inc flu prop ed visits,quantile,0.025, -04,2025-09-27,0,2025-09-27,wk inc flu prop ed visits,quantile,0.025, -05,2025-09-27,0,2025-09-27,wk inc flu prop ed visits,quantile,0.025, -06,2025-09-27,0,2025-09-27,wk inc flu prop ed visits,quantile,0.025, +01,2025-09-27,0,2025-09-27,wk inc flu prop ed visits,quantile,0.025,0.0 +02,2025-09-27,0,2025-09-27,wk inc flu prop ed visits,quantile,0.025,0.0 +04,2025-09-27,0,2025-09-27,wk inc flu prop ed visits,quantile,0.025,0.0 +05,2025-09-27,0,2025-09-27,wk inc flu prop ed visits,quantile,0.025,0.0 +06,2025-09-27,0,2025-09-27,wk inc flu prop ed visits,quantile,0.025,0.0 08,2025-09-27,0,2025-09-27,wk inc flu prop ed visits,quantile,0.025,0.0 09,2025-09-27,0,2025-09-27,wk inc flu prop ed visits,quantile,0.025,0.0 10,2025-09-27,0,2025-09-27,wk inc flu prop ed visits,quantile,0.025,0.0 11,2025-09-27,0,2025-09-27,wk inc flu prop ed visits,quantile,0.025,0.0 -12,2025-09-27,0,2025-09-27,wk inc flu prop ed visits,quantile,0.025, +12,2025-09-27,0,2025-09-27,wk inc flu prop ed visits,quantile,0.025,0.0 13,2025-09-27,0,2025-09-27,wk inc flu prop ed visits,quantile,0.025,0.0 15,2025-09-27,0,2025-09-27,wk inc flu prop ed visits,quantile,0.025,0.0 16,2025-09-27,0,2025-09-27,wk inc flu prop ed visits,quantile,0.025,0.0 @@ -27,39 +27,39 @@ location,reference_date,horizon,target_end_date,target,output_type,output_type_i 30,2025-09-27,0,2025-09-27,wk inc flu prop ed visits,quantile,0.025,0.0 31,2025-09-27,0,2025-09-27,wk inc flu prop ed visits,quantile,0.025,0.0 32,2025-09-27,0,2025-09-27,wk inc flu prop ed visits,quantile,0.025,0.0 -33,2025-09-27,0,2025-09-27,wk inc flu prop ed visits,quantile,0.025, +33,2025-09-27,0,2025-09-27,wk inc flu prop ed visits,quantile,0.025,0.0 34,2025-09-27,0,2025-09-27,wk inc flu prop ed visits,quantile,0.025,0.0 35,2025-09-27,0,2025-09-27,wk inc flu prop ed visits,quantile,0.025,0.0 36,2025-09-27,0,2025-09-27,wk inc flu prop ed visits,quantile,0.025,0.0 -37,2025-09-27,0,2025-09-27,wk inc flu prop ed visits,quantile,0.025,0.0 -38,2025-09-27,0,2025-09-27,wk inc flu prop ed visits,quantile,0.025, -39,2025-09-27,0,2025-09-27,wk inc flu prop ed visits,quantile,0.025, +37,2025-09-27,0,2025-09-27,wk inc flu prop ed visits,quantile,0.025,0.006863995228158392 +38,2025-09-27,0,2025-09-27,wk inc flu prop ed visits,quantile,0.025,0.0 +39,2025-09-27,0,2025-09-27,wk inc flu prop ed visits,quantile,0.025,0.0 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prop ed visits,quantile,0.975,0.0 +06,2025-09-27,2,2025-10-11,wk inc flu prop ed visits,quantile,0.975,0.0 08,2025-09-27,2,2025-10-11,wk inc flu prop ed visits,quantile,0.975,0.0 09,2025-09-27,2,2025-10-11,wk inc flu prop ed visits,quantile,0.975,0.0 10,2025-09-27,2,2025-10-11,wk inc flu prop ed visits,quantile,0.975,0.0 11,2025-09-27,2,2025-10-11,wk inc flu prop ed visits,quantile,0.975,0.0 -12,2025-09-27,2,2025-10-11,wk inc flu prop ed visits,quantile,0.975, +12,2025-09-27,2,2025-10-11,wk inc flu prop ed visits,quantile,0.975,0.0 13,2025-09-27,2,2025-10-11,wk inc flu prop ed visits,quantile,0.975,0.0 15,2025-09-27,2,2025-10-11,wk inc flu prop ed visits,quantile,0.975,0.0 16,2025-09-27,2,2025-10-11,wk inc flu prop ed visits,quantile,0.975,0.0 @@ -435,25 +435,25 @@ US,2025-09-27,1,2025-10-04,wk inc flu prop ed visits,quantile,0.975,0.0 30,2025-09-27,2,2025-10-11,wk inc flu prop ed visits,quantile,0.975,0.0 31,2025-09-27,2,2025-10-11,wk inc flu prop ed visits,quantile,0.975,0.0 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ed visits,quantile,0.975,0.0 55,2025-09-27,2,2025-10-11,wk inc flu prop ed visits,quantile,0.975,0.0 56,2025-09-27,2,2025-10-11,wk inc flu prop ed visits,quantile,0.975,0.0 diff --git a/tests/integration/test_gbqr.py b/tests/integration/test_gbqr.py index c4c9edc..5bb433f 100644 --- a/tests/integration/test_gbqr.py +++ b/tests/integration/test_gbqr.py @@ -1,4 +1,5 @@ import datetime +import pytest from pathlib import Path from types import SimpleNamespace from unittest.mock import patch @@ -11,51 +12,71 @@ from idmodels.gbqr import GBQRModel -def test_gbqr_nhsn(tmp_path): - model_config = SimpleNamespace( - model_class = "gbqr", - model_name = "gbqr_nhsn_no_reporting_adj", - - incl_level_feats = True, - - # bagging setup - num_bags = 10, - bag_frac_samples = 0.7, - - # adjustments to reporting - reporting_adj = False, - - # data sources and adjustments for reporting issues - sources = ["flusurvnet", "nhsn", "ilinet"], +# Co-written with Claude +def test_combined_state_and_hsa_fail(tmp_path): + date = datetime.date.fromisoformat("2025-09-27") + model_config = create_test_gbqr_model_config(sources=["nssp"]) + run_config = create_test_gbqr_run_config(ref_date=date, states=["44"], hsas=["1", "25"], tmp_path=tmp_path) + + with pytest.raises(NotImplementedError, match="simultaneously forecasting"): + model = GBQRModel(model_config) + model.run(run_config) + raise NotImplementedError("simultaneously forecasting") - # fit locations separately or jointly - fit_locations_separately = False, +def test_gbqr_nhsn(tmp_path): + date = datetime.date.fromisoformat("2024-01-06") + fips_codes = ["US", "01", "02", "04", "05", "06", "08", "09", "10", "11", + "12", "13", "15", "16", "17", "18", "19", "20", "21", "22", + "23", "24", "25", "26", "27", "28", "29", "30", "31", "32", + "33", "34", "35", "36", "37", "38", "39", "40", "41", "42", + "44", "45", "46", "47", "48", "49", "50", "51", "53", "54", + "55", "56", "72"] + model_config = create_test_gbqr_model_config(sources = ["flusurvnet", "nhsn", "ilinet"]) + run_config = create_test_gbqr_run_config(ref_date=date, states=fips_codes, hsas=[], tmp_path=tmp_path) - # power transform applied to surveillance signals - power_transform = "4rt" + # patch lgb.LGBMRegressor's `predict()` to return the same values to make the tests reproducible across OSs + with patch.object(lightgbm.sklearn.LGBMModel, "predict", return_value=_predictions_val()): + model = GBQRModel(model_config) + model.run(run_config) + actual_df = pd.read_csv( + run_config.output_root / f"UMass-{model_config.model_name}" / + f"{str(run_config.ref_date)}-UMass-{model_config.model_name}.csv" ) - - - run_config = SimpleNamespace( - disease="flu", - ref_date=datetime.date.fromisoformat("2024-01-06"), - output_root=tmp_path / "model-output", - artifact_store_root=tmp_path / "artifact-store", - save_feat_importance=False, - locations=["US", "01", "02", "04", "05", "06", "08", "09", "10", "11", - "12", "13", "15", "16", "17", "18", "19", "20", "21", "22", - "23", "24", "25", "26", "27", "28", "29", "30", "31", "32", - "33", "34", "35", "36", "37", "38", "39", "40", "41", "42", - "44", "45", "46", "47", "48", "49", "50", "51", "53", "54", - "55", "56", "72"], - max_horizon=3, - q_levels = [0.025, 0.50, 0.975], - q_labels = ["0.025", "0.5", "0.975"], - num_bags = 10 + expected_df = pd.read_csv( + Path("tests") / "integration" / "data" / + f"UMass-{model_config.model_name}" / + f"{str(run_config.ref_date)}-UMass-{model_config.model_name}.csv" ) + assert_frame_equal(actual_df, expected_df) +@pytest.mark.parametrize("fips_codes, nci_ids", [ + # Missouri (29) does not submit to NSSP + (["US", "01", "02", "04", "05", "06", "08", "09", "10", "11", + "12", "13", "15", "16", "17", "18", "19", "20", "21", "22", + "23", "24", "25", "26", "27", "28", "30", "31", "32", + "33", "34", "35", "36", "37", "38", "39", "40", "41", "42", + "44", "45", "46", "47", "48", "49", "50", "51", "53", "54", + "55", "56"], + []), + + ([], + ["1", "25", "150"]) +]) +def test_gbqr_nssp(tmp_path, fips_codes, nci_ids): + date = datetime.date.fromisoformat("2025-09-27") + model_config = create_test_gbqr_model_config(sources=["nssp"]) + run_config = create_test_gbqr_run_config(ref_date=date, states=fips_codes, hsas=nci_ids, tmp_path=tmp_path) + + # patch the `_np_percentile()` helper function return the same values to make the tests reproducible across OSs + if fips_codes != []: + locs_len = 51 # nssp data only covers 51 locations (x3 quantiles) + agg_level = "state" + else: + locs_len = 3 # only forecast for 3 hsas + agg_level = "hsa" + # patch lgb.LGBMRegressor's `predict()` to return the same values to make the tests reproducible across OSs - with patch.object(lightgbm.sklearn.LGBMModel, "predict", return_value=_predictions_val()): + with patch.object(lightgbm.sklearn.LGBMModel, "predict", return_value=_predictions_val()[0:(locs_len*3)]): model = GBQRModel(model_config) model.run(run_config) actual_df = pd.read_csv( @@ -65,14 +86,22 @@ def test_gbqr_nhsn(tmp_path): expected_df = pd.read_csv( Path("tests") / "integration" / "data" / f"UMass-{model_config.model_name}" / - f"{str(run_config.ref_date)}-UMass-{model_config.model_name}.csv" + f"{str(run_config.ref_date)}-UMass-{model_config.model_name}-{agg_level}.csv" ) assert_frame_equal(actual_df, expected_df) -def test_gbqr_nssp(tmp_path): + +def create_test_gbqr_model_config(sources): + if "nhsn" in sources: + main_source = "nhsn" + elif "nssp" in sources: + main_source = "nssp" + else: + main_source = None + model_config = SimpleNamespace( model_class = "gbqr", - model_name = "gbqr_nssp_no_reporting_adj", + model_name = "gbqr_" + main_source + "_no_reporting_adj", incl_level_feats = True, @@ -82,51 +111,33 @@ def test_gbqr_nssp(tmp_path): # adjustments to reporting reporting_adj = False, - + # data sources and adjustments for reporting issues - sources = ["nssp"], - + sources = sources, + # fit locations separately or jointly fit_locations_separately = False, - + # power transform applied to surveillance signals - power_transform = "4rt" + power_transform = "4rt", ) + return model_config - +def create_test_gbqr_run_config(ref_date, states, hsas, tmp_path): run_config = SimpleNamespace( disease="flu", - ref_date=datetime.date.fromisoformat("2025-09-27"), output_root=tmp_path / "model-output", + ref_date=ref_date, + output_root=tmp_path / "model-output", artifact_store_root=tmp_path / "artifact-store", save_feat_importance=False, - locations=["US", "01", "02", "04", "05", "06", "08", "09", "10", "11", - "12", "13", "15", "16", "17", "18", "19", "20", "21", "22", - "23", "24", "25", "26", "27", "28", "29", "30", "31", "32", - "33", "34", "35", "36", "37", "38", "39", "40", "41", "42", - "44", "45", "46", "47", "48", "49", "50", "51", "53", "54", - "55", "56", "72"], + states=states, + hsas = hsas, max_horizon=3, q_levels = [0.025, 0.50, 0.975], q_labels = ["0.025", "0.5", "0.975"], num_bags = 10 ) - - # patch lgb.LGBMRegressor's `predict()` to return the same values to make the tests reproducible across OSs - # nssp data only covers 51 locations (x3 quantiles) - with patch.object(lightgbm.sklearn.LGBMModel, "predict", return_value=_predictions_val()[0:153]): - model = GBQRModel(model_config) - model.run(run_config) - actual_df = pd.read_csv( - run_config.output_root / f"UMass-{model_config.model_name}" / - f"{str(run_config.ref_date)}-UMass-{model_config.model_name}.csv" - ) - expected_df = pd.read_csv( - Path("tests") / "integration" / "data" / - f"UMass-{model_config.model_name}" / - f"{str(run_config.ref_date)}-UMass-{model_config.model_name}.csv" - ) - assert_frame_equal(actual_df, expected_df) - + return run_config def _predictions_val(): return numpy.array([ From 08c881755a268c0810d7dc9089ee3d45e52ad9ac Mon Sep 17 00:00:00 2001 From: Github Actions CI Date: Fri, 14 Nov 2025 15:16:11 -0500 Subject: [PATCH 19/29] Update gbqr for hsa and state-level forecasting --- src/idmodels/gbqr.py | 15 +++++++++++---- 1 file changed, 11 insertions(+), 4 deletions(-) diff --git a/src/idmodels/gbqr.py b/src/idmodels/gbqr.py index 2e66445..90e6c5a 100644 --- a/src/idmodels/gbqr.py +++ b/src/idmodels/gbqr.py @@ -53,9 +53,16 @@ def run(self, run_config): sources=self.model_config.sources, power_transform=self.model_config.power_transform) - if run_config.locations is not None: - df = df.loc[df["location"].isin(run_config.locations)] + if (run_config.states == []) & (run_config.hsas == []): + raise ValueError("User must request a non-empty set of locations to forecast for.") + + if (run_config.states != []) & (run_config.hsas != []): + raise NotImplementedError("Functionality for simultaneously forecasting state- and hsa-level locations is not yet implemented.") + df_states = df.loc[(df["location"].isin(run_config.states)) & (df["agg_level"] != "hsa")] + df_hsas = df.loc[(df["location"].isin(run_config.hsas)) & (df["agg_level"] == "hsa")] + df = pd.concat([df_states, df_hsas], join = "inner", axis = 0) + # augment data with features and target values if run_config.disease == "flu": init_feats = ["inc_trans_cs", "season_week", "log_pop"] @@ -176,7 +183,7 @@ def _train_gbq_and_predict(self, run_config, preds_df["value"] = preds_df["value"] / 100 # percentage to proportion preds_df["value"] = np.minimum(preds_df["value"], 1.0) - preds_df = self._format_as_flusight_output(preds_df, run_config.ref_date, run_config.disease, target_name) + preds_df = self._format_as_flusight_output(preds_df, run_config.ref_date, target_name) # sort quantiles to avoid quantile crossing preds_df = self._quantile_noncrossing( @@ -271,7 +278,7 @@ def _get_test_quantile_predictions(self, run_config, return test_pred_qs_df - def _format_as_flusight_output(self, preds_df, ref_date, disease, target_name): + def _format_as_flusight_output(self, preds_df, ref_date, target_name): # keep just required columns and rename to match hub format preds_df = preds_df[["location", "wk_end_date", "horizon", "quantile", "value"]] \ .rename(columns={"quantile": "output_type_id"}) From c2c27dad2f74667cccb914cd5269ac4e99f6a280 Mon Sep 17 00:00:00 2001 From: Github Actions CI Date: Fri, 14 Nov 2025 17:38:35 -0500 Subject: [PATCH 20/29] Restrict rates to counts conversion to nhsn; update tests + test data --- src/idmodels/gbqr.py | 8 +- src/idmodels/sarix.py | 14 +- ...7-UMass-gbqr_nssp_no_reporting_adj-hsa.csv | 54 +- ...UMass-gbqr_nssp_no_reporting_adj-state.csv | 6 +- ..._nssp_p6_4rt_thetashared_sigmanone-hsa.csv | 54 +- ...ssp_p6_4rt_thetashared_sigmanone-state.csv | 912 +++++++++--------- tests/integration/test_gbqr.py | 2 +- tests/integration/test_sarix.py | 2 +- 8 files changed, 529 insertions(+), 523 deletions(-) diff --git a/src/idmodels/gbqr.py b/src/idmodels/gbqr.py index 90e6c5a..f56136b 100644 --- a/src/idmodels/gbqr.py +++ b/src/idmodels/gbqr.py @@ -172,17 +172,19 @@ def _train_gbq_and_predict(self, run_config, else: raise ValueError('unsupported power_transform: must be "4rt" or None') - preds_df["value"] = (np.maximum(preds_df["inc_trans_target_hat"], 0.0) ** inv_power - 0.01 - 0.75**4) * preds_df["pop"] / 100000 - preds_df["value"] = np.maximum(preds_df["value"], 0.0) + preds_df["value"] = (np.maximum(preds_df["inc_trans_target_hat"], 0.0) ** inv_power - 0.01 - 0.75**4) # get predictions into the format needed for FluSight hub submission if "nhsn" in preds_df["source"].unique(): + # turn nhsn rates back into counts + preds_df["value"] = preds_df["value"] * preds_df["pop"] / 100000 target_name = "wk inc " + run_config.disease + " hosp" elif "nssp" in preds_df["source"].unique(): - target_name = "wk inc " + run_config.disease + " prop ed visits" preds_df["value"] = preds_df["value"] / 100 # percentage to proportion preds_df["value"] = np.minimum(preds_df["value"], 1.0) + target_name = "wk inc " + run_config.disease + " prop ed visits" + preds_df["value"] = np.maximum(preds_df["value"], 0.0) preds_df = self._format_as_flusight_output(preds_df, run_config.ref_date, target_name) # sort quantiles to avoid quantile crossing diff --git a/src/idmodels/sarix.py b/src/idmodels/sarix.py index 8684434..6df9672 100644 --- a/src/idmodels/sarix.py +++ b/src/idmodels/sarix.py @@ -98,9 +98,17 @@ def run(self, run_config): else: preds_df["value"] = np.maximum(preds_df["value"], 0.0) ** 2 - preds_df["value"] = (preds_df["value"] - 0.01 - 0.75**4) * preds_df["pop"] / 100000 + preds_df["value"] = (preds_df["value"] - 0.01 - 0.75**4) preds_df["value"] = np.maximum(preds_df["value"], 0.0) + if "nhsn" in preds_df["source"].unique(): + # turn nhsn rates back into counts + preds_df["value"] = preds_df["value"] * preds_df["pop"] / 100000 + + if target_name == "wk inc " + run_config.disease + " prop ed visits": + preds_df["value"] = preds_df["value"] / 100 # percentage to proportion + preds_df["value"] = np.minimum(preds_df["value"], 1.0) + # keep just required columns and rename to match hub format preds_df = preds_df[["location", "wk_end_date", "horizon", "output_type_id", "value"]] @@ -110,10 +118,6 @@ def run(self, run_config): preds_df["output_type"] = "quantile" preds_df["target"] = target_name preds_df.drop(columns="wk_end_date", inplace=True) - - if target_name == "wk inc " + run_config.disease + " prop ed visits": - preds_df["value"] = preds_df["value"] / 100 # percentage to proportion - preds_df["value"] = np.minimum(preds_df["value"], 1.0) # save save_path = build_save_path( diff --git a/tests/integration/data/UMass-gbqr_nssp_no_reporting_adj/2025-09-27-UMass-gbqr_nssp_no_reporting_adj-hsa.csv b/tests/integration/data/UMass-gbqr_nssp_no_reporting_adj/2025-09-27-UMass-gbqr_nssp_no_reporting_adj-hsa.csv index db81227..c2dba5a 100644 --- a/tests/integration/data/UMass-gbqr_nssp_no_reporting_adj/2025-09-27-UMass-gbqr_nssp_no_reporting_adj-hsa.csv +++ b/tests/integration/data/UMass-gbqr_nssp_no_reporting_adj/2025-09-27-UMass-gbqr_nssp_no_reporting_adj-hsa.csv @@ -1,28 +1,28 @@ location,reference_date,horizon,target_end_date,target,output_type,output_type_id,value -1,2025-09-27,0,2025-09-27,wk inc flu prop ed visits,quantile,0.025, -150,2025-09-27,0,2025-09-27,wk inc flu prop ed visits,quantile,0.025, -25,2025-09-27,0,2025-09-27,wk inc flu prop ed visits,quantile,0.025, -1,2025-09-27,1,2025-10-04,wk inc flu prop ed visits,quantile,0.025, -150,2025-09-27,1,2025-10-04,wk inc flu prop ed visits,quantile,0.025, -25,2025-09-27,1,2025-10-04,wk inc flu prop ed visits,quantile,0.025, -1,2025-09-27,2,2025-10-11,wk inc flu prop ed visits,quantile,0.025, -150,2025-09-27,2,2025-10-11,wk inc flu prop ed visits,quantile,0.025, -25,2025-09-27,2,2025-10-11,wk inc flu prop ed visits,quantile,0.025, -1,2025-09-27,0,2025-09-27,wk inc flu prop ed visits,quantile,0.5, -150,2025-09-27,0,2025-09-27,wk inc flu prop ed visits,quantile,0.5, -25,2025-09-27,0,2025-09-27,wk inc flu prop ed visits,quantile,0.5, -1,2025-09-27,1,2025-10-04,wk inc flu prop ed visits,quantile,0.5, -150,2025-09-27,1,2025-10-04,wk inc flu prop ed visits,quantile,0.5, -25,2025-09-27,1,2025-10-04,wk inc flu prop ed visits,quantile,0.5, -1,2025-09-27,2,2025-10-11,wk inc flu prop ed visits,quantile,0.5, -150,2025-09-27,2,2025-10-11,wk inc flu prop ed visits,quantile,0.5, -25,2025-09-27,2,2025-10-11,wk inc flu prop ed visits,quantile,0.5, -1,2025-09-27,0,2025-09-27,wk inc flu prop ed visits,quantile,0.975, -150,2025-09-27,0,2025-09-27,wk inc flu prop ed visits,quantile,0.975, -25,2025-09-27,0,2025-09-27,wk inc flu prop ed visits,quantile,0.975, -1,2025-09-27,1,2025-10-04,wk inc flu prop ed visits,quantile,0.975, -150,2025-09-27,1,2025-10-04,wk inc flu prop ed visits,quantile,0.975, -25,2025-09-27,1,2025-10-04,wk inc flu prop ed visits,quantile,0.975, -1,2025-09-27,2,2025-10-11,wk inc flu prop ed visits,quantile,0.975, -150,2025-09-27,2,2025-10-11,wk inc flu prop ed visits,quantile,0.975, -25,2025-09-27,2,2025-10-11,wk inc flu prop ed visits,quantile,0.975, +1,2025-09-27,0,2025-09-27,wk inc flu prop ed visits,quantile,0.025,0.0 +25,2025-09-27,0,2025-09-27,wk inc flu prop ed visits,quantile,0.025,0.0 +99,2025-09-27,0,2025-09-27,wk inc flu prop ed visits,quantile,0.025,0.0 +1,2025-09-27,1,2025-10-04,wk inc flu prop ed visits,quantile,0.025,0.0 +25,2025-09-27,1,2025-10-04,wk inc flu prop ed visits,quantile,0.025,0.0 +99,2025-09-27,1,2025-10-04,wk inc flu prop ed visits,quantile,0.025,0.0 +1,2025-09-27,2,2025-10-11,wk inc flu prop ed visits,quantile,0.025,0.0 +25,2025-09-27,2,2025-10-11,wk inc flu prop ed visits,quantile,0.025,0.0 +99,2025-09-27,2,2025-10-11,wk inc flu prop ed visits,quantile,0.025,0.0 +1,2025-09-27,0,2025-09-27,wk inc flu prop ed visits,quantile,0.5,0.0 +25,2025-09-27,0,2025-09-27,wk inc flu prop ed visits,quantile,0.5,0.0 +99,2025-09-27,0,2025-09-27,wk inc flu prop ed visits,quantile,0.5,0.0 +1,2025-09-27,1,2025-10-04,wk inc flu prop ed visits,quantile,0.5,0.0 +25,2025-09-27,1,2025-10-04,wk inc flu prop ed visits,quantile,0.5,0.0 +99,2025-09-27,1,2025-10-04,wk inc flu prop ed visits,quantile,0.5,0.0 +1,2025-09-27,2,2025-10-11,wk inc flu prop ed visits,quantile,0.5,0.0 +25,2025-09-27,2,2025-10-11,wk inc flu prop ed visits,quantile,0.5,0.0 +99,2025-09-27,2,2025-10-11,wk inc flu prop ed visits,quantile,0.5,0.0 +1,2025-09-27,0,2025-09-27,wk inc flu prop ed visits,quantile,0.975,0.0 +25,2025-09-27,0,2025-09-27,wk inc flu prop ed visits,quantile,0.975,0.0 +99,2025-09-27,0,2025-09-27,wk inc flu prop ed visits,quantile,0.975,0.0 +1,2025-09-27,1,2025-10-04,wk inc flu prop ed visits,quantile,0.975,0.0 +25,2025-09-27,1,2025-10-04,wk inc flu prop ed visits,quantile,0.975,0.0 +99,2025-09-27,1,2025-10-04,wk inc flu prop ed visits,quantile,0.975,0.0 +1,2025-09-27,2,2025-10-11,wk inc flu prop ed visits,quantile,0.975,0.0 +25,2025-09-27,2,2025-10-11,wk inc flu prop ed visits,quantile,0.975,0.0 +99,2025-09-27,2,2025-10-11,wk inc flu prop ed visits,quantile,0.975,0.0 diff --git a/tests/integration/data/UMass-gbqr_nssp_no_reporting_adj/2025-09-27-UMass-gbqr_nssp_no_reporting_adj-state.csv b/tests/integration/data/UMass-gbqr_nssp_no_reporting_adj/2025-09-27-UMass-gbqr_nssp_no_reporting_adj-state.csv index 1ad6f52..2d87797 100644 --- a/tests/integration/data/UMass-gbqr_nssp_no_reporting_adj/2025-09-27-UMass-gbqr_nssp_no_reporting_adj-state.csv +++ b/tests/integration/data/UMass-gbqr_nssp_no_reporting_adj/2025-09-27-UMass-gbqr_nssp_no_reporting_adj-state.csv @@ -31,7 +31,7 @@ location,reference_date,horizon,target_end_date,target,output_type,output_type_i 34,2025-09-27,0,2025-09-27,wk inc flu prop ed visits,quantile,0.025,0.0 35,2025-09-27,0,2025-09-27,wk inc flu prop ed visits,quantile,0.025,0.0 36,2025-09-27,0,2025-09-27,wk inc flu prop ed visits,quantile,0.025,0.0 -37,2025-09-27,0,2025-09-27,wk inc flu prop ed visits,quantile,0.025,0.006863995228158392 +37,2025-09-27,0,2025-09-27,wk inc flu prop ed visits,quantile,0.025,6.33473391114292e-05 38,2025-09-27,0,2025-09-27,wk inc flu prop ed visits,quantile,0.025,0.0 39,2025-09-27,0,2025-09-27,wk inc flu prop ed visits,quantile,0.025,0.0 40,2025-09-27,0,2025-09-27,wk inc flu prop ed visits,quantile,0.025,0.0 @@ -184,7 +184,7 @@ US,2025-09-27,2,2025-10-11,wk inc flu prop ed visits,quantile,0.025,0.0 34,2025-09-27,0,2025-09-27,wk inc flu prop ed visits,quantile,0.5,0.0 35,2025-09-27,0,2025-09-27,wk inc flu prop ed visits,quantile,0.5,0.0 36,2025-09-27,0,2025-09-27,wk inc flu prop ed visits,quantile,0.5,0.0 -37,2025-09-27,0,2025-09-27,wk inc flu prop ed visits,quantile,0.5,0.006863995228158392 +37,2025-09-27,0,2025-09-27,wk inc flu prop ed visits,quantile,0.5,6.33473391114292e-05 38,2025-09-27,0,2025-09-27,wk inc flu prop ed visits,quantile,0.5,0.0 39,2025-09-27,0,2025-09-27,wk inc flu prop ed visits,quantile,0.5,0.0 40,2025-09-27,0,2025-09-27,wk inc flu prop ed visits,quantile,0.5,0.0 @@ -337,7 +337,7 @@ US,2025-09-27,2,2025-10-11,wk inc flu prop ed visits,quantile,0.5,0.0 34,2025-09-27,0,2025-09-27,wk inc flu prop ed visits,quantile,0.975,0.0 35,2025-09-27,0,2025-09-27,wk inc flu prop ed visits,quantile,0.975,0.0 36,2025-09-27,0,2025-09-27,wk inc flu prop ed visits,quantile,0.975,0.0 -37,2025-09-27,0,2025-09-27,wk inc flu prop ed visits,quantile,0.975,0.006863995228158392 +37,2025-09-27,0,2025-09-27,wk inc flu prop ed visits,quantile,0.975,6.33473391114292e-05 38,2025-09-27,0,2025-09-27,wk inc flu prop ed visits,quantile,0.975,0.0 39,2025-09-27,0,2025-09-27,wk inc flu prop ed visits,quantile,0.975,0.0 40,2025-09-27,0,2025-09-27,wk inc flu prop ed visits,quantile,0.975,0.0 diff --git a/tests/integration/data/UMass-sarix_nssp_p6_4rt_thetashared_sigmanone/2025-09-27-UMass-sarix_nssp_p6_4rt_thetashared_sigmanone-hsa.csv b/tests/integration/data/UMass-sarix_nssp_p6_4rt_thetashared_sigmanone/2025-09-27-UMass-sarix_nssp_p6_4rt_thetashared_sigmanone-hsa.csv index 8ff149c..e2f8655 100644 --- a/tests/integration/data/UMass-sarix_nssp_p6_4rt_thetashared_sigmanone/2025-09-27-UMass-sarix_nssp_p6_4rt_thetashared_sigmanone-hsa.csv +++ b/tests/integration/data/UMass-sarix_nssp_p6_4rt_thetashared_sigmanone/2025-09-27-UMass-sarix_nssp_p6_4rt_thetashared_sigmanone-hsa.csv @@ -1,28 +1,28 @@ location,horizon,output_type_id,value,target_end_date,reference_date,output_type,target -1,0,0.025,,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits -150,0,0.025,,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits -25,0,0.025,,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits -1,0,0.5,,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits -150,0,0.5,,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits -25,0,0.5,,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits -1,0,0.975,,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits -150,0,0.975,,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits -25,0,0.975,,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits -1,1,0.025,,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits -150,1,0.025,,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits -25,1,0.025,,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits -1,1,0.5,,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits -150,1,0.5,,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits -25,1,0.5,,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits -1,1,0.975,,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits -150,1,0.975,,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits -25,1,0.975,,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits -1,2,0.025,,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits -150,2,0.025,,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits -25,2,0.025,,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits -1,2,0.5,,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits -150,2,0.5,,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits -25,2,0.5,,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits -1,2,0.975,,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits -150,2,0.975,,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits -25,2,0.975,,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits +1,0,0.025,0.014821612505228988,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits +25,0,0.025,0.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits +99,0,0.025,0.056021164358213464,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits +1,0,0.5,0.023469741276920555,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits +25,0,0.5,0.0030360869500948894,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits +99,0,0.5,0.0814395408717263,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits +1,0,0.975,0.038087265052395666,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits +25,0,0.975,0.011804625693834057,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits +99,0,0.975,0.11037264146726317,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits +1,1,0.025,0.011175658632384502,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits +25,1,0.025,0.0,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits +99,1,0.025,0.0481473977945211,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits +1,1,0.5,0.025128913221669425,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits +25,1,0.5,0.002385418659574576,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits +99,1,0.5,0.08023922445093289,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits +1,1,0.975,0.05156401667672394,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits +25,1,0.975,0.024725088094084375,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits +99,1,0.975,0.13689126165734103,2025-10-04,2025-09-27,quantile,wk inc flu prop ed visits +1,2,0.025,0.007142335756663185,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits +25,2,0.025,0.0,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits +99,2,0.025,0.038196815039099226,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits +1,2,0.5,0.025492877875131187,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits +25,2,0.5,0.002787242662658186,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits +99,2,0.5,0.07881961454457855,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits +1,2,0.975,0.07117689188737315,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits +25,2,0.975,0.03657172391301361,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits +99,2,0.975,0.15095228726654306,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits diff --git a/tests/integration/data/UMass-sarix_nssp_p6_4rt_thetashared_sigmanone/2025-09-27-UMass-sarix_nssp_p6_4rt_thetashared_sigmanone-state.csv b/tests/integration/data/UMass-sarix_nssp_p6_4rt_thetashared_sigmanone/2025-09-27-UMass-sarix_nssp_p6_4rt_thetashared_sigmanone-state.csv index 1e19542..95ed494 100644 --- a/tests/integration/data/UMass-sarix_nssp_p6_4rt_thetashared_sigmanone/2025-09-27-UMass-sarix_nssp_p6_4rt_thetashared_sigmanone-state.csv +++ b/tests/integration/data/UMass-sarix_nssp_p6_4rt_thetashared_sigmanone/2025-09-27-UMass-sarix_nssp_p6_4rt_thetashared_sigmanone-state.csv @@ -1,460 +1,460 @@ location,horizon,output_type_id,value,target_end_date,reference_date,output_type,target -01,0,0.025,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits +01,0,0.025,0.04695158650478055,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 02,0,0.025,0.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits -04,0,0.025,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits -05,0,0.025,0.942514648907195,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits -06,0,0.025,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits -08,0,0.025,1.0,2025-09-27,2025-09-27,quantile,wk inc flu prop ed visits 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+US,2,0.975,0.27624520170793027,2025-10-11,2025-09-27,quantile,wk inc flu prop ed visits diff --git a/tests/integration/test_gbqr.py b/tests/integration/test_gbqr.py index 5bb433f..1761b0c 100644 --- a/tests/integration/test_gbqr.py +++ b/tests/integration/test_gbqr.py @@ -60,7 +60,7 @@ def test_gbqr_nhsn(tmp_path): []), ([], - ["1", "25", "150"]) + ["1", "25", "99"]) ]) def test_gbqr_nssp(tmp_path, fips_codes, nci_ids): date = datetime.date.fromisoformat("2025-09-27") diff --git a/tests/integration/test_sarix.py b/tests/integration/test_sarix.py index cb5437e..60e0cc0 100644 --- a/tests/integration/test_sarix.py +++ b/tests/integration/test_sarix.py @@ -61,7 +61,7 @@ def test_sarix_nhsn(tmp_path): []), ([], - ["1", "25", "150"]) + ["1", "25", "99"]) ]) def test_sarix_nssp(tmp_path, fips_codes, nci_ids): date = datetime.date.fromisoformat("2025-09-27") From 07e32f27cc6288a86581b5d99f7632e3fc5b8a8d Mon Sep 17 00:00:00 2001 From: Github Actions CI Date: Mon, 17 Nov 2025 17:30:51 -0500 Subject: [PATCH 21/29] Update `iddata` dependency in requirements files --- requirements/requirements-dev.txt | 4 ++-- requirements/requirements.txt | 4 ++-- 2 files changed, 4 insertions(+), 4 deletions(-) diff --git a/requirements/requirements-dev.txt b/requirements/requirements-dev.txt index 3393d36..bbb076c 100644 --- a/requirements/requirements-dev.txt +++ b/requirements/requirements-dev.txt @@ -42,7 +42,7 @@ frozenlist==1.5.0 # aiosignal fsspec==2024.10.0 # via s3fs -iddata @ git+https://github.com/reichlab/iddata@c28849b2a02ab84e2f82876f16fee2ac60814877 +iddata @ git+https://github.com/reichlab/iddata@5a7e74d7823d39b8a8ef6334c5191e440bc669d8 # via idmodels (pyproject.toml) identify==2.6.1 # via pre-commit @@ -146,7 +146,7 @@ ruff==0.7.2 # via idmodels (pyproject.toml) s3fs==2024.10.0 # via iddata -sarix @ git+https://github.com/reichlab/sarix@cedaebed367d9fc00e2b34cdfc6db09eef6a99a3 +sarix @ git+https://github.com/reichlab/sarix@35eea2379a9790e0457b1aed41d13509e5d5056f # via idmodels (pyproject.toml) scikit-learn==1.5.2 # via idmodels (pyproject.toml) diff --git a/requirements/requirements.txt b/requirements/requirements.txt index 80f3cc9..eb5664c 100644 --- a/requirements/requirements.txt +++ b/requirements/requirements.txt @@ -32,7 +32,7 @@ frozenlist==1.5.0 # aiosignal fsspec==2024.10.0 # via s3fs -iddata @ git+https://github.com/reichlab/iddata@c28849b2a02ab84e2f82876f16fee2ac60814877 +iddata @ git+https://github.com/reichlab/iddata@5a7e74d7823d39b8a8ef6334c5191e440bc669d8 # via idmodels (pyproject.toml) idna==3.10 # via yarl @@ -116,7 +116,7 @@ rich==13.9.4 # via iddata s3fs==2024.10.0 # via iddata -sarix @ git+https://github.com/reichlab/sarix@cedaebed367d9fc00e2b34cdfc6db09eef6a99a3 +sarix @ git+https://github.com/reichlab/sarix@35eea2379a9790e0457b1aed41d13509e5d5056f # via idmodels (pyproject.toml) scikit-learn==1.5.2 # via idmodels (pyproject.toml) From 583f9e51e90c3dcda235ec0a0d327af4126473cf Mon Sep 17 00:00:00 2001 From: Github Actions CI Date: Tue, 18 Nov 2025 10:56:52 -0500 Subject: [PATCH 22/29] Fix linter I001 error --- tests/integration/test_gbqr.py | 2 +- tests/integration/test_sarix.py | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/tests/integration/test_gbqr.py b/tests/integration/test_gbqr.py index 1761b0c..824576a 100644 --- a/tests/integration/test_gbqr.py +++ b/tests/integration/test_gbqr.py @@ -1,5 +1,4 @@ import datetime -import pytest from pathlib import Path from types import SimpleNamespace from unittest.mock import patch @@ -7,6 +6,7 @@ import lightgbm import numpy import pandas as pd +import pytest from pandas.testing import assert_frame_equal from idmodels.gbqr import GBQRModel diff --git a/tests/integration/test_sarix.py b/tests/integration/test_sarix.py index 8e5b38d..b4d2bdc 100644 --- a/tests/integration/test_sarix.py +++ b/tests/integration/test_sarix.py @@ -1,11 +1,11 @@ import datetime -import pytest from pathlib import Path from types import SimpleNamespace from unittest.mock import patch import numpy import pandas as pd +import pytest from pandas.testing import assert_frame_equal from idmodels.sarix import SARIXFourierModel, SARIXModel From 3c392b2af4f0fb182f819b4a96c588eaebedb119 Mon Sep 17 00:00:00 2001 From: Github Actions CI Date: Tue, 18 Nov 2025 15:53:00 -0500 Subject: [PATCH 23/29] Update sarix fourier tests + config creation methods * Update sarix fourier tests to use separate states and hsas fields, same logic as other tests, config creation helpers when applicable * Add args to config creation helper methods to be more flexible --- tests/integration/test_sarix.py | 224 ++++++++++++-------------------- 1 file changed, 83 insertions(+), 141 deletions(-) diff --git a/tests/integration/test_sarix.py b/tests/integration/test_sarix.py index b4d2bdc..84f553f 100644 --- a/tests/integration/test_sarix.py +++ b/tests/integration/test_sarix.py @@ -14,14 +14,15 @@ # Co-written with Claude def test_combined_state_and_hsa_fail(tmp_path): date = datetime.date.fromisoformat("2025-09-27") - model_config = create_test_sarix_model_config(main_source=["nssp"]) - run_config = create_test_sarix_run_config(ref_date=date, states=["44"], hsas=["1", "25"], tmp_path=tmp_path) + model_config = create_test_sarix_model_config(main_source=["nssp"], theta_pooling="shared", sigma_pooling="none") + run_config = create_test_sarix_run_config(ref_date=date, states=["44"], hsas=["1", "25"], num=50, tmp_path=tmp_path) with pytest.raises(NotImplementedError, match="simultaneously forecasting"): model = SARIXModel(model_config) model.run(run_config) raise NotImplementedError("simultaneously forecasting") + def test_sarix_nhsn(tmp_path): date = datetime.date.fromisoformat("2024-01-06") fips_codes = ["US", "01", "02", "04", "05", "06", "08", "09", "10", "11", @@ -30,8 +31,8 @@ def test_sarix_nhsn(tmp_path): "33", "34", "35", "36", "37", "38", "39", "40", "41", "42", "44", "45", "46", "47", "48", "49", "50", "51", "53", "54", "55", "56", "72"] - model_config = create_test_sarix_model_config(main_source=["nhsn"]) - run_config = create_test_sarix_run_config(ref_date=date, states=fips_codes, hsas=[], tmp_path=tmp_path) + model_config = create_test_sarix_model_config(main_source=["nhsn"], theta_pooling="shared", sigma_pooling="none") + run_config = create_test_sarix_run_config(ref_date=date, states=fips_codes, hsas=[], num=200, tmp_path=tmp_path) # patch the `_np_percentile()` helper function return the same values to make the tests reproducible across OSs with patch("idmodels.sarix._np_percentile", return_value=_np_percentile_val()): @@ -65,8 +66,8 @@ def test_sarix_nhsn(tmp_path): ]) def test_sarix_nssp(tmp_path, fips_codes, nci_ids): date = datetime.date.fromisoformat("2025-09-27") - model_config = create_test_sarix_model_config(main_source=["nssp"]) - run_config = create_test_sarix_run_config(ref_date=date, states=fips_codes, hsas=nci_ids, tmp_path=tmp_path) + model_config = create_test_sarix_model_config(main_source=["nssp"], theta_pooling="shared", sigma_pooling="none") + run_config = create_test_sarix_run_config(ref_date=date, states=fips_codes, hsas=nci_ids, num=200, tmp_path=tmp_path) # patch the `_np_percentile()` helper function return the same values to make the tests reproducible across OSs if fips_codes != []: @@ -92,113 +93,26 @@ def test_sarix_nssp(tmp_path, fips_codes, nci_ids): assert_frame_equal(actual_df, expected_df) -def create_test_sarix_model_config(main_source): - model_config = SimpleNamespace( - model_class = "sarix", - model_name = "sarix_" + main_source[0] + "_p6_4rt_thetashared_sigmanone", - - # data sources and adjustments for reporting issues - sources = main_source, - - # fit locations separately or jointly - fit_locations_separately = False, - - # SARI model parameters - p = 6, - P = 0, - d = 0, - D = 0, - season_period = 1, - - # power transform applied to surveillance signals - power_transform = "4rt", - - # sharing of information about parameters - theta_pooling="shared", - sigma_pooling="none", - - # covariates - x = [] - ) - return model_config - -def create_test_sarix_run_config(ref_date, states, hsas, tmp_path): - run_config = SimpleNamespace( - disease="flu", - ref_date=ref_date, - output_root=tmp_path / "model-output", - artifact_store_root=tmp_path / "artifact-store", - save_feat_importance=False, - states=states, - hsas = hsas, - max_horizon=3, - q_levels = [0.025, 0.50, 0.975], - q_labels = ["0.025", "0.5", "0.975"], - num_warmup = 200, - num_samples = 200, - num_chains = 1 - ) - return run_config - - def test_sarix_shared_sigma_pooling_multiple_batches(tmp_path): """Test that sigma_pooling='shared' works correctly with multiple batches (locations).""" - model_config = SimpleNamespace( - model_class = "sarix", - model_name = "sarix_p6_4rt_thetanone_sigmashared", - - # data sources and adjustments for reporting issues - sources = ["nhsn"], - - # fit locations separately or jointly - fit_locations_separately = False, - - # SARI model parameters - p = 6, - P = 0, - d = 0, - D = 0, - season_period = 1, - - # power transform applied to surveillance signals - power_transform = "4rt", - - # sharing of information about parameters - theta_pooling="none", - sigma_pooling="shared", # This is what we're testing - - # covariates - x = [] - ) - # Use multiple locations to ensure we have multiple batches - run_config = SimpleNamespace( - disease="flu", - ref_date=datetime.date.fromisoformat("2024-01-06"), - output_root=tmp_path / "model-output", - artifact_store_root=tmp_path / "artifact-store", - save_feat_importance=False, - locations=["US", "01", "02", "04", "05"], # Multiple locations = multiple batches - max_horizon=3, - q_levels = [0.025, 0.50, 0.975], - q_labels = ["0.025", "0.5", "0.975"], - num_warmup = 100, # Reduced for faster testing - num_samples = 100, - num_chains = 1 - ) - + date = datetime.date.fromisoformat("2024-01-06") + fips_codes = ["US", "01", "02", "04", "05"] # Multiple locs = multiple batches + model_config = create_test_sarix_model_config(main_source=["nhsn"], theta_pooling="none", sigma_pooling="shared") + run_config = create_test_sarix_run_config(ref_date=date, states=fips_codes, hsas=[], num=200, tmp_path=tmp_path) + model = SARIXModel(model_config) model.run(run_config) actual_df = pd.read_csv( - run_config.output_root / "UMass-sarix_p6_4rt_thetanone_sigmashared" / - "2024-01-06-UMass-sarix_p6_4rt_thetanone_sigmashared.csv" + run_config.output_root / f"UMass-{model_config.model_name}" / + f"{str(run_config.ref_date)}-UMass-{model_config.model_name}.csv" ) # Verify the output has the expected structure assert len(actual_df) > 0, "Output dataframe should not be empty" - assert set(actual_df["location"].unique()) == set(run_config.locations), \ - "Output should contain predictions for all input locations" + assert set(actual_df["location"].unique()) == set(run_config.states), \ + "Output should contain predictions for all input states" assert all(actual_df["output_type"] == "quantile"), \ "All outputs should be quantiles" # Convert output_type_id to string for comparison since pandas may infer numeric types @@ -244,35 +158,24 @@ def test_sarix_fourier_none_pooling(tmp_path): x=[] ) - # Use subset of locations for faster testing - run_config = SimpleNamespace( - disease="flu", - ref_date=datetime.date.fromisoformat("2024-01-06"), - output_root=tmp_path / "model-output", - artifact_store_root=tmp_path / "artifact-store", - save_feat_importance=False, - locations=["US", "01", "02", "04", "05"], - max_horizon=2, # Reduced for faster testing - q_levels=[0.025, 0.50, 0.975], - q_labels=["0.025", "0.5", "0.975"], - num_warmup=50, # Reduced for faster testing - num_samples=50, - num_chains=1 - ) + date = datetime.date.fromisoformat("2024-01-06") + fips_codes = ["US", "01", "02", "04", "05"] # fewer locs for faster testing + # model_config = create_test_sarix_model_config(main_source=["nhsn"], theta_pooling="shared", sigma_pooling="none") + run_config = create_test_sarix_run_config(ref_date=date, states=fips_codes, hsas=[], num=50, tmp_path=tmp_path) model = SARIXFourierModel(model_config) model.run(run_config) # Verify output structure actual_df = pd.read_csv( - run_config.output_root / "UMass-sarix_p2_fourier_K2_none" / - "2024-01-06-UMass-sarix_p2_fourier_K2_none.csv" + run_config.output_root / f"UMass-{model_config.model_name}" / + f"{str(run_config.ref_date)}-UMass-{model_config.model_name}.csv" ) # Assertions assert len(actual_df) > 0, "Output dataframe should not be empty" - assert set(actual_df["location"].unique()) == set(run_config.locations), \ - "Output should contain predictions for all input locations" + assert set(actual_df["location"].unique()) == set(run_config.states), \ + "Output should contain predictions for all input states" assert all(actual_df["output_type"] == "quantile"), \ "All outputs should be quantiles" assert set(actual_df["output_type_id"].astype(str).unique()) == set(run_config.q_labels), \ @@ -317,35 +220,24 @@ def test_sarix_fourier_shared_pooling(tmp_path): x=[] ) - # Use subset of locations for faster testing - run_config = SimpleNamespace( - disease="flu", - ref_date=datetime.date.fromisoformat("2024-01-06"), - output_root=tmp_path / "model-output", - artifact_store_root=tmp_path / "artifact-store", - save_feat_importance=False, - locations=["US", "01", "02", "04", "05"], - max_horizon=2, - q_levels=[0.025, 0.50, 0.975], - q_labels=["0.025", "0.5", "0.975"], - num_warmup=50, - num_samples=50, - num_chains=1 - ) + date = datetime.date.fromisoformat("2024-01-06") + fips_codes = ["US", "01", "02", "04", "05"] # fewer locs for faster testing + # model_config = create_test_sarix_model_config(main_source=["nhsn"], theta_pooling="shared", sigma_pooling="none") + run_config = create_test_sarix_run_config(ref_date=date, states=fips_codes, hsas=[], num=50, tmp_path=tmp_path) model = SARIXFourierModel(model_config) model.run(run_config) # Verify output structure actual_df = pd.read_csv( - run_config.output_root / "UMass-sarix_p2_fourier_K2_shared" / - "2024-01-06-UMass-sarix_p2_fourier_K2_shared.csv" + run_config.output_root / f"UMass-{model_config.model_name}" / + f"{str(run_config.ref_date)}-UMass-{model_config.model_name}.csv" ) # Assertions assert len(actual_df) > 0, "Output dataframe should not be empty" - assert set(actual_df["location"].unique()) == set(run_config.locations), \ - "Output should contain predictions for all input locations" + assert set(actual_df["location"].unique()) == set(run_config.states), \ + "Output should contain predictions for all input states" assert all(actual_df["output_type"] == "quantile"), \ "All outputs should be quantiles" assert set(actual_df["output_type_id"].astype(str).unique()) == set(run_config.q_labels), \ @@ -378,7 +270,8 @@ def test_sarix_fourier_missing_pooling_parameter(): output_root=Path("/tmp") / "model-output", artifact_store_root=Path("/tmp") / "artifact-store", save_feat_importance=False, - locations=["US"], + states=["US"], + hsas=[], max_horizon=1, q_levels=[0.5], q_labels=["0.5"], @@ -398,6 +291,55 @@ def test_sarix_fourier_missing_pooling_parameter(): f"Error should mention fourier_pooling, got: {str(e)}" +def create_test_sarix_model_config(main_source, theta_pooling, sigma_pooling): + model_config = SimpleNamespace( + model_class = "sarix", + model_name = "sarix_" + main_source[0] + "_p6_4rt_theta" + theta_pooling + "_sigma" + sigma_pooling, + + # data sources and adjustments for reporting issues + sources = main_source, + + # fit locations separately or jointly + fit_locations_separately = False, + + # SARI model parameters + p = 6, + P = 0, + d = 0, + D = 0, + season_period = 1, + + # power transform applied to surveillance signals + power_transform = "4rt", + + # sharing of information about parameters + theta_pooling=theta_pooling, + sigma_pooling=sigma_pooling, + + # covariates + x = [] + ) + return model_config + +def create_test_sarix_run_config(ref_date, states, hsas, num, tmp_path): + run_config = SimpleNamespace( + disease="flu", + ref_date=ref_date, + output_root=tmp_path / "model-output", + artifact_store_root=tmp_path / "artifact-store", + save_feat_importance=False, + states=states, + hsas = hsas, + max_horizon=3, + q_levels = [0.025, 0.50, 0.975], + q_labels = ["0.025", "0.5", "0.975"], + num_warmup = num, + num_samples = num, + num_chains = 1 + ) + return run_config + + def _np_percentile_val(): return numpy.array( [[[2.22541624e-01, 1.82324940e-01, 1.27709944e-01], From d20f7a0b695248f03f241ace912a07fc35090a2a Mon Sep 17 00:00:00 2001 From: Github Actions CI Date: Tue, 18 Nov 2025 16:36:04 -0500 Subject: [PATCH 24/29] Update nssp tests to use `ref_date=2025-09-20` + update test data --- ...0-UMass-gbqr_nssp_no_reporting_adj-hsa.csv | 28 ++ ...UMass-gbqr_nssp_no_reporting_adj-state.csv | 460 ++++++++++++++++++ ...7-UMass-gbqr_nssp_no_reporting_adj-hsa.csv | 28 -- ...UMass-gbqr_nssp_no_reporting_adj-state.csv | 460 ------------------ ..._nssp_p6_4rt_thetashared_sigmanone-hsa.csv | 28 ++ ...ssp_p6_4rt_thetashared_sigmanone-state.csv | 460 ++++++++++++++++++ ..._nssp_p6_4rt_thetashared_sigmanone-hsa.csv | 28 -- ...ssp_p6_4rt_thetashared_sigmanone-state.csv | 460 ------------------ tests/integration/test_gbqr.py | 2 +- tests/integration/test_sarix.py | 2 +- 10 files changed, 978 insertions(+), 978 deletions(-) create mode 100644 tests/integration/data/UMass-gbqr_nssp_no_reporting_adj/2025-09-20-UMass-gbqr_nssp_no_reporting_adj-hsa.csv create mode 100644 tests/integration/data/UMass-gbqr_nssp_no_reporting_adj/2025-09-20-UMass-gbqr_nssp_no_reporting_adj-state.csv delete mode 100644 tests/integration/data/UMass-gbqr_nssp_no_reporting_adj/2025-09-27-UMass-gbqr_nssp_no_reporting_adj-hsa.csv delete mode 100644 tests/integration/data/UMass-gbqr_nssp_no_reporting_adj/2025-09-27-UMass-gbqr_nssp_no_reporting_adj-state.csv create mode 100644 tests/integration/data/UMass-sarix_nssp_p6_4rt_thetashared_sigmanone/2025-09-20-UMass-sarix_nssp_p6_4rt_thetashared_sigmanone-hsa.csv create mode 100644 tests/integration/data/UMass-sarix_nssp_p6_4rt_thetashared_sigmanone/2025-09-20-UMass-sarix_nssp_p6_4rt_thetashared_sigmanone-state.csv delete mode 100644 tests/integration/data/UMass-sarix_nssp_p6_4rt_thetashared_sigmanone/2025-09-27-UMass-sarix_nssp_p6_4rt_thetashared_sigmanone-hsa.csv delete mode 100644 tests/integration/data/UMass-sarix_nssp_p6_4rt_thetashared_sigmanone/2025-09-27-UMass-sarix_nssp_p6_4rt_thetashared_sigmanone-state.csv diff --git a/tests/integration/data/UMass-gbqr_nssp_no_reporting_adj/2025-09-20-UMass-gbqr_nssp_no_reporting_adj-hsa.csv b/tests/integration/data/UMass-gbqr_nssp_no_reporting_adj/2025-09-20-UMass-gbqr_nssp_no_reporting_adj-hsa.csv new file mode 100644 index 0000000..c9c8f68 --- /dev/null +++ b/tests/integration/data/UMass-gbqr_nssp_no_reporting_adj/2025-09-20-UMass-gbqr_nssp_no_reporting_adj-hsa.csv @@ -0,0 +1,28 @@ +location,reference_date,horizon,target_end_date,target,output_type,output_type_id,value +1,2025-09-20,-1,2025-09-13,wk inc flu prop ed visits,quantile,0.025,0.0 +25,2025-09-20,-1,2025-09-13,wk inc flu prop ed visits,quantile,0.025,0.0 +99,2025-09-20,-1,2025-09-13,wk inc flu prop ed visits,quantile,0.025,0.0 +1,2025-09-20,0,2025-09-20,wk inc flu prop ed visits,quantile,0.025,0.0 +25,2025-09-20,0,2025-09-20,wk inc flu prop ed visits,quantile,0.025,0.0 +99,2025-09-20,0,2025-09-20,wk inc flu prop ed visits,quantile,0.025,0.0 +1,2025-09-20,1,2025-09-27,wk inc flu prop ed visits,quantile,0.025,0.0 +25,2025-09-20,1,2025-09-27,wk inc flu prop ed visits,quantile,0.025,0.0 +99,2025-09-20,1,2025-09-27,wk inc flu prop ed visits,quantile,0.025,0.0 +1,2025-09-20,-1,2025-09-13,wk inc flu prop ed visits,quantile,0.5,0.0 +25,2025-09-20,-1,2025-09-13,wk inc flu prop ed visits,quantile,0.5,0.0 +99,2025-09-20,-1,2025-09-13,wk inc flu prop ed visits,quantile,0.5,0.0 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visits,quantile,0.975,0.0 +99,2025-09-20,1,2025-09-27,wk inc flu prop ed visits,quantile,0.975,0.0 diff --git a/tests/integration/data/UMass-gbqr_nssp_no_reporting_adj/2025-09-20-UMass-gbqr_nssp_no_reporting_adj-state.csv b/tests/integration/data/UMass-gbqr_nssp_no_reporting_adj/2025-09-20-UMass-gbqr_nssp_no_reporting_adj-state.csv new file mode 100644 index 0000000..e3118cc --- /dev/null +++ b/tests/integration/data/UMass-gbqr_nssp_no_reporting_adj/2025-09-20-UMass-gbqr_nssp_no_reporting_adj-state.csv @@ -0,0 +1,460 @@ +location,reference_date,horizon,target_end_date,target,output_type,output_type_id,value +01,2025-09-20,-1,2025-09-13,wk inc flu prop ed visits,quantile,0.025,0.0 +02,2025-09-20,-1,2025-09-13,wk inc flu prop ed visits,quantile,0.025,0.0 +04,2025-09-20,-1,2025-09-13,wk inc flu prop ed visits,quantile,0.025,0.0 +05,2025-09-20,-1,2025-09-13,wk inc flu prop ed visits,quantile,0.025,0.0 +06,2025-09-20,-1,2025-09-13,wk inc flu prop ed visits,quantile,0.025,0.0 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visits,quantile,0.975,0.0 +53,2025-09-20,1,2025-09-27,wk inc flu prop ed visits,quantile,0.975,0.0 +54,2025-09-20,1,2025-09-27,wk inc flu prop ed visits,quantile,0.975,0.0 +55,2025-09-20,1,2025-09-27,wk inc flu prop ed visits,quantile,0.975,0.0 +56,2025-09-20,1,2025-09-27,wk inc flu prop ed visits,quantile,0.975,0.0 +US,2025-09-20,1,2025-09-27,wk inc flu prop ed visits,quantile,0.975,0.0 diff --git a/tests/integration/data/UMass-gbqr_nssp_no_reporting_adj/2025-09-27-UMass-gbqr_nssp_no_reporting_adj-hsa.csv b/tests/integration/data/UMass-gbqr_nssp_no_reporting_adj/2025-09-27-UMass-gbqr_nssp_no_reporting_adj-hsa.csv deleted file mode 100644 index c2dba5a..0000000 --- a/tests/integration/data/UMass-gbqr_nssp_no_reporting_adj/2025-09-27-UMass-gbqr_nssp_no_reporting_adj-hsa.csv +++ /dev/null @@ -1,28 +0,0 @@ -location,reference_date,horizon,target_end_date,target,output_type,output_type_id,value -1,2025-09-27,0,2025-09-27,wk inc flu prop ed visits,quantile,0.025,0.0 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a/tests/integration/data/UMass-gbqr_nssp_no_reporting_adj/2025-09-27-UMass-gbqr_nssp_no_reporting_adj-state.csv b/tests/integration/data/UMass-gbqr_nssp_no_reporting_adj/2025-09-27-UMass-gbqr_nssp_no_reporting_adj-state.csv deleted file mode 100644 index 2d87797..0000000 --- a/tests/integration/data/UMass-gbqr_nssp_no_reporting_adj/2025-09-27-UMass-gbqr_nssp_no_reporting_adj-state.csv +++ /dev/null @@ -1,460 +0,0 @@ -location,reference_date,horizon,target_end_date,target,output_type,output_type_id,value -01,2025-09-27,0,2025-09-27,wk inc flu prop ed visits,quantile,0.025,0.0 -02,2025-09-27,0,2025-09-27,wk inc flu prop ed visits,quantile,0.025,0.0 -04,2025-09-27,0,2025-09-27,wk inc flu prop ed visits,quantile,0.025,0.0 -05,2025-09-27,0,2025-09-27,wk inc flu prop ed visits,quantile,0.025,0.0 -06,2025-09-27,0,2025-09-27,wk inc flu prop ed visits,quantile,0.025,0.0 -08,2025-09-27,0,2025-09-27,wk inc flu prop ed visits,quantile,0.025,0.0 -09,2025-09-27,0,2025-09-27,wk inc flu prop ed 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a/tests/integration/test_gbqr.py b/tests/integration/test_gbqr.py index 824576a..37a452f 100644 --- a/tests/integration/test_gbqr.py +++ b/tests/integration/test_gbqr.py @@ -63,7 +63,7 @@ def test_gbqr_nhsn(tmp_path): ["1", "25", "99"]) ]) def test_gbqr_nssp(tmp_path, fips_codes, nci_ids): - date = datetime.date.fromisoformat("2025-09-27") + date = datetime.date.fromisoformat("2025-09-20") model_config = create_test_gbqr_model_config(sources=["nssp"]) run_config = create_test_gbqr_run_config(ref_date=date, states=fips_codes, hsas=nci_ids, tmp_path=tmp_path) diff --git a/tests/integration/test_sarix.py b/tests/integration/test_sarix.py index 84f553f..e45f1c5 100644 --- a/tests/integration/test_sarix.py +++ b/tests/integration/test_sarix.py @@ -65,7 +65,7 @@ def test_sarix_nhsn(tmp_path): ["1", "25", "99"]) ]) def test_sarix_nssp(tmp_path, fips_codes, nci_ids): - date = datetime.date.fromisoformat("2025-09-27") + date = datetime.date.fromisoformat("2025-09-20") model_config = create_test_sarix_model_config(main_source=["nssp"], theta_pooling="shared", sigma_pooling="none") run_config = create_test_sarix_run_config(ref_date=date, states=fips_codes, hsas=nci_ids, num=200, tmp_path=tmp_path) From 5e145aa61252f4909a8e5547e7428585d9a8609e Mon Sep 17 00:00:00 2001 From: Github Actions CI Date: Tue, 18 Nov 2025 16:38:16 -0500 Subject: [PATCH 25/29] Internal nssp loading uses provided ref date --- src/idmodels/gbqr.py | 2 +- src/idmodels/sarix.py | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/src/idmodels/gbqr.py b/src/idmodels/gbqr.py index f56136b..1850a6d 100644 --- a/src/idmodels/gbqr.py +++ b/src/idmodels/gbqr.py @@ -47,7 +47,7 @@ def run(self, run_config): sources=self.model_config.sources, power_transform=self.model_config.power_transform) elif "nssp" in self.model_config.sources: - df = fdl.load_data(nssp_kwargs={"as_of": None, "disease": run_config.disease}, + df = fdl.load_data(nssp_kwargs={"as_of": run_config.ref_date, "disease": run_config.disease}, ilinet_kwargs=ilinet_kwargs, flusurvnet_kwargs=flusurvnet_kwargs, sources=self.model_config.sources, diff --git a/src/idmodels/sarix.py b/src/idmodels/sarix.py index 4d2ff3b..cc08e0b 100644 --- a/src/idmodels/sarix.py +++ b/src/idmodels/sarix.py @@ -32,7 +32,7 @@ def run(self, run_config): power_transform=self.model_config.power_transform) target_name = "wk inc " + run_config.disease + " hosp" elif "nssp" in self.model_config.sources: - df = fdl.load_data(nssp_kwargs={"as_of": None, "disease": run_config.disease}, + df = fdl.load_data(nssp_kwargs={"as_of": run_config.ref_date, "disease": run_config.disease}, sources=self.model_config.sources, power_transform=self.model_config.power_transform) target_name = "wk inc " + run_config.disease + " prop ed visits" From 724f8ed582b2044531480c7692acaf638cc7cbb6 Mon Sep 17 00:00:00 2001 From: Github Actions CI Date: Mon, 24 Nov 2025 13:48:37 -0500 Subject: [PATCH 26/29] Remove redundant code --- src/idmodels/sarix.py | 3 --- 1 file changed, 3 deletions(-) diff --git a/src/idmodels/sarix.py b/src/idmodels/sarix.py index cc08e0b..232c6e8 100644 --- a/src/idmodels/sarix.py +++ b/src/idmodels/sarix.py @@ -62,9 +62,6 @@ def run(self, run_config): df = df.query("wk_end_date >= '2022-10-01'").interpolate() unique_locations = len(run_config.states) + len(run_config.hsas) batched_xy = df[xy_colnames].values.reshape(unique_locations, -1, len(xy_colnames)) - - df = df.query("wk_end_date >= '2022-10-01'").interpolate() - batched_xy = df[xy_colnames].values.reshape(len(df["location"].unique()), -1, len(xy_colnames)) # Get any extra parameters for the SARIX constructor extra_params = self._get_extra_sarix_params(df) From b35fcc424d223f026cd02e3afccbb3213c465b4a Mon Sep 17 00:00:00 2001 From: Github Actions CI Date: Mon, 24 Nov 2025 13:54:30 -0500 Subject: [PATCH 27/29] Update unique location calculation Better match original code + Avoid error whenNot all requested locations in data --- src/idmodels/sarix.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/idmodels/sarix.py b/src/idmodels/sarix.py index 232c6e8..01279a8 100644 --- a/src/idmodels/sarix.py +++ b/src/idmodels/sarix.py @@ -60,7 +60,7 @@ def run(self, run_config): xy_colnames = self.model_config.x + ["inc_trans_cs"] df = df.query("wk_end_date >= '2022-10-01'").interpolate() - unique_locations = len(run_config.states) + len(run_config.hsas) + unique_locations = len(df_states["location"].unique()) + len(df_hsas["location"].unique()) batched_xy = df[xy_colnames].values.reshape(unique_locations, -1, len(xy_colnames)) # Get any extra parameters for the SARIX constructor From a63d48877e9fd759dffea72bd38e727d6e8a8b06 Mon Sep 17 00:00:00 2001 From: Github Actions CI Date: Mon, 24 Nov 2025 14:14:14 -0500 Subject: [PATCH 28/29] Add in-line comment about interpolation --- src/idmodels/sarix.py | 1 + 1 file changed, 1 insertion(+) diff --git a/src/idmodels/sarix.py b/src/idmodels/sarix.py index 01279a8..ca2e143 100644 --- a/src/idmodels/sarix.py +++ b/src/idmodels/sarix.py @@ -58,6 +58,7 @@ def run(self, run_config): .assign(delta_xmas = lambda x: x["season_week"] - x["xmas_week"]) df["xmas_spike"] = np.maximum(3 - np.abs(df["delta_xmas"]), 0) + # missing values are interpolated when possible xy_colnames = self.model_config.x + ["inc_trans_cs"] df = df.query("wk_end_date >= '2022-10-01'").interpolate() unique_locations = len(df_states["location"].unique()) + len(df_hsas["location"].unique()) From 397827bb1471691073e0e7c66831532851512da0 Mon Sep 17 00:00:00 2001 From: Github Actions CI Date: Mon, 24 Nov 2025 16:01:52 -0500 Subject: [PATCH 29/29] Increment to v1.0.0 New functionality added: allow NSSP-based forecasting Breaking change: run_config.locations superseded by run_config.states and run_config.hsas --- src/idmodels/__init__.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/idmodels/__init__.py b/src/idmodels/__init__.py index 3dc1f76..5becc17 100644 --- a/src/idmodels/__init__.py +++ b/src/idmodels/__init__.py @@ -1 +1 @@ -__version__ = "0.1.0" +__version__ = "1.0.0"