More General Utilities With Representation Of Time In idata Objects

.gitignore

@@ -169,6 +169,15 @@ cython_debug/
 # MISCELLANEOUS
 ################################################################################
 
-poetry.lock
 
+poetry.lock
+/.quarto/
+_site
+/_site
+/_freeze
+_freeze
 .DS_Store
+DS_Store
+_book/
+_book
+render_test_idata_general_time_representation_files

forecasttools/__init__.py

@@ -5,7 +5,9 @@
 
 from forecasttools.daily_to_epiweekly import df_aggregate_to_epiweekly
 from forecasttools.idata_w_dates_to_df import (
-    add_dates_as_coords_to_idata,
+    add_time_coords_to_idata_dimension,
+    add_time_coords_to_idata_dimensions,
+    generate_time_range_for_dim,
     idata_forecast_w_dates_to_df,
 )
 from forecasttools.recode_locations import (
@@ -16,43 +18,51 @@
 )
 from forecasttools.to_hubverse import get_hubverse_table
 from forecasttools.trajectories_to_quantiles import trajectories_to_quantiles
+from forecasttools.utils import (
+    ensure_listlike,
+    validate_and_get_idata_group,
+    validate_and_get_idata_group_var,
+    validate_idata_group_var_dim,
+    validate_input_type,
+    validate_iter_has_expected_types,
+)
 
 # location table (from Census data)
-with importlib.resources.files(__package__).joinpath(
-    "location_table.parquet"
-).open("rb") as f:
-    location_table = pl.read_parquet(f)
+with importlib.resources.path(
+    __package__, "location_table.parquet"
+) as data_path:
+    location_table = pl.read_parquet(data_path)
 
 # load example flusight submission
-with importlib.resources.files(__package__).joinpath(
-    "example_flusight_submission.parquet"
-).open("rb") as f:
-    example_flusight_submission = pl.read_parquet(f)
+with importlib.resources.path(
+    __package__, "example_flusight_submission.parquet"
+) as data_path:
+    dtypes_d = {"location": pl.Utf8}
+    example_flusight_submission = pl.read_parquet(data_path)
 
 # load example fitting data for COVID (NHSN, as of 2024-09-26)
-with importlib.resources.files(__package__).joinpath(
-    "nhsn_hosp_COVID.parquet"
-).open("rb") as f:
-    nhsn_hosp_COVID = pl.read_parquet(f)
+with importlib.resources.path(
+    __package__, "nhsn_hosp_COVID.parquet"
+) as data_path:
+    nhsn_hosp_COVID = pl.read_parquet(data_path)
 
 # load example fitting data for influenza (NHSN, as of 2024-09-26)
-with importlib.resources.files(__package__).joinpath(
-    "nhsn_hosp_flu.parquet"
-).open("rb") as f:
-    nhsn_hosp_flu = pl.read_parquet(f)
+with importlib.resources.path(
+    __package__, "nhsn_hosp_flu.parquet"
+) as data_path:
+    nhsn_hosp_flu = pl.read_parquet(data_path)
 
-# load light idata NHSN influenza forecast wo dates (NHSN, as of 2024-09-26)
-with importlib.resources.files(__package__).joinpath(
-    "example_flu_forecast_wo_dates.nc"
-).open("rb") as f:
-    nhsn_flu_forecast_wo_dates = az.from_netcdf(f)
+# load light idata NHSN influenza forecast (NHSN, as of 2024-09-26)
+with importlib.resources.path(
+    __package__, "example_flu_forecast_wo_dates.nc"
+) as data_path:
+    nhsn_flu_forecast_wo_dates = az.from_netcdf(data_path)
 
-# load light idata NHSN influenza forecast w dates (NHSN, as of 2024-09-26)
-with importlib.resources.files(__package__).joinpath(
-    "example_flu_forecast_w_dates.nc"
-).open("rb") as f:
-    nhsn_flu_forecast_w_dates = az.from_netcdf(f)
 
+with importlib.resources.path(
+    __package__, "example_flu_forecast_w_dates.nc"
+) as data_path:
+    nhsn_flu_forecast_w_dates = az.from_netcdf(data_path)
 
 __all__ = [
     "location_table",
@@ -62,12 +72,22 @@
     "nhsn_flu_forecast_wo_dates",
     "nhsn_flu_forecast_w_dates",
     "idata_forecast_w_dates_to_df",
-    "add_dates_as_coords_to_idata",
+    "add_time_coords_to_idata_dimension",
     "trajectories_to_quantiles",
     "df_aggregate_to_epiweekly",
     "loc_abbr_to_hubverse_code",
     "loc_hubverse_code_to_abbr",
     "to_location_table_column",
     "location_lookup",
     "get_hubverse_table",
+    "add_time_coords_to_idata_dimension",
+    "add_time_coords_to_idata_dimensions",
+    "validate_input_type",
+    "validate_and_get_start_time",
+    "validate_and_get_idata_group",
+    "validate_and_get_idata_group_var",
+    "validate_idata_group_var_dim",
+    "generate_time_range_for_dim",
+    "validate_iter_has_expected_types",
+    "ensure_listlike",
 ]