teehr.metrics.deterministic_funcs

Contains UDFs for deterministic metric calculations in Spark queries.

Functions

aprb_wrapper	Create the annual_peak_relative_bias metric function.
kge_mod1_wrapper	Create the kling_gupta_efficiency_mod1 metric function.
kge_mod2_wrapper	Create the kling_gupta_efficiency_mod2 metric function.
kge_wrapper	Create the kling_gupta_efficiency metric function.
mae_wrapper	Create the mean_absolute_error metric function.
mare_wrapper	Create the mean_absolute_relative_error metric function.
mb_wrapper	Create the multiplicative_bias metric function.
me_wrapper	Create the mean_error metric function.
mse_wrapper	Create the mean_squared_error metric function.
mvd_wrapper	Create the max_value_delta metric function.
mvtd_wrapper	Create the max_value_timedelta metric function.
nse_norm_wrapper	Create the nash_sutcliffe_efficiency_normalized metric function.
nse_wrapper	Create the nash_sutcliffe_efficiency metric function.
pc_wrapper	Create the pearson_correlation metric function.
r_squared_wrapper	Create the R-squared metric function.
rb_wrapper	Create the relative_bias metric function.
rmsdr_wrapper	Create the root_mean_standard_deviation_ratio metric function.
rmse_wrapper	Create the root_mean_squared_error metric function.
spearman_wrapper	Create the Spearman metric function.

teehr.metrics.deterministic_funcs.aprb_wrapper(model: MetricsBasemodel) → Callable

Create the annual_peak_relative_bias metric function.

teehr.metrics.deterministic_funcs.kge_mod1_wrapper(model: MetricsBasemodel) → Callable

Create the kling_gupta_efficiency_mod1 metric function.

teehr.metrics.deterministic_funcs.kge_mod2_wrapper(model: MetricsBasemodel) → Callable

Create the kling_gupta_efficiency_mod2 metric function.

teehr.metrics.deterministic_funcs.kge_wrapper(model: MetricsBasemodel) → Callable

Create the kling_gupta_efficiency metric function.

teehr.metrics.deterministic_funcs.mae_wrapper(model: MetricsBasemodel) → Callable

Create the mean_absolute_error metric function.

teehr.metrics.deterministic_funcs.mare_wrapper(model: MetricsBasemodel) → Callable

Create the mean_absolute_relative_error metric function.

teehr.metrics.deterministic_funcs.mb_wrapper(model: MetricsBasemodel) → Callable

Create the multiplicative_bias metric function.

teehr.metrics.deterministic_funcs.me_wrapper(model: MetricsBasemodel) → Callable

Create the mean_error metric function.

teehr.metrics.deterministic_funcs.mse_wrapper(model: MetricsBasemodel) → Callable

Create the mean_squared_error metric function.

teehr.metrics.deterministic_funcs.mvd_wrapper(model: MetricsBasemodel) → Callable

Create the max_value_delta metric function.

teehr.metrics.deterministic_funcs.mvtd_wrapper(model: MetricsBasemodel) → Callable

Create the max_value_timedelta metric function.

teehr.metrics.deterministic_funcs.nse_norm_wrapper(model: MetricsBasemodel) → Callable

Create the nash_sutcliffe_efficiency_normalized metric function.

teehr.metrics.deterministic_funcs.nse_wrapper(model: MetricsBasemodel) → Callable

Create the nash_sutcliffe_efficiency metric function.

teehr.metrics.deterministic_funcs.pc_wrapper(model: MetricsBasemodel) → Callable

Create the pearson_correlation metric function.

teehr.metrics.deterministic_funcs.r_squared_wrapper(model: MetricsBasemodel) → Callable

Create the R-squared metric function.

teehr.metrics.deterministic_funcs.rb_wrapper(model: MetricsBasemodel) → Callable

Create the relative_bias metric function.

teehr.metrics.deterministic_funcs.rmsdr_wrapper(model: MetricsBasemodel) → Callable

Create the root_mean_standard_deviation_ratio metric function.

teehr.metrics.deterministic_funcs.rmse_wrapper(model: MetricsBasemodel) → Callable

Create the root_mean_squared_error metric function.

teehr.metrics.deterministic_funcs.spearman_wrapper(model: MetricsBasemodel) → Callable

Create the Spearman metric function.