| src/polars_eval_metrics/__init__.py |
(no function) |
7 |
0 |
0 |
100% |
| src/polars_eval_metrics/ard.py |
ARD.__init__ |
13 |
1 |
0 |
92% |
| src/polars_eval_metrics/ard.py |
ARD._empty_frame |
3 |
0 |
0 |
100% |
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ARD._extract_struct_fields |
4 |
0 |
0 |
100% |
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ARD._validate_schema |
4 |
1 |
0 |
75% |
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ARD.lazy |
1 |
0 |
0 |
100% |
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ARD.collect |
3 |
0 |
0 |
100% |
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ARD.__len__ |
1 |
0 |
0 |
100% |
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ARD.shape |
2 |
2 |
0 |
0% |
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ARD.columns |
1 |
1 |
0 |
0% |
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ARD.schema |
2 |
2 |
0 |
0% |
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ARD.__getitem__ |
7 |
7 |
0 |
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ARD.iter_rows |
1 |
1 |
0 |
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ARD.sort |
1 |
1 |
0 |
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ARD._stat_value |
20 |
10 |
0 |
50% |
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ARD._format_stat |
18 |
5 |
0 |
72% |
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ARD.__repr__ |
2 |
0 |
0 |
100% |
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ARD.with_empty_as_null |
3 |
0 |
0 |
100% |
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ARD.with_empty_as_null._collapse |
4 |
0 |
0 |
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ARD.with_null_as_empty |
3 |
0 |
0 |
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ARD.with_null_as_empty._expand |
4 |
0 |
0 |
100% |
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ARD.unnest |
20 |
3 |
0 |
85% |
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ARD.to_wide |
21 |
8 |
0 |
62% |
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ARD.to_long |
32 |
2 |
0 |
94% |
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ARD.pivot |
10 |
10 |
0 |
0% |
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ARD.get_stats |
14 |
0 |
0 |
100% |
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ARD.summary |
2 |
0 |
0 |
100% |
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ARD.describe |
18 |
18 |
0 |
0% |
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(no function) |
46 |
0 |
0 |
100% |
| src/polars_eval_metrics/evaluation_context.py |
EstimateCatalog.__post_init__ |
6 |
0 |
0 |
100% |
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EstimateCatalog.build |
1 |
0 |
0 |
100% |
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EstimateCatalog.key_to_label |
1 |
0 |
0 |
100% |
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EstimateCatalog.label_to_key |
1 |
1 |
0 |
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EstimateCatalog.label_order |
1 |
0 |
0 |
100% |
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EstimateCatalog.keys |
1 |
0 |
0 |
100% |
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EstimateCatalog.labels |
1 |
1 |
0 |
0% |
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EstimateCatalog.label_for |
1 |
1 |
0 |
0% |
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MetricCatalog.__post_init__ |
9 |
0 |
0 |
100% |
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MetricCatalog.entries |
1 |
0 |
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100% |
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MetricCatalog.labels |
1 |
0 |
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100% |
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MetricCatalog.names |
1 |
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100% |
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MetricCatalog.name_order |
1 |
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0 |
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MetricCatalog.label_order |
1 |
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0 |
100% |
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MetricCatalog.contains |
1 |
1 |
0 |
0% |
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(no function) |
52 |
0 |
0 |
100% |
| src/polars_eval_metrics/metric_define.py |
MetricDefine.__init__ |
4 |
0 |
0 |
100% |
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MetricDefine.validate_name |
3 |
0 |
0 |
100% |
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MetricDefine.validate_label |
5 |
1 |
0 |
80% |
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MetricDefine.validate_type |
3 |
0 |
0 |
100% |
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MetricDefine.validate_scope |
3 |
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0 |
100% |
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MetricDefine.normalize_within_expr |
9 |
1 |
0 |
89% |
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MetricDefine.validate_within_expr |
13 |
4 |
0 |
69% |
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MetricDefine.validate_across_expr |
9 |
2 |
0 |
78% |
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MetricDefine.validate_expressions |
12 |
3 |
0 |
75% |
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MetricDefine.compile_expressions |
8 |
0 |
0 |
100% |
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MetricDefine._compile_custom_expressions |
5 |
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100% |
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MetricDefine._resolve_within_expressions |
3 |
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100% |
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MetricDefine._resolve_across_expression |
4 |
1 |
0 |
75% |
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MetricDefine._compile_builtin_expressions |
14 |
4 |
0 |
71% |
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MetricDefine._ensure_metric_info |
7 |
3 |
0 |
57% |
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MetricDefine.get_pl_chain |
55 |
46 |
0 |
16% |
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MetricDefine.__str__ |
35 |
13 |
0 |
63% |
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MetricDefine.__repr__ |
1 |
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0 |
100% |
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(no function) |
57 |
0 |
0 |
100% |
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MetricEvaluator.__init__ |
14 |
0 |
0 |
100% |
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MetricEvaluator.metrics |
1 |
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100% |
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MetricEvaluator.estimates |
1 |
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100% |
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MetricEvaluator._apply_base_filter |
3 |
0 |
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100% |
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MetricEvaluator._get_cache_key |
5 |
0 |
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100% |
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MetricEvaluator._get_cached_evaluation |
8 |
2 |
0 |
75% |
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MetricEvaluator.clear_cache |
1 |
0 |
0 |
100% |
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MetricEvaluator.filter |
6 |
6 |
0 |
0% |
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MetricEvaluator._evaluate_ard |
7 |
1 |
0 |
86% |
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MetricEvaluator.evaluate |
6 |
0 |
0 |
100% |
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MetricEvaluator._convert_to_ard |
1 |
0 |
0 |
100% |
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MetricEvaluator.pivot_by_group |
2 |
0 |
0 |
100% |
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MetricEvaluator.pivot_by_model |
2 |
0 |
0 |
100% |
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MetricEvaluator._resolve_metrics |
8 |
1 |
0 |
88% |
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MetricEvaluator._resolve_estimates |
7 |
1 |
0 |
86% |
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MetricEvaluator._vectorized_evaluate |
5 |
0 |
0 |
100% |
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MetricEvaluator._evaluate_without_subgroups |
7 |
1 |
0 |
86% |
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MetricEvaluator._evaluate_with_marginal_subgroups |
6 |
0 |
0 |
100% |
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MetricEvaluator._prepare_subgroup_data_vectorized |
4 |
0 |
0 |
100% |
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MetricEvaluator._prepare_long_format_data |
7 |
0 |
0 |
100% |
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MetricEvaluator._add_error_columns_vectorized |
2 |
0 |
0 |
100% |
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MetricEvaluator._evaluate_metric_vectorized |
14 |
1 |
0 |
93% |
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MetricEvaluator._evaluate_across_sample_metric |
5 |
1 |
0 |
80% |
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MetricEvaluator._evaluate_within_entity_metric |
5 |
0 |
0 |
100% |
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MetricEvaluator._evaluate_two_stage_metric |
10 |
2 |
0 |
80% |
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MetricEvaluator._merge_group_columns |
8 |
0 |
0 |
100% |
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MetricEvaluator._resolve_metric_info |
5 |
1 |
0 |
80% |
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MetricEvaluator._aggregate_lazyframe |
4 |
0 |
0 |
100% |
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MetricEvaluator._get_vectorized_grouping_columns |
22 |
1 |
0 |
95% |
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MetricEvaluator._get_vectorized_grouping_columns.existing |
1 |
0 |
0 |
100% |
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MetricEvaluator._apply_metric_scope_filter |
2 |
0 |
0 |
100% |
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MetricEvaluator._metric_agg_expressions |
1 |
0 |
0 |
100% |
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MetricEvaluator._get_entity_grouping_columns |
5 |
0 |
0 |
100% |
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MetricEvaluator._add_metadata_vectorized |
24 |
4 |
0 |
83% |
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MetricEvaluator._format_exception_message |
1 |
0 |
0 |
100% |
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MetricEvaluator._fallback_metric_info |
5 |
2 |
0 |
60% |
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MetricEvaluator._prepare_error_lazyframe |
5 |
1 |
0 |
80% |
| src/polars_eval_metrics/metric_evaluator.py |
MetricEvaluator._infer_value_kind_from_dtype |
11 |
11 |
0 |
0% |
| src/polars_eval_metrics/metric_evaluator.py |
MetricEvaluator._attach_entity_identifier |
15 |
2 |
0 |
87% |
| src/polars_eval_metrics/metric_evaluator.py |
MetricEvaluator._format_result |
1 |
0 |
0 |
100% |
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MetricEvaluator._collect_long_dataframe |
33 |
2 |
0 |
94% |
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MetricEvaluator._process_estimates |
7 |
1 |
0 |
86% |
| src/polars_eval_metrics/metric_evaluator.py |
MetricEvaluator._process_grouping |
5 |
0 |
0 |
100% |
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MetricEvaluator._compute_subgroup_categories |
22 |
2 |
0 |
91% |
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MetricEvaluator._collect_unique_subgroup_values |
9 |
0 |
0 |
100% |
| src/polars_eval_metrics/metric_evaluator.py |
MetricEvaluator._validate_inputs |
19 |
3 |
0 |
84% |
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(no function) |
78 |
0 |
0 |
100% |
| src/polars_eval_metrics/metric_helpers.py |
create_metric_from_dict |
3 |
0 |
0 |
100% |
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create_metrics |
8 |
0 |
0 |
100% |
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_validate_metric_config |
10 |
1 |
0 |
90% |
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(no function) |
7 |
0 |
2 |
100% |
| src/polars_eval_metrics/metric_registry.py |
MetricNotFoundError.__init__ |
4 |
4 |
0 |
0% |
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MetricRegistry._registry_store |
5 |
2 |
0 |
60% |
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MetricRegistry._registry_names |
1 |
0 |
0 |
100% |
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MetricRegistry._registry_contains |
1 |
0 |
0 |
100% |
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MetricRegistry.register_error |
1 |
0 |
0 |
100% |
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MetricRegistry.get_error |
4 |
1 |
0 |
75% |
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MetricRegistry.generate_error_columns |
3 |
0 |
0 |
100% |
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MetricRegistry.list_errors |
1 |
0 |
0 |
100% |
| src/polars_eval_metrics/metric_registry.py |
MetricRegistry.list_metrics |
1 |
0 |
0 |
100% |
| src/polars_eval_metrics/metric_registry.py |
MetricRegistry.list_summaries |
1 |
0 |
0 |
100% |
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MetricRegistry.has_metric |
1 |
1 |
0 |
0% |
| src/polars_eval_metrics/metric_registry.py |
MetricRegistry.has_summary |
1 |
1 |
0 |
0% |
| src/polars_eval_metrics/metric_registry.py |
MetricRegistry.has_error |
1 |
0 |
0 |
100% |
| src/polars_eval_metrics/metric_registry.py |
MetricRegistry.register_metric |
10 |
0 |
0 |
100% |
| src/polars_eval_metrics/metric_registry.py |
MetricRegistry.register_metric.factory |
4 |
1 |
0 |
75% |
| src/polars_eval_metrics/metric_registry.py |
MetricRegistry.register_summary |
1 |
0 |
0 |
100% |
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MetricRegistry.get_metric |
8 |
2 |
0 |
75% |
| src/polars_eval_metrics/metric_registry.py |
MetricRegistry.get_summary |
7 |
2 |
0 |
71% |
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_error |
1 |
0 |
0 |
100% |
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_absolute_error |
2 |
0 |
0 |
100% |
| src/polars_eval_metrics/metric_registry.py |
_squared_error |
2 |
0 |
0 |
100% |
| src/polars_eval_metrics/metric_registry.py |
_percent_error |
2 |
0 |
0 |
100% |
| src/polars_eval_metrics/metric_registry.py |
_absolute_percent_error |
2 |
0 |
0 |
100% |
| src/polars_eval_metrics/metric_registry.py |
(no function) |
62 |
0 |
0 |
100% |
| src/polars_eval_metrics/result_formatter.py |
convert_to_ard |
11 |
0 |
0 |
100% |
| src/polars_eval_metrics/result_formatter.py |
build_group_pivot |
60 |
4 |
0 |
93% |
| src/polars_eval_metrics/result_formatter.py |
build_group_pivot.metric_order |
3 |
1 |
0 |
67% |
| src/polars_eval_metrics/result_formatter.py |
build_group_pivot.estimate_order |
1 |
0 |
0 |
100% |
| src/polars_eval_metrics/result_formatter.py |
build_group_pivot.sort_default |
4 |
0 |
0 |
100% |
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build_group_pivot.sort_default.parse |
3 |
0 |
0 |
100% |
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build_model_pivot |
55 |
3 |
0 |
95% |
| src/polars_eval_metrics/result_formatter.py |
build_model_pivot.metric_order |
3 |
1 |
0 |
67% |
| src/polars_eval_metrics/result_formatter.py |
build_model_pivot.group_order |
8 |
1 |
0 |
88% |
| src/polars_eval_metrics/result_formatter.py |
build_model_pivot.column_sort_key |
9 |
1 |
0 |
89% |
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_expr_groups |
5 |
0 |
0 |
100% |
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_expr_subgroups |
6 |
0 |
0 |
100% |
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_expr_estimate |
7 |
1 |
0 |
86% |
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_expr_metric_enum |
2 |
0 |
0 |
100% |
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_expr_label_enum |
2 |
0 |
0 |
100% |
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_expr_stat_struct |
19 |
3 |
0 |
84% |
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_expr_context_struct |
11 |
1 |
0 |
91% |
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_infer_value_kind_from_dtype |
11 |
11 |
0 |
0% |
| src/polars_eval_metrics/result_formatter.py |
_pivot_frame |
8 |
0 |
0 |
100% |
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_merge_pivot_frames |
34 |
13 |
0 |
62% |
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_build_pivot_table |
11 |
0 |
0 |
100% |
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format_verbose_frame |
22 |
0 |
0 |
100% |
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format_compact_frame |
6 |
0 |
0 |
100% |
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_flatten_struct_columns |
17 |
3 |
0 |
82% |
| src/polars_eval_metrics/result_formatter.py |
_flatten_struct_columns.drop_all_null |
9 |
1 |
0 |
89% |
| src/polars_eval_metrics/result_formatter.py |
(no function) |
23 |
0 |
0 |
100% |
| src/polars_eval_metrics/table_formatter.py |
pivot_to_gt |
2 |
2 |
0 |
0% |
| src/polars_eval_metrics/table_formatter.py |
ard_to_wide |
1 |
1 |
0 |
0% |
| src/polars_eval_metrics/table_formatter.py |
ard_to_gt |
10 |
10 |
0 |
0% |
| src/polars_eval_metrics/table_formatter.py |
_gt_from_wide |
5 |
5 |
0 |
0% |
| src/polars_eval_metrics/table_formatter.py |
_apply_gt_formatting |
20 |
20 |
0 |
0% |
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_pivot_stub_builder |
3 |
3 |
0 |
0% |
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_pivot_non_json_label |
3 |
3 |
0 |
0% |
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_ard_stub_builder |
14 |
14 |
0 |
0% |
| src/polars_eval_metrics/table_formatter.py |
_ard_non_json_label |
3 |
3 |
0 |
0% |
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(no function) |
16 |
0 |
0 |
100% |
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parse_enum_value |
17 |
2 |
0 |
88% |
| src/polars_eval_metrics/utils.py |
clean_polars_expr_string |
4 |
0 |
0 |
100% |
| src/polars_eval_metrics/utils.py |
format_polars_expr |
6 |
1 |
0 |
83% |
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format_polars_expr_list |
18 |
18 |
0 |
0% |
| src/polars_eval_metrics/utils.py |
parse_json_tokens |
4 |
1 |
0 |
75% |
| src/polars_eval_metrics/utils.py |
parse_json_columns |
6 |
6 |
0 |
0% |
| src/polars_eval_metrics/utils.py |
(no function) |
11 |
0 |
0 |
100% |