perf: Lazy-load display and plotting backends

[thomass-dev]

Based on https://peps.python.org/pep-0562/.

[github-actions]

Coverage Report for skore/

File	Stmts	Miss	Branch	BrPart	Cover	Missing
skore/src/skore
__init__.py	44	3	2	0	93%	105, 131–132
_config.py	58	3	12	1	94%	70, 117–118
_exceptions.py	4	4	0	0	0%	4, 15, 19, 23
skore/src/skore/_checks
__init__.py	20	0	0	0	100%
accessor.py	35	0	14	0	100%
base.py	103	0	28	2	100%
skd001_overfitting.py	21	0	4	0	100%
skd002_underfitting.py	22	0	2	0	100%
skd003_metrics_consistency.py	31	0	8	0	100%
skd004_high_class_imbalance.py	25	0	4	0	100%
skd005_underrepresented_classes.py	25	0	4	0	100%
skd006_coefficients_interpretation.py	22	0	4	0	100%
skd007_mdi_high_cardinality_bias.py	25	0	4	0	100%
skd008_correlated_features.py	28	0	6	0	100%
skd009_worse_than_baseline.py	35	1	10	1	97%	67
skd010_slower_than_baseline.py	46	0	12	0	100%
skd011_golden_feature.py	55	0	16	0	100%
skd012_useless_features.py	24	0	2	0	100%
skd013_train_test_time_overlap.py	33	0	14	0	100%
skd014_hyperparams_at_search_edge.py	53	1	26	1	98%	90
skd015_search_params_to_tune.py	43	0	18	1	100%
skd016_estimator_not_tuned.py	37	0	14	0	100%
tunable_hyperparameters.py	5	0	0	0	100%
utils.py	170	0	70	1	100%
skore/src/skore/_dispatch
__init__.py	3	0	0	0	100%
compare.py	5	0	0	0	100%
evaluate.py	44	0	22	0	100%
skore/src/skore/_displays
__init__.py	12	1	2	0	91%	43
base.py	73	2	14	1	97%	74–75
utils.py	158	3	76	4	98%	256–257, 456
skore/src/skore/_displays/data
__init__.py	12	4	2	1	66%	16–18, 24
table_report.py	191	1	60	2	99%	736
skore/src/skore/_displays/inspection
__init__.py	0	0	0	0	100%
calibration_curve.py	80	11	14	8	86%	124–127, 129, 134–135, 238, 241–242, 272
coefficients.py	199	0	98	1	100%
impurity_decrease.py	101	2	34	3	98%	447, 491
permutation_importance.py	197	1	90	1	99%	663
utils.py	32	0	10	0	100%
skore/src/skore/_displays/metrics
__init__.py	12	4	2	1	66%	32–34, 40
confusion_matrix.py	197	0	66	2	100%
metrics_summary_display.py	173	0	62	1	100%
precision_recall_curve.py	116	0	32	1	100%
prediction_error.py	175	0	58	2	100%
roc_curve.py	120	0	34	2	100%
skore/src/skore/_metrics
__init__.py	3	0	0	0	100%
metrics.py	373	1	86	1	99%	472
registry.py	29	0	12	0	100%
skore/src/skore/_plugins
__init__.py	12	0	0	0	100%
requirements.py	66	2	26	0	96%	78–79
serde.py	32	0	8	0	100%
skore/src/skore/_plugins/hub
__init__.py	9	2	0	0	77%	15, 20
exception.py	2	0	0	0	100%
json.py	10	1	2	1	90%	16
metric.py	37	2	8	2	94%	85, 93
skore/src/skore/_plugins/hub/artifact
__init__.py	0	0	0	0	100%
artifact.py	23	0	4	0	100%
environment.py	15	3	0	0	80%	50–52
pickle.py	29	0	6	0	100%
serializer.py	27	0	2	0	100%
upload.py	26	0	4	0	100%
skore/src/skore/_plugins/hub/artifact/media
__init__.py	6	0	0	0	100%
checks.py	13	0	0	0	100%
data.py	23	0	0	0	100%
inspection.py	58	0	10	0	100%
media.py	12	0	0	0	100%
model.py	10	0	0	0	100%
performance.py	57	0	0	0	100%
skore/src/skore/_plugins/hub/authentication
__init__.py	0	0	0	0	100%
apikey.py	7	0	0	0	100%
login.py	28	4	4	2	85%	37, 42–43, 52
token.py	80	0	8	0	100%
uri.py	6	0	0	0	100%
skore/src/skore/_plugins/hub/client
__init__.py	0	0	0	0	100%
client.py	88	10	18	3	88%	140, 187–189, 191–192, 194, 196, 198, 230
skore/src/skore/_plugins/hub/project
__init__.py	0	0	0	0	100%
project.py	143	6	28	5	95%	88, 113, 128, 328, 426, 456
skore/src/skore/_plugins/hub/report
__init__.py	3	0	0	0	100%
cross_validation_report.py	191	6	44	3	96%	188–192, 207
estimator_report.py	17	0	0	0	100%
report.py	74	1	8	1	98%	191
skore/src/skore/_plugins/local
__init__.py	2	0	0	0	100%
project.py	250	3	58	2	98%	455, 495, 516
skore/src/skore/_plugins/mlflow
__init__.py	5	0	0	0	100%
project.py	281	24	72	10	91%	47, 49–51, 129, 236, 254, 272–273, 362, 413, 497, 521, 523, 539, 541–546, 548–550
reports.py	160	6	36	5	96%	129, 176, 214–215, 277, 288
skore/src/skore/_project
__init__.py	0	0	0	0	100%
dependencies.py	19	0	6	0	100%
git.py	30	0	4	0	100%
login.py	17	3	6	2	82%	57, 66–67
plugin.py	9	0	0	0	100%
project.py	76	1	26	1	98%	153
protocol.py	5	5	0	0	0%	3, 5, 7, 13, 16
summary.py	118	1	48	1	99%	108
sync.py	41	0	10	0	100%
types.py	4	0	0	0	100%
skore/src/skore/_reports
__init__.py	4	0	0	0	100%
base.py	157	6	42	6	96%	70, 221, 298, 307, 313, 348
skore/src/skore/_reports/comparison
__init__.py	9	0	0	0	100%
inspection.py	23	0	2	0	100%
metrics.py	118	2	26	2	98%	425, 686
report.py	188	7	90	6	96%	277–278, 482, 601, 683–685
skore/src/skore/_reports/cross_validation
__init__.py	11	0	0	0	100%
data.py	40	2	14	2	95%	53, 79
inspection.py	23	0	2	0	100%
metrics.py	102	5	18	2	95%	111–112, 114, 117, 631
report.py	202	9	46	5	95%	231, 236, 247, 252, 354, 596, 737–739
skore/src/skore/_reports/estimator
__init__.py	11	0	0	0	100%
data.py	61	1	28	1	98%	69
inspection.py	39	1	8	2	97%	304
metrics.py	126	0	26	0	100%
report.py	322	10	88	7	96%	64, 80, 299, 381, 435, 685, 770, 865–867
skore/src/skore/_sklearn
__init__.py	2	0	0	0	100%
feature_names.py	28	0	12	0	100%
find_ml_task.py	61	0	46	1	100%
train_test_split.py	17	0	0	0	100%
types.py	18	1	0	0	94%	36
skore/src/skore/_utils
__init__.py	6	2	0	0	66%	8, 13
accessor.py	106	20	30	11	81%	13, 36, 61–65, 68, 70–71, 76, 81, 83, 85, 92–94, 164, 216, 236
cache.py	37	0	2	1	100%
cache_key.py	38	6	24	6	84%	22, 24, 26, 53, 61, 70
callable.py	9	0	4	0	100%
dataframe.py	55	0	22	0	100%
docscrape.py	44	2	12	1	95%	32–33
environment.py	33	1	10	2	96%	49
fixes.py	8	0	2	0	100%
index.py	15	0	8	0	100%
measure_time.py	10	0	0	0	100%
parallel.py	16	0	0	0	100%
patch.py	21	12	8	8	42%	30, 35–39, 42–43, 46–47, 58, 60
progress_bar.py	42	4	4	0	90%	53–54, 64–65
show_versions.py	66	0	22	0	100%
skrub.py	45	1	8	1	97%	38
testing.py	128	14	12	2	89%	24, 33, 71–72, 94, 193, 202, 213–218, 220
uuid.py	18	4	10	4	77%	7, 17, 23, 26
skore/src/skore/_utils/repr
__init__.py	2	0	0	0	100%
base.py	54	0	4	0	100%
data.py	150	0	36	1	100%
html_repr.py	40	0	0	0	100%
markdown.py	57	0	22	0	100%
rich_repr.py	94	0	34	3	100%
utils.py	20	0	2	0	100%
TOTAL	8066	232	2218	150	97%

Tests	Skipped	Failures	Errors	Time
2969	3 💤	0 ❌	0 🔥	4m 49s ⏱️

[github-actions]

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