Build a Pipeline abstraction #462

mdekstrand · 2024-08-01T22:32:15Z

This advances #444 by implementing a Pipeline class for specifying and running recommender system pipelines.

github-actions · 2024-08-02T15:59:14Z

The GitHub 🤖 has run the tests on your PR.

Covered 93.18% of diff (coverage changed 0.08% from 92.12% to 92.20%).

origin/main...HEAD, staged and unstaged changes

lenskit/lenskit/pipeline/init.py (93.7%): Missing lines 105,157,225,289,291,387-388,406,415,473-474,477,483
lenskit/lenskit/pipeline/common.py (80.0%): Missing lines 28
lenskit/lenskit/pipeline/components.py (72.7%): Missing lines 47,75,81,108,129,135
lenskit/lenskit/pipeline/nodes.py (98.0%): Missing lines 87
lenskit/lenskit/pipeline/types.py (96.4%): Missing lines 65,118

Summary

Total: 337 lines
Missing: 23 lines
Coverage: 93%

Source Coverage Report

Name	Stmts	Miss	Cover
lenskit-funksvd/lenskit/funksvd.py	187	8	96%
lenskit-hpf/lenskit/hpf.py	24	0	100%
lenskit-implicit/lenskit/implicit.py	94	9	90%
lenskit/lenskit/algorithms/__init__.py	67	8	88%
lenskit/lenskit/algorithms/als/__init__.py	3	0	100%
lenskit/lenskit/algorithms/als/common.py	129	2	98%
lenskit/lenskit/algorithms/als/explicit.py	121	3	98%
lenskit/lenskit/algorithms/als/implicit.py	112	1	99%
lenskit/lenskit/algorithms/basic.py	161	4	98%
lenskit/lenskit/algorithms/bias.py	150	3	98%
lenskit/lenskit/algorithms/knn/__init__.py	3	0	100%
lenskit/lenskit/algorithms/knn/item.py	303	17	94%
lenskit/lenskit/algorithms/knn/user.py	178	11	94%
lenskit/lenskit/algorithms/mf_common.py	61	0	100%
lenskit/lenskit/algorithms/ranking.py	75	11	85%
lenskit/lenskit/algorithms/svd.py	75	4	95%
lenskit/lenskit/batch/__init__.py	2	0	100%
lenskit/lenskit/batch/_predict.py	30	2	93%
lenskit/lenskit/batch/_recommend.py	46	4	91%
lenskit/lenskit/crossfold.py	136	2	99%
lenskit/lenskit/data/__init__.py	8	0	100%
lenskit/lenskit/data/checks.py	37	0	100%
lenskit/lenskit/data/dataset.py	364	19	95%
lenskit/lenskit/data/fetch.py	38	28	26%
lenskit/lenskit/data/items.py	176	11	94%
lenskit/lenskit/data/matrix.py	115	5	96%
lenskit/lenskit/data/movielens.py	96	18	81%
lenskit/lenskit/data/mtarray.py	57	3	95%
lenskit/lenskit/data/tables.py	25	0	100%
lenskit/lenskit/data/vocab.py	90	7	92%
lenskit/lenskit/diagnostics.py	4	0	100%
lenskit/lenskit/math/__init__.py	0	0	100%
lenskit/lenskit/math/solve.py	6	0	100%
lenskit/lenskit/metrics/__init__.py	0	0	100%
lenskit/lenskit/metrics/predict.py	32	0	100%
lenskit/lenskit/metrics/topn.py	212	1	99%
lenskit/lenskit/parallel/__init__.py	4	0	100%
lenskit/lenskit/parallel/chunking.py	20	1	95%
lenskit/lenskit/parallel/config.py	65	8	88%
lenskit/lenskit/parallel/invoker.py	31	2	94%
lenskit/lenskit/parallel/pool.py	54	9	83%
lenskit/lenskit/parallel/sequential.py	22	0	100%
lenskit/lenskit/parallel/serialize.py	51	1	98%
lenskit/lenskit/parallel/worker.py	43	3	93%
lenskit/lenskit/pipeline/__init__.py	205	13	94%
lenskit/lenskit/pipeline/common.py	5	1	80%
lenskit/lenskit/pipeline/components.py	22	6	73%
lenskit/lenskit/pipeline/nodes.py	49	1	98%
lenskit/lenskit/pipeline/types.py	56	2	96%
lenskit/lenskit/splitting/__init__.py	4	0	100%
lenskit/lenskit/splitting/holdout.py	56	4	93%
lenskit/lenskit/splitting/records.py	55	0	100%
lenskit/lenskit/splitting/split.py	27	6	78%
lenskit/lenskit/splitting/users.py	60	0	100%
lenskit/lenskit/topn.py	109	25	77%
lenskit/lenskit/util/__init__.py	72	19	74%
lenskit/lenskit/util/envcheck.py	57	44	23%
lenskit/lenskit/util/logging.py	19	0	100%
lenskit/lenskit/util/random.py	26	3	88%
lenskit/lenskit/util/test.py	103	19	82%
lenskit/lenskit/util/timing.py	28	0	100%
TOTAL	4460	348	92%

github-actions · 2024-08-02T16:55:53Z

The GitHub 🤖 has run the tests on your PR.

Covered 92.94% of diff (coverage changed 0.06% from 92.12% to 92.18%).

origin/main...HEAD, staged and unstaged changes

lenskit/lenskit/pipeline/init.py (95.1%): Missing lines 104,156,230,308,310,394,400
lenskit/lenskit/pipeline/common.py (80.0%): Missing lines 28
lenskit/lenskit/pipeline/components.py (72.7%): Missing lines 47,75,81,108,129,135
lenskit/lenskit/pipeline/nodes.py (98.0%): Missing lines 93
lenskit/lenskit/pipeline/runner.py (90.0%): Missing lines 51,53,76-77,106,111,115,133
lenskit/lenskit/pipeline/types.py (96.4%): Missing lines 65,118

Summary

Total: 354 lines
Missing: 25 lines
Coverage: 92%

Source Coverage Report

Name	Stmts	Miss	Cover
lenskit-funksvd/lenskit/funksvd.py	187	8	96%
lenskit-hpf/lenskit/hpf.py	24	0	100%
lenskit-implicit/lenskit/implicit.py	94	9	90%
lenskit/lenskit/algorithms/__init__.py	67	8	88%
lenskit/lenskit/algorithms/als/__init__.py	3	0	100%
lenskit/lenskit/algorithms/als/common.py	129	2	98%
lenskit/lenskit/algorithms/als/explicit.py	121	3	98%
lenskit/lenskit/algorithms/als/implicit.py	112	1	99%
lenskit/lenskit/algorithms/basic.py	161	4	98%
lenskit/lenskit/algorithms/bias.py	150	3	98%
lenskit/lenskit/algorithms/knn/__init__.py	3	0	100%
lenskit/lenskit/algorithms/knn/item.py	303	17	94%
lenskit/lenskit/algorithms/knn/user.py	178	11	94%
lenskit/lenskit/algorithms/mf_common.py	61	0	100%
lenskit/lenskit/algorithms/ranking.py	75	11	85%
lenskit/lenskit/algorithms/svd.py	75	4	95%
lenskit/lenskit/batch/__init__.py	2	0	100%
lenskit/lenskit/batch/_predict.py	30	2	93%
lenskit/lenskit/batch/_recommend.py	46	4	91%
lenskit/lenskit/crossfold.py	136	2	99%
lenskit/lenskit/data/__init__.py	8	0	100%
lenskit/lenskit/data/checks.py	37	0	100%
lenskit/lenskit/data/dataset.py	364	19	95%
lenskit/lenskit/data/fetch.py	38	28	26%
lenskit/lenskit/data/items.py	176	11	94%
lenskit/lenskit/data/matrix.py	115	5	96%
lenskit/lenskit/data/movielens.py	96	18	81%
lenskit/lenskit/data/mtarray.py	57	3	95%
lenskit/lenskit/data/tables.py	25	0	100%
lenskit/lenskit/data/vocab.py	90	7	92%
lenskit/lenskit/diagnostics.py	4	0	100%
lenskit/lenskit/math/__init__.py	0	0	100%
lenskit/lenskit/math/solve.py	6	0	100%
lenskit/lenskit/metrics/__init__.py	0	0	100%
lenskit/lenskit/metrics/predict.py	32	0	100%
lenskit/lenskit/metrics/topn.py	212	1	99%
lenskit/lenskit/parallel/__init__.py	4	0	100%
lenskit/lenskit/parallel/chunking.py	20	1	95%
lenskit/lenskit/parallel/config.py	65	8	88%
lenskit/lenskit/parallel/invoker.py	31	2	94%
lenskit/lenskit/parallel/pool.py	54	9	83%
lenskit/lenskit/parallel/sequential.py	22	0	100%
lenskit/lenskit/parallel/serialize.py	51	1	98%
lenskit/lenskit/parallel/worker.py	43	3	93%
lenskit/lenskit/pipeline/__init__.py	142	7	95%
lenskit/lenskit/pipeline/common.py	5	1	80%
lenskit/lenskit/pipeline/components.py	22	6	73%
lenskit/lenskit/pipeline/nodes.py	49	1	98%
lenskit/lenskit/pipeline/runner.py	80	8	90%
lenskit/lenskit/pipeline/types.py	56	2	96%
lenskit/lenskit/splitting/__init__.py	4	0	100%
lenskit/lenskit/splitting/holdout.py	56	4	93%
lenskit/lenskit/splitting/records.py	55	0	100%
lenskit/lenskit/splitting/split.py	27	6	78%
lenskit/lenskit/splitting/users.py	60	0	100%
lenskit/lenskit/topn.py	109	25	77%
lenskit/lenskit/util/__init__.py	72	19	74%
lenskit/lenskit/util/envcheck.py	57	44	23%
lenskit/lenskit/util/logging.py	19	0	100%
lenskit/lenskit/util/random.py	26	3	88%
lenskit/lenskit/util/test.py	103	19	82%
lenskit/lenskit/util/timing.py	28	0	100%
TOTAL	4477	350	92%

github-actions · 2024-08-02T17:38:33Z

The GitHub 🤖 has run the tests on your PR.

Covered 92.94% of diff (coverage changed 0.06% from 92.12% to 92.18%).

origin/main...HEAD, staged and unstaged changes

lenskit/lenskit/pipeline/init.py (95.1%): Missing lines 104,156,230,308,310,394,400
lenskit/lenskit/pipeline/common.py (80.0%): Missing lines 28
lenskit/lenskit/pipeline/components.py (72.7%): Missing lines 47,79,85,112,133,139
lenskit/lenskit/pipeline/nodes.py (98.0%): Missing lines 93
lenskit/lenskit/pipeline/runner.py (90.0%): Missing lines 51,53,76-77,106,111,115,133
lenskit/lenskit/pipeline/types.py (96.4%): Missing lines 65,118

Summary

Total: 354 lines
Missing: 25 lines
Coverage: 92%

Source Coverage Report

Name	Stmts	Miss	Cover
lenskit-funksvd/lenskit/funksvd.py	187	8	96%
lenskit-hpf/lenskit/hpf.py	24	0	100%
lenskit-implicit/lenskit/implicit.py	94	9	90%
lenskit/lenskit/algorithms/__init__.py	67	8	88%
lenskit/lenskit/algorithms/als/__init__.py	3	0	100%
lenskit/lenskit/algorithms/als/common.py	129	2	98%
lenskit/lenskit/algorithms/als/explicit.py	121	3	98%
lenskit/lenskit/algorithms/als/implicit.py	112	1	99%
lenskit/lenskit/algorithms/basic.py	161	4	98%
lenskit/lenskit/algorithms/bias.py	150	3	98%
lenskit/lenskit/algorithms/knn/__init__.py	3	0	100%
lenskit/lenskit/algorithms/knn/item.py	303	17	94%
lenskit/lenskit/algorithms/knn/user.py	178	11	94%
lenskit/lenskit/algorithms/mf_common.py	61	0	100%
lenskit/lenskit/algorithms/ranking.py	75	11	85%
lenskit/lenskit/algorithms/svd.py	75	4	95%
lenskit/lenskit/batch/__init__.py	2	0	100%
lenskit/lenskit/batch/_predict.py	30	2	93%
lenskit/lenskit/batch/_recommend.py	46	4	91%
lenskit/lenskit/crossfold.py	136	2	99%
lenskit/lenskit/data/__init__.py	8	0	100%
lenskit/lenskit/data/checks.py	37	0	100%
lenskit/lenskit/data/dataset.py	364	19	95%
lenskit/lenskit/data/fetch.py	38	28	26%
lenskit/lenskit/data/items.py	176	11	94%
lenskit/lenskit/data/matrix.py	115	5	96%
lenskit/lenskit/data/movielens.py	96	18	81%
lenskit/lenskit/data/mtarray.py	57	3	95%
lenskit/lenskit/data/tables.py	25	0	100%
lenskit/lenskit/data/vocab.py	90	7	92%
lenskit/lenskit/diagnostics.py	4	0	100%
lenskit/lenskit/math/__init__.py	0	0	100%
lenskit/lenskit/math/solve.py	6	0	100%
lenskit/lenskit/metrics/__init__.py	0	0	100%
lenskit/lenskit/metrics/predict.py	32	0	100%
lenskit/lenskit/metrics/topn.py	212	1	99%
lenskit/lenskit/parallel/__init__.py	4	0	100%
lenskit/lenskit/parallel/chunking.py	20	1	95%
lenskit/lenskit/parallel/config.py	65	8	88%
lenskit/lenskit/parallel/invoker.py	31	2	94%
lenskit/lenskit/parallel/pool.py	54	9	83%
lenskit/lenskit/parallel/sequential.py	22	0	100%
lenskit/lenskit/parallel/serialize.py	51	1	98%
lenskit/lenskit/parallel/worker.py	43	3	93%
lenskit/lenskit/pipeline/__init__.py	142	7	95%
lenskit/lenskit/pipeline/common.py	5	1	80%
lenskit/lenskit/pipeline/components.py	22	6	73%
lenskit/lenskit/pipeline/nodes.py	49	1	98%
lenskit/lenskit/pipeline/runner.py	80	8	90%
lenskit/lenskit/pipeline/types.py	56	2	96%
lenskit/lenskit/splitting/__init__.py	4	0	100%
lenskit/lenskit/splitting/holdout.py	56	4	93%
lenskit/lenskit/splitting/records.py	55	0	100%
lenskit/lenskit/splitting/split.py	27	6	78%
lenskit/lenskit/splitting/users.py	60	0	100%
lenskit/lenskit/topn.py	109	25	77%
lenskit/lenskit/util/__init__.py	72	19	74%
lenskit/lenskit/util/envcheck.py	57	44	23%
lenskit/lenskit/util/logging.py	19	0	100%
lenskit/lenskit/util/random.py	26	3	88%
lenskit/lenskit/util/test.py	103	19	82%
lenskit/lenskit/util/timing.py	28	0	100%
TOTAL	4477	350	92%

github-actions · 2024-08-02T18:57:24Z

The GitHub 🤖 has run the tests on your PR.

Covered 94.87% of diff (coverage changed 0.22% from 92.12% to 92.33%).

origin/main...HEAD, staged and unstaged changes

lenskit/lenskit/pipeline/init.py (95.1%): Missing lines 104,156,230,308,310,394,400
lenskit/lenskit/pipeline/common.py (80.0%): Missing lines 28
lenskit/lenskit/pipeline/components.py (72.7%): Missing lines 47,79,85,112,133,139
lenskit/lenskit/pipeline/nodes.py (98.0%): Missing lines 93
lenskit/lenskit/pipeline/runner.py (98.7%): Missing lines 112
lenskit/lenskit/pipeline/types.py (96.4%): Missing lines 65,118

Summary

Total: 351 lines
Missing: 18 lines
Coverage: 94%

Source Coverage Report

Name	Stmts	Miss	Cover
lenskit-funksvd/lenskit/funksvd.py	187	8	96%
lenskit-hpf/lenskit/hpf.py	24	0	100%
lenskit-implicit/lenskit/implicit.py	94	9	90%
lenskit/lenskit/algorithms/__init__.py	67	8	88%
lenskit/lenskit/algorithms/als/__init__.py	3	0	100%
lenskit/lenskit/algorithms/als/common.py	129	2	98%
lenskit/lenskit/algorithms/als/explicit.py	121	3	98%
lenskit/lenskit/algorithms/als/implicit.py	112	1	99%
lenskit/lenskit/algorithms/basic.py	161	4	98%
lenskit/lenskit/algorithms/bias.py	150	3	98%
lenskit/lenskit/algorithms/knn/__init__.py	3	0	100%
lenskit/lenskit/algorithms/knn/item.py	303	17	94%
lenskit/lenskit/algorithms/knn/user.py	178	11	94%
lenskit/lenskit/algorithms/mf_common.py	61	0	100%
lenskit/lenskit/algorithms/ranking.py	75	11	85%
lenskit/lenskit/algorithms/svd.py	75	4	95%
lenskit/lenskit/batch/__init__.py	2	0	100%
lenskit/lenskit/batch/_predict.py	30	2	93%
lenskit/lenskit/batch/_recommend.py	46	4	91%
lenskit/lenskit/crossfold.py	136	2	99%
lenskit/lenskit/data/__init__.py	8	0	100%
lenskit/lenskit/data/checks.py	37	0	100%
lenskit/lenskit/data/dataset.py	364	19	95%
lenskit/lenskit/data/fetch.py	38	28	26%
lenskit/lenskit/data/items.py	176	11	94%
lenskit/lenskit/data/matrix.py	115	5	96%
lenskit/lenskit/data/movielens.py	96	18	81%
lenskit/lenskit/data/mtarray.py	57	3	95%
lenskit/lenskit/data/tables.py	25	0	100%
lenskit/lenskit/data/vocab.py	90	7	92%
lenskit/lenskit/diagnostics.py	4	0	100%
lenskit/lenskit/math/__init__.py	0	0	100%
lenskit/lenskit/math/solve.py	6	0	100%
lenskit/lenskit/metrics/__init__.py	0	0	100%
lenskit/lenskit/metrics/predict.py	32	0	100%
lenskit/lenskit/metrics/topn.py	212	1	99%
lenskit/lenskit/parallel/__init__.py	4	0	100%
lenskit/lenskit/parallel/chunking.py	20	1	95%
lenskit/lenskit/parallel/config.py	65	8	88%
lenskit/lenskit/parallel/invoker.py	31	2	94%
lenskit/lenskit/parallel/pool.py	54	9	83%
lenskit/lenskit/parallel/sequential.py	22	0	100%
lenskit/lenskit/parallel/serialize.py	51	1	98%
lenskit/lenskit/parallel/worker.py	43	3	93%
lenskit/lenskit/pipeline/__init__.py	142	7	95%
lenskit/lenskit/pipeline/common.py	5	1	80%
lenskit/lenskit/pipeline/components.py	22	6	73%
lenskit/lenskit/pipeline/nodes.py	49	1	98%
lenskit/lenskit/pipeline/runner.py	77	1	99%
lenskit/lenskit/pipeline/types.py	56	2	96%
lenskit/lenskit/splitting/__init__.py	4	0	100%
lenskit/lenskit/splitting/holdout.py	56	4	93%
lenskit/lenskit/splitting/records.py	55	0	100%
lenskit/lenskit/splitting/split.py	27	6	78%
lenskit/lenskit/splitting/users.py	60	0	100%
lenskit/lenskit/topn.py	109	25	77%
lenskit/lenskit/util/__init__.py	72	19	74%
lenskit/lenskit/util/envcheck.py	57	44	23%
lenskit/lenskit/util/logging.py	19	0	100%
lenskit/lenskit/util/random.py	26	3	88%
lenskit/lenskit/util/test.py	103	19	82%
lenskit/lenskit/util/timing.py	28	0	100%
TOTAL	4474	343	92%

github-actions · 2024-08-02T19:31:48Z

The GitHub 🤖 has run the tests on your PR.

Covered 95.24% of diff (coverage changed 0.25% from 92.12% to 92.36%).

origin/main...HEAD, staged and unstaged changes

lenskit/lenskit/data/dataset.py (100%)
lenskit/lenskit/pipeline/init.py (95.3%): Missing lines 104,156,230,308,310,400,406
lenskit/lenskit/pipeline/common.py (80.0%): Missing lines 28
lenskit/lenskit/pipeline/components.py (76.2%): Missing lines 51,57,83,104,110
lenskit/lenskit/pipeline/nodes.py (98.0%): Missing lines 93
lenskit/lenskit/pipeline/runner.py (98.7%): Missing lines 112
lenskit/lenskit/pipeline/types.py (96.4%): Missing lines 65,118

Summary

Total: 357 lines
Missing: 17 lines
Coverage: 95%

Source Coverage Report

Name	Stmts	Miss	Cover
lenskit-funksvd/lenskit/funksvd.py	187	8	96%
lenskit-hpf/lenskit/hpf.py	24	0	100%
lenskit-implicit/lenskit/implicit.py	94	9	90%
lenskit/lenskit/algorithms/__init__.py	67	8	88%
lenskit/lenskit/algorithms/als/__init__.py	3	0	100%
lenskit/lenskit/algorithms/als/common.py	129	2	98%
lenskit/lenskit/algorithms/als/explicit.py	121	3	98%
lenskit/lenskit/algorithms/als/implicit.py	112	1	99%
lenskit/lenskit/algorithms/basic.py	161	4	98%
lenskit/lenskit/algorithms/bias.py	150	3	98%
lenskit/lenskit/algorithms/knn/__init__.py	3	0	100%
lenskit/lenskit/algorithms/knn/item.py	303	17	94%
lenskit/lenskit/algorithms/knn/user.py	178	11	94%
lenskit/lenskit/algorithms/mf_common.py	61	0	100%
lenskit/lenskit/algorithms/ranking.py	75	11	85%
lenskit/lenskit/algorithms/svd.py	75	4	95%
lenskit/lenskit/batch/__init__.py	2	0	100%
lenskit/lenskit/batch/_predict.py	30	2	93%
lenskit/lenskit/batch/_recommend.py	46	4	91%
lenskit/lenskit/crossfold.py	136	2	99%
lenskit/lenskit/data/__init__.py	8	0	100%
lenskit/lenskit/data/checks.py	37	0	100%
lenskit/lenskit/data/dataset.py	364	19	95%
lenskit/lenskit/data/fetch.py	38	28	26%
lenskit/lenskit/data/items.py	176	11	94%
lenskit/lenskit/data/matrix.py	115	5	96%
lenskit/lenskit/data/movielens.py	96	18	81%
lenskit/lenskit/data/mtarray.py	57	3	95%
lenskit/lenskit/data/tables.py	25	0	100%
lenskit/lenskit/data/vocab.py	90	7	92%
lenskit/lenskit/diagnostics.py	4	0	100%
lenskit/lenskit/math/__init__.py	0	0	100%
lenskit/lenskit/math/solve.py	6	0	100%
lenskit/lenskit/metrics/__init__.py	0	0	100%
lenskit/lenskit/metrics/predict.py	32	0	100%
lenskit/lenskit/metrics/topn.py	212	1	99%
lenskit/lenskit/parallel/__init__.py	4	0	100%
lenskit/lenskit/parallel/chunking.py	20	1	95%
lenskit/lenskit/parallel/config.py	65	8	88%
lenskit/lenskit/parallel/invoker.py	31	2	94%
lenskit/lenskit/parallel/pool.py	54	9	83%
lenskit/lenskit/parallel/sequential.py	22	0	100%
lenskit/lenskit/parallel/serialize.py	51	1	98%
lenskit/lenskit/parallel/worker.py	43	3	93%
lenskit/lenskit/pipeline/__init__.py	148	7	95%
lenskit/lenskit/pipeline/common.py	5	1	80%
lenskit/lenskit/pipeline/components.py	21	5	76%
lenskit/lenskit/pipeline/nodes.py	49	1	98%
lenskit/lenskit/pipeline/runner.py	77	1	99%
lenskit/lenskit/pipeline/types.py	56	2	96%
lenskit/lenskit/splitting/__init__.py	4	0	100%
lenskit/lenskit/splitting/holdout.py	56	4	93%
lenskit/lenskit/splitting/records.py	55	0	100%
lenskit/lenskit/splitting/split.py	27	6	78%
lenskit/lenskit/splitting/users.py	60	0	100%
lenskit/lenskit/topn.py	109	25	77%
lenskit/lenskit/util/__init__.py	72	19	74%
lenskit/lenskit/util/envcheck.py	57	44	23%
lenskit/lenskit/util/logging.py	19	0	100%
lenskit/lenskit/util/random.py	26	3	88%
lenskit/lenskit/util/test.py	103	19	82%
lenskit/lenskit/util/timing.py	28	0	100%
TOTAL	4479	342	92%

github-actions · 2024-08-02T20:04:13Z

The GitHub 🤖 has run the tests on your PR.

Covered 95.57% of diff (coverage changed 0.28% from 92.12% to 92.39%).

origin/main...HEAD, staged and unstaged changes

lenskit/lenskit/data/dataset.py (100%)
lenskit/lenskit/pipeline/init.py (96.1%): Missing lines 162,236,314,316,406,412
lenskit/lenskit/pipeline/common.py (80.0%): Missing lines 28
lenskit/lenskit/pipeline/components.py (76.2%): Missing lines 51,57,83,104,110
lenskit/lenskit/pipeline/nodes.py (98.0%): Missing lines 93
lenskit/lenskit/pipeline/runner.py (98.7%): Missing lines 112
lenskit/lenskit/pipeline/types.py (96.4%): Missing lines 65,118

Summary

Total: 361 lines
Missing: 16 lines
Coverage: 95%

Source Coverage Report

Name	Stmts	Miss	Cover
lenskit-funksvd/lenskit/funksvd.py	187	8	96%
lenskit-hpf/lenskit/hpf.py	24	0	100%
lenskit-implicit/lenskit/implicit.py	94	9	90%
lenskit/lenskit/algorithms/__init__.py	67	8	88%
lenskit/lenskit/algorithms/als/__init__.py	3	0	100%
lenskit/lenskit/algorithms/als/common.py	129	2	98%
lenskit/lenskit/algorithms/als/explicit.py	121	3	98%
lenskit/lenskit/algorithms/als/implicit.py	112	1	99%
lenskit/lenskit/algorithms/basic.py	161	4	98%
lenskit/lenskit/algorithms/bias.py	150	3	98%
lenskit/lenskit/algorithms/knn/__init__.py	3	0	100%
lenskit/lenskit/algorithms/knn/item.py	303	17	94%
lenskit/lenskit/algorithms/knn/user.py	178	11	94%
lenskit/lenskit/algorithms/mf_common.py	61	0	100%
lenskit/lenskit/algorithms/ranking.py	75	11	85%
lenskit/lenskit/algorithms/svd.py	75	4	95%
lenskit/lenskit/batch/__init__.py	2	0	100%
lenskit/lenskit/batch/_predict.py	30	2	93%
lenskit/lenskit/batch/_recommend.py	46	4	91%
lenskit/lenskit/crossfold.py	136	2	99%
lenskit/lenskit/data/__init__.py	8	0	100%
lenskit/lenskit/data/checks.py	37	0	100%
lenskit/lenskit/data/dataset.py	364	19	95%
lenskit/lenskit/data/fetch.py	38	28	26%
lenskit/lenskit/data/items.py	176	11	94%
lenskit/lenskit/data/matrix.py	115	5	96%
lenskit/lenskit/data/movielens.py	96	18	81%
lenskit/lenskit/data/mtarray.py	57	3	95%
lenskit/lenskit/data/tables.py	25	0	100%
lenskit/lenskit/data/vocab.py	90	7	92%
lenskit/lenskit/diagnostics.py	4	0	100%
lenskit/lenskit/math/__init__.py	0	0	100%
lenskit/lenskit/math/solve.py	6	0	100%
lenskit/lenskit/metrics/__init__.py	0	0	100%
lenskit/lenskit/metrics/predict.py	32	0	100%
lenskit/lenskit/metrics/topn.py	212	1	99%
lenskit/lenskit/parallel/__init__.py	4	0	100%
lenskit/lenskit/parallel/chunking.py	20	1	95%
lenskit/lenskit/parallel/config.py	65	8	88%
lenskit/lenskit/parallel/invoker.py	31	2	94%
lenskit/lenskit/parallel/pool.py	54	9	83%
lenskit/lenskit/parallel/sequential.py	22	0	100%
lenskit/lenskit/parallel/serialize.py	51	1	98%
lenskit/lenskit/parallel/worker.py	43	3	93%
lenskit/lenskit/pipeline/__init__.py	152	6	96%
lenskit/lenskit/pipeline/common.py	5	1	80%
lenskit/lenskit/pipeline/components.py	21	5	76%
lenskit/lenskit/pipeline/nodes.py	49	1	98%
lenskit/lenskit/pipeline/runner.py	77	1	99%
lenskit/lenskit/pipeline/types.py	56	2	96%
lenskit/lenskit/splitting/__init__.py	4	0	100%
lenskit/lenskit/splitting/holdout.py	56	4	93%
lenskit/lenskit/splitting/records.py	55	0	100%
lenskit/lenskit/splitting/split.py	27	6	78%
lenskit/lenskit/splitting/users.py	60	0	100%
lenskit/lenskit/topn.py	109	25	77%
lenskit/lenskit/util/__init__.py	72	19	74%
lenskit/lenskit/util/envcheck.py	57	44	23%
lenskit/lenskit/util/logging.py	19	0	100%
lenskit/lenskit/util/random.py	26	3	88%
lenskit/lenskit/util/test.py	103	19	82%
lenskit/lenskit/util/timing.py	28	0	100%
TOTAL	4483	341	92%

mdekstrand added the internals Internal infrastructure (parallelism, math, etc.) label Aug 1, 2024

mdekstrand added this to the 2024.1 milestone Aug 1, 2024

mdekstrand added 28 commits August 2, 2024 11:37

add initial draft of pipeline abstraction

008404f

refactor pipeline docs slightly

f88bc1f

add missing headers

c1b1b3d

doc updates

a051adb

clean up some type tests & docs

f21e449

fix doc syntax

e8c5231

document fallback todo

8897711

quick scorer note

363de4f

document common pipeline names

f7ce0ea

Add the replace_component and alias methods

77124a8

add serialization docs

d89e82a

test format

953d19b

implement working typechecks

b67b598

initial tests for pipeline behavior

02c097e

we can start to run pipelines

c6711d5

pipelines don't have caches rn

a5ae7d6

fix infinite loop in edge cases of graph topology

1a02b74

support literal nodes

bf02aa3

support defaults

c7f6186

lazily type-check inputs

5831469

clean up component replacement tests

4d8bb13

implement fallback nodes

0bbe241

fix typing import

05a29e3

fix tests for windows int width

616ff4c

refactor nodes into separate package

c0ebf7f

move pipeline into top level

9ec5704

document nodes as opaque

6f030cc

update type-check logic for python 3.10

6e52078

mdekstrand force-pushed the feature/pipeline branch from 952289d to 6e52078 Compare August 2, 2024 15:39

rewrite pipeline run for readability

89f75ed

document JSON config

60224f0

mdekstrand added 2 commits August 2, 2024 14:40

improve test coverage and test cycle detection

1e11f08

cover + test fallback failure

92340f7

mdekstrand added 2 commits August 2, 2024 15:14

get training working

6fb6518

fix pipeline types

06ca3b9

add 'missing' option to node method

69be637

mdekstrand marked this pull request as ready for review August 2, 2024 20:08

mdekstrand merged commit b157854 into lenskit:main Aug 2, 2024
38 checks passed

mdekstrand deleted the feature/pipeline branch August 2, 2024 20:09

This was referenced Aug 2, 2024

Support config-based pipeline cloning #463

Merged

Prototype using new LensKit pipeline abstraction CCRI-POPROX/poprox-recommender#81

Merged

mdekstrand added pipeline LensKit pipeline abstraction and removed internals Internal infrastructure (parallelism, math, etc.) labels Aug 9, 2024

mdekstrand mentioned this pull request Sep 26, 2024

Implement general Pipeline abstraction #444

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Build a Pipeline abstraction #462

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