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Title: make diff of time series to compare test productions+AliasDataFrame by miranov25 · Pull Request #2014 · AliceO2Group/O2DPG · GitHub

Open Graph Title: make diff of time series to compare test productions+AliasDataFrame by miranov25 · Pull Request #2014 · AliceO2Group/O2DPG

X Title: make diff of time series to compare test productions+AliasDataFrame by miranov25 · Pull Request #2014 · AliceO2Group/O2DPG

Description: Adding - AliasDataFrame is a small utility that extends pandas.DataFrame functionality by enabling: Lazy evaluation of derived columns via named aliases Automatic dependency resolution across alia...

Open Graph Description: Adding - AliasDataFrame is a small utility that extends pandas.DataFrame functionality by enabling: Lazy evaluation of derived columns via named aliases Automatic dependency resolution across alia...

X Description: Adding - AliasDataFrame is a small utility that extends pandas.DataFrame functionality by enabling: Lazy evaluation of derived columns via named aliases Automatic dependency resolution across alia...

Opengraph URL: https://github.com/AliceO2Group/O2DPG/pull/2014

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June 4, 2025 13:58https://patch-diff.githubusercontent.com/AliceO2Group/O2DPG/pull/2014#commits-pushed-664db50
Add dependency-aware alias materialization with optional cleanup and …https://patch-diff.githubusercontent.com/AliceO2Group/O2DPG/pull/2014/commits/664db503de065d9b631661be3c59c0d1ae7981df
664db50https://patch-diff.githubusercontent.com/AliceO2Group/O2DPG/pull/2014/commits/664db503de065d9b631661be3c59c0d1ae7981df
Extended usnit test for the sub_frameshttps://patch-diff.githubusercontent.com/AliceO2Group/O2DPG/pull/2014/commits/679141b8879771b0b0c0789c47b3ce95be9a0aba
679141bhttps://patch-diff.githubusercontent.com/AliceO2Group/O2DPG/pull/2014/commits/679141b8879771b0b0c0789c47b3ce95be9a0aba
Add extended unit tests for AliasDataFrame including lazy join and er…https://patch-diff.githubusercontent.com/AliceO2Group/O2DPG/pull/2014/commits/6561696cce944ce549af531fad93451d47396561
6561696https://patch-diff.githubusercontent.com/AliceO2Group/O2DPG/pull/2014/commits/6561696cce944ce549af531fad93451d47396561
fixed - Circular dependency detectionhttps://patch-diff.githubusercontent.com/AliceO2Group/O2DPG/pull/2014/commits/3aae8eed1967e883bb1e18f4d0f018bf6edfa809
3aae8eehttps://patch-diff.githubusercontent.com/AliceO2Group/O2DPG/pull/2014/commits/3aae8eed1967e883bb1e18f4d0f018bf6edfa809
fixing all unit test - except oth the automatic materializationhttps://patch-diff.githubusercontent.com/AliceO2Group/O2DPG/pull/2014/commits/6759c26539e6ed4b0a271fd6e9432a9555114277
6759c26https://patch-diff.githubusercontent.com/AliceO2Group/O2DPG/pull/2014/commits/6759c26539e6ed4b0a271fd6e9432a9555114277
June 25, 2025 13:37https://patch-diff.githubusercontent.com/AliceO2Group/O2DPG/pull/2014#commits-pushed-4d44bb2
adding conversions to the function listhttps://patch-diff.githubusercontent.com/AliceO2Group/O2DPG/pull/2014/commits/4d44bb23b231af583563d41d6eaa45f9a305dc38
4d44bb2https://patch-diff.githubusercontent.com/AliceO2Group/O2DPG/pull/2014/commits/4d44bb23b231af583563d41d6eaa45f9a305dc38
adding chunksize and compression as argumenthttps://patch-diff.githubusercontent.com/AliceO2Group/O2DPG/pull/2014/commits/cb4b5d1709a9efe4be2c5be841262066ef048a4e
cb4b5d1https://patch-diff.githubusercontent.com/AliceO2Group/O2DPG/pull/2014/commits/cb4b5d1709a9efe4be2c5be841262066ef048a4e
adding chunksize and compression as argumenthttps://patch-diff.githubusercontent.com/AliceO2Group/O2DPG/pull/2014/commits/87fa5212a68c60ea7a6889c0095b782c9aedea25
87fa521https://patch-diff.githubusercontent.com/AliceO2Group/O2DPG/pull/2014/commits/87fa5212a68c60ea7a6889c0095b782c9aedea25
adding df drawing interface similar to the tree::Drawhttps://patch-diff.githubusercontent.com/AliceO2Group/O2DPG/pull/2014/commits/4ef69733c54d815a6ef4044c134a64c44c53d922
4ef6973https://patch-diff.githubusercontent.com/AliceO2Group/O2DPG/pull/2014/commits/4ef69733c54d815a6ef4044c134a64c44c53d922
docs(quantile_fit_nd): add v3.1 Δq-centered ND quantile fitting spechttps://patch-diff.githubusercontent.com/AliceO2Group/O2DPG/pull/2014/commits/512323dc7041979c9eb3a47a33812e1b6594a890
512323dhttps://patch-diff.githubusercontent.com/AliceO2Group/O2DPG/pull/2014/commits/512323dc7041979c9eb3a47a33812e1b6594a890
Commit latest working version of AliasDataFramehttps://patch-diff.githubusercontent.com/AliceO2Group/O2DPG/pull/2014/commits/257d2eaa37002bf2c33ae87b4d6de9d9e2c85a54
257d2eahttps://patch-diff.githubusercontent.com/AliceO2Group/O2DPG/pull/2014/commits/257d2eaa37002bf2c33ae87b4d6de9d9e2c85a54
Commit latest working version of perfoemance_logger.pyhttps://patch-diff.githubusercontent.com/AliceO2Group/O2DPG/pull/2014/commits/fc54430efaf912f687c701fc5666d3ab0fa74a51
fc54430https://patch-diff.githubusercontent.com/AliceO2Group/O2DPG/pull/2014/commits/fc54430efaf912f687c701fc5666d3ab0fa74a51
Commit latest working version of groupby_regression.pyhttps://patch-diff.githubusercontent.com/AliceO2Group/O2DPG/pull/2014/commits/161f0f056efb10dba63ce5184bfb00aeea46121c
161f0f0https://patch-diff.githubusercontent.com/AliceO2Group/O2DPG/pull/2014/commits/161f0f056efb10dba63ce5184bfb00aeea46121c
feat(DataFrameUtils): Enhance docstrings and error handling for scatt…https://patch-diff.githubusercontent.com/AliceO2Group/O2DPG/pull/2014/commits/53db0b8f9eba117a5ab328555a4cf9d34d42d708
53db0b8https://patch-diff.githubusercontent.com/AliceO2Group/O2DPG/pull/2014/commits/53db0b8f9eba117a5ab328555a4cf9d34d42d708
feat(dfextensions): add ND quantile fitting (Δq-centered) + tests & b…https://patch-diff.githubusercontent.com/AliceO2Group/O2DPG/pull/2014/commits/0ae7eac5c148eaae39967d58f6186b01f12dc4a7
0ae7eachttps://patch-diff.githubusercontent.com/AliceO2Group/O2DPG/pull/2014/commits/0ae7eac5c148eaae39967d58f6186b01f12dc4a7
test(dfextensions): fix quantile ND tests vs synthetic truth; add rob…https://patch-diff.githubusercontent.com/AliceO2Group/O2DPG/pull/2014/commits/273d6f8143cd509fec941123848d2d59f48c1bd5
273d6f8https://patch-diff.githubusercontent.com/AliceO2Group/O2DPG/pull/2014/commits/273d6f8143cd509fec941123848d2d59f48c1bd5
fix(quantile_fit_nd): exclude q_center from nuisance axes; silence si…https://patch-diff.githubusercontent.com/AliceO2Group/O2DPG/pull/2014/commits/6d65a124961c18f66a3364f234e94199ecc8110b
6d65a12https://patch-diff.githubusercontent.com/AliceO2Group/O2DPG/pull/2014/commits/6d65a124961c18f66a3364f234e94199ecc8110b
fix(dfextensions/quantile_fit_nd): evaluator axis bug + window-local …https://patch-diff.githubusercontent.com/AliceO2Group/O2DPG/pull/2014/commits/b4b5b4120f790e0f60dad89e0b067558df92f4e2
b4b5b41https://patch-diff.githubusercontent.com/AliceO2Group/O2DPG/pull/2014/commits/b4b5b4120f790e0f60dad89e0b067558df92f4e2
tests(quantile_fit_nd): snapshot pre-fix state with rich diagnostics …https://patch-diff.githubusercontent.com/AliceO2Group/O2DPG/pull/2014/commits/a578c1769bf6996724d59a880cd85594f8a36d51
a578c17https://patch-diff.githubusercontent.com/AliceO2Group/O2DPG/pull/2014/commits/a578c1769bf6996724d59a880cd85594f8a36d51
fix(quantile_fit_nd): do not floor degenerate Δq windows; keep NaN an…https://patch-diff.githubusercontent.com/AliceO2Group/O2DPG/pull/2014/commits/5d9cacdd56733eba505868546d4ed6e586940202
5d9cacdhttps://patch-diff.githubusercontent.com/AliceO2Group/O2DPG/pull/2014/commits/5d9cacdd56733eba505868546d4ed6e586940202
tests(quantile_fit_nd): handle Poisson via randomized PIT pre-processinghttps://patch-diff.githubusercontent.com/AliceO2Group/O2DPG/pull/2014/commits/30b7ee76807055fc04e01d0e50fbb8088609eaf2
30b7ee7https://patch-diff.githubusercontent.com/AliceO2Group/O2DPG/pull/2014/commits/30b7ee76807055fc04e01d0e50fbb8088609eaf2
docs(quantile_fit_nd): add Discrete Inputs policy and utilitieshttps://patch-diff.githubusercontent.com/AliceO2Group/O2DPG/pull/2014/commits/12d5fe410b74fb1ef5893f5c55eba31ddb055da5
12d5fe4https://patch-diff.githubusercontent.com/AliceO2Group/O2DPG/pull/2014/commits/12d5fe410b74fb1ef5893f5c55eba31ddb055da5
bench(quantile_fit_nd): correct scaling assertions — α_b≈−0.5, α_rt≈0.0https://patch-diff.githubusercontent.com/AliceO2Group/O2DPG/pull/2014/commits/1b2ed0067b38dc2f8924f2d3c42ae0907a5fd177
1b2ed00https://patch-diff.githubusercontent.com/AliceO2Group/O2DPG/pull/2014/commits/1b2ed0067b38dc2f8924f2d3c42ae0907a5fd177
docs(quantile_fit_nd): add contextLLM.md (cold-start guide + policies)https://patch-diff.githubusercontent.com/AliceO2Group/O2DPG/pull/2014/commits/86258579bea9d0cd8d88d8d7f8c70b053f9b5813
8625857https://patch-diff.githubusercontent.com/AliceO2Group/O2DPG/pull/2014/commits/86258579bea9d0cd8d88d8d7f8c70b053f9b5813
docs(quantile_fit_nd): add contextLLM.md (cold-start guide + policies)https://patch-diff.githubusercontent.com/AliceO2Group/O2DPG/pull/2014/commits/2b27e47781dbcb569d4a129e88f9000e6ce459ac
2b27e47https://patch-diff.githubusercontent.com/AliceO2Group/O2DPG/pull/2014/commits/2b27e47781dbcb569d4a129e88f9000e6ce459ac
Forgottend commit of refernce test and bench loghttps://patch-diff.githubusercontent.com/AliceO2Group/O2DPG/pull/2014/commits/ec9f4249acf20c5178502b7e0aee6989f15bdd35
ec9f424https://patch-diff.githubusercontent.com/AliceO2Group/O2DPG/pull/2014/commits/ec9f4249acf20c5178502b7e0aee6989f15bdd35
feat(bench): add single-file GroupBy regression benchmark + reportshttps://patch-diff.githubusercontent.com/AliceO2Group/O2DPG/pull/2014/commits/cd63f42f4bdb484b0a76c1649bbdc1fea65fb048
cd63f42https://patch-diff.githubusercontent.com/AliceO2Group/O2DPG/pull/2014/commits/cd63f42f4bdb484b0a76c1649bbdc1fea65fb048
docs(groupby_regression): add Performance & Benchmarking section + fi…https://patch-diff.githubusercontent.com/AliceO2Group/O2DPG/pull/2014/commits/57b3293c1f217a6b159f2ddb4ab81faf75b1e363
57b3293https://patch-diff.githubusercontent.com/AliceO2Group/O2DPG/pull/2014/commits/57b3293c1f217a6b159f2ddb4ab81faf75b1e363
docs(bench): set default to 5k groups; document 30% outlier scenariohttps://patch-diff.githubusercontent.com/AliceO2Group/O2DPG/pull/2014/commits/7d215d344427874962adbfd436eb3f03bb13cb72
7d215d3https://patch-diff.githubusercontent.com/AliceO2Group/O2DPG/pull/2014/commits/7d215d344427874962adbfd436eb3f03bb13cb72
docs(restartContext): update with 5k/5 default, 30% outliers, and lev…https://patch-diff.githubusercontent.com/AliceO2Group/O2DPG/pull/2014/commits/bb51bc03ff637c29dc5789baa90270e7e62d8830
bb51bc0https://patch-diff.githubusercontent.com/AliceO2Group/O2DPG/pull/2014/commits/bb51bc03ff637c29dc5789baa90270e7e62d8830
feat(groupby_regression): add optional per-group diagnostics (diag, d…https://patch-diff.githubusercontent.com/AliceO2Group/O2DPG/pull/2014/commits/5c9d14b2071a6b2cb4fe756826e7c3a517929cb2
5c9d14bhttps://patch-diff.githubusercontent.com/AliceO2Group/O2DPG/pull/2014/commits/5c9d14b2071a6b2cb4fe756826e7c3a517929cb2
feat(bench): integrate class-level diagnostics summary into benchmark…https://patch-diff.githubusercontent.com/AliceO2Group/O2DPG/pull/2014/commits/aa024b023f0ac4c54482a9158f45d8bcf3992986
aa024b0https://patch-diff.githubusercontent.com/AliceO2Group/O2DPG/pull/2014/commits/aa024b023f0ac4c54482a9158f45d8bcf3992986
docs(restartContext): record diagnostics integration and real-data va…https://patch-diff.githubusercontent.com/AliceO2Group/O2DPG/pull/2014/commits/a71cc4d68f37a0924beaa7fc4eb7c3ff941dfdf9
a71cc4dhttps://patch-diff.githubusercontent.com/AliceO2Group/O2DPG/pull/2014/commits/a71cc4d68f37a0924beaa7fc4eb7c3ff941dfdf9
docs(restartContext): record diagnostics integration and real-data va…https://patch-diff.githubusercontent.com/AliceO2Group/O2DPG/pull/2014/commits/cc1ecb4aa6098e05c5eefd2f1129d0f22ff4b1f6
cc1ecb4https://patch-diff.githubusercontent.com/AliceO2Group/O2DPG/pull/2014/commits/cc1ecb4aa6098e05c5eefd2f1129d0f22ff4b1f6
use faster compression by defaulthttps://patch-diff.githubusercontent.com/AliceO2Group/O2DPG/pull/2014/commits/5cf7431b8e88c53e4e8430218bbab2168c9d76e9
5cf7431https://patch-diff.githubusercontent.com/AliceO2Group/O2DPG/pull/2014/commits/5cf7431b8e88c53e4e8430218bbab2168c9d76e9
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