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aspmx1.migadu.com; dkim=fail ("headers rsa verify failed") header.d=posteo.net header.s=2017 header.b=iVDlYDDr; dmarc=fail reason="SPF not aligned (strict)" header.from=posteo.net (policy=none); spf=pass (aspmx1.migadu.com: domain of guix-patches-bounces@gnu.org designates 209.51.188.17 as permitted sender) smtp.mailfrom=guix-patches-bounces@gnu.org X-Migadu-Spam-Score: 3.65 Authentication-Results: aspmx1.migadu.com; dkim=fail ("headers rsa verify failed") header.d=posteo.net header.s=2017 header.b=iVDlYDDr; dmarc=fail reason="SPF not aligned (strict)" header.from=posteo.net (policy=none); spf=pass (aspmx1.migadu.com: domain of guix-patches-bounces@gnu.org designates 209.51.188.17 as permitted sender) smtp.mailfrom=guix-patches-bounces@gnu.org X-Migadu-Queue-Id: EC834225DB X-Spam-Score: 3.65 X-Migadu-Scanner: scn0.migadu.com X-TUID: bx645I7AhZ9V * gnu/packages/machine-learning.scm (python-xgboost): New variable. --- gnu/packages/machine-learning.scm | 60 +++++++++++++++++++++++++++++++ 1 file changed, 60 insertions(+) diff --git a/gnu/packages/machine-learning.scm b/gnu/packages/machine-learning.scm index fd10de427f..f7bb01f274 100644 --- a/gnu/packages/machine-learning.scm +++ b/gnu/packages/machine-learning.scm @@ -1992,6 +1992,66 @@ tree boosting (also known as GBDT, GBM) that solve many data science problems in a fast and accurate way.") (license license:asl2.0))) +(define-public python-xgboost + (package + (inherit xgboost) + (name "python-xgboost") + (build-system python-build-system) + (arguments + `(#:phases + (modify-phases %standard-phases + (add-after 'unpack 'preparations + (lambda* (#:key inputs #:allow-other-keys) + ;; Move python-package content to parent directory to silence + ;; some warnings about files not being found if we chdir. + (rename-file "python-package/xgboost" "xgboost") + (rename-file "python-package/README.rst" "README.rst") + (rename-file "python-package/setup.cfg" "setup.cfg") + (rename-file "python-package/setup.py" "setup.py") + + (with-directory-excursion "xgboost" + ;; Version is read from a VERSION file, but that file is not + ;; part of the installation. + (substitute* "__init__.py" + (("__version__ = ''") + (string-append "__version__ = " "'" + ,(package-version xgboost) "'"))) + ;; The Python wrapper expects libxgboost to be found in the + ;; same source from where the wrapper builds. This workaround + ;; allows libxgboost to be used from the xgboost package. + (substitute* "libpath.py" + (("XGBOOST_PATH = ''") + (string-append "XGBOOST_PATH = " + "'" (assoc-ref inputs "xgboost") "'")))) + #t)) + (replace 'check + ;; Python-specific tests are located in tests/python. + (lambda* (#:key inputs outputs #:allow-other-keys) + (add-installed-pythonpath inputs outputs) + (invoke "pytest" "tests/python" + ;; FIXME: CLI tests fail with PermissionError. + "--ignore" "tests/python/test_cli.py" "-k" + (string-append + "not test_cli_regression_demo" + ;; The tests below open a network connection. + " and not test_model_compatibility" + " and not test_get_group" + " and not test_cv_no_shuffle" + " and not test_cv" + " and not test_training" + ;; "'['./runexp.sh']' returned non-zero exit status 1." + " and not test_cli_binary_classification"))))))) + (native-inputs + `(("python-pandas" ,python-pandas) + ("python-pytest" ,python-pytest) + ("python-scikit-learn" ,python-scikit-learn))) + (inputs + `(("xgboost" ,xgboost))) + (propagated-inputs + `(("python-numpy" ,python-numpy) + ("python-scipy" ,python-scipy))) + (synopsis "Python interface for the XGBoost library"))) + (define-public python-iml (package (name "python-iml") -- 2.31.1