2024-08-13T07:56:59,939 Created temporary directory: /tmp/pip-build-tracker-0x4na5ox 2024-08-13T07:56:59,940 Initialized build tracking at /tmp/pip-build-tracker-0x4na5ox 2024-08-13T07:56:59,941 Created build tracker: /tmp/pip-build-tracker-0x4na5ox 2024-08-13T07:56:59,941 Entered build tracker: /tmp/pip-build-tracker-0x4na5ox 2024-08-13T07:56:59,942 Created temporary directory: /tmp/pip-wheel-uxs2s_qk 2024-08-13T07:56:59,946 Created temporary directory: /tmp/pip-ephem-wheel-cache-zgvfw1t9 2024-08-13T07:56:59,974 Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple 2024-08-13T07:56:59,976 2 location(s) to search for versions of deepfolio: 2024-08-13T07:56:59,976 * https://pypi.org/simple/deepfolio/ 2024-08-13T07:56:59,976 * https://www.piwheels.org/simple/deepfolio/ 2024-08-13T07:56:59,977 Fetching project page and analyzing links: https://pypi.org/simple/deepfolio/ 2024-08-13T07:56:59,978 Getting page https://pypi.org/simple/deepfolio/ 2024-08-13T07:56:59,979 Found index url https://pypi.org/simple/ 2024-08-13T07:57:00,111 Fetched page https://pypi.org/simple/deepfolio/ as application/vnd.pypi.simple.v1+json 2024-08-13T07:57:00,114 Skipping link: No binaries permitted for deepfolio: https://files.pythonhosted.org/packages/1a/b1/cdfb84fd44599959427798b35a6eab3b115b4586b5c63515e1a8a9975969/deepfolio-1.0.3-py3-none-any.whl (from https://pypi.org/simple/deepfolio/) 2024-08-13T07:57:00,115 Found link https://files.pythonhosted.org/packages/a7/79/b6186ddf353edf2b8f58f89993fcc14d2b1f0647078102fea4795afa5cf7/deepfolio-1.0.3.tar.gz (from https://pypi.org/simple/deepfolio/), version: 1.0.3 2024-08-13T07:57:00,116 Skipping link: No binaries permitted for deepfolio: https://files.pythonhosted.org/packages/ba/57/07795d7c63bfa5e449de235ef980d64c91b25da7a45144d5b6e95e9bd494/deepfolio-1.0.4-py3-none-any.whl (from https://pypi.org/simple/deepfolio/) 2024-08-13T07:57:00,116 Found link https://files.pythonhosted.org/packages/e0/d9/9de518a11702eefb72c789e23d2e80e9ae311803376acc29f56eae1d2366/deepfolio-1.0.4.tar.gz (from https://pypi.org/simple/deepfolio/), version: 1.0.4 2024-08-13T07:57:00,117 Skipping link: No binaries permitted for deepfolio: https://files.pythonhosted.org/packages/db/5d/66e5ce9dbc1bd7c0eec6388a7ccfe26601fae637fd016d5bb0f7411bc39a/deepfolio-1.2.0-py3-none-any.whl (from https://pypi.org/simple/deepfolio/) 2024-08-13T07:57:00,117 Found link https://files.pythonhosted.org/packages/3f/5e/880b77f8f5b63f2d29f51385a569f7bb73971d5cdac5d2bcd55f187d69c9/deepfolio-1.2.0.tar.gz (from https://pypi.org/simple/deepfolio/), version: 1.2.0 2024-08-13T07:57:00,118 Skipping link: No binaries permitted for deepfolio: https://files.pythonhosted.org/packages/92/20/64e61874bd7454e83b3e6fd27e84bd19ca2f92339cb286ca39d207ce25d9/deepfolio-1.2.2-py3-none-any.whl (from https://pypi.org/simple/deepfolio/) 2024-08-13T07:57:00,119 Found link https://files.pythonhosted.org/packages/a0/86/6c8d7ffdd45517f06d6287a1526951139cff7de3ae2c4d95a2a253f42f0c/deepfolio-1.2.2.tar.gz (from https://pypi.org/simple/deepfolio/), version: 1.2.2 2024-08-13T07:57:00,119 Skipping link: No binaries permitted for deepfolio: https://files.pythonhosted.org/packages/f2/29/b1590f1d31774ac052c0206dcb7f8b053854afa44230a3c4827b91a7be11/deepfolio-1.3.0-py3-none-any.whl (from https://pypi.org/simple/deepfolio/) 2024-08-13T07:57:00,120 Found link https://files.pythonhosted.org/packages/e2/ad/4caaf95c64a6ff7baf02d94347e619dc1b9e576eae9d58c7aaf99d708c69/deepfolio-1.3.0.tar.gz (from https://pypi.org/simple/deepfolio/), version: 1.3.0 2024-08-13T07:57:00,121 Fetching project page and analyzing links: https://www.piwheels.org/simple/deepfolio/ 2024-08-13T07:57:00,122 Getting page https://www.piwheels.org/simple/deepfolio/ 2024-08-13T07:57:00,123 Found index url https://www.piwheels.org/simple/ 2024-08-13T07:57:00,168 Fetched page https://www.piwheels.org/simple/deepfolio/ as text/html 2024-08-13T07:57:00,170 Skipping link: No binaries permitted for deepfolio: https://www.piwheels.org/simple/deepfolio/deepfolio-1.2.2-py3-none-any.whl#sha256=d9e75e56e2ec18e8e94c0922bb38764e8706b929cc8d2f3a4634754a1feb4b5a (from https://www.piwheels.org/simple/deepfolio/) 2024-08-13T07:57:00,171 Skipping link: No binaries permitted for deepfolio: https://www.piwheels.org/simple/deepfolio/deepfolio-1.2.0-py3-none-any.whl#sha256=268770cbc49421b04f9430228ae50931656e537b5baaa9ee0ea22a405ff78e49 (from https://www.piwheels.org/simple/deepfolio/) 2024-08-13T07:57:00,172 Skipping link: No binaries permitted for deepfolio: https://www.piwheels.org/simple/deepfolio/deepfolio-1.0.4-py3-none-any.whl#sha256=d36d3db5d968c60cb1dbf7bfc585aaca9eef49d4b9d3b95247991f6b05f797d8 (from https://www.piwheels.org/simple/deepfolio/) 2024-08-13T07:57:00,173 Skipping link: No binaries permitted for deepfolio: https://www.piwheels.org/simple/deepfolio/deepfolio-1.0.3-py3-none-any.whl#sha256=7e9f16fdc71074f17a17fe95a116836797738a2af00a019ef19fe35aaa9c9ab7 (from https://www.piwheels.org/simple/deepfolio/) 2024-08-13T07:57:00,173 Skipping link: not a file: https://www.piwheels.org/simple/deepfolio/ 2024-08-13T07:57:00,174 Skipping link: not a file: https://pypi.org/simple/deepfolio/ 2024-08-13T07:57:00,194 Given no hashes to check 1 links for project 'deepfolio': discarding no candidates 2024-08-13T07:57:00,213 Collecting deepfolio==1.3.0 2024-08-13T07:57:00,216 Created temporary directory: /tmp/pip-unpack-la2mudzs 2024-08-13T07:57:00,310 Downloading deepfolio-1.3.0.tar.gz (42 kB) 2024-08-13T07:57:00,477 Added deepfolio==1.3.0 from https://files.pythonhosted.org/packages/e2/ad/4caaf95c64a6ff7baf02d94347e619dc1b9e576eae9d58c7aaf99d708c69/deepfolio-1.3.0.tar.gz to build tracker '/tmp/pip-build-tracker-0x4na5ox' 2024-08-13T07:57:00,479 Running setup.py (path:/tmp/pip-wheel-uxs2s_qk/deepfolio_d3cb0ad3bb494e8d8fffcbac3fcc9d11/setup.py) egg_info for package deepfolio 2024-08-13T07:57:00,480 Created temporary directory: /tmp/pip-pip-egg-info-_i5xrw12 2024-08-13T07:57:00,481 Preparing metadata (setup.py): started 2024-08-13T07:57:00,482 Running command python setup.py egg_info 2024-08-13T07:57:01,711 running egg_info 2024-08-13T07:57:01,713 creating /tmp/pip-pip-egg-info-_i5xrw12/deepfolio.egg-info 2024-08-13T07:57:01,740 writing /tmp/pip-pip-egg-info-_i5xrw12/deepfolio.egg-info/PKG-INFO 2024-08-13T07:57:01,743 writing dependency_links to /tmp/pip-pip-egg-info-_i5xrw12/deepfolio.egg-info/dependency_links.txt 2024-08-13T07:57:01,746 writing top-level names to /tmp/pip-pip-egg-info-_i5xrw12/deepfolio.egg-info/top_level.txt 2024-08-13T07:57:01,747 writing manifest file '/tmp/pip-pip-egg-info-_i5xrw12/deepfolio.egg-info/SOURCES.txt' 2024-08-13T07:57:01,851 reading manifest file '/tmp/pip-pip-egg-info-_i5xrw12/deepfolio.egg-info/SOURCES.txt' 2024-08-13T07:57:01,852 adding license file 'LICENSE' 2024-08-13T07:57:01,856 writing manifest file '/tmp/pip-pip-egg-info-_i5xrw12/deepfolio.egg-info/SOURCES.txt' 2024-08-13T07:57:01,969 Preparing metadata (setup.py): finished with status 'done' 2024-08-13T07:57:01,973 Source in /tmp/pip-wheel-uxs2s_qk/deepfolio_d3cb0ad3bb494e8d8fffcbac3fcc9d11 has version 1.3.0, which satisfies requirement deepfolio==1.3.0 from https://files.pythonhosted.org/packages/e2/ad/4caaf95c64a6ff7baf02d94347e619dc1b9e576eae9d58c7aaf99d708c69/deepfolio-1.3.0.tar.gz 2024-08-13T07:57:01,974 Removed deepfolio==1.3.0 from https://files.pythonhosted.org/packages/e2/ad/4caaf95c64a6ff7baf02d94347e619dc1b9e576eae9d58c7aaf99d708c69/deepfolio-1.3.0.tar.gz from build tracker '/tmp/pip-build-tracker-0x4na5ox' 2024-08-13T07:57:01,977 Created temporary directory: /tmp/pip-unpack-6divus54 2024-08-13T07:57:01,978 Created temporary directory: /tmp/pip-unpack-0_e9f007 2024-08-13T07:57:01,979 Building wheels for collected packages: deepfolio 2024-08-13T07:57:01,983 Created temporary directory: /tmp/pip-wheel-yjcv11mb 2024-08-13T07:57:01,984 Building wheel for deepfolio (setup.py): started 2024-08-13T07:57:01,985 Destination directory: /tmp/pip-wheel-yjcv11mb 2024-08-13T07:57:01,986 Running command python setup.py bdist_wheel 2024-08-13T07:57:03,089 running bdist_wheel 2024-08-13T07:57:03,240 running build 2024-08-13T07:57:03,241 running build_py 2024-08-13T07:57:03,271 creating build 2024-08-13T07:57:03,272 creating build/lib 2024-08-13T07:57:03,272 creating build/lib/deepfolio 2024-08-13T07:57:03,273 copying deepfolio/backtester.py -> build/lib/deepfolio 2024-08-13T07:57:03,275 copying deepfolio/train.py -> build/lib/deepfolio 2024-08-13T07:57:03,277 copying deepfolio/__init__.py -> build/lib/deepfolio 2024-08-13T07:57:03,279 creating build/lib/tests 2024-08-13T07:57:03,280 copying tests/__init__.py -> build/lib/tests 2024-08-13T07:57:03,282 creating build/lib/deepfolio/optimizers 2024-08-13T07:57:03,283 copying deepfolio/optimizers/custom_optimizer.py -> build/lib/deepfolio/optimizers 2024-08-13T07:57:03,285 copying deepfolio/optimizers/cvar_optimization.py -> build/lib/deepfolio/optimizers 2024-08-13T07:57:03,287 copying deepfolio/optimizers/sentiment_analysis.py -> build/lib/deepfolio/optimizers 2024-08-13T07:57:03,288 copying deepfolio/optimizers/rl_dynamic_allocation.py -> build/lib/deepfolio/optimizers 2024-08-13T07:57:03,290 copying deepfolio/optimizers/multi_period_optimization.py -> build/lib/deepfolio/optimizers 2024-08-13T07:57:03,292 copying deepfolio/optimizers/realtime_optimizer.py -> build/lib/deepfolio/optimizers 2024-08-13T07:57:03,294 copying deepfolio/optimizers/robust_optimization.py -> build/lib/deepfolio/optimizers 2024-08-13T07:57:03,296 copying deepfolio/optimizers/factor_neutral_optimization.py -> build/lib/deepfolio/optimizers 2024-08-13T07:57:03,298 copying deepfolio/optimizers/__init__.py -> build/lib/deepfolio/optimizers 2024-08-13T07:57:03,299 copying deepfolio/optimizers/black_litterman_optimization.py -> build/lib/deepfolio/optimizers 2024-08-13T07:57:03,302 copying deepfolio/optimizers/hierarchical_risk_parity.py -> build/lib/deepfolio/optimizers 2024-08-13T07:57:03,305 creating build/lib/deepfolio/data 2024-08-13T07:57:03,306 copying deepfolio/data/data_loader.py -> build/lib/deepfolio/data 2024-08-13T07:57:03,310 copying deepfolio/data/__init__.py -> build/lib/deepfolio/data 2024-08-13T07:57:03,312 creating build/lib/deepfolio/utils 2024-08-13T07:57:03,313 copying deepfolio/utils/risk_management.py -> build/lib/deepfolio/utils 2024-08-13T07:57:03,315 copying deepfolio/utils/visualization.py -> build/lib/deepfolio/utils 2024-08-13T07:57:03,317 copying deepfolio/utils/metrics.py -> build/lib/deepfolio/utils 2024-08-13T07:57:03,319 copying deepfolio/utils/__init__.py -> build/lib/deepfolio/utils 2024-08-13T07:57:03,321 copying deepfolio/utils/hyperparamater_tuning.py -> build/lib/deepfolio/utils 2024-08-13T07:57:03,323 creating build/lib/deepfolio/solvers 2024-08-13T07:57:03,324 copying deepfolio/solvers/__init__.py -> build/lib/deepfolio/solvers 2024-08-13T07:57:03,326 copying deepfolio/solvers/solvers.py -> build/lib/deepfolio/solvers 2024-08-13T07:57:03,330 creating build/lib/deepfolio/models 2024-08-13T07:57:03,331 copying deepfolio/models/deep_learning_layer.py -> build/lib/deepfolio/models 2024-08-13T07:57:03,335 copying deepfolio/models/factor_model.py -> build/lib/deepfolio/models 2024-08-13T07:57:03,338 copying deepfolio/models/parameter_predictor.py -> build/lib/deepfolio/models 2024-08-13T07:57:03,341 copying deepfolio/models/merge_layer.py -> build/lib/deepfolio/models 2024-08-13T07:57:03,344 copying deepfolio/models/qp_layer.py -> build/lib/deepfolio/models 2024-08-13T07:57:03,345 copying deepfolio/models/diffopt_portfolio.py -> build/lib/deepfolio/models 2024-08-13T07:57:03,347 copying deepfolio/models/feature_extractor.py -> build/lib/deepfolio/models 2024-08-13T07:57:03,349 copying deepfolio/models/__init__.py -> build/lib/deepfolio/models 2024-08-13T07:57:03,351 creating build/lib/tests/test_prior 2024-08-13T07:57:03,352 copying tests/test_prior/test_black_litterman.py -> build/lib/tests/test_prior 2024-08-13T07:57:03,354 copying tests/test_prior/test_factor_model.py -> build/lib/tests/test_prior 2024-08-13T07:57:03,357 copying tests/test_prior/test_empirical.py -> build/lib/tests/test_prior 2024-08-13T07:57:03,358 copying tests/test_prior/__init__.py -> build/lib/tests/test_prior 2024-08-13T07:57:03,360 creating build/lib/tests/test_distance 2024-08-13T07:57:03,361 copying tests/test_distance/test_distance.py -> build/lib/tests/test_distance 2024-08-13T07:57:03,363 copying tests/test_distance/__init__.py -> build/lib/tests/test_distance 2024-08-13T07:57:03,365 creating build/lib/tests/test_utils 2024-08-13T07:57:03,366 copying tests/test_utils/test_tools.py -> build/lib/tests/test_utils 2024-08-13T07:57:03,368 copying tests/test_utils/test_equations.py -> build/lib/tests/test_utils 2024-08-13T07:57:03,369 copying tests/test_utils/test_stats.py -> build/lib/tests/test_utils 2024-08-13T07:57:03,372 copying tests/test_utils/test_sorting.py -> build/lib/tests/test_utils 2024-08-13T07:57:03,374 copying tests/test_utils/test_bootstrap.py -> build/lib/tests/test_utils 2024-08-13T07:57:03,375 copying tests/test_utils/__init__.py -> build/lib/tests/test_utils 2024-08-13T07:57:03,377 creating build/lib/tests/test_portfolio 2024-08-13T07:57:03,378 copying tests/test_portfolio/test_portfolio.py -> build/lib/tests/test_portfolio 2024-08-13T07:57:03,380 copying tests/test_portfolio/test_multi_period_portfolio.py -> build/lib/tests/test_portfolio 2024-08-13T07:57:03,382 copying tests/test_portfolio/__init__.py -> build/lib/tests/test_portfolio 2024-08-13T07:57:03,384 creating build/lib/tests/test_optimization 2024-08-13T07:57:03,385 copying tests/test_optimization/__init__.py -> build/lib/tests/test_optimization 2024-08-13T07:57:03,387 creating build/lib/tests/test_measures 2024-08-13T07:57:03,388 copying tests/test_measures/test_measures.py -> build/lib/tests/test_measures 2024-08-13T07:57:03,390 copying tests/test_measures/__init__.py -> build/lib/tests/test_measures 2024-08-13T07:57:03,392 creating build/lib/tests/test_preprocessing 2024-08-13T07:57:03,393 copying tests/test_preprocessing/__init__.py -> build/lib/tests/test_preprocessing 2024-08-13T07:57:03,395 copying tests/test_preprocessing/test_returns.py -> build/lib/tests/test_preprocessing 2024-08-13T07:57:03,397 creating build/lib/tests/test_model_selection 2024-08-13T07:57:03,397 copying tests/test_model_selection/test_walk_forward.py -> build/lib/tests/test_model_selection 2024-08-13T07:57:03,399 copying tests/test_model_selection/test_combinatorial.py -> build/lib/tests/test_model_selection 2024-08-13T07:57:03,402 copying tests/test_model_selection/test_validation.py -> build/lib/tests/test_model_selection 2024-08-13T07:57:03,404 copying tests/test_model_selection/__init__.py -> build/lib/tests/test_model_selection 2024-08-13T07:57:03,405 creating build/lib/tests/test_optimization/test_ensemble 2024-08-13T07:57:03,407 copying tests/test_optimization/test_ensemble/test_stacking.py -> build/lib/tests/test_optimization/test_ensemble 2024-08-13T07:57:03,408 copying tests/test_optimization/test_ensemble/__init__.py -> build/lib/tests/test_optimization/test_ensemble 2024-08-13T07:57:03,410 creating build/lib/tests/test_optimization/test_naive 2024-08-13T07:57:03,411 copying tests/test_optimization/test_naive/test_naive.py -> build/lib/tests/test_optimization/test_naive 2024-08-13T07:57:03,413 copying tests/test_optimization/test_naive/__init__.py -> build/lib/tests/test_optimization/test_naive 2024-08-13T07:57:03,415 creating build/lib/tests/test_optimization/test_cluster 2024-08-13T07:57:03,416 copying tests/test_optimization/test_cluster/test_hrp.py -> build/lib/tests/test_optimization/test_cluster 2024-08-13T07:57:03,418 copying tests/test_optimization/test_cluster/test_herc.py -> build/lib/tests/test_optimization/test_cluster 2024-08-13T07:57:03,420 copying tests/test_optimization/test_cluster/test_nco.py -> build/lib/tests/test_optimization/test_cluster 2024-08-13T07:57:03,422 copying tests/test_optimization/test_cluster/__init__.py -> build/lib/tests/test_optimization/test_cluster 2024-08-13T07:57:03,465 /usr/local/lib/python3.11/dist-packages/setuptools/_distutils/cmd.py:66: SetuptoolsDeprecationWarning: setup.py install is deprecated. 2024-08-13T07:57:03,466 !! 2024-08-13T07:57:03,468 ******************************************************************************** 2024-08-13T07:57:03,468 Please avoid running ``setup.py`` directly. 2024-08-13T07:57:03,469 Instead, use pypa/build, pypa/installer or other 2024-08-13T07:57:03,469 standards-based tools. 2024-08-13T07:57:03,470 See https://blog.ganssle.io/articles/2021/10/setup-py-deprecated.html for details. 2024-08-13T07:57:03,471 ******************************************************************************** 2024-08-13T07:57:03,472 !! 2024-08-13T07:57:03,473 self.initialize_options() 2024-08-13T07:57:03,496 installing to build/bdist.linux-armv7l/wheel 2024-08-13T07:57:03,497 running install 2024-08-13T07:57:03,521 running install_lib 2024-08-13T07:57:03,549 creating build/bdist.linux-armv7l 2024-08-13T07:57:03,549 creating build/bdist.linux-armv7l/wheel 2024-08-13T07:57:03,551 creating build/bdist.linux-armv7l/wheel/deepfolio 2024-08-13T07:57:03,552 copying build/lib/deepfolio/backtester.py -> build/bdist.linux-armv7l/wheel/deepfolio 2024-08-13T07:57:03,554 creating build/bdist.linux-armv7l/wheel/deepfolio/optimizers 2024-08-13T07:57:03,555 copying build/lib/deepfolio/optimizers/custom_optimizer.py -> build/bdist.linux-armv7l/wheel/deepfolio/optimizers 2024-08-13T07:57:03,557 copying build/lib/deepfolio/optimizers/cvar_optimization.py -> build/bdist.linux-armv7l/wheel/deepfolio/optimizers 2024-08-13T07:57:03,559 copying build/lib/deepfolio/optimizers/sentiment_analysis.py -> build/bdist.linux-armv7l/wheel/deepfolio/optimizers 2024-08-13T07:57:03,561 copying build/lib/deepfolio/optimizers/rl_dynamic_allocation.py -> build/bdist.linux-armv7l/wheel/deepfolio/optimizers 2024-08-13T07:57:03,563 copying build/lib/deepfolio/optimizers/multi_period_optimization.py -> build/bdist.linux-armv7l/wheel/deepfolio/optimizers 2024-08-13T07:57:03,565 copying build/lib/deepfolio/optimizers/realtime_optimizer.py -> build/bdist.linux-armv7l/wheel/deepfolio/optimizers 2024-08-13T07:57:03,568 copying build/lib/deepfolio/optimizers/robust_optimization.py -> build/bdist.linux-armv7l/wheel/deepfolio/optimizers 2024-08-13T07:57:03,571 copying build/lib/deepfolio/optimizers/factor_neutral_optimization.py -> build/bdist.linux-armv7l/wheel/deepfolio/optimizers 2024-08-13T07:57:03,574 copying build/lib/deepfolio/optimizers/__init__.py -> build/bdist.linux-armv7l/wheel/deepfolio/optimizers 2024-08-13T07:57:03,577 copying build/lib/deepfolio/optimizers/black_litterman_optimization.py -> build/bdist.linux-armv7l/wheel/deepfolio/optimizers 2024-08-13T07:57:03,581 copying build/lib/deepfolio/optimizers/hierarchical_risk_parity.py -> build/bdist.linux-armv7l/wheel/deepfolio/optimizers 2024-08-13T07:57:03,585 copying build/lib/deepfolio/train.py -> build/bdist.linux-armv7l/wheel/deepfolio 2024-08-13T07:57:03,591 creating build/bdist.linux-armv7l/wheel/deepfolio/data 2024-08-13T07:57:03,593 copying build/lib/deepfolio/data/data_loader.py -> build/bdist.linux-armv7l/wheel/deepfolio/data 2024-08-13T07:57:03,599 copying build/lib/deepfolio/data/__init__.py -> build/bdist.linux-armv7l/wheel/deepfolio/data 2024-08-13T07:57:03,605 creating build/bdist.linux-armv7l/wheel/deepfolio/utils 2024-08-13T07:57:03,608 copying build/lib/deepfolio/utils/risk_management.py -> build/bdist.linux-armv7l/wheel/deepfolio/utils 2024-08-13T07:57:03,615 copying build/lib/deepfolio/utils/visualization.py -> build/bdist.linux-armv7l/wheel/deepfolio/utils 2024-08-13T07:57:03,625 copying build/lib/deepfolio/utils/metrics.py -> build/bdist.linux-armv7l/wheel/deepfolio/utils 2024-08-13T07:57:03,630 copying build/lib/deepfolio/utils/__init__.py -> build/bdist.linux-armv7l/wheel/deepfolio/utils 2024-08-13T07:57:03,632 copying build/lib/deepfolio/utils/hyperparamater_tuning.py -> build/bdist.linux-armv7l/wheel/deepfolio/utils 2024-08-13T07:57:03,634 creating build/bdist.linux-armv7l/wheel/deepfolio/solvers 2024-08-13T07:57:03,635 copying build/lib/deepfolio/solvers/__init__.py -> build/bdist.linux-armv7l/wheel/deepfolio/solvers 2024-08-13T07:57:03,636 copying build/lib/deepfolio/solvers/solvers.py -> build/bdist.linux-armv7l/wheel/deepfolio/solvers 2024-08-13T07:57:03,638 copying build/lib/deepfolio/__init__.py -> build/bdist.linux-armv7l/wheel/deepfolio 2024-08-13T07:57:03,641 creating build/bdist.linux-armv7l/wheel/deepfolio/models 2024-08-13T07:57:03,641 copying build/lib/deepfolio/models/deep_learning_layer.py -> build/bdist.linux-armv7l/wheel/deepfolio/models 2024-08-13T07:57:03,643 copying build/lib/deepfolio/models/factor_model.py -> build/bdist.linux-armv7l/wheel/deepfolio/models 2024-08-13T07:57:03,645 copying build/lib/deepfolio/models/parameter_predictor.py -> build/bdist.linux-armv7l/wheel/deepfolio/models 2024-08-13T07:57:03,646 copying build/lib/deepfolio/models/merge_layer.py -> build/bdist.linux-armv7l/wheel/deepfolio/models 2024-08-13T07:57:03,648 copying build/lib/deepfolio/models/qp_layer.py -> build/bdist.linux-armv7l/wheel/deepfolio/models 2024-08-13T07:57:03,650 copying build/lib/deepfolio/models/diffopt_portfolio.py -> build/bdist.linux-armv7l/wheel/deepfolio/models 2024-08-13T07:57:03,652 copying build/lib/deepfolio/models/feature_extractor.py -> build/bdist.linux-armv7l/wheel/deepfolio/models 2024-08-13T07:57:03,654 copying build/lib/deepfolio/models/__init__.py -> build/bdist.linux-armv7l/wheel/deepfolio/models 2024-08-13T07:57:03,656 creating build/bdist.linux-armv7l/wheel/tests 2024-08-13T07:57:03,657 creating build/bdist.linux-armv7l/wheel/tests/test_prior 2024-08-13T07:57:03,658 copying build/lib/tests/test_prior/test_black_litterman.py -> build/bdist.linux-armv7l/wheel/tests/test_prior 2024-08-13T07:57:03,661 copying build/lib/tests/test_prior/test_factor_model.py -> build/bdist.linux-armv7l/wheel/tests/test_prior 2024-08-13T07:57:03,663 copying build/lib/tests/test_prior/test_empirical.py -> build/bdist.linux-armv7l/wheel/tests/test_prior 2024-08-13T07:57:03,665 copying build/lib/tests/test_prior/__init__.py -> build/bdist.linux-armv7l/wheel/tests/test_prior 2024-08-13T07:57:03,667 creating build/bdist.linux-armv7l/wheel/tests/test_distance 2024-08-13T07:57:03,668 copying build/lib/tests/test_distance/test_distance.py -> build/bdist.linux-armv7l/wheel/tests/test_distance 2024-08-13T07:57:03,670 copying build/lib/tests/test_distance/__init__.py -> build/bdist.linux-armv7l/wheel/tests/test_distance 2024-08-13T07:57:03,672 creating build/bdist.linux-armv7l/wheel/tests/test_utils 2024-08-13T07:57:03,673 copying build/lib/tests/test_utils/test_tools.py -> build/bdist.linux-armv7l/wheel/tests/test_utils 2024-08-13T07:57:03,675 copying build/lib/tests/test_utils/test_equations.py -> build/bdist.linux-armv7l/wheel/tests/test_utils 2024-08-13T07:57:03,677 copying build/lib/tests/test_utils/test_stats.py -> build/bdist.linux-armv7l/wheel/tests/test_utils 2024-08-13T07:57:03,680 copying build/lib/tests/test_utils/test_sorting.py -> build/bdist.linux-armv7l/wheel/tests/test_utils 2024-08-13T07:57:03,682 copying build/lib/tests/test_utils/test_bootstrap.py -> build/bdist.linux-armv7l/wheel/tests/test_utils 2024-08-13T07:57:03,684 copying build/lib/tests/test_utils/__init__.py -> build/bdist.linux-armv7l/wheel/tests/test_utils 2024-08-13T07:57:03,686 creating build/bdist.linux-armv7l/wheel/tests/test_portfolio 2024-08-13T07:57:03,687 copying build/lib/tests/test_portfolio/test_portfolio.py -> build/bdist.linux-armv7l/wheel/tests/test_portfolio 2024-08-13T07:57:03,690 copying build/lib/tests/test_portfolio/test_multi_period_portfolio.py -> build/bdist.linux-armv7l/wheel/tests/test_portfolio 2024-08-13T07:57:03,692 copying build/lib/tests/test_portfolio/__init__.py -> build/bdist.linux-armv7l/wheel/tests/test_portfolio 2024-08-13T07:57:03,694 creating build/bdist.linux-armv7l/wheel/tests/test_optimization 2024-08-13T07:57:03,695 creating build/bdist.linux-armv7l/wheel/tests/test_optimization/test_ensemble 2024-08-13T07:57:03,697 copying build/lib/tests/test_optimization/test_ensemble/test_stacking.py -> build/bdist.linux-armv7l/wheel/tests/test_optimization/test_ensemble 2024-08-13T07:57:03,699 copying build/lib/tests/test_optimization/test_ensemble/__init__.py -> build/bdist.linux-armv7l/wheel/tests/test_optimization/test_ensemble 2024-08-13T07:57:03,702 creating build/bdist.linux-armv7l/wheel/tests/test_optimization/test_naive 2024-08-13T07:57:03,703 copying build/lib/tests/test_optimization/test_naive/test_naive.py -> build/bdist.linux-armv7l/wheel/tests/test_optimization/test_naive 2024-08-13T07:57:03,705 copying build/lib/tests/test_optimization/test_naive/__init__.py -> build/bdist.linux-armv7l/wheel/tests/test_optimization/test_naive 2024-08-13T07:57:03,707 creating build/bdist.linux-armv7l/wheel/tests/test_optimization/test_cluster 2024-08-13T07:57:03,708 copying build/lib/tests/test_optimization/test_cluster/test_hrp.py -> build/bdist.linux-armv7l/wheel/tests/test_optimization/test_cluster 2024-08-13T07:57:03,710 copying build/lib/tests/test_optimization/test_cluster/test_herc.py -> build/bdist.linux-armv7l/wheel/tests/test_optimization/test_cluster 2024-08-13T07:57:03,712 copying build/lib/tests/test_optimization/test_cluster/test_nco.py -> build/bdist.linux-armv7l/wheel/tests/test_optimization/test_cluster 2024-08-13T07:57:03,715 copying build/lib/tests/test_optimization/test_cluster/__init__.py -> build/bdist.linux-armv7l/wheel/tests/test_optimization/test_cluster 2024-08-13T07:57:03,716 copying build/lib/tests/test_optimization/__init__.py -> build/bdist.linux-armv7l/wheel/tests/test_optimization 2024-08-13T07:57:03,718 creating build/bdist.linux-armv7l/wheel/tests/test_measures 2024-08-13T07:57:03,719 copying build/lib/tests/test_measures/test_measures.py -> build/bdist.linux-armv7l/wheel/tests/test_measures 2024-08-13T07:57:03,722 copying build/lib/tests/test_measures/__init__.py -> build/bdist.linux-armv7l/wheel/tests/test_measures 2024-08-13T07:57:03,724 copying build/lib/tests/__init__.py -> build/bdist.linux-armv7l/wheel/tests 2024-08-13T07:57:03,726 creating build/bdist.linux-armv7l/wheel/tests/test_preprocessing 2024-08-13T07:57:03,727 copying build/lib/tests/test_preprocessing/__init__.py -> build/bdist.linux-armv7l/wheel/tests/test_preprocessing 2024-08-13T07:57:03,729 copying build/lib/tests/test_preprocessing/test_returns.py -> build/bdist.linux-armv7l/wheel/tests/test_preprocessing 2024-08-13T07:57:03,732 creating build/bdist.linux-armv7l/wheel/tests/test_model_selection 2024-08-13T07:57:03,733 copying build/lib/tests/test_model_selection/test_walk_forward.py -> build/bdist.linux-armv7l/wheel/tests/test_model_selection 2024-08-13T07:57:03,735 copying build/lib/tests/test_model_selection/test_combinatorial.py -> build/bdist.linux-armv7l/wheel/tests/test_model_selection 2024-08-13T07:57:03,739 copying build/lib/tests/test_model_selection/test_validation.py -> build/bdist.linux-armv7l/wheel/tests/test_model_selection 2024-08-13T07:57:03,743 copying build/lib/tests/test_model_selection/__init__.py -> build/bdist.linux-armv7l/wheel/tests/test_model_selection 2024-08-13T07:57:03,746 running install_egg_info 2024-08-13T07:57:03,998 running egg_info 2024-08-13T07:57:04,041 writing deepfolio.egg-info/PKG-INFO 2024-08-13T07:57:04,046 writing dependency_links to deepfolio.egg-info/dependency_links.txt 2024-08-13T07:57:04,049 writing top-level names to deepfolio.egg-info/top_level.txt 2024-08-13T07:57:04,103 reading manifest file 'deepfolio.egg-info/SOURCES.txt' 2024-08-13T07:57:04,106 adding license file 'LICENSE' 2024-08-13T07:57:04,110 writing manifest file 'deepfolio.egg-info/SOURCES.txt' 2024-08-13T07:57:04,113 Copying deepfolio.egg-info to build/bdist.linux-armv7l/wheel/deepfolio-1.3.0-py3.11.egg-info 2024-08-13T07:57:04,122 running install_scripts 2024-08-13T07:57:04,134 creating build/bdist.linux-armv7l/wheel/deepfolio-1.3.0.dist-info/WHEEL 2024-08-13T07:57:04,139 creating '/tmp/pip-wheel-yjcv11mb/deepfolio-1.3.0-py3-none-any.whl' and adding 'build/bdist.linux-armv7l/wheel' to it 2024-08-13T07:57:04,142 adding 'deepfolio/__init__.py' 2024-08-13T07:57:04,145 adding 'deepfolio/backtester.py' 2024-08-13T07:57:04,147 adding 'deepfolio/train.py' 2024-08-13T07:57:04,150 adding 'deepfolio/data/__init__.py' 2024-08-13T07:57:04,152 adding 'deepfolio/data/data_loader.py' 2024-08-13T07:57:04,155 adding 'deepfolio/models/__init__.py' 2024-08-13T07:57:04,157 adding 'deepfolio/models/deep_learning_layer.py' 2024-08-13T07:57:04,159 adding 'deepfolio/models/diffopt_portfolio.py' 2024-08-13T07:57:04,162 adding 'deepfolio/models/factor_model.py' 2024-08-13T07:57:04,164 adding 'deepfolio/models/feature_extractor.py' 2024-08-13T07:57:04,166 adding 'deepfolio/models/merge_layer.py' 2024-08-13T07:57:04,168 adding 'deepfolio/models/parameter_predictor.py' 2024-08-13T07:57:04,170 adding 'deepfolio/models/qp_layer.py' 2024-08-13T07:57:04,174 adding 'deepfolio/optimizers/__init__.py' 2024-08-13T07:57:04,176 adding 'deepfolio/optimizers/black_litterman_optimization.py' 2024-08-13T07:57:04,178 adding 'deepfolio/optimizers/custom_optimizer.py' 2024-08-13T07:57:04,179 adding 'deepfolio/optimizers/cvar_optimization.py' 2024-08-13T07:57:04,181 adding 'deepfolio/optimizers/factor_neutral_optimization.py' 2024-08-13T07:57:04,182 adding 'deepfolio/optimizers/hierarchical_risk_parity.py' 2024-08-13T07:57:04,184 adding 'deepfolio/optimizers/multi_period_optimization.py' 2024-08-13T07:57:04,186 adding 'deepfolio/optimizers/realtime_optimizer.py' 2024-08-13T07:57:04,188 adding 'deepfolio/optimizers/rl_dynamic_allocation.py' 2024-08-13T07:57:04,189 adding 'deepfolio/optimizers/robust_optimization.py' 2024-08-13T07:57:04,191 adding 'deepfolio/optimizers/sentiment_analysis.py' 2024-08-13T07:57:04,192 adding 'deepfolio/solvers/__init__.py' 2024-08-13T07:57:04,194 adding 'deepfolio/solvers/solvers.py' 2024-08-13T07:57:04,196 adding 'deepfolio/utils/__init__.py' 2024-08-13T07:57:04,197 adding 'deepfolio/utils/hyperparamater_tuning.py' 2024-08-13T07:57:04,199 adding 'deepfolio/utils/metrics.py' 2024-08-13T07:57:04,200 adding 'deepfolio/utils/risk_management.py' 2024-08-13T07:57:04,202 adding 'deepfolio/utils/visualization.py' 2024-08-13T07:57:04,205 adding 'tests/__init__.py' 2024-08-13T07:57:04,207 adding 'tests/test_distance/__init__.py' 2024-08-13T07:57:04,208 adding 'tests/test_distance/test_distance.py' 2024-08-13T07:57:04,210 adding 'tests/test_measures/__init__.py' 2024-08-13T07:57:04,212 adding 'tests/test_measures/test_measures.py' 2024-08-13T07:57:04,214 adding 'tests/test_model_selection/__init__.py' 2024-08-13T07:57:04,216 adding 'tests/test_model_selection/test_combinatorial.py' 2024-08-13T07:57:04,217 adding 'tests/test_model_selection/test_validation.py' 2024-08-13T07:57:04,219 adding 'tests/test_model_selection/test_walk_forward.py' 2024-08-13T07:57:04,221 adding 'tests/test_optimization/__init__.py' 2024-08-13T07:57:04,223 adding 'tests/test_optimization/test_cluster/__init__.py' 2024-08-13T07:57:04,224 adding 'tests/test_optimization/test_cluster/test_herc.py' 2024-08-13T07:57:04,226 adding 'tests/test_optimization/test_cluster/test_hrp.py' 2024-08-13T07:57:04,228 adding 'tests/test_optimization/test_cluster/test_nco.py' 2024-08-13T07:57:04,230 adding 'tests/test_optimization/test_ensemble/__init__.py' 2024-08-13T07:57:04,231 adding 'tests/test_optimization/test_ensemble/test_stacking.py' 2024-08-13T07:57:04,234 adding 'tests/test_optimization/test_naive/__init__.py' 2024-08-13T07:57:04,235 adding 'tests/test_optimization/test_naive/test_naive.py' 2024-08-13T07:57:04,237 adding 'tests/test_portfolio/__init__.py' 2024-08-13T07:57:04,239 adding 'tests/test_portfolio/test_multi_period_portfolio.py' 2024-08-13T07:57:04,242 adding 'tests/test_portfolio/test_portfolio.py' 2024-08-13T07:57:04,244 adding 'tests/test_preprocessing/__init__.py' 2024-08-13T07:57:04,245 adding 'tests/test_preprocessing/test_returns.py' 2024-08-13T07:57:04,247 adding 'tests/test_prior/__init__.py' 2024-08-13T07:57:04,249 adding 'tests/test_prior/test_black_litterman.py' 2024-08-13T07:57:04,251 adding 'tests/test_prior/test_empirical.py' 2024-08-13T07:57:04,253 adding 'tests/test_prior/test_factor_model.py' 2024-08-13T07:57:04,255 adding 'tests/test_utils/__init__.py' 2024-08-13T07:57:04,256 adding 'tests/test_utils/test_bootstrap.py' 2024-08-13T07:57:04,258 adding 'tests/test_utils/test_equations.py' 2024-08-13T07:57:04,260 adding 'tests/test_utils/test_sorting.py' 2024-08-13T07:57:04,262 adding 'tests/test_utils/test_stats.py' 2024-08-13T07:57:04,264 adding 'tests/test_utils/test_tools.py' 2024-08-13T07:57:04,265 adding 'deepfolio-1.3.0.dist-info/LICENSE' 2024-08-13T07:57:04,266 adding 'deepfolio-1.3.0.dist-info/METADATA' 2024-08-13T07:57:04,268 adding 'deepfolio-1.3.0.dist-info/WHEEL' 2024-08-13T07:57:04,269 adding 'deepfolio-1.3.0.dist-info/top_level.txt' 2024-08-13T07:57:04,271 adding 'deepfolio-1.3.0.dist-info/RECORD' 2024-08-13T07:57:04,274 removing build/bdist.linux-armv7l/wheel 2024-08-13T07:57:04,513 Building wheel for deepfolio (setup.py): finished with status 'done' 2024-08-13T07:57:04,616 Created wheel for deepfolio: filename=deepfolio-1.3.0-py3-none-any.whl size=61002 sha256=fa64ae6d97d9ac0f9fce336243c3f10fe56b7de745d143a921e869c14655da87 2024-08-13T07:57:04,617 Stored in directory: /tmp/pip-ephem-wheel-cache-zgvfw1t9/wheels/56/4f/27/b7bd90035e55025376fae3be34fadfcce2a7bdef5cbdb55e73 2024-08-13T07:57:04,628 Successfully built deepfolio 2024-08-13T07:57:04,634 Removed build tracker: '/tmp/pip-build-tracker-0x4na5ox'