From 9596d079e7496dc23e724ea2bbad61da7718862b Mon Sep 17 00:00:00 2001 From: Kevin Anderson Date: Mon, 23 Jan 2023 11:30:30 -0500 Subject: [PATCH 01/10] add py 3.11 to test matrix --- .github/workflows/pytest.yaml | 4 +++- setup.py | 1 + 2 files changed, 4 insertions(+), 1 deletion(-) diff --git a/.github/workflows/pytest.yaml b/.github/workflows/pytest.yaml index 257514e4..a4ab4480 100644 --- a/.github/workflows/pytest.yaml +++ b/.github/workflows/pytest.yaml @@ -14,7 +14,7 @@ jobs: runs-on: ubuntu-latest strategy: matrix: - python-version: ["3.7", "3.8", "3.9", "3.10"] + python-version: ["3.7", "3.8", "3.9", "3.10", "3.11"] env: [ '-r requirements.txt .[test]', '-r requirements-min.txt .[test]', @@ -27,6 +27,8 @@ jobs: env: '-r requirements-min.txt .[test]' - python-version: "3.10" env: '-r requirements-min.txt .[test]' + - python-version: "3.11" + env: '-r requirements-min.txt .[test]' # required numpy is not available on python 3.7, so exclude: - python-version: 3.7 env: '-r requirements.txt .[test]' diff --git a/setup.py b/setup.py index 12951aa0..27d7d9ce 100644 --- a/setup.py +++ b/setup.py @@ -80,6 +80,7 @@ 'Programming Language :: Python :: 3.8', 'Programming Language :: Python :: 3.9', 'Programming Language :: Python :: 3.10', + 'Programming Language :: Python :: 3.11', 'Topic :: Scientific/Engineering', ] From 6bfa00a524d76bcbd97885997a91b4cfc5f287b0 Mon Sep 17 00:00:00 2001 From: Kevin Anderson Date: Mon, 23 Jan 2023 14:02:29 -0500 Subject: [PATCH 02/10] requirements.txt updates for cp311 wheel availability --- .github/workflows/pytest.yaml | 2 +- requirements.txt | 18 +++++++++--------- 2 files changed, 10 insertions(+), 10 deletions(-) diff --git a/.github/workflows/pytest.yaml b/.github/workflows/pytest.yaml index a4ab4480..390f8cd1 100644 --- a/.github/workflows/pytest.yaml +++ b/.github/workflows/pytest.yaml @@ -29,7 +29,7 @@ jobs: env: '-r requirements-min.txt .[test]' - python-version: "3.11" env: '-r requirements-min.txt .[test]' - # required numpy is not available on python 3.7, so exclude: + # required numpy, scipy, etc not available on python 3.7, so exclude: - python-version: 3.7 env: '-r requirements.txt .[test]' diff --git a/requirements.txt b/requirements.txt index eb703b35..6ec2c129 100644 --- a/requirements.txt +++ b/requirements.txt @@ -3,28 +3,28 @@ certifi==2020.12.5 chardet==4.0.0 cycler==0.10.0 fonttools==4.37.1 -h5py==3.6.0 +h5py==3.8.0 idna==2.10 joblib==1.2.0 -kiwisolver==1.3.2 -matplotlib==3.5.0 -numpy==1.22.0 +kiwisolver==1.4.4 +matplotlib==3.6.3 +numpy==1.24.1 packaging==21.3 -pandas==1.3.4 +pandas==1.5.3 patsy==0.5.2 Pillow==9.3.0 plotly==4.10.0 pvlib==0.9.0 pyparsing==2.4.7 python-dateutil==2.8.1 -pytz==2019.3 +pytz==2020.1 requests==2.25.1 retrying==1.3.3 -scikit-learn==1.0.2 -scipy==1.7.2 +scikit-learn==1.2.0 +scipy==1.9.2 setuptools-scm==7.0.5 six==1.14.0 -statsmodels==0.13.1 +statsmodels==0.13.5 threadpoolctl==3.1.0 tomli==2.0.1 typing_extensions==4.3.0 From b4033f26e857bac26d84f42d570b6d7ebada30be Mon Sep 17 00:00:00 2001 From: Kevin Anderson Date: Mon, 23 Jan 2023 14:36:24 -0500 Subject: [PATCH 03/10] and same for notebook_requirements.txt --- docs/notebook_requirements.txt | 8 ++++---- requirements.txt | 4 ++-- 2 files changed, 6 insertions(+), 6 deletions(-) diff --git a/docs/notebook_requirements.txt b/docs/notebook_requirements.txt index 75f46835..650f9e16 100644 --- a/docs/notebook_requirements.txt +++ b/docs/notebook_requirements.txt @@ -4,7 +4,7 @@ argon2-cffi-bindings==21.2.0 backcall==0.1.0 beautifulsoup4==4.11.1 bleach==3.3.0 -cffi==1.15.0 +cffi==1.15.1 colorama==0.4.4 decorator==4.3.0 defusedxml==0.7.1 @@ -22,7 +22,7 @@ jupyter-client==6.1.7 jupyter-console==6.4.0 jupyter-core==4.11.2 jupyterlab-pygments==0.2.2 -lxml==4.9.1 +lxml==4.9.2 MarkupSafe==2.0.0 mistune==2.0.3 nbclient==0.6.3 @@ -30,7 +30,7 @@ nbconvert==7.0.0 nbformat==5.1.0 nest-asyncio==1.5.5 notebook==6.4.12 -numexpr==2.8.0 +numexpr==2.8.4 pandocfilters==1.4.2 parso==0.3.1 pexpect==4.6.0 @@ -40,7 +40,7 @@ prompt-toolkit==3.0.27 ptyprocess==0.6.0 pycparser==2.20 Pygments==2.7.4 -pyzmq==22.2.1 +pyzmq==25.0.0 qtconsole==4.3.1 Send2Trash==1.8.0 simplegeneric==0.8.1 diff --git a/requirements.txt b/requirements.txt index 6ec2c129..a3284fad 100644 --- a/requirements.txt +++ b/requirements.txt @@ -11,12 +11,12 @@ matplotlib==3.6.3 numpy==1.24.1 packaging==21.3 pandas==1.5.3 -patsy==0.5.2 +patsy==0.5.3 Pillow==9.3.0 plotly==4.10.0 pvlib==0.9.0 pyparsing==2.4.7 -python-dateutil==2.8.1 +python-dateutil==2.8.2 pytz==2020.1 requests==2.25.1 retrying==1.3.3 From d0db7b93c5f4362a59e2ba2b97a3ce0e59c4e819 Mon Sep 17 00:00:00 2001 From: Kevin Anderson Date: Mon, 23 Jan 2023 15:27:01 -0500 Subject: [PATCH 04/10] tweak availability notebook --- docs/system_availability_example.ipynb | 112 +++++++++++++------------ requirements.txt | 2 +- 2 files changed, 59 insertions(+), 55 deletions(-) diff --git a/docs/system_availability_example.ipynb b/docs/system_availability_example.ipynb index 567a3a2b..3e42dee3 100644 --- a/docs/system_availability_example.ipynb +++ b/docs/system_availability_example.ipynb @@ -68,8 +68,7 @@ " \"\"\"\n", "\n", " # generate a plausible clear-sky power signal\n", - " times = pd.date_range('2019-01-01', '2019-01-12', freq='15min', tz='US/Eastern',\n", - " closed='left')\n", + " times = pd.date_range('2019-01-01', '2019-01-12', freq='15min', tz='US/Eastern')\n", " location = pvlib.location.Location(40, -80)\n", " clearsky = location.get_clearsky(times, model='haurwitz')\n", " # just scale GHI to power for simplicity\n", @@ -139,7 +138,7 @@ "outputs": [ { "data": { - "image/png": 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\n", 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\n", 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" ] @@ -233,12 +232,11 @@ "text": [ "C:\\Users\\KANDERSO\\Software\\Anaconda3\\envs\\rdtools310\\lib\\site-packages\\rdtools\\plotting.py:385: UserWarning: The availability module is currently experimental. The API, results, and default behaviors may change in future releases (including MINOR and PATCH releases) as the code matures.\n", " warnings.warn(\n", - "No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument.\n" ] }, { "data": { - "image/png": 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\n", 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\n", "text/plain": [ "
" ] @@ -249,8 +247,7 @@ ], "source": [ "fig = aa.plot()\n", - "fig.set_size_inches(16, 7)\n", - "fig.axes[1].legend(loc='upper left');" + "fig.set_size_inches(16, 7)" ] }, { @@ -296,69 +293,75 @@ " \n", " \n", " 2019-01-01 00:00:00-05:00\n", - " 0.000\n", - " 19606.785\n", - " 1.000\n", + " 0.00\n", + " 19606.79\n", + " 1.00\n", " \n", " \n", " 2019-01-02 00:00:00-05:00\n", - " 4114.031\n", - " 15583.450\n", - " 0.791\n", + " 4114.03\n", + " 15583.45\n", + " 0.79\n", " \n", " \n", " 2019-01-03 00:00:00-05:00\n", - " 9396.788\n", - " 10399.112\n", - " 0.525\n", + " 9396.79\n", + " 10399.11\n", + " 0.53\n", " \n", " \n", " 2019-01-04 00:00:00-05:00\n", - " 9466.477\n", - " 10476.235\n", - " 0.525\n", + " 9466.48\n", + " 10476.23\n", + " 0.53\n", " \n", " \n", " 2019-01-05 00:00:00-05:00\n", - " 9522.325\n", - " 10538.040\n", - " 0.525\n", + " 9522.32\n", + " 10538.04\n", + " 0.53\n", " \n", " \n", " 2019-01-06 00:00:00-05:00\n", - " 0.000\n", - " 20185.784\n", - " 1.000\n", + " 0.00\n", + " 20185.78\n", + " 1.00\n", " \n", " \n", " 2019-01-07 00:00:00-05:00\n", - " 2859.565\n", - " 17459.339\n", - " 0.859\n", + " 2859.57\n", + " 17459.34\n", + " 0.86\n", " \n", " \n", " 2019-01-08 00:00:00-05:00\n", - " 19448.084\n", - " 0.000\n", - " 0.000\n", + " 19448.08\n", + " 0.00\n", + " 0.00\n", " \n", " \n", " 2019-01-09 00:00:00-05:00\n", - " 0.000\n", - " 20607.950\n", - " 1.000\n", + " 0.00\n", + " 20607.95\n", + " 1.00\n", " \n", " \n", " 2019-01-10 00:00:00-05:00\n", - " 0.000\n", - " 20763.718\n", - " 1.000\n", + " 0.00\n", + " 20763.72\n", + " 1.00\n", " \n", " \n", " 2019-01-11 00:00:00-05:00\n", - " 0.000\n", - " 20926.869\n", - " 1.000\n", + " 0.00\n", + " 20926.87\n", + " 1.00\n", + " \n", + " \n", + " 2019-01-12 00:00:00-05:00\n", + " 0.00\n", + " 0.00\n", + " NaN\n", " \n", " \n", "\n", @@ -366,17 +369,18 @@ ], "text/plain": [ " lost_production actual_production availability\n", - "2019-01-01 00:00:00-05:00 0.000 19606.785 1.000\n", - "2019-01-02 00:00:00-05:00 4114.031 15583.450 0.791\n", - "2019-01-03 00:00:00-05:00 9396.788 10399.112 0.525\n", - "2019-01-04 00:00:00-05:00 9466.477 10476.235 0.525\n", - "2019-01-05 00:00:00-05:00 9522.325 10538.040 0.525\n", - "2019-01-06 00:00:00-05:00 0.000 20185.784 1.000\n", - "2019-01-07 00:00:00-05:00 2859.565 17459.339 0.859\n", - "2019-01-08 00:00:00-05:00 19448.084 0.000 0.000\n", - "2019-01-09 00:00:00-05:00 0.000 20607.950 1.000\n", - "2019-01-10 00:00:00-05:00 0.000 20763.718 1.000\n", - "2019-01-11 00:00:00-05:00 0.000 20926.869 1.000" + "2019-01-01 00:00:00-05:00 0.00 19606.79 1.00\n", + "2019-01-02 00:00:00-05:00 4114.03 15583.45 0.79\n", + "2019-01-03 00:00:00-05:00 9396.79 10399.11 0.53\n", + "2019-01-04 00:00:00-05:00 9466.48 10476.23 0.53\n", + "2019-01-05 00:00:00-05:00 9522.32 10538.04 0.53\n", + "2019-01-06 00:00:00-05:00 0.00 20185.78 1.00\n", + "2019-01-07 00:00:00-05:00 2859.57 17459.34 0.86\n", + "2019-01-08 00:00:00-05:00 19448.08 0.00 0.00\n", + "2019-01-09 00:00:00-05:00 0.00 20607.95 1.00\n", + "2019-01-10 00:00:00-05:00 0.00 20763.72 1.00\n", + "2019-01-11 00:00:00-05:00 0.00 20926.87 1.00\n", + "2019-01-12 00:00:00-05:00 0.00 0.00 NaN" ] }, "execution_count": 6, @@ -385,7 +389,7 @@ } ], "source": [ - "pd.set_option('precision', 3)\n", + "pd.set_option('display.precision', 2)\n", "aa.results" ] }, @@ -474,7 +478,6 @@ } ], "source": [ - "pd.set_option('precision', 2)\n", "# Show the first half of the dataframe\n", "N = len(aa.outage_info.columns)\n", "aa.outage_info.iloc[:, :N//2]" @@ -592,6 +595,7 @@ "2019-01-09 00:00:00-05:00 0.00\n", "2019-01-10 00:00:00-05:00 0.00\n", "2019-01-11 00:00:00-05:00 0.00\n", + "2019-01-12 00:00:00-05:00 0.00\n", "Freq: D, Name: lost_production, dtype: float64\n" ] } @@ -625,7 +629,7 @@ }, { "data": { - "image/png": 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\n", 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\n", "text/plain": [ "
" ] diff --git a/requirements.txt b/requirements.txt index a3284fad..bac60485 100644 --- a/requirements.txt +++ b/requirements.txt @@ -29,4 +29,4 @@ threadpoolctl==3.1.0 tomli==2.0.1 typing_extensions==4.3.0 urllib3==1.26.5 -xgboost==1.5.1 +xgboost==1.7.3 From 244ca16620906261456b7ae398fbfb79a761e46d Mon Sep 17 00:00:00 2001 From: Kevin Anderson Date: Mon, 23 Jan 2023 15:35:09 -0500 Subject: [PATCH 05/10] fix mistake --- docs/system_availability_example.ipynb | 1 - 1 file changed, 1 deletion(-) diff --git a/docs/system_availability_example.ipynb b/docs/system_availability_example.ipynb index 3e42dee3..88b0c304 100644 --- a/docs/system_availability_example.ipynb +++ b/docs/system_availability_example.ipynb @@ -231,7 +231,6 @@ "output_type": "stream", "text": [ "C:\\Users\\KANDERSO\\Software\\Anaconda3\\envs\\rdtools310\\lib\\site-packages\\rdtools\\plotting.py:385: UserWarning: The availability module is currently experimental. The API, results, and default behaviors may change in future releases (including MINOR and PATCH releases) as the code matures.\n", - " warnings.warn(\n", ] }, { From 20c7bcd4fe059464f2d864859ab0902f76a58dd1 Mon Sep 17 00:00:00 2001 From: Kevin Anderson Date: Tue, 24 Jan 2023 14:01:24 -0500 Subject: [PATCH 06/10] pin nbval to solve semicolon suppression issue --- setup.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/setup.py b/setup.py index 27d7d9ce..3777902d 100644 --- a/setup.py +++ b/setup.py @@ -35,7 +35,7 @@ 'pytest >= 3.6.3', 'coverage', 'flake8', - 'nbval', + 'nbval==0.9.6', # https://github.com/computationalmodelling/nbval/issues/194 'pytest-mock', ] From 01702a801ba742196295b195dd919f45b92a8c66 Mon Sep 17 00:00:00 2001 From: Kevin Anderson Date: Tue, 24 Jan 2023 14:53:38 -0500 Subject: [PATCH 07/10] include xgboost model version warnings in nbs --- docs/TrendAnalysis_example_pvdaq4.ipynb | 7 +++++++ docs/degradation_and_soiling_example_pvdaq_4.ipynb | 7 +++++++ docs/system_availability_example.ipynb | 2 +- 3 files changed, 15 insertions(+), 1 deletion(-) diff --git a/docs/TrendAnalysis_example_pvdaq4.ipynb b/docs/TrendAnalysis_example_pvdaq4.ipynb index 8aca1190..f2c924c1 100644 --- a/docs/TrendAnalysis_example_pvdaq4.ipynb +++ b/docs/TrendAnalysis_example_pvdaq4.ipynb @@ -674,6 +674,13 @@ "C:\\Users\\KANDERSO\\Software\\Anaconda3\\envs\\rdtools310\\lib\\site-packages\\rdtools\\filtering.py:641: UserWarning: The XGBoost filter is an experimental clipping filter that is still under development. The API, results, and default behaviors may change in future releases (including MINOR and PATCH). Use at your own risk!\n", " warnings.warn(\"The XGBoost filter is an experimental clipping filter \"\n" ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[14:48:34] WARNING: C:/buildkite-agent/builds/buildkite-windows-cpu-autoscaling-group-i-08de971ced8a8cdc6-1/xgboost/xgboost-ci-windows/src/learner.cc:888: Found JSON model saved before XGBoost 1.6, please save the model using current version again. The support for old JSON model will be discontinued in XGBoost 2.3.\n" + ] } ], "source": [ diff --git a/docs/degradation_and_soiling_example_pvdaq_4.ipynb b/docs/degradation_and_soiling_example_pvdaq_4.ipynb index 72d551f8..805b73c0 100644 --- a/docs/degradation_and_soiling_example_pvdaq_4.ipynb +++ b/docs/degradation_and_soiling_example_pvdaq_4.ipynb @@ -303,6 +303,13 @@ "/rdtools/filtering.py:641: UserWarning: The XGBoost filter is an experimental clipping filter that is still under development. The API, results, and default behaviors may change in future releases (including MINOR and PATCH). Use at your own risk!\n", " warnings.warn(\"The XGBoost filter is an experimental clipping filter \"\n", "/rdtools/filtering.py:416: UserWarning: The logic-based filter is an experimental clipping filter that is still under development. The API, results, and default behaviors may change in future releases (including MINOR and PATCH). Use at your own risk!\n", + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[14:48:37] WARNING: C:/buildkite-agent/builds/buildkite-windows-cpu-autoscaling-group-i-08de971ced8a8cdc6-1/xgboost/xgboost-ci-windows/src/learner.cc:888: Found JSON model saved before XGBoost 1.6, please save the model using current version again. The support for old JSON model will be discontinued in XGBoost 2.3.\n" + ] + }, " warnings.warn(\"The logic-based filter is an experimental clipping filter \"\n" ] } diff --git a/docs/system_availability_example.ipynb b/docs/system_availability_example.ipynb index 88b0c304..b12fd918 100644 --- a/docs/system_availability_example.ipynb +++ b/docs/system_availability_example.ipynb @@ -230,7 +230,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "C:\\Users\\KANDERSO\\Software\\Anaconda3\\envs\\rdtools310\\lib\\site-packages\\rdtools\\plotting.py:385: UserWarning: The availability module is currently experimental. The API, results, and default behaviors may change in future releases (including MINOR and PATCH releases) as the code matures.\n", + "C:\\Users\\KANDERSO\\Software\\Anaconda3\\envs\\rdtools310\\lib\\site-packages\\rdtools\\plotting.py:385: UserWarning: The availability module is currently experimental. The API, results, and default behaviors may change in future releases (including MINOR and PATCH releases) as the code matures.\n" ] }, { From dcb2b117240d40cffbb70e1a500de12e78ff789c Mon Sep 17 00:00:00 2001 From: Kevin Anderson Date: Tue, 24 Jan 2023 15:26:41 -0500 Subject: [PATCH 08/10] playing dependency bug whackamole --- docs/notebook_requirements.txt | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/docs/notebook_requirements.txt b/docs/notebook_requirements.txt index 650f9e16..13b0d578 100644 --- a/docs/notebook_requirements.txt +++ b/docs/notebook_requirements.txt @@ -27,7 +27,7 @@ MarkupSafe==2.0.0 mistune==2.0.3 nbclient==0.6.3 nbconvert==7.0.0 -nbformat==5.1.0 +nbformat==5.7.3 nest-asyncio==1.5.5 notebook==6.4.12 numexpr==2.8.4 @@ -49,7 +49,7 @@ terminado==0.8.3 testpath==0.3.1 tinycss2==1.1.1 tornado==6.1 -traitlets==5.0.0 +traitlets==5.1.0 wcwidth==0.1.7 webencodings==0.5.1 widgetsnbextension==3.3.0 From 11a1a520b3497cf44fabc84d8a110f188301980c Mon Sep 17 00:00:00 2001 From: Kevin Anderson Date: Tue, 24 Jan 2023 15:26:56 -0500 Subject: [PATCH 09/10] fix availability notebook, again --- docs/system_availability_example.ipynb | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/docs/system_availability_example.ipynb b/docs/system_availability_example.ipynb index b12fd918..8969bbe8 100644 --- a/docs/system_availability_example.ipynb +++ b/docs/system_availability_example.ipynb @@ -230,8 +230,9 @@ "name": "stderr", "output_type": "stream", "text": [ - "C:\\Users\\KANDERSO\\Software\\Anaconda3\\envs\\rdtools310\\lib\\site-packages\\rdtools\\plotting.py:385: UserWarning: The availability module is currently experimental. The API, results, and default behaviors may change in future releases (including MINOR and PATCH releases) as the code matures.\n" - ] + "C:\\Users\\KANDERSO\\Software\\Anaconda3\\envs\\rdtools310\\lib\\site-packages\\rdtools\\plotting.py:385: UserWarning: The availability module is currently experimental. The API, results, and default behaviors may change in future releases (including MINOR and PATCH releases) as the code matures.\n", + " warnings.warn(\n" + ] }, { "data": { From 8384d6628d084c454dd9117bb8123c824eb1a58b Mon Sep 17 00:00:00 2001 From: Kevin Anderson Date: Tue, 14 Feb 2023 14:34:42 -0500 Subject: [PATCH 10/10] drop nbformat back to 5.1.3 I can't reproduce the CI failure locally, so am forced to debug via CI --- docs/notebook_requirements.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/notebook_requirements.txt b/docs/notebook_requirements.txt index 13b0d578..d2f54ee8 100644 --- a/docs/notebook_requirements.txt +++ b/docs/notebook_requirements.txt @@ -27,7 +27,7 @@ MarkupSafe==2.0.0 mistune==2.0.3 nbclient==0.6.3 nbconvert==7.0.0 -nbformat==5.7.3 +nbformat==5.1.3 nest-asyncio==1.5.5 notebook==6.4.12 numexpr==2.8.4