search

pycaret / pycaret

An open-source, low-code machine learning library in Python
https://www.pycaret.org
MIT License
8.99k stars 1.78k forks source link

[INSTALL]: #3769

Closed lalitsc12 closed 1 year ago

lalitsc12 commented 1 year ago

Installation check

Platform

macOS-14.0-arm64-arm-64bit

Installation Method

pip install

pycaret Version

latest

Python Version

Python 3.11.5

Description

Getting Numpy related errror while installing Pycaret

Installation Logs

Collecting pycaret Obtaining dependency information for pycaret from https://files.pythonhosted.org/packages/d5/54/d575af389203fc27d6c6cf7d60c4e67fcabfda4bc8e84271c8a396bd4a03/pycaret-3.1.0-py3-none-any.whl.metadata Using cached pycaret-3.1.0-py3-none-any.whl.metadata (16 kB) Requirement already satisfied: ipython>=5.5.0 in /Users/lalitchaudhari/anaconda3/lib/python3.11/site-packages (from pycaret) (8.15.0) Requirement already satisfied: ipywidgets>=7.6.5 in /Users/lalitchaudhari/anaconda3/lib/python3.11/site-packages (from pycaret) (8.0.4) Requirement already satisfied: tqdm>=4.62.0 in /Users/lalitchaudhari/anaconda3/lib/python3.11/site-packages (from pycaret) (4.65.0) Collecting numpy<1.24,>=1.21 (from pycaret) Using cached numpy-1.23.5-cp311-cp311-macosx_11_0_arm64.whl (13.3 MB) Collecting pandas<2.0.0,>=1.3.0 (from pycaret) Using cached pandas-1.5.3-cp311-cp311-macosx_11_0_arm64.whl (10.8 MB) Requirement already satisfied: jinja2>=1.2 in /Users/lalitchaudhari/anaconda3/lib/python3.11/site-packages (from pycaret) (3.1.2) Collecting scipy~=1.10.1 (from pycaret) Using cached scipy-1.10.1-cp311-cp311-macosx_12_0_arm64.whl (28.7 MB) Requirement already satisfied: joblib>=1.2.0 in /Users/lalitchaudhari/anaconda3/lib/python3.11/site-packages (from pycaret) (1.2.0) Collecting scikit-learn<1.3.0,>=1.0 (from pycaret) Using cached scikit_learn-1.2.2-cp311-cp311-macosx_12_0_arm64.whl (8.4 MB) Collecting pyod>=1.0.8 (from pycaret) Using cached pyod-1.1.0.tar.gz (153 kB) Preparing metadata (setup.py) ... done Requirement already satisfied: imbalanced-learn>=0.8.1 in /Users/lalitchaudhari/anaconda3/lib/python3.11/site-packages (from pycaret) (0.10.1) Collecting category-encoders>=2.4.0 (from pycaret) Obtaining dependency information for category-encoders>=2.4.0 from https://files.pythonhosted.org/packages/1f/e2/495811f12b2e90753fff0e42a07adb0370a725de17cc23a579ac9d3ca67c/category_encoders-2.6.2-py2.py3-none-any.whl.metadata Using cached category_encoders-2.6.2-py2.py3-none-any.whl.metadata (8.0 kB) Collecting lightgbm>=3.0.0 (from pycaret) Using cached lightgbm-4.1.0.tar.gz (1.7 MB) Installing build dependencies ... done Getting requirements to build wheel ... done Installing backend dependencies ... done Preparing metadata (pyproject.toml) ... done Requirement already satisfied: numba>=0.55.0 in /Users/lalitchaudhari/anaconda3/lib/python3.11/site-packages (from pycaret) (0.57.1) Requirement already satisfied: requests>=2.27.1 in /Users/lalitchaudhari/anaconda3/lib/python3.11/site-packages (from pycaret) (2.31.0) Requirement already satisfied: psutil>=5.9.0 in /Users/lalitchaudhari/anaconda3/lib/python3.11/site-packages (from pycaret) (5.9.0) Requirement already satisfied: markupsafe>=2.0.1 in /Users/lalitchaudhari/anaconda3/lib/python3.11/site-packages (from pycaret) (2.1.1) Requirement already satisfied: importlib-metadata>=4.12.0 in /Users/lalitchaudhari/anaconda3/lib/python3.11/site-packages (from pycaret) (6.0.0) Requirement already satisfied: nbformat>=4.2.0 in /Users/lalitchaudhari/anaconda3/lib/python3.11/site-packages (from pycaret) (5.9.2) Requirement already satisfied: cloudpickle in /Users/lalitchaudhari/anaconda3/lib/python3.11/site-packages (from pycaret) (2.2.1) Collecting deprecation>=2.1.0 (from pycaret) Using cached deprecation-2.1.0-py2.py3-none-any.whl (11 kB) Requirement already satisfied: xxhash in /Users/lalitchaudhari/anaconda3/lib/python3.11/site-packages (from pycaret) (2.0.2) Requirement already satisfied: matplotlib>=3.3.0 in /Users/lalitchaudhari/anaconda3/lib/python3.11/site-packages (from pycaret) (3.7.2) Collecting scikit-plot>=0.3.7 (from pycaret) Using cached scikit_plot-0.3.7-py3-none-any.whl (33 kB) Collecting yellowbrick>=1.4 (from pycaret) Using cached yellowbrick-1.5-py3-none-any.whl (282 kB) Requirement already satisfied: plotly>=5.0.0 in /Users/lalitchaudhari/anaconda3/lib/python3.11/site-packages (from pycaret) (5.9.0) Requirement already satisfied: kaleido>=0.2.1 in /Users/lalitchaudhari/anaconda3/lib/python3.11/site-packages (from pycaret) (0.2.1) Collecting schemdraw==0.15 (from pycaret) Using cached schemdraw-0.15-py3-none-any.whl (106 kB) Collecting plotly-resampler>=0.8.3.1 (from pycaret) Obtaining dependency information for plotly-resampler>=0.8.3.1 from https://files.pythonhosted.org/packages/08/1d/87d4ed45c26226630bcb0a205ff006c00645cc68977e22c0f6f16a7f5d2b/plotly_resampler-0.9.1-py3-none-any.whl.metadata Using cached plotly_resampler-0.9.1-py3-none-any.whl.metadata (12 kB) Requirement already satisfied: statsmodels>=0.12.1 in /Users/lalitchaudhari/anaconda3/lib/python3.11/site-packages (from pycaret) (0.14.0) Collecting sktime!=0.17.1,!=0.17.2,!=0.18.0,<0.22.0,>=0.16.1 (from pycaret) Obtaining dependency information for sktime!=0.17.1,!=0.17.2,!=0.18.0,<0.22.0,>=0.16.1 from https://files.pythonhosted.org/packages/0f/70/a791db68c6f6922eb9e79baf1466263147a487c5b7ba7813f5868901e032/sktime-0.21.1-py3-none-any.whl.metadata Using cached sktime-0.21.1-py3-none-any.whl.metadata (25 kB) Collecting tbats>=1.1.3 (from pycaret) Using cached tbats-1.1.3-py3-none-any.whl (44 kB) Collecting pmdarima!=1.8.1,<3.0.0,>=1.8.0 (from pycaret) Using cached pmdarima-2.0.3-cp311-cp311-macosx_11_0_arm64.whl (574 kB) Requirement already satisfied: wurlitzer in /Users/lalitchaudhari/anaconda3/lib/python3.11/site-packages (from pycaret) (3.0.2) Requirement already satisfied: patsy>=0.5.1 in /Users/lalitchaudhari/anaconda3/lib/python3.11/site-packages (from category-encoders>=2.4.0->pycaret) (0.5.3) Requirement already satisfied: packaging in /Users/lalitchaudhari/anaconda3/lib/python3.11/site-packages (from deprecation>=2.1.0->pycaret) (23.1) Requirement already satisfied: threadpoolctl>=2.0.0 in /Users/lalitchaudhari/anaconda3/lib/python3.11/site-packages (from imbalanced-learn>=0.8.1->pycaret) (2.2.0) Requirement already satisfied: zipp>=0.5 in /Users/lalitchaudhari/anaconda3/lib/python3.11/site-packages (from importlib-metadata>=4.12.0->pycaret) (3.11.0) Requirement already satisfied: backcall in /Users/lalitchaudhari/anaconda3/lib/python3.11/site-packages (from ipython>=5.5.0->pycaret) (0.2.0) Requirement already satisfied: decorator in /Users/lalitchaudhari/anaconda3/lib/python3.11/site-packages (from ipython>=5.5.0->pycaret) (5.1.1) Requirement already satisfied: jedi>=0.16 in /Users/lalitchaudhari/anaconda3/lib/python3.11/site-packages (from ipython>=5.5.0->pycaret) (0.18.1) Requirement already satisfied: matplotlib-inline in /Users/lalitchaudhari/anaconda3/lib/python3.11/site-packages (from ipython>=5.5.0->pycaret) (0.1.6) Requirement already satisfied: pickleshare in /Users/lalitchaudhari/anaconda3/lib/python3.11/site-packages (from ipython>=5.5.0->pycaret) (0.7.5) Requirement already satisfied: prompt-toolkit!=3.0.37,<3.1.0,>=3.0.30 in /Users/lalitchaudhari/anaconda3/lib/python3.11/site-packages (from ipython>=5.5.0->pycaret) (3.0.36) Requirement already satisfied: pygments>=2.4.0 in /Users/lalitchaudhari/anaconda3/lib/python3.11/site-packages (from ipython>=5.5.0->pycaret) (2.15.1) Requirement already satisfied: stack-data in /Users/lalitchaudhari/anaconda3/lib/python3.11/site-packages (from ipython>=5.5.0->pycaret) (0.2.0) Requirement already satisfied: traitlets>=5 in /Users/lalitchaudhari/anaconda3/lib/python3.11/site-packages (from ipython>=5.5.0->pycaret) (5.7.1) Requirement already satisfied: pexpect>4.3 in /Users/lalitchaudhari/anaconda3/lib/python3.11/site-packages (from ipython>=5.5.0->pycaret) (4.8.0) Requirement already satisfied: appnope in /Users/lalitchaudhari/anaconda3/lib/python3.11/site-packages (from ipython>=5.5.0->pycaret) (0.1.2) Requirement already satisfied: ipykernel>=4.5.1 in /Users/lalitchaudhari/anaconda3/lib/python3.11/site-packages (from ipywidgets>=7.6.5->pycaret) (6.25.0) Requirement already satisfied: widgetsnbextension~=4.0 in /Users/lalitchaudhari/anaconda3/lib/python3.11/site-packages (from ipywidgets>=7.6.5->pycaret) (4.0.5) Requirement already satisfied: jupyterlab-widgets~=3.0 in /Users/lalitchaudhari/anaconda3/lib/python3.11/site-packages (from ipywidgets>=7.6.5->pycaret) (3.0.5) Requirement already satisfied: contourpy>=1.0.1 in /Users/lalitchaudhari/anaconda3/lib/python3.11/site-packages (from matplotlib>=3.3.0->pycaret) (1.0.5) Requirement already satisfied: cycler>=0.10 in /Users/lalitchaudhari/anaconda3/lib/python3.11/site-packages (from matplotlib>=3.3.0->pycaret) (0.11.0) Requirement already satisfied: fonttools>=4.22.0 in /Users/lalitchaudhari/anaconda3/lib/python3.11/site-packages (from matplotlib>=3.3.0->pycaret) (4.25.0) Requirement already satisfied: kiwisolver>=1.0.1 in /Users/lalitchaudhari/anaconda3/lib/python3.11/site-packages (from matplotlib>=3.3.0->pycaret) (1.4.4) Requirement already satisfied: pillow>=6.2.0 in /Users/lalitchaudhari/anaconda3/lib/python3.11/site-packages (from matplotlib>=3.3.0->pycaret) (9.4.0) Requirement already satisfied: pyparsing<3.1,>=2.3.1 in /Users/lalitchaudhari/anaconda3/lib/python3.11/site-packages (from matplotlib>=3.3.0->pycaret) (3.0.9) Requirement already satisfied: python-dateutil>=2.7 in /Users/lalitchaudhari/anaconda3/lib/python3.11/site-packages (from matplotlib>=3.3.0->pycaret) (2.8.2) Requirement already satisfied: fastjsonschema in /Users/lalitchaudhari/anaconda3/lib/python3.11/site-packages (from nbformat>=4.2.0->pycaret) (2.16.2) Requirement already satisfied: jsonschema>=2.6 in /Users/lalitchaudhari/anaconda3/lib/python3.11/site-packages (from nbformat>=4.2.0->pycaret) (4.17.3) Requirement already satisfied: jupyter-core in /Users/lalitchaudhari/anaconda3/lib/python3.11/site-packages (from nbformat>=4.2.0->pycaret) (5.3.0) Requirement already satisfied: llvmlite<0.41,>=0.40.0dev0 in /Users/lalitchaudhari/anaconda3/lib/python3.11/site-packages (from numba>=0.55.0->pycaret) (0.40.0) Requirement already satisfied: pytz>=2020.1 in /Users/lalitchaudhari/anaconda3/lib/python3.11/site-packages (from pandas<2.0.0,>=1.3.0->pycaret) (2023.3.post1) Requirement already satisfied: tenacity>=6.2.0 in /Users/lalitchaudhari/anaconda3/lib/python3.11/site-packages (from plotly>=5.0.0->pycaret) (8.2.2) Collecting dash<3.0.0,>=2.11.0 (from plotly-resampler>=0.8.3.1->pycaret) Obtaining dependency information for dash<3.0.0,>=2.11.0 from https://files.pythonhosted.org/packages/9b/b4/d522c16b41a8da013fd60a67f9618e57c504cd2c80e02a7a861413b93906/dash-2.13.0-py3-none-any.whl.metadata Using cached dash-2.13.0-py3-none-any.whl.metadata (11 kB) INFO: pip is looking at multiple versions of plotly-resampler to determine which version is compatible with other requirements. This could take a while. Collecting plotly-resampler>=0.8.3.1 (from pycaret) Obtaining dependency information for plotly-resampler>=0.8.3.1 from https://files.pythonhosted.org/packages/f2/74/ffa10e51ca8ea05299cd850c4d42112e597bfefee33ba904e8dfc5f7cbab/plotly_resampler-0.9.0-py3-none-any.whl.metadata Using cached plotly_resampler-0.9.0-py3-none-any.whl.metadata (12 kB) Obtaining dependency information for plotly-resampler>=0.8.3.1 from https://files.pythonhosted.org/packages/0c/3b/1f9aab0535f23e04f085911cd761fafc31f2e085c771b6e3c04c84d1d5cf/plotly_resampler-0.9.0rc6-py3-none-any.whl.metadata Downloading plotly_resampler-0.9.0rc6-py3-none-any.whl.metadata (12 kB) Collecting jupyter-dash>=0.4.2 (from plotly-resampler>=0.8.3.1->pycaret) Using cached jupyter_dash-0.4.2-py3-none-any.whl (23 kB) Collecting plotly-resampler>=0.8.3.1 (from pycaret) Obtaining dependency information for plotly-resampler>=0.8.3.1 from https://files.pythonhosted.org/packages/a1/4e/a01e8b5971763b2171a6920cfab8265e0964e9f42e323baf62cb86335fab/plotly_resampler-0.9.0rc5-py3-none-any.whl.metadata Downloading plotly_resampler-0.9.0rc5-py3-none-any.whl.metadata (12 kB) Obtaining dependency information for plotly-resampler>=0.8.3.1 from https://files.pythonhosted.org/packages/8b/5c/f3cdf85aac0647e3b2fbaead567b9c1cd1b0b3f8420568d0bbc17e30b021/plotly_resampler-0.9.0rc4-py3-none-any.whl.metadata Downloading plotly_resampler-0.9.0rc4-py3-none-any.whl.metadata (12 kB) Obtaining dependency information for plotly-resampler>=0.8.3.1 from https://files.pythonhosted.org/packages/a7/6d/b4ae01eec257c0a0bab5e8ebc2d04f3223556e12951e589ce94f08accbea/plotly_resampler-0.9.0rc3-py3-none-any.whl.metadata Downloading plotly_resampler-0.9.0rc3-py3-none-any.whl.metadata (13 kB) Downloading plotly_resampler-0.9.0rc2-py3-none-any.whl (77 kB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 77.5/77.5 kB 1.4 MB/s eta 0:00:00a 0:00:01 Downloading plotly_resampler-0.9.0rc1-py3-none-any.whl (77 kB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 77.4/77.4 kB 1.1 MB/s eta 0:00:00a 0:00:01 INFO: pip is still looking at multiple versions of plotly-resampler to determine which version is compatible with other requirements. This could take a while. Downloading plotly_resampler-0.9.0rc0-py3-none-any.whl (77 kB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 77.2/77.2 kB 1.0 MB/s eta 0:00:00ta 0:00:01 Downloading plotly_resampler-0.8.4rc1.tar.gz (45 kB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 45.8/45.8 kB 1.1 MB/s eta 0:00:00a 0:00:01 Installing build dependencies ... done Getting requirements to build wheel ... done Preparing metadata (pyproject.toml) ... done WARNING: Requested plotly-resampler>=0.8.3.1 from https://files.pythonhosted.org/packages/d7/5e/71a9e34a36c1855d0c4e30a88405d58c4bbbe7ece802b188628a643f2cda/plotly_resampler-0.8.4rc1.tar.gz (from pycaret), but installing version 0.8.4rc1 Collecting Flask-Cors<4.0.0,>=3.0.10 (from plotly-resampler>=0.8.3.1->pycaret) Using cached Flask_Cors-3.0.10-py2.py3-none-any.whl (14 kB) Collecting Werkzeug<=2.1.2 (from plotly-resampler>=0.8.3.1->pycaret) Using cached Werkzeug-2.1.2-py3-none-any.whl (224 kB) Collecting plotly-resampler>=0.8.3.1 (from pycaret) Using cached plotly_resampler-0.8.3.2.tar.gz (46 kB) Installing build dependencies ... done Getting requirements to build wheel ... done Preparing metadata (pyproject.toml) ... done Using cached plotly-resampler-0.8.3.1.tar.gz (68 kB) Installing build dependencies ... done Getting requirements to build wheel ... done Preparing metadata (pyproject.toml) ... done Collecting pandas<2.0.0,>=1.3.0 (from pycaret) Using cached pandas-1.5.2-cp311-cp311-macosx_11_0_arm64.whl (10.7 MB) INFO: This is taking longer than usual. You might need to provide the dependency resolver with stricter constraints to reduce runtime. See https://pip.pypa.io/warnings/backtracking for guidance. If you want to abort this run, press Ctrl + C. Using cached pandas-1.5.1-cp311-cp311-macosx_11_0_arm64.whl (10.7 MB) Using cached pandas-1.5.0-cp311-cp311-macosx_11_0_arm64.whl (10.7 MB) Downloading pandas-1.5.0rc0.tar.gz (5.2 MB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 5.2/5.2 MB 2.4 MB/s eta 0:00:0000:0100:01 Installing build dependencies ... done Getting requirements to build wheel ... done Preparing metadata (pyproject.toml) ... done WARNING: Requested pandas<2.0.0,>=1.3.0 from https://files.pythonhosted.org/packages/95/d5/7baf2083097a55d4ec1e456099c1c750680cea5427a24e1edd4613a9ba1e/pandas-1.5.0rc0.tar.gz (from pycaret), but installing version 1.5.0rc0 Using cached pandas-1.4.4.tar.gz (4.9 MB) Installing build dependencies ... done Getting requirements to build wheel ... done Preparing metadata (pyproject.toml) ... done Using cached pandas-1.4.3.tar.gz (4.9 MB) Installing build dependencies ... done Getting requirements to build wheel ... done Preparing metadata (pyproject.toml) ... done Using cached pandas-1.4.2.tar.gz (4.9 MB) Installing build dependencies ... done Getting requirements to build wheel ... done Preparing metadata (pyproject.toml) ... done Using cached pandas-1.4.1.tar.gz (4.9 MB) Installing build dependencies ... done Getting requirements to build wheel ... done Preparing metadata (pyproject.toml) ... done Using cached pandas-1.4.0.tar.gz (4.9 MB) Installing build dependencies ... done Getting requirements to build wheel ... done Preparing metadata (pyproject.toml) ... done Downloading pandas-1.4.0rc0.tar.gz (4.9 MB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 4.9/4.9 MB 2.4 MB/s eta 0:00:0000:0100:010m Installing build dependencies ... done Getting requirements to build wheel ... done Preparing metadata (pyproject.toml) ... done WARNING: Requested pandas<2.0.0,>=1.3.0 from https://files.pythonhosted.org/packages/29/e3/6bd596d81eaf9f5b35398fdac0c535efadd9bbf8d0f859739badf9f90c63/pandas-1.4.0rc0.tar.gz (from pycaret), but installing version 1.4.0rc0 Using cached pandas-1.3.5.tar.gz (4.7 MB) Installing build dependencies ... done Getting requirements to build wheel ... done Preparing metadata (pyproject.toml) ... done Using cached pandas-1.3.4.tar.gz (4.7 MB) Installing build dependencies ... done Getting requirements to build wheel ... done Preparing metadata (pyproject.toml) ... done Using cached pandas-1.3.3.tar.gz (4.7 MB) Installing build dependencies ... done Getting requirements to build wheel ... error error: subprocess-exited-with-error × Getting requirements to build wheel did not run successfully. │ exit code: 1 ╰─> [20 lines of output] Traceback (most recent call last): File "/Users/lalitchaudhari/anaconda3/lib/python3.11/site-packages/pip/_vendor/pyproject_hooks/_in_process/_in_process.py", line 353, in main() File "/Users/lalitchaudhari/anaconda3/lib/python3.11/site-packages/pip/_vendor/pyproject_hooks/_in_process/_in_process.py", line 335, in main json_out['return_val'] = hook(**hook_input['kwargs']) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/Users/lalitchaudhari/anaconda3/lib/python3.11/site-packages/pip/_vendor/pyproject_hooks/_in_process/_in_process.py", line 118, in get_requires_for_build_wheel return hook(config_settings) ^^^^^^^^^^^^^^^^^^^^^ File "/private/var/folders/lf/1f6ct58d2w97x353jy20psh40000gn/T/pip-build-env-3rbg1x_w/overlay/lib/python3.11/site-packages/setuptools/build_meta.py", line 355, in get_requires_for_build_wheel return self._get_build_requires(config_settings, requirements=['wheel']) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/private/var/folders/lf/1f6ct58d2w97x353jy20psh40000gn/T/pip-build-env-3rbg1x_w/overlay/lib/python3.11/site-packages/setuptools/build_meta.py", line 325, in _get_build_requires self.run_setup() File "/private/var/folders/lf/1f6ct58d2w97x353jy20psh40000gn/T/pip-build-env-3rbg1x_w/overlay/lib/python3.11/site-packages/setuptools/build_meta.py", line 507, in run_setup super(_BuildMetaLegacyBackend, self).run_setup(setup_script=setup_script) File "/private/var/folders/lf/1f6ct58d2w97x353jy20psh40000gn/T/pip-build-env-3rbg1x_w/overlay/lib/python3.11/site-packages/setuptools/build_meta.py", line 341, in run_setup exec(code, locals()) File "", line 18, in ModuleNotFoundError: No module named 'numpy' [end of output] note: This error originates from a subprocess, and is likely not a problem with pip. error: subprocess-exited-with-error × Getting requirements to build wheel did not run successfully. │ exit code: 1 ╰─> See above for output. note: This error originates from a subprocess, and is likely not a problem with pip. Note: you may need to restart the kernel to use updated packages.
lalitsc12 commented 1 year ago

moving to old verson of python3.10 resolved the issue