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Learn more about bidirectional Unicode charactersOriginal file line number Diff line number Diff line change @@ -0,0 +1,1310 @@ { "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "You need the following libraries to make this work:\n", "Run conda env create -f this_output.yaml\n", "```\n", "name: my-env\n", "channels:\n", "- conda-forge\n", "dependencies:\n", "- jupyterlab\n", "- mamba\n", "- pip\n", "- pip:\n", " - ipython-autotime\n", "```\n", "Then activate the above conda environment and run the notebook to explore" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "\n", "%load_ext autotime" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "1" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" }, { "name": "stdout", "output_type": "stream", "text": [ "time: 3.63 ms\n" ] } ], "source": [ "1" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "Remove all packages in environment /tmp/test1:\n", "\n", "time: 1.95 s\n" ] } ], "source": [ "!conda env remove -p /tmp/test1" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Cache location: /Users/eric.dill/miniconda/pkgs\n", "Will remove the following tarballs:\n", "\n", "/Users/eric.dill/miniconda/pkgs\n", "-------------------------------\n", "numpy-1.14.0-py36_blas_openblas_200.tar.bz2 3.9 MB\n", "certifi-2020.6.20-py36h9f0ad1d_0.tar.bz2 151 KB\n", "blas-1.1-openblas.tar.bz2 1 KB\n", "setuptools-49.2.0-py36h9f0ad1d_0.tar.bz2 937 KB\n", "openblas-0.2.20-8.tar.bz2 20.1 MB\n", "python-3.6.11-h5d1cf6b_1_cpython.tar.bz2 20.2 MB\n", "libgfortran-3.0.1-0.tar.bz2 495 KB\n", "python_abi-3.6-1_cp36m.tar.bz2 4 KB\n", "\n", "---------------------------------------------------\n", "Total: 45.8 MB\n", "\n", "Removed numpy-1.14.0-py36_blas_openblas_200.tar.bz2\n", "Removed certifi-2020.6.20-py36h9f0ad1d_0.tar.bz2\n", "Removed blas-1.1-openblas.tar.bz2\n", "Removed setuptools-49.2.0-py36h9f0ad1d_0.tar.bz2\n", "Removed openblas-0.2.20-8.tar.bz2\n", "Removed python-3.6.11-h5d1cf6b_1_cpython.tar.bz2\n", "Removed libgfortran-3.0.1-0.tar.bz2\n", "Removed python_abi-3.6-1_cp36m.tar.bz2\n", "WARNING: /Users/eric.dill/.conda/pkgs does not exist\n", "Cache location: /Users/eric.dill/miniconda/pkgs\n", "Will remove the following packages:\n", "/Users/eric.dill/miniconda/pkgs\n", "-------------------------------\n", "\n", "setuptools-49.2.0-py36h9f0ad1d_0 3.9 MB\n", "openblas-0.2.20-8 161.7 MB\n", "libgfortran-3.0.1-0 1.6 MB\n", "blas-1.1-openblas 3 KB\n", "certifi-2020.6.20-py36h9f0ad1d_0 299 KB\n", "python_abi-3.6-1_cp36m 10 KB\n", "numpy-1.14.0-py36_blas_openblas_200 16.9 MB\n", "python-3.6.11-h5d1cf6b_1_cpython 53.2 MB\n", "\n", "---------------------------------------------------\n", "Total: 237.5 MB\n", "\n", "removing setuptools-49.2.0-py36h9f0ad1d_0\n", "removing openblas-0.2.20-8\n", "removing libgfortran-3.0.1-0\n", "removing blas-1.1-openblas\n", "removing certifi-2020.6.20-py36h9f0ad1d_0\n", "removing python_abi-3.6-1_cp36m\n", "removing numpy-1.14.0-py36_blas_openblas_200\n", "removing python-3.6.11-h5d1cf6b_1_cpython\n", "time: 3.08 s\n" ] } ], "source": [ "!conda clean -ay" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Collecting package metadata (current_repodata.json): done\n", "Solving environment: failed with repodata from current_repodata.json, will retry with next repodata source.\n", "Collecting package metadata (repodata.json): done\n", "Solving environment: done\n", "\n", "## Package Plan ##\n", "\n", " environment location: /tmp/test1\n", "\n", " added / updated specs:\n", " - numpy=1.14.0\n", "\n", "\n", "The following packages will be downloaded:\n", "\n", " package | build\n", " ---------------------------|-----------------\n", " blas-1.1 | openblas 1 KB defaults\n", " certifi-2020.6.20 | py36h9f0ad1d_0 151 KB defaults\n", " libgfortran-3.0.1 | 0 495 KB defaults\n", " numpy-1.14.0 |py36_blas_openblas_200 3.9 MB defaults\n", " openblas-0.2.20 | 8 20.1 MB defaults\n", " python-3.6.11 |h5d1cf6b_1_cpython 20.2 MB defaults\n", " python_abi-3.6 | 1_cp36m 4 KB defaults\n", " setuptools-49.2.0 | py36h9f0ad1d_0 937 KB defaults\n", " ------------------------------------------------------------\n", " Total: 45.8 MB\n", "\n", "The following NEW packages will be INSTALLED:\n", "\n", " blas conda-forge/osx-64::blas-1.1-openblas\n", " ca-certificates conda-forge/osx-64::ca-certificates-2020.6.20-hecda079_0\n", " certifi conda-forge/osx-64::certifi-2020.6.20-py36h9f0ad1d_0\n", " libcxx conda-forge/osx-64::libcxx-10.0.1-h5f48129_0\n", " libffi conda-forge/osx-64::libffi-3.2.1-h4a8c4bd_1007\n", " libgfortran conda-forge/osx-64::libgfortran-3.0.1-0\n", " ncurses conda-forge/osx-64::ncurses-6.2-hb1e8313_1\n", " numpy conda-forge/osx-64::numpy-1.14.0-py36_blas_openblas_200\n", " openblas conda-forge/osx-64::openblas-0.2.20-8\n", " openssl conda-forge/osx-64::openssl-1.1.1g-h0b31af3_1\n", " pip conda-forge/noarch::pip-20.2-py_0\n", " python conda-forge/osx-64::python-3.6.11-h5d1cf6b_1_cpython\n", " python_abi conda-forge/osx-64::python_abi-3.6-1_cp36m\n", " readline conda-forge/osx-64::readline-8.0-h0678c8f_2\n", " setuptools conda-forge/osx-64::setuptools-49.2.0-py36h9f0ad1d_0\n", " sqlite conda-forge/osx-64::sqlite-3.32.3-h93121df_1\n", " tk conda-forge/osx-64::tk-8.6.10-hbbe82c9_0\n", " wheel conda-forge/noarch::wheel-0.34.2-py_1\n", " xz conda-forge/osx-64::xz-5.2.5-h0b31af3_1\n", " zlib conda-forge/osx-64::zlib-1.2.11-h0b31af3_1006\n", "\n", "\n", "\n", "Downloading and Extracting Packages\n", "openblas-0.2.20 | 20.1 MB | ##################################### | 100% \n", "numpy-1.14.0 | 3.9 MB | ##################################### | 100% \n", "python_abi-3.6 | 4 KB | ##################################### | 100% \n", "certifi-2020.6.20 | 151 KB | ##################################### | 100% \n", "python-3.6.11 | 20.2 MB | ##################################### | 100% \n", "setuptools-49.2.0 | 937 KB | ##################################### | 100% \n", "blas-1.1 | 1 KB | ##################################### | 100% \n", "libgfortran-3.0.1 | 495 KB | ##################################### | 100% \n", "Preparing transaction: done\n", "Verifying transaction: done\n", "Executing transaction: done\n", "#\n", "# To activate this environment, use\n", "#\n", "# $ conda activate /tmp/test1\n", "#\n", "# To deactivate an active environment, use\n", "#\n", "# $ conda deactivate\n", "\n", "time: 53.3 s\n" ] } ], "source": [ "!conda create -p /tmp/test1 numpy=1.14.0 -y" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "name: test\n", "channels:\n", "- conda-forge\n", "dependencies:\n", "- numpy=1.14.0time: 171 ms\n" ] } ], "source": [ "!cat env.yaml" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Cache location: /Users/eric.dill/miniconda/pkgs\n", "Will remove the following tarballs:\n", "\n", "/Users/eric.dill/miniconda/pkgs\n", "-------------------------------\n", "numpy-1.14.0-py36_blas_openblas_200.tar.bz2 3.9 MB\n", "certifi-2020.6.20-py36h9f0ad1d_0.tar.bz2 151 KB\n", "blas-1.1-openblas.tar.bz2 1 KB\n", "setuptools-49.2.0-py36h9f0ad1d_0.tar.bz2 937 KB\n", "openblas-0.2.20-8.tar.bz2 20.1 MB\n", "python-3.6.11-h5d1cf6b_1_cpython.tar.bz2 20.2 MB\n", "libgfortran-3.0.1-0.tar.bz2 495 KB\n", "python_abi-3.6-1_cp36m.tar.bz2 4 KB\n", "\n", "---------------------------------------------------\n", "Total: 45.8 MB\n", "\n", "Removed numpy-1.14.0-py36_blas_openblas_200.tar.bz2\n", "Removed certifi-2020.6.20-py36h9f0ad1d_0.tar.bz2\n", "Removed blas-1.1-openblas.tar.bz2\n", "Removed setuptools-49.2.0-py36h9f0ad1d_0.tar.bz2\n", "Removed openblas-0.2.20-8.tar.bz2\n", "Removed python-3.6.11-h5d1cf6b_1_cpython.tar.bz2\n", "Removed libgfortran-3.0.1-0.tar.bz2\n", "Removed python_abi-3.6-1_cp36m.tar.bz2\n", "WARNING: /Users/eric.dill/.conda/pkgs does not exist\n", "Cache location: /Users/eric.dill/miniconda/pkgs\n", "Will remove the following packages:\n", "/Users/eric.dill/miniconda/pkgs\n", "-------------------------------\n", "\n", "blas-1.1-openblas 3 KB\n", "python_abi-3.6-1_cp36m 10 KB\n", "\n", "---------------------------------------------------\n", "Total: 12 KB\n", "\n", "removing blas-1.1-openblas\n", "removing python_abi-3.6-1_cp36m\n", "time: 2.44 s\n" ] } ], "source": [ "!conda clean -ay" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Collecting package metadata (repodata.json): done\n", "Solving environment: done\n", "\n", "Downloading and Extracting Packages\n", "blas-1.1 | 1 KB | ##################################### | 100% \n", "python_abi-3.6 | 4 KB | ##################################### | 100% \n", "Preparing transaction: done\n", "Verifying transaction: done\n", "Executing transaction: done\n", "#\n", "# To activate this environment, use\n", "#\n", "# $ conda activate /tmp/test2\n", "#\n", "# To deactivate an active environment, use\n", "#\n", "# $ conda deactivate\n", "\n", "time: 29.9 s\n" ] } ], "source": [ "!conda env create -f env.yaml -p /tmp/test2" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "usage: conda-lock [-h] [-c CONDA] [--no-mamba] [-p [PLATFORM]] [-f FILE]\n", " [-m {default,docker}]\n", "\n", "optional arguments:\n", " -h, --help show this help message and exit\n", " -c CONDA, --conda CONDA\n", " path (or name) of the conda/mamba executable to use.\n", " --no-mamba don't attempt to use or install mamba.\n", " -p [PLATFORM], --platform [PLATFORM]\n", " generate lock files for the following platforms\n", " -f FILE, --file FILE path to a conda environment specification\n", " -m {default,docker}, --mode {default,docker}\n", " Run this conda-lock in an isolated docker container.\n", " This may be required to account for some issues where\n", " conda-lock conflicts with existing condarc\n", " configurations.\n", "time: 621 ms\n" ] } ], "source": [ "!conda-lock -h" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "generating lockfile for osx-64\n", "generating lockfile for linux-64\n", "generating lockfile for win-64\n", "Traceback (most recent call last):\n", " File \"/Users/eric.dill/miniconda/envs/jlab/bin/conda-lock\", line 10, in <module>\n", " sys.exit(main())\n", " File \"/Users/eric.dill/miniconda/envs/jlab/lib/python3.8/site-packages/conda_lock/conda_lock.py\", line 400, in main\n", " run_lock(\n", " File \"/Users/eric.dill/miniconda/envs/jlab/lib/python3.8/site-packages/conda_lock/conda_lock.py\", line 391, in run_lock\n", " make_lock_files(\n", " File \"/Users/eric.dill/miniconda/envs/jlab/lib/python3.8/site-packages/conda_lock/conda_lock.py\", line 263, in make_lock_files\n", " dry_run_install = solve_specs_for_arch(\n", " File \"/Users/eric.dill/miniconda/envs/jlab/lib/python3.8/site-packages/conda_lock/conda_lock.py\", line 212, in solve_specs_for_arch\n", " return json.loads(proc.stdout)\n", " File \"/Users/eric.dill/miniconda/envs/jlab/lib/python3.8/json/__init__.py\", line 357, in loads\n", " return _default_decoder.decode(s)\n", " File \"/Users/eric.dill/miniconda/envs/jlab/lib/python3.8/json/decoder.py\", line 337, in decode\n", " obj, end = self.raw_decode(s, idx=_w(s, 0).end())\n", " File \"/Users/eric.dill/miniconda/envs/jlab/lib/python3.8/json/decoder.py\", line 355, in raw_decode\n", " raise JSONDecodeError(\"Expecting value\", s, err.value) from None\n", "json.decoder.JSONDecodeError: Expecting value: line 1 column 1 (char 0)\n", "time: 28.6 s\n" ] } ], "source": [ "!conda-lock -f env.yaml -p osx-64" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "generating lockfile for osx-64\n", "To use the generated lock files create a new environment:\n", "\n", " conda create --name YOURENV --file conda-linux-64.lock\n", "\n", "time: 8.68 s\n" ] } ], "source": [ "!conda-lock -f env.yaml -p osx-64" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Cache location: \n", "There are no tarballs to remove\n", "WARNING: /Users/eric.dill/miniconda/envs/jlab/pkgs does not exist\n", "WARNING: /Users/eric.dill/.conda/pkgs does not exist\n", "Cache location: \n", "There are no unused packages to remove\n", "time: 755 ms\n" ] } ], "source": [ "!conda clean -ay" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "With downloading conda packages" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "Downloading and Extracting Packages\n", "ca-certificates-2020 | ################################################# | 100% \n", "libcxx-10.0.1 | ################################################# | 100% \n", "libgfortran-3.0.1 | ################################################# | 100% \n", "xz-5.2.5 | ################################################# | 100% \n", "zlib-1.2.11 | ################################################# | 100% \n", "libffi-3.2.1 | ################################################# | 100% \n", "ncurses-6.2 | ################################################# | 100% \n", "openblas-0.2.20 | ################################################# | 100% \n", "openssl-1.1.1g | ################################################# | 100% \n", "tk-8.6.10 | ################################################# | 100% \n", "blas-1.1 | ################################################# | 100% \n", "readline-8.0 | ################################################# | 100% \n", "sqlite-3.32.3 | ################################################# | 100% \n", "python-3.6.11 | ################################################# | 100% \n", "numpy-1.14.0 | ################################################# | 100% \n", "Preparing transaction: done\n", "Verifying transaction: done\n", "Executing transaction: done\n", "time: 29.3 s\n" ] } ], "source": [ "!conda create -p /tmp/test3 --file conda-osx-64.lock" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Without downloading conda packages" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Preparing transaction: done\n", "Verifying transaction: done\n", "Executing transaction: done\n", "time: 6.57 s\n" ] } ], "source": [ "!conda create -p /tmp/test4 --file conda-osx-64.lock" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Using just conda" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Collecting package metadata (current_repodata.json): done\n", "Solving environment: failed with repodata from current_repodata.json, will retry with next repodata source.\n", "Collecting package metadata (repodata.json): done\n", "Solving environment: done\n", "\n", "## Package Plan ##\n", "\n", " environment location: /tmp/test5\n", "\n", " added / updated specs:\n", " - numpy=1.14.0\n", "\n", "\n", "The following packages will be downloaded:\n", "\n", " package | build\n", " ---------------------------|-----------------\n", " certifi-2020.6.20 | py36h9f0ad1d_0 151 KB defaults\n", " pip-20.2 | py_0 1.1 MB defaults\n", " python-3.6.11 |h5d1cf6b_1_cpython 20.2 MB defaults\n", " python_abi-3.6 | 1_cp36m 4 KB defaults\n", " setuptools-49.2.0 | py36h9f0ad1d_0 937 KB defaults\n", " wheel-0.34.2 | py_1 24 KB defaults\n", " zlib-1.2.11 | h0b31af3_1006 101 KB defaults\n", " ------------------------------------------------------------\n", " Total: 22.5 MB\n", "\n", "The following NEW packages will be INSTALLED:\n", "\n", " blas conda-forge/osx-64::blas-1.1-openblas\n", " ca-certificates conda-forge/osx-64::ca-certificates-2020.6.20-hecda079_0\n", " certifi conda-forge/osx-64::certifi-2020.6.20-py36h9f0ad1d_0\n", " libcxx conda-forge/osx-64::libcxx-10.0.1-h5f48129_0\n", " libffi conda-forge/osx-64::libffi-3.2.1-h4a8c4bd_1007\n", " libgfortran conda-forge/osx-64::libgfortran-3.0.1-0\n", " ncurses conda-forge/osx-64::ncurses-6.2-hb1e8313_1\n", " numpy conda-forge/osx-64::numpy-1.14.0-py36_blas_openblas_200\n", " openblas conda-forge/osx-64::openblas-0.2.20-8\n", " openssl conda-forge/osx-64::openssl-1.1.1g-h0b31af3_1\n", " pip conda-forge/noarch::pip-20.2-py_0\n", " python conda-forge/osx-64::python-3.6.11-h5d1cf6b_1_cpython\n", " python_abi conda-forge/osx-64::python_abi-3.6-1_cp36m\n", " readline conda-forge/osx-64::readline-8.0-h0678c8f_2\n", " setuptools conda-forge/osx-64::setuptools-49.2.0-py36h9f0ad1d_0\n", " sqlite conda-forge/osx-64::sqlite-3.32.3-h93121df_1\n", " tk conda-forge/osx-64::tk-8.6.10-hbbe82c9_0\n", " wheel conda-forge/noarch::wheel-0.34.2-py_1\n", " xz conda-forge/osx-64::xz-5.2.5-h0b31af3_1\n", " zlib conda-forge/osx-64::zlib-1.2.11-h0b31af3_1006\n", "\n", "\n", "\n", "Downloading and Extracting Packages\n", "zlib-1.2.11 | 101 KB | ##################################### | 100% \n", "setuptools-49.2.0 | 937 KB | ##################################### | 100% \n", "pip-20.2 | 1.1 MB | ##################################### | 100% \n", "python-3.6.11 | 20.2 MB | ##################################### | 100% \n", "python_abi-3.6 | 4 KB | ##################################### | 100% \n", "wheel-0.34.2 | 24 KB | ##################################### | 100% \n", "certifi-2020.6.20 | 151 KB | ##################################### | 100% \n", "Preparing transaction: done\n", "Verifying transaction: done\n", "Executing transaction: done\n", "#\n", "# To activate this environment, use\n", "#\n", "# $ conda activate /tmp/test5\n", "#\n", "# To deactivate an active environment, use\n", "#\n", "# $ conda deactivate\n", "\n", "time: 43.5 s\n" ] } ], "source": [ "!conda create -p /tmp/test5 numpy=1.14.0 -y" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Run it again now that everything is downloaded" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Collecting package metadata (current_repodata.json): done\n", "Solving environment: failed with repodata from current_repodata.json, will retry with next repodata source.\n", "Collecting package metadata (repodata.json): done\n", "Solving environment: done\n", "\n", "## Package Plan ##\n", "\n", " environment location: /tmp/test5\n", "\n", " added / updated specs:\n", " - numpy=1.14.0\n", "\n", "\n", "The following NEW packages will be INSTALLED:\n", "\n", " blas conda-forge/osx-64::blas-1.1-openblas\n", " ca-certificates conda-forge/osx-64::ca-certificates-2020.6.20-hecda079_0\n", " certifi conda-forge/osx-64::certifi-2020.6.20-py36h9f0ad1d_0\n", " libcxx conda-forge/osx-64::libcxx-10.0.1-h5f48129_0\n", " libffi conda-forge/osx-64::libffi-3.2.1-h4a8c4bd_1007\n", " libgfortran conda-forge/osx-64::libgfortran-3.0.1-0\n", " ncurses conda-forge/osx-64::ncurses-6.2-hb1e8313_1\n", " numpy conda-forge/osx-64::numpy-1.14.0-py36_blas_openblas_200\n", " openblas conda-forge/osx-64::openblas-0.2.20-8\n", " openssl conda-forge/osx-64::openssl-1.1.1g-h0b31af3_1\n", " pip conda-forge/noarch::pip-20.2-py_0\n", " python conda-forge/osx-64::python-3.6.11-h5d1cf6b_1_cpython\n", " python_abi conda-forge/osx-64::python_abi-3.6-1_cp36m\n", " readline conda-forge/osx-64::readline-8.0-h0678c8f_2\n", " setuptools conda-forge/osx-64::setuptools-49.2.0-py36h9f0ad1d_0\n", " sqlite conda-forge/osx-64::sqlite-3.32.3-h93121df_1\n", " tk conda-forge/osx-64::tk-8.6.10-hbbe82c9_0\n", " wheel conda-forge/noarch::wheel-0.34.2-py_1\n", " xz conda-forge/osx-64::xz-5.2.5-h0b31af3_1\n", " zlib conda-forge/osx-64::zlib-1.2.11-h0b31af3_1006\n", "\n", "\n", "Preparing transaction: done\n", "Verifying transaction: done\n", "Executing transaction: done\n", "#\n", "# To activate this environment, use\n", "#\n", "# $ conda activate /tmp/test5\n", "#\n", "# To deactivate an active environment, use\n", "#\n", "# $ conda deactivate\n", "\n", "time: 15.9 s\n" ] } ], "source": [ "!conda create -p /tmp/test6 numpy=1.14.0 -y" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Collecting package metadata (current_repodata.json): done\n", "Solving environment: failed with repodata from current_repodata.json, will retry with next repodata source.\n", "Collecting package metadata (repodata.json): done\n", "Solving environment: done\n", "\n", "## Package Plan ##\n", "\n", " environment location: /tmp/test6\n", "\n", " added / updated specs:\n", " - numpy=1.14.0\n", "\n", "\n", "The following NEW packages will be INSTALLED:\n", "\n", " blas conda-forge/osx-64::blas-1.1-openblas\n", " ca-certificates conda-forge/osx-64::ca-certificates-2020.6.20-hecda079_0\n", " certifi conda-forge/osx-64::certifi-2020.6.20-py36h9f0ad1d_0\n", " libcxx conda-forge/osx-64::libcxx-10.0.1-h5f48129_0\n", " libffi conda-forge/osx-64::libffi-3.2.1-h4a8c4bd_1007\n", " libgfortran conda-forge/osx-64::libgfortran-3.0.1-0\n", " ncurses conda-forge/osx-64::ncurses-6.2-hb1e8313_1\n", " numpy conda-forge/osx-64::numpy-1.14.0-py36_blas_openblas_200\n", " openblas conda-forge/osx-64::openblas-0.2.20-8\n", " openssl conda-forge/osx-64::openssl-1.1.1g-h0b31af3_1\n", " pip conda-forge/noarch::pip-20.2-py_0\n", " python conda-forge/osx-64::python-3.6.11-h5d1cf6b_1_cpython\n", " python_abi conda-forge/osx-64::python_abi-3.6-1_cp36m\n", " readline conda-forge/osx-64::readline-8.0-h0678c8f_2\n", " setuptools conda-forge/osx-64::setuptools-49.2.0-py36h9f0ad1d_0\n", " sqlite conda-forge/osx-64::sqlite-3.32.3-h93121df_1\n", " tk conda-forge/osx-64::tk-8.6.10-hbbe82c9_0\n", " wheel conda-forge/noarch::wheel-0.34.2-py_1\n", " xz conda-forge/osx-64::xz-5.2.5-h0b31af3_1\n", " zlib conda-forge/osx-64::zlib-1.2.11-h0b31af3_1006\n", "\n", "\n", "Preparing transaction: done\n", "Verifying transaction: done\n", "Executing transaction: done\n", "#\n", "# To activate this environment, use\n", "#\n", "# $ conda activate /tmp/test6\n", "#\n", "# To deactivate an active environment, use\n", "#\n", "# $ conda deactivate\n", "\n", "time: 12.8 s\n" ] } ], "source": [ "!conda create -p /tmp/test6 numpy=1.14.0 -y" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Collecting package metadata (current_repodata.json): done\n", "Solving environment: failed with repodata from current_repodata.json, will retry with next repodata source.\n", "Collecting package metadata (repodata.json): done\n", "Solving environment: done\n", "\n", "## Package Plan ##\n", "\n", " environment location: /tmp/test7\n", "\n", " added / updated specs:\n", " - numpy=1.14.0\n", "\n", "\n", "The following NEW packages will be INSTALLED:\n", "\n", " blas conda-forge/osx-64::blas-1.1-openblas\n", " ca-certificates conda-forge/osx-64::ca-certificates-2020.6.20-hecda079_0\n", " certifi conda-forge/osx-64::certifi-2020.6.20-py36h9f0ad1d_0\n", " libcxx conda-forge/osx-64::libcxx-10.0.1-h5f48129_0\n", " libffi conda-forge/osx-64::libffi-3.2.1-h4a8c4bd_1007\n", " libgfortran conda-forge/osx-64::libgfortran-3.0.1-0\n", " ncurses conda-forge/osx-64::ncurses-6.2-hb1e8313_1\n", " numpy conda-forge/osx-64::numpy-1.14.0-py36_blas_openblas_200\n", " openblas conda-forge/osx-64::openblas-0.2.20-8\n", " openssl conda-forge/osx-64::openssl-1.1.1g-h0b31af3_1\n", " pip conda-forge/noarch::pip-20.2-py_0\n", " python conda-forge/osx-64::python-3.6.11-h5d1cf6b_1_cpython\n", " python_abi conda-forge/osx-64::python_abi-3.6-1_cp36m\n", " readline conda-forge/osx-64::readline-8.0-h0678c8f_2\n", " setuptools conda-forge/osx-64::setuptools-49.2.0-py36h9f0ad1d_0\n", " sqlite conda-forge/osx-64::sqlite-3.32.3-h93121df_1\n", " tk conda-forge/osx-64::tk-8.6.10-hbbe82c9_0\n", " wheel conda-forge/noarch::wheel-0.34.2-py_1\n", " xz conda-forge/osx-64::xz-5.2.5-h0b31af3_1\n", " zlib conda-forge/osx-64::zlib-1.2.11-h0b31af3_1006\n", "\n", "\n", "Preparing transaction: done\n", "Verifying transaction: done\n", "Executing transaction: done\n", "#\n", "# To activate this environment, use\n", "#\n", "# $ conda activate /tmp/test7\n", "#\n", "# To deactivate an active environment, use\n", "#\n", "# $ conda deactivate\n", "\n", "time: 13.1 s\n" ] } ], "source": [ "!conda create -p /tmp/test7 numpy=1.14.0 -y" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", " __ __ __ __\n", " / \\ / \\ / \\ / \\\n", " / \\/ \\/ \\/ \\\n", "███████████████/ /██/ /██/ /██/ /████████████████████████\n", " / / \\ / \\ / \\ / \\ \\____\n", " / / \\_/ \\_/ \\_/ \\ o \\__,\n", " / _/ \\_____/ `\n", " |/\n", " ███╗ ███╗ █████╗ ███╗ ███╗██████╗ █████╗\n", " ████╗ ████║██╔══██╗████╗ ████║██╔══██╗██╔══██╗\n", " ██╔████╔██║███████║██╔████╔██║██████╔╝███████║\n", " ██║╚██╔╝██║██╔══██║██║╚██╔╝██║██╔══██╗██╔══██║\n", " ██�� ╚═╝ ██║██║ ██║██║ ╚═╝ ██║██████╔╝██║ ██║\n", " ╚═╝ ╚═╝╚═╝ ╚═╝╚═╝ ╚═╝╚═════╝ ╚═╝ ╚═╝\n", "\n", " mamba (0.4.3) supported by @QuantStack\n", "\n", " GitHub: https://github.com/QuantStack/mamba\n", " Twitter: https://twitter.com/QuantStack\n", "\n", "█████████████████████████████████████████████████████████████\n", "\n", "conda-forge/noarch [<=> ] (00m:00s) \n", "conda-forge/noarch [=> ] (00m:00s) 19 KB / ?? 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(2.56 MB/s)\n", "conda-forge/osx-64 [ <] (00m:03s) Finalizing...\n", "conda-forge/osx-64 [ <] (00m:03s) Done\n", "conda-forge/osx-64 [====================] (00m:03s) Done\n", "conda-forge/osx-64 [====================] (00m:03s) Done\n", "\n", "Looking for: ['numpy=1.14.0']\n", "\n", "Transaction\n", "\n", " Prefix: /tmp/test7\n", "\n", " Updating specs:\n", "\n", " - numpy==1.14.0\n", "\n", "\n", " Package Version Build Channel Size\n", "─────────────────────────────────────────────────────────────────────────────────────\n", " Install:\n", "─────────────────────────────────────────────────────────────────────────────────────\n", "\n", "\u001b[32m blas \u001b[00m 1.1 openblas conda-forge/osx-64\u001b[32m Cached\u001b[00m\n", "\u001b[32m ca-certificates\u001b[00m 2020.6.20 hecda079_0 conda-forge/osx-64\u001b[32m Cached\u001b[00m\n", "\u001b[32m certifi \u001b[00m 2020.6.20 py36h9f0ad1d_0 conda-forge/osx-64\u001b[32m Cached\u001b[00m\n", "\u001b[32m libcxx \u001b[00m 10.0.1 h5f48129_0 conda-forge/osx-64\u001b[32m Cached\u001b[00m\n", "\u001b[32m libffi \u001b[00m 3.2.1 h4a8c4bd_1007 conda-forge/osx-64\u001b[32m Cached\u001b[00m\n", "\u001b[32m libgfortran \u001b[00m 3.0.1 0 conda-forge/osx-64\u001b[32m Cached\u001b[00m\n", "\u001b[32m ncurses \u001b[00m 6.2 hb1e8313_1 conda-forge/osx-64\u001b[32m Cached\u001b[00m\n", "\u001b[32m numpy \u001b[00m 1.14.0 py36_blas_openblas_200 conda-forge/osx-64\u001b[32m Cached\u001b[00m\n", "\u001b[32m openblas \u001b[00m 0.2.20 8 conda-forge/osx-64\u001b[32m Cached\u001b[00m\n", "\u001b[32m openssl \u001b[00m 1.1.1g h0b31af3_1 conda-forge/osx-64\u001b[32m Cached\u001b[00m\n", "\u001b[32m pip \u001b[00m 20.2 py_0 conda-forge/noarch\u001b[32m Cached\u001b[00m\n", "\u001b[32m python \u001b[00m 3.6.11 hc38f9c5_1_cpython conda-forge/osx-64\u001b[32m Cached\u001b[00m\n", "\u001b[32m python_abi \u001b[00m 3.6 1_cp36m conda-forge/osx-64\u001b[32m Cached\u001b[00m\n", "\u001b[32m readline \u001b[00m 8.0 h0678c8f_2 conda-forge/osx-64\u001b[32m Cached\u001b[00m\n", "\u001b[32m setuptools \u001b[00m 49.2.0 py36h9f0ad1d_0 conda-forge/osx-64\u001b[32m Cached\u001b[00m\n", "\u001b[32m sqlite \u001b[00m 3.32.3 h93121df_1 conda-forge/osx-64\u001b[32m Cached\u001b[00m\n", "\u001b[32m tk \u001b[00m 8.6.10 hbbe82c9_0 conda-forge/osx-64\u001b[32m Cached\u001b[00m\n", "\u001b[32m wheel \u001b[00m 0.34.2 py36_0 conda-forge/osx-64 43 KB\n", "\u001b[32m xz \u001b[00m 5.2.5 h0b31af3_1 conda-forge/osx-64\u001b[32m Cached\u001b[00m\n", "\u001b[32m zlib \u001b[00m 1.2.11 h01d97ff_1006 conda-forge/osx-64\u001b[32m Cached\u001b[00m\n", "\n", " Summary:\n", "\n", " Install: 20 packages\n", "\n", " Total download: 43 KB\n", "\n", "─────────────────────────────────────────────────────────────────────────────────────\n", "\n", "wheel [========> ] (00m:00s) \n", "wheel [==> ] (00m:00s) 18 KB / 43 KB ( 34.05 KB/s)\n", "wheel [======] (00m:00s) 18 KB / 43 KB ( 34.05 KB/s)\n", "wheel [====================] (00m:00s) Validating...\n", "wheel [====================] (00m:00s) Waiting...\n", "wheel [====================] (00m:00s) Decompressing...\n", "\u001b[1A\u001b[0KFinished wheel (00m:00s) 43 KB 80 KB/s\n", "Preparing transaction: done\n", "Verifying transaction: done\n", "Executing transaction: done\n", "#\n", "# To activate this environment, use\n", "#\n", "# $ conda activate /tmp/test7\n", "#\n", "# To deactivate an active environment, use\n", "#\n", "# $ conda deactivate\n", "\n", "time: 18.4 s\n" ] } ], "source": [ "!mamba create -p /tmp/test7 numpy=1.14.0 -y" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", " __ __ __ __\n", " / \\ / \\ / \\ / \\\n", " / \\/ \\/ \\/ \\\n", "███████████████/ /██/ /██/ /██/ /████████████████████████\n", " / / \\ / \\ / \\ / \\ \\____\n", " / / \\_/ \\_/ \\_/ \\ o \\__,\n", " / _/ \\_____/ `\n", " |/\n", " ███╗ ███╗ █████╗ ███╗ ███╗██████╗ █████╗\n", " ████╗ ████║██╔══██╗████╗ ████║██╔══██╗██╔══██╗\n", " ██╔████╔██║███████║██╔████╔██║██████╔╝███████║\n", " ██║╚██╔╝██║██╔══██║██║╚██╔╝██║██╔══██╗██╔══██║\n", " ██║ ╚═╝ ██║██║ ██║██║ ╚═╝ ██║██████╔╝██║ ██║\n", " ╚═╝ ╚═╝╚═╝ ╚═╝╚═╝ ╚═╝╚═════╝ ╚═╝ ╚═╝\n", "\n", " mamba (0.4.3) supported by @QuantStack\n", "\n", " GitHub: https://github.com/QuantStack/mamba\n", " Twitter: https://twitter.com/QuantStack\n", "\n", "█████████████████████████████████████████████████████████████\n", "\n", "conda-forge/noarch [<=> ] (00m:00s) \n", "conda-forge/noarch [=> ] (00m:00s) 206 KB / ?? (410.40 KB/s)\n", "conda-forge/noarch [=> ] (00m:00s) 206 KB / ?? (410.40 KB/s)\n", "conda-forge/osx-64 [<=> ] (00m:00s) \n", "conda-forge/noarch [=> ] (00m:00s) 206 KB / ?? (410.40 KB/s)\n", "conda-forge/osx-64 [=> ] (00m:00s) 365 KB / ?? (724.67 KB/s)\n", "conda-forge/noarch [<=> ] (00m:00s) 206 KB / ?? (410.40 KB/s)\n", "conda-forge/osx-64 [=> ] (00m:00s) 365 KB / ?? (724.67 KB/s)\n", "conda-forge/noarch [<=> ] (00m:00s) 676 KB / ?? (1.01 MB/s)\n", "conda-forge/osx-64 [=> ] (00m:00s) 365 KB / ?? (724.67 KB/s)\n", "conda-forge/noarch [<=> ] (00m:00s) 676 KB / ?? (1.01 MB/s)\n", "conda-forge/osx-64 [<=> ] (00m:00s) 365 KB / ?? (724.67 KB/s)\n", "conda-forge/noarch [<=> ] (00m:00s) 676 KB / ?? (1.01 MB/s)\n", "conda-forge/osx-64 [<=> ] (00m:00s) 874 KB / ?? (1.30 MB/s)\n", "conda-forge/noarch [<=> ] (00m:00s) 676 KB / ?? (1.01 MB/s)\n", "conda-forge/osx-64 [ <=> ] (00m:00s) 874 KB / ?? (1.30 MB/s)\n", "conda-forge/noarch [<=> ] (00m:00s) 676 KB / ?? 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(2.65 MB/s)\n", "conda-forge/osx-64 [ <] (00m:02s) Finalizing...\n", "conda-forge/osx-64 [ <] (00m:03s) Done\n", "conda-forge/osx-64 [====================] (00m:03s) Done\n", "conda-forge/osx-64 [====================] (00m:03s) Done\n", "\n", "Looking for: ['numpy=1.14.0']\n", "\n", "Transaction\n", "\n", " Prefix: /tmp/test8\n", "\n", " Updating specs:\n", "\n", " - numpy==1.14.0\n", "\n", "\n", " Package Version Build Channel Size\n", "─────────────────────────────────────────────────────────────────────────────────────\n", " Install:\n", "─────────────────────────────────────────────────────────────────────────────────────\n", "\n", "\u001b[32m blas \u001b[00m 1.1 openblas conda-forge/osx-64\u001b[32m Cached\u001b[00m\n", "\u001b[32m ca-certificates\u001b[00m 2020.6.20 hecda079_0 conda-forge/osx-64\u001b[32m Cached\u001b[00m\n", "\u001b[32m certifi \u001b[00m 2020.6.20 py36h9f0ad1d_0 conda-forge/osx-64\u001b[32m Cached\u001b[00m\n", "\u001b[32m libcxx \u001b[00m 10.0.1 h5f48129_0 conda-forge/osx-64\u001b[32m Cached\u001b[00m\n", "\u001b[32m libffi \u001b[00m 3.2.1 h4a8c4bd_1007 conda-forge/osx-64\u001b[32m Cached\u001b[00m\n", "\u001b[32m libgfortran \u001b[00m 3.0.1 0 conda-forge/osx-64\u001b[32m Cached\u001b[00m\n", "\u001b[32m ncurses \u001b[00m 6.2 hb1e8313_1 conda-forge/osx-64\u001b[32m Cached\u001b[00m\n", "\u001b[32m numpy \u001b[00m 1.14.0 py36_blas_openblas_200 conda-forge/osx-64\u001b[32m Cached\u001b[00m\n", "\u001b[32m openblas \u001b[00m 0.2.20 8 conda-forge/osx-64\u001b[32m Cached\u001b[00m\n", "\u001b[32m openssl \u001b[00m 1.1.1g h0b31af3_1 conda-forge/osx-64\u001b[32m Cached\u001b[00m\n", "\u001b[32m pip \u001b[00m 20.2 py_0 conda-forge/noarch\u001b[32m Cached\u001b[00m\n", "\u001b[32m python \u001b[00m 3.6.11 hc38f9c5_1_cpython conda-forge/osx-64\u001b[32m Cached\u001b[00m\n", "\u001b[32m python_abi \u001b[00m 3.6 1_cp36m conda-forge/osx-64\u001b[32m Cached\u001b[00m\n", "\u001b[32m readline \u001b[00m 8.0 h0678c8f_2 conda-forge/osx-64\u001b[32m Cached\u001b[00m\n", "\u001b[32m setuptools \u001b[00m 49.2.0 py36h9f0ad1d_0 conda-forge/osx-64\u001b[32m Cached\u001b[00m\n", "\u001b[32m sqlite \u001b[00m 3.32.3 h93121df_1 conda-forge/osx-64\u001b[32m Cached\u001b[00m\n", "\u001b[32m tk \u001b[00m 8.6.10 hbbe82c9_0 conda-forge/osx-64\u001b[32m Cached\u001b[00m\n", "\u001b[32m wheel \u001b[00m 0.34.2 py36_0 conda-forge/osx-64\u001b[32m Cached\u001b[00m\n", "\u001b[32m xz \u001b[00m 5.2.5 h0b31af3_1 conda-forge/osx-64\u001b[32m Cached\u001b[00m\n", "\u001b[32m zlib \u001b[00m 1.2.11 h01d97ff_1006 conda-forge/osx-64\u001b[32m Cached\u001b[00m\n", "\n", " Summary:\n", "\n", " Install: 20 packages\n", "\n", " Total download: 0 B\n", "\n", "─────────────────────────────────────────────────────────────────────────────────────\n", "\n", "Preparing transaction: done\n", "Verifying transaction: done\n", "Executing transaction: done\n", "#\n", "# To activate this environment, use\n", "#\n", "# $ conda activate /tmp/test8\n", "#\n", "# To deactivate an active environment, use\n", "#\n", "# $ conda deactivate\n", "\n", "time: 16.1 s\n" ] } ], "source": [ "!mamba create -p /tmp/test8 numpy=1.14.0 -y" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", " __ __ __ __\n", " / \\ / \\ / \\ / \\\n", " / \\/ \\/ \\/ \\\n", "███████████████/ /██/ /██/ /██/ /████████████████████████\n", " / / \\ / \\ / \\ / \\ \\____\n", " / / \\_/ \\_/ \\_/ \\ o \\__,\n", " / _/ \\_____/ `\n", " |/\n", " ███╗ ███╗ █████╗ ███╗ ███╗██████╗ █████╗\n", " ████╗ ████║██╔══██╗████╗ ████║██╔══██╗██╔══██╗\n", " ██╔████╔██║███████║██╔████╔██║██████╔╝███████║\n", " ██║╚██╔╝██║██╔══██║██║╚██╔╝██║██╔══██╗██╔══██║\n", " ██║ ╚═╝ ██║██║ ██║██║ ╚═╝ ██║██████╔╝██║ ██║\n", " ╚═╝ ╚═╝╚═╝ ╚═╝╚═╝ ╚═╝╚═════╝ ╚═╝ ╚═╝\n", "\n", " mamba (0.4.3) supported by @QuantStack\n", "\n", " GitHub: https://github.com/QuantStack/mamba\n", " Twitter: https://twitter.com/QuantStack\n", "\n", "█████████████████████████████████████████████████████████████\n", "\n", "Preparing transaction: done\n", "Verifying transaction: done\n", "Executing transaction: done\n", "time: 5.21 s\n" ] } ], "source": [ "!mamba create -p /tmp/test9 --file conda-osx-64.lock" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.8.5" } }, "nbformat": 4, "nbformat_minor": 4 }