From a0ac14d0f76188856aa5338788b5f7f42c8e9da0 Mon Sep 17 00:00:00 2001
From: deng <gt810034@gmail.com>
Date: Wed, 1 Mar 2023 14:56:27 +0800
Subject: [PATCH] mlflow 1.30 -> 2.1

---
 env.yaml => conda.yaml | 92 +++++++++++++++++++++++++++++++++---------
 test_pytorch_m1.py     |  8 ++++
 2 files changed, 82 insertions(+), 18 deletions(-)
 rename env.yaml => conda.yaml (61%)
 create mode 100644 test_pytorch_m1.py

diff --git a/env.yaml b/conda.yaml
similarity index 61%
rename from env.yaml
rename to conda.yaml
index a516d7c..46c6722 100644
--- a/env.yaml
+++ b/conda.yaml
@@ -1,26 +1,42 @@
-name: torch
+name: mlflow
 channels:
   - pytorch
-  - anaconda
   - conda-forge
 dependencies:
   - alembic=1.9.4
   - aom=3.5.0
-  - appdirs=1.4.4
+  - arrow-cpp=9.0.0
+  - aws-c-auth=0.6.24
+  - aws-c-cal=0.5.20
+  - aws-c-common=0.8.11
+  - aws-c-compression=0.2.16
+  - aws-c-event-stream=0.2.18
+  - aws-c-http=0.7.4
+  - aws-c-io=0.13.17
+  - aws-c-mqtt=0.8.6
+  - aws-c-s3=0.2.4
+  - aws-c-sdkutils=0.1.7
+  - aws-checksums=0.1.14
+  - aws-crt-cpp=0.19.7
+  - aws-sdk-cpp=1.10.57
   - bcrypt=3.2.2
   - blinker=1.5
-  - bottleneck=1.3.4
+  - brotli=1.0.9
+  - brotli-bin=1.0.9
   - brotlipy=0.7.0
   - bzip2=1.0.8
-  - ca-certificates=2022.4.26
-  - certifi=2022.6.15
+  - c-ares=1.18.1
+  - ca-certificates=2022.12.7
+  - certifi=2022.12.7
   - cffi=1.15.1
   - charset-normalizer=2.1.1
   - click=8.1.3
   - cloudpickle=2.2.1
   - colorama=0.4.6
   - configparser=5.3.0
+  - contourpy=1.0.7
   - cryptography=39.0.1
+  - cycler=0.11.0
   - databricks-cli=0.17.4
   - docker-py=6.0.0
   - entrypoints=0.4
@@ -34,10 +50,13 @@ dependencies:
   - fontconfig=2.14.2
   - fonts-conda-ecosystem=1
   - fonts-conda-forge=1
+  - fonttools=4.38.0
   - freetype=2.12.1
   - gettext=0.21.1
+  - gflags=2.2.2
   - gitdb=4.0.10
   - gitpython=3.1.31
+  - glog=0.6.0
   - gmp=6.2.1
   - gnutls=3.7.8
   - greenlet=2.0.2
@@ -48,57 +67,85 @@ dependencies:
   - importlib_resources=5.12.0
   - itsdangerous=2.1.2
   - jinja2=3.1.2
+  - joblib=1.2.0
   - jpeg=9e
+  - kiwisolver=1.4.4
+  - krb5=1.20.1
   - lame=3.100
   - lcms2=2.14
   - lerc=4.0.0
+  - libabseil=20230125.0
   - libblas=3.9.0
+  - libbrotlicommon=1.0.9
+  - libbrotlidec=1.0.9
+  - libbrotlienc=1.0.9
   - libcblas=3.9.0
-  - libcxx=14.0.6
+  - libcrc32c=1.1.2
+  - libcurl=7.88.1
+  - libcxx=15.0.7
   - libdeflate=1.17
+  - libedit=3.1.20191231
+  - libev=4.33
+  - libevent=2.1.10
   - libffi=3.4.2
   - libgfortran=5.0.0
   - libgfortran5=11.3.0
+  - libgoogle-cloud=2.7.0
+  - libgrpc=1.51.1
   - libiconv=1.17
   - libidn2=2.3.4
   - liblapack=3.9.0
+  - libllvm11=11.1.0
+  - libnghttp2=1.51.0
   - libopenblas=0.3.21
   - libopus=1.3.1
   - libpng=1.6.39
   - libprotobuf=3.21.12
   - libsodium=1.0.18
   - libsqlite=3.40.0
+  - libssh2=1.10.0
   - libtasn1=4.19.0
+  - libthrift=0.18.0
   - libtiff=4.5.0
   - libunistring=0.9.10
+  - libutf8proc=2.8.0
   - libvpx=1.11.0
   - libwebp-base=1.2.4
   - libxcb=1.13
   - libxml2=2.10.3
   - libzlib=1.2.13
   - llvm-openmp=15.0.7
+  - llvmlite=0.39.1
+  - lz4-c=1.9.4
   - mako=1.2.4
+  - markdown=3.4.1
   - markupsafe=2.1.2
-  - mlflow=1.30.0
+  - matplotlib-base=3.7.0
+  - mlflow=2.1.1
+  - munkres=1.1.4
   - ncurses=6.3
   - nettle=3.8.1
-  - numexpr=2.8.1
-  - numpy=1.24.2
+  - numba=0.56.4
+  - numpy=1.23.5
   - oauthlib=3.2.2
   - openh264=2.3.1
   - openjpeg=2.5.0
   - openssl=3.0.8
+  - orc=1.8.2
   - p11-kit=0.24.1
-  - packaging=21.3
-  - pandas=1.4.2
+  - packaging=22.0
+  - pandas=1.5.3
   - paramiko=3.0.0
+  - parquet-cpp=1.5.1
   - pillow=9.4.0
   - pip=23.0.1
-  - pooch=1.6.0
+  - platformdirs=3.0.0
+  - pooch=1.7.0
   - prometheus_client=0.16.0
-  - prometheus_flask_exporter=0.22.0
+  - prometheus_flask_exporter=0.22.2
   - protobuf=4.21.12
   - pthread-stubs=0.4
+  - pyarrow=9.0.0
   - pycparser=2.21
   - pyjwt=2.6.0
   - pynacl=1.5.0
@@ -113,22 +160,30 @@ dependencies:
   - pywin32-on-windows=0.1.0
   - pyyaml=6.0
   - querystring_parser=1.2.4
+  - re2=2023.02.02
   - readline=8.1.2
   - requests=2.28.2
-  - scipy=1.10.0
-  - setuptools=67.3.2
+  - scikit-learn=1.2.1
+  - scipy=1.10.1
+  - setuptools=67.4.0
+  - shap=0.41.0
   - six=1.16.0
+  - slicer=0.0.7
   - smmap=3.0.5
+  - snappy=1.1.9
   - sqlalchemy=1.4.46
   - sqlparse=0.4.3
   - svt-av1=1.4.1
   - tabulate=0.9.0
+  - threadpoolctl=3.1.0
   - tk=8.6.12
   - torchaudio=0.13.1
   - torchvision=0.14.1
   - tqdm=4.64.1
+  - typing-extensions=4.4.0
   - typing_extensions=4.4.0
   - tzdata=2022g
+  - unicodedata2=15.0.0
   - urllib3=1.26.14
   - websocket-client=1.5.1
   - werkzeug=2.2.3
@@ -139,6 +194,7 @@ dependencies:
   - xorg-libxdmcp=1.1.3
   - xz=5.2.6
   - yaml=0.2.5
-  - zipp=3.14.0
+  - zipp=3.15.0
+  - zlib=1.2.13
   - zstd=1.5.2
-prefix: /Users/xiao_deng/miniforge3/envs/torch
+prefix: /Users/xiao_deng/miniforge3/envs/mlflow
diff --git a/test_pytorch_m1.py b/test_pytorch_m1.py
new file mode 100644
index 0000000..095355d
--- /dev/null
+++ b/test_pytorch_m1.py
@@ -0,0 +1,8 @@
+import torch
+import math
+
+print('this ensures that the current MacOS version is at least 12.3+')
+print(torch.backends.mps.is_available())
+
+print('\nthis ensures that the current current PyTorch installation was built with MPS activated.')
+print(torch.backends.mps.is_built())
\ No newline at end of file