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pin miniconda3 to 24.1.2-0 in torchserve Dockerfile
pin miniconda3 to 24.1.2-0 in torchserve Dockerfile this is ~1mo old as per https://hub.docker.com/r/continuumio/miniconda3/tags without this, it fails to find torch=2.0.0. if you try bumping that to 2.3.0, then you get a different error on `mim install mmcv-full==1.7.0` ``` ➜ torchserve git:(main) docker build -t docker_torchserve . [+] Building 1.3s (12/25) docker:desktop-linux => [internal] load build definition from Dockerfile 0.0s => => transferring dockerfile: 1.44kB 0.0s => resolve image config for docker-image://docker.io/docker/dockerfile:1.2 0.4s => CACHED docker-image://docker.io/docker/dockerfile:1.2@sha256:e2a8561e419ab1ba6b2fe6cbdf49fd92b95912df1cf7d313c3e2230a333fdbcc 0.0s => [internal] load build definition from Dockerfile 0.0s => [internal] load .dockerignore 0.0s => => transferring context: 2B 0.0s => [internal] load metadata for docker.io/continuumio/miniconda3:latest 0.2s => [ 1/19] FROM docker.io/continuumio/miniconda3@sha256:2016f249cdae34692a20d90fdb17432d07cf312992345d0e1e492bc36a12a35b 0.0s => [internal] load build context 0.0s => => transferring context: 394B 0.0s => CACHED [ 2/19] RUN mkdir -p /usr/share/man/man1 0.0s => CACHED [ 3/19] RUN apt-get update && DEBIAN_FRONTEND=noninteractive apt-get install --no-install-recommends -y ca-certificates curl python3-pip vim sudo default-jre git gcc build-essentia 0.0s => CACHED [ 4/19] RUN pip install openmim 0.0s => ERROR [ 5/19] RUN pip install torch==2.0.0 0.5s ------ > [ 5/19] RUN pip install torch==2.0.0: 0.427 ERROR: Could not find a version that satisfies the requirement torch==2.0.0 (from versions: 2.2.0, 2.2.1, 2.2.2, 2.3.0) 0.427 ERROR: No matching distribution found for torch==2.0.0 ------ Dockerfile:22 -------------------- 20 | # install python dependencies 21 | RUN pip install openmim 22 | >>> RUN pip install torch==2.0.0 23 | RUN mim install mmcv-full==1.7.0 24 | RUN pip install mmdet==2.27.0 -------------------- ERROR: failed to solve: process "/bin/sh -c pip install torch==2.0.0" did not complete successfully: exit code: 1 ➜ torchserve git:(main) vim Dockerfile ➜ torchserve git:(main) ✗ git diff | cat diff --git a/torchserve/Dockerfile b/torchserve/Dockerfile index e02861e..e849b16 100644 --- a/torchserve/Dockerfile +++ b/torchserve/Dockerfile @@ -19,7 +19,7 @@ RUN apt-get update && \ # install python dependencies RUN pip install openmim -RUN pip install torch==2.0.0 +RUN pip install torch==2.3.0 RUN mim install mmcv-full==1.7.0 RUN pip install mmdet==2.27.0 RUN pip install torchserve ➜ torchserve git:(main) ✗ docker build -t docker_torchserve . [+] Building 0.6s (13/25) docker:desktop-linux => [internal] load build definition from Dockerfile 0.0s => => transferring dockerfile: 1.44kB 0.0s => resolve image config for docker-image://docker.io/docker/dockerfile:1.2 0.2s => CACHED docker-image://docker.io/docker/dockerfile:1.2@sha256:e2a8561e419ab1ba6b2fe6cbdf49fd92b95912df1cf7d313c3e2230a333fdbcc 0.0s => [internal] load .dockerignore 0.0s => => transferring context: 2B 0.0s => [internal] load build definition from Dockerfile 0.0s => [internal] load metadata for docker.io/continuumio/miniconda3:latest 0.1s => [ 1/19] FROM docker.io/continuumio/miniconda3@sha256:2016f249cdae34692a20d90fdb17432d07cf312992345d0e1e492bc36a12a35b 0.0s => [internal] load build context 0.0s => => transferring context: 39B 0.0s => CACHED [ 2/19] RUN mkdir -p /usr/share/man/man1 0.0s => CACHED [ 3/19] RUN apt-get update && DEBIAN_FRONTEND=noninteractive apt-get install --no-install-recommends -y ca-certificates curl python3-pip vim sudo default-jre git gcc build-essentia 0.0s => CACHED [ 4/19] RUN pip install openmim 0.0s => CACHED [ 5/19] RUN pip install torch==2.3.0 0.0s => ERROR [ 6/19] RUN mim install mmcv-full==1.7.0 0.2s ------ > [ 6/19] RUN mim install mmcv-full==1.7.0: 0.170 Traceback (most recent call last): 0.170 File "/opt/conda/bin/mim", line 5, in <module> 0.170 from mim.cli import cli 0.170 File "/opt/conda/lib/python3.12/site-packages/mim/__init__.py", line 10, in <module> 0.170 import setuptools # noqa: F401 0.170 ^^^^^^^^^^^^^^^^^ 0.170 File "/opt/conda/lib/python3.12/site-packages/setuptools/__init__.py", line 16, in <module> 0.171 import setuptools.version 0.171 File "/opt/conda/lib/python3.12/site-packages/setuptools/version.py", line 1, in <module> 0.171 import pkg_resources 0.171 File "/opt/conda/lib/python3.12/site-packages/pkg_resources/__init__.py", line 2172, in <module> 0.172 register_finder(pkgutil.ImpImporter, find_on_path) 0.172 ^^^^^^^^^^^^^^^^^^^ 0.172 AttributeError: module 'pkgutil' has no attribute 'ImpImporter'. Did you mean: 'zipimporter'? ------ Dockerfile:23 -------------------- 21 | RUN pip install openmim 22 | RUN pip install torch==2.3.0 23 | >>> RUN mim install mmcv-full==1.7.0 24 | RUN pip install mmdet==2.27.0 25 | RUN pip install torchserve -------------------- ERROR: failed to solve: process "/bin/sh -c mim install mmcv-full==1.7.0" did not complete successfully: exit code: 1 ➜ torchserve git:(main) ✗ ``` i do not know enough to fix these dependencies forward, but by pinning `miniconda3` i can get it running
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