[Bug]: Failed to build docker image on apple sillicon

[lyzohub]

Is there an existing issue for this?

• I have searched the existing issues

Describe the bug

Building dockerfile on macos sonoma 14.5

FROM python:3.12
RUN pip install pymilvus==2.4.3

Failed to build

[+] Building 14.6s (5/5) FINISHED                                                                                                                                                                                                                               docker:desktop-linux
 => [internal] load build definition from Dockerfile                                                                                                                                                                                                                            0.0s
 => => transferring dockerfile: 86B                                                                                                                                                                                                                                             0.0s
 => [internal] load metadata for docker.io/library/python:3.12                                                                                                                                                                                                                  0.6s
 => [internal] load .dockerignore                                                                                                                                                                                                                                               0.0s
 => => transferring context: 1.04kB                                                                                                                                                                                                                                             0.0s
 => CACHED [1/2] FROM docker.io/library/python:3.12@sha256:4584ea46d313a10e849eb7c5ef36be14773418233516ceaa9e52a8ff7d5e35a5                                                                                                                                                     0.0s
 => ERROR [2/2] RUN pip install pymilvus==2.4.3                                                                                                                                                                                                                                14.0s
------                                                                                                                                                                                                                                                                               
 > [2/2] RUN pip install pymilvus==2.4.3:                                                                                                                                                                                                                                            
2.977 Collecting pymilvus==2.4.3                                                                                                                                                                                                                                                     
3.684   Downloading pymilvus-2.4.3-py3-none-any.whl.metadata (5.3 kB)                                                                                                                                                                                                                
6.317 Requirement already satisfied: setuptools>=67 in /usr/local/lib/python3.12/site-packages (from pymilvus==2.4.3) (70.0.0)                                                                                                                                                       
9.489 Collecting grpcio<=1.63.0,>=1.49.1 (from pymilvus==2.4.3)                                                                                                                                                                                                                      
9.614   Downloading grpcio-1.63.0-cp312-cp312-manylinux_2_17_aarch64.whl.metadata (3.2 kB)
10.80 Collecting protobuf>=3.20.0 (from pymilvus==2.4.3)
10.83   Downloading protobuf-5.27.1-cp38-abi3-manylinux2014_aarch64.whl.metadata (592 bytes)
11.00 Collecting environs<=9.5.0 (from pymilvus==2.4.3)
11.16   Downloading environs-9.5.0-py2.py3-none-any.whl.metadata (14 kB)
11.85 Collecting ujson>=2.0.0 (from pymilvus==2.4.3)
11.89   Downloading ujson-5.10.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.metadata (9.3 kB)
12.93 Collecting pandas>=1.2.4 (from pymilvus==2.4.3)
12.96   Downloading pandas-2.2.2-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.metadata (19 kB)
13.44 INFO: pip is looking at multiple versions of pymilvus to determine which version is compatible with other requirements. This could take a while.
13.45 ERROR: Could not find a version that satisfies the requirement milvus-lite<2.5.0,>=2.4.0 (from pymilvus) (from versions: none)
13.45 ERROR: No matching distribution found for milvus-lite<2.5.0,>=2.4.0
------
Dockerfile:2
--------------------
   1 |     FROM python:3.12
   2 | >>> RUN pip install pymilvus==2.4.3
   3 |     
--------------------
ERROR: failed to solve: process "/bin/sh -c pip install pymilvus==2.4.3" did not complete successfully: exit code: 1

View build details: docker-desktop://dashboard/build/desktop-linux/desktop-linux/pcrakpmt6c846qcj2jfdn09ix
make: *** [dev-build] Error 1

Expected Behavior

Image build successfully

Steps/Code To Reproduce behavior

docker build .

Environment details

- Hardware/Softward conditions (OS, CPU, GPU, Memory): M1 macos sonoma 14.5
- Method of installation (Docker, or from source): docker
- Milvus version (v0.3.1, or v0.4.0):
- Milvus configuration (Settings you made in `server_config.yaml`):

Anything else?

No response

[lyzohub]

Downgrading to 2.4.0 helped.

[XuanYang-cn]

@lyzohub python:3.12 image uses alpine linux by default. Unfortunately Milvus-lite donesn't support it yet. Please use python:3.12-slim for workaround. And we might add supports for Alpine Linux to Milvus-lite's milestone. THX.

See also milvus-io/milvus#33892

[kmplngj]

10.83 
10.83   RuntimeError
10.83 
10.83   Unable to find installation candidates for milvus-lite (2.4.7)
10.83 
10.83   at /usr/local/lib/python3.12/site-packages/poetry/installation/chooser.py:74 in choose_for
10.83        70│ 
10.83        71│             links.append(link)
10.83        72│ 
10.83        73│         if not links:
10.83     →  74│             raise RuntimeError(f"Unable to find installation candidates for {package}")
10.83        75│ 
10.83        76│         # Get the best link
10.83        77│         chosen = max(links, key=lambda link: self._sort_key(package, link))
10.83        78│ 
10.83 
10.83 Cannot install milvus-lite.
10.83 

I have the same problem on Apple Silicon but I already using python:3.12-slim so it seems that workaround does not work.