Build arm images

[andrewwdye]

TL;DR

Build arm64 images for flytekit and sqlalchemy

Type

• Bug Fix
• Feature
• Plugin

Are all requirements met?

• Code completed
• Smoke tested
• Unit tests added
• Code documentation added
• Any pending items have an associated Issue

Complete description

This change uses the docker/build-push-action and docker buildx multi-arch support to build images for amd64 and arm64 across all supported python versions.

Verified images successfully build in forked repo with mock releases. See publish workflow and images.

Note: Looks like there is a dependency regression in master. Attempting to run tasks with these images fails with

Message: 
local/lib/python3.10/site-packages/flytekitplugins/fsspec/persist.py", line 95, in get
    fs = self.get_filesystem(from_path)
  File "/usr/local/lib/python3.10/site-packages/flytekitplugins/fsspec/persist.py", line 64, in get_filesystem
    return fsspec.filesystem(protocol, **kwargs)  # type: ignore
  File "/usr/local/lib/python3.10/site-packages/fsspec/registry.py", line 283, in filesystem
    cls = get_filesystem_class(protocol)
  File "/usr/local/lib/python3.10/site-packages/fsspec/registry.py", line 245, in get_filesystem_class
    raise ImportError(bit["err"]) from e
ImportError: Install s3fs to access S3

I verified an amd64 image built from master is missing s3*

docker build -f Dockerfile --build-arg PYTHON_VERSION=3.7 --build-arg VERSION=1.2.3 --build-arg DOCKER_IMAGE=foo --platform=linux/amd64 .

docker run --rm -it 046bebaf828a pip list | grep s3
WARNING: The requested image's platform (linux/amd64) does not match the detected host platform (linux/arm64/v8) and no specific platform was requested

Tracking Issue

NA

Follow-up issue

NA

[codecov]

Codecov Report

Merging #1305 (b397a0d) into master (cb651e8) will not change coverage.
The diff coverage is n/a.

@@           Coverage Diff           @@
##           master    #1305   +/-   ##
=======================================
  Coverage   68.87%   68.87%           
=======================================
  Files         287      287           
  Lines       26429    26429           
  Branches     2495     2495           
=======================================
  Hits        18202    18202           
  Misses       7743     7743           
  Partials      484      484           

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[eapolinario]

we could bring the builder back in a later PR.