- Modify release scripts to detect and use current architecture instead of looping through architectures
- Update GitHub workflows to use matrix for Ubuntu versions (20.04, 22.04, 24.04)
- Pass Ubuntu version from matrix to release scripts
- Fix incorrect architecture builds by ensuring binaries are compiled on the proper architecture

…upport

- Update postgresml-dashboard/release.sh to match the pattern of other release scripts
- Fix S3 upload locks by adding unique lock names with timestamps
- Add proper Ubuntu version handling to all release scripts
- Ensure sequential execution of jobs that access the S3 repository

Removes the --lock flag and --lock-name parameter from deb-s3 upload commands across all package release scripts. This addresses the lock file errors in GitHub workflow builds.

- Updates Ubuntu 24.04 Python version from 3.11 to 3.12
- Adds Python 3.12 to Docker image prerequisites
- Removes deb-s3 lock in postgresml-python release script

- Add postgresml-python job to workflow to build Python package first
- Update Docker build to install postgresml-python package separately
- Ensures Python 3.12 is properly used for Ubuntu 24.04

Install the correct Python version for each target Ubuntu version:
- Python 3.8 for Ubuntu 20.04
- Python 3.10 for Ubuntu 22.04
- Python 3.12 for Ubuntu 24.04 (via deadsnakes PPA)

- Add wheel package dependencies for Python 3.12 virtualenv creation
- Install PyTorch before other packages to satisfy auto_gptq dependencies
- Add special handling for Python 3.12 in build script

- Update ubuntu-postgresml-python-package workflow with better Python setup
- Add workflow_call support to make it callable from main workflow
- Change main workflow to use reusable workflow for Python package build
- Addresses dependency issues with Python build for Ubuntu 24.04

…ents

- Renames requirements.linux.txt to requirements.amd64.txt
- Renames requirements.macos.txt to requirements.arm64.txt
- Updates build scripts to use Python 3.11 for all Ubuntu versions
- Updates documentation to clarify architecture-specific requirements
- Simplifies Python version configuration in build scripts

- Add deadsnakes PPA to Docker image to install Python 3.11
- Install Python 3.11 and required development packages
- Remove Python 3.12 which isn't compatible with current PostgresML packages