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mkdir awx-op
cd awx-op

File: kind.config

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# This is the main Apache server configuration file.  It contains the
# configuration directives that give the server its instructions.
# See http://httpd.apache.org/docs/2.4/ for detailed information about
# the directives and /usr/share/doc/apache2/README.Debian about Debian specific
# hints.
#
#
# Summary of how the Apache 2 configuration works in Debian:
# The Apache 2 web server configuration in Debian is quite different to
# upstream's suggested way to configure the web server. This is because Debian's

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[local]
localhost ansible_connection=local

[lb]
lb ansible_host=localhost ansible_port=2220 ansible_password=codespaces ansible_python_interpreter=/usr/bin/python3


[app]
app1 ansible_host=localhost ansible_port=2221 ansible_password=codespaces
app2 ansible_host=localhost ansible_port=2222 ansible_password=codespaces

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Ansible Controller

Install Ansible with Homebrew on Mac

brew install ansible

Install Visual Studio Code : https://code.visualstudio.com/

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apiVersion: apps/v1
kind: Deployment
metadata:
  name: vote
  labels:
    role: vote
  annotations:
    kubernetes.io/change-cause: "image updated to v5"
spec:
  minReadySeconds: 20

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# .github/workflows/mlops-pipeline.yml
name: MLOps Pipeline

on:
  push:
    branches: [ main ]
    tags: [ 'v*.*.*' ]
  pull_request:
    branches: [ main ]
    

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apiVersion: apps/v1
kind: Deployment
metadata:
  creationTimestamp: null
  labels:
    app: vote
  name: vote
spec:
  replicas: 2
  selector:

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name: Streamlit CI

on:
  push:
    paths:
      - 'streamlit_app/**'
  workflow_dispatch:

jobs:
  build-and-push:

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model:
  best_model: GradientBoosting
  feature_sets:
    rfe:
    - '0'
    - '1'
    - '2'
    - '3'
    - '4'
    - '5'

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# Use python alpine base image
FROM python:3.11-alpine3.17

# Set working directory
WORKDIR /app

# Copy source code to container
COPY . /app

# Install dependencies