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| import warnings | |
| warnings.simplefilter(action='ignore', category=FutureWarning) | |
| import tensorflow as tf | |
| import numpy as np | |
| import streamlit as st | |
| from PIL import Image | |
| import requests | |
| from io import BytesIO |
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| variable "project_id" { | |
| description = "MLOps-Terraform Project" | |
| type = string | |
| } |
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| project_id = "mlops2022" | |
| subnet_region = "us-west1" | |
| zone = "us-west1-a" | |
| name_prefix = "terraform" | |
| machine_type = "n1-standard-8" |
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| SRC_REPO=https://github.com/esenthil2018/Terraform-GCP.git | |
| LOCAL_DIR=terraform_prov | |
| kpt pkg get $SRC_REPO/provision@main $LOCAL_DIR | |
| cd $LOCAL_DIR |
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| terraform { | |
| required_version = ">= 0.14" | |
| required_providers { | |
| google = "~> 3.6" | |
| } | |
| } | |
| provider "google" { | |
| project = var.project_id | |
| } |
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| variable "project_id" { | |
| description = "MLOps-Terraform Project" | |
| type = string | |
| } | |
| variable "region" { | |
| description = "The region for the GCS bucket" | |
| type = string | |
| default = null | |
| } |
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| project_id = "mlops2022" | |
| subnet_region = "us-west1" | |
| zone = "us-west1-a" | |
| name_prefix = "mlops2022tf" | |
| machine_type = "n1-standard-8" |