fraud_detection__prediction.tf

# cloudwatch_event.tf
resource "aws_cloudwatch_event_rule" "fraud_detection_scheduled_rule" {
  name                = "fraud-detection-scheduled-rule"
  schedule_expression = "rate(1 minute)"
  ...
}
# iam_lambda.tf
resource "aws_iam_role" "fraud_detection_lambda_role" {
  name = "fraud-detection-lambda-role"
  ...
}
resource "aws_iam_role_policy_attachment" "fraud_detection_lambda" {
  role       = "${aws_iam_role.fraud_detection_lambda_role.name}"
  policy_arn = "${aws_iam_policy.fraud_detection_lambda_policy.arn}"
}
resource "aws_iam_policy" "fraud_detection_lambda_policy" {
  name        = "sm-notebook-instance-policy"
  description = "Policy for the Notebook Instance to manage training jobs, models and endpoints"
  ...
}
# s3_lambda.tf
resource "aws_s3_bucket" "fraud_detection_function_bucket" {
  bucket = "${var.function_bucket_name}-${var.aws_region}"
  acl    = "private"
  ...
}
data "archive_file" "fraud_detection_archive" {
  type        = "zip"
  source_file = "${path.module}/../source/fraud_detection/index.py"
  output_path = "${path.module}/../dist/fraud_detection.zip"
}
resource "aws_s3_bucket_object" "s3_fraud_detection_archive" {
  bucket = "${aws_s3_bucket.fraud_detection_function_bucket.id}"
  key    = "fraud-detection-using-machine-learning/${var.function_version}/fraud_detection.zip"
  source = "${data.archive_file.fraud_detection_archive.output_path}"
}
# lambda.tf
resource "aws_lambda_function" "fraud_detection_event_processor" {
  handler       = "index.lambda_handler"
  function_name = "fraud-detection-event-processor"
  role          = "${aws_iam_role.fraud_detection_lambda_role.arn}"
  s3_bucket     = "${aws_s3_bucket.fraud_detection_function_bucket.id}"
  s3_key        = "fraud-detection-using-machine-learning/${var.function_version}/fraud_detection.zip"
  ...
}
# iam_kinesis.tf
resource "aws_iam_role" "fraud_detection_firehose_role" {
  name = "fraud-detection-firehose-role"
  ...
}
resource "aws_iam_role_policy_attachment" "fraud_detection_firehose" {
  role       = "${aws_iam_role.fraud_detection_firehose_role.name}"
  policy_arn = "${aws_iam_policy.fraud_detection_firehose_policy.arn}"
}
resource "aws_iam_policy" "fraud_detection_firehose_policy" {
  name        = "fraud-detection-firehose-policy"
  description = "Policy for the Amazon Kinesis Data Firehose to save data to S3 bucket"
  ...
}
# s3_kinesis.tf
resource "aws_s3_bucket" "s3_bucket_2" {
  bucket        = "${var.s3_bucket_name_2}-${var.aws_region}"
  acl           = "private"
  ...
}
# kinesis.tf
resource "aws_kinesis_firehose_delivery_stream" "fraud_detection_firehose_stream" {
  name        = "fraud-detection-firehose-stream"
  destination = "s3"

  s3_configuration {
    bucket_arn         = "${aws_s3_bucket.s3_bucket_2.arn}"
    ...
  }
}