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03-ecs-trigger-services.yaml
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534 lines (478 loc) · 19.4 KB
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AWSTemplateFormatVersion: '2010-09-09'
Description: 'MinerU ECS S3 Event Trigger Services - Automatic document processing'
Parameters:
ProjectName:
Type: String
Default: mineru-ecs
Description: Project name for resource naming
Environment:
Type: String
Default: production
AllowedValues: [development, staging, production]
Description: Environment name
# Import from other stacks
DataStackName:
Type: String
Description: Name of the data services stack to import resources from
Default: mineru-ecs-data-services-production
InfraStackName:
Type: String
Description: Name of the infrastructure stack to import resources from
Default: mineru-ecs-infrastructure-production
Resources:
# Lambda execution role
ProcessingLambdaRole:
Type: AWS::IAM::Role
Properties:
RoleName: !Sub '${ProjectName}-${Environment}-processing-lambda-role'
AssumeRolePolicyDocument:
Version: '2012-10-17'
Statement:
- Effect: Allow
Principal:
Service: lambda.amazonaws.com
Action: sts:AssumeRole
ManagedPolicyArns:
- arn:aws:iam::aws:policy/service-role/AWSLambdaBasicExecutionRole
Policies:
- PolicyName: ProcessingPolicy
PolicyDocument:
Version: '2012-10-17'
Statement:
- Effect: Allow
Action:
- s3:GetObject
- s3:GetObjectMetadata
Resource:
- !Sub
- '${BucketArn}/*'
- BucketArn:
Fn::ImportValue: !Sub '${DataStackName}-DataBucketArn'
- Effect: Allow
Action:
- sqs:SendMessage
- sqs:GetQueueAttributes
Resource:
- Fn::ImportValue: !Sub '${DataStackName}-ProcessingQueueArn'
- Effect: Allow
Action:
- dynamodb:PutItem
- dynamodb:UpdateItem
- dynamodb:GetItem
Resource:
- Fn::ImportValue: !Sub '${DataStackName}-JobsTableArn'
Tags:
- Key: Project
Value: !Ref ProjectName
- Key: Environment
Value: !Ref Environment
# Lambda function to process S3 events
S3ProcessingTriggerFunction:
Type: AWS::Lambda::Function
Properties:
FunctionName: !Sub '${ProjectName}-${Environment}-s3-trigger'
Runtime: python3.9
Handler: index.lambda_handler
Role: !GetAtt ProcessingLambdaRole.Arn
Timeout: 60
Environment:
Variables:
SQS_QUEUE_URL:
Fn::ImportValue: !Sub '${DataStackName}-ProcessingQueueUrl'
DYNAMODB_TABLE:
Fn::ImportValue: !Sub '${DataStackName}-JobsTableName'
PROJECT_NAME: !Ref ProjectName
ENVIRONMENT: !Ref Environment
Code:
ZipFile: |
import json
import boto3
import os
import uuid
from datetime import datetime
from urllib.parse import unquote_plus
sqs = boto3.client('sqs')
dynamodb = boto3.resource('dynamodb')
s3 = boto3.client('s3')
def lambda_handler(event, context):
print(f"Received event: {json.dumps(event)}")
queue_url = os.environ['SQS_QUEUE_URL']
table_name = os.environ['DYNAMODB_TABLE']
table = dynamodb.Table(table_name)
for record in event['Records']:
# 只处理 ObjectCreated 事件
if not record['eventName'].startswith('ObjectCreated'):
continue
bucket = record['s3']['bucket']['name']
key = unquote_plus(record['s3']['object']['key'])
# 跳过非文档文件
if not is_document_file(key):
print(f"Skipping non-document file: {key}")
continue
# 生成任务ID
job_id = str(uuid.uuid4())
# 创建处理任务记录
try:
table.put_item(
Item={
'job_id': job_id,
'status': 'QUEUED',
'data_bucket': bucket,
'data_key': key,
'input_bucket': bucket,
'input_key': key,
'created_at': datetime.utcnow().isoformat(),
'updated_at': datetime.utcnow().isoformat()
}
)
# 发送消息到SQS队列
message = {
'job_id': job_id,
'data_bucket': bucket,
'data_key': key,
'input_bucket': bucket,
'input_key': key,
'output_prefix': f"processed/{job_id}/",
'timestamp': datetime.utcnow().isoformat()
}
sqs.send_message(
QueueUrl=queue_url,
MessageBody=json.dumps(message),
MessageAttributes={
'job_id': {
'StringValue': job_id,
'DataType': 'String'
},
'file_type': {
'StringValue': get_file_type(key),
'DataType': 'String'
}
}
)
print(f"Successfully queued job {job_id} for file {key}")
except Exception as e:
print(f"Error processing file {key}: {str(e)}")
continue
return {
'statusCode': 200,
'body': json.dumps('Processing completed')
}
def is_document_file(key):
"""检查是否为支持的文档文件"""
supported_extensions = ['.pdf', '.docx', '.doc', '.txt', '.md', '.html']
return any(key.lower().endswith(ext) for ext in supported_extensions)
def get_file_type(key):
"""获取文件类型"""
if key.lower().endswith('.pdf'):
return 'pdf'
elif key.lower().endswith(('.docx', '.doc')):
return 'word'
elif key.lower().endswith('.txt'):
return 'text'
elif key.lower().endswith('.md'):
return 'markdown'
elif key.lower().endswith('.html'):
return 'html'
else:
return 'unknown'
Tags:
- Key: Project
Value: !Ref ProjectName
- Key: Environment
Value: !Ref Environment
# S3 bucket notification permission for Lambda
S3InvokeLambdaPermission:
Type: AWS::Lambda::Permission
Properties:
FunctionName: !Ref S3ProcessingTriggerFunction
Action: lambda:InvokeFunction
Principal: s3.amazonaws.com
SourceArn:
Fn::ImportValue: !Sub '${DataStackName}-DataBucketArn'
# CloudWatch Log Group for Lambda
ProcessingLambdaLogGroup:
Type: AWS::Logs::LogGroup
Properties:
LogGroupName: !Sub '/aws/lambda/${S3ProcessingTriggerFunction}'
RetentionInDays: 7
Tags:
- Key: Project
Value: !Ref ProjectName
- Key: Environment
Value: !Ref Environment
# ========================================
# Post-Processing Lambda for MD files
# ========================================
# Lambda execution role for MD post-processing
MdPostProcessingLambdaRole:
Type: AWS::IAM::Role
Properties:
RoleName: !Sub '${ProjectName}-${Environment}-md-postprocess-role'
AssumeRolePolicyDocument:
Version: '2012-10-17'
Statement:
- Effect: Allow
Principal:
Service: lambda.amazonaws.com
Action: sts:AssumeRole
ManagedPolicyArns:
- arn:aws:iam::aws:policy/service-role/AWSLambdaBasicExecutionRole
Policies:
- PolicyName: S3AccessPolicy
PolicyDocument:
Version: '2012-10-17'
Statement:
- Effect: Allow
Action:
- s3:GetObject
- s3:PutObject
Resource:
- !Sub
- '${BucketArn}/processed/*'
- BucketArn:
Fn::ImportValue: !Sub '${DataStackName}-DataBucketArn'
Tags:
- Key: Project
Value: !Ref ProjectName
- Key: Environment
Value: !Ref Environment
# Lambda function to post-process MD files
MdPostProcessingFunction:
Type: AWS::Lambda::Function
Properties:
FunctionName: !Sub '${ProjectName}-${Environment}-md-postprocess'
Runtime: python3.10
Handler: index.lambda_handler
Role: !GetAtt MdPostProcessingLambdaRole.Arn
Timeout: 60
Environment:
Variables:
CLOUDFRONT_DOMAIN:
Fn::ImportValue: !Sub '${DataStackName}-CloudFrontDomain'
Code:
ZipFile: |
import json
import boto3
import re
import os
import urllib.parse
s3_client = boto3.client('s3')
CLOUDFRONT_DOMAIN = os.environ['CLOUDFRONT_DOMAIN']
def lambda_handler(event, context):
# 获取触发事件的 S3 桶和对象键
bucket = event['Records'][0]['s3']['bucket']['name']
key = urllib.parse.unquote_plus(event['Records'][0]['s3']['object']['key'])
# 检查是否为 .md 文件
if not key.lower().endswith('.md'):
print(f"跳过非 Markdown 文件: {key}")
return {
'statusCode': 200,
'body': json.dumps('非 Markdown 文件,已跳过处理')
}
try:
# 从 S3 获取原始 Markdown 内容
response = s3_client.get_object(Bucket=bucket, Key=key)
content = response['Body'].read().decode('utf-8')
# 获取文件夹路径
folder_path = os.path.dirname(key)
# 使用正则表达式查找并替换图片引用
pattern = r'!\[(.*?)\]\(images/(.*?)\)'
def replace_image_url(match):
# 提取 alt text 和图片名称
alt_text = match.group(1)
image_name = match.group(2)
# 构建 CloudFront URL
cloudfront_url = f"https://{CLOUDFRONT_DOMAIN}/{folder_path}/images/{image_name}"
# 返回完整的 Markdown 语法
return f""
# 应用替换
modified_content = re.sub(pattern, replace_image_url, content)
# 如果内容有更改,上传回 S3
if content != modified_content:
s3_client.put_object(
Bucket=bucket,
Key=key,
Body=modified_content,
ContentType='text/markdown'
)
print(f"成功更新文件: {key}")
print(f"CloudFront Domain: {CLOUDFRONT_DOMAIN}")
else:
print(f"文件没有需要替换的图片引用: {key}")
return {
'statusCode': 200,
'body': json.dumps('处理成功')
}
except Exception as e:
print(f"发生错误: {str(e)}")
return {
'statusCode': 500,
'body': json.dumps(f'处理过程中发生错误: {str(e)}')
}
Tags:
- Key: Project
Value: !Ref ProjectName
- Key: Environment
Value: !Ref Environment
# S3 bucket notification permission for MD post-processing Lambda
S3InvokeMdPostProcessingPermission:
Type: AWS::Lambda::Permission
Properties:
FunctionName: !Ref MdPostProcessingFunction
Action: lambda:InvokeFunction
Principal: s3.amazonaws.com
SourceArn:
Fn::ImportValue: !Sub '${DataStackName}-DataBucketArn'
# CloudWatch Log Group for MD post-processing Lambda
MdPostProcessingLambdaLogGroup:
Type: AWS::Logs::LogGroup
Properties:
LogGroupName: !Sub '/aws/lambda/${MdPostProcessingFunction}'
RetentionInDays: 7
Tags:
- Key: Project
Value: !Ref ProjectName
- Key: Environment
Value: !Ref Environment
# Custom resource to configure S3 notification
S3NotificationConfiguration:
Type: Custom::S3BucketNotification
Properties:
ServiceToken: !GetAtt S3NotificationFunction.Arn
BucketName:
Fn::ImportValue: !Sub '${DataStackName}-DataBucketName'
InputLambdaArn: !GetAtt S3ProcessingTriggerFunction.Arn
ProcessedLambdaArn: !GetAtt MdPostProcessingFunction.Arn
# Lambda function to configure S3 notifications
S3NotificationFunction:
Type: AWS::Lambda::Function
Properties:
FunctionName: !Sub '${ProjectName}-${Environment}-s3-notification-config'
Runtime: python3.9
Handler: index.lambda_handler
Role: !GetAtt S3NotificationRole.Arn
Timeout: 60
Code:
ZipFile: |
import json
import boto3
import cfnresponse
s3 = boto3.client('s3')
def lambda_handler(event, context):
try:
bucket_name = event['ResourceProperties']['BucketName']
input_lambda_arn = event['ResourceProperties']['InputLambdaArn']
processed_lambda_arn = event['ResourceProperties']['ProcessedLambdaArn']
if event['RequestType'] in ['Create', 'Update']:
# Configure S3 notification with two triggers
notification_config = {
'LambdaFunctionConfigurations': [
{
'Id': 'InputProcessingTrigger',
'LambdaFunctionArn': input_lambda_arn,
'Events': ['s3:ObjectCreated:*'],
'Filter': {
'Key': {
'FilterRules': [
{
'Name': 'prefix',
'Value': 'input/'
}
]
}
}
},
{
'Id': 'MdPostProcessingTrigger',
'LambdaFunctionArn': processed_lambda_arn,
'Events': ['s3:ObjectCreated:*'],
'Filter': {
'Key': {
'FilterRules': [
{
'Name': 'prefix',
'Value': 'processed/'
},
{
'Name': 'suffix',
'Value': '.md'
}
]
}
}
}
]
}
s3.put_bucket_notification_configuration(
Bucket=bucket_name,
NotificationConfiguration=notification_config
)
elif event['RequestType'] == 'Delete':
# Remove S3 notification
s3.put_bucket_notification_configuration(
Bucket=bucket_name,
NotificationConfiguration={}
)
cfnresponse.send(event, context, cfnresponse.SUCCESS, {})
except Exception as e:
print(f"Error: {str(e)}")
cfnresponse.send(event, context, cfnresponse.FAILED, {})
# Role for S3 notification configuration Lambda
S3NotificationRole:
Type: AWS::IAM::Role
Properties:
RoleName: !Sub '${ProjectName}-${Environment}-s3-notification-role'
AssumeRolePolicyDocument:
Version: '2012-10-17'
Statement:
- Effect: Allow
Principal:
Service: lambda.amazonaws.com
Action: sts:AssumeRole
ManagedPolicyArns:
- arn:aws:iam::aws:policy/service-role/AWSLambdaBasicExecutionRole
Policies:
- PolicyName: S3NotificationPolicy
PolicyDocument:
Version: '2012-10-17'
Statement:
- Effect: Allow
Action:
- s3:GetBucketNotification
- s3:PutBucketNotification
Resource:
- Fn::ImportValue: !Sub '${DataStackName}-DataBucketArn'
Tags:
- Key: Project
Value: !Ref ProjectName
- Key: Environment
Value: !Ref Environment
Outputs:
# Lambda Function Outputs
ProcessingTriggerFunctionName:
Description: S3 processing trigger function name
Value: !Ref S3ProcessingTriggerFunction
Export:
Name: !Sub '${AWS::StackName}-ProcessingTriggerFunctionName'
ProcessingTriggerFunctionArn:
Description: S3 processing trigger function ARN
Value: !GetAtt S3ProcessingTriggerFunction.Arn
Export:
Name: !Sub '${AWS::StackName}-ProcessingTriggerFunctionArn'
# Lambda Role Output
ProcessingLambdaRoleArn:
Description: Processing Lambda role ARN
Value: !GetAtt ProcessingLambdaRole.Arn
Export:
Name: !Sub '${AWS::StackName}-ProcessingLambdaRoleArn'
# MD Post-Processing Lambda Outputs
MdPostProcessingFunctionName:
Description: MD post-processing function name
Value: !Ref MdPostProcessingFunction
Export:
Name: !Sub '${AWS::StackName}-MdPostProcessingFunctionName'
MdPostProcessingFunctionArn:
Description: MD post-processing function ARN
Value: !GetAtt MdPostProcessingFunction.Arn
Export:
Name: !Sub '${AWS::StackName}-MdPostProcessingFunctionArn'