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template.yaml
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template.yaml
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AWSTemplateFormatVersion: '2010-09-09'
Transform: AWS::Serverless-2016-10-31
Description: >
resume-parser-app
# Parameters require while creating resources
Parameters:
APIGatewayStageName:
Description: Specify stage name for api gateway
Type: String
AllowedValues:
- prod
- dev
- test
Default: dev
ResumeStoreDBName:
Description: Specify dynamo db name
Type: String
Default: StoreResumeData
Debug:
Description: Debug value
Type: String
AllowedValues:
- 0
- 1
Default: 1
ApiUrl:
Description: Specify api for resume parser
Type: String
ApiKey:
Description: Specify apikey for resume parser
Type: String
Resources:
# Execution role will be used by lambda function for uploading files on s3
UploadToS3ExecutionRole:
Type: AWS::IAM::Role
Properties:
AssumeRolePolicyDocument:
Version: "2012-10-17"
Statement:
- Action: sts:AssumeRole
Effect: Allow
Principal:
Service: lambda.amazonaws.com
RoleName: UploadToS3ExecutionRole
# Execution role will be used by lambda function for process resume api
ProcessResumeLambdaExecutionRole:
Type: AWS::IAM::Role
Properties:
AssumeRolePolicyDocument:
Version: "2012-10-17"
Statement:
- Effect: Allow
Action: sts:AssumeRole
Principal:
Service: lambda.amazonaws.com
RoleName: ProcessResumeLambdaExecutionRole
# Execution role will be used by lambda function for get resume api
GetResumeLambdaExecutionRole:
Type: AWS::IAM::Role
Properties:
AssumeRolePolicyDocument:
Version: "2012-10-17"
Statement:
- Effect: Allow
Action: sts:AssumeRole
Principal:
Service: lambda.amazonaws.com
RoleName: GetResumeLambdaExecutionRole
# Policy to upload file on s3
UploadToS3ExecutionPolicy:
Type: AWS::IAM::Policy
Properties:
PolicyName: LambdaPutObjectPolicy
Roles:
- !Ref UploadToS3ExecutionRole
PolicyDocument:
Version: "2012-10-17"
Statement:
- Effect: Allow
Action:
- s3:PutObject
Resource: "*"
# Policy used by lambda functions to upload logs in cloudwatch
UploadLambdaLogs:
Type: AWS::IAM::Policy
Properties:
PolicyName: LambdaPutLogsPolicy
Roles:
- !Ref UploadToS3ExecutionRole
- !Ref ProcessResumeLambdaExecutionRole
- !Ref GetResumeLambdaExecutionRole
PolicyDocument:
Version: "2012-10-17"
Statement:
- Effect: Allow
Action:
- logs:*
Resource: "*"
GetResumeS3Policy:
Type: AWS::IAM::Policy
Properties:
PolicyName: GetResumeS3Policy
Roles:
- !Ref ProcessResumeLambdaExecutionRole
- !Ref GetResumeLambdaExecutionRole
PolicyDocument:
Version: "2012-10-17"
Statement:
- Effect: Allow
Action:
- s3:GetObject
Resource: "*"
# Policy will be used by process resume api lambda
PutResumeDynamoDBPolicy:
Type: AWS::IAM::Policy
Properties:
PolicyName: PutResumeDynamoDBPolicy
Roles:
- !Ref ProcessResumeLambdaExecutionRole
- !Ref GetResumeLambdaExecutionRole
PolicyDocument:
Version: "2012-10-17"
Statement:
- Effect: Allow
Action:
- dynamodb:PutItem
- dynamodb:GetItem
- dynamodb:Scan
Resource: "*"
# Common layer for all lambda functions with required python packages
ResumeParserLayer:
Type: AWS::Serverless::LayerVersion
Properties:
LayerName: resume-parser-layer
Description: All required packages for resume parser project
ContentUri: resume-parser-layer.zip
ProcessResumeLambdaFunction:
Type: AWS::Serverless::Function
Properties:
FunctionName: process-resume-events
CodeUri: lambda_code/
Handler: process_s3_events.lambda_handler
Runtime: python3.8
Role: !GetAtt ProcessResumeLambdaExecutionRole.Arn
Timeout: 100
Environment:
Variables:
DEBUG: !Ref Debug
API_URL: !Ref ApiUrl
API_KEY: !Ref ApiKey
STORE_TABLE_NAME: !Ref ResumeStoreDBName
Layers:
- !Ref ResumeParserLayer
# Permission needed for s3 for invoking lambda function
S3InvokeLambdaPermission:
Type: AWS::Lambda::Permission
Properties:
Action: lambda:InvokeFunction
FunctionName: !Ref ProcessResumeLambdaFunction
Principal: s3.amazonaws.com
SourceArn: !GetAtt StoreBucket.Arn
StoreBucketPolicy:
Type: AWS::S3::BucketPolicy
Properties:
Bucket: !Ref StoreBucket
PolicyDocument:
Version: "2012-10-17"
Statement:
- Effect: Allow
Action:
- s3:PutObject
- s3:GetObject
Resource: !Join
- '/'
- - !GetAtt StoreBucket.Arn
- '*'
Principal: '*'
StoreBucket:
Type: AWS::S3::Bucket
Properties:
BucketName: !Join
- '-'
- - 'resume-parser'
- !Ref AWS::Region
- !Ref AWS::AccountId
BucketEncryption:
ServerSideEncryptionConfiguration:
- ServerSideEncryptionByDefault:
SSEAlgorithm: 'AES256'
NotificationConfiguration:
LambdaConfigurations:
# Invoke lambda function when object is created
- Event: 's3:ObjectCreated:*'
Function: !GetAtt ProcessResumeLambdaFunction.Arn
PublicAccessBlockConfiguration:
BlockPublicAcls: true
BlockPublicPolicy: true
RestrictPublicBuckets: true
UploadToS3LambdaFunction:
Type: AWS::Serverless::Function
Properties:
FunctionName: upload-resume-to-s3
CodeUri: lambda_code/
Handler: upload_to_s3.lambda_handler
Runtime: python3.8
Events:
UploadToS3:
Type: Api
Properties:
Path: /upload-resume
Method: POST
RestApiId: !Ref ResumeAPI
Role: !GetAtt UploadToS3ExecutionRole.Arn
Environment:
Variables:
UPLOAD_S3_NAME: !Ref StoreBucket
Layers:
- !Ref ResumeParserLayer
ResumeAPI:
Type: AWS::Serverless::Api
Properties:
Name: resume-parser-api
StageName: !Ref APIGatewayStageName
BinaryMediaTypes:
- 'application/pdf'
# Dynamo db to store data points extracted from resume
ResumeDynamoDB:
Type: AWS::DynamoDB::Table
Properties:
TableName: !Ref ResumeStoreDBName
AttributeDefinitions:
- AttributeName: id
AttributeType: S
- AttributeName: cr_timestamp
AttributeType: S
KeySchema:
- AttributeName: id
KeyType: HASH
- AttributeName: cr_timestamp
KeyType: RANGE
ProvisionedThroughput:
ReadCapacityUnits: 1
WriteCapacityUnits: 1
# Api for getting resume data stored in dynamo db and s3
GetResumeLambdaFunction:
Type: AWS::Serverless::Function
Properties:
FunctionName: get-resumes
CodeUri: lambda_code/
Handler: get_resumes.lambda_handler
Runtime: python3.8
Role: !GetAtt GetResumeLambdaExecutionRole.Arn
Events:
GetResume:
Type: Api
Properties:
Method: GET
Path: /get-resume
RestApiId: !Ref ResumeAPI
Environment:
Variables:
UPLOAD_S3_NAME: !Ref StoreBucket
STORE_TABLE_NAME: !Ref ResumeStoreDBName
Layers:
- !Ref ResumeParserLayer