|
| 1 | +""" |
| 2 | +DynamoDB Import Comma-separated values (CSV) document. |
| 3 | +
|
| 4 | +An AWS Lambda function used to import batch records to a DynamoDB table. |
| 5 | +""" |
| 6 | +import csv |
| 7 | +import json |
| 8 | +import os |
| 9 | +import uuid |
| 10 | + |
| 11 | +import boto3 |
| 12 | +from botocore.exceptions import ClientError |
| 13 | + |
| 14 | +data_types = os.environ['DataTypes'] |
| 15 | +table_name = os.environ['TableName'] |
| 16 | +item_template = json.loads(os.environ['ItemTemplate']) |
| 17 | +auto_generate_key = os.environ['AutoGenerateKey'] |
| 18 | + |
| 19 | + |
| 20 | +def lambda_handler(event): |
| 21 | + bucket = event['Records'][0]['s3']['bucket']['name'] |
| 22 | + filename = event['Records'][0]['s3']['object']['key'] |
| 23 | + |
| 24 | + import_file(bucket, filename) |
| 25 | + |
| 26 | + |
| 27 | +def import_file(bucket, filename): |
| 28 | + s3 = boto3.client('s3') |
| 29 | + dynamodb = boto3.client('dynamodb') |
| 30 | + try: |
| 31 | + data = s3.get_object(Bucket=bucket, Key=filename)['Body'].read().decode('utf-8') |
| 32 | + csv_reader = csv.reader(data.splitlines(), delimiter=',') |
| 33 | + columns = None |
| 34 | + linenum = 0 |
| 35 | + for row in csv_reader: |
| 36 | + if linenum == 0: |
| 37 | + # use header row to identify the columns.. |
| 38 | + columns = row |
| 39 | + else: |
| 40 | + import_row(row2map(columns, row), dynamodb) |
| 41 | + linenum += 1 |
| 42 | + except ClientError as e: |
| 43 | + print(e) |
| 44 | + |
| 45 | + |
| 46 | +def row2map(columns, row): |
| 47 | + retval = {} |
| 48 | + if (auto_generate_key): |
| 49 | + retval['UUID'] = uuid.uuid4().hex |
| 50 | + for key, value in item_template.items(): |
| 51 | + data_type = data_types[key] if key in data_types else 'S' |
| 52 | + retval[key] = {data_type: value} |
| 53 | + |
| 54 | + for column in columns: |
| 55 | + if len(row[columns.index(column)]) > 0: |
| 56 | + data_type = data_types[column] if column in data_types else 'S' |
| 57 | + retval[column] = {data_type: row[columns.index(column)]} |
| 58 | + return retval |
| 59 | + |
| 60 | + |
| 61 | +def import_row(row, client): |
| 62 | + try: |
| 63 | + client.put_item(TableName=table_name, Item=row) |
| 64 | + except ClientError as e: |
| 65 | + print(e) |
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