- Recipes
- Azure Blob NDJSON file to AWS Redshift
Connect Azure Blob NDJSON file and AWS Redshift in our serverless environment
Use this template to Read NDJSON file entries from Azure Blob container using them to insert rows into AWS Redshift table.
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Read NDJSON file entries from Azure Blob container
Used integrations:
- JavaScript
- Python
class AzureBlobSourceReadRemoteNdjson {
async init() {
// TODO: Create your azure blob credential
// More info at https://yepcode.io/docs/integrations/azure-blob/#credential-configuration
this.azureBlob = yepcode.integration.azureBlob(
"your-azure-blob-credential-name"
);
}
async fetch(publish, done) {
// TODO: customize the container name and blob name to download
// // More info at https://docs.microsoft.com/en-us/javascript/api/@azure/storage-blob/blobserviceclient?view=azure-node-latest#@azure-storage-blob-blobserviceclient-getcontainerclient
const containerClient = this.azureBlob.getContainerClient("container-name");
const blobClient = containerClient.getBlobClient("blob-name");
const result = await blobClient.download();
// result.readableStreamBody is a stream of object content
result.readableStreamBody
.pipe(ndjson.parse())
.on("data", async (line) => {
await publish(line);
})
.on("end", done);
}
async close() {}
}
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Let's talkInsert rows into AWS Redshift table
Used integrations:
- JavaScript
- Python
class AwsRedshiftTargetInsert {
async init() {
// TODO: Create your aws-redshift credential
// More info at https://yepcode.io/docs/integrations/aws-redshift/#credential-configuration
this.awsRedshift = yepcode.integration.awsRedshift(
"your-aws-redshift-credential-name"
);
}
async consume(item) {
// TODO: Customize your sql query
const sqlStatement = `INSERT INTO your-table-name VALUES (${item.someProp}, '${item.someStringProp}')`;
// TODO: Customize the command to be executed
// More info at https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/clients/client-redshift-data/interfaces/executestatementcommandinput.html
this.awsRedshift.send(
new ExecuteStatementCommand({
ClusterIdentifier: "your-cluster-identifier",
Database: "your-database",
DbUser: "your-db-user",
Sql: sqlStatement,
})
);
}
async close() {}
}
class AwsRedshiftTargetInsert:
def setup(self):
# TODO: Create your Redshift credential:
# More info at https://yepcode.io/docs/integrations/aws-redshift/#credential-configuration
self.aws_redshift_client = yepcode.integration.awsRedshift(
"your-redshift-credential-name"
)
def consume(self, generator, done):
for item in generator:
# TODO: Customize your sql query
sql_statement = f"INSERT INTO your-table-name VALUES ({item.someProp}, '{item.someStringProp}')"
# TODO: Customize cluster id, database name and user
# See all supported params in: https://boto3.amazonaws.com/v1/documentation/api/latest/reference/services/redshift-data/client/execute_statement.html
self.aws_redshift_client.execute_statement(
ClusterIdentifier="cluster-name",
Database="db-name",
DbUser="db-user",
Sql=sql_statement
)
done()
def close(self):
pass
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