- Recipes
- AWS Redshift to Dremio
Connect AWS Redshift and Dremio in our serverless environment
Use this template to Read rows from AWS Redshift table using them to insert data in Dremio.
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Read rows from AWS Redshift table
Used integrations:
- JavaScript
- Python
class AwsRedshiftSourceSelect {
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"
);
// 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
const {
Id
} = await this.awsRedshift.send(
new ExecuteStatementCommand({
ClusterIdentifier: "your-cluster-identifier",
Database: "your-database-name",
DbUser: "your-database-user",
Sql: "SELECT * FROM your-table-name;",
})
);
this.statementId = Id;
await this._awaitStatementToFinish();
}
async fetch(publish, done) {
let nextToken;
// if result is returned paginated, iterate to publish entire statement result
do {
const result = await this.awsRedshift.send(
new GetStatementResultCommand({
Id: this.statementId,
NextToken: nextToken,
})
);
nextToken = result.NextToken;
for (const record of result.Records) {
// Each record come as a list of record cells
// More info at https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/clients/client-redshift-data/interfaces/getstatementresultcommandoutput.html
// TODO: Customize record columns mapping to the item that will be published
const item = {
id: record.id,
...record
};
await publish(item);
}
} while (nextToken);
done();
}
async close() {}
_awaitStatementToFinish() {
return new Promise((resolve, reject) => {
const describeStatementCommand = new DescribeStatementCommand({
Id: this.statementId,
});
// Configure interval to check statement status
const intervalId = setInterval(async () => {
const result = await this.awsRedshift.send(describeStatementCommand);
if (result.Status === "FINISHED") {
clearInterval(intervalId);
resolve();
return;
}
if (result.Status === "FAILED" || result.Status === "ABORTED") {
clearInterval(intervalId);
reject();
return;
}
}, 1000);
});
}
}
import time
class AwsRedshiftSourceSelect:
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"
)
# TODO: Customize your cluster id, database name, user and sql query
response = self.aws_redshift_client.execute_statement(
ClusterIdentifier="cluster-name",
Database="db-name",
DbUser="db-user",
Sql="SELECT * FROM your-table-name"
)
self.statement_id = response.get("Id")
self._await_statement_to_finish()
def generator(self):
# See all supported params in: https://boto3.amazonaws.com/v1/documentation/api/latest/reference/services/redshift-data/client/execute_statement.html
response = self.aws_redshift_client.get_statement_result(Id=self.statement_id)
for record in response.get("Records", []):
yield record
def _await_statement_to_finish(self):
while True:
response = self.aws_redshift_client.describe_statement(
Id=self.statement_id
)
status = response["Status"]
if status == "FINISHED":
return
if status in ("FAILED", "ABORTED"):
raise Exception(f"Statement failed with status: {status}")
time.sleep(1)
def close(self):
pass
Do you need help solving this integration with YepCode?
Let's talkInsert data in Dremio
Used integrations:
- JavaScript
- Python
class HttpTargetDremioInsert {
async init() {
// TODO: Create your http credential with dremio information:
// More info at https://yepcode.io/docs/integrations/http/#credential-configuration
// Official docs: https://docs.dremio.com/current/reference/api/
this.httpClient = yepcode.integration.http("your-dremio-credential-name");
}
async consume(item) {
const projectId = "<your-dremio-project-id>";
// TODO: Map your item to row and customize INSERT statement
// More info at https://docs.dremio.com/cloud/reference/sql/commands/insert/
const query = `INSERT INTO your_source_path.your_table VALUES (${item.id}, ${item.name})`;
// Use the SQL API to submit queries. The response contains the ID for the job associated with the SQL query
// Official docs: https://docs.dremio.com/cloud/reference/api/sql
const {
data: job
} = await this.httpClient.post(`${projectId}/sql`, {
sql: query,
});
// Use the Job API to check the job status. Jobs final status are COMPLETED, FAILED and CANCELED
// Official docs: https://docs.dremio.com/cloud/reference/api/job/
const finalJobStates = ["COMPLETED", "FAILED", "CANCELED"];
let jobInfoResponse = null;
do {
jobInfoResponse = await this.httpClient.get(
`${this.projectId}/job/${job.id}`
);
} while (!finalJobStates.includes(jobInfoResponse.data.jobState));
const {
data: jobInfo
} = jobInfoResponse;
if (jobInfo.jobState === "COMPLETED") {
console.log("Success!!");
} else if (jobInfo.jobState === "FAILED") {
console.log(`Uups! Something was wrong: ${jobInfo.errorMessage}`);
} else {
console.log(`The job's been cancelled: ${jobInfo.cancellationReason}`);
}
}
async close() {}
}
class HttpTargetDremioInsert:
def setup(self):
## TODO: Create your http credential with dremio information
## More info at https://yepcode.io/docs/integrations/http/#credential-configuration
## Official docs: https://docs.dremio.com/cloud/reference/api/
self.session = yepcode.integration.http(
"your-dremio-credential-name"
)
def consume(self, item, done):
## TODO: Customize your select query
query = f'INSERT INTO your_source_path.table_name VALUES ({item.id}, {item.name})'
## Use the SQL API to submit queries. The response contains the ID for the job ssociated with the SQL query
## Official docs: https://docs.dremio.com/cloud/reference/api/sql
project_id = "<your-dremio-project-id>"
query_response = self.session.post(
f"{project_id}/sql",
json={"sql" : query}
)
job_id = query_response.json()['id']
## Use the Job API to check the job status. Jobs final status are COMPLETED, FAILED and CANCELED
## Official docs: https://docs.dremio.com/cloud/reference/api/job/
job_state = 'INIT'
job_info_response = None
FINAL_JOB_STATES = ['COMPLETED', 'FAILED', 'CANCELED']
while job_state not in FINAL_JOB_STATES:
job_info_response = self.session.get(f"{project_id}/job/{job_id}")
job_state = job_info_response.json()['jobState']
if job_state == 'COMPLETED':
print("The query has been completed")
elif job_state == 'FAILED':
yield f"Uups! Something was wrong: {job_info_response.json()['errorMessage']}"
else:
yield f"The job's been cancelled: {job_info_response.json()['cancellationReason']}"
done()
def close(self):
pass
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