- Recipes
- Dremio to AWS DynamoDB
Connect Dremio and AWS DynamoDB in our serverless environment
Use this template to Read data from Dremio using them to insert items into AWS DynamoDB table.
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Read data from Dremio
Used integrations:
JavaScript
Python
class HttpSourceDremioSelect {
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/cloud/reference/api/
this.dremio = await yepcode.integration.http(
"your-dremio-credential-name"
);
}
async fetch(publish, done) {
// TODO: Customize your select query
// Double-quotation marks within a SQL statement need to be escaped
const query = 'SELECT * FROM path_to_your_dataset."your_dataset_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 projectId = "<your-dremio-project-id>";
const {
data: job
} = this.dremio.post(`${projectId}/sql`, {
sql: query,
});
// Use the Job API to check the job status. Jobs final status are COMPLETED, FAILED and CANCELED
// Official docs: https://docs.dremio.com/cloud/reference/api/job/
const finalJobStates = ["COMPLETED", "FAILED", "CANCELED"];
let jobInfoResponse = null;
do {
jobInfoResponse = await this.dremio.get(
`${this.projectId}/job/${job.id}`
);
} while (!finalJobStates.includes(jobInfoResponse.data.jobState));
const {
data: jobInfo
} = jobInfoResponse;
// When the job is finished, if it's been completed, get the result from Job Results endpoint
// Official docs: https://docs.dremio.com/cloud/reference/api/job/job-results/
// Otherwise, show the job status
if (jobInfo.jobState === "COMPLETED") {
const {
data: result
} = await this.dremio.get(
`${this.projectId}/job/${job.id}/results`
);
publish(result.rows);
} else if (jobInfo.jobState === "FAILED") {
publish(`Uups! Something was wrong: ${jobInfo.errorMessage}`);
} else {
publish(`The job's been cancelled: ${jobInfo.cancellationReason}`);
}
done();
}
async close() {}
}
class HttpSourceDremioSelect:
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.dremio = yepcode.integration.http(
"your-dremio-credential-name"
)
def generator(self):
## TODO: Customize your select query
## Double-quotation marks withing a SQL statement need to be escaped
query = 'SELECT * FROM path_to_your_dataset."your_dataset_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.dremio.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.dremio.get(f"{project_id}/job/{job_id}")
job_state = job_info_response.json()['jobState']
## When the job is finished, if it's been completed, get the result from Job Results endpoint
## Official docs: https://docs.dremio.com/cloud/reference/api/job/job-results/
## Otherwise, show the job status
if job_state == 'COMPLETED':
job_result_response = self.dremio.get(f"{project_id}/job/{job_id}/results")
rows = job_result_response.json()['rows']
for row in rows:
yield row
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']}"
def close(self):
pass
Do you need help solving this integration with YepCode?
Let's talkInsert items into AWS DynamoDB table
Used integrations:
JavaScript
Python
class AwsDynamodbTargetPut {
async init() {
// TODO: Create your aws-dynamodb credential
// More info at https://yepcode.io/docs/integrations/aws-dynamodb/#credential-configuration
this.awsDynamodb = yepcode.integration.awsDynamodb(
"your-aws-dynamodb-credential-name"
);
}
async consume(item) {
// TODO: Customize the command to be executed
// More info at: https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/clients/client-dynamodb/interfaces/putitemcommandinput.html
const putItemCommand = new PutItemCommand({
TableName: "table-name",
Item: {
"table-primary-key-name": {
S: item.id
},
email: {
S: item.email
},
age: {
N: item.age
},
// etc
},
});
await this.awsDynamodb.send(putItemCommand);
}
async close() {}
}
class AwsDynamodbTargetPut:
def setup(self):
# TODO: Create your Dynamodb credential:
# More info at https://yepcode.io/docs/integrations/aws-dynamodb/#credential-configuration
self.aws_dynamodb_client = yepcode.integration.awsDynamodb(
"your-dynamodb-credential-name"
)
def consume(self, generator, done):
# TODO: Customize table name and item to insert
# See all supported params in: https://boto3.amazonaws.com/v1/documentation/api/latest/reference/services/dynamodb/client/put_item.html
for item in generator:
item_to_insert = {
"table-primary-key-name": {"S": item["id"]},
"email": {"S": item["email"]},
"age": {"N": item["age"]},
}
self.aws_dynamodb_client.put_item(TableName="table-name", Item=item_to_insert)
done()
def close(self):
pass
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