- Recipes
- Azure Blob NDJSON file to Databricks
Connect Azure Blob NDJSON file and Databricks in our serverless environment
Use this template to Read NDJSON file entries from Azure Blob container using them to insert rows into Databricks.
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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 Databricks
Used integrations:
- JavaScript
- Python
class DatabricksTargetInsert {
async init() {
// TODO: Create your databricks credential
// More info at https://yepcode.io/docs/integrations/databricks/#credential-configuration
this.databricks = yepcode.integration.databricks(
"your-databricks-credential-name"
);
this.session = await this.databricks.openSession();
}
async consume(item) {
// TODO: Customize your sql query
// More info at: https://github.com/databricks/databricks-sql-nodejs/blob/main/tests/e2e/data_types.test.js#L151
const operation = await this.session.executeStatement(
`INSERT INTO yourTable VALUES(${item.id}, ${item.name})`
);
const result = await operation.fetchAll();
await operation.close();
return result;
}
async close() {
await this.session.close();
await this.databricks.close();
}
}
Comming soon
We are releasing new Python recipes every week
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