- Recipes
- Zyte automatic extraction to Databricks
Connect Zyte automatic extraction and Databricks in our serverless environment
Use this template to Zyte automatic extraction items using them to insert rows into Databricks.
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Zyte automatic extraction items
Used integrations:
- JavaScript
- Python
class HttpSourceZyteAutomaticExtraction {
async init() {
// TODO: Create your http credential with zyte information:
// More info at https://yepcode.io/docs/integrations/http/#credential-configuration
// Get your Zyte API key following guide at: https://docs.zyte.com/automatic-extraction-get-started.html
// baseUrl: https://autoextract.scrapinghub.com/v1
// user: <your_automatic_extraction_api_key>
// password: empty
this.httpClient = yepcode.integration.http(
"your-http-zyte-credential-name"
);
}
async fetch(publish, done) {
// TODO: Customize your request checking the API documentation:
// https://docs.zyte.com/automatic-extraction.html
const payload = [
// In this sample we'll use the product list extraction: https://docs.zyte.com/automatic-extraction/product-list.html
// TODO: Other lists or single object extractions may be done changing this payload:
// articles, comments, job posting, real state, reviews
{
url: "http://books.toscrape.com/",
pageType: "productList",
},
];
const {
data
} = await this.httpClient.post("/extract", payload);
if (data && data[0]) {
// TODO: If retrieved list is not a productList, this attribute navigations should be changed
// TODO: You may also keep on retrieving next paginations using information at data[0].productList.paginationNext
for (const item of data[0].productList.products) {
await publish(item);
}
}
done();
}
async close() {}
}
class HttpSourceZyteAutomaticExtraction:
def setup(self):
# TODO: Create your http credential with zyte information:
# More info at https://yepcode.io/docs/integrations/http/#credential-configuration
# Get your Zyte API key following guide at: https://docs.zyte.com/automatic-extraction-get-started.html
# baseUrl: https://autoextract.scrapinghub.com/v1
# user: <your_automatic_extraction_api_key>
# password: empty
self.session = yepcode.integration.http("your-http-zyte-credential-name")
def generator(self):
# TODO: Customize your request checking the API documentation:
# https://docs.zyte.com/automatic-extraction.html
# In this sample we'll use the product list extraction: https://docs.zyte.com/automatic-extraction/product-list.html
# TODO: Other lists or single object extractions may be done changing this payload:
# articles, comments, job posting, real state, reviews
response = self.session.post(
"/extract",
json={"url": "http://books.toscrape.com/", "pageType": "productList"},
)
response.raise_for_status()
# TODO: If retrieved list is not a productList, this attribute navigations should be changed
# TODO: You may also keep on retrieving next paginations using information at data[0].productList.paginationNext
products = response.json()[0]["productList"]["products"]
for product in products:
yield product
def close(self):
pass
Do you need help solving this integration with YepCode?
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();
}
}
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