- Recipes
- Zyte automatic extraction to Clickhouse
Connect Zyte automatic extraction and Clickhouse in our serverless environment
Use this template to Zyte automatic extraction items using them to insert rows into Clickhouse table.
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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.axiosClient = 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.axiosClient.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 Clickhouse table
Used integrations:
JavaScript
Python
class ClickhouseTargetInsert {
async init() {
// TODO: Create your clickhouse credential
// More info at https://yepcode.io/docs/integrations/clickhouse/#credential-configuration
this.clickhouse = yepcode.integration.clickhouse(
"your-clickhouse-credential-name"
);
// TODO: customize your sql query
// This opens insert stream for your table
this.stream = new Stream.Readable({
objectMode: true
});
this.ws = client.insert({
table: "your_table_name",
values: stream,
format: "JSONCompactEachRow",
});
}
async consume(item) {
// TODO: Map your item to row
this.stream.push(item);
}
async close() {
// wait stream to finish
this.stream.push(null);
await this.ws;
await this.clickhouse.close();
}
}
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