- Recipes
- Google Storage CSV file to Clickhouse
Connect Google Storage CSV file and Clickhouse in our serverless environment
Use this template to Read CSV file entries from Google Storage bucket using them to insert rows into Clickhouse table.
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Read CSV file entries from Google Storage bucket
Used integrations:
- JavaScript
- Python
class GoogleStorageSourceReadRemoteCsv {
async init() {
// TODO: Create your google-storage credential
// More info at https://yepcode.io/docs/integrations/google-storage/#credential-configuration
const googleStorage = yepcode.integration.googleStorage(
"your-google-storage-credential-name"
);
// TODO: Customize your bucket name
this.bucket = googleStorage.bucket("your-bucket-name");
}
async fetch(publish, done) {
// TODO: Customize your csv file path to download
await this.bucket
.file("one-folder/my-filename-1653415231696.csv")
.createReadStream()
.pipe(
csv.parse({
delimiter: ",",
columns: true,
})
)
.on("data", publish)
.on("end", done);
}
async close() {}
}
import csv
import io
class GoogleStorageSourceReadRemoteCsv:
def setup(self):
# TODO: Create your Google Storage credential:
# More info at https://yepcode.io/docs/integrations/google-storage/#credential-configuration
self.storage_client = yepcode.integration.googleStorage("your-storage-credential-name")
# TODO: If your csv does no have headers, you can define them here as a list:
# self.fieldnames = ["column1", "column2", "column3"]
self.fieldnames = None
def generator(self):
# TODO: Customize your bucket name and object key
bucket = self.storage_client.get_bucket("bucket_name")
blob = bucket.blob("object_key")
bytes_stream = io.BytesIO()
blob.download_to_file(bytes_stream)
bytes_stream.seek(0)
csv_file_stream = io.TextIOWrapper(bytes_stream, encoding="utf-8")
reader = csv.DictReader(csv_file_stream, delimiter=",", fieldnames=self.fieldnames)
for row in reader:
yield row
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();
}
}
Comming soon
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