- Recipes
- Google BigQuery to PostgreSQL
Connect Google BigQuery and PostgreSQL in our serverless environment
Use this template to Read rows from Google BigQuery table using them to insert rows into PostgreSQL table.
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Read rows from Google BigQuery table
Used integrations:
- JavaScript
- Python
class GoogleBigquerySourceSelect {
async init() {
// TODO: Create your google-bigquery credential
// More info at https://yepcode.io/docs/integrations/google-bigquery/#credential-configuration
this.googleBigQuery = yepcode.integration.googleBigQuery(
"your-google-bigquery-credential-name"
);
}
async fetch(publish, done) {
// TODO: Customize your query
const query = `SELECT *
FROM \`your_db.your_schema.your_table_name\`
LIMIT 10`;
// for all options, see https://cloud.google.com/bigquery/docs/reference/rest/v2/jobs/query
const options = {
query: query,
// Location must match that of the dataset(s) referenced in the query.
location: "US",
};
// run the query as a job
const [job] = await this.googleBigQuery.createQueryJob(options);
console.log(`Job ${job.id} started.`);
// wait for the query to finish
const [rows] = await job.getQueryResults();
for (const row of rows) {
await publish(row);
}
done();
}
async close() {}
}
class GoogleBigquerySourceSelect:
def setup(self):
# TODO: Create your BigQuery credential:
# More info at https://yepcode.io/docs/integrations/google-bigquery/#credential-configuration
self.big_query_client = yepcode.integration.googleBigQuery(
"your-bigquery-credential-name"
)
def generator(self):
# TODO: Customize dataset and table ids and query content
dataset_id = "dataset_id"
table_id = "table_id"
query = (
f"SELECT * FROM `{self.big_query_client.project}.{dataset_id}.{table_id}`"
)
query_job = self.big_query_client.query(query)
rows = query_job.result()
for row in rows:
yield row
def close(self):
pass
Do you need help solving this integration with YepCode?
Let's talkInsert rows into PostgreSQL table
Used integrations:
- JavaScript
- Python
class PostgresTargetInsert {
async init() {
// TODO: Create your postgres credential
// More info at https://yepcode.io/docs/integrations/postgres/#credential-configuration
this.postgresPool = yepcode.integration.postgres(
"your-postgres-credential-name"
);
}
async consume(item) {
// TODO: Customize the SQL INSERT statement and map your item to row
await this.postgresPool.query(
"INSERT INTO yourTable(id, name) VALUES($1, $2)",
[item.id, item.name]
);
}
async close() {
await this.postgresPool.end();
}
}
class PostgresTargetInsert:
def setup(self):
# TODO: Create your Postgres credential:
# More info at https://yepcode.io/docs/integrations/postgres/#credential-configuration
self.postgres_pool = yepcode.integration.postgres(
"your-postgres-credential-name"
)
def consume(self, generator, done):
connection = self.postgres_pool.getconn()
cursor = connection.cursor()
# TODO: customize the insert query and bind params
# More info at: https://www.psycopg.org/docs/usage.html#query-parameters
for item in generator:
cursor.execute(
'INSERT INTO yourtable("Name","Number") VALUES(%s,%d)',
(item.get("name"), item.get("number")),
)
connection.commit()
done()
def close(self):
pass
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