- Recipes
- MongoDB to Snowflake
Connect MongoDB and Snowflake in our serverless environment
Use this template to Read documents from MongoDB collection using them to insert rows into Snowflake table.
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Read documents from MongoDB collection
Used integrations:
- JavaScript
- Python
class MongodbSourceSelect {
async init() {
// TODO: Create your mongodb credential
// More info at https://yepcode.io/docs/integrations/mongodb/#credential-configuration
this.mongodb = yepcode.integration.mongodb("your-mongodb-credential-name");
await this.mongodb.connect();
// TODO: Customize your db and collection names
const db = this.mongodb.db("your-db-name");
this.collection = db.collection("your-collection-name");
}
async fetch(publish, done) {
this.collection.find({}).stream().on("data", publish).on("end", done);
}
async close() {
await this.mongodb.close();
}
}
class MongodbSourceSelect:
def setup(self):
# TODO: Create your Mongodb credential:
# More info at https://yepcode.io/docs/integrations/mongodb/#credential-configuration
self.mongodb_client = yepcode.integration.mongodb(
"your-mongodb-credential-name"
)
def generator(self):
# TODO: customize the database and collection names
db = self.mongodb_client["database_name"]
collection = db["collection_name"]
# TODO: customize the query
# See supported operators at https://docs.mongodb.com/manual/reference/operator/query/
query = {"age": {"$gt": 25}}
cursor = collection.find(query)
for item in cursor:
yield item
def close(self):
pass
Do you need help solving this integration with YepCode?
Let's talkInsert rows into Snowflake table
Used integrations:
- JavaScript
- Python
class SnowflakeTargetInsert {
async init() {
// TODO: Create your snowflake credential
// More info at https://yepcode.io/docs/integrations/snowflake/#credential-configuration
this.snowflake = yepcode.integration.snowflake(
"your-snowflake-credential-name"
);
await this.snowflake.connect();
}
async consume(item) {
await new Promise((resolve, reject) => {
this.snowflake.execute({
// TODO: Customize your SQL INSERT statement
sqlText: "insert into YOUR_TABLE(ID, NAME) values(?, ?)",
// TODO: Map item to any of the ? in insert sentence
binds: [item.id, item.name],
complete: (err, stmt, rows) => {
if (err) {
reject(err);
return;
}
resolve([stmt, rows]);
},
});
});
}
async close() {
await this.snowflake.destroy();
}
}
class SnowflakeTargetInsert:
def setup(self):
# TODO: Create your Snowflake credential:
# More info at https://yepcode.io/docs/integrations/snowflake/#credential-configuration
self.snowflake_connection = yepcode.integration.snowflake(
"your-snowflake-credential-name"
)
def consume(self, generator, done):
cursor = self.snowflake_connection.cursor()
# TODO: customize the insert query and bind params
# More info at: https://docs.snowflake.com/developer-guide/python-connector/python-connector-example#binding-data
for item in generator:
cursor.execute(
'INSERT INTO yourtable("Name","Number") VALUES(%s,%d)', (
item.get('name'),
item.get('number')
)
)
done()
def close(self):
pass
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