- Recipes
- Pinecone to Snowflake
Connect Pinecone and Snowflake in our serverless environment
Use this template to Fetch vectors from a Pinecone index using them to insert rows into Snowflake table.
Share
Fetch vectors from a Pinecone index
Used integrations:
- JavaScript
- Python
class PineconeSourceFetchVectors {
async init() {
// TODO: Create your pinecone credential
// More info at https://yepcode.io/docs/integrations/pinecone/#credential-configuration
this.pineconeClient = yepcode.integration.pinecone(
"your-pinecone-credential-name"
);
// TODO: Select the index name you want to recover.
// More info at https://docs.pinecone.io/docs/node-client#index
this.index = await this.pineconeClient.Index("your-index-name");
}
async fetch(publish, done) {
// TODO: Set your vectors id you want to fetch.
// More info at https://docs.pinecone.io/docs/node-client#indexfetch
const vectors = await this.index.fetch([
"example-id-vec1",
"example-id-vec2",
]);
for (const vector of vectors) {
// TODO: Customize record columns mapping to the item that will be published
const item = {
id: vector.id,
values: vector.values,
metadata: vector.metadata,
namespace: vector.namespace,
};
await publish(item);
}
done();
}
async close() {}
}
class PineconeSourceFetchVectors:
def setup(self):
# TODO: Create your Pinecone credential:
# More info at https://yepcode.io/docs/integrations/pinecone/#credential-configuration
self.pinecone_client = yepcode.integration.pinecone(
"your-pinecone-credential-name"
)
# TODO: Select the index name you want to recover.
# More info at: https://docs.pinecone.io/docs/python-client#index
self.index = self.pinecone_client.Index("your-index-name")
def generator(self):
# TODO: Set your vectors id you want to fetch.
# More https://docs.pinecone.io/docs/python-client#indexfetch
vectors = self.index.fetch(
ids=["example-id-vec1", "example-id-vec2"], namespace="your-namespace"
)
for vector in vectors:
yield vector
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
FAQs
YepCode is a SaaS platform that enables the creation, execution and monitoring of integrations and automations using source code in a serverless environment.
We like to call it the Zapier for developers, since we bring all the agility and benefits of NoCode tools (avoid server provisioning, environment configuration, deployments,...), but with all the power of being able to use a programming language like JavaScript or Python.
These recipes are an excellent starting point for creating your own YepCode processes and solving complex integration and automation problems.
You only have to complete the sign up form and your account will be created with our FREE plan (no credit card required).
YepCode has been created with a clear enterprise focus, offering a multi-tenant environment, team management capabilities, high security and auditing standards, Identity Provider (IdP) integrations, and on-premise options. It serves as the Swiss army knife for engineering teams, especially those requiring the extraction or transmission of information to external systems. It excels in scenarios demanding flexibility and adaptability to change within the process.
Sure! You only need to configure YepCode servers to establish a connection with that service. Check our docs page to get more information.