- Recipes
- Shopify customers to Pinecone
Connect Shopify customers and Pinecone in our serverless environment
Use this template to Get customers from Shopify API using them to upserts vectors into a Pinecone index.
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Get customers from Shopify API
Used integrations:
JavaScript
Python
class HttpSourceShopifyGetCustomers {
async init() {
// TODO: Create your http credential with Shopify information:
// More info at https://yepcode.io/docs/integrations/http/#credential-configuration
// baseUrl: https://your-development-store.myshopify.com/admin/api/2022-04
// HTTP Headers: { "X-Shopify-Access-Token": <your-access-token> }
this.axiosClient = yepcode.integration.http(
"your-http-shopify-credential-name"
);
}
async fetch(publish, done) {
// TODO: Customize your request checking the API documentation:
// https://shopify.dev/api/admin-rest/2022-04/resources/customer#get-customers
const {
data: {
customers
},
} = await this.axiosClient.get("customers.json");
for (const customer of customers) {
await publish(customer);
}
done();
}
async close() {}
}
class HttpSourceShopifyGetCustomers:
def setup(self):
# TODO: Create your http credential with Shopify information:
# More info at https://yepcode.io/docs/integrations/http/#credential-configuration
# baseUrl: https://your-development-store.myshopify.com/admin/api/2022-04
# HTTP Headers: { "X-Shopify-Access-Token": <your-access-token> }
self.session = yepcode.integration.http("your-http-shopify-credential-name")
def generator(self):
# TODO: Customize your request checking the API documentation:
# https://shopify.dev/api/admin-rest/2022-04/resources/customer#get-customers
response = self.session.get("/customers.json")
response.raise_for_status()
customers = response.json()["customers"]
for customer in customers:
yield customer
def close(self):
pass
Do you need help solving this integration with YepCode?
Let's talkUpserts vectors into a Pinecone index
Used integrations:
JavaScript
Python
class PineconeTargetUpsertVectors {
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 pineconeClient.Index("your-index-name");
this.vectors = [];
}
async consume(item) {
// TODO: Save vectors you want to upsert into a namespace.
this.vectors.push({
id: item.id,
values: item.values,
metadata: item.metadata,
});
}
async close() {
// TODO: Write vectors into a namespace.
// More info at https://docs.pinecone.io/docs/node-client#indexupsert
await this.index.upsert({
upsertRequest: {
vectors: this.vectors,
namespace: "your-namespace",
},
});
}
}
class PineconeTargetUpsertVectors:
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")
self.vectors = []
def consume(self, generator):
# TODO: Save vectors you want to upsert into a namespace.
for item in generator:
self.vectors.append(
{
"id": item.id,
"values": item.values,
"metadata": item.metadata,
}
)
def close(self):
# TODO: Write vectors into a namespace.
# More info at: https://docs.pinecone.io/docs/python-client#indexupsert
self.index.upsert(self.vectors, namespace="your-namespace")
pass
FAQs
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These recipes are a good starting point for you to build your own YepCode processes and solve your integration and automation problems.
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YepCode has been created with a clear enterprise approach (multi-tenant environment, team management, high security and auditing standards, IdP integrations, on-premise options,...) so we can be the Swiss army knife of any team of engineering, especially those that need to extract or send information to external systems, and where a certain dynamism or adaptation to change is necessary in that process.
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