- Recipes
- Monday to Pinecone
Connect Monday and Pinecone in our serverless environment
Use this template to Fetch items from Monday board using them to upserts vectors into a Pinecone index.
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Fetch items from Monday board
Used integrations:
- JavaScript
- Python
class GraphqlSourceMondaySelectItems {
async init() {
// TODO: Create your GraphQL credential with monday information and base url: https://api.monday.com/v2/
// More info at https://yepcode.io/docs/integrations/http/#credential-configuration
// Official docs: https://developer.monday.com/api-reference/docs/authentication
this.monday = yepcode.integration.graphql("your-monday-credential-name");
}
async fetch(publish, done) {
const ids = ["<your-board-id>"];
const queryParams = {
rules: [{
column_id: "your-column-id",
compare_value: ["your-filter-criteria"],
}, ],
};
const variables = {
ids,
queryParams
};
try {
const {
boards
} = await this.getBoards(variables);
const page = boards[0].items_page;
page.items.forEach((item) => publish(item));
variables.cursor = page.cursor;
// It's not allowed to send cursor and query_params in the same request
// Subsequent cursor calls will return the elements on the next page with the criteria defined in the initial queryParams.
variables.queryParams = undefined;
while (variables.cursor) {
const {
boards
} = await this.getBoards(variables);
const page = boards[0].items_page;
page.items.forEach((item) => publish(item));
variables.cursor = page.cursor;
}
} catch (error) {
console.log(`Something wrong has happened: ${error.message}`);
}
done();
}
getBoards(variables) {
// TODO: Customize your GraphQL query
// The max page size is 100.
// IMPORTANT: This example uses the api version "2023-10" recommended by Monday. Some fields could change between versions, so check the official docs for more info.
// Official docs: https://developer.monday.com/api-reference/docs/items_page
return this.monday.request(
gql`
query getBoards(
$limit: Int!
$queryParams: ItemsQuery
$ids: [ID!]
$cursor: String
) {
boards(ids: $ids) {
items_page(
limit: $limit
query_params: $queryParams
cursor: $cursor
) {
cursor
items {
id
name
}
}
}
}
`,
variables
);
}
async close() {}
}
from gql import gql
class GraphqlSourceMondaySelectItems:
def setup(self):
## TODO: Create your GraphQL credential with monday information and base url: https://api.monday.com/v2/
## More info at https://yepcode.io/docs/integrations/http/#credential-configuration
## Official docs: https://developer.monday.com/api-reference/docs/authentication
self.monday = yepcode.integration.graphql(
'your-monday-credential-name'
)
def generator(self):
ids = ['<your-board-id>']
query_params = {
'rules': [
{'column_id': 'your-column-id', 'compare_value': ['your-filter-criteria']}
]
}
variables = {'limit': 10, 'ids': ids, 'query_params': query_params}
try:
boards = self.get_boards(variables)
page = boards[0]['items_page']
for item in page['items']:
yield item
variables['cursor'] = page['cursor']
## It's not allowed to send cursor and query_params in the same request
## Subsequent cursor calls will return the elements on the next page with the criteria defined in the initial queryParams.
del(variables['query_params'])
while variables['cursor']:
boards = self.get_boards(variables)
page = boards[0]['items_page']
for item in page['items']:
yield item
variables['cursor'] = page['cursor']
except Exception as err:
print(err)
def get_boards(self, variable_values):
## TODO: Customize your GraphQL query
## The max page size is 100.
## IMPORTANT: This example uses the api version "2023-10" recommended by Monday. Some fields could change between versions, so check the official docs for more info.
## Official docs: https://developer.monday.com/api-reference/docs/items_page
query = gql(
"""
query get_boards($limit: Int!, $query_params: ItemsQuery, $ids: [ID!], $cursor: String) {
boards (ids: $ids) {
items_page (limit: $limit, query_params: $query_params, cursor: $cursor) {
cursor
items {
id
name
}
}
}
}
"""
)
data = self.client.execute(query, variable_values=variable_values)
return data['boards']
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 this.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
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