Google Cloud Functions Overview – Fivetran Support Portal

Google Cloud Functions is a serverless computing platform that runs code in response to events and automatically manages the compute resources required by that code.

Featureslink

Feature Name	Supported	Notes
Capture Deletes
Custom Data		All tables and fields
Data Blocking
Column Hashing
Re-sync		Connector level
History
API Configurable
Priority-first sync
dbt Package

Supported languageslink

Google Cloud Functions supports the following languages:

Node.js
Python
Go

Function request and responselink

Fivetran uses HTTP requests for the Google Cloud Functions connector. For more information about how Fivetran syncs data from your cloud function, see our Sync overview documentation.

Request formatlink

Fivetran’s request has a standard format. It is a JSON object with three root nodes:

agent is an informational object.
state is a JSON object that contains cursors from the previous successful function execution. It is key to performing incremental updates. A cursor is a bookmark that marks the data Fivetran has already synced, for example, a timestamp, ID, or index. For the initial sync, state is an empty JSON object {}. Fivetran expects an updated state object in every response.

For more information about the state object, see How to Use the state Object.
secrets (optional) is a JSON object that contains access keys or API keys for the upstream APIs. Secrets allow you to store information (API tokens or database passwords) that you don’t want to maintain in your code. We use encryption at rest to store the secrets. We pass the secrets into your function every time we call the function. Enter your secrets using a JSON format in the connector setup form.

For more information about the secrets object, see How to Use the secrets Object.

Example request

{
    "agent" : "Fivetran Google Cloud Functions Connector/<external_id>/<schema>",
    "state": {
        "cursor": "2020-01-01T00:00:00Z"
    },
    "secrets": {
        "apiToken": "abcdefghijklmnopqrstuvwxyz_0123456789"
    }
}

In this example,

external_id is the unique ID tied to your connector and is part of our code base.
schema is the destination schema name you enter when you first set up your connector.

Response formatlink

The response is a JSON object with five root nodes:

state contains the updated state value(s).
insert specifies the entities and records to be inserted. Fivetran reads the data and infers the data type and the number of columns.
delete (optional) specifies the entities and records to be deleted. Use this node to mark records as deleted. Fivetran doesn’t delete the record; instead it marks the record as deleted by setting _fivetran_deleted column value to true. If you specify the delete node, you must also specify the schema node.

Fivetran creates the _fivetran_deleted column in the destination table, only if your function response has the delete node.
schema (optional) specifies primary key columns for each entity. You must be very consistent with the schema node and the primary key columns to avoid any unwanted behavior. If you don’t specify the schema, Fivetran appends the data.
hasMore is an indicator for Fivetran to make a follow-up call for fetching the next set of data. Fivetran keeps making repeated calls until it receives hasMore = false.

For more information about the hasMore node, see see How to Use the hasMore Object.

Example response

{
    "state": {
        "transaction": "2020-01-02T00:00:00Z",
    },
    "insert": {
        "transaction": [
            {"id":1, "amount": 100},
            {"id":3, "amount": 50}
        ],
    },
    "delete": {
        "transaction": [
            {"id":2},
        ],
    },
    "schema" : {
        "transaction": {
            "primary_key": ["id"]
        },
    },
    "hasMore" : false
}

In this example,

state contains the transaction cursor.
transaction is an entity. Fivetran creates the TRANSACTION table with id and amount columns.
The function inserts records 1 and 3 into the TRANSACTION table.
The function marks record 2 as deleted from the TRANSACTION table.
hasMore is set to false to indicate that there are no more records.

Setup guidelink

Follow our step-by-step Google Cloud Functions setup guide to connect Google Cloud Functions with your destination using Fivetran connectors.

Frequently asked questionslink

For more information about cloud functions, see the following: