Integrate the MongoDB API with the dbt Cloud API

Setup the MongoDB API trigger to run a workflow which integrates with the dbt Cloud API. Pipedream's integration platform allows you to integrate MongoDB and dbt Cloud remarkably fast. Free for developers.

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Popular Ways to Connect MongoDB with dbt Cloud#

Create New Document with MongoDB API on Job Run Completed (Instant) from dbt Cloud API

dbt Cloud + MongoDB

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Create New Document with MongoDB API on Job Run Errored (Instant) from dbt Cloud API

dbt Cloud + MongoDB

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Create New Document with MongoDB API on Job Run Started (Instant) from dbt Cloud API

dbt Cloud + MongoDB

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Create New Document with MongoDB API on New Job Run Event (Instant) from dbt Cloud API

dbt Cloud + MongoDB

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Delete a Document with MongoDB API on Job Run Completed (Instant) from dbt Cloud API

dbt Cloud + MongoDB

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Popular MongoDB and dbt Cloud Triggers#

Job Run Completed (Instant) from the dbt Cloud API

Emit new event when a job run has completed.

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Job Run Errored (Instant) from the dbt Cloud API

Emit new event when a job run has errored.

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New Collection from the MongoDB API

Emit new an event when a new collection is added to a database

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Job Run Started (Instant) from the dbt Cloud API

Emit new event when a job run has started.

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New Database from the MongoDB API

Emit new an event when a new database is added

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Popular MongoDB and dbt Cloud Actions#

Create New Document with the MongoDB API

Create a new document in a collection of your choice. See the docs here

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Get Environment with the dbt Cloud API

Retrieve information about an environment. See the documentation

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Delete a Document with the MongoDB API

Delete a single document by ID. See the docs here

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Get Run with the dbt Cloud API

Retrieve information about a run. See the documentation

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Execute Aggregation with the MongoDB API

Execute an aggregation pipeline on a MongoDB collection. See the documentation

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Overview of MongoDB#

The MongoDB API provides powerful capabilities to interact with a MongoDB database, allowing you to perform CRUD (Create, Read, Update, Delete) operations, manage databases, and execute sophisticated queries. With Pipedream, you can harness these abilities to automate tasks, sync data across various apps, and react to events in real-time. It’s a combo that’s particularly potent for managing data workflows, syncing application states, or triggering actions based on changes to your data.

Connect MongoDB#

import mongodb from 'mongodb'

export default defineComponent({
  props: {
    mongodb: {
      type: "app",
      app: "mongodb",
    },
    collection: {
      type: "string"
    },
    filter: {
      type: "object"
    }
  },
  async run({steps, $}) {
    const MongoClient = mongodb.MongoClient
    
    const {
      database,
      hostname,
      username,
      password,
    } = this.mongodb.$auth
    
    const url = `mongodb+srv://${username}:${password}@${hostname}/test?retryWrites=true&w=majority`
    const client = await MongoClient.connect(url, { 
      useNewUrlParser: true, 
      useUnifiedTopology: true 
    })
    
    const db = client.db(database)

    const results = await db.collection(this.collection).find(this.filter).toArray();
    $.export('results', results);
    
    await client.close()
  },
})

Overview of dbt Cloud#

The dbt Cloud API allows users to initiate jobs, check on their status, and interact with dbt Cloud programmatically. On Pipedream, you can harness this functionality to automate workflows, such as triggering dbt runs, monitoring your data transformation jobs, and integrating dbt Cloud with other data services. By leveraging Pipedream's serverless platform, you can create custom workflows that act on dbt Cloud events or use the dbt Cloud API to manage your data transformation processes seamlessly.

Connect dbt Cloud#

import { axios } from "@pipedream/platform"
export default defineComponent({
  props: {
    dbt: {
      type: "app",
      app: "dbt",
    }
  },
  async run({steps, $}) {
    const baseUrl = this.dbt.$auth.access_url || `https://${this.dbt.$auth.region}.com/`
    return await axios($, {
      url: `${baseUrl}api/v3/accounts/`,
      headers: {
        "Authorization": `Token ${this.dbt.$auth.api_key}`,
        "Accept": `application/json`,
      },
    })
  },
})

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