Get Run Artifact with dbt Cloud API on New Document from MongoDB API

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New Document from the MongoDB API

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Get Run Artifact with the dbt Cloud API

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Getting Started#

This integration creates a workflow with a MongoDB trigger and dbt Cloud action. When you configure and deploy the workflow, it will run on Pipedream's servers 24x7 for free.

Select this integration
Configure the New Document trigger
1. Connect your MongoDB account
2. Configure Polling Interval
3. Select a Database
4. Select a Collection
5. Configure Timestamp Field
Configure the Get Run Artifact action
1. Connect your dbt Cloud account
2. Select a Account
3. Optional- Select a Project
4. Optional- Select a Environment
5. Select a Run
6. Select a Run Artifact
Deploy the workflow
Send a test event to validate your setup
Turn on the trigger

Details#

This integration uses pre-built, source-available components from Pipedream's GitHub repo. These components are developed by Pipedream and the community, and verified and maintained by Pipedream.

To contribute an update to an existing component or create a new component, create a PR on GitHub. If you're new to Pipedream component development, you can start with quickstarts for trigger span and action development, and then review the component API reference.

Trigger#

New Document on MongoDB

Description:Emit new an event when a new document is added to a collection

Version:0.0.9

Key:mongodb-new-document

View on GitHub

MongoDB Overview#

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.

Trigger Code#

import common from "../common/base.mjs";
import { Timestamp } from "mongodb";

export default {
  ...common,
  key: "mongodb-new-document",
  name: "New Document",
  description: "Emit new an event when a new document is added to a collection",
  version: "0.0.9",
  type: "source",
  dedupe: "unique",
  props: {
    ...common.props,
    database: {
      propDefinition: [
        common.props.mongodb,
        "database",
      ],
    },
    collection: {
      propDefinition: [
        common.props.mongodb,
        "collection",
        (c) => ({
          database: c.database,
        }),
      ],
    },
    timestampField: {
      type: "string",
      label: "Timestamp Field",
      description: "The key of a timestamp field, such as 'created_at' that is set to the current timestamp when a document is created. Must be of type Timestamp.",
    },
  },
  hooks: {
    async deploy() {
      const client = await this.mongodb.getClient();
      await this.processEvent(client, Date.now(), 25);
      await client.close();
    },
  },
  methods: {
    ...common.methods,
    _getLastTs() {
      return this.db.get("lastTs");
    },
    _setLastTs(lastTs) {
      this.db.set("lastTs", lastTs);
    },
    getTs(doc) {
      try {
        return JSON.parse(doc[this.timestampField]);
      } catch {
        return doc[this.timestampField];
      }
    },
    convertToTimestamp(timestampStr) {
      const bigIntValue = BigInt(timestampStr);
      const seconds = Number(bigIntValue >> 32n);
      const increment = Number(bigIntValue & 0xFFFFFFFFn);
      return new Timestamp({
        t: seconds,
        i: increment,
      });
    },
    async processEvent(client, eventTs, max) {
      const lastTs = this._getLastTs() || 0;
      let maxTs = lastTs;
      let count = 0;
      const collection = this.mongodb.getCollection(client, this.database, this.collection);
      const sort = {
        [this.timestampField]: -1,
      };
      const query = {
        [this.timestampField]: {
          $gt: this.convertToTimestamp(lastTs),
        },
      };
      const documents = await collection.find(query).sort(sort)
        .toArray();
      const docs = [];
      for (const doc of documents) {
        const ts = this.getTs(doc);
        if (!(ts > lastTs) || (max && count >= max)) {
          break;
        }
        if (ts > maxTs) {
          maxTs = ts;
        }
        docs.push(doc);
        count++;
      }
      docs.reverse().forEach((doc) => this.emitEvent(doc, eventTs));
      this._setLastTs(maxTs);
    },
    generateMeta({ _id: id }, ts) {
      return {
        id,
        summary: `New Document ID ${JSON.stringify(id)}`,
        ts,
      };
    },
  },
};

Trigger Configuration#

This component may be configured based on the props defined in the component code. Pipedream automatically prompts for input values in the UI and CLI.

Label	Prop	Type	Description
MongoDB	`mongodb`	`app`	This component uses the MongoDB app.
N/A	`db`	`$.service.db`	This component uses `$.service.db` to maintain state between executions.
Polling Interval	`timer`	`$.interface.timer`	Pipedream will poll the API on this schedule
Database	`database`	`string`	Select a value from the drop down menu.
Collection	`collection`	`string`	Select a value from the drop down menu.
Timestamp Field	`timestampField`	`string`	The key of a timestamp field, such as 'created_at' that is set to the current timestamp when a document is created. Must be of type Timestamp.

Trigger Authentication#

MongoDB uses API keys for authentication. When you connect your MongoDB account, Pipedream securely stores the keys so you can easily authenticate to MongoDB APIs in both code and no-code steps.

Before you connect to your Mongo database from Pipedream, please make sure your database is accessible from the public internet. You may need to add a firewall rule allowing connections from 0.0.0.0/0.

Then, enter the details of your Mongo host / database below.

About MongoDB#

MongoDB is an open source NoSQL database management program.

Action#

Get Run Artifact on dbt Cloud

Description:Retrieve information about a run artifact. [See the documentation](https://docs.getdbt.com/dbt-cloud/api-v2#/operations/Retrieve%20Run%20Artifact)

Version:0.0.2

Key:dbt-get-run-artifact

View on GitHub

dbt Cloud Overview#

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.

Action Code#

import dbt from "../../dbt.app.mjs";

export default {
  key: "dbt-get-run-artifact",
  name: "Get Run Artifact",
  description: "Retrieve information about a run artifact. [See the documentation](https://docs.getdbt.com/dbt-cloud/api-v2#/operations/Retrieve%20Run%20Artifact)",
  version: "0.0.2",
  type: "action",
  props: {
    dbt,
    accountId: {
      propDefinition: [
        dbt,
        "accountId",
      ],
    },
    projectId: {
      propDefinition: [
        dbt,
        "projectId",
        (c) => ({
          accountId: c.accountId,
        }),
      ],
      optional: true,
    },
    environmentId: {
      propDefinition: [
        dbt,
        "environmentId",
        (c) => ({
          accountId: c.accountId,
          projectId: c.projectId,
        }),
      ],
      optional: true,
    },
    runId: {
      propDefinition: [
        dbt,
        "runId",
        (c) => ({
          accountId: c.accountId,
          projectId: c.projectId,
          environmentId: c.environmentId,
        }),
      ],
    },
    runArtifact: {
      propDefinition: [
        dbt,
        "runArtifact",
        (c) => ({
          accountId: c.accountId,
          runId: c.runId,
        }),
      ],
    },
  },
  async run({ $ }) {
    const response = await this.dbt.getRunArtifact({
      accountId: this.accountId,
      runId: this.runId,
      remainder: this.runArtifact,
      $,
    });

    if (response) {
      $.export("$summary", `Successfully retrieved run artifact ${this.runArtifact}.`);
    }

    return response;
  },
};

Action Configuration#

This component may be configured based on the props defined in the component code. Pipedream automatically prompts for input values in the UI.

Label	Prop	Type	Description
dbt Cloud	`dbt`	`app`	This component uses the dbt Cloud app.
Account	`accountId`	`string`	Select a value from the drop down menu.
Project	`projectId`	`string`	Select a value from the drop down menu.
Environment	`environmentId`	`string`	Select a value from the drop down menu.
Run	`runId`	`string`	Select a value from the drop down menu.
Run Artifact	`runArtifact`	`string`	Select a value from the drop down menu.

Get Run Artifact with dbt Cloud API on New Document from MongoDB API

Pipedream makes it easy to connect APIs for dbt Cloud, MongoDB and 2,400+ other apps remarkably fast.

Trusted by 1,000,000+ developers from startups to Fortune 500 companies

Developers ♥ Pipedream

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