Compare Arrays with Helper Functions API on New Batch Completed from OpenAI (ChatGPT) API

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New Batch Completed from the OpenAI (ChatGPT) API

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Compare Arrays with the Helper Functions API

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Getting Started#

This integration creates a workflow with a OpenAI (ChatGPT) trigger and Helper Functions action. When you configure and deploy the workflow, it will run on Pipedream's servers 24x7 for free.

Select this integration
Configure the New Batch Completed trigger
1. Connect your OpenAI (ChatGPT) account
2. Configure timer
Configure the Compare Arrays action
1. Connect your Helper Functions account
2. Configure Array 1
3. Configure Array 2
4. Select a Compare Action
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 Batch Completed on OpenAI (ChatGPT)

Description:Emit new event when a new batch is completed in OpenAI. [See the documentation](https://platform.openai.com/docs/api-reference/batch/list)

Version:0.0.5

Key:openai-new-batch-completed

View on GitHub

OpenAI (ChatGPT) Overview#

OpenAI provides a suite of powerful AI models through its API, enabling developers to integrate advanced natural language processing and generative capabilities into their applications. Here’s an overview of the services offered by OpenAI's API:

Use Python or Node.js code to make fully authenticated API requests with your OpenAI account:

Trigger Code#

import common from "../common/common.mjs";
import sampleEmit from "./test-event.mjs";

export default {
  ...common,
  key: "openai-new-batch-completed",
  name: "New Batch Completed",
  description: "Emit new event when a new batch is completed in OpenAI. [See the documentation](https://platform.openai.com/docs/api-reference/batch/list)",
  version: "0.0.5",
  type: "source",
  dedupe: "unique",
  methods: {
    ...common.methods,
    _getLastCompleted() {
      return this.db.get("lastCompleted") || 0;
    },
    _setLastCompleted(lastCompleted) {
      this.db.set("lastCompleted", lastCompleted);
    },
    getMeta(batch) {
      return {
        id: batch.id,
        summary: `Batch Completed with ID ${batch.id}`,
        ts: batch.completed_at * 1000,
      };
    },
    async getAndProcessItems(max) {
      const lastCompleted = this._getLastCompleted();
      let maxCompleted = lastCompleted;
      const results = this.openai.paginate({
        resourceFn: this.openai.listBatches,
        max,
      });
      const batches = [];
      for await (const batch of results) {
        if (batch.completed_at && batch.completed_at > lastCompleted) {
          batches.push(batch);
          maxCompleted = Math.max(batch.completed_at, maxCompleted);
        }
      }
      this._setLastCompleted(maxCompleted);
      batches.reverse().forEach((item) => this.$emit(item, this.getMeta(item)));
    },
  },
  sampleEmit,
};

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
OpenAI (ChatGPT)	`openai`	`app`	This component uses the OpenAI (ChatGPT) app.
N/A	`db`	`$.service.db`	This component uses `$.service.db` to maintain state between executions.
	`timer`	`$.interface.timer`

Trigger Authentication#

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

About OpenAI (ChatGPT)#

OpenAI is an AI research and deployment company with the mission to ensure that artificial general intelligence benefits all of humanity. They are the makers of popular models like ChatGPT, DALL-E, and Whisper.

Action#

Compare Arrays on Helper Functions

Description:Get the difference, intersection, union, or symetric difference of two arrays/sets.

Version:0.0.1

Key:helper_functions-compare-arrays

View on GitHub

Helper Functions Overview#

The Helper Functions app on Pipedream is a set of pre-built functions that streamline common tasks in your workflows. It acts like a Swiss Army knife for developers, providing essential tools such as format conversion, date manipulation, and text processing. By leveraging these functions, you can reduce the boilerplate code needed for routine operations, speeding up the development of intricate automations. The Helper Functions API can be a game changer when it comes to tasks like parsing dates in user-friendly formats, encoding and decoding data, or generating UUIDs, making them more efficient and less error-prone.

Action Code#

import helperFunctions from "../../helper_functions.app.mjs";

export default {
  key: "helper_functions-compare-arrays",
  name: "Compare Arrays",
  description: "Get the difference, intersection, union, or symetric difference of two arrays/sets.",
  version: "0.0.1",
  type: "action",
  props: {
    helperFunctions,
    array1: {
      type: "string[]",
      label: "Array 1",
      description: "Array to compare to second array",
      default: [],
    },
    array2: {
      type: "string[]",
      label: "Array 2",
      description: "Array to be compared with first array",
      default: [],
    },
    actionType: {
      type: "string",
      label: "Compare Action",
      description: "Type of action to perform on the arrays",
      options: [
        "difference",
        "union",
        "intersection",
        "symmetric difference",
      ],
    },
  },
  methods: {
    getDifference(set1, set2) {
      return new Set([
        ...set1,
      ].filter((x) => !set2.has(x)));
    },
    getIntersection(set1, set2) {
      return new Set([
        ...set1,
      ].filter((x) => set2.has(x)));
    },
    getUnion(set1, set2) {
      for (const elem of set2) {
        set1.add(elem);
      }
      return set1;
    },
    getSymmetricDifference(set1, set2) {
      for (const elem of set2) {
        if (set1.has(elem)) {
          set1.delete(elem);
        } else {
          set1.add(elem);
        }
      }
      return set1;
    },
  },
  run() {
    const set1 = new Set(this.array1);
    const set2 = new Set(this.array2);

    let results;

    switch (this.actionType) {
    case "difference": {
      results = this.getDifference(set1, set2);
      break;
    }
    case "union": {
      results = this.getUnion(set1, set2);
      break;
    }
    case "intersection": {
      results = this.getIntersection(set1, set2);
      break;
    }
    case "symmetric difference": {
      results = this.getSymmetricDifference(set1, set2);
      break;
    }
    default:
      throw new Error(`Unknown action type: ${this.actionType}`);
    }

    return Array.from(results);
  },
};

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
Helper Functions	`helperFunctions`	`app`	This component uses the Helper Functions app.
Array 1	`array1`	`string[]`	Array to compare to second array
Array 2	`array2`	`string[]`	Array to be compared with first array
Compare Action	`actionType`	`string`	Select a value from the drop down menu:`differenceunionintersectionsymmetric difference`