← Snowflake + Leap integrations

Create Image Generation Job with Leap API on New Query Results from Snowflake API

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New Query Results from the Snowflake API
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Create Image Generation Job with the Leap API
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Getting Started

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

  1. Select this integration
  2. Configure the New Query Results trigger
    1. Connect your Snowflake account
    2. Configure timer
    3. Configure SQL Query
    4. Optional- Configure Primary key
    5. Optional- Configure Emit individual events
  3. Configure the Create Image Generation Job action
    1. Connect your Leap account
    2. Select a Model
    3. Configure Prompt
    4. Optional- Configure Negative Prompt
    5. Optional- Configure Number of Images
    6. Optional- Configure Restore Faces
    7. Optional- Configure Webhook URL
  4. Deploy the workflow
  5. Send a test event to validate your setup
  6. 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

Description:Run a SQL query on a schedule, triggering a workflow for each row of results
Version:0.2.2
Key:snowflake-query-results

Snowflake Overview

Snowflake offers a cloud database and related tools to help developers create robust, secure, and scalable data warehouses. See Snowflake's Key Concepts & Architecture.

Getting Started

1. Create a user, role and warehouse in Snowflake

Snowflake recommends you create a new user, role, and warehouse when you integrate a third-party tool like Pipedream. This way, you can control permissions via the user / role, and separate Pipedream compute and costs with the warehouse. You can do this directly in the Snowflake UI.

We recommend you create a read-only account if you only need to query Snowflake. If you need to insert data into Snowflake, add permissions on the appropriate objects after you create your user.

2. Enter those details in Pipedream

Visit https://pipedream.com/accounts. Click the button to Connect an App. Enter the required Snowflake account data.

You'll only need to connect your account once in Pipedream. You can connect this account to multiple workflows to run queries against Snowflake, insert data, and more.

3. Build your first workflow

Visit https://pipedream.com/new to build your first workflow. Pipedream workflows let you connect Snowflake with 1,000+ other apps. You can trigger workflows on Snowflake queries, sending results to Slack, Google Sheets, or any app that exposes an API. Or you can accept data from another app, transform it with Python, Node.js, Go or Bash code, and insert it into Snowflake.

Learn more at Pipedream University.

Trigger Code

import common from "../common.mjs";
import { v4 as uuidv4 } from "uuid";

export default {
  ...common,
  type: "source",
  key: "snowflake-query-results",
  name: "New Query Results",
  // eslint-disable-next-line
  description: "Run a SQL query on a schedule, triggering a workflow for each row of results",
  version: "0.2.2",
  props: {
    ...common.props,
    sqlQuery: {
      type: "string",
      label: "SQL Query",
      description: "Run this query on a schedule, triggering the workflow for each row of results",
    },
    // Ordering props correctly
    timer: common.props.timer,
    dedupeKey: {
      type: "string",
      label: "Primary key",
      description: "The column in your query to use for de-duplication. Duplicate rows won't trigger your workflow",
      optional: true,
    },
    emitIndividualEvents: {
      propDefinition: [
        common.props.snowflake,
        "emitIndividualEvents",
      ],
    },
  },
  methods: {
    ...common.methods,
    generateMeta(data) {
      const {
        row: { [this.dedupeKey]: id = uuidv4() },
        timestamp: ts,
      } = data;
      const summary = `New event (ID: ${id})`;
      return {
        id,
        summary,
        ts,
      };
    },
    generateMetaForCollection(data) {
      const { timestamp: ts } = data;
      const id = uuidv4();
      const summary = `New event (ID: ${id})`;
      return {
        id,
        summary,
        ts,
      };
    },
    getStatement() {
      return {
        sqlText: this.sqlQuery,
      };
    },
  },
};

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.
LabelPropTypeDescription
SnowflakesnowflakeappThis component uses the Snowflake app.
N/Adb$.service.dbThis component uses $.service.db to maintain state between executions.
timer$.interface.timer

Watch for changes on this schedule

SQL QuerysqlQuerystring

Run this query on a schedule, triggering the workflow for each row of results

Primary keydedupeKeystring

The column in your query to use for de-duplication. Duplicate rows won't trigger your workflow

Emit individual eventsemitIndividualEventsboolean

Defaults to true, triggering workflows on each record in the result set. Set to false to emit records in batch (advanced)

Trigger Authentication

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

Snowflake recommends you create a new user, role, and warehouse when you integrate a third-party tool like Pipedream. This way, you can control permissions via the user / role, and separate Pipedream compute and costs with the warehouse. You can do this directly in the Snowflake UI.

We recommend you create a read-only account if you only need to query Snowflake. If you need to insert data into Snowflake, add permissions on the appropriate objects after you create your user.

About Snowflake

A data warehouse built for the cloud

Action

Description:Queues an image generation job and returns the job details. [See the documentation](https://docs.tryleap.ai/reference/inferencescontroller_create-1)
Version:0.0.1
Key:leap-create-image-generation-job

Leap Overview

The Leap API enables automated interactions with the Leap.ai platform, which focuses on matching users with optimal job opportunities based on skills and preferences. In Pipedream, you can harness this API to create workflows that streamline the job search process, manage and analyze job matching data, or even integrate with other platforms to enhance the job seeking experience. With Pipedream's serverless execution environment, you can trigger these workflows on a schedule, via webhooks, or in response to events from other apps.

Action Code

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

export default {
  key: "leap-create-image-generation-job",
  name: "Create Image Generation Job",
  description: "Queues an image generation job and returns the job details. [See the documentation](https://docs.tryleap.ai/reference/inferencescontroller_create-1)",
  version: "0.0.1",
  type: "action",
  props: {
    leap,
    model: {
      propDefinition: [
        leap,
        "model",
      ],
    },
    prompt: {
      type: "string",
      label: "Prompt",
      description: "Text description of the image you want to create",
    },
    negativePrompt: {
      type: "string",
      label: "Negative Prompt",
      description: "Text description of what should be avoided / not included in your generated image",
      optional: true,
    },
    numberOfImages: {
      type: "integer",
      label: "Number of Images",
      description: "The number of images to generate for the inference. Max batch size is 20.",
      optional: true,
      max: 20,
    },
    restoreFaces: {
      type: "boolean",
      label: "Restore Faces",
      description: "Optionally apply face restoration to the generated images. This will make images of faces look more realistic.",
      optional: true,
    },
    webhookUrl: {
      type: "string",
      label: "Webhook URL",
      description: "An optional webhook URL that will be called when the model is trained",
      optional: true,
    },
  },
  async run({ $ }) {
    const response = await this.leap.createImageGenerationJob({
      modelId: this.model,
      data: {
        prompt: this.prompt,
        negativePrompt: this.negativePrompt,
        numberOfImages: this.numberOfImages,
        restoreFaces: this.restoreFaces,
        webhookUrl: this.webhookUrl,
      },
      $,
    });

    if (response) {
      $.export("$summary", `Successfully created image generation job with id ${response.id}`);
    }

    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.

LabelPropTypeDescription
LeapleapappThis component uses the Leap app.
ModelmodelstringSelect a value from the drop down menu.
Promptpromptstring

Text description of the image you want to create

Negative PromptnegativePromptstring

Text description of what should be avoided / not included in your generated image

Number of ImagesnumberOfImagesinteger

The number of images to generate for the inference. Max batch size is 20.

Restore FacesrestoreFacesboolean

Optionally apply face restoration to the generated images. This will make images of faces look more realistic.

Webhook URLwebhookUrlstring

An optional webhook URL that will be called when the model is trained

Action Authentication

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

To retrieve your API Keys,

  • Navigate to your Leap account and sign in
  • Click on one of your Projects on the top left dropdown
  • Go to “API Keys”

About Leap

Add AI features to your app in minutes. Generate images, fine tune models, and more with our easy-to-use API.

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