Find Similar Links with Exa (Formerly Metaphor) API on Failed Task in Schema from Snowflake API

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Failed Task in Schema from the Snowflake API

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Find Similar Links with the Exa (Formerly Metaphor) API

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Getting Started#

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

Select this integration
Configure the Failed Task in Schema trigger
1. Connect your Snowflake account
2. Configure timer
3. Select a Database
4. Select one or more Schema
5. Optional- Configure Task Name
Configure the Find Similar Links action
1. Connect your Exa (Formerly Metaphor) account
2. Configure Url
3. Optional- Configure Number Of Results
4. Optional- Configure Include Domains
5. Optional- Configure Exclude Domains
6. Optional- Configure Start Crawl Date
7. Optional- Configure End Crawl Date
8. Optional- Configure Start Published Date
9. Optional- Configure End Published Date
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#

Failed Task in Schema on Snowflake

Description:Emit new events when a task fails in a database schema

Version:0.1.2

Key:snowflake-failed-task-in-schema

View on GitHub

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";

export default {
  ...common,
  props: {
    ...common.props,
    timer: {
      description: "Watch for failed tasks on this schedule",
      type: "$.interface.timer",
      default: {
        intervalSeconds: 15 * 60,
      },
    },
    database: {
      propDefinition: [
        common.props.snowflake,
        "database",
      ],
    },
    schemas: {
      propDefinition: [
        common.props.snowflake,
        "schema",
        (configuredProps) => ({
          database: configuredProps.database,
        }),
      ],
      type: "string[]",
    },
    taskName: {
      type: "string",
      label: "Task Name",
      description: "The name of the task to watch for failures. It allows you to use Regex to match multiple tasks.",
      optional: true,
    },
  },
  type: "source",
  key: "snowflake-failed-task-in-schema",
  // eslint-disable-next-line
  name: "Failed Task in Schema",
  description: "Emit new events when a task fails in a database schema",
  version: "0.1.2",
  async run() {
    await this.emitFailedTasks({
      database: this.database,
      schemas: this.schemas,
      taskName: this.taskName,
    });
  },
};

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
Snowflake	`snowflake`	`app`	This component uses the Snowflake app.
N/A	`db`	`$.service.db`	This component uses `$.service.db` to maintain state between executions.
	`timer`	`$.interface.timer`	Watch for failed tasks on this schedule
Database	`database`	`string`	Select a value from the drop down menu.
Schema	`schemas`	`string[]`	Select a value from the drop down menu.
Task Name	`taskName`	`string`	The name of the task to watch for failures. It allows you to use Regex to match multiple tasks.

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.

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:Find similar links to the link provided. See the documentation](https://docs.metaphor.systems/reference/findsimilar)

Version:0.0.1

Key:metaphor-find-similar-links

View on GitHub

Exa (Formerly Metaphor) Overview#

The Exa (Formerly Metaphor) API enables you to enrich your applications with machine learning-powered insights and data processing capabilities. With Exa, you can perform advanced data analysis, extract meaningful patterns, and automate decision-making processes within your projects. By integrating this API with Pipedream, you can create seamless workflows that leverage these intelligent features alongside other services to streamline your operations, enhance data intelligence, and drive innovation.

Action Code#

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

export default {
  key: "metaphor-find-similar-links",
  name: "Find Similar Links",
  version: "0.0.1",
  description: "Find similar links to the link provided. See the documentation](https://docs.metaphor.systems/reference/findsimilar)",
  type: "action",
  props: {
    metaphor,
    url: {
      propDefinition: [
        metaphor,
        "url",
      ],
    },
    numResults: {
      propDefinition: [
        metaphor,
        "numResults",
      ],
      optional: true,
    },
    includeDomains: {
      propDefinition: [
        metaphor,
        "includeDomains",
      ],
      optional: true,
    },
    excludeDomains: {
      propDefinition: [
        metaphor,
        "excludeDomains",
      ],
      optional: true,
    },
    startCrawlDate: {
      propDefinition: [
        metaphor,
        "startCrawlDate",
      ],
      optional: true,
    },
    endCrawlDate: {
      propDefinition: [
        metaphor,
        "endCrawlDate",
      ],
      optional: true,
    },
    startPublishedDate: {
      propDefinition: [
        metaphor,
        "startPublishedDate",
      ],
      optional: true,
    },
    endPublishedDate: {
      propDefinition: [
        metaphor,
        "endPublishedDate",
      ],
      optional: true,
    },
  },
  async run({ $ }) {
    const {
      metaphor,
      ...data
    } = this;

    const response = await metaphor.findSimilarLinks({
      $,
      data,
    });

    $.export("$summary", `${response.results.length} result${response.results.length > 1
      ? "s were"
      : " was"} successfully fetched!`);
    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
Exa (Formerly Metaphor)	`metaphor`	`app`	This component uses the Exa (Formerly Metaphor) app.
Url	`url`	`string`	"Crawl date" refers to the date that Metaphor discovered a link, which is more granular and can be more useful than published date. If endCrawlDate is specified, results will only include links that were crawled before endCrawlDate. Must be specified in ISO 8601 format (YYYY-MM-DDTHH:MM:SSZ)
Number Of Results	`numResults`	`integer`	Number of search results to return. Default 10. Up to 30 for basic plans. Up to thousands for custom plans.
Include Domains	`includeDomains`	`string[]`	List of domains to include in the search. If specified, results will only come from these domains. Only one of includeDomains and excludeDomains should be specified.
Exclude Domains	`excludeDomains`	`string[]`	List of domains to exclude in the search. If specified, results will only come from these domains. Only one of includeDomains and excludeDomains should be specified.
Start Crawl Date	`startCrawlDate`	`string`	"Crawl date" refers to the date that Metaphor discovered a link, which is more granular and can be more useful than published date. If startCrawlDate is specified, results will only include links that were crawled after startCrawlDate. Must be specified in ISO 8601 format (YYYY-MM-DDTHH:MM:SSZ)
End Crawl Date	`endCrawlDate`	`string`	"Crawl date" refers to the date that Metaphor discovered a link, which is more granular and can be more useful than published date. If endCrawlDate is specified, results will only include links that were crawled before endCrawlDate. Must be specified in ISO 8601 format (YYYY-MM-DDTHH:MM:SSZ)
Start Published Date	`startPublishedDate`	`string`	If specified, only links with a published date after startPublishedDate will be returned. Must be specified in ISO 8601 format (YYYY-MM-DDTHH:MM:SSZ). Note that for some links, we have no published date, and these links will be excluded from the results if startPublishedDate is specified.
End Published Date	`endPublishedDate`	`string`	If specified, only links with a published date before endPublishedDate will be returned. Must be specified in ISO 8601 format (YYYY-MM-DDTHH:MM:SSZ). Note that for some links, we have no published date, and these links will be excluded from the results if endPublishedDate is specified.