Meaning as a Service - Turn your unstructured content into actionable data.
The MeaningCloud API provides advanced text analysis capabilities leveraging natural language processing (NLP). With it, you can extract insights and meaning from textual content. In Pipedream, you can connect the MeaningCloud API to analyze the sentiment of customer feedback, classify text into categories, extract entities and concepts, and much more. The API's integration into serverless workflows on Pipedream allows for automating complex tasks that involve processing and understanding human language.
import { axios } from "@pipedream/platform"
export default defineComponent({
props: {
meaningcloud: {
type: "app",
app: "meaningcloud",
}
},
async run({steps, $}) {
const data = {
"key": `${this.meaningcloud.$auth.api_key}`,
"txt": `This model implements the Interactive Advertising Bureau (IAB) taxonomy, a standard for the advertisement industry which aims to make content classification consistent across the industry. This taxonomy defines 370 contextual content categories in its first two tiers.`,
"model": `IAB_2.0_en`,
}
return await axios($, {
url: `https://api.meaningcloud.com/deepcategorization-1.0`,
headers: {
"Content-Type": `multipart/form-data`,
},
data,
})
},
})
Snowflake offers a cloud database and related tools to help developers create robust, secure, and scalable data warehouses. See Snowflake's Key Concepts & Architecture.
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.
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.
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.
import { promisify } from 'util'
import snowflake from 'snowflake-sdk'
export default defineComponent({
props: {
snowflake: {
type: "app",
app: "snowflake",
}
},
async run({steps, $}) {
const connection = snowflake.createConnection({
...this.snowflake.$auth,
application: "PIPEDREAM_PIPEDREAM",
})
const connectAsync = promisify(connection.connect)
await connectAsync()
async function connExecuteAsync(options) {
return new Promise((resolve, reject) => {
connection.execute({
...options,
complete: function(err, stmt, rows) {
if (err) {
reject(err)
} else {
resolve({stmt, rows})
}
}
})
})
}
// See https://docs.snowflake.com/en/user-guide/nodejs-driver-use.html#executing-statements
const { rows } = await connExecuteAsync({
sqlText: `SELECT CURRENT_TIMESTAMP()`,
})
return rows
},
})