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aws-data-lake-sdk

1.0.1 • Public • Published

AWS Data Lake SDK

This project provides an SDK for the Data Lake Solution provided by the AWS Solutions Builder group. An introduction to their solution is available here. Detailed documentation for their solution is available here.

This SDK follows the pattern of commands provided in the [Data Lake CLI] (http://docs.awssolutionsbuilder.com/data-lake/cli/cli-getting-started/ "AWS Data Lake CLI") in order to make it easy to transition between the two tools when interacting with a data lake.

Usage

Install

$ npm install --save aws-data-lake-sdk

Require

const Datalake = require('aws-data-lake-sdk');

Configure an API object

// The config to create a Datalake object requires the following properties
// An API Access Key can be created in the Administration->Users section
// An API Secret Access Key can be created in the My Account->Profile section
// The Data Lake API Endpoint URL can be found in the My Account->Profile section
const datalakeConfig = {
  accessKey: 'my-access-key',
  secretAccessKey: 'my-secret-access-key',
  apiEndpointHost: 'my-api-endpoint'
};

const package = new Datalake.Package(datalakeConfig);
const metadata = new Datalake.Metadata(datalakeConfig);
const cart = new Datalake.Cart(datalakeConfig);

Use case 1: Search the data lake Search the data lake for packages based on a keyword search of the package name, description, and metadata tags.

const package = new Datalake.Package(datalakeConfig);

package.search({
  terms: 'weather atlanta'
}).then(searchResults => {
  console.log('Search results: ');
  console.log(JSON.stringify(searchResults));

  // {
  //   Items: [{
  //     updated_at: "2017-08-04T12:45:00Z",
  //     package_id: "abcd123ty",
  //     created_at: "2017-08-04T12:45:00Z",
  //     deleted: false,
  //     owner: "datalake_owner",
  //     description: "Weather in Atlanta. Collected 2017-08-04T12:45:00Z.",
  //     name: "Weather in Atlanta",
  //     metadata: [
  //       { value: "weather", tag: "data" },
  //       { value: "atlanta", tag: "location" }]
  //   },
  //   {
  //     updated_at: "2017-08-04T12:46:00Z",
  //     package_id: "abcd456ur",
  //     deleted: false,
  //     created_at: "2017-08-04T12:46:00Z",
  //     owner: "datalake_owner",
  //     description: "Weather in Atlanta. Collected 2017-08-04T12:46:00Z",
  //     name: "Weather in Atlanta",
  //     metadata: [
  //       { value: "weather", tag: "data" },
  //       { value: "atlanta", tag: "location" }]
  //   }]
  // }
});

Use case 2: Create a Package Create a package in the data lake. A package must be created before adding data files to the data lake.

// The config to create a Datalake object requires the following properties
// An API Access Key can be created in the Administration->Users section
// An API Secret Access Key can be created in the My Account->Profile section
// The Data Lake API Endpoint URL can be found in the My Account->Profile section
const datalakeConfig = {
  accessKey: 'my-access-key',
  secretAccessKey: 'my-secret-access-key',
  apiEndpointHost: 'my-api-endpoint'
};

const package = new Datalake.Package(datalakeConfig);

// Create a package
package.createPackage({
  packageName: 'Sample Package',
  packageDescription: 'Sample package created using package.createPackage(...)',
  metadata: [
    { tag: 'first-tag', value: 'first-value' }
  ]
}).then(response => {
  console.log(response);

  // {
  //   package_id: "abcd098ty",
  //   created_at: "2017-08-07T18:30:00Z",
  //   updated_at: "2017-08-07T18:30:00Z",
  //   owner: "datalake_admin",
  //   name: "Sample Package",
  //   description: "Sample package created using package.createPackage(...)",
  //   deleted: false
  // }
});

Use case 3: Add a file to a Package Create a dataset containing a data file inside a package in the data lake. A package can contain 0 or more datasets, with each dataset containing a single file.

const fs = require('fs');
const package = new Datalake.Package(datalakeConfig);
var fileName = 'new-data-file.zip';

var stats = fs.lstatSync(fileName);
var readableStreamFromFileSystem = fs.createReadStream(fileName);

package.uploadPackageDataset({
  packageId: 'abcd098ty',
  fileName: fileName,
  fileSize: stats.size,
  fileStream: readableStreamFromFileSystem,
  contentType: 'application/zip'
}).then(data => {
  console.log('New dataset information: ');
  console.log(JSON.stringify(data));

  // {
  //   Items: [{
  //     updated_at: "2017-08-07T18:30:00Z",
  //     package_id: "abcd098ty",
  //     created_at: "2017-08-07T18:30:00Z",
  //     s3_bucket: "data-lake-us-east-1-012345678901",
  //     content_type: "application/zip",
  //     created_by: "datalake_admin",
  //     dataset_id: "ABC123xyz",
  //     owner: "datalake_admin",
  //     name: "new-data-file.zip",
  //     s3_key: "ABC123xyz/1504794600000/new-data-file.zip",
  //     type: "dataset"
  //   }],
  //   Count: 1,
  //   ScannedCount: 1
  // }
});

Use case 4: Describe a Package Get the descriptive information about a specific package in the data lake.

const package = new Datalake.Package(datalakeConfig);

package.describePackage({
  packageId: 'abcd098ty'
}).then(response => {
  console.log('Description results: ');
  console.log(JSON.stringify(response));

  // {
  //   Item: {
  //     updated_at: "2017-08-03T15:30:00Z",
  //     package_id: "abcd098ty",
  //     deleted: false,
  //     created_at: "2017-08-03T15:30:00Z",
  //     owner: "datalake_owner",
  //     description: "Sample package created by unit test",
  //     name: "Sample package"
  //   }
  // }
});

Use case 5: Update a Package Update the information describing a package in the data lake.

const package = new Datalake.Package(datalakeConfig);

package.updatePackage({
  packageId: 'abcd098ty',
  packageName: 'Sample package v2',
  packageDescription: 'A new description for the sample package.'
}).then(response => {
  console.log('Update results: ');
  console.log(JSON.stringify(response));

  // {
  //   Item: {
  //     updated_at: "2017-08-03T15:35:00Z",
  //     package_id: "abcd098ty",
  //     deleted: false,
  //     created_at: "2017-08-03T15:30:00Z",
  //     owner: "datalake_owner",
  //     description: "A new description for the sample package.",
  //     name: "Sample package v2"
  //   }
  // }
});

Use case 6: Delete a Package Delete a package in the data lake based on the packageId.

const package = new Datalake.Package(datalakeConfig);

package.deletePackage({
  packageId: 'abcd098ty'
}).then(deleteResponse => {
  console.log('Delete results: ');
  console.log(JSON.stringify(deleteResponse));

  // { }
});

Use case 7: Get a list of all Datasets in a Package

const package = new Datalake.Package(datalakeConfig);

package.describePackageDatasets({
  packageId: 'abcd098ty'
}).then(response => {
  console.log('Describe datasets results: ');
  console.log(JSON.stringify(response));

  // {
  //   Items: [{
  //     updated_at: "2017-08-07T18:30:00Z",
  //     package_id: "abcd098ty",
  //     created_at: "2017-08-07T18:30:00Z",
  //     s3_bucket: "data-lake-us-east-1-012345678901",
  //     content_type: "application/zip",
  //     created_by: "datalake_admin",
  //     dataset_id: "ABC123xyz",
  //     owner: "datalake_admin",
  //     name: "new-data-file.zip",
  //     s3_key: "ABC123xyz/1504794600000/new-data-file.zip",
  //     type: "dataset"
  //   }, {
  //     updated_at: "2017-08-07T18:35:00Z",
  //     package_id: "abcd098tu",
  //     created_at: "2017-08-07T18:35:00Z",
  //     s3_bucket: "data-lake-us-east-1-012345678901",
  //     content_type: "application/zip",
  //     created_by: "datalake_admin",
  //     dataset_id: "ABC123xyz",
  //     owner: "datalake_admin",
  //     name: "other-data-file.zip",
  //     s3_key: "ABC123wyz/1504794700000/other-data-file.zip",
  //     type: "dataset"
  //   }],
  //   Count: 2,
  //   ScannedCount: 2
  // }
});

Use case 8: Describe a Dataset in a Package

const package = new Datalake.Package(datalakeConfig);

package.describePackageDataset({
  packageId: 'abcd098ty',
  datasetId: 'ABC123xyz'
}).then(response => {
  console.log('Describe dataset results: ');
  console.log(JSON.stringify(response));

  // {
  //   Items: [{
  //     updated_at: "2017-08-07T18:30:00Z",
  //     package_id: "abcd098ty",
  //     created_at: "2017-08-07T18:30:00Z",
  //     s3_bucket: "data-lake-us-east-1-012345678901",
  //     content_type: "application/zip",
  //     created_by: "datalake_admin",
  //     dataset_id: "ABC123xyz",
  //     owner: "datalake_admin",
  //     name: "new-data-file.zip",
  //     s3_key: "ABC123xyz/1504794600000/new-data-file.zip",
  //     type: "dataset"
  //   }],
  //   Count: 1,
  //   ScannedCount: 1
  // }
});

Use case 9: Delete a Dataset Delete a dataset and the file contained inside of it from a package and the data lake.

const package = new Datalake.Package(datalakeConfig);

package.deletePackageDataset({
  packageId: 'abcd098ty',
  datasetId: 'xyz098qwe'
}).then(deleteResponse => {
  console.log('Delete results: ');
  console.log(JSON.stringify(deleteResponse));

  // { }
});

Use case 10: Get a list of all required Metadata fields Get a list of all tags set up on the Governance tab of the Administration->Settings page of the data lake.

const metadata = new Datalake.Metadata(datalakeConfig);

metadata.describeRequiredMetadata().then(response => {
  console.log('Required metadata: ');
  console.log(JSON.stringify(response));

  // {
  //   Items: [{
  //     updated_at: "2017-08-03T15:19:00Z",
  //     created_at: "2017-08-03T15:19:00Z",
  //     setting_id: "lkjh234so",
  //     type: "governance",
  //     setting: {
  //       tag: "first-tag",
  //       governance: "Required"
  //     }
  //   }, {
  //     updated_at: "2017-08-03T15:20:00Z",
  //     created_at: "2017-08-03T15:20:00Z",
  //     setting_id: "qwe678mnb",
  //     type: "governance",
  //     setting: {
  //       tag: "second-tag",
  //       governance: "Optional"
  //     }
  //   }]
  // }
});

Use case 11: Get metadata tags on a Package Get a list of metadata tags applied to a Package.

const metadata = new Datalake.Metadata(datalakeConfig);

// Get metadata for a package
var currentMetadata = null;
metadata.describeMetadata({ packageId: 'ABC123xyz' }).then(data => {
  console.log('Current metadata is: ');
  console.log(JSON.stringify(data));

  // {
  //   package_id: "ABC123xyz",
  //   metadata_id: "DEF456rst",
  //   created_at: "2017-08-07T18:30:00Z",
  //   created_by: "datalake_admin",
  //   metadata: [{
  //     tag: "format",
  //     value: "zip"
  //   }]
  // }
});

Use case 12: Create metadata tags on a Package Add metadata tags to a Package in the data lake. To update metadata tags, first retrieve the current tags, update/delete/add to the tags array and then use createMetadata(...) to update the metadata tags associated with the Package.

const metadata = new Datalake.Metadata(datalakeConfig);

// Get metadata for a package
var newTags = [];
newTags.push({ tag: 'a-new-tag', value: 'new-value' });
metadata.createMetadata({ 
    packageId: 'abcd098ty',
    metadata: newTags
}).then(response => {
  console.log('Current metadata is: ');
  console.log(JSON.stringify(response));

  // {
  //   package_id: "abcd098ty",
  //   metadata_id: "DEF456rsu",
  //   created_at: "2017-08-07T18:30:00Z",
  //   created_by: "datalake_admin",
  //   metadata: [{
  //     tag: "a-new-tag",
  //     value: "new-value"
  //   }]
  // }
});

AWS Data Lake Solution

You can find a guide the AWS Data Lake solution released by the AWS Solutions Builder group at:

http://docs.awssolutionsbuilder.com/data-lake/

Implemented Actions

Package

  • Search
  • Create
  • Describe
  • Update
  • Delete
  • Dataset Upload
  • Dataset Delete
  • Dataset Describe
  • Datasets Describe

Metadata

  • Describe Required Metadata
  • Create Metadata
  • Describe Metadata

Cart (Incomplete)

  • Describe Cart
  • Add Item
  • Describe Item
  • Remove Item
  • Checkout

Dependencies (3)

Dev Dependencies (2)

Package Sidebar

Install

npm i aws-data-lake-sdk

Repository

github.com/richclement/aws-data-lake-sdk

Homepage

github.com/richclement/aws-data-lake-sdk#readme

Weekly Downloads

0

Version

1.0.1

License

MIT

Last publish

Collaborators

  • richclement
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