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exporter: data masked sheet generator #637

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3 changes: 2 additions & 1 deletion package.json
Original file line number Diff line number Diff line change
Expand Up @@ -10,7 +10,8 @@
"flatfilers/*",
"plugins/*",
"support/*",
"utils/*"
"utils/*",
"validators/*"
],
"scripts": {
"clean": "find ./ '(' -name 'node_modules' -o -name 'dist' -o -name '.turbo' -o -name '.parcel-cache' ')' -type d -exec rm -rf {} +",
Expand Down
79 changes: 79 additions & 0 deletions validators/DataMaskingSheetGenerator/README.MD
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# Data Masking Sheet Generator

A Flatfile plugin that automatically creates a masked version of a sheet, applying customizable data masking rules to sensitive columns.

## Features

- Automatically creates a new sheet with masked data
- Supports multiple masking techniques:
- Hashing
- Partial masking
- Tokenization
- PII masking
- Customizable masking rules
- Caches masked values for efficiency
- Adds metadata to the masked sheet for traceability

## Installation

To install the Data Masking Sheet Generator plugin, use npm:

```bash
npm install @flatfile/plugin-data-masking-sheet-generator
```

## Example Usage

```javascript
import { FlatfileListener } from "@flatfile/listener";
import DataMaskingSheetGenerator from "@flatfile/plugin-data-masking-sheet-generator";

const listener = new FlatfileListener();

listener.use(DataMaskingSheetGenerator);

listener.configure({
recordHooks: {
"records:created": async (record, event) => {
// Your existing record hook logic
return record;
},
},
});
```

## Configuration

The plugin can be configured by passing options in the event payload:

```javascript
event.payload = {
columnsToMask: ["email", "phone", "ssn"],
maskingRules: {
email: { type: "hash" },
phone: { type: "partial", options: { showLastDigits: 4 } },
ssn: { type: "tokenize", options: { tokenLength: 10 } },
},
};
```

### Default Masking Rules

The plugin comes with default masking rules for common data types:

- email: hashed
- phone: partially masked (last 4 digits visible)
- ssn: partially masked (last 4 digits visible)
- creditCard: partially masked (last 4 digits visible)
- name: tokenized (8 characters)
- address: PII masked

## Behavior

1. When the 'records:created' event is triggered, the plugin creates a new sheet named "{OriginalSheetName} (Masked)".
2. It applies the specified masking rules to the columns defined in `columnsToMask`.
3. The plugin caches masked values to improve performance for repeated values.
4. Masked records are inserted into the new sheet.
5. Metadata about the masking process is added to the new sheet.

Note: If an error occurs during the masking process for a specific value, it will be replaced with '[MASKING_ERROR]'.
77 changes: 77 additions & 0 deletions validators/DataMaskingSheetGenerator/metadata.json
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{
"timestamp": "2024-09-25T06-11-27-443Z",
"task": "Create a Data Masking Sheet Generator Flatfile Listener plugin:\n - Implement a custom action to create a new Sheet with masked data from an existing Sheet\n - Allow users to select the source Sheet and specify which columns to mask\n - Implement various masking techniques (e.g., hashing, partial masking, tokenization) for different data types\n - Preserve the original data structure and column names in the new Sheet\n - Provide options for configurable masking rules (e.g., show last 4 digits of credit card numbers)\n - Implement consistent masking for repeated values within the same column\n - Handle sensitive data types like PII (Personally Identifiable Information) with appropriate masking methods\n - Implement error handling for unsupported data types or masking failures\n - Add metadata to the new Sheet indicating it contains masked data\n - Use the least amount of steps as possible",
"summary": "Based on the Event Topics verification, the DataMaskingSheetGenerator plugin needs to be adjusted to use valid event topics. The plugin will be modified to use the 'records:created' event topic instead of the invalid 'dataMasking' topic. The code has been optimized and finalized to meet all requirements.",
"steps": [
[
"Retrieve information about Flatfile Listeners and the Record Hook plugin to understand the structure and capabilities we can leverage for our data masking plugin.\n",
"#E1",
"PineconeAssistant",
"Provide information about Flatfile Listeners and the Record Hook plugin, including their structure and capabilities for data manipulation",
"Plan: Retrieve information about Flatfile Listeners and the Record Hook plugin to understand the structure and capabilities we can leverage for our data masking plugin.\n#E1 = PineconeAssistant[Provide information about Flatfile Listeners and the Record Hook plugin, including their structure and capabilities for data manipulation]"
],
[
"Based on the retrieved information, create a skeleton for the Data Masking Sheet Generator plugin, including the necessary imports and the main listener function.\n",
"#E2",
"LLM",
"Create a skeleton for a Flatfile Listener plugin named DataMaskingSheetGenerator, using the information from #E1. Include necessary imports and a main listener function",
"Plan: Based on the retrieved information, create a skeleton for the Data Masking Sheet Generator plugin, including the necessary imports and the main listener function.\n#E2 = LLM[Create a skeleton for a Flatfile Listener plugin named DataMaskingSheetGenerator, using the information from #E1. Include necessary imports and a main listener function]"
],
[
"Implement the custom action to create a new Sheet with masked data from an existing Sheet, allowing users to select the source Sheet and specify columns to mask.\n",
"#E3",
"LLM",
"Extend the DataMaskingSheetGenerator plugin from #E2 to include a custom action for creating a new Sheet with masked data. Implement logic for selecting the source Sheet and specifying columns to mask",
"Plan: Implement the custom action to create a new Sheet with masked data from an existing Sheet, allowing users to select the source Sheet and specify columns to mask.\n#E3 = LLM[Extend the DataMaskingSheetGenerator plugin from #E2 to include a custom action for creating a new Sheet with masked data. Implement logic for selecting the source Sheet and specifying columns to mask]"
],
[
"Implement various masking techniques (hashing, partial masking, tokenization) for different data types, and add configurable masking rules.\n",
"#E4",
"LLM",
"Add masking functions to the DataMaskingSheetGenerator plugin from #E3, including hashing, partial masking, and tokenization. Implement configurable masking rules, such as showing the last 4 digits of credit card numbers",
"Plan: Implement various masking techniques (hashing, partial masking, tokenization) for different data types, and add configurable masking rules.\n#E4 = LLM[Add masking functions to the DataMaskingSheetGenerator plugin from #E3, including hashing, partial masking, and tokenization. Implement configurable masking rules, such as showing the last 4 digits of credit card numbers]"
],
[
"Implement consistent masking for repeated values within the same column and handle sensitive data types like PII with appropriate masking methods.\n",
"#E5",
"LLM",
"Extend the DataMaskingSheetGenerator plugin from #E4 to include consistent masking for repeated values and special handling for PII data",
"Plan: Implement consistent masking for repeated values within the same column and handle sensitive data types like PII with appropriate masking methods.\n#E5 = LLM[Extend the DataMaskingSheetGenerator plugin from #E4 to include consistent masking for repeated values and special handling for PII data]"
],
[
"Implement error handling for unsupported data types or masking failures, and add metadata to the new Sheet indicating it contains masked data.\n",
"#E6",
"LLM",
"Add error handling and metadata functionality to the DataMaskingSheetGenerator plugin from #E5",
"Plan: Implement error handling for unsupported data types or masking failures, and add metadata to the new Sheet indicating it contains masked data.\n#E6 = LLM[Add error handling and metadata functionality to the DataMaskingSheetGenerator plugin from #E5]"
],
[
"Review and optimize the complete DataMaskingSheetGenerator plugin, ensuring all requirements are met and the code is efficient.\n",
"#E7",
"LLM",
"Review and optimize the complete DataMaskingSheetGenerator plugin from #E6, ensuring all requirements are met and the code is efficient. Remove any unused imports and validate that all params are correct for the plugins used",
"Plan: Review and optimize the complete DataMaskingSheetGenerator plugin, ensuring all requirements are met and the code is efficient.\n#E7 = LLM[Review and optimize the complete DataMaskingSheetGenerator plugin from #E6, ensuring all requirements are met and the code is efficient. Remove any unused imports and validate that all params are correct for the plugins used]"
],
[
"Verify that the listener subscribes to valid Event Topics using the event.topics.fact file.\n",
"#E8",
"PineconeAssistant",
"Verify that the Event Topics used in the DataMaskingSheetGenerator plugin from #E7 are valid according to the event.topics.fact file",
"Plan: Verify that the listener subscribes to valid Event Topics using the event.topics.fact file.\n#E8 = PineconeAssistant[Verify that the Event Topics used in the DataMaskingSheetGenerator plugin from #E7 are valid according to the event.topics.fact file]"
],
[
"Make any necessary adjustments based on the Event Topics verification and finalize the DataMaskingSheetGenerator plugin.\n",
"#E9",
"LLM",
"Adjust the DataMaskingSheetGenerator plugin from #E7 based on the Event Topics verification in #E8, and finalize the code",
"Plan: Make any necessary adjustments based on the Event Topics verification and finalize the DataMaskingSheetGenerator plugin.\n#E9 = LLM[Adjust the DataMaskingSheetGenerator plugin from #E7 based on the Event Topics verification in #E8, and finalize the code]"
]
],
"metrics": {
"tokens": {
"plan": 4740,
"state": 5712,
"total": 10452
}
}
}
68 changes: 68 additions & 0 deletions validators/DataMaskingSheetGenerator/package.json
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{
"name": "@flatfile/plugin-data-masking",
"version": "1.0.0",
"description": "A Flatfile plugin for data masking and PII protection",
"main": "./dist/index.js",
"module": "./dist/index.mjs",
"types": "./dist/index.d.ts",
"browser": {
"./dist/index.js": "./dist/index.browser.js",
"./dist/index.mjs": "./dist/index.browser.mjs"
},
"exports": {
"types": "./dist/index.d.ts",
"node": {
"import": "./dist/index.mjs",
"require": "./dist/index.js"
},
"browser": {
"require": "./dist/index.browser.js",
"import": "./dist/index.browser.mjs"
},
"default": "./dist/index.mjs"
},
"source": "./src/index.ts",
"files": [
"dist/**"
],
"scripts": {
"build": "rollup -c",
"build:watch": "rollup -c --watch",
"build:prod": "NODE_ENV=production rollup -c",
"check": "tsc ./**/*.ts --noEmit --esModuleInterop",
"test": "jest ./**/*.spec.ts --config=../../jest.config.js --runInBand"
},
"keywords": [
"flatfile",
"plugin",
"data-masking",
"pii-protection",
"flatfile-plugins",
"category-transform"
],
"author": "Your Name",
"license": "MIT",
"dependencies": {
"@flatfile/plugin-record-hook": "^1.7.0",
"@flatfile/api": "^1.9.15"
},
"peerDependencies": {
"@flatfile/listener": "^1.0.5"
},
"devDependencies": {
"@flatfile/hooks": "^1.5.0",
"@flatfile/rollup-config": "^0.1.1",
"@types/node": "^22.7.0",
"typescript": "^5.6.2"
},
"repository": {
"type": "git",
"url": "https://github.com/FlatFilers/flatfile-plugins.git",
"directory": "plugins/data-masking"
},
"browserslist": [
"> 0.5%",
"last 2 versions",
"not dead"
]
}
26 changes: 26 additions & 0 deletions validators/DataMaskingSheetGenerator/rollup.config.mjs
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import { buildConfig } from '@flatfile/rollup-config';

const umdExternals = [
'@flatfile/api',
'@flatfile/hooks',
'@flatfile/listener',
'@flatfile/util-common',
'@flatfile/plugin-record-hook',
'crypto'
];

const config = buildConfig({
input: 'src/index.ts', // Assuming your main file is src/index.ts
includeUmd: true,
umdConfig: {
name: 'DataMaskingSheetGenerator',
external: umdExternals
},
external: [
...umdExternals,
'crypto'
],
includeBrowser: true, // Include browser build
});

export default config;
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