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index.js
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/**
* Copyright 2016 Google Inc. All Rights Reserved.
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for t`he specific language governing permissions and
* limitations under the License.
*/
'use strict';
const functions = require('firebase-functions');
const admin = require('firebase-admin');
admin.initializeApp();
const mkdirp = require('mkdirp-promise');
const vision = require('@google-cloud/vision');
const spawn = require('child-process-promise').spawn;
const path = require('path');
const os = require('os');
const fs = require('fs');
const VERY_UNLIKELY = 'VERY_UNLIKELY';
const BLURRED_FOLDER = 'blurred';
/**
* When an image is uploaded we check if it is flagged as Adult or Violence by the Cloud Vision
* API and if it is we blur it using ImageMagick.
*/
exports.blurOffensiveImages = functions.storage.object().onFinalize(async (object) => {
// Ignore things we've already blurred
if (object.name.startsWith(`${BLURRED_FOLDER}/`)) {
console.log(`Ignoring upload "${object.name}" because it was already blurred.`);
return null;
}
// Check the image content using the Cloud Vision API.
const visionClient = new vision.ImageAnnotatorClient();
const data = await visionClient.safeSearchDetection(
`gs://${object.bucket}/${object.name}`
);
const safeSearch = data[0].safeSearchAnnotation;
console.log('SafeSearch results on image', safeSearch);
// Tune these detection likelihoods to suit your app.
// The current settings show the most strict configuration
// Docs: https://cloud.google.com/vision/docs/reference/rpc/google.cloud.vision.v1#google.cloud.vision.v1.SafeSearchAnnotation
if (
safeSearch.adult !== VERY_UNLIKELY ||
safeSearch.spoof !== VERY_UNLIKELY ||
safeSearch.medical !== VERY_UNLIKELY ||
safeSearch.violence !== VERY_UNLIKELY ||
safeSearch.racy !== VERY_UNLIKELY
) {
console.log('Offensive image found. Blurring.');
return blurImage(object.name, object.bucket, object.metadata);
}
return null;
});
/**
* Blurs the given image located in the given bucket using ImageMagick.
*/
async function blurImage(filePath, bucketName, metadata) {
const tempLocalFile = path.join(os.tmpdir(), filePath);
const tempLocalDir = path.dirname(tempLocalFile);
const bucket = admin.storage().bucket(bucketName);
// Create the temp directory where the storage file will be downloaded.
await mkdirp(tempLocalDir);
console.log('Temporary directory has been created', tempLocalDir);
// Download file from bucket.
await bucket.file(filePath).download({destination: tempLocalFile});
console.log('The file has been downloaded to', tempLocalFile);
// Blur the image using ImageMagick.
await spawn('convert', [tempLocalFile, '-channel', 'RGBA', '-blur', '0x8', tempLocalFile]);
console.log('Blurred image created at', tempLocalFile);
// Uploading the Blurred image.
await bucket.upload(tempLocalFile, {
destination: `${BLURRED_FOLDER}/${filePath}`,
metadata: {metadata: metadata}, // Keeping custom metadata.
});
console.log('Blurred image uploaded to Storage at', filePath);
// Clean up the local file
fs.unlinkSync(tempLocalFile);
console.log('Deleted local file', filePath);
}