moderator
text
/messages
/functions-project-12345 /messages /key-123456 text: "This is my first message!" /key-123457 text: "IN THIS MESSAGE I AM SHOUTING!!!"
sanitized
true
moderated
/functions-project-12345 /messages /key-123456 text: "This is my first message!", sanitized: true, moderated: false /key-123457 text: "In this message I am shouting." sanitized: true, moderated: true
functions.database().path('/messages/{messageId}').onWrite(...)
exports.moderator = functions.database.ref('/messages/{messageId}') .onWrite(event => { const message = event.data.val(); if (message && !message.sanitized) { // Retrieved the message values. console.log('Retrieved message content: ', message); // Run moderation checks on on the message and moderate if needed. const moderatedMessage = moderateMessage(message.text); // Update the Firebase DB with checked message. console.log('Message has been moderated. Saving to DB: ', moderatedMessage); return event.data.adminRef.update({ text: moderatedMessage, sanitized: true, moderated: message.text !== moderatedMessage }); } });
moderateMessage
bad-words
function moderateMessage(message) { // Re-capitalize if the user is Shouting. if (isShouting(message)) { console.log('User is shouting. Fixing sentence case...'); message = stopShouting(message); } // Moderate if the user uses SwearWords. if (containsSwearwords(message)) { console.log('User is swearing. moderating...'); message = moderateSwearwords(message); } return message; } // Returns true if the string contains swearwords. function containsSwearwords(message) { return message !== badWordsFilter.clean(message); } // Hide all swearwords. e.g: Crap => ****. function moderateSwearwords(message) { return badWordsFilter.clean(message); } // Detect if the current message is shouting. i.e. there are too many Uppercase // characters or exclamation points. function isShouting(message) { return message.replace(/[^A-Z]/g, '').length > message.length / 2 || message.replace(/[^!]/g, '').length >= 3; } // Correctly capitalize the string as a sentence (e.g. uppercase after dots) // and remove exclamation points. function stopShouting(message) { return capitalizeSentence(message.toLowerCase()).replace(/!+/g, '.'); }
blurOffensiveImages
functions.cloud.storage().onChange(...)
exports.blurOffensiveImages = functions.storage.object().onChange(event => { const object = event.data; const file = gcs.bucket(object.bucket).file(object.name); // Exit if this is a move or deletion event. if (object.resourceState === 'not_exists') { return console.log('This is a deletion event.'); } // Check the image content using the Cloud Vision API. return vision.detectSafeSearch(file).then(data => { const safeSearch = data[0]; console.log('SafeSearch results on image', safeSearch); if (safeSearch.adult || safeSearch.violence) { return blurImage(object.name, object.bucket, object.metadata); } }); });
function blurImage(filePath, bucketName, metadata) { const filePathSplit = filePath.split('/'); filePathSplit.pop(); const fileDir = filePathSplit.join('/'); const tempLocalDir = `${LOCAL_TMP_FOLDER}${fileDir}`; const tempLocalFile = `${LOCAL_TMP_FOLDER}${filePath}`; const bucket = gcs.bucket(bucketName); // Create the temp directory where the storage file will be downloaded. return mkdirp(tempLocalDir).then(() => { console.log('Temporary directory has been created', tempLocalDir); // Download file from bucket. return bucket.file(filePath).download({ destination: tempLocalFile }); }).then(() => { console.log('The file has been downloaded to', tempLocalFile); // Blur the image using ImageMagick. return exec(`convert ${tempLocalFile} -channel RGBA -blur 0x8 ${tempLocalFile}`); }).then(() => { console.log('Blurred image created at', tempLocalFile); // Uploading the Blurred image. return bucket.upload(tempLocalFile, { destination: filePath, metadata: {metadata: metadata} // Keeping custom metadata. }); }).then(() => { console.log('Blurred image uploaded to Storage at', filePath); }); }
compileSdkVersion
targetSdkVersion
“API Cloud Speech Google melakukan transkripsi ucapan-ke-teks yang sangat akurat dalam waktu mendekati seketika itu juga. Nilai akurasi yang lebih tinggi berarti kami dapat membantu para dealer mendapatkan hasil maksimal dari interaksi telepon dengan para pelanggan mereka dan meningkatkan penjualan.” — Gary Graves, CTO dan Co-Founder, InterActiveTel
