diff --git a/api-list.json b/api-list.json
index 1c34a63..04a1b8c 100644
--- a/api-list.json
+++ b/api-list.json
@@ -1,3910 +1,3910 @@
 {
- "kind": "discovery#directoryList",
- "discoveryVersion": "v1",
- "items": [
-  {
-   "kind": "discovery#directoryItem",
-   "id": "abusiveexperiencereport:v1",
-   "name": "abusiveexperiencereport",
-   "version": "v1",
-   "title": "Abusive Experience Report API",
-   "description": "Views Abusive Experience Report data, and gets a list of sites that have a significant number of abusive experiences.",
-   "discoveryRestUrl": "https://abusiveexperiencereport.googleapis.com/$discovery/rest?version=v1",
-   "icons": {
-    "x16": "https://www.gstatic.com/images/branding/product/1x/googleg_16dp.png",
-    "x32": "https://www.gstatic.com/images/branding/product/1x/googleg_32dp.png"
-   },
-   "documentationLink": "https://developers.google.com/abusive-experience-report/",
-   "preferred": true
-  },
-  {
-   "kind": "discovery#directoryItem",
-   "id": "acceleratedmobilepageurl:v1",
-   "name": "acceleratedmobilepageurl",
-   "version": "v1",
-   "title": "Accelerated Mobile Pages (AMP) URL API",
-   "description": "This API contains a single method, batchGet. Call this method to retrieve the AMP URL (and equivalent AMP Cache URL) for given public URL(s).",
-   "discoveryRestUrl": "https://acceleratedmobilepageurl.googleapis.com/$discovery/rest?version=v1",
-   "icons": {
-    "x16": "https://www.gstatic.com/images/branding/product/1x/googleg_16dp.png",
-    "x32": "https://www.gstatic.com/images/branding/product/1x/googleg_32dp.png"
-   },
-   "documentationLink": "https://developers.google.com/amp/cache/",
-   "preferred": true
-  },
-  {
-   "kind": "discovery#directoryItem",
-   "id": "accessapproval:v1beta1",
-   "name": "accessapproval",
-   "version": "v1beta1",
-   "title": "Access Approval API",
-   "description": "An API for controlling access to data by Google personnel.",
-   "discoveryRestUrl": "https://accessapproval.googleapis.com/$discovery/rest?version=v1beta1",
-   "icons": {
-    "x16": "https://www.gstatic.com/images/branding/product/1x/googleg_16dp.png",
-    "x32": "https://www.gstatic.com/images/branding/product/1x/googleg_32dp.png"
-   },
-   "documentationLink": "https://cloud.google.com/access-approval/docs",
-   "preferred": true
-  },
-  {
-   "kind": "discovery#directoryItem",
-   "id": "accesscontextmanager:v1beta",
-   "name": "accesscontextmanager",
-   "version": "v1beta",
-   "title": "Access Context Manager API",
-   "description": "An API for setting attribute based access control to requests to GCP services.",
-   "discoveryRestUrl": "https://accesscontextmanager.googleapis.com/$discovery/rest?version=v1beta",
-   "icons": {
-    "x16": "https://www.gstatic.com/images/branding/product/1x/googleg_16dp.png",
-    "x32": "https://www.gstatic.com/images/branding/product/1x/googleg_32dp.png"
-   },
-   "documentationLink": "https://cloud.google.com/access-context-manager/docs/reference/rest/",
-   "preferred": false
-  },
-  {
-   "kind": "discovery#directoryItem",
-   "id": "accesscontextmanager:v1",
-   "name": "accesscontextmanager",
-   "version": "v1",
-   "title": "Access Context Manager API",
-   "description": "An API for setting attribute based access control to requests to GCP services.",
-   "discoveryRestUrl": "https://accesscontextmanager.googleapis.com/$discovery/rest?version=v1",
-   "icons": {
-    "x16": "https://www.gstatic.com/images/branding/product/1x/googleg_16dp.png",
-    "x32": "https://www.gstatic.com/images/branding/product/1x/googleg_32dp.png"
-   },
-   "documentationLink": "https://cloud.google.com/access-context-manager/docs/reference/rest/",
-   "preferred": true
-  },
-  {
-   "kind": "discovery#directoryItem",
-   "id": "adexchangebuyer:v1.2",
-   "name": "adexchangebuyer",
-   "version": "v1.2",
-   "title": "Ad Exchange Buyer API",
-   "description": "Accesses your bidding-account information, submits creatives for validation, finds available direct deals, and retrieves performance reports.",
-   "discoveryRestUrl": "https://www.googleapis.com/discovery/v1/apis/adexchangebuyer/v1.2/rest",
-   "discoveryLink": "./apis/adexchangebuyer/v1.2/rest",
-   "icons": {
-    "x16": "https://www.google.com/images/icons/product/doubleclick-16.gif",
-    "x32": "https://www.google.com/images/icons/product/doubleclick-32.gif"
-   },
-   "documentationLink": "https://developers.google.com/ad-exchange/buyer-rest",
-   "preferred": false
-  },
-  {
-   "kind": "discovery#directoryItem",
-   "id": "adexchangebuyer:v1.3",
-   "name": "adexchangebuyer",
-   "version": "v1.3",
-   "title": "Ad Exchange Buyer API",
-   "description": "Accesses your bidding-account information, submits creatives for validation, finds available direct deals, and retrieves performance reports.",
-   "discoveryRestUrl": "https://www.googleapis.com/discovery/v1/apis/adexchangebuyer/v1.3/rest",
-   "discoveryLink": "./apis/adexchangebuyer/v1.3/rest",
-   "icons": {
-    "x16": "https://www.google.com/images/icons/product/doubleclick-16.gif",
-    "x32": "https://www.google.com/images/icons/product/doubleclick-32.gif"
-   },
-   "documentationLink": "https://developers.google.com/ad-exchange/buyer-rest",
-   "preferred": false
-  },
-  {
-   "kind": "discovery#directoryItem",
-   "id": "adexchangebuyer:v1.4",
-   "name": "adexchangebuyer",
-   "version": "v1.4",
-   "title": "Ad Exchange Buyer API",
-   "description": "Accesses your bidding-account information, submits creatives for validation, finds available direct deals, and retrieves performance reports.",
-   "discoveryRestUrl": "https://www.googleapis.com/discovery/v1/apis/adexchangebuyer/v1.4/rest",
-   "discoveryLink": "./apis/adexchangebuyer/v1.4/rest",
-   "icons": {
-    "x16": "https://www.google.com/images/icons/product/doubleclick-16.gif",
-    "x32": "https://www.google.com/images/icons/product/doubleclick-32.gif"
-   },
-   "documentationLink": "https://developers.google.com/ad-exchange/buyer-rest",
-   "preferred": true
-  },
-  {
-   "kind": "discovery#directoryItem",
-   "id": "adexchangebuyer2:v2beta1",
-   "name": "adexchangebuyer2",
-   "version": "v2beta1",
-   "title": "Ad Exchange Buyer API II",
-   "description": "Accesses the latest features for managing Ad Exchange accounts, Real-Time Bidding configurations and auction metrics, and Marketplace programmatic deals.",
-   "discoveryRestUrl": "https://adexchangebuyer.googleapis.com/$discovery/rest?version=v2beta1",
-   "icons": {
-    "x16": "https://www.gstatic.com/images/branding/product/1x/googleg_16dp.png",
-    "x32": "https://www.gstatic.com/images/branding/product/1x/googleg_32dp.png"
-   },
-   "documentationLink": "https://developers.google.com/ad-exchange/buyer-rest/reference/rest/",
-   "preferred": true
-  },
-  {
-   "kind": "discovery#directoryItem",
-   "id": "adexperiencereport:v1",
-   "name": "adexperiencereport",
-   "version": "v1",
-   "title": "Ad Experience Report API",
-   "description": "Views Ad Experience Report data, and gets a list of sites that have a significant number of annoying ads.",
-   "discoveryRestUrl": "https://adexperiencereport.googleapis.com/$discovery/rest?version=v1",
-   "icons": {
-    "x16": "https://www.gstatic.com/images/branding/product/1x/googleg_16dp.png",
-    "x32": "https://www.gstatic.com/images/branding/product/1x/googleg_32dp.png"
-   },
-   "documentationLink": "https://developers.google.com/ad-experience-report/",
-   "preferred": true
-  },
-  {
-   "kind": "discovery#directoryItem",
-   "id": "admin:datatransfer_v1",
-   "name": "admin",
-   "version": "datatransfer_v1",
-   "title": "Admin Data Transfer API",
-   "description": "Transfers user data from one user to another.",
-   "discoveryRestUrl": "https://www.googleapis.com/discovery/v1/apis/admin/datatransfer_v1/rest",
-   "discoveryLink": "./apis/admin/datatransfer_v1/rest",
-   "icons": {
-    "x16": "https://www.gstatic.com/images/branding/product/1x/googleg_16dp.png",
-    "x32": "https://www.gstatic.com/images/branding/product/1x/googleg_32dp.png"
-   },
-   "documentationLink": "https://developers.google.com/admin-sdk/data-transfer/",
-   "preferred": false
-  },
-  {
-   "kind": "discovery#directoryItem",
-   "id": "admin:directory_v1",
-   "name": "admin",
-   "version": "directory_v1",
-   "title": "Admin Directory API",
-   "description": "Manages enterprise resources such as users and groups, administrative notifications, security features, and more.",
-   "discoveryRestUrl": "https://www.googleapis.com/discovery/v1/apis/admin/directory_v1/rest",
-   "discoveryLink": "./apis/admin/directory_v1/rest",
-   "icons": {
-    "x16": "https://www.gstatic.com/images/branding/product/1x/googleg_16dp.png",
-    "x32": "https://www.gstatic.com/images/branding/product/1x/googleg_32dp.png"
-   },
-   "documentationLink": "https://developers.google.com/admin-sdk/directory/",
-   "preferred": false
-  },
-  {
-   "kind": "discovery#directoryItem",
-   "id": "admin:reports_v1",
-   "name": "admin",
-   "version": "reports_v1",
-   "title": "Admin Reports API",
-   "description": "Fetches reports for the administrators of G Suite customers about the usage, collaboration, security, and risk for their users.",
-   "discoveryRestUrl": "https://www.googleapis.com/discovery/v1/apis/admin/reports_v1/rest",
-   "discoveryLink": "./apis/admin/reports_v1/rest",
-   "icons": {
-    "x16": "https://www.gstatic.com/images/branding/product/1x/googleg_16dp.png",
-    "x32": "https://www.gstatic.com/images/branding/product/1x/googleg_32dp.png"
-   },
-   "documentationLink": "https://developers.google.com/admin-sdk/reports/",
-   "preferred": true
-  },
-  {
-   "kind": "discovery#directoryItem",
-   "id": "adsense:v1.4",
-   "name": "adsense",
-   "version": "v1.4",
-   "title": "AdSense Management API",
-   "description": "Accesses AdSense publishers' inventory and generates performance reports.",
-   "discoveryRestUrl": "https://www.googleapis.com/discovery/v1/apis/adsense/v1.4/rest",
-   "discoveryLink": "./apis/adsense/v1.4/rest",
-   "icons": {
-    "x16": "https://www.google.com/images/icons/product/adsense-16.png",
-    "x32": "https://www.google.com/images/icons/product/adsense-32.png"
-   },
-   "documentationLink": "https://developers.google.com/adsense/management/",
-   "preferred": true
-  },
-  {
-   "kind": "discovery#directoryItem",
-   "id": "adsensehost:v4.1",
-   "name": "adsensehost",
-   "version": "v4.1",
-   "title": "AdSense Host API",
-   "description": "Generates performance reports, generates ad codes, and provides publisher management capabilities for AdSense Hosts.",
-   "discoveryRestUrl": "https://www.googleapis.com/discovery/v1/apis/adsensehost/v4.1/rest",
-   "discoveryLink": "./apis/adsensehost/v4.1/rest",
-   "icons": {
-    "x16": "https://www.google.com/images/icons/product/adsense-16.png",
-    "x32": "https://www.google.com/images/icons/product/adsense-32.png"
-   },
-   "documentationLink": "https://developers.google.com/adsense/host/",
-   "labels": [
-    "limited_availability"
-   ],
-   "preferred": true
-  },
-  {
-   "kind": "discovery#directoryItem",
-   "id": "alertcenter:v1beta1",
-   "name": "alertcenter",
-   "version": "v1beta1",
-   "title": "G Suite Alert Center API",
-   "description": "Manages alerts on issues affecting your domain.",
-   "discoveryRestUrl": "https://alertcenter.googleapis.com/$discovery/rest?version=v1beta1",
-   "icons": {
-    "x16": "https://www.gstatic.com/images/branding/product/1x/googleg_16dp.png",
-    "x32": "https://www.gstatic.com/images/branding/product/1x/googleg_32dp.png"
-   },
-   "documentationLink": "https://developers.google.com/admin-sdk/alertcenter/",
-   "preferred": true
-  },
-  {
-   "kind": "discovery#directoryItem",
-   "id": "analytics:v2.4",
-   "name": "analytics",
-   "version": "v2.4",
-   "title": "Google Analytics API",
-   "description": "Views and manages your Google Analytics data.",
-   "discoveryRestUrl": "https://www.googleapis.com/discovery/v1/apis/analytics/v2.4/rest",
-   "discoveryLink": "./apis/analytics/v2.4/rest",
-   "icons": {
-    "x16": "https://www.google.com/images/icons/product/analytics-16.png",
-    "x32": "https://www.google.com/images/icons/product/analytics-32.png"
-   },
-   "documentationLink": "https://developers.google.com/analytics/",
-   "preferred": false
-  },
-  {
-   "kind": "discovery#directoryItem",
-   "id": "analytics:v3",
-   "name": "analytics",
-   "version": "v3",
-   "title": "Google Analytics API",
-   "description": "Views and manages your Google Analytics data.",
-   "discoveryRestUrl": "https://www.googleapis.com/discovery/v1/apis/analytics/v3/rest",
-   "discoveryLink": "./apis/analytics/v3/rest",
-   "icons": {
-    "x16": "https://www.google.com/images/icons/product/analytics-16.png",
-    "x32": "https://www.google.com/images/icons/product/analytics-32.png"
-   },
-   "documentationLink": "https://developers.google.com/analytics/",
-   "preferred": true
-  },
-  {
-   "kind": "discovery#directoryItem",
-   "id": "analyticsreporting:v4",
-   "name": "analyticsreporting",
-   "version": "v4",
-   "title": "Analytics Reporting API",
-   "description": "Accesses Analytics report data.",
-   "discoveryRestUrl": "https://analyticsreporting.googleapis.com/$discovery/rest?version=v4",
-   "icons": {
-    "x16": "https://www.gstatic.com/images/branding/product/1x/googleg_16dp.png",
-    "x32": "https://www.gstatic.com/images/branding/product/1x/googleg_32dp.png"
-   },
-   "documentationLink": "https://developers.google.com/analytics/devguides/reporting/core/v4/",
-   "preferred": true
-  },
-  {
-   "kind": "discovery#directoryItem",
-   "id": "androiddeviceprovisioning:v1",
-   "name": "androiddeviceprovisioning",
-   "version": "v1",
-   "title": "Android Device Provisioning Partner API",
-   "description": "Automates Android zero-touch enrollment for device resellers, customers, and EMMs.",
-   "discoveryRestUrl": "https://androiddeviceprovisioning.googleapis.com/$discovery/rest?version=v1",
-   "icons": {
-    "x16": "https://www.gstatic.com/images/branding/product/1x/googleg_16dp.png",
-    "x32": "https://www.gstatic.com/images/branding/product/1x/googleg_32dp.png"
-   },
-   "documentationLink": "https://developers.google.com/zero-touch/",
-   "preferred": true
-  },
-  {
-   "kind": "discovery#directoryItem",
-   "id": "androidenterprise:v1",
-   "name": "androidenterprise",
-   "version": "v1",
-   "title": "Google Play EMM API",
-   "description": "Manages the deployment of apps to Android for Work users.",
-   "discoveryRestUrl": "https://www.googleapis.com/discovery/v1/apis/androidenterprise/v1/rest",
-   "discoveryLink": "./apis/androidenterprise/v1/rest",
-   "icons": {
-    "x16": "https://www.google.com/images/icons/product/android-16.png",
-    "x32": "https://www.google.com/images/icons/product/android-32.png"
-   },
-   "documentationLink": "https://developers.google.com/android/work/play/emm-api",
-   "preferred": true
-  },
-  {
-   "kind": "discovery#directoryItem",
-   "id": "androidmanagement:v1",
-   "name": "androidmanagement",
-   "version": "v1",
-   "title": "Android Management API",
-   "description": "The Android Management API provides remote enterprise management of Android devices and apps.",
-   "discoveryRestUrl": "https://androidmanagement.googleapis.com/$discovery/rest?version=v1",
-   "icons": {
-    "x16": "https://www.gstatic.com/images/branding/product/1x/googleg_16dp.png",
-    "x32": "https://www.gstatic.com/images/branding/product/1x/googleg_32dp.png"
-   },
-   "documentationLink": "https://developers.google.com/android/management",
-   "preferred": true
-  },
-  {
-   "kind": "discovery#directoryItem",
-   "id": "androidpublisher:v1",
-   "name": "androidpublisher",
-   "version": "v1",
-   "title": "Google Play Developer API",
-   "description": "Accesses Android application developers' Google Play accounts.",
-   "discoveryRestUrl": "https://www.googleapis.com/discovery/v1/apis/androidpublisher/v1/rest",
-   "discoveryLink": "./apis/androidpublisher/v1/rest",
-   "icons": {
-    "x16": "https://www.google.com/images/icons/product/android-16.png",
-    "x32": "https://www.google.com/images/icons/product/android-32.png"
-   },
-   "documentationLink": "https://developers.google.com/android-publisher",
-   "preferred": false
-  },
-  {
-   "kind": "discovery#directoryItem",
-   "id": "androidpublisher:v1.1",
-   "name": "androidpublisher",
-   "version": "v1.1",
-   "title": "Google Play Developer API",
-   "description": "Accesses Android application developers' Google Play accounts.",
-   "discoveryRestUrl": "https://www.googleapis.com/discovery/v1/apis/androidpublisher/v1.1/rest",
-   "discoveryLink": "./apis/androidpublisher/v1.1/rest",
-   "icons": {
-    "x16": "https://www.google.com/images/icons/product/android-16.png",
-    "x32": "https://www.google.com/images/icons/product/android-32.png"
-   },
-   "documentationLink": "https://developers.google.com/android-publisher",
-   "preferred": false
-  },
-  {
-   "kind": "discovery#directoryItem",
-   "id": "androidpublisher:v2",
-   "name": "androidpublisher",
-   "version": "v2",
-   "title": "Google Play Developer API",
-   "description": "Accesses Android application developers' Google Play accounts.",
-   "discoveryRestUrl": "https://www.googleapis.com/discovery/v1/apis/androidpublisher/v2/rest",
-   "discoveryLink": "./apis/androidpublisher/v2/rest",
-   "icons": {
-    "x16": "https://www.google.com/images/icons/product/android-16.png",
-    "x32": "https://www.google.com/images/icons/product/android-32.png"
-   },
-   "documentationLink": "https://developers.google.com/android-publisher",
-   "preferred": false
-  },
-  {
-   "kind": "discovery#directoryItem",
-   "id": "androidpublisher:v3",
-   "name": "androidpublisher",
-   "version": "v3",
-   "title": "Google Play Developer API",
-   "description": "Accesses Android application developers' Google Play accounts.",
-   "discoveryRestUrl": "https://www.googleapis.com/discovery/v1/apis/androidpublisher/v3/rest",
-   "discoveryLink": "./apis/androidpublisher/v3/rest",
-   "icons": {
-    "x16": "https://www.google.com/images/icons/product/android-16.png",
-    "x32": "https://www.google.com/images/icons/product/android-32.png"
-   },
-   "documentationLink": "https://developers.google.com/android-publisher",
-   "preferred": true
-  },
-  {
-   "kind": "discovery#directoryItem",
-   "id": "appengine:v1alpha",
-   "name": "appengine",
-   "version": "v1alpha",
-   "title": "App Engine Admin API",
-   "description": "Provisions and manages developers' App Engine applications.",
-   "discoveryRestUrl": "https://appengine.googleapis.com/$discovery/rest?version=v1alpha",
-   "icons": {
-    "x16": "https://www.gstatic.com/images/branding/product/1x/googleg_16dp.png",
-    "x32": "https://www.gstatic.com/images/branding/product/1x/googleg_32dp.png"
-   },
-   "documentationLink": "https://cloud.google.com/appengine/docs/admin-api/",
-   "preferred": false
-  },
-  {
-   "kind": "discovery#directoryItem",
-   "id": "appengine:v1beta",
-   "name": "appengine",
-   "version": "v1beta",
-   "title": "App Engine Admin API",
-   "description": "Provisions and manages developers' App Engine applications.",
-   "discoveryRestUrl": "https://appengine.googleapis.com/$discovery/rest?version=v1beta",
-   "icons": {
-    "x16": "https://www.gstatic.com/images/branding/product/1x/googleg_16dp.png",
-    "x32": "https://www.gstatic.com/images/branding/product/1x/googleg_32dp.png"
-   },
-   "documentationLink": "https://cloud.google.com/appengine/docs/admin-api/",
-   "preferred": false
-  },
-  {
-   "kind": "discovery#directoryItem",
-   "id": "appengine:v1",
-   "name": "appengine",
-   "version": "v1",
-   "title": "App Engine Admin API",
-   "description": "Provisions and manages developers' App Engine applications.",
-   "discoveryRestUrl": "https://appengine.googleapis.com/$discovery/rest?version=v1",
-   "icons": {
-    "x16": "https://www.gstatic.com/images/branding/product/1x/googleg_16dp.png",
-    "x32": "https://www.gstatic.com/images/branding/product/1x/googleg_32dp.png"
-   },
-   "documentationLink": "https://cloud.google.com/appengine/docs/admin-api/",
-   "preferred": true
-  },
-  {
-   "kind": "discovery#directoryItem",
-   "id": "appengine:v1beta4",
-   "name": "appengine",
-   "version": "v1beta4",
-   "title": "App Engine Admin API",
-   "description": "Provisions and manages developers' App Engine applications.",
-   "discoveryRestUrl": "https://appengine.googleapis.com/$discovery/rest?version=v1beta4",
-   "icons": {
-    "x16": "https://www.gstatic.com/images/branding/product/1x/googleg_16dp.png",
-    "x32": "https://www.gstatic.com/images/branding/product/1x/googleg_32dp.png"
-   },
-   "documentationLink": "https://cloud.google.com/appengine/docs/admin-api/",
-   "preferred": false
-  },
-  {
-   "kind": "discovery#directoryItem",
-   "id": "appengine:v1beta5",
-   "name": "appengine",
-   "version": "v1beta5",
-   "title": "App Engine Admin API",
-   "description": "Provisions and manages developers' App Engine applications.",
-   "discoveryRestUrl": "https://appengine.googleapis.com/$discovery/rest?version=v1beta5",
-   "icons": {
-    "x16": "https://www.gstatic.com/images/branding/product/1x/googleg_16dp.png",
-    "x32": "https://www.gstatic.com/images/branding/product/1x/googleg_32dp.png"
-   },
-   "documentationLink": "https://cloud.google.com/appengine/docs/admin-api/",
-   "preferred": false
-  },
-  {
-   "kind": "discovery#directoryItem",
-   "id": "appsactivity:v1",
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- ]
+  "kind": "discovery#directoryList",
+  "discoveryVersion": "v1",
+  "items": [
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+      "id": "abusiveexperiencereport:v1",
+      "name": "abusiveexperiencereport",
+      "version": "v1",
+      "title": "Abusive Experience Report API",
+      "description": "Views Abusive Experience Report data, and gets a list of sites that have a significant number of abusive experiences.",
+      "discoveryRestUrl": "https://abusiveexperiencereport.googleapis.com/$discovery/rest?version=v1",
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+      "id": "acceleratedmobilepageurl:v1",
+      "name": "acceleratedmobilepageurl",
+      "version": "v1",
+      "title": "Accelerated Mobile Pages (AMP) URL API",
+      "description": "This API contains a single method, batchGet. Call this method to retrieve the AMP URL (and equivalent AMP Cache URL) for given public URL(s).",
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+      "name": "cloudscheduler",
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+      "title": "Cloud Scheduler API",
+      "description": "Creates and manages jobs run on a regular recurring schedule.",
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+      "icons": {
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+    },
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+      "id": "cloudscheduler:v1beta1",
+      "name": "cloudscheduler",
+      "version": "v1beta1",
+      "title": "Cloud Scheduler API",
+      "description": "Creates and manages jobs run on a regular recurring schedule.",
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+    },
+    {
+      "kind": "discovery#directoryItem",
+      "id": "cloudsearch:v1",
+      "name": "cloudsearch",
+      "version": "v1",
+      "title": "Cloud Search API",
+      "description": "Cloud Search provides cloud-based search capabilities over G Suite data. The Cloud Search API allows indexing of non-G Suite data into Cloud Search.",
+      "discoveryRestUrl": "https://cloudsearch.googleapis.com/$discovery/rest?version=v1",
+      "icons": {
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+        "x32": "https://www.gstatic.com/images/branding/product/1x/googleg_32dp.png"
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+    },
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+      "id": "cloudshell:v1alpha1",
+      "name": "cloudshell",
+      "version": "v1alpha1",
+      "title": "Cloud Shell API",
+      "description": "Allows users to start, configure, and connect to interactive shell sessions running in the cloud.",
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+    },
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+      "id": "cloudshell:v1",
+      "name": "cloudshell",
+      "version": "v1",
+      "title": "Cloud Shell API",
+      "description": "Allows users to start, configure, and connect to interactive shell sessions running in the cloud.",
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+        "x32": "https://www.gstatic.com/images/branding/product/1x/googleg_32dp.png"
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+    },
+    {
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+      "name": "cloudtasks",
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+      "discoveryRestUrl": "https://cloudtasks.googleapis.com/$discovery/rest?version=v2",
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+        "x32": "https://www.gstatic.com/images/branding/product/1x/googleg_32dp.png"
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+      "id": "cloudtasks:v2beta3",
+      "name": "cloudtasks",
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+      "name": "cloudtrace",
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+      "icons": {
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+      "name": "cloudtrace",
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+      "icons": {
+        "x16": "https://www.gstatic.com/images/branding/product/1x/googleg_16dp.png",
+        "x32": "https://www.gstatic.com/images/branding/product/1x/googleg_32dp.png"
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+      "id": "cloudtrace:v2",
+      "name": "cloudtrace",
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+      "icons": {
+        "x16": "https://www.gstatic.com/images/branding/product/1x/googleg_16dp.png",
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+      "id": "commentanalyzer:v1alpha1",
+      "name": "commentanalyzer",
+      "version": "v1alpha1",
+      "title": "Perspective Comment Analyzer API",
+      "description": "The Perspective Comment Analyzer API provides information about the potential impact of a comment on a conversation (e.g. it can provide a score for the \"toxicity\" of a comment). Users can leverage the \"SuggestCommentScore\" method to submit corrections to improve Perspective over time. Users can set the \"doNotStore\" flag to ensure that all submitted comments are automatically deleted after scores are returned.",
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+      "name": "composer",
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+      "discoveryRestUrl": "https://composer.googleapis.com/$discovery/rest?version=v1",
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+      "name": "composer",
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+      "description": "Manages Apache Airflow environments on Google Cloud Platform.",
+      "discoveryRestUrl": "https://composer.googleapis.com/$discovery/rest?version=v1beta1",
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+    },
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+      "description": "Creates and runs virtual machines on Google Cloud Platform.",
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+      "name": "compute",
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+      "title": "Compute Engine API",
+      "description": "Creates and runs virtual machines on Google Cloud Platform.",
+      "discoveryRestUrl": "https://www.googleapis.com/discovery/v1/apis/compute/beta/rest",
+      "discoveryLink": "./apis/compute/beta/rest",
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+      "name": "compute",
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+      "title": "Compute Engine API",
+      "description": "Creates and runs virtual machines on Google Cloud Platform.",
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+      "discoveryLink": "./apis/compute/v1/rest",
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+      "description": "Builds and manages container-based applications, powered by the open source Kubernetes technology.",
+      "discoveryRestUrl": "https://container.googleapis.com/$discovery/rest?version=v1",
+      "icons": {
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+      "id": "container:v1beta1",
+      "name": "container",
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+      "title": "Kubernetes Engine API",
+      "description": "Builds and manages container-based applications, powered by the open source Kubernetes technology.",
+      "discoveryRestUrl": "https://container.googleapis.com/$discovery/rest?version=v1beta1",
+      "icons": {
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+      "id": "containeranalysis:v1alpha1",
+      "name": "containeranalysis",
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+      "description": "An implementation of the Grafeas API, which stores, and enables querying and retrieval of critical metadata about all of your software artifacts.",
+      "discoveryRestUrl": "https://containeranalysis.googleapis.com/$discovery/rest?version=v1alpha1",
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+      "id": "containeranalysis:v1beta1",
+      "name": "containeranalysis",
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+      "description": "An implementation of the Grafeas API, which stores, and enables querying and retrieval of critical metadata about all of your software artifacts.",
+      "discoveryRestUrl": "https://containeranalysis.googleapis.com/$discovery/rest?version=v1beta1",
+      "icons": {
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+    {
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+      "id": "content:v2",
+      "name": "content",
+      "version": "v2",
+      "title": "Content API for Shopping",
+      "description": "Manages product items, inventory, and Merchant Center accounts for Google Shopping.",
+      "discoveryRestUrl": "https://www.googleapis.com/discovery/v1/apis/content/v2/rest",
+      "discoveryLink": "./apis/content/v2/rest",
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+      "description": "Manages product items, inventory, and Merchant Center accounts for Google Shopping.",
+      "discoveryRestUrl": "https://www.googleapis.com/discovery/v1/apis/content/v2.1/rest",
+      "discoveryLink": "./apis/content/v2.1/rest",
+      "icons": {
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+        "x32": "https://www.gstatic.com/images/branding/product/1x/googleg_32dp.png"
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+      "id": "customsearch:v1",
+      "name": "customsearch",
+      "version": "v1",
+      "title": "CustomSearch API",
+      "description": "Searches over a website or collection of websites",
+      "discoveryRestUrl": "https://www.googleapis.com/discovery/v1/apis/customsearch/v1/rest",
+      "discoveryLink": "./apis/customsearch/v1/rest",
+      "icons": {
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+        "x32": "https://www.gstatic.com/images/branding/product/1x/googleg_32dp.png"
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+      "name": "dataflow",
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+      "title": "Dataflow API",
+      "description": "Manages Google Cloud Dataflow projects on Google Cloud Platform.",
+      "discoveryRestUrl": "https://dataflow.googleapis.com/$discovery/rest?version=v1b3",
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+      "name": "datafusion",
+      "version": "v1beta1",
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+      "description": "Cloud Data Fusion is a fully-managed, cloud native, enterprise data integration service for quickly building and managing data pipelines. It provides a graphical interface to increase time efficiency and reduce complexity, and allows business users, developers, and data scientists to easily and reliably build scalable data integration solutions to cleanse, prepare, blend, transfer and transform data without having to wrestle with infrastructure.",
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+      "id": "dataproc:v1",
+      "name": "dataproc",
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+      "description": "Manages Hadoop-based clusters and jobs on Google Cloud Platform.",
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+      "id": "dataproc:v1beta2",
+      "name": "dataproc",
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+      "title": "Cloud Dataproc API",
+      "description": "Manages Hadoop-based clusters and jobs on Google Cloud Platform.",
+      "discoveryRestUrl": "https://dataproc.googleapis.com/$discovery/rest?version=v1beta2",
+      "icons": {
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+    {
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+      "id": "datastore:v1",
+      "name": "datastore",
+      "version": "v1",
+      "title": "Cloud Datastore API",
+      "description": "Accesses the schemaless NoSQL database to provide fully managed, robust, scalable storage for your application.",
+      "discoveryRestUrl": "https://datastore.googleapis.com/$discovery/rest?version=v1",
+      "icons": {
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+      "id": "datastore:v1beta1",
+      "name": "datastore",
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+      "title": "Cloud Datastore API",
+      "description": "Accesses the schemaless NoSQL database to provide fully managed, robust, scalable storage for your application.",
+      "discoveryRestUrl": "https://datastore.googleapis.com/$discovery/rest?version=v1beta1",
+      "icons": {
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+      "id": "datastore:v1beta3",
+      "name": "datastore",
+      "version": "v1beta3",
+      "title": "Cloud Datastore API",
+      "description": "Accesses the schemaless NoSQL database to provide fully managed, robust, scalable storage for your application.",
+      "discoveryRestUrl": "https://datastore.googleapis.com/$discovery/rest?version=v1beta3",
+      "icons": {
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+      "id": "deploymentmanager:alpha",
+      "name": "deploymentmanager",
+      "version": "alpha",
+      "title": "Google Cloud Deployment Manager Alpha API",
+      "description": "The Deployment Manager API allows users to declaratively configure, deploy and run complex solutions on the Google Cloud Platform.",
+      "discoveryRestUrl": "https://www.googleapis.com/discovery/v1/apis/deploymentmanager/alpha/rest",
+      "discoveryLink": "./apis/deploymentmanager/alpha/rest",
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+      "id": "monitoring:v3",
+      "name": "monitoring",
+      "version": "v3",
+      "title": "Stackdriver Monitoring API",
+      "description": "Manages your Stackdriver Monitoring data and configurations. Most projects must be associated with a Stackdriver account, with a few exceptions as noted on the individual method pages. The table entries below are presented in alphabetical order, not in order of common use. For explanations of the concepts found in the table entries, read the [Stackdriver Monitoring documentation](/monitoring/docs).",
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+      "id": "oauth2:v1",
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+      "description": "Obtains end-user authorization grants for use with other Google APIs.",
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+      "title": "Google OAuth2 API",
+      "description": "Obtains end-user authorization grants for use with other Google APIs.",
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+    },
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+      "name": "osconfig",
+      "version": "v1alpha1",
+      "title": "Cloud OS Config API",
+      "description": "Manages OS configurations for GCE VM instances.",
+      "discoveryRestUrl": "https://osconfig.googleapis.com/$discovery/rest?version=v1alpha1",
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+    },
+    {
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+      "name": "osconfig",
+      "version": "v1alpha2",
+      "title": "Cloud OS Config API",
+      "description": "Manages OS configurations for GCE VM instances.",
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+      "name": "oslogin",
+      "version": "v1alpha",
+      "title": "Cloud OS Login API",
+      "description": "Manages OS login configuration for Google account users.",
+      "discoveryRestUrl": "https://oslogin.googleapis.com/$discovery/rest?version=v1alpha",
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+    },
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+      "id": "oslogin:v1beta",
+      "name": "oslogin",
+      "version": "v1beta",
+      "title": "Cloud OS Login API",
+      "description": "Manages OS login configuration for Google account users.",
+      "discoveryRestUrl": "https://oslogin.googleapis.com/$discovery/rest?version=v1beta",
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+      "name": "oslogin",
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+      "title": "Cloud OS Login API",
+      "description": "Manages OS login configuration for Google account users.",
+      "discoveryRestUrl": "https://oslogin.googleapis.com/$discovery/rest?version=v1",
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+      "name": "pagespeedonline",
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+      "title": "PageSpeed Insights API",
+      "description": "Analyzes the performance of a web page and provides tailored suggestions to make that page faster.",
+      "discoveryRestUrl": "https://www.googleapis.com/discovery/v1/apis/pagespeedonline/v1/rest",
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+      "id": "pagespeedonline:v2",
+      "name": "pagespeedonline",
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+      "title": "PageSpeed Insights API",
+      "description": "Analyzes the performance of a web page and provides tailored suggestions to make that page faster.",
+      "discoveryRestUrl": "https://www.googleapis.com/discovery/v1/apis/pagespeedonline/v2/rest",
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+      "id": "pagespeedonline:v4",
+      "name": "pagespeedonline",
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+      "title": "PageSpeed Insights API",
+      "description": "Analyzes the performance of a web page and provides tailored suggestions to make that page faster.",
+      "discoveryRestUrl": "https://www.googleapis.com/discovery/v1/apis/pagespeedonline/v4/rest",
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+    {
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+      "id": "pagespeedonline:v5",
+      "name": "pagespeedonline",
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+      "title": "PageSpeed Insights API",
+      "description": "Analyzes the performance of a web page and provides tailored suggestions to make that page faster.",
+      "discoveryRestUrl": "https://www.googleapis.com/discovery/v1/apis/pagespeedonline/v5/rest",
+      "discoveryLink": "./apis/pagespeedonline/v5/rest",
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+    },
+    {
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+      "id": "people:v1",
+      "name": "people",
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+      "title": "People API",
+      "description": "Provides access to information about profiles and contacts.",
+      "discoveryRestUrl": "https://people.googleapis.com/$discovery/rest?version=v1",
+      "icons": {
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+      "id": "playcustomapp:v1",
+      "name": "playcustomapp",
+      "version": "v1",
+      "title": "Google Play Custom App Publishing API",
+      "description": "An API to publish custom Android apps.",
+      "discoveryRestUrl": "https://www.googleapis.com/discovery/v1/apis/playcustomapp/v1/rest",
+      "discoveryLink": "./apis/playcustomapp/v1/rest",
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+      "name": "plus",
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+      "title": "Google+ API",
+      "description": "Builds on top of the Google+ platform.",
+      "discoveryRestUrl": "https://www.googleapis.com/discovery/v1/apis/plus/v1/rest",
+      "discoveryLink": "./apis/plus/v1/rest",
+      "icons": {
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+    {
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+      "id": "plusDomains:v1",
+      "name": "plusDomains",
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+      "title": "Google+ Domains API",
+      "description": "Builds on top of the Google+ platform for Google Apps Domains.",
+      "discoveryRestUrl": "https://www.googleapis.com/discovery/v1/apis/plusDomains/v1/rest",
+      "discoveryLink": "./apis/plusDomains/v1/rest",
+      "icons": {
+        "x16": "http://www.google.com/images/icons/product/gplus-16.png",
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+      "documentationLink": "https://developers.google.com/+/domains/",
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+    },
+    {
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+      "id": "poly:v1",
+      "name": "poly",
+      "version": "v1",
+      "title": "Poly API",
+      "description": "The Poly API provides read access to assets hosted on poly.google.com to all, and upload access to poly.google.com for whitelisted accounts.",
+      "discoveryRestUrl": "https://poly.googleapis.com/$discovery/rest?version=v1",
+      "icons": {
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+      "id": "proximitybeacon:v1beta1",
+      "name": "proximitybeacon",
+      "version": "v1beta1",
+      "title": "Proximity Beacon API",
+      "description": "Registers, manages, indexes, and searches beacons.",
+      "discoveryRestUrl": "https://proximitybeacon.googleapis.com/$discovery/rest?version=v1beta1",
+      "icons": {
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+      "name": "pubsub",
+      "version": "v1beta1a",
+      "title": "Cloud Pub/Sub API",
+      "description": "Provides reliable, many-to-many, asynchronous messaging between applications.",
+      "discoveryRestUrl": "https://pubsub.googleapis.com/$discovery/rest?version=v1beta1a",
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+      "id": "pubsub:v1",
+      "name": "pubsub",
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+      "description": "Provides reliable, many-to-many, asynchronous messaging between applications.",
+      "discoveryRestUrl": "https://pubsub.googleapis.com/$discovery/rest?version=v1",
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+      "description": "Provides reliable, many-to-many, asynchronous messaging between applications.",
+      "discoveryRestUrl": "https://pubsub.googleapis.com/$discovery/rest?version=v1beta2",
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+      "title": "Google Cloud Memorystore for Redis API",
+      "description": "Creates and manages Redis instances on the Google Cloud Platform.",
+      "discoveryRestUrl": "https://redis.googleapis.com/$discovery/rest?version=v1",
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+      "title": "Google Cloud Memorystore for Redis API",
+      "description": "Creates and manages Redis instances on the Google Cloud Platform.",
+      "discoveryRestUrl": "https://redis.googleapis.com/$discovery/rest?version=v1beta1",
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+      "name": "remotebuildexecution",
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+      "title": "Remote Build Execution API",
+      "description": "Supplies a Remote Execution API service for tools such as bazel.",
+      "discoveryRestUrl": "https://remotebuildexecution.googleapis.com/$discovery/rest?version=v1alpha",
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+      "description": "Supplies a Remote Execution API service for tools such as bazel.",
+      "discoveryRestUrl": "https://remotebuildexecution.googleapis.com/$discovery/rest?version=v1",
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+      "name": "remotebuildexecution",
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+      "title": "Remote Build Execution API",
+      "description": "Supplies a Remote Execution API service for tools such as bazel.",
+      "discoveryRestUrl": "https://remotebuildexecution.googleapis.com/$discovery/rest?version=v2",
+      "icons": {
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+      "description": "The Replica Pool API allows users to declaratively provision and manage groups of Google Compute Engine instances based on a common template.",
+      "discoveryRestUrl": "https://www.googleapis.com/discovery/v1/apis/replicapool/v1beta1/rest",
+      "discoveryLink": "./apis/replicapool/v1beta1/rest",
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+      "id": "reseller:v1",
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+      "title": "Enterprise Apps Reseller API",
+      "description": "Creates and manages your customers and their subscriptions.",
+      "discoveryRestUrl": "https://www.googleapis.com/discovery/v1/apis/reseller/v1/rest",
+      "discoveryLink": "./apis/reseller/v1/rest",
+      "icons": {
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+      "id": "run:v1alpha1",
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+      "description": "Deploy and manage user provided container images that scale automatically based on HTTP traffic.",
+      "discoveryRestUrl": "https://run.googleapis.com/$discovery/rest?version=v1alpha1",
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+      "description": "Deploy and manage user provided container images that scale automatically based on HTTP traffic.",
+      "discoveryRestUrl": "https://run.googleapis.com/$discovery/rest?version=v1",
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+      "id": "run:v1beta1",
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+      "title": "Cloud Run API",
+      "description": "Deploy and manage user provided container images that scale automatically based on HTTP traffic.",
+      "discoveryRestUrl": "https://run.googleapis.com/$discovery/rest?version=v1beta1",
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+      "id": "runtimeconfig:v1beta1",
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+      "name": "servicebroker",
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+      "description": "The Google Cloud Platform Service Broker API provides Google hosted implementation of the Open Service Broker API (https://www.openservicebrokerapi.org/).",
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+      "id": "servicebroker:v1beta1",
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+      "description": "The Google Cloud Platform Service Broker API provides Google hosted implementation of the Open Service Broker API (https://www.openservicebrokerapi.org/).",
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+      "description": "Manages the service consumers of a Service Infrastructure service.",
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+      "discoveryRestUrl": "https://serviceusage.googleapis.com/$discovery/rest?version=v1",
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+      "discoveryRestUrl": "https://serviceusage.googleapis.com/$discovery/rest?version=v1beta1",
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+      "name": "sheets",
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+      "description": "Reads and writes Google Sheets.",
+      "discoveryRestUrl": "https://sheets.googleapis.com/$discovery/rest?version=v4",
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+      "id": "siteVerification:v1",
+      "name": "siteVerification",
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+      "title": "Google Site Verification API",
+      "description": "Verifies ownership of websites or domains with Google.",
+      "discoveryRestUrl": "https://www.googleapis.com/discovery/v1/apis/siteVerification/v1/rest",
+      "discoveryLink": "./apis/siteVerification/v1/rest",
+      "icons": {
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+      "id": "slides:v1",
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+      "title": "Google Slides API",
+      "description": "Reads and writes Google Slides presentations.",
+      "discoveryRestUrl": "https://slides.googleapis.com/$discovery/rest?version=v1",
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+      "id": "sourcerepo:v1",
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+      "title": "Cloud Source Repositories API",
+      "description": "Accesses source code repositories hosted by Google.",
+      "discoveryRestUrl": "https://sourcerepo.googleapis.com/$discovery/rest?version=v1",
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+      "id": "spanner:v1",
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+      "id": "speech:v1p1beta1",
+      "name": "speech",
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+      "discoveryRestUrl": "https://speech.googleapis.com/$discovery/rest?version=v1p1beta1",
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+      "name": "speech",
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+      "description": "Lets you store and retrieve potentially-large, immutable data objects.",
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+      "description": "Transfers data from external data sources to a Google Cloud Storage bucket or between Google Cloud Storage buckets.",
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+      "description": "Publishes 360 photos to Google Maps, along with position, orientation, and connectivity metadata. Apps can offer an interface for positioning, connecting, and uploading user-generated Street View images.",
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+      "icons": {
+        "x16": "https://www.gstatic.com/images/branding/product/1x/googleg_16dp.png",
+        "x32": "https://www.gstatic.com/images/branding/product/1x/googleg_32dp.png"
+      },
+      "preferred": true
+    },
+    {
+      "kind": "discovery#directoryItem",
+      "id": "tagmanager:v1",
+      "name": "tagmanager",
+      "version": "v1",
+      "title": "Tag Manager API",
+      "description": "Accesses Tag Manager accounts and containers.",
+      "discoveryRestUrl": "https://www.googleapis.com/discovery/v1/apis/tagmanager/v1/rest",
+      "discoveryLink": "./apis/tagmanager/v1/rest",
+      "icons": {
+        "x16": "https://www.gstatic.com/images/branding/product/1x/googleg_16dp.png",
+        "x32": "https://www.gstatic.com/images/branding/product/1x/googleg_32dp.png"
+      },
+      "documentationLink": "https://developers.google.com/tag-manager/api/v1/",
+      "preferred": false
+    },
+    {
+      "kind": "discovery#directoryItem",
+      "id": "tagmanager:v2",
+      "name": "tagmanager",
+      "version": "v2",
+      "title": "Tag Manager API",
+      "description": "Accesses Tag Manager accounts and containers.",
+      "discoveryRestUrl": "https://www.googleapis.com/discovery/v1/apis/tagmanager/v2/rest",
+      "discoveryLink": "./apis/tagmanager/v2/rest",
+      "icons": {
+        "x16": "https://www.gstatic.com/images/branding/product/1x/googleg_16dp.png",
+        "x32": "https://www.gstatic.com/images/branding/product/1x/googleg_32dp.png"
+      },
+      "documentationLink": "https://developers.google.com/tag-manager/api/v2/",
+      "preferred": true
+    },
+    {
+      "kind": "discovery#directoryItem",
+      "id": "tasks:v1",
+      "name": "tasks",
+      "version": "v1",
+      "title": "Tasks API",
+      "description": "Manages your tasks and task lists.",
+      "discoveryRestUrl": "https://www.googleapis.com/discovery/v1/apis/tasks/v1/rest",
+      "discoveryLink": "./apis/tasks/v1/rest",
+      "icons": {
+        "x16": "https://www.google.com/images/icons/product/tasks-16.png",
+        "x32": "https://www.google.com/images/icons/product/tasks-32.png"
+      },
+      "documentationLink": "https://developers.google.com/google-apps/tasks/firstapp",
+      "preferred": true
+    },
+    {
+      "kind": "discovery#directoryItem",
+      "id": "testing:v1",
+      "name": "testing",
+      "version": "v1",
+      "title": "Cloud Testing API",
+      "description": "Allows developers to run automated tests for their mobile applications on Google infrastructure.",
+      "discoveryRestUrl": "https://testing.googleapis.com/$discovery/rest?version=v1",
+      "icons": {
+        "x16": "https://www.gstatic.com/images/branding/product/1x/googleg_16dp.png",
+        "x32": "https://www.gstatic.com/images/branding/product/1x/googleg_32dp.png"
+      },
+      "documentationLink": "https://developers.google.com/cloud-test-lab/",
+      "preferred": true
+    },
+    {
+      "kind": "discovery#directoryItem",
+      "id": "texttospeech:v1",
+      "name": "texttospeech",
+      "version": "v1",
+      "title": "Cloud Text-to-Speech API",
+      "description": "Synthesizes natural-sounding speech by applying powerful neural network models.",
+      "discoveryRestUrl": "https://texttospeech.googleapis.com/$discovery/rest?version=v1",
+      "icons": {
+        "x16": "https://www.gstatic.com/images/branding/product/1x/googleg_16dp.png",
+        "x32": "https://www.gstatic.com/images/branding/product/1x/googleg_32dp.png"
+      },
+      "documentationLink": "https://cloud.google.com/text-to-speech/",
+      "preferred": true
+    },
+    {
+      "kind": "discovery#directoryItem",
+      "id": "texttospeech:v1beta1",
+      "name": "texttospeech",
+      "version": "v1beta1",
+      "title": "Cloud Text-to-Speech API",
+      "description": "Synthesizes natural-sounding speech by applying powerful neural network models.",
+      "discoveryRestUrl": "https://texttospeech.googleapis.com/$discovery/rest?version=v1beta1",
+      "icons": {
+        "x16": "https://www.gstatic.com/images/branding/product/1x/googleg_16dp.png",
+        "x32": "https://www.gstatic.com/images/branding/product/1x/googleg_32dp.png"
+      },
+      "documentationLink": "https://cloud.google.com/text-to-speech/",
+      "preferred": false
+    },
+    {
+      "kind": "discovery#directoryItem",
+      "id": "toolresults:v1beta3",
+      "name": "toolresults",
+      "version": "v1beta3",
+      "title": "Cloud Tool Results API",
+      "description": "Reads and publishes results from Firebase Test Lab.",
+      "discoveryRestUrl": "https://www.googleapis.com/discovery/v1/apis/toolresults/v1beta3/rest",
+      "discoveryLink": "./apis/toolresults/v1beta3/rest",
+      "icons": {
+        "x16": "https://www.gstatic.com/images/branding/product/1x/googleg_16dp.png",
+        "x32": "https://www.gstatic.com/images/branding/product/1x/googleg_32dp.png"
+      },
+      "documentationLink": "https://firebase.google.com/docs/test-lab/",
+      "preferred": true
+    },
+    {
+      "kind": "discovery#directoryItem",
+      "id": "tpu:v1alpha1",
+      "name": "tpu",
+      "version": "v1alpha1",
+      "title": "Cloud TPU API",
+      "description": "TPU API provides customers with access to Google TPU technology.",
+      "discoveryRestUrl": "https://tpu.googleapis.com/$discovery/rest?version=v1alpha1",
+      "icons": {
+        "x16": "https://www.gstatic.com/images/branding/product/1x/googleg_16dp.png",
+        "x32": "https://www.gstatic.com/images/branding/product/1x/googleg_32dp.png"
+      },
+      "documentationLink": "https://cloud.google.com/tpu/",
+      "preferred": false
+    },
+    {
+      "kind": "discovery#directoryItem",
+      "id": "tpu:v1",
+      "name": "tpu",
+      "version": "v1",
+      "title": "Cloud TPU API",
+      "description": "TPU API provides customers with access to Google TPU technology.",
+      "discoveryRestUrl": "https://tpu.googleapis.com/$discovery/rest?version=v1",
+      "icons": {
+        "x16": "https://www.gstatic.com/images/branding/product/1x/googleg_16dp.png",
+        "x32": "https://www.gstatic.com/images/branding/product/1x/googleg_32dp.png"
+      },
+      "documentationLink": "https://cloud.google.com/tpu/",
+      "preferred": true
+    },
+    {
+      "kind": "discovery#directoryItem",
+      "id": "translate:v2",
+      "name": "translate",
+      "version": "v2",
+      "title": "Cloud Translation API",
+      "description": "Integrates text translation into your website or application.",
+      "discoveryRestUrl": "https://translation.googleapis.com/$discovery/rest?version=v2",
+      "icons": {
+        "x16": "https://www.gstatic.com/images/branding/product/1x/googleg_16dp.png",
+        "x32": "https://www.gstatic.com/images/branding/product/1x/googleg_32dp.png"
+      },
+      "documentationLink": "https://cloud.google.com/translate/docs/quickstarts",
+      "preferred": true
+    },
+    {
+      "kind": "discovery#directoryItem",
+      "id": "urlshortener:v1",
+      "name": "urlshortener",
+      "version": "v1",
+      "title": "URL Shortener API",
+      "description": "Lets you create, inspect, and manage goo.gl short URLs",
+      "discoveryRestUrl": "https://www.googleapis.com/discovery/v1/apis/urlshortener/v1/rest",
+      "discoveryLink": "./apis/urlshortener/v1/rest",
+      "icons": {
+        "x16": "https://www.gstatic.com/images/branding/product/1x/googleg_16dp.png",
+        "x32": "https://www.gstatic.com/images/branding/product/1x/googleg_32dp.png"
+      },
+      "documentationLink": "https://developers.google.com/url-shortener/v1/getting_started",
+      "preferred": true
+    },
+    {
+      "kind": "discovery#directoryItem",
+      "id": "vault:v1",
+      "name": "vault",
+      "version": "v1",
+      "title": "G Suite Vault API",
+      "description": "Archiving and eDiscovery for G Suite.",
+      "discoveryRestUrl": "https://vault.googleapis.com/$discovery/rest?version=v1",
+      "icons": {
+        "x16": "https://www.gstatic.com/images/branding/product/1x/googleg_16dp.png",
+        "x32": "https://www.gstatic.com/images/branding/product/1x/googleg_32dp.png"
+      },
+      "documentationLink": "https://developers.google.com/vault",
+      "preferred": true
+    },
+    {
+      "kind": "discovery#directoryItem",
+      "id": "videointelligence:v1p1beta1",
+      "name": "videointelligence",
+      "version": "v1p1beta1",
+      "title": "Cloud Video Intelligence API",
+      "description": "Detects objects, explicit content, and scene changes in videos. It also specifies the region for annotation and transcribes speech to text. Supports both asynchronous API and streaming API.",
+      "discoveryRestUrl": "https://videointelligence.googleapis.com/$discovery/rest?version=v1p1beta1",
+      "icons": {
+        "x16": "https://www.gstatic.com/images/branding/product/1x/googleg_16dp.png",
+        "x32": "https://www.gstatic.com/images/branding/product/1x/googleg_32dp.png"
+      },
+      "documentationLink": "https://cloud.google.com/video-intelligence/docs/",
+      "preferred": false
+    },
+    {
+      "kind": "discovery#directoryItem",
+      "id": "videointelligence:v1p2beta1",
+      "name": "videointelligence",
+      "version": "v1p2beta1",
+      "title": "Cloud Video Intelligence API",
+      "description": "Detects objects, explicit content, and scene changes in videos. It also specifies the region for annotation and transcribes speech to text. Supports both asynchronous API and streaming API.",
+      "discoveryRestUrl": "https://videointelligence.googleapis.com/$discovery/rest?version=v1p2beta1",
+      "icons": {
+        "x16": "https://www.gstatic.com/images/branding/product/1x/googleg_16dp.png",
+        "x32": "https://www.gstatic.com/images/branding/product/1x/googleg_32dp.png"
+      },
+      "documentationLink": "https://cloud.google.com/video-intelligence/docs/",
+      "preferred": false
+    },
+    {
+      "kind": "discovery#directoryItem",
+      "id": "videointelligence:v1p3beta1",
+      "name": "videointelligence",
+      "version": "v1p3beta1",
+      "title": "Cloud Video Intelligence API",
+      "description": "Detects objects, explicit content, and scene changes in videos. It also specifies the region for annotation and transcribes speech to text. Supports both asynchronous API and streaming API.",
+      "discoveryRestUrl": "https://videointelligence.googleapis.com/$discovery/rest?version=v1p3beta1",
+      "icons": {
+        "x16": "https://www.gstatic.com/images/branding/product/1x/googleg_16dp.png",
+        "x32": "https://www.gstatic.com/images/branding/product/1x/googleg_32dp.png"
+      },
+      "documentationLink": "https://cloud.google.com/video-intelligence/docs/",
+      "preferred": false
+    },
+    {
+      "kind": "discovery#directoryItem",
+      "id": "videointelligence:v1",
+      "name": "videointelligence",
+      "version": "v1",
+      "title": "Cloud Video Intelligence API",
+      "description": "Detects objects, explicit content, and scene changes in videos. It also specifies the region for annotation and transcribes speech to text. Supports both asynchronous API and streaming API.",
+      "discoveryRestUrl": "https://videointelligence.googleapis.com/$discovery/rest?version=v1",
+      "icons": {
+        "x16": "https://www.gstatic.com/images/branding/product/1x/googleg_16dp.png",
+        "x32": "https://www.gstatic.com/images/branding/product/1x/googleg_32dp.png"
+      },
+      "documentationLink": "https://cloud.google.com/video-intelligence/docs/",
+      "preferred": true
+    },
+    {
+      "kind": "discovery#directoryItem",
+      "id": "videointelligence:v1beta2",
+      "name": "videointelligence",
+      "version": "v1beta2",
+      "title": "Cloud Video Intelligence API",
+      "description": "Detects objects, explicit content, and scene changes in videos. It also specifies the region for annotation and transcribes speech to text. Supports both asynchronous API and streaming API.",
+      "discoveryRestUrl": "https://videointelligence.googleapis.com/$discovery/rest?version=v1beta2",
+      "icons": {
+        "x16": "https://www.gstatic.com/images/branding/product/1x/googleg_16dp.png",
+        "x32": "https://www.gstatic.com/images/branding/product/1x/googleg_32dp.png"
+      },
+      "documentationLink": "https://cloud.google.com/video-intelligence/docs/",
+      "preferred": false
+    },
+    {
+      "kind": "discovery#directoryItem",
+      "id": "vision:v1p1beta1",
+      "name": "vision",
+      "version": "v1p1beta1",
+      "title": "Cloud Vision API",
+      "description": "Integrates Google Vision features, including image labeling, face, logo, and landmark detection, optical character recognition (OCR), and detection of explicit content, into applications.",
+      "discoveryRestUrl": "https://vision.googleapis.com/$discovery/rest?version=v1p1beta1",
+      "icons": {
+        "x16": "https://www.gstatic.com/images/branding/product/1x/googleg_16dp.png",
+        "x32": "https://www.gstatic.com/images/branding/product/1x/googleg_32dp.png"
+      },
+      "documentationLink": "https://cloud.google.com/vision/",
+      "preferred": false
+    },
+    {
+      "kind": "discovery#directoryItem",
+      "id": "vision:v1p2beta1",
+      "name": "vision",
+      "version": "v1p2beta1",
+      "title": "Cloud Vision API",
+      "description": "Integrates Google Vision features, including image labeling, face, logo, and landmark detection, optical character recognition (OCR), and detection of explicit content, into applications.",
+      "discoveryRestUrl": "https://vision.googleapis.com/$discovery/rest?version=v1p2beta1",
+      "icons": {
+        "x16": "https://www.gstatic.com/images/branding/product/1x/googleg_16dp.png",
+        "x32": "https://www.gstatic.com/images/branding/product/1x/googleg_32dp.png"
+      },
+      "documentationLink": "https://cloud.google.com/vision/",
+      "preferred": false
+    },
+    {
+      "kind": "discovery#directoryItem",
+      "id": "vision:v1",
+      "name": "vision",
+      "version": "v1",
+      "title": "Cloud Vision API",
+      "description": "Integrates Google Vision features, including image labeling, face, logo, and landmark detection, optical character recognition (OCR), and detection of explicit content, into applications.",
+      "discoveryRestUrl": "https://vision.googleapis.com/$discovery/rest?version=v1",
+      "icons": {
+        "x16": "https://www.gstatic.com/images/branding/product/1x/googleg_16dp.png",
+        "x32": "https://www.gstatic.com/images/branding/product/1x/googleg_32dp.png"
+      },
+      "documentationLink": "https://cloud.google.com/vision/",
+      "preferred": true
+    },
+    {
+      "kind": "discovery#directoryItem",
+      "id": "webfonts:v1",
+      "name": "webfonts",
+      "version": "v1",
+      "title": "Google Fonts Developer API",
+      "description": "Accesses the metadata for all families served by Google Fonts, providing a list of families currently available (including available styles and a list of supported script subsets).",
+      "discoveryRestUrl": "https://www.googleapis.com/discovery/v1/apis/webfonts/v1/rest",
+      "discoveryLink": "./apis/webfonts/v1/rest",
+      "icons": {
+        "x16": "https://www.google.com/images/icons/feature/font_api-16.png",
+        "x32": "https://www.google.com/images/icons/feature/font_api-32.gif"
+      },
+      "documentationLink": "https://developers.google.com/fonts/docs/developer_api",
+      "preferred": true
+    },
+    {
+      "kind": "discovery#directoryItem",
+      "id": "webmasters:v3",
+      "name": "webmasters",
+      "version": "v3",
+      "title": "Search Console API",
+      "description": "View Google Search Console data for your verified sites.",
+      "discoveryRestUrl": "https://www.googleapis.com/discovery/v1/apis/webmasters/v3/rest",
+      "discoveryLink": "./apis/webmasters/v3/rest",
+      "icons": {
+        "x16": "https://www.google.com/images/icons/product/webmaster_tools-16.png",
+        "x32": "https://www.google.com/images/icons/product/webmaster_tools-32.png"
+      },
+      "documentationLink": "https://developers.google.com/webmaster-tools/",
+      "preferred": true
+    },
+    {
+      "kind": "discovery#directoryItem",
+      "id": "websecurityscanner:v1alpha",
+      "name": "websecurityscanner",
+      "version": "v1alpha",
+      "title": "Web Security Scanner API",
+      "description": "Scans your Compute and App Engine apps for common web vulnerabilities.",
+      "discoveryRestUrl": "https://websecurityscanner.googleapis.com/$discovery/rest?version=v1alpha",
+      "icons": {
+        "x16": "https://www.gstatic.com/images/branding/product/1x/googleg_16dp.png",
+        "x32": "https://www.gstatic.com/images/branding/product/1x/googleg_32dp.png"
+      },
+      "documentationLink": "https://cloud.google.com/security-scanner/",
+      "preferred": true
+    },
+    {
+      "kind": "discovery#directoryItem",
+      "id": "websecurityscanner:v1beta",
+      "name": "websecurityscanner",
+      "version": "v1beta",
+      "title": "Web Security Scanner API",
+      "description": "Scans your Compute and App Engine apps for common web vulnerabilities.",
+      "discoveryRestUrl": "https://websecurityscanner.googleapis.com/$discovery/rest?version=v1beta",
+      "icons": {
+        "x16": "https://www.gstatic.com/images/branding/product/1x/googleg_16dp.png",
+        "x32": "https://www.gstatic.com/images/branding/product/1x/googleg_32dp.png"
+      },
+      "documentationLink": "https://cloud.google.com/security-scanner/",
+      "preferred": false
+    },
+    {
+      "kind": "discovery#directoryItem",
+      "id": "youtube:v3",
+      "name": "youtube",
+      "version": "v3",
+      "title": "YouTube Data API",
+      "description": "Supports core YouTube features, such as uploading videos, creating and managing playlists, searching for content, and much more.",
+      "discoveryRestUrl": "https://www.googleapis.com/discovery/v1/apis/youtube/v3/rest",
+      "discoveryLink": "./apis/youtube/v3/rest",
+      "icons": {
+        "x16": "https://www.google.com/images/icons/product/youtube-16.png",
+        "x32": "https://www.google.com/images/icons/product/youtube-32.png"
+      },
+      "documentationLink": "https://developers.google.com/youtube/v3",
+      "preferred": true
+    },
+    {
+      "kind": "discovery#directoryItem",
+      "id": "youtubeAnalytics:v1",
+      "name": "youtubeAnalytics",
+      "version": "v1",
+      "title": "YouTube Analytics API",
+      "description": "Retrieves your YouTube Analytics data.",
+      "discoveryRestUrl": "https://youtubeanalytics.googleapis.com/$discovery/rest?version=v1",
+      "icons": {
+        "x16": "https://www.gstatic.com/images/branding/product/1x/googleg_16dp.png",
+        "x32": "https://www.gstatic.com/images/branding/product/1x/googleg_32dp.png"
+      },
+      "documentationLink": "https://developers.google.com/youtube/analytics",
+      "preferred": false
+    },
+    {
+      "kind": "discovery#directoryItem",
+      "id": "youtubeAnalytics:v2",
+      "name": "youtubeAnalytics",
+      "version": "v2",
+      "title": "YouTube Analytics API",
+      "description": "Retrieves your YouTube Analytics data.",
+      "discoveryRestUrl": "https://youtubeanalytics.googleapis.com/$discovery/rest?version=v2",
+      "icons": {
+        "x16": "https://www.gstatic.com/images/branding/product/1x/googleg_16dp.png",
+        "x32": "https://www.gstatic.com/images/branding/product/1x/googleg_32dp.png"
+      },
+      "documentationLink": "https://developers.google.com/youtube/analytics",
+      "preferred": true
+    },
+    {
+      "kind": "discovery#directoryItem",
+      "id": "youtubereporting:v1",
+      "name": "youtubereporting",
+      "version": "v1",
+      "title": "YouTube Reporting API",
+      "description": "Schedules reporting jobs containing your YouTube Analytics data and downloads the resulting bulk data reports in the form of CSV files.",
+      "discoveryRestUrl": "https://youtubereporting.googleapis.com/$discovery/rest?version=v1",
+      "icons": {
+        "x16": "https://www.gstatic.com/images/branding/product/1x/googleg_16dp.png",
+        "x32": "https://www.gstatic.com/images/branding/product/1x/googleg_32dp.png"
+      },
+      "documentationLink": "https://developers.google.com/youtube/reporting/v1/reports/",
+      "preferred": true
+    }
+  ]
 }
diff --git a/cloudtasks/v2beta2/cloudtasks-api.json b/cloudtasks/v2beta2/cloudtasks-api.json
index 6a914ff..1930fce 100644
--- a/cloudtasks/v2beta2/cloudtasks-api.json
+++ b/cloudtasks/v2beta2/cloudtasks-api.json
@@ -786,7 +786,7 @@
       }
     }
   },
-  "revision": "20190531",
+  "revision": "20190618",
   "rootUrl": "https://cloudtasks.googleapis.com/",
   "schemas": {
     "AcknowledgeTaskRequest": {
@@ -1025,7 +1025,7 @@
           "type": "string"
         },
         "leaseDuration": {
-          "description": "\nAfter the worker has successfully finished the work associated\nwith the task, the worker must call via\nAcknowledgeTask before the\nschedule_time. Otherwise the task will be\nreturned to a later LeaseTasks call so\nthat another worker can retry it.\n\nThe maximum lease duration is 1 week.\n`lease_duration` will be truncated to the nearest second.",
+          "description": "Required.\n\nThe duration of the lease.\n\nEach task returned in the response will\nhave its schedule_time set to the current\ntime plus the `lease_duration`. The task is leased until its\nschedule_time; thus, the task will not be\nreturned to another LeaseTasks call\nbefore its schedule_time.\n\n\nAfter the worker has successfully finished the work associated\nwith the task, the worker must call via\nAcknowledgeTask before the\nschedule_time. Otherwise the task will be\nreturned to a later LeaseTasks call so\nthat another worker can retry it.\n\nThe maximum lease duration is 1 week.\n`lease_duration` will be truncated to the nearest second.",
           "format": "google-duration",
           "type": "string"
         },
diff --git a/cloudtasks/v2beta2/cloudtasks-gen.go b/cloudtasks/v2beta2/cloudtasks-gen.go
index 1a2f1de..1e6b40b 100644
--- a/cloudtasks/v2beta2/cloudtasks-gen.go
+++ b/cloudtasks/v2beta2/cloudtasks-gen.go
@@ -1088,7 +1088,19 @@
 	// tag will be displayed as empty in Cloud Tasks.
 	Filter string `json:"filter,omitempty"`
 
-	// LeaseDuration:
+	// LeaseDuration: Required.
+	//
+	// The duration of the lease.
+	//
+	// Each task returned in the response will
+	// have its schedule_time set to the current
+	// time plus the `lease_duration`. The task is leased until
+	// its
+	// schedule_time; thus, the task will not be
+	// returned to another LeaseTasks call
+	// before its schedule_time.
+	//
+	//
 	// After the worker has successfully finished the work associated
 	// with the task, the worker must call via
 	// AcknowledgeTask before the
diff --git a/tpu/v1/tpu-api.json b/tpu/v1/tpu-api.json
index acd7f02..fa6f078 100644
--- a/tpu/v1/tpu-api.json
+++ b/tpu/v1/tpu-api.json
@@ -658,7 +658,7 @@
       }
     }
   },
-  "revision": "20190509",
+  "revision": "20190619",
   "rootUrl": "https://tpu.googleapis.com/",
   "schemas": {
     "AcceleratorType": {
@@ -842,7 +842,7 @@
           "type": "string"
         },
         "createTime": {
-          "description": "Output only.\nThe time when the node was created.",
+          "description": "Output only. The time when the node was created.",
           "format": "google-datetime",
           "type": "string"
         },
@@ -871,11 +871,11 @@
           "type": "string"
         },
         "healthDescription": {
-          "description": "Output only.\nIf this field is populated, it contains a description of why the TPU Node\nis unhealthy.",
+          "description": "Output only. If this field is populated, it contains a description of why the TPU Node\nis unhealthy.",
           "type": "string"
         },
         "ipAddress": {
-          "description": "Output only.\nDEPRECATED! Use network_endpoints instead.\nThe network address for the TPU Node as visible to Compute Engine\ninstances.",
+          "description": "Output only. DEPRECATED! Use network_endpoints instead.\nThe network address for the TPU Node as visible to Compute Engine\ninstances.",
           "type": "string"
         },
         "labels": {
@@ -886,7 +886,7 @@
           "type": "object"
         },
         "name": {
-          "description": "Output only.\nThe immutable name of the TPU",
+          "description": "Output only. The immutable name of the TPU",
           "type": "string"
         },
         "network": {
@@ -901,18 +901,18 @@
           "type": "array"
         },
         "port": {
-          "description": "Output only.\nDEPRECATED! Use network_endpoints instead.\nThe network port for the TPU Node as visible to Compute Engine instances.",
+          "description": "Output only. DEPRECATED! Use network_endpoints instead.\nThe network port for the TPU Node as visible to Compute Engine instances.",
           "type": "string"
         },
         "schedulingConfig": {
           "$ref": "SchedulingConfig"
         },
         "serviceAccount": {
-          "description": "Output only.\nThe service account used to run the tensor flow services within the node.\nTo share resources, including Google Cloud Storage data, with the\nTensorflow job running in the Node, this account must have permissions to\nthat data.",
+          "description": "Output only. The service account used to run the tensor flow services within the node.\nTo share resources, including Google Cloud Storage data, with the\nTensorflow job running in the Node, this account must have permissions to\nthat data.",
           "type": "string"
         },
         "state": {
-          "description": "Output only.\nThe current state for the TPU Node.",
+          "description": "Output only. The current state for the TPU Node.",
           "enum": [
             "STATE_UNSPECIFIED",
             "CREATING",
@@ -1059,7 +1059,7 @@
       "type": "object"
     },
     "Status": {
-      "description": "The `Status` type defines a logical error model that is suitable for\ndifferent programming environments, including REST APIs and RPC APIs. It is\nused by [gRPC](https://github.com/grpc). The error model is designed to be:\n\n- Simple to use and understand for most users\n- Flexible enough to meet unexpected needs\n\n# Overview\n\nThe `Status` message contains three pieces of data: error code, error\nmessage, and error details. The error code should be an enum value of\ngoogle.rpc.Code, but it may accept additional error codes if needed.  The\nerror message should be a developer-facing English message that helps\ndevelopers *understand* and *resolve* the error. If a localized user-facing\nerror message is needed, put the localized message in the error details or\nlocalize it in the client. The optional error details may contain arbitrary\ninformation about the error. There is a predefined set of error detail types\nin the package `google.rpc` that can be used for common error conditions.\n\n# Language mapping\n\nThe `Status` message is the logical representation of the error model, but it\nis not necessarily the actual wire format. When the `Status` message is\nexposed in different client libraries and different wire protocols, it can be\nmapped differently. For example, it will likely be mapped to some exceptions\nin Java, but more likely mapped to some error codes in C.\n\n# Other uses\n\nThe error model and the `Status` message can be used in a variety of\nenvironments, either with or without APIs, to provide a\nconsistent developer experience across different environments.\n\nExample uses of this error model include:\n\n- Partial errors. If a service needs to return partial errors to the client,\n    it may embed the `Status` in the normal response to indicate the partial\n    errors.\n\n- Workflow errors. A typical workflow has multiple steps. Each step may\n    have a `Status` message for error reporting.\n\n- Batch operations. If a client uses batch request and batch response, the\n    `Status` message should be used directly inside batch response, one for\n    each error sub-response.\n\n- Asynchronous operations. If an API call embeds asynchronous operation\n    results in its response, the status of those operations should be\n    represented directly using the `Status` message.\n\n- Logging. If some API errors are stored in logs, the message `Status` could\n    be used directly after any stripping needed for security/privacy reasons.",
+      "description": "The `Status` type defines a logical error model that is suitable for\ndifferent programming environments, including REST APIs and RPC APIs. It is\nused by [gRPC](https://github.com/grpc). Each `Status` message contains\nthree pieces of data: error code, error message, and error details.\n\nYou can find out more about this error model and how to work with it in the\n[API Design Guide](https://cloud.google.com/apis/design/errors).",
       "id": "Status",
       "properties": {
         "code": {
diff --git a/tpu/v1/tpu-gen.go b/tpu/v1/tpu-gen.go
index 7e88f6e..1ab0bb9 100644
--- a/tpu/v1/tpu-gen.go
+++ b/tpu/v1/tpu-gen.go
@@ -546,8 +546,7 @@
 	// Required.
 	CidrBlock string `json:"cidrBlock,omitempty"`
 
-	// CreateTime: Output only.
-	// The time when the node was created.
+	// CreateTime: Output only. The time when the node was created.
 	CreateTime string `json:"createTime,omitempty"`
 
 	// Description: The user-supplied description of the TPU. Maximum of 512
@@ -568,14 +567,13 @@
 	// will resume running once rescheduled.
 	Health string `json:"health,omitempty"`
 
-	// HealthDescription: Output only.
-	// If this field is populated, it contains a description of why the TPU
-	// Node
+	// HealthDescription: Output only. If this field is populated, it
+	// contains a description of why the TPU Node
 	// is unhealthy.
 	HealthDescription string `json:"healthDescription,omitempty"`
 
-	// IpAddress: Output only.
-	// DEPRECATED! Use network_endpoints instead.
+	// IpAddress: Output only. DEPRECATED! Use network_endpoints
+	// instead.
 	// The network address for the TPU Node as visible to Compute
 	// Engine
 	// instances.
@@ -584,8 +582,7 @@
 	// Labels: Resource labels to represent user-provided metadata.
 	Labels map[string]string `json:"labels,omitempty"`
 
-	// Name: Output only.
-	// The immutable name of the TPU
+	// Name: Output only. The immutable name of the TPU
 	Name string `json:"name,omitempty"`
 
 	// Network: The name of a network they wish to peer the TPU node to. It
@@ -602,17 +599,15 @@
 	// to the 0th entry in this map first.
 	NetworkEndpoints []*NetworkEndpoint `json:"networkEndpoints,omitempty"`
 
-	// Port: Output only.
-	// DEPRECATED! Use network_endpoints instead.
+	// Port: Output only. DEPRECATED! Use network_endpoints instead.
 	// The network port for the TPU Node as visible to Compute Engine
 	// instances.
 	Port string `json:"port,omitempty"`
 
 	SchedulingConfig *SchedulingConfig `json:"schedulingConfig,omitempty"`
 
-	// ServiceAccount: Output only.
-	// The service account used to run the tensor flow services within the
-	// node.
+	// ServiceAccount: Output only. The service account used to run the
+	// tensor flow services within the node.
 	// To share resources, including Google Cloud Storage data, with
 	// the
 	// Tensorflow job running in the Node, this account must have
@@ -620,8 +615,7 @@
 	// that data.
 	ServiceAccount string `json:"serviceAccount,omitempty"`
 
-	// State: Output only.
-	// The current state for the TPU Node.
+	// State: Output only. The current state for the TPU Node.
 	//
 	// Possible values:
 	//   "STATE_UNSPECIFIED" - TPU node state is not known/set.
@@ -876,81 +870,14 @@
 // suitable for
 // different programming environments, including REST APIs and RPC APIs.
 // It is
-// used by [gRPC](https://github.com/grpc). The error model is designed
-// to be:
+// used by [gRPC](https://github.com/grpc). Each `Status` message
+// contains
+// three pieces of data: error code, error message, and error
+// details.
 //
-// - Simple to use and understand for most users
-// - Flexible enough to meet unexpected needs
-//
-// # Overview
-//
-// The `Status` message contains three pieces of data: error code,
-// error
-// message, and error details. The error code should be an enum value
-// of
-// google.rpc.Code, but it may accept additional error codes if needed.
-// The
-// error message should be a developer-facing English message that
-// helps
-// developers *understand* and *resolve* the error. If a localized
-// user-facing
-// error message is needed, put the localized message in the error
-// details or
-// localize it in the client. The optional error details may contain
-// arbitrary
-// information about the error. There is a predefined set of error
-// detail types
-// in the package `google.rpc` that can be used for common error
-// conditions.
-//
-// # Language mapping
-//
-// The `Status` message is the logical representation of the error
-// model, but it
-// is not necessarily the actual wire format. When the `Status` message
-// is
-// exposed in different client libraries and different wire protocols,
-// it can be
-// mapped differently. For example, it will likely be mapped to some
-// exceptions
-// in Java, but more likely mapped to some error codes in C.
-//
-// # Other uses
-//
-// The error model and the `Status` message can be used in a variety
-// of
-// environments, either with or without APIs, to provide a
-// consistent developer experience across different
-// environments.
-//
-// Example uses of this error model include:
-//
-// - Partial errors. If a service needs to return partial errors to the
-// client,
-//     it may embed the `Status` in the normal response to indicate the
-// partial
-//     errors.
-//
-// - Workflow errors. A typical workflow has multiple steps. Each step
-// may
-//     have a `Status` message for error reporting.
-//
-// - Batch operations. If a client uses batch request and batch
-// response, the
-//     `Status` message should be used directly inside batch response,
-// one for
-//     each error sub-response.
-//
-// - Asynchronous operations. If an API call embeds asynchronous
-// operation
-//     results in its response, the status of those operations should
-// be
-//     represented directly using the `Status` message.
-//
-// - Logging. If some API errors are stored in logs, the message
-// `Status` could
-//     be used directly after any stripping needed for security/privacy
-// reasons.
+// You can find out more about this error model and how to work with it
+// in the
+// [API Design Guide](https://cloud.google.com/apis/design/errors).
 type Status struct {
 	// Code: The status code, which should be an enum value of
 	// google.rpc.Code.
diff --git a/videointelligence/v1beta2/videointelligence-api.json b/videointelligence/v1beta2/videointelligence-api.json
index 608abe7..a8a3ba3 100644
--- a/videointelligence/v1beta2/videointelligence-api.json
+++ b/videointelligence/v1beta2/videointelligence-api.json
@@ -127,7 +127,7 @@
       }
     }
   },
-  "revision": "20190603",
+  "revision": "20190618",
   "rootUrl": "https://videointelligence.googleapis.com/",
   "schemas": {
     "GoogleCloudVideointelligenceV1_AnnotateVideoProgress": {
@@ -399,7 +399,7 @@
       "id": "GoogleCloudVideointelligenceV1_SpeechRecognitionAlternative",
       "properties": {
         "confidence": {
-          "description": "The confidence estimate between 0.0 and 1.0. A higher number\nindicates an estimated greater likelihood that the recognized words are\ncorrect. This field is typically provided only for the top hypothesis, and\nonly for `is_final=true` results. Clients should not rely on the\n`confidence` field as it is not guaranteed to be accurate or consistent.\nThe default of 0.0 is a sentinel value indicating `confidence` was not set.",
+          "description": "Output only. The confidence estimate between 0.0 and 1.0. A higher number\nindicates an estimated greater likelihood that the recognized words are\ncorrect. This field is set only for the top alternative.\nThis field is not guaranteed to be accurate and users should not rely on it\nto be always provided.\nThe default of 0.0 is a sentinel value indicating `confidence` was not set.",
           "format": "float",
           "type": "number"
         },
@@ -408,7 +408,7 @@
           "type": "string"
         },
         "words": {
-          "description": "A list of word-specific information for each recognized word.",
+          "description": "Output only. A list of word-specific information for each recognized word.\nNote: When `enable_speaker_diarization` is true, you will see all the words\nfrom the beginning of the audio.",
           "items": {
             "$ref": "GoogleCloudVideointelligenceV1_WordInfo"
           },
@@ -575,7 +575,7 @@
           "type": "array"
         },
         "segmentLabelAnnotations": {
-          "description": "Label annotations on video level or user specified segment level.\nThere is exactly one element for each unique label.",
+          "description": "Topical label annotations on video level or user specified segment level.\nThere is exactly one element for each unique label.",
           "items": {
             "$ref": "GoogleCloudVideointelligenceV1_LabelAnnotation"
           },
@@ -589,7 +589,7 @@
           "type": "array"
         },
         "shotLabelAnnotations": {
-          "description": "Label annotations on shot level.\nThere is exactly one element for each unique label.",
+          "description": "Topical label annotations on shot level.\nThere is exactly one element for each unique label.",
           "items": {
             "$ref": "GoogleCloudVideointelligenceV1_LabelAnnotation"
           },
@@ -1070,7 +1070,7 @@
       "id": "GoogleCloudVideointelligenceV1beta2_SpeechRecognitionAlternative",
       "properties": {
         "confidence": {
-          "description": "The confidence estimate between 0.0 and 1.0. A higher number\nindicates an estimated greater likelihood that the recognized words are\ncorrect. This field is typically provided only for the top hypothesis, and\nonly for `is_final=true` results. Clients should not rely on the\n`confidence` field as it is not guaranteed to be accurate or consistent.\nThe default of 0.0 is a sentinel value indicating `confidence` was not set.",
+          "description": "Output only. The confidence estimate between 0.0 and 1.0. A higher number\nindicates an estimated greater likelihood that the recognized words are\ncorrect. This field is set only for the top alternative.\nThis field is not guaranteed to be accurate and users should not rely on it\nto be always provided.\nThe default of 0.0 is a sentinel value indicating `confidence` was not set.",
           "format": "float",
           "type": "number"
         },
@@ -1079,7 +1079,7 @@
           "type": "string"
         },
         "words": {
-          "description": "A list of word-specific information for each recognized word.",
+          "description": "Output only. A list of word-specific information for each recognized word.\nNote: When `enable_speaker_diarization` is true, you will see all the words\nfrom the beginning of the audio.",
           "items": {
             "$ref": "GoogleCloudVideointelligenceV1beta2_WordInfo"
           },
@@ -1316,7 +1316,7 @@
           "type": "array"
         },
         "segmentLabelAnnotations": {
-          "description": "Label annotations on video level or user specified segment level.\nThere is exactly one element for each unique label.",
+          "description": "Topical label annotations on video level or user specified segment level.\nThere is exactly one element for each unique label.",
           "items": {
             "$ref": "GoogleCloudVideointelligenceV1beta2_LabelAnnotation"
           },
@@ -1330,7 +1330,7 @@
           "type": "array"
         },
         "shotLabelAnnotations": {
-          "description": "Label annotations on shot level.\nThere is exactly one element for each unique label.",
+          "description": "Topical label annotations on shot level.\nThere is exactly one element for each unique label.",
           "items": {
             "$ref": "GoogleCloudVideointelligenceV1beta2_LabelAnnotation"
           },
@@ -1708,7 +1708,7 @@
       "id": "GoogleCloudVideointelligenceV1p1beta1_SpeechRecognitionAlternative",
       "properties": {
         "confidence": {
-          "description": "The confidence estimate between 0.0 and 1.0. A higher number\nindicates an estimated greater likelihood that the recognized words are\ncorrect. This field is typically provided only for the top hypothesis, and\nonly for `is_final=true` results. Clients should not rely on the\n`confidence` field as it is not guaranteed to be accurate or consistent.\nThe default of 0.0 is a sentinel value indicating `confidence` was not set.",
+          "description": "Output only. The confidence estimate between 0.0 and 1.0. A higher number\nindicates an estimated greater likelihood that the recognized words are\ncorrect. This field is set only for the top alternative.\nThis field is not guaranteed to be accurate and users should not rely on it\nto be always provided.\nThe default of 0.0 is a sentinel value indicating `confidence` was not set.",
           "format": "float",
           "type": "number"
         },
@@ -1717,7 +1717,7 @@
           "type": "string"
         },
         "words": {
-          "description": "A list of word-specific information for each recognized word.",
+          "description": "Output only. A list of word-specific information for each recognized word.\nNote: When `enable_speaker_diarization` is true, you will see all the words\nfrom the beginning of the audio.",
           "items": {
             "$ref": "GoogleCloudVideointelligenceV1p1beta1_WordInfo"
           },
@@ -1884,7 +1884,7 @@
           "type": "array"
         },
         "segmentLabelAnnotations": {
-          "description": "Label annotations on video level or user specified segment level.\nThere is exactly one element for each unique label.",
+          "description": "Topical label annotations on video level or user specified segment level.\nThere is exactly one element for each unique label.",
           "items": {
             "$ref": "GoogleCloudVideointelligenceV1p1beta1_LabelAnnotation"
           },
@@ -1898,7 +1898,7 @@
           "type": "array"
         },
         "shotLabelAnnotations": {
-          "description": "Label annotations on shot level.\nThere is exactly one element for each unique label.",
+          "description": "Topical label annotations on shot level.\nThere is exactly one element for each unique label.",
           "items": {
             "$ref": "GoogleCloudVideointelligenceV1p1beta1_LabelAnnotation"
           },
@@ -2238,7 +2238,7 @@
       "id": "GoogleCloudVideointelligenceV1p2beta1_SpeechRecognitionAlternative",
       "properties": {
         "confidence": {
-          "description": "The confidence estimate between 0.0 and 1.0. A higher number\nindicates an estimated greater likelihood that the recognized words are\ncorrect. This field is typically provided only for the top hypothesis, and\nonly for `is_final=true` results. Clients should not rely on the\n`confidence` field as it is not guaranteed to be accurate or consistent.\nThe default of 0.0 is a sentinel value indicating `confidence` was not set.",
+          "description": "Output only. The confidence estimate between 0.0 and 1.0. A higher number\nindicates an estimated greater likelihood that the recognized words are\ncorrect. This field is set only for the top alternative.\nThis field is not guaranteed to be accurate and users should not rely on it\nto be always provided.\nThe default of 0.0 is a sentinel value indicating `confidence` was not set.",
           "format": "float",
           "type": "number"
         },
@@ -2247,7 +2247,7 @@
           "type": "string"
         },
         "words": {
-          "description": "A list of word-specific information for each recognized word.",
+          "description": "Output only. A list of word-specific information for each recognized word.\nNote: When `enable_speaker_diarization` is true, you will see all the words\nfrom the beginning of the audio.",
           "items": {
             "$ref": "GoogleCloudVideointelligenceV1p2beta1_WordInfo"
           },
@@ -2414,7 +2414,7 @@
           "type": "array"
         },
         "segmentLabelAnnotations": {
-          "description": "Label annotations on video level or user specified segment level.\nThere is exactly one element for each unique label.",
+          "description": "Topical label annotations on video level or user specified segment level.\nThere is exactly one element for each unique label.",
           "items": {
             "$ref": "GoogleCloudVideointelligenceV1p2beta1_LabelAnnotation"
           },
@@ -2428,7 +2428,7 @@
           "type": "array"
         },
         "shotLabelAnnotations": {
-          "description": "Label annotations on shot level.\nThere is exactly one element for each unique label.",
+          "description": "Topical label annotations on shot level.\nThere is exactly one element for each unique label.",
           "items": {
             "$ref": "GoogleCloudVideointelligenceV1p2beta1_LabelAnnotation"
           },
@@ -2813,7 +2813,7 @@
       "id": "GoogleCloudVideointelligenceV1p3beta1_SpeechRecognitionAlternative",
       "properties": {
         "confidence": {
-          "description": "The confidence estimate between 0.0 and 1.0. A higher number\nindicates an estimated greater likelihood that the recognized words are\ncorrect. This field is typically provided only for the top hypothesis, and\nonly for `is_final=true` results. Clients should not rely on the\n`confidence` field as it is not guaranteed to be accurate or consistent.\nThe default of 0.0 is a sentinel value indicating `confidence` was not set.",
+          "description": "Output only. The confidence estimate between 0.0 and 1.0. A higher number\nindicates an estimated greater likelihood that the recognized words are\ncorrect. This field is set only for the top alternative.\nThis field is not guaranteed to be accurate and users should not rely on it\nto be always provided.\nThe default of 0.0 is a sentinel value indicating `confidence` was not set.",
           "format": "float",
           "type": "number"
         },
@@ -2822,7 +2822,7 @@
           "type": "string"
         },
         "words": {
-          "description": "A list of word-specific information for each recognized word.",
+          "description": "Output only. A list of word-specific information for each recognized word.\nNote: When `enable_speaker_diarization` is true, you will see all the words\nfrom the beginning of the audio.",
           "items": {
             "$ref": "GoogleCloudVideointelligenceV1p3beta1_WordInfo"
           },
@@ -3102,7 +3102,7 @@
           "type": "array"
         },
         "segmentLabelAnnotations": {
-          "description": "Label annotations on video level or user specified segment level.\nThere is exactly one element for each unique label.",
+          "description": "Topical label annotations on video level or user specified segment level.\nThere is exactly one element for each unique label.",
           "items": {
             "$ref": "GoogleCloudVideointelligenceV1p3beta1_LabelAnnotation"
           },
@@ -3116,7 +3116,7 @@
           "type": "array"
         },
         "shotLabelAnnotations": {
-          "description": "Label annotations on shot level.\nThere is exactly one element for each unique label.",
+          "description": "Topical label annotations on shot level.\nThere is exactly one element for each unique label.",
           "items": {
             "$ref": "GoogleCloudVideointelligenceV1p3beta1_LabelAnnotation"
           },
diff --git a/videointelligence/v1beta2/videointelligence-gen.go b/videointelligence/v1beta2/videointelligence-gen.go
index 2a0a7a7..f590e63 100644
--- a/videointelligence/v1beta2/videointelligence-gen.go
+++ b/videointelligence/v1beta2/videointelligence-gen.go
@@ -731,16 +731,14 @@
 // GoogleCloudVideointelligenceV1SpeechRecognitionAlternative:
 // Alternative hypotheses (a.k.a. n-best list).
 type GoogleCloudVideointelligenceV1SpeechRecognitionAlternative struct {
-	// Confidence: The confidence estimate between 0.0 and 1.0. A higher
-	// number
+	// Confidence: Output only. The confidence estimate between 0.0 and 1.0.
+	// A higher number
 	// indicates an estimated greater likelihood that the recognized words
 	// are
-	// correct. This field is typically provided only for the top
-	// hypothesis, and
-	// only for `is_final=true` results. Clients should not rely on
-	// the
-	// `confidence` field as it is not guaranteed to be accurate or
-	// consistent.
+	// correct. This field is set only for the top alternative.
+	// This field is not guaranteed to be accurate and users should not rely
+	// on it
+	// to be always provided.
 	// The default of 0.0 is a sentinel value indicating `confidence` was
 	// not set.
 	Confidence float64 `json:"confidence,omitempty"`
@@ -749,7 +747,11 @@
 	// spoke.
 	Transcript string `json:"transcript,omitempty"`
 
-	// Words: A list of word-specific information for each recognized word.
+	// Words: Output only. A list of word-specific information for each
+	// recognized word.
+	// Note: When `enable_speaker_diarization` is true, you will see all the
+	// words
+	// from the beginning of the audio.
 	Words []*GoogleCloudVideointelligenceV1WordInfo `json:"words,omitempty"`
 
 	// ForceSendFields is a list of field names (e.g. "Confidence") to
@@ -1041,8 +1043,8 @@
 	// tracked in video.
 	ObjectAnnotations []*GoogleCloudVideointelligenceV1ObjectTrackingAnnotation `json:"objectAnnotations,omitempty"`
 
-	// SegmentLabelAnnotations: Label annotations on video level or user
-	// specified segment level.
+	// SegmentLabelAnnotations: Topical label annotations on video level or
+	// user specified segment level.
 	// There is exactly one element for each unique label.
 	SegmentLabelAnnotations []*GoogleCloudVideointelligenceV1LabelAnnotation `json:"segmentLabelAnnotations,omitempty"`
 
@@ -1050,7 +1052,7 @@
 	// video segment.
 	ShotAnnotations []*GoogleCloudVideointelligenceV1VideoSegment `json:"shotAnnotations,omitempty"`
 
-	// ShotLabelAnnotations: Label annotations on shot level.
+	// ShotLabelAnnotations: Topical label annotations on shot level.
 	// There is exactly one element for each unique label.
 	ShotLabelAnnotations []*GoogleCloudVideointelligenceV1LabelAnnotation `json:"shotLabelAnnotations,omitempty"`
 
@@ -2115,16 +2117,14 @@
 // GoogleCloudVideointelligenceV1beta2SpeechRecognitionAlternative:
 // Alternative hypotheses (a.k.a. n-best list).
 type GoogleCloudVideointelligenceV1beta2SpeechRecognitionAlternative struct {
-	// Confidence: The confidence estimate between 0.0 and 1.0. A higher
-	// number
+	// Confidence: Output only. The confidence estimate between 0.0 and 1.0.
+	// A higher number
 	// indicates an estimated greater likelihood that the recognized words
 	// are
-	// correct. This field is typically provided only for the top
-	// hypothesis, and
-	// only for `is_final=true` results. Clients should not rely on
-	// the
-	// `confidence` field as it is not guaranteed to be accurate or
-	// consistent.
+	// correct. This field is set only for the top alternative.
+	// This field is not guaranteed to be accurate and users should not rely
+	// on it
+	// to be always provided.
 	// The default of 0.0 is a sentinel value indicating `confidence` was
 	// not set.
 	Confidence float64 `json:"confidence,omitempty"`
@@ -2133,7 +2133,11 @@
 	// spoke.
 	Transcript string `json:"transcript,omitempty"`
 
-	// Words: A list of word-specific information for each recognized word.
+	// Words: Output only. A list of word-specific information for each
+	// recognized word.
+	// Note: When `enable_speaker_diarization` is true, you will see all the
+	// words
+	// from the beginning of the audio.
 	Words []*GoogleCloudVideointelligenceV1beta2WordInfo `json:"words,omitempty"`
 
 	// ForceSendFields is a list of field names (e.g. "Confidence") to
@@ -2572,8 +2576,8 @@
 	// tracked in video.
 	ObjectAnnotations []*GoogleCloudVideointelligenceV1beta2ObjectTrackingAnnotation `json:"objectAnnotations,omitempty"`
 
-	// SegmentLabelAnnotations: Label annotations on video level or user
-	// specified segment level.
+	// SegmentLabelAnnotations: Topical label annotations on video level or
+	// user specified segment level.
 	// There is exactly one element for each unique label.
 	SegmentLabelAnnotations []*GoogleCloudVideointelligenceV1beta2LabelAnnotation `json:"segmentLabelAnnotations,omitempty"`
 
@@ -2581,7 +2585,7 @@
 	// video segment.
 	ShotAnnotations []*GoogleCloudVideointelligenceV1beta2VideoSegment `json:"shotAnnotations,omitempty"`
 
-	// ShotLabelAnnotations: Label annotations on shot level.
+	// ShotLabelAnnotations: Topical label annotations on shot level.
 	// There is exactly one element for each unique label.
 	ShotLabelAnnotations []*GoogleCloudVideointelligenceV1beta2LabelAnnotation `json:"shotLabelAnnotations,omitempty"`
 
@@ -3384,16 +3388,14 @@
 // GoogleCloudVideointelligenceV1p1beta1SpeechRecognitionAlternative:
 // Alternative hypotheses (a.k.a. n-best list).
 type GoogleCloudVideointelligenceV1p1beta1SpeechRecognitionAlternative struct {
-	// Confidence: The confidence estimate between 0.0 and 1.0. A higher
-	// number
+	// Confidence: Output only. The confidence estimate between 0.0 and 1.0.
+	// A higher number
 	// indicates an estimated greater likelihood that the recognized words
 	// are
-	// correct. This field is typically provided only for the top
-	// hypothesis, and
-	// only for `is_final=true` results. Clients should not rely on
-	// the
-	// `confidence` field as it is not guaranteed to be accurate or
-	// consistent.
+	// correct. This field is set only for the top alternative.
+	// This field is not guaranteed to be accurate and users should not rely
+	// on it
+	// to be always provided.
 	// The default of 0.0 is a sentinel value indicating `confidence` was
 	// not set.
 	Confidence float64 `json:"confidence,omitempty"`
@@ -3402,7 +3404,11 @@
 	// spoke.
 	Transcript string `json:"transcript,omitempty"`
 
-	// Words: A list of word-specific information for each recognized word.
+	// Words: Output only. A list of word-specific information for each
+	// recognized word.
+	// Note: When `enable_speaker_diarization` is true, you will see all the
+	// words
+	// from the beginning of the audio.
 	Words []*GoogleCloudVideointelligenceV1p1beta1WordInfo `json:"words,omitempty"`
 
 	// ForceSendFields is a list of field names (e.g. "Confidence") to
@@ -3695,8 +3701,8 @@
 	// tracked in video.
 	ObjectAnnotations []*GoogleCloudVideointelligenceV1p1beta1ObjectTrackingAnnotation `json:"objectAnnotations,omitempty"`
 
-	// SegmentLabelAnnotations: Label annotations on video level or user
-	// specified segment level.
+	// SegmentLabelAnnotations: Topical label annotations on video level or
+	// user specified segment level.
 	// There is exactly one element for each unique label.
 	SegmentLabelAnnotations []*GoogleCloudVideointelligenceV1p1beta1LabelAnnotation `json:"segmentLabelAnnotations,omitempty"`
 
@@ -3704,7 +3710,7 @@
 	// video segment.
 	ShotAnnotations []*GoogleCloudVideointelligenceV1p1beta1VideoSegment `json:"shotAnnotations,omitempty"`
 
-	// ShotLabelAnnotations: Label annotations on shot level.
+	// ShotLabelAnnotations: Topical label annotations on shot level.
 	// There is exactly one element for each unique label.
 	ShotLabelAnnotations []*GoogleCloudVideointelligenceV1p1beta1LabelAnnotation `json:"shotLabelAnnotations,omitempty"`
 
@@ -4453,16 +4459,14 @@
 // GoogleCloudVideointelligenceV1p2beta1SpeechRecognitionAlternative:
 // Alternative hypotheses (a.k.a. n-best list).
 type GoogleCloudVideointelligenceV1p2beta1SpeechRecognitionAlternative struct {
-	// Confidence: The confidence estimate between 0.0 and 1.0. A higher
-	// number
+	// Confidence: Output only. The confidence estimate between 0.0 and 1.0.
+	// A higher number
 	// indicates an estimated greater likelihood that the recognized words
 	// are
-	// correct. This field is typically provided only for the top
-	// hypothesis, and
-	// only for `is_final=true` results. Clients should not rely on
-	// the
-	// `confidence` field as it is not guaranteed to be accurate or
-	// consistent.
+	// correct. This field is set only for the top alternative.
+	// This field is not guaranteed to be accurate and users should not rely
+	// on it
+	// to be always provided.
 	// The default of 0.0 is a sentinel value indicating `confidence` was
 	// not set.
 	Confidence float64 `json:"confidence,omitempty"`
@@ -4471,7 +4475,11 @@
 	// spoke.
 	Transcript string `json:"transcript,omitempty"`
 
-	// Words: A list of word-specific information for each recognized word.
+	// Words: Output only. A list of word-specific information for each
+	// recognized word.
+	// Note: When `enable_speaker_diarization` is true, you will see all the
+	// words
+	// from the beginning of the audio.
 	Words []*GoogleCloudVideointelligenceV1p2beta1WordInfo `json:"words,omitempty"`
 
 	// ForceSendFields is a list of field names (e.g. "Confidence") to
@@ -4764,8 +4772,8 @@
 	// tracked in video.
 	ObjectAnnotations []*GoogleCloudVideointelligenceV1p2beta1ObjectTrackingAnnotation `json:"objectAnnotations,omitempty"`
 
-	// SegmentLabelAnnotations: Label annotations on video level or user
-	// specified segment level.
+	// SegmentLabelAnnotations: Topical label annotations on video level or
+	// user specified segment level.
 	// There is exactly one element for each unique label.
 	SegmentLabelAnnotations []*GoogleCloudVideointelligenceV1p2beta1LabelAnnotation `json:"segmentLabelAnnotations,omitempty"`
 
@@ -4773,7 +4781,7 @@
 	// video segment.
 	ShotAnnotations []*GoogleCloudVideointelligenceV1p2beta1VideoSegment `json:"shotAnnotations,omitempty"`
 
-	// ShotLabelAnnotations: Label annotations on shot level.
+	// ShotLabelAnnotations: Topical label annotations on shot level.
 	// There is exactly one element for each unique label.
 	ShotLabelAnnotations []*GoogleCloudVideointelligenceV1p2beta1LabelAnnotation `json:"shotLabelAnnotations,omitempty"`
 
@@ -5618,16 +5626,14 @@
 // GoogleCloudVideointelligenceV1p3beta1SpeechRecognitionAlternative:
 // Alternative hypotheses (a.k.a. n-best list).
 type GoogleCloudVideointelligenceV1p3beta1SpeechRecognitionAlternative struct {
-	// Confidence: The confidence estimate between 0.0 and 1.0. A higher
-	// number
+	// Confidence: Output only. The confidence estimate between 0.0 and 1.0.
+	// A higher number
 	// indicates an estimated greater likelihood that the recognized words
 	// are
-	// correct. This field is typically provided only for the top
-	// hypothesis, and
-	// only for `is_final=true` results. Clients should not rely on
-	// the
-	// `confidence` field as it is not guaranteed to be accurate or
-	// consistent.
+	// correct. This field is set only for the top alternative.
+	// This field is not guaranteed to be accurate and users should not rely
+	// on it
+	// to be always provided.
 	// The default of 0.0 is a sentinel value indicating `confidence` was
 	// not set.
 	Confidence float64 `json:"confidence,omitempty"`
@@ -5636,7 +5642,11 @@
 	// spoke.
 	Transcript string `json:"transcript,omitempty"`
 
-	// Words: A list of word-specific information for each recognized word.
+	// Words: Output only. A list of word-specific information for each
+	// recognized word.
+	// Note: When `enable_speaker_diarization` is true, you will see all the
+	// words
+	// from the beginning of the audio.
 	Words []*GoogleCloudVideointelligenceV1p3beta1WordInfo `json:"words,omitempty"`
 
 	// ForceSendFields is a list of field names (e.g. "Confidence") to
@@ -6121,8 +6131,8 @@
 	// tracked in video.
 	ObjectAnnotations []*GoogleCloudVideointelligenceV1p3beta1ObjectTrackingAnnotation `json:"objectAnnotations,omitempty"`
 
-	// SegmentLabelAnnotations: Label annotations on video level or user
-	// specified segment level.
+	// SegmentLabelAnnotations: Topical label annotations on video level or
+	// user specified segment level.
 	// There is exactly one element for each unique label.
 	SegmentLabelAnnotations []*GoogleCloudVideointelligenceV1p3beta1LabelAnnotation `json:"segmentLabelAnnotations,omitempty"`
 
@@ -6130,7 +6140,7 @@
 	// video segment.
 	ShotAnnotations []*GoogleCloudVideointelligenceV1p3beta1VideoSegment `json:"shotAnnotations,omitempty"`
 
-	// ShotLabelAnnotations: Label annotations on shot level.
+	// ShotLabelAnnotations: Topical label annotations on shot level.
 	// There is exactly one element for each unique label.
 	ShotLabelAnnotations []*GoogleCloudVideointelligenceV1p3beta1LabelAnnotation `json:"shotLabelAnnotations,omitempty"`
 
diff --git a/videointelligence/v1p3beta1/videointelligence-api.json b/videointelligence/v1p3beta1/videointelligence-api.json
index 17e99d3..4ade99f 100644
--- a/videointelligence/v1p3beta1/videointelligence-api.json
+++ b/videointelligence/v1p3beta1/videointelligence-api.json
@@ -127,7 +127,7 @@
       }
     }
   },
-  "revision": "20190603",
+  "revision": "20190618",
   "rootUrl": "https://videointelligence.googleapis.com/",
   "schemas": {
     "GoogleCloudVideointelligenceV1_AnnotateVideoProgress": {
@@ -399,7 +399,7 @@
       "id": "GoogleCloudVideointelligenceV1_SpeechRecognitionAlternative",
       "properties": {
         "confidence": {
-          "description": "The confidence estimate between 0.0 and 1.0. A higher number\nindicates an estimated greater likelihood that the recognized words are\ncorrect. This field is typically provided only for the top hypothesis, and\nonly for `is_final=true` results. Clients should not rely on the\n`confidence` field as it is not guaranteed to be accurate or consistent.\nThe default of 0.0 is a sentinel value indicating `confidence` was not set.",
+          "description": "Output only. The confidence estimate between 0.0 and 1.0. A higher number\nindicates an estimated greater likelihood that the recognized words are\ncorrect. This field is set only for the top alternative.\nThis field is not guaranteed to be accurate and users should not rely on it\nto be always provided.\nThe default of 0.0 is a sentinel value indicating `confidence` was not set.",
           "format": "float",
           "type": "number"
         },
@@ -408,7 +408,7 @@
           "type": "string"
         },
         "words": {
-          "description": "A list of word-specific information for each recognized word.",
+          "description": "Output only. A list of word-specific information for each recognized word.\nNote: When `enable_speaker_diarization` is true, you will see all the words\nfrom the beginning of the audio.",
           "items": {
             "$ref": "GoogleCloudVideointelligenceV1_WordInfo"
           },
@@ -575,7 +575,7 @@
           "type": "array"
         },
         "segmentLabelAnnotations": {
-          "description": "Label annotations on video level or user specified segment level.\nThere is exactly one element for each unique label.",
+          "description": "Topical label annotations on video level or user specified segment level.\nThere is exactly one element for each unique label.",
           "items": {
             "$ref": "GoogleCloudVideointelligenceV1_LabelAnnotation"
           },
@@ -589,7 +589,7 @@
           "type": "array"
         },
         "shotLabelAnnotations": {
-          "description": "Label annotations on shot level.\nThere is exactly one element for each unique label.",
+          "description": "Topical label annotations on shot level.\nThere is exactly one element for each unique label.",
           "items": {
             "$ref": "GoogleCloudVideointelligenceV1_LabelAnnotation"
           },
@@ -929,7 +929,7 @@
       "id": "GoogleCloudVideointelligenceV1beta2_SpeechRecognitionAlternative",
       "properties": {
         "confidence": {
-          "description": "The confidence estimate between 0.0 and 1.0. A higher number\nindicates an estimated greater likelihood that the recognized words are\ncorrect. This field is typically provided only for the top hypothesis, and\nonly for `is_final=true` results. Clients should not rely on the\n`confidence` field as it is not guaranteed to be accurate or consistent.\nThe default of 0.0 is a sentinel value indicating `confidence` was not set.",
+          "description": "Output only. The confidence estimate between 0.0 and 1.0. A higher number\nindicates an estimated greater likelihood that the recognized words are\ncorrect. This field is set only for the top alternative.\nThis field is not guaranteed to be accurate and users should not rely on it\nto be always provided.\nThe default of 0.0 is a sentinel value indicating `confidence` was not set.",
           "format": "float",
           "type": "number"
         },
@@ -938,7 +938,7 @@
           "type": "string"
         },
         "words": {
-          "description": "A list of word-specific information for each recognized word.",
+          "description": "Output only. A list of word-specific information for each recognized word.\nNote: When `enable_speaker_diarization` is true, you will see all the words\nfrom the beginning of the audio.",
           "items": {
             "$ref": "GoogleCloudVideointelligenceV1beta2_WordInfo"
           },
@@ -1105,7 +1105,7 @@
           "type": "array"
         },
         "segmentLabelAnnotations": {
-          "description": "Label annotations on video level or user specified segment level.\nThere is exactly one element for each unique label.",
+          "description": "Topical label annotations on video level or user specified segment level.\nThere is exactly one element for each unique label.",
           "items": {
             "$ref": "GoogleCloudVideointelligenceV1beta2_LabelAnnotation"
           },
@@ -1119,7 +1119,7 @@
           "type": "array"
         },
         "shotLabelAnnotations": {
-          "description": "Label annotations on shot level.\nThere is exactly one element for each unique label.",
+          "description": "Topical label annotations on shot level.\nThere is exactly one element for each unique label.",
           "items": {
             "$ref": "GoogleCloudVideointelligenceV1beta2_LabelAnnotation"
           },
@@ -1459,7 +1459,7 @@
       "id": "GoogleCloudVideointelligenceV1p1beta1_SpeechRecognitionAlternative",
       "properties": {
         "confidence": {
-          "description": "The confidence estimate between 0.0 and 1.0. A higher number\nindicates an estimated greater likelihood that the recognized words are\ncorrect. This field is typically provided only for the top hypothesis, and\nonly for `is_final=true` results. Clients should not rely on the\n`confidence` field as it is not guaranteed to be accurate or consistent.\nThe default of 0.0 is a sentinel value indicating `confidence` was not set.",
+          "description": "Output only. The confidence estimate between 0.0 and 1.0. A higher number\nindicates an estimated greater likelihood that the recognized words are\ncorrect. This field is set only for the top alternative.\nThis field is not guaranteed to be accurate and users should not rely on it\nto be always provided.\nThe default of 0.0 is a sentinel value indicating `confidence` was not set.",
           "format": "float",
           "type": "number"
         },
@@ -1468,7 +1468,7 @@
           "type": "string"
         },
         "words": {
-          "description": "A list of word-specific information for each recognized word.",
+          "description": "Output only. A list of word-specific information for each recognized word.\nNote: When `enable_speaker_diarization` is true, you will see all the words\nfrom the beginning of the audio.",
           "items": {
             "$ref": "GoogleCloudVideointelligenceV1p1beta1_WordInfo"
           },
@@ -1635,7 +1635,7 @@
           "type": "array"
         },
         "segmentLabelAnnotations": {
-          "description": "Label annotations on video level or user specified segment level.\nThere is exactly one element for each unique label.",
+          "description": "Topical label annotations on video level or user specified segment level.\nThere is exactly one element for each unique label.",
           "items": {
             "$ref": "GoogleCloudVideointelligenceV1p1beta1_LabelAnnotation"
           },
@@ -1649,7 +1649,7 @@
           "type": "array"
         },
         "shotLabelAnnotations": {
-          "description": "Label annotations on shot level.\nThere is exactly one element for each unique label.",
+          "description": "Topical label annotations on shot level.\nThere is exactly one element for each unique label.",
           "items": {
             "$ref": "GoogleCloudVideointelligenceV1p1beta1_LabelAnnotation"
           },
@@ -1989,7 +1989,7 @@
       "id": "GoogleCloudVideointelligenceV1p2beta1_SpeechRecognitionAlternative",
       "properties": {
         "confidence": {
-          "description": "The confidence estimate between 0.0 and 1.0. A higher number\nindicates an estimated greater likelihood that the recognized words are\ncorrect. This field is typically provided only for the top hypothesis, and\nonly for `is_final=true` results. Clients should not rely on the\n`confidence` field as it is not guaranteed to be accurate or consistent.\nThe default of 0.0 is a sentinel value indicating `confidence` was not set.",
+          "description": "Output only. The confidence estimate between 0.0 and 1.0. A higher number\nindicates an estimated greater likelihood that the recognized words are\ncorrect. This field is set only for the top alternative.\nThis field is not guaranteed to be accurate and users should not rely on it\nto be always provided.\nThe default of 0.0 is a sentinel value indicating `confidence` was not set.",
           "format": "float",
           "type": "number"
         },
@@ -1998,7 +1998,7 @@
           "type": "string"
         },
         "words": {
-          "description": "A list of word-specific information for each recognized word.",
+          "description": "Output only. A list of word-specific information for each recognized word.\nNote: When `enable_speaker_diarization` is true, you will see all the words\nfrom the beginning of the audio.",
           "items": {
             "$ref": "GoogleCloudVideointelligenceV1p2beta1_WordInfo"
           },
@@ -2165,7 +2165,7 @@
           "type": "array"
         },
         "segmentLabelAnnotations": {
-          "description": "Label annotations on video level or user specified segment level.\nThere is exactly one element for each unique label.",
+          "description": "Topical label annotations on video level or user specified segment level.\nThere is exactly one element for each unique label.",
           "items": {
             "$ref": "GoogleCloudVideointelligenceV1p2beta1_LabelAnnotation"
           },
@@ -2179,7 +2179,7 @@
           "type": "array"
         },
         "shotLabelAnnotations": {
-          "description": "Label annotations on shot level.\nThere is exactly one element for each unique label.",
+          "description": "Topical label annotations on shot level.\nThere is exactly one element for each unique label.",
           "items": {
             "$ref": "GoogleCloudVideointelligenceV1p2beta1_LabelAnnotation"
           },
@@ -2707,7 +2707,7 @@
       "id": "GoogleCloudVideointelligenceV1p3beta1_SpeechRecognitionAlternative",
       "properties": {
         "confidence": {
-          "description": "The confidence estimate between 0.0 and 1.0. A higher number\nindicates an estimated greater likelihood that the recognized words are\ncorrect. This field is typically provided only for the top hypothesis, and\nonly for `is_final=true` results. Clients should not rely on the\n`confidence` field as it is not guaranteed to be accurate or consistent.\nThe default of 0.0 is a sentinel value indicating `confidence` was not set.",
+          "description": "Output only. The confidence estimate between 0.0 and 1.0. A higher number\nindicates an estimated greater likelihood that the recognized words are\ncorrect. This field is set only for the top alternative.\nThis field is not guaranteed to be accurate and users should not rely on it\nto be always provided.\nThe default of 0.0 is a sentinel value indicating `confidence` was not set.",
           "format": "float",
           "type": "number"
         },
@@ -2716,7 +2716,7 @@
           "type": "string"
         },
         "words": {
-          "description": "A list of word-specific information for each recognized word.",
+          "description": "Output only. A list of word-specific information for each recognized word.\nNote: When `enable_speaker_diarization` is true, you will see all the words\nfrom the beginning of the audio.",
           "items": {
             "$ref": "GoogleCloudVideointelligenceV1p3beta1_WordInfo"
           },
@@ -3066,7 +3066,7 @@
           "type": "array"
         },
         "segmentLabelAnnotations": {
-          "description": "Label annotations on video level or user specified segment level.\nThere is exactly one element for each unique label.",
+          "description": "Topical label annotations on video level or user specified segment level.\nThere is exactly one element for each unique label.",
           "items": {
             "$ref": "GoogleCloudVideointelligenceV1p3beta1_LabelAnnotation"
           },
@@ -3080,7 +3080,7 @@
           "type": "array"
         },
         "shotLabelAnnotations": {
-          "description": "Label annotations on shot level.\nThere is exactly one element for each unique label.",
+          "description": "Topical label annotations on shot level.\nThere is exactly one element for each unique label.",
           "items": {
             "$ref": "GoogleCloudVideointelligenceV1p3beta1_LabelAnnotation"
           },
diff --git a/videointelligence/v1p3beta1/videointelligence-gen.go b/videointelligence/v1p3beta1/videointelligence-gen.go
index abc6540..54e9ed1 100644
--- a/videointelligence/v1p3beta1/videointelligence-gen.go
+++ b/videointelligence/v1p3beta1/videointelligence-gen.go
@@ -731,16 +731,14 @@
 // GoogleCloudVideointelligenceV1SpeechRecognitionAlternative:
 // Alternative hypotheses (a.k.a. n-best list).
 type GoogleCloudVideointelligenceV1SpeechRecognitionAlternative struct {
-	// Confidence: The confidence estimate between 0.0 and 1.0. A higher
-	// number
+	// Confidence: Output only. The confidence estimate between 0.0 and 1.0.
+	// A higher number
 	// indicates an estimated greater likelihood that the recognized words
 	// are
-	// correct. This field is typically provided only for the top
-	// hypothesis, and
-	// only for `is_final=true` results. Clients should not rely on
-	// the
-	// `confidence` field as it is not guaranteed to be accurate or
-	// consistent.
+	// correct. This field is set only for the top alternative.
+	// This field is not guaranteed to be accurate and users should not rely
+	// on it
+	// to be always provided.
 	// The default of 0.0 is a sentinel value indicating `confidence` was
 	// not set.
 	Confidence float64 `json:"confidence,omitempty"`
@@ -749,7 +747,11 @@
 	// spoke.
 	Transcript string `json:"transcript,omitempty"`
 
-	// Words: A list of word-specific information for each recognized word.
+	// Words: Output only. A list of word-specific information for each
+	// recognized word.
+	// Note: When `enable_speaker_diarization` is true, you will see all the
+	// words
+	// from the beginning of the audio.
 	Words []*GoogleCloudVideointelligenceV1WordInfo `json:"words,omitempty"`
 
 	// ForceSendFields is a list of field names (e.g. "Confidence") to
@@ -1041,8 +1043,8 @@
 	// tracked in video.
 	ObjectAnnotations []*GoogleCloudVideointelligenceV1ObjectTrackingAnnotation `json:"objectAnnotations,omitempty"`
 
-	// SegmentLabelAnnotations: Label annotations on video level or user
-	// specified segment level.
+	// SegmentLabelAnnotations: Topical label annotations on video level or
+	// user specified segment level.
 	// There is exactly one element for each unique label.
 	SegmentLabelAnnotations []*GoogleCloudVideointelligenceV1LabelAnnotation `json:"segmentLabelAnnotations,omitempty"`
 
@@ -1050,7 +1052,7 @@
 	// video segment.
 	ShotAnnotations []*GoogleCloudVideointelligenceV1VideoSegment `json:"shotAnnotations,omitempty"`
 
-	// ShotLabelAnnotations: Label annotations on shot level.
+	// ShotLabelAnnotations: Topical label annotations on shot level.
 	// There is exactly one element for each unique label.
 	ShotLabelAnnotations []*GoogleCloudVideointelligenceV1LabelAnnotation `json:"shotLabelAnnotations,omitempty"`
 
@@ -1798,16 +1800,14 @@
 // GoogleCloudVideointelligenceV1beta2SpeechRecognitionAlternative:
 // Alternative hypotheses (a.k.a. n-best list).
 type GoogleCloudVideointelligenceV1beta2SpeechRecognitionAlternative struct {
-	// Confidence: The confidence estimate between 0.0 and 1.0. A higher
-	// number
+	// Confidence: Output only. The confidence estimate between 0.0 and 1.0.
+	// A higher number
 	// indicates an estimated greater likelihood that the recognized words
 	// are
-	// correct. This field is typically provided only for the top
-	// hypothesis, and
-	// only for `is_final=true` results. Clients should not rely on
-	// the
-	// `confidence` field as it is not guaranteed to be accurate or
-	// consistent.
+	// correct. This field is set only for the top alternative.
+	// This field is not guaranteed to be accurate and users should not rely
+	// on it
+	// to be always provided.
 	// The default of 0.0 is a sentinel value indicating `confidence` was
 	// not set.
 	Confidence float64 `json:"confidence,omitempty"`
@@ -1816,7 +1816,11 @@
 	// spoke.
 	Transcript string `json:"transcript,omitempty"`
 
-	// Words: A list of word-specific information for each recognized word.
+	// Words: Output only. A list of word-specific information for each
+	// recognized word.
+	// Note: When `enable_speaker_diarization` is true, you will see all the
+	// words
+	// from the beginning of the audio.
 	Words []*GoogleCloudVideointelligenceV1beta2WordInfo `json:"words,omitempty"`
 
 	// ForceSendFields is a list of field names (e.g. "Confidence") to
@@ -2109,8 +2113,8 @@
 	// tracked in video.
 	ObjectAnnotations []*GoogleCloudVideointelligenceV1beta2ObjectTrackingAnnotation `json:"objectAnnotations,omitempty"`
 
-	// SegmentLabelAnnotations: Label annotations on video level or user
-	// specified segment level.
+	// SegmentLabelAnnotations: Topical label annotations on video level or
+	// user specified segment level.
 	// There is exactly one element for each unique label.
 	SegmentLabelAnnotations []*GoogleCloudVideointelligenceV1beta2LabelAnnotation `json:"segmentLabelAnnotations,omitempty"`
 
@@ -2118,7 +2122,7 @@
 	// video segment.
 	ShotAnnotations []*GoogleCloudVideointelligenceV1beta2VideoSegment `json:"shotAnnotations,omitempty"`
 
-	// ShotLabelAnnotations: Label annotations on shot level.
+	// ShotLabelAnnotations: Topical label annotations on shot level.
 	// There is exactly one element for each unique label.
 	ShotLabelAnnotations []*GoogleCloudVideointelligenceV1beta2LabelAnnotation `json:"shotLabelAnnotations,omitempty"`
 
@@ -2867,16 +2871,14 @@
 // GoogleCloudVideointelligenceV1p1beta1SpeechRecognitionAlternative:
 // Alternative hypotheses (a.k.a. n-best list).
 type GoogleCloudVideointelligenceV1p1beta1SpeechRecognitionAlternative struct {
-	// Confidence: The confidence estimate between 0.0 and 1.0. A higher
-	// number
+	// Confidence: Output only. The confidence estimate between 0.0 and 1.0.
+	// A higher number
 	// indicates an estimated greater likelihood that the recognized words
 	// are
-	// correct. This field is typically provided only for the top
-	// hypothesis, and
-	// only for `is_final=true` results. Clients should not rely on
-	// the
-	// `confidence` field as it is not guaranteed to be accurate or
-	// consistent.
+	// correct. This field is set only for the top alternative.
+	// This field is not guaranteed to be accurate and users should not rely
+	// on it
+	// to be always provided.
 	// The default of 0.0 is a sentinel value indicating `confidence` was
 	// not set.
 	Confidence float64 `json:"confidence,omitempty"`
@@ -2885,7 +2887,11 @@
 	// spoke.
 	Transcript string `json:"transcript,omitempty"`
 
-	// Words: A list of word-specific information for each recognized word.
+	// Words: Output only. A list of word-specific information for each
+	// recognized word.
+	// Note: When `enable_speaker_diarization` is true, you will see all the
+	// words
+	// from the beginning of the audio.
 	Words []*GoogleCloudVideointelligenceV1p1beta1WordInfo `json:"words,omitempty"`
 
 	// ForceSendFields is a list of field names (e.g. "Confidence") to
@@ -3178,8 +3184,8 @@
 	// tracked in video.
 	ObjectAnnotations []*GoogleCloudVideointelligenceV1p1beta1ObjectTrackingAnnotation `json:"objectAnnotations,omitempty"`
 
-	// SegmentLabelAnnotations: Label annotations on video level or user
-	// specified segment level.
+	// SegmentLabelAnnotations: Topical label annotations on video level or
+	// user specified segment level.
 	// There is exactly one element for each unique label.
 	SegmentLabelAnnotations []*GoogleCloudVideointelligenceV1p1beta1LabelAnnotation `json:"segmentLabelAnnotations,omitempty"`
 
@@ -3187,7 +3193,7 @@
 	// video segment.
 	ShotAnnotations []*GoogleCloudVideointelligenceV1p1beta1VideoSegment `json:"shotAnnotations,omitempty"`
 
-	// ShotLabelAnnotations: Label annotations on shot level.
+	// ShotLabelAnnotations: Topical label annotations on shot level.
 	// There is exactly one element for each unique label.
 	ShotLabelAnnotations []*GoogleCloudVideointelligenceV1p1beta1LabelAnnotation `json:"shotLabelAnnotations,omitempty"`
 
@@ -3936,16 +3942,14 @@
 // GoogleCloudVideointelligenceV1p2beta1SpeechRecognitionAlternative:
 // Alternative hypotheses (a.k.a. n-best list).
 type GoogleCloudVideointelligenceV1p2beta1SpeechRecognitionAlternative struct {
-	// Confidence: The confidence estimate between 0.0 and 1.0. A higher
-	// number
+	// Confidence: Output only. The confidence estimate between 0.0 and 1.0.
+	// A higher number
 	// indicates an estimated greater likelihood that the recognized words
 	// are
-	// correct. This field is typically provided only for the top
-	// hypothesis, and
-	// only for `is_final=true` results. Clients should not rely on
-	// the
-	// `confidence` field as it is not guaranteed to be accurate or
-	// consistent.
+	// correct. This field is set only for the top alternative.
+	// This field is not guaranteed to be accurate and users should not rely
+	// on it
+	// to be always provided.
 	// The default of 0.0 is a sentinel value indicating `confidence` was
 	// not set.
 	Confidence float64 `json:"confidence,omitempty"`
@@ -3954,7 +3958,11 @@
 	// spoke.
 	Transcript string `json:"transcript,omitempty"`
 
-	// Words: A list of word-specific information for each recognized word.
+	// Words: Output only. A list of word-specific information for each
+	// recognized word.
+	// Note: When `enable_speaker_diarization` is true, you will see all the
+	// words
+	// from the beginning of the audio.
 	Words []*GoogleCloudVideointelligenceV1p2beta1WordInfo `json:"words,omitempty"`
 
 	// ForceSendFields is a list of field names (e.g. "Confidence") to
@@ -4247,8 +4255,8 @@
 	// tracked in video.
 	ObjectAnnotations []*GoogleCloudVideointelligenceV1p2beta1ObjectTrackingAnnotation `json:"objectAnnotations,omitempty"`
 
-	// SegmentLabelAnnotations: Label annotations on video level or user
-	// specified segment level.
+	// SegmentLabelAnnotations: Topical label annotations on video level or
+	// user specified segment level.
 	// There is exactly one element for each unique label.
 	SegmentLabelAnnotations []*GoogleCloudVideointelligenceV1p2beta1LabelAnnotation `json:"segmentLabelAnnotations,omitempty"`
 
@@ -4256,7 +4264,7 @@
 	// video segment.
 	ShotAnnotations []*GoogleCloudVideointelligenceV1p2beta1VideoSegment `json:"shotAnnotations,omitempty"`
 
-	// ShotLabelAnnotations: Label annotations on shot level.
+	// ShotLabelAnnotations: Topical label annotations on shot level.
 	// There is exactly one element for each unique label.
 	ShotLabelAnnotations []*GoogleCloudVideointelligenceV1p2beta1LabelAnnotation `json:"shotLabelAnnotations,omitempty"`
 
@@ -5419,16 +5427,14 @@
 // GoogleCloudVideointelligenceV1p3beta1SpeechRecognitionAlternative:
 // Alternative hypotheses (a.k.a. n-best list).
 type GoogleCloudVideointelligenceV1p3beta1SpeechRecognitionAlternative struct {
-	// Confidence: The confidence estimate between 0.0 and 1.0. A higher
-	// number
+	// Confidence: Output only. The confidence estimate between 0.0 and 1.0.
+	// A higher number
 	// indicates an estimated greater likelihood that the recognized words
 	// are
-	// correct. This field is typically provided only for the top
-	// hypothesis, and
-	// only for `is_final=true` results. Clients should not rely on
-	// the
-	// `confidence` field as it is not guaranteed to be accurate or
-	// consistent.
+	// correct. This field is set only for the top alternative.
+	// This field is not guaranteed to be accurate and users should not rely
+	// on it
+	// to be always provided.
 	// The default of 0.0 is a sentinel value indicating `confidence` was
 	// not set.
 	Confidence float64 `json:"confidence,omitempty"`
@@ -5437,7 +5443,11 @@
 	// spoke.
 	Transcript string `json:"transcript,omitempty"`
 
-	// Words: A list of word-specific information for each recognized word.
+	// Words: Output only. A list of word-specific information for each
+	// recognized word.
+	// Note: When `enable_speaker_diarization` is true, you will see all the
+	// words
+	// from the beginning of the audio.
 	Words []*GoogleCloudVideointelligenceV1p3beta1WordInfo `json:"words,omitempty"`
 
 	// ForceSendFields is a list of field names (e.g. "Confidence") to
@@ -6068,8 +6078,8 @@
 	// tracked in video.
 	ObjectAnnotations []*GoogleCloudVideointelligenceV1p3beta1ObjectTrackingAnnotation `json:"objectAnnotations,omitempty"`
 
-	// SegmentLabelAnnotations: Label annotations on video level or user
-	// specified segment level.
+	// SegmentLabelAnnotations: Topical label annotations on video level or
+	// user specified segment level.
 	// There is exactly one element for each unique label.
 	SegmentLabelAnnotations []*GoogleCloudVideointelligenceV1p3beta1LabelAnnotation `json:"segmentLabelAnnotations,omitempty"`
 
@@ -6077,7 +6087,7 @@
 	// video segment.
 	ShotAnnotations []*GoogleCloudVideointelligenceV1p3beta1VideoSegment `json:"shotAnnotations,omitempty"`
 
-	// ShotLabelAnnotations: Label annotations on shot level.
+	// ShotLabelAnnotations: Topical label annotations on shot level.
 	// There is exactly one element for each unique label.
 	ShotLabelAnnotations []*GoogleCloudVideointelligenceV1p3beta1LabelAnnotation `json:"shotLabelAnnotations,omitempty"`