Stackdriver monitoring apis

Stackdriver monitoring apis. Is it possible to automate the creation of custom metrics in Stackdriver Monitoring? ANS: – Yes, you can automate creating custom metrics using the Stackdriver Monitoring API. Whether you want to ingest third-party application metrics, or your own custom metrics, your Prometheus instrumentation and configuration works within Stackdriver Kubernetes Monitoring with no modification. To achieve that, we’ll need to: add the Google Cloud Monitoring library; from google. Sep 12, 2018 · At Google, we believe strongly in an open cloud. Depending on how you have your access scope settings when you created the instance, you may not have the proper stackdriver api permissions. Execution of synthetic monitors. Jan 13, 2017 · Stackdriver users who want to drill deeper into their monitoring data can use Cloud Datalab, an easy-to-use tool for large-scale data exploration, analysis and visualization. So, for example, all of your Cloud Storage buckets and objects, along with user permissions for accessing them, reside in a project. Read the Stackdriver Monitoring Product documentation to learn more about the product and see How-to Guides. Cloud Monitoring API. Since I would like to see the amount of incoming Jun 8, 2022 · 2. 2 days ago · If you have permission to use restricted metric types, you can retrieve the metric descriptors by using the metricDescriptors. If your framework isn't supported or you need custom events, you can use the Stackdriver Logging API to send events directly to Stackdriver. dashboards which provides a familiar set of methods: create, delete, get, list and patch. The project on which to execute the request. May 2, 2018 · Works with open source Stackdriver Kubernetes Monitoring integrates seamlessly with the leading Kubernetes open-source monitoring solution, Prometheus. 9. Existing Grafana dashboards continue to work when switching from local Prometheus to Managed Service for Prometheus, and you can continue using PromQL found in popular open-source repositories and on Our client libraries follow the Node. Click the Enable APIs and Aug 3, 2018 · These SLI metrics can be used in Stackdriver Monitoring dashboards, along with other relevant metrics for your applications, to help speed up your operations teams and their root-case analysis. When using Custom Metrics - Stackdriver Adapter either directly via Custom Metrics API or by specifying a custom metric in HPA, replace "/" character with "|". The Stackdriver Monitoring v3 API includes more than 900 Monitoring metrics that span both Google Cloud Platform and AWS. Cloud Monitoring ingests that data and generates insights with dashboards, charts, and alerts. – Subhro Commented Jan 30, 2018 at 12:53 The Stackdriver API is a robust solution from Google Cloud that provides comprehensive monitoring, logging, and diagnostics for applications running on cloud or on-premises environments. Sep 28, 2018 · The Stackdriver Monitoring APIs are available via REST API and gRPC. Oct 7, 2020 · While Cloud Functions and Stackdriver tools are serverless platforms that don't incur costs when not in use, be a good cloud citizen and delete your Cloud Function. Stackdriver Monitoring is based on collectd, an open source software that collects system performance metrics. For more information, see List metric descriptors. Jun 14, 2016 · On successful creation, take a look at the APIs that have been enabled for your project. Stackdriver Trace includes a large monthly quota of free trace submissions. Select your existing project or create a new project. Monitoring tools like Stackdriver Kubernetes Monitoring, OpenCensus, and Stackdriver APM are designed to help you get visibility into your workloads wherever they Mar 28, 2018 · To get started with Stackdriver APM, simply link the appropriate instrumentation library for each tool to your app and start gathering telemetry for analysis. Price for Cloud Monitoring; Monitoring Data-$0. Dec 26, 2019 · BigQuery traffic chart. The same REST APIs can be used in Google Cloud Deployment Manager or even the gcloud command line. I was able to install, start, stop, remove and install another version of the agent. stackdriver monitoring api in a dataflow project. Step 2: Create a Monitoring Workspace Feb 17, 2018 · API Explorer “monitoring” The result shows all the services and versions that match. Note: If your usage of any of these SKUs is 0, they don't appear in the Group By > SKU pull-down menu. There are also internal limits on other Monitoring API endpoints; these endpoints aren't Aug 19, 2021 · Source can be tracked this way 'APIs & Services' -> Library Search for 'Strackdriver Monitoring Api' and click Click 'Manage' on the next screen Click 'Metrics' from the left-hand side menu In the 'Select Graphs' dropdown, select "Traffic by Credential" and click 'OK' 2 days ago · use Google\Api\LabelDescriptor; use Google\Api\MetricDescriptor; use Google\Cloud\Monitoring\V3\Client\MetricServiceClient; use Google\Cloud\Monitoring\V3\CreateMetricDescriptorRequest; /** * Create a new metric in Stackdriver Monitoring. 0610/MiB for range above 250,000 MiB. Stackdriver Debugger is currently free, as is the beta of Stackdriver Profiler. The Cloud Monitoring API allows you to programmatically manage and retrieve monitoring data from GCP. A comprehensive list of changes in each version may be found in the CHANGELOG. Dataflow integration with Monitoring lets you access Dataflow job metrics such as job status, element counts, system lag (for streaming jobs), and user counters from the Monitoring dashboards. It troubleshoots issues with our integrated Logging 6 days ago · This document describes how to manage services and service-level objectives (SLOs) by using the Cloud Monitoring API. To determine whether the Monitoring API is enabled or to enable the API, use either the Google Cloud console or the Google Cloud CLI. Cloud Computing Services | Google Cloud Mar 5, 2019 · This post is part 6 in the Stackdriver Automation series. Monitoring also lets you track specific metrics about your Windows VMs and receive an alert when they cross a predefined threshold. Sampled every 300 seconds. The Monitoring API has quota limits for the rates of time-series ingestion requests and time-series queries. Search for “Monitoring API” and enable it. Head over to part 2for 6 days ago · Cloud Monitoring API (gRPC) Project names in the Monitoring API. 01 per 1000 API calls that are read. This document will discuss the latter feature and provide a distributed tracing demo that can service as a basis for your own applications. You can incorporate logs and metrics from your cloud platforms, systems, 6 days ago · Enable the Monitoring API. If monitoring needs expand beyond native cloud services (i. In this post, I will walk through the steps that you can use to automate the management of Stackdriver Monitoring Uptime Checks with… Oct 5, 2019 · Stackdriver Monitoring Monitoring collects metrics, events, and metadata from Google Cloud Platform, Amazon Web Services (AWS) , hosted uptime probes, application instrumentation, and a variety of common application components including Cassandra, Nginx, Apache Web Server, Elasticsearch, and many others. The policies trigger as expected and I receive the configured notifications (notifications are configured manually via console UI). Feb 18, 2020 · A simple approach to building a dashboard configuration is to first create a dashboard in the Stackdriver Cloud Monitoring console, then use the dashboards API projects. Apr 7, 2016 · What’s new with Google Cloud. Stackdriver was upgraded in 2020 with new features and rebranded as part of the Google Cloud operations suite of tools. . I changed the Group filter to Product and I saw that Stackdriver Logging was actually the product making up the Jul 25, 2019 · If that’s right, I would like to suggest you to implement the stackdriver monitoring agent on your VM instance, including the Stackdriver API output plugin. 2580/MiB for range of 150 to 100,000 MiB; $0. With the Cloud Monitoring API, you can fetch data from Stackdriver Monitoring, create custom metrics, set up 6 days ago · Managed Service for Prometheus supports any query UI that can call the Prometheus query API, including Grafana and the Cloud Monitoring UI. In this case, only “Stackdriver Monitoring” but two versions: v1 and v3. Monitoring : Use collected metrics to monitor health and performance, identify trends and issues, and notify for changes in behavior. google-cloud-platform prometheus Jan 14, 2020 · Fetching Stackdriver Monitoring TimeSeries data for a pod running on a k8s cluster on GKE using the REST API. Stackdriver the company was created in 2012 by founders Dan Belcher and Izzy Azeri. 1510 MiB for range of 100,000 to 250,000 MiB; $0. All of the GCP metrics are free and the first 150MiB, as per the billing account, is free! Monitoring API Calls-$0. By default, stackdriver will pull the cpu and some other basic stats via the GCE apis, but in order for the agent to work you need to make sure the stackdriver monitoring api has full or write access. 3 rd party applications and virtual machine metrics) the API allows you to extend your monitoring capabilities. list method in the Monitoring API. Now, For authentication options and configuration details, see the Google authentication documentation. Dec 21, 2016 · Monitoring agent Automated logging of warnings and errors from your apps are just the beginning. Service Monitoring adds the following resources to the Monitoring API: services; services. For example, imagine you want to know when a Windows VM's memory usage exceeds 80%. 6 days ago · APIs Explorer is a widget attached to the REST API reference page for a method. The following screenshot shows the panel as it appears for a method with only one parameter, name: The APIs Explorer is an excellent way to try out methods in the Cloud Monitoring API without having to write any code. Stackdriver Monitoring Node. security/detected_request_count_by_rule BETA Apigee API Security detected request count by rule Stackdriver Monitoring API: collects metrics, events, and metadata from Google Cloud, Amazon Web Services (AWS), hosted uptime probes, and application instrumentation. Admins can use this API and metrics in three ways: Stackdriver Monitoring クラウドで実行されるアプリケーションのパフォーマンスや稼働時間、全体的な動作状況を視覚的に確認が可能。 収集したデータを取り込んでダッシューボード、グラフ、アラートで表示する。 Select or create a Cloud Platform project. Information in the labels field identifies the actual resource and its attributes according to Mar 5, 2019 · In this post, I will walk through the steps that you can use to automate the management of Stackdriver Monitoring Alerting Policies with Terraform. Instead, we recommend that you use the Ops Agent for new Google Cloud workloads and eventually transition your existing Compute Engine VMs to use the Ops Agent. com ドメインで動作します）。 ここでは、Google Cloud Monitoring の概要がわかるように、そのコンセプトと主要な機能をスクリーンショットを交え掲載し Aug 16, 2018 · Next, I wanted to see the mix of costs between the Logging and Monitoring products. google. These resources can include compute engine, app engine, dataflow, dataproc, as well as their SaaS offerings, such as BigQuery. It appears as a panel with the title Try this API. While this agent is still supported on Linux, we recommend against using it for new Google Cloud workloads. However, you will need to create these scripts with Terraform in order to complete these tasks. 9-gke. 6 days ago · Cloud Monitoring collects metrics, events, and metadata from Google Cloud, Amazon Web Services (AWS), synthetic monitors, and application instrumentation. ; Enable the Stackdriver Monitoring API. Stackdriver’s monitoring, logging and APM tools make it easy to navigate between data sources to view performance details and find the root causes of any issues. Jan 30, 2018 · I have enabled "Stackdriver Monitoring API" from the API->Libraries and it shows up in API->Dashboard along with Spanner API. 15. You can also select just one or some of these SKUs if you don't want to group your usage data. Using the BindPlane service, you can also collect this data from over 150 common application components, on-premise systems, and hybrid As such, you can automatize these compartment creations using Terraform and the available APIs that are available with Stackdriver Monitoring (Cloud Monitoring). js, we recommend that you update as soon as possible to an actively supported LTS version. ; Set up authentication with a service account so you can access the API from your local workstation. Using the BindPlane service, you can also collect this data from over 150 common application components, on-premise systems, and hybrid cloud systems. About the list. Sep 24, 2019 · Open stackdriver monitoring API by clicking Navigation Menu -> Stackdriver -> Monitoring Once you are there on the left side you will click on "Resources" -> Metric explorer. cloud import monitoring Enable necessary Google Cloud Platform APIs. The API also supports viewing entries and managing logging for your project. Execution of uptime checks. js. 26 i don't see any logs in stackdriver (nei. Ingestion requests are calls that write time-series data, and queries are calls that retrieve time-series data. js release schedule. Cloud Monitoring provides visibility into the performance, uptime, and overall health of your applications. dashboards. Open the Google Cloud Console. Oct 6, 2020 · Google Operations suite, formerly Stackdriver, is a central repository that receives logs, metrics, and application traces from Google Cloud resources. Jun 9, 2016 · Additionally, there are packages available for many web frameworks to integrate Stackdriver Logging with your application. To use the method, or use a console feature that relies on the method, you must have the permission to use the corresponding method. Dec 26, 2019 · The Stackdriver Monitoring API provides a resource called projects. 6 days ago · Python Client for Stackdriver Monitoring. Libraries are compatible with all current active and maintenance versions of Node. If you are using an end-of-life version of Node. Stack Overflow for Teams Where developers & technologists share private knowledge with coworkers; Advertising & Talent Reach devs & technologists worldwide about your product, service or employer brand Apr 6, 2018 · #1) Stackdriver Logging/Monitoring 간단 테스트. It can collect metrics, events, and metadata from Google Cloud, Amazon Web Services, hosted uptime probes, application instrumentation, Metrics data can be used to generate insights via dashboards, charts, and alerts. In general, Cloud Monitoring system metrics are free, and metrics from external systems, agents, or applications are not. Apr 4, 2018 · we can take that input and call the Stackdriver Monitoring API to create a custom metric. Navigate to the “ APIs & Services ” > “ Dashboard ” and click on on the “ + ENABLE APIS AND SERVICES ” button. We’re continually working to bring you tools for understanding how your applications are performing, whether they run in different projects, organizations, clouds, or even on prem. Using the client libraries or making direct API calls, you can programmatically create metric descriptors and define the metric type, value type, and associated labels. Based on Jupyter (formerly IPython), Cloud Datalab allows you access to a thriving ecosystem, including Google BigQuery and Google Cloud Storage, plus many statistics and 6 days ago · The list of monitored-resource types in Monitoring is not the same as the list of monitored-resource types in Logging. Using Stackdriver to monitor Google Cloud Platform (GCP) or Amazon Web Services The type field identifies a MonitoredResourceDescriptor object that describes the resource's schema. In general, each REST method in an API has an associated permission. Read the Client Library Documentation for Stackdriver Monitoring to see other available methods on the client. Stackdriver Monitoring metrics for BigQuery are categorized into bigquery_project, bigquery_dataset and query metrics. It is used to build client libraries, IDE plugins, and other tools that interact with Google Jul 30, 2018 · Stackdriver Service Monitoring gives you a whole new way to view your application architecture, reason about its customer-facing behaviors, and get to the root of any problems that arise. It takes advantage of infrastructure software enhancements that Google has championed in the open source-world, and leverages the hard-won knowledge of our May 21, 2018 · Figure: Adding a Stackdriver Chart for the Custom Metric. Time series returned by the query of an alerting policy condition. In the Metric element, expand the Select a metric menu, enter Generic Node in the filter bar, and then use the submenus to select a specific resource type and metric: Cloud Monitoring API read calls that exceed the free monthly API allotment. 6 days ago · About Monitoring API quotas. Cloud Computing Services | Google Cloud Dec 3, 2018 · Use this type of process whenever you need to create an effective chart to visualize your monitoring data. Note that the ‘global’ resource is no longer needed in the Stackdriver Monitoring v3 API, as prompted in the dialog box above. What's next? Here's some follow-up reading: Stackdriver Monitoring log-based metrics Stackdriver Monitoring collects metrics, events, and metadata from Google Cloud, Amazon Web Services (AWS), hosted uptime probes, and application instrumentation. stackdriver. In order to store custom monitoring metrics, set up a Stackdriver Monitoring Workspace. Aug 29, 2024 · Content classification with Cloud Natural Language API; Crop Hints with Cloud AutoML Vision API; Document text OCR with Cloud AutoML Vision API; Face detection with Cloud AutoML Vision API; Web detection with Cloud AutoML Vision API; Label detection with Cloud Video Intelligence API; Shot change detection with Cloud Video Intelligence API 6 days ago · To use Monitoring, you must have the appropriate Identity and Access Management (IAM) permissions. This parameter typically has a description like the following: Required. e. Alerting policy conditions measured by number of active conditions per month. Jun 15, 2018 · Using the Stackdriver v3 monitoring api, I can create monitoring groups, uptime checks, to include uptime checks based on the created monitoring groups, alerting policies, and uptime check alerting policies. Aug 26, 2024 · If your application needs to use your own libraries to call this service, use the following information when you make the API requests. Discovery document A Discovery Document is a machine-readable specification for describing and consuming REST APIs. Whether it’s alerting policy functionality, using the webhook messaging or other checks you could define in Stackdriver, all can be forwarded to a third-party Nov 5, 2021 · G-genの杉村です。Cloud Monitoring (旧称 Stackdriver) を使えば、 Google Cloud (旧称 GCP) のリソースモニタリング等を行うことができます。何ができるサービスなのか、基本を見ていきましょう。 Cloud Monitoring Cloud Monitoring の概要 Cloud Monitoring とは Cloud Monitoring の料金 リソースモニタリング Google Cloud の指標 Jan 2, 2024 · Step 1: Enable Monitoring API. Then, you can share that configuration as a template either via source control or however you normally share files with Sep 16, 2020 · Let's start with some the history events:. On resource type: GCE VM Instance / Metrics: "Memory usage" and/or "Memory utilization". This list is regenerated frequently and time-stamped. proxy: Apigee API proxy. Oct 6, 2020 · Try going over the "Installing the Cloud Monitoring agent on a single VM" documentation which I've went through. Stackdriver metrics have a form of pahths separated by "/" character, but Custom Metrics API forbids using "/" character. Observe the specific Apr 8, 2016 · Applications can easily send custom metrics through the Stackdriver API. After sampling, data is not visible for up to 120 seconds. Pricing. This requires either an external IP address or a NAT Gateway. Khan Academy uses Stackdriver Monitoring dashboards to quickly identify issues within its online learning platform. Send feedback Except as otherwise noted, the content of this page is licensed under the Creative Commons Attribution 4. The format is: projects/[PROJECT_ID_OR_NUMBER] In the Monitoring API, the value of PROJECT 6 days ago · If you use the search bar to find this page, then select the result whose subheading is Monitoring. Jun 21, 2018 · Google Stackdriver lets you track your cloud-powered applications with monitoring, logging and diagnostics. Jul 16, 2018 · A project consists of a set of users; a set of APIs; and billing, authentication, and monitoring settings for those APIs. serviceLevelObjectives; This document refers to these additions collectively as the SLO API and illustrates the primary uses. Select API Manager from the main menu and go to the Enabled APIs tab as shown below. But when i created new cluster with version 1. Open the Monitoring and Cloud Resource Manager API pages: Monitoring API; Cloud Resource Manager API; On each page, click the Enable button. 有効にすると Stackdriver で動く Google Cloud Monitoring のコンソールに移動します（現時点では、app. It can be used to track the performance and health of your infrastructure, quickly identify and troubleshoot issues, and gain deep insights through powerful 6 days ago · This is a legacy agent. It uses Stackdriver alerts to notify on-call engineers when issues occur. You can create the Workspace inside the same project as the Cloud Functions, though you could also use a Oct 20, 2016 · Uber uses Stackdriver Monitoring to monitor Google Compute Engine, Cloud VPN and other aspects of GCP. 0 License , and code samples are licensed under the Apache 2. To create an Amazon EC2 instance, see Amazon EC2 Getting Started Guide. The company's goal was to provide consistent monitoring across cloud computing's multiple service layers, using a single SaaS solution. You can use this API to create custom monitoring solutions and integrate monitoring into your existing workflows. Discovery document. Google Cloud Platform (GCP) provides the Stackdriver suite of products to handle logging, monitoring, and distributed tracing. Aug 21, 2024 · Stackdriver Monitoring API client for Node. Google Stackdriver was a monitoring service that provided IT teams with performance data about applications and virtual machines (VMs) running on the Google Cloud Platform and Amazon Web Services public cloud. Sep 12, 2019 · Stackdriver Monitoring Stackdriver Monitoring collects metrics, events, and metadata from GCP and generates insights via dashboards, charts, and alerts. ; Enable billing for your project. All of the methods in the Monitoring API have a required name parameter. The following APIs need to be enabled first in a project of google: Monitoring API Jun 21, 2018 · Remember that Stackdriver can do far more than Uptime Checks, including log monitoring over source code monitoring, debugging and tracing user interactions with your application. You need not Aug 21, 2024 · To learn more about API resources for the Monitoring API, such as metrics, monitored resources, monitored-resource groups, and alerting policies, see API Resources. For example, using the Monitoring API, you could download your time series and then store it in BigQuery for efficient analysis. 0 Feb 28, 2020 · Stackdriver Cloud Monitoring Dashboards API でのダッシュボードの手動作成は、多数の反復が必要な手間のかかる作業になる場合があります。 ダッシュボードの作成後は、組織内の複数のワークスペースでそのダッシュボードを使用して時間を節約できます。 Dec 1, 2018 · I checked and Stackdriver API and Stackdriver monitoring API are enabled, I must be missing something but I just can't put my finger on it, any help would be appreciated. Apr 7, 2020 · I'm using GKE for more than year and i never had any problems with stackdriver logging/monitoring. These methods follow the REST semantics Dec 2, 2019 · Metric Volume and Monitoring API Requests (Stackdriver Monitoring usage) Your usage data, filtered by the SKUs you selected, will appear. Jul 18, 2024 · If your application needs to use your own libraries to call this service, use the following information when you make the API requests. Using this API, you can download your monitoring data for external storage and analysis. View this README to see the full list of Cloud APIs that we cover. Stackdriver Monitoring: collects metrics, events, and metadata from Google Cloud, Amazon Web Services (AWS), hosted uptime probes, and application instrumentation. Mar 23, 2016 · Within Stackdriver, you can configure uptime checks that monitor the availability of your application endpoints. And stay tuned: next in the series, we’ll discuss tips and tricks on creating a workspace in Stackdriver and how to exclude/include AWS resources, as well as explore different chart types and groups and effective grouping and filtering. This agent gathers system and 3rd party application metrics and pushes the information to a monitoring system like Stackdriver. If you see, next to Stackdriver Monitoring API, an older name for the Cloud Monitoring API, that you have Write Only or Full permission, then you have adequate credentials. Sep 28, 2018 · Google Stackdriver always had basic alerting features but, recently, it added a programmatic interface to manage and automate alert policies. Monitoring API write calls don't count towards the allotment limit. Total number of Google Stackdriver Monitoring API calls made: project_id: stackdriver_monitoring_scrapes_total: Total number of Google Stackdriver Monitoring metrics scrapes: project_id: stackdriver_monitoring_scrape_errors_total: Total number of Google Stackdriver Monitoring metrics scrape errors: project_id: stackdriver_monitoring_last_scrape Mar 27, 2019 · Stackdriver Monitoring API; Kubernetes Engine API; Stackdriver Trace API; PubSub API; The following command line tools must be installed on the deployment host (cloud shell can be used and or any 6 days ago · For the Monitoring agent to function correctly, the Amazon EC2 instance it runs on must be able to communicate with Google Cloud APIs, particularly the Monitoring API. Before you can request data from Google Cloud Monitoring, you must first enable necessary APIs on the Google end. Though not as mature as Amazon CloudWatch, Stackdriver Monitoring offers core capabilities required for monitoring VMs, GCP resources. SLI Alerting Metrics. Apr 3, 2018 · Stackdriver Monitoring と Stackdriver Logging の料金体系が見直され、より柔軟なものへと変更されることになりました。 現在はプレミアム階層のユーザーのみに提供されている高度な機能が、新しい料金のもとでは Stackdriver の全ユーザーに提供されます。 Stackdriver Kubernetes Monitoring is a new Stackdriver feature that more tightly integrates with GKE to better show you key stats about your cluster and the workloads and services running in it. Included in the new feature is functionality to import, as native Stackdriver metrics, metrics from pods with Prometheus endpoints. Aug 29, 2024 · Number of API requests detected by Apigee Advanced API Security abuse detection, since the last sample. By Google Cloud Content & Editorial • 8-minute read 6 days ago · In the VM instance details page, look under the Cloud API access scopes heading: If you see "Allow full access to all Cloud APIs," then you have adequate credentials. Simply select hello-monitor in Overview under Cloud Functions and click Delete. 우선 가장 기본적으로 GCE 에 nginx 를 하나 설치한 후에 기본적으로 GCP 에서 제공하는 Stackdriver logging 과 Aug 29, 2017 · Monitoring: For monitoring, Stackdriver gathers GCP,AWS, and custom metrics using the Stackdriver Monitoring API. The fields listed for each resource type are defined in the MonitoredResourceDescriptor object type in the Monitoring API. 6 days ago · Cloud Monitoring provides powerful logging and diagnostics. Apr 22, 2019 · Monitoring provides a time series list API method, which returns collected time series data. Feb 7, 2019 · Google Stackdriver is a cloud-based managed services platform designed to give you visibility into app and infrastructure services. Mar 10, 2020 · Golangで StackDriver Monitoring APIから値を取得することができました。 フィルタの指定方法や、値の取得など、ドキュメントに詳しく載っておらず苦労したので Jun 19, 2023 · 3. js Client Aug 21, 2024 · Cloud Monitoring, Cloud Logging, and Cloud Trace are among the services enabled by default when you create a Google Cloud project. get method to export the JSON configuration. 2. A Discovery Document is a machine-readable specification for describing and consuming REST APIs. ocftit yowfjzo rmvb phjlu kxjqrh suvqrm sfur ypaoa xgkd qfsk