Datadog metrics api tutorial for beginners. Dec 15, 2014 · Introducing Availability Monitoring.

Get to know the inside working of Kronos workforce with detailed examples with this Kronos tutorial. Take a graph snapshot. Complete Datadog monitoring tool's features explained from Scratch to In-depth Advance level. Cloud Computing. Metric. Setup. StartActive (). This allows you to track specific metrics for many containers in aggregate. Become confident finding your way around Datadog features you'll use everyday. Instructor-led product enablement from our Datadog experts. Dec 12, 2019 · With the integration, you can now monitor all of your Azure DevOps workflows in one place, and analyze them to gain new insights into the effectiveness of your developer operations. Visualize your data. Using tags, you can easily create a graph for a metric drawn from all containers running a given image. These topics are covered in the new Datadog Foundation course. This syntax allows for both integer values and arithmetic using multiple metrics. api is a Python client library for Datadog’s HTTP API. Overview. Tutorial – Setup Zabbix Email Alerts & Escalations. If your default allotment is exceeded, you are billed according to Datadog’s billing policy for custom metrics. Slack Channel. comdatadoghq. Nov 12, 2020 · Metrics to watch. An Indexed Span is an individual request against an individual service in your stack. DatadogSDK: Datadog SDK. Navigate to the Query Samples view within Database Monitoring by selecting the Samples tab. Switch the API endpoint. Be it web APIs that connect web applications to other Datadog 101: Developer. Manage host tags. In the second unit, you will explore APIs and gain hands-on experience working with them. LambdaFn: Your Lambda function. Learn the Datadog features and capabilities that are most fundamental to application developers, such as APM, synthetic API and browser testing, and RUM. To get started with Datadog Database Monitoring, configure your database and install the Datadog Agent. Datadog automatically collects many of the key metrics discussed in Part 1 of this series, and makes them available in a template dashboard, as seen above. Add your Datadog API key. In Datadog, you define the metrics shown in dashboards and graphs based on one or many tags. 0+ Producing Delta Temporality Metrics Metrics without Limits™ provides you with the ability to configure tags on all metric types in-app. And then we'll make use Datadog also supports the ability to graph your metrics, logs, traces, and other data sources with various arithmetic operations. Next, let's create a Spring boot application step by step and build few REST APIs. You can also perform advanced filtering with Boolean or Wildcard tag value filters. Quickly get started, build and troubleshoot Datadog. 0 called Availability Monitoring. Configure the collector to export telemetry data to DataDog. Find a query in the table with data in the Explain Plan column and click on it to open the Sample Details page. The Metrics Summary page displays a list of your metrics reported to Datadog under a specified time frame: the past hour, day, or week. 4. Library integrations use the Datadog API to allow you to monitor applications based on the language they are written in, like Node. This comes in the form of custom metrics, custom tags, and much more. Datadog automatically generates metrics from Azure DevOps events (e. 20: Synthetic Browser Tests per 1K browser test runs, per month: per 1K browser test runs, per month $ 12 $ 15 $ 18: Mobile App Testing Per 100 test runs, per month: Per 100 test runs, per month $ 50 $ 60 $ 72: Parallel Testing Per additional Mar 31, 2021 · Datadog is proud to partner with AWS for the launch of CloudWatch Metric Streams, a new feature that allows AWS users to forward metrics from key AWS services to different endpoints, including Datadog, via Amazon Data Firehose with low latency. Go to the AWS integration configuration page in Datadog and click Add AWS Account. We just released a major extension to Datadog monitors in the Datadog Agent 5. Incident Management Identify, analyze, and mitigate disruptive incidents in your organization. We’ll start by looking at the end of the main. Once integrations have been configured, all data is treated the same throughout Datadog, whether it is living in a datacenter or in an online service. Additional API-related information about processors can be found in the processors What is Datadog? - [Narrator] Datadog is a Software as a Service platform that helps organizations and individuals achieve full visibility into their applications and infrastructure. For example, the Logs Explorer and Log Analytics views have share options to export logs lists and metrics to dashboards. Enter a name for your key or token. メトリクスは、レイテンシーからエラー率、ユーザーのサインアップまで、環境に関するあらゆる情報を経時的に追跡できる数値です。. Maximum size for a single log: 1MB. Start the container: Copy. This gives you the ability to do searches either by using text or by making use of defined facets May 25, 2016 · Step 1: install the Datadog Agent. Limits per HTTP request are: Maximum content size per payload (uncompressed): 5MB. NET Core API monitoring with the SQL service layer. For setup instructions, select your database technology: Overview. Start up a Linux host or VM. Certain standard integrations can also potentially emit custom metrics. api_key [ "apiKeyAuth"] = "<API KEY>" configuration. Select the AWS regions to integrate with. Run your application to generate data. Enter your Datadog API Key and Datadog Application Key. started or the metric datadog. This section includes the following topics: Submit metrics to Datadog. The size of the large object heap. proxies ( dictionary mapping protocol to the URL of the proxy. For a list of available courses, see Courses. com or visit the #learning-center Slack channel. Uncover the power of APIs and take your Python skills to the next level. When monitoring AWS EBS, the following key metrics can help you track the usage and performance of your volumes. Create Embeddable Graphs. Create dashboards with different widgets like timeseries, query values and toplists. memory_load. Understanding how to use an API is essential for modern software development, from simple data retrieval to complex integrations. Analyze datadog APM Service monitoring, Trace searches and Code Profiling. Mar 1, 2016 · There is no one-size-fits-all solution: you can see different things in the same metric with different graph types. This pair of metrics measures the number of bytes transferred to and from your volumes over a certain time frame. Initialize and configure Datadog. Mar 10, 2020 · The Kubernetes ecosystem includes two complementary add-ons for aggregating and reporting valuable monitoring data from your cluster: Metrics Server and kube-state-metrics. If a trace is already active (when created by automatic instrumentation, for example), the span is part of the current trace. Datadog excludes the top 1 percent to reduce the impact of spikes in usage on your bill. This guide demystifies the process, providing you with the insights you need to make API requests, decode responses, and securely implement these powerful connectors in your code. As an alternative users can opt in to use goccy/go-json by specifying the go build tag goccy_gojson. Run the collector. Prerequisites. docker-compose -f all-docker-compose. Click Save. OTLP Ingestion by the Agent; W3C Trace Context Propagation; OpenTelemetry API Support; Correlate RUM and Traces; Correlate Logs and Traces; Troubleshooting; Guides and Resources. Note: Changing the metric type in this details side panel See metrics from all of your apps, tools & services in one place with Datadog's cloud monitoring as a service solution. This is a self-paced lab that takes place in the Google Cloud console. To add a Datadog API key or client token: Click the New Key or New Client Token button, depending on which you’re creating. Search your metrics by metric name or tag using the Metric or Tag search fields: Tag filtering supports boolean and wildcard syntax so that you can quickly identify: Metrics that are tagged with a particular Datadog Learning Center. Send OpenTelemetry Metrics - Configure the Datadog Agent or OpenTelemetry Collector. This function takes three arguments: the name of the metric, the value of the metric, and a list of tags (optional). ) – Proxy to use to connect to Datadog API. (gauge) The percentage of the total memory used by the process. Interoperability with Datadog. Mar 5, 2021 · You can use wildcard-filtered metric queries across the entire Datadog platform, including custom dashboards, notebooks and monitors. Jan 22, 2024 · Datadog. They allow users to visually analyze data, track key performance indicators (KPIs), and monitor trends efficiently. Authentication. . Metric reporting via either UDP (dogstatsd) or the Datadog HTTP API. The API uses resource-oriented URLs to call the API, uses status codes to indicate the success or failure of requests, returns JSON from all requests, and uses standard HTTP response codes. Enroll for free. Key names must be unique across your Jan 10, 2024 · Postman is a collaboration platform for API development. To make things harder Datadog doesn’t provide an easy setup, so we have to do it by ourselves. These include popular integrations like Slack, AWS, Azure, and PagerDuty. If something goes wrong, you can re-deploy stateless components, and they can grow to manage traffic shifts. gauge() function to send a custom metric to DataDog. Step by step, you’ll learn the key Dec 29, 2022 · Use the datadog. Of course, this is largely dependent on the services that you are making use of in your This course offers an entrypoint to the Datadog platform by introducing many of its basic products and concepts, including integrations, Universal Service Monitoring, Service Catalog, logs, metrics, monitors, service level objectives, and dashboards. Click Create API key or Create Client Token. When installing the AWS integration, you can select which services you want Datadog to collect metrics on. dotnet. com, you need to switch the Postman collection to access a different Oct 11, 2023 · Set Up Datadog Account: Ensure you have an active Datadog account. Part 1 discusses the novel challenge of monitoring containers instead of hosts, part 2 explores metrics that are available from Docker, and part 4 describes how the largest TV and radio outlet in the U. In comparison, there was a significant decrease in cpu time with goccy/go-json with an increase in memory overhead. Try it for free. , work item duration, number of code pushes) and tags them with the same metadata as the event. Any metric can be filtered by tag (s) using the from field to the right of the metric. } } Datadog’s synthetic monitoring allows you to test the availability and responsiveness of every enpoint in your API. S. The Datadog Agent is the open-source software that collects and reports metrics from your hosts so that you can visualize and monitor them in Datadog. Use cases. You can specify the time frame in the top right corner of the page. Once you are sending data to Datadog, you can use the API to build data visualizations programmatically: Build Dashboards and view Dashboard Lists. b. Install the Datadog Agent on each instance. 6+. required_providers {. To learn more, see the Datadog documentation for adding API and application keys. For prior versions of Kubernetes, see Legacy Kubernetes versions. Add your valid Datadog API and application key values to the Current value field of the api_key and application_key variables, respectively. Just go to https://start. Click on either of the metrics and a Metric panel opens up. Jan 13, 2021 · It only monitors random metrics, while the application is running. js or Python. comus5. Install Datadog Agent on EC2 Instances: SSH into your EC2 instances. Paste it into your dashboard by opening the dashboard and typing Command + V ( Ctrl + V on Windows). Apr 4, 2023 · The most common workforce management and human capital management solution used today is Kronos. tf file in the terraform_config/ directory with the following content: terraform {. Datadog Agent setup & configuration, Metrics, Events, Infrastructure Monitoring, Log Management, Application Performance Monitoring, Continuous Profiling Microsoft Azure App Service is a group of serverless resources that enable you to build and host web apps, mobile backends, event-driven functions, and RESTful APIs without managing infrastructure. Installation instructions for a variety of platforms are available here. Docs > Getting Started > Datadog Learning Center. euap1. spring. Step2: Press “Add New Panel. Setting up Zabbix email alerts is relatively easy and can be completed in a short amount of time by following the initial steps of the tutorial. Explore Datadog and industry products and ideas. 0+ only supports Kubernetes v1. When you get into the Datadog logs view, the first thing at the top of the page is a search bar. Create a directory to contain the Terraform configuration files, for example: terraform_config/. Set up Datadog APM to send traces to Datadog. Datadog Watchdog Detect and surface application and infrastructure anomalies. Spring Boot provides a web tool called https://start. direction LR. 7. To complete this guide, you need the following: Create a Datadog account if you haven’t already. Maximum array size if sending multiple logs in an array: 1000 entries. These metrics can be visualized in the Datadog console. Datadog Application Performance Monitoring (APM) provides AI-powered code-level distributed tracing from browser and mobile applications to backend services and databases. Explore data and insights in Dashboards, Logs, Service Catalog, and Monitors for a live application environment. Apr 6, 2016 · With Datadog, you can collect metrics, logs, and traces from your Kafka deployment to visualize and alert on the performance of your entire Kafka stack. Configure the integration’s settings under the Automatically using CloudFormation option. Creating notifications that enable teams to respond to issues faster. Select your Datadog region (US or EU). 0+ Producing Delta Temporality Metrics Monitors and Alerting Create, edit, and manage your monitors and notifications. io and generate a new spring boot project. statsd Here you can see that we have an option to create API tests and we can also create end to end browser tests to create an API test or click the create new API test bots in. api client requires to run datadog initialize method first. Service Dependencies - see a list of your APM services and their dependencies. statsd. Datadog also has a full-featured API that you can send your metrics to—either May 12, 2022 · Datadog is a tool that allows you to monitor cloud infrastructure, Windows and Linux hosts, system processes, serverless functions, and cloud-based applications. Datadog provides monitoring capabilities for all Azure App Jan 7, 2019 · DataDog Agent: The Datadog Agent is a software that runs on the hosts and it collects events and metrics from hosts and sends them to Datadog, where it can analyze the monitoring and performance data. First, create a configuration file using the default Datadog example: sudo cp Apr 3, 2023 · The Datadog Agent is a piece of software that is installed on your hosts. Learn the fundamentals of making API requests, decoding status codes, working with JSON data, and leveraging query parameters. To create and activate a custom span, use Tracer. We won’t dissect every line of code, but we’ll focus on a few key areas. By seamlessly correlating traces with logs, metrics, real user monitoring (RUM) data, security signals, and other telemetry, Datadog APM enables you Monitor your mission-critical, API-driven business features, standardize and validate API performance expectations, and alert when performance deviates from them. Observe your infrastructure metrics A metric’s type affects how the metric values are displayed when queried, as well as the associated graphing possibilities within Datadog using additional modifiers and functions. Quickly detect user-facing issues and jump-start system-wide investigations so you can optimize performance Mar 18, 2021 · An API is an intermediate software agent that allows dependent applications to communicate with each other. The Datadog Learning Center provides a hands-on interactive platform for learning about Datadog products and features, for users of all experience levels. Metrics Server collects resource usage statistics from the kubelet on each node and provides aggregated metrics through the Metrics API. Use the Export to Dashboard option provided by many Datadog views for data they show. In the Datadog UI, go to the Metrics Summary page and search for the metric datadog. The Agent is open source. Dec 15, 2014 · Introducing Availability Monitoring. -----DevOpsSchool Master Programs-----Master in DevOps Engineering (MDE) - Including DevSecOps and Datadog. Configure Datadog Agent: You can use the Datadog Terraform provider to create and programmatically manage Datadog resources. Datadog. You will also learn about RESTful APIs and how the web works. To help you effectively visualize your metrics, this first post explores four different types of timeseries graphs, which have time on the x-axis and metric values on the y-axis: Line graphs. To provide your own set of credentials, you need to set some keys on the configuration: configuration. It gathers events and metrics from hosts and sends them to Datadog, where monitoring and performance data may be analyzed. Use the query editor to customize the graph displayed on the Metrics Explorer page. source = "DataDog/datadog". Run the Datadog Agent in your Kubernetes cluster to start collecting your cluster and applications metrics, traces, and logs. statsd modules. Test and monitor HTTP, gRPC, SSL, DNS, WebSocket, TCP, UDP, and ICMP APIs, all from global managed and private locations. You will learn how to use APIs from the command line, how to use tools to explore APIs, and more. Visualizing OTLP Histograms as Heatmaps; Migrate to OpenTelemetry Collector version 0. An API connection to a service requires controlling how the URL is decoded. compile (filter_pattern) all_metrics = api. If the build gets stuck, exit with Ctrl+C and re-run the command. Step3: In Query Editor of the graph, type the query from earlier, and next click “Shift+Enter”: Step4: In the “Legend” field, type “route” for renaming the time series in the time legend. The GC changes its behavior when this value gets above 85. Under Explain Plan, click List View. monitors Docker. The default is Past 1 Hour. See the pipelines configuration page for a list of the pipelines and processors currently configured in web UI. Submit Custom Metrics - Learn what custom metrics are and how to submit them. If there is no current trace, a new one is started. gc. io to bootstrap an application quickly. Start your journey today. datadog = {. This observability provider creates custom metrics by flushing metrics to Datadog Lambda extension, or to standard output via Datadog Forwarder. 6. datadog. Notice: We recently removed the Integrations and Logs lessons from this course. API Catalog combines data from across Datadog to provide opinionated workflows so you can explore and monitor your APIs from different sources in one unified view. Build the application’s container by running the following from inside the /docker directory: Copy. Your org must have at least one API key and at most 50 API keys. Feb 6, 2023 · In the first unit, you will learn the basics of APIs, including what they are and how they are used. api_key [ "appKeyAuth"] = "<APPLICATION KEY>". This plugin system allows the Agent to collect custom metrics on your behalf. The Metrics Explorer is a basic interface for examining your metrics in Datadog. Nov 11, 2015 · This post is part 3 in a 4-part series about monitoring Docker. 5. Datadog Agent logs are located in the /var/log/datadog/ directory in Linux platform and C:\ProgramData\Datadog\logs directory in windows platform. REST API calls are ideal for cloud applications due to their statelessness. Installing the agent usually takes just a single command. a. Metrics. A metric’s type is displayed on the details side panel for the given metric on the Metrics Summary page. It is widely used globally to engage the entire workforce, from pre-hire to payroll. running. gauge('my_metric', 42, tags=['tag1:value1', 'tag2:value2']) If you want to send multiple metrics at once, you can use the datadog. 1. Shown as byte. AWS Lambda is a compute service that runs code in response to events and automatically manages the compute resources required by that code. Get a list of events. Note: There are no enforced fixed rate limits on custom metric submission. The Datadog Agent is open-source, and its source code is available on GitHub at DataDog/datadog-agent. Sort the Normalized Query table by Duration. This includes . ”. Read the DASH 2024 Roundup for our latest product and feature announcements Read the DASH 2024 Roundup Dec 23, 2022 · In this guide, we’ll walk through some best practices for creating tests, including: Defining your test coverage. This page also describes how to set up custom metrics, logging, and tracing for your Lambda functions. Pipelines and processors operate on incoming logs, parsing and transforming them into structured attributes for easier querying. For Agent commands, see the Agent Commands guides. This is the endpoint that configures the metrics for the Prometheus format using the `promhttp` library. By default the library will use the DD_API_KEY and DD_APP_KEY environment variables to authenticate against the Datadog API. 3. A custom metric is identified by a unique combination of a metric’s name and tag values (including Click the Variables tab. VolumeReadBytes and VolumeWriteBytes. When using the Metrics Explorer, monitors, or dashboards to query metrics data, you can filter the data to narrow the scope of the timeseries returned. Integrations which are contributed back to the Datadog Agent convert to standard metrics. Dec 18, 2023 · Explore the essentials of Python API integration with our comprehensive tutorial. For instance, if you’re running a Java application and want to find the average garbage collection time Oct 11, 2021 · Configuring agent. g. Integrating Datadog, Kafka, and ZooKeeper Jul 2, 2024 · Under Connect Postman to your monitoring workflows, select Datadog. Building efficient, meaningful tests. If you are accessing a Datadog site other than https://api. Using CloudWatch Metric Streams to send your AWS metrics to Datadog offers up to an 80 percent Sep 3, 2023 · In the tutorial, linked below, we will configure Zabbix alerts so that any issues are forwarded to administrators via email. Tight integration with the Dropwizard framework via the dropwizard-metrics-datadog sub-project. Here, you’ll find the `/metrics` endpoint. With dashboards, teams can identify anomalies, prioritize issues, proactively detect problems, diagnose root Vulnerability Detection. Wait a few moments, and go to APM > Traces in Datadog, where you can see a list of traces corresponding to your API calls: If you don’t see traces after several minutes, clear any filter in the Traces Search field (sometimes it filters on an environment variable such as ENV that you aren’t using). com" DD_API_KEY="<DD_API_KEY>" DD_APP_KEY="<DD_APP_KEY>" python"example. The agent will collect system metrics, traces, and custom application data. Dashboards contain graphs with real-time performance metrics. Email us at learn@datadoghq. 1178. Jun 8, 2023 · You can also use one of the Datadog official and community contributed API and DogStatsD client libraries to submit your custom metrics. Any log exceeding 1MB is accepted and truncated by Datadog: For a single log request, the API In this lab, you learn how to use Datadog and the Datadog API to build a notebook that holds, over a 5-day span, both metric data and software release notes for an application. agent. I can retrieve the Tags filtered with a regular expression pattern: def _load_metrics (from_time, filter_pattern: str): regex = re. Enable this integration to begin collecting CloudWatch metrics. Perform datadog Agent installations, configurations and query basic metrics. Apr 4, 2023 · Step1: In the sidebar, hover the cursor on the “create” icon and next press “Download. In this lab you will run the Datadog Agent in a Kubernetes cluster as a DaemonSet in order to start collecting your cluster and applications metrics, traces, and logs. In the In dropdown, select Explain Plans. Custom metrics help you track your application KPIs: number of visitors, average customer basket size, request latency, or performance distribution for a custom algorithm. runtime. Add an API key or client token. Instance. Covers a wide scope of almost all the Datadog features listed in Datadog's official documentation. yaml up notes. datadoghq. Create Monitors. Creating spring boot application using spring initializr. Synthetic API Tests per 10K API test runs, per month: per 10K API test runs, per month $ 5 $ 6 $ 7. Use the Datadog API to access the Datadog platform programmatically. To graph metrics separately, use the comma (,). Enter the Datadog Environment with the services you want to connect (for example, beta or prod). NET Core 3. Note: Agent v6. 95. Create an application Apr 25, 2022 · 2. stateDiagram-v2. yaml build notes. api and Datadog. APIs provide a set of protocols, routines, and developer tools enabling software developers to extract and share information and let applications interact in an accessible manner. The Datadog API is an HTTP REST API. For more advanced options, create a notebook or dashboard ( screenboard, or timeboard ). Datadog では、メトリクスデータは値とタイムスタンプを持つデータポイントとして収集され、格納されます。. Datadog is an extensive platform for understanding your infrastructure. Metrics Datadog Reporter. This guide provides an overview of getting started with Terraform, with links to Terraform resources and tutorials that address specific use cases. Designing coherent and easy-to-navigate test suites. You can deploy a Datadog Agent with a Helm Logs Pipelines. It includes support for: Datadog's tagging feature. With Metrics without Limits™, you can configure an allowlist of tags in-app to remain queryable throughout the Datadog platform Dashboards provide real-time insights into the performance and health of systems and applications within an organization. Authentication (crawler) based integrations are set up in Datadog where you provide credentials for obtaining metrics with the API. Datadog Database Monitoring supports self-hosted and managed cloud versions of Postgres, MySQL, Oracle, SQL Server and MongoDB. Create a main. If these metrics are not visible right away, it may take a few minutes for the Agent to send the data to the Datadog Platform. You can also customize aggregations on counts, rates, and gauges without having to re-deploy or change any code. In this lab, you will learn how to use the Datadog Helm Chart. Postman's features simplify each step of building an API and streamline collaboration so you can create better APIs—faster. py and run following commands: DD_SITE="datadoghq. 1. go file. comddog-gov. Mobile Application View Datadog alerts, incidents, and more on your mobile device. metrics-datadog is a simple reporting bridge between Dropwizard Metrics and the Datadog service. Use: +, -, /, *, min, and max to modify the values displayed on your graphs. list (from_time) ['metrics'] filtered = list (filter (regex Datadog Synthetic Monitoring is a proactive monitoring solution that enables you to create code-free API, browser, and mobile tests to automatically simulate user flows and requests to your applications, key endpoints, and network layers. Rating: 4. Datadog is Nov 19, 2019 · I need the same info that the Metrics Explorer displays (list of hosts and tags), for only one metric. Datadog’s synthetic monitoring measures reply time, status code, and more, and can chain together This is an introduction to Metrics in Datadog and why they’re useful. On a hybrid monthly/hourly plan (MHP), Datadog charges your minimum monthly commitment, and for any host hours above that commitment, Datadog charges an hourly rate. It can host workloads of all sizes and offers auto-scaling and high availability options. Availability Monitoring introduces five new kinds of monitors on top of our existing metric-based ones: Metric-based monitors let you monitor apps and services in a sophisticated way. 1+ only) Shown as percent. Explore the collected data in Datadog. Dashboards. Stacked area graphs. Jun 9, 2014 · Graph specific metrics with tags. If not, create one on the Datadog website and obtain your API key. You’ll track the metrics and performance of a web application and discover how to present important data using these popular widget types. Find or create a Datadog API key. Free Lab: Managing Datadog monitors through Kubernetes configuration Custom integrations are available through the Datadog API. By default, datadog-api-client-go uses the Go standard library enconding/json to encode and decode data. Applications in the Cloud. LambdaCode: DatadogMetrics. The Datadog Agent allows for the creation of custom integrations via plugins to the Agent. You can also combine wildcard and boolean syntax for more powerful, complex filters when querying metrics. 一連の Mar 12, 2024 · The outline of this tutorial is as follows: Download an OpenTelemetry collector. (. Warning: Ensure you dispose of the scope returned from StartActive. py". In this course, you’ll learn how to create, configure, and utilize Datadog dashboard graph widgets. We will create widgets together for: Install Terraform. comus3. The Datadog Learning Center ensures you are able to leverage everything the platform has to offer. Send your logs to your Datadog platform over HTTP. - [Instructor] One of the powerful things about Datadog is that it allows you to add your own context to the platform. It can be used to visualize data First install the library and its dependencies and then save the example to example. sk wn hi ry nd fa qo ze wu yu