grafana multiple metrics in one query

Im ready to upgrade and re-configure my JSON dashboard designs to fit nicely by does the opposite and drops labels that are not listed in the by clause, even if their label values are identical between all elements of the vector. it possible to perform simple calculations on the metrics while retrieving them from database? The dashboard now displays two panels, one for each HPE Virtual Connect module that was defined in Grafana Interconnect monitoring.ps1. Site design / logo 2022 Stack Exchange Inc; user contributions licensed under CC BY-SA. You can install the plugin via Grafana CLI, and if you come across any issues, visit this repo. An additional panel to monitor the temperature and power consumption of a frame is displayed. Connect Grafana to data sources, apps, and more, with Grafana Alerting, Grafana Incident, and Grafana OnCall, Frontend application observability web SDK, Contribute to technical documentation provided by Grafana Labs, Help build the future of open source observability software Thanks for contributing an answer to Stack Overflow! There can be isolation by a datacenter, host, a file name, whatever you like, said Kaltschmidt. By clicking on Subscribe Now, I agree to HPE sending me personalized email communication about HPE and select HPE-Partner products, services, offers and events. And finally, set the unit data rate you selected in the SELECT row. Next, you can add as many panels as you have resources defined in your PowerShell scripts. But sometimes this programmatic log generation doesnt work for an organization. So if a metrics query has the tag "Europe" and then the user switches to logs, it would keep that tag and query logs with the tag "Europe" as well. PowerShell scripts to collect metrics from the HPE OneView API can be found in my GitHub repository here. Then modify each query by selecting the ports on the second interconnect module that you want to monitor. Metrics Query examples Return the per-second rate of all non-timeout errors within the last minutes per host for the MySQL job, and only include errors whose duration is above ten seconds. Find centralized, trusted content and collaborate around the technologies you use most. Click on the Add panel button on the upper bar and select Add a new panel. This allows tags to really give us the flexibility to isolate the log streams. In plain English, it provides you with tools to turn your time-series database (TSDB) data into beautiful graphs and visualizations. This webinar focuses on Grafana Loki configuration including agents Promtail and Docker; the Loki server; and Loki storage for popular backends. Add any additional measurement you need, using another query. The following diagram describes the different components of the solution: As with any solution, there are both Pros and Cons to using it. the last hour or, in the example below, the last six hours). Here, Kaltschmidt outlines how Grafana Labs has added more support in the Explore workflow for visualizing both metrics and logs for the Influx datasource. It allows you to query, visualize, alert on, and explore your metrics no matter where they are stored. Go to the Grafana Home page, and select New Dashboard.. Can someone point me in the right direction using Presto SQL? Which is why a log aggregation system is important. The third method, Kaltschmidt said, I found on the Internet. If you have a setup that utilizes search log daemons running on your nodes, then Fluentd could also be an option for ingesting logging data into Influx. It returns the per-second rate of all non-timeout errors within the last minutes per host for the MySQL job and only includes errors whose duration is above ten seconds. Network statistics and network throughput are also available for each uplink and downlink ports in "interconnects" such as HPE Virtual Connect modules. The troubleshooting process is a familiar journey: It starts with an alert that leads an engineer to various dashboards. First, Influx has an API, which is a node.js client library. This field is the common field for both queries and Grafana will now display both metric series in one row! That is driven by a multi-select query variable. How do I get git to use the cli rather than some GUI application when asking for GPG password? Scroll down to the Standard options section and in Unit , select Data rate and click on kilobytes/sec. Plus, he added, theres no need to add another layer of operational complexity with a second system to store your logs. For server and enclosure metrics, enter a data source name, e.g., InfluxDB-OV-Server-Metrics, Add the InfluxDB URL; by default it is http://localhost:8086, Add the database name that you defined in Grafana-Server_Enclosure-monitoring.ps1. Grafana Labs Getting Started The timestamped metrics data is saved into the InfluxDB time series database that Grafana uses to generate the graphs. Edit the count to be more than 1 in order to get the variance of your latency otherwise your min and max ping are going to be the same. For Grafana-Interconnect-monitoring.ps1, at the beginning of the script you need to provide the interconnect module names and port IDs that you would like to monitor using a hash table format: Note that the interconnect modules and port names can be found in the HPE OneView UI (in the Interconnects menu): For Grafana-Server_Enclosure-monitoring.ps1, you need to provide at the beginning of the script, the resource names (server hardware or server profile or enclosure) and utilization (CPU, power, or temperature) that you want to monitor using a hash table format: The names of the resources that need to be provided can be easily identified in the corresponding menus of the HPE OneView user interface. Connect to the server running InfluxDB and launch the InfluxDB CLI:>influx, Authenticate using your InfluxDB credentials:>auth, Display existing databases:>show databases. The following picture shows a typical HPE infrastructure dashboard with Synergy frame, compute, and interconnect metrics: Multiple metrics resources are supported by HPE OneView through the API, including CPU, memory, power consumption, temperature, health, capacity data for some resources like enclosures, interconnects and server hardware. Then if you later want to revisit data, theres just a long stream of messages. This concludes this blog post. Count all the log lines within the last five minutes for the traefik namespace. Click on Add a new panel to create a panel to visualize the first HPE Virtual Connect module metrics. 2 Answers Sorted by: 5 you would want to group based on attribute, like you are doing in the example. Why is the kinetic energy of a fluid given as an integral? How can I completely defragment ext4 filesystem. All these metrics return a numeric value between 0 and 6. a diagram with 50 objects in it. The purpose of this blog post is to describe how to generate Grafana dashboards using InfluxDB and PowerShell scripts to monitor any HPE Compute infrastructure managed by HPE OneView. This allows using only one Linux machine to host all components (i.e., Grafana, InfluxDB and the execution of the PowerShell scripts). One example is the new Explore mode, which is available in Grafana version 6.0 and above. Calculate rate for all metrics within last 30 seconds. Click on the Dashboards icon on the side menu and click New dashboard. See Unwrap examples for query examples that use the unwrap expression. The aggregation is applied over a time duration. "error": "vector cannot contain metrics with the same labelset". For example - sum of two metrics: uplink and downlink traffic. The unwrap expression is noted | unwrap label_identifier where the label identifier is the label name to use for extracting sample values. I mean something like a+b, b-c, (a+b+c)/(d+e+f). Once all queries have been defined, you can save the panel using the Save button in the upper right corner. What PromQL query gives the minimum current value for an arbitrary list of metrics? Can we consider the Stack Exchange Q & A process to be research? All labels, including extracted ones, will be available for aggregations and generation of new series. It uses a dialect of SQL. We leverage this function for logs, and turns out, it works great, said Kaltschmidt. Email update@grafana.com for help. I.e. | 00:00 | A | 10 | Click on the panel's context menu, select More , then Duplicate. Example Table Other options include Prometheus, which can also be used to collect and record measurements in real time. You will need to click on the + Query button for the other ports and repeat the same query configuration (as previously described) for all the ports defined in the PowerShell script. Labels are: Environment, Hostname Metrics are: CPU usage, Memory usage, Disk C: usage It was possible using Reduce transformation and Format=Table and Type=Instant Prometheus query options. CloudWatch Metrics Insights uses a dialect of SQL . For each script, it is important to provide all the required variables for HPE OneView and InfluxDB. The following commands can be used to schedule both jobs on a Microsoft Windows machine:>$trigger = New-JobTrigger -AtStartup -RandomDelay 00:00:30, >Register-ScheduledJob -Trigger $trigger -FilePath "\Grafana-Server_Enclosure-monitoring.ps1" -Name GrafanaServerEnclosureMonitoring, >Register-ScheduledJob -Trigger $trigger -FilePath "\Grafana-Interconnect-monitoring.ps1" -Name GrafanaInterconnectMonitoring, You can check the job schedule by typing:>Get-ScheduledJob, Alternatively, launch Windows Task Scheduler, by pressing Windows + R keys on your keyboard to run a command, and enter:>taskschd.msc. Its time to stop thinking of Grafana as a general dashboarding tool. Not the answer you're looking for? The without clause removes the listed labels from the resulting vector, keeping all others. I want to plot a line for metric X on unit A over time, another line for metric X on unit B over time etc. While Grafana Labs continues to support Influx, more datasources, as well as the three big cloud vendors, its also dedicated to developing new features with DevOps in mind. I`m just not sure how to extend this query to also calculate the rate for all these metrics. On the Variables tab click "Add variable". Now we will add a datasource dropdown to switch between the servers on the dashboard. PowerShell can be installed on different Linux distributions today and it works perfectly, using a crontab configuration would make the scripts run in background. I also do not want to repeat panels based on the multiselect variable. problems that later versions do, it works with the browsers I have (later It provides a powerful way of viewing infrastructure utilization, revealing issues and helping maintain uninterrupted services. To launch the influx command line interface (CLI), type:>influx, Then create a user with an authentication password:>CREATE USER admin WITH PASSWORD 'P@ssw0rd' WITH ALL PRIVILEGES, Once created, authenticate using:>authusername: adminpassword: ********. To enable the http authentication, you need to modify the InfluxDB configuration file. This aggregation includes filters and parsers. What paintings might these be (2 sketches made in the Tate Britain Gallery)? could you please upgrade to version 6 and test if this is working ? The data shows that the collection of metrics has started and that everything is running fine. Select Overrides at the top of the right-side menu, then click on Add field override : After that, select the following override properties: When completed, the panel displays the two Y-axis: You can then click on Save, then Apply buttons to return to the Grafana dashboard. The next step consists in creating panels to display Compute and Frame metrics. You can then set the alias as Q1 to replace the default metric name and get a clear legend label on the chart. Is this homebrew "Revive Ally" cantrip balanced? Youre going to have a really tough time finding the exact message that will tell you what was going wrong.. To launch the Grafana IU, open your web browser and navigate to http://:3000/. There are three ways to ingest logs into Influx. | 01:00 | A | 12 | On a RHEL/CentOS virtual machine, you can use the following steps: First, to make sure that the scripts have started, you can check that the databases have been created using the InfluxDB tool. By clicking Accept all cookies, you agree Stack Exchange can store cookies on your device and disclose information in accordance with our Cookie Policy. Log aggregation is becoming a centerpiece for this troubleshooting story in observability that Grafana wants to support more and more, said Kaltschmidt. The engineer then tries to modify queries and drill down until they discover which process or server might be the root cause of the issue. onto an HD display once more. Click on the gear icon on the side menu and click Add data Sources. This is how I can make sure that I end up with the data in a format that I can later consume within Grafana, said Kaltschmidt. What is the purpose of the arrow on the flightdeck of USS Franklin Delano Roosevelt? I didnt build the data source plugin but im becoming suspicious its got something to do with how our queries (Raw SQL) are processed and returned using the Grafana data frames. is it possible to sum two or more metrics with influxql (or may be with flux) rather than stacking graphs or executing an expressions on them ? Connect and share knowledge within a single location that is structured and easy to search. Currently the only correlation linking the split queries is the selected time range (i.e. They can be used to compare data over time to note trends and detect issues, allowing administrators to make any necessary adjustments and prevent downtime. As we all know, Windows is one of the most popular operating systems in the world. Then, you need to define a query for each port you specified in the PowerShell script (in the $Ports variable) for this interconnect module name, as shown below: For example, to set the Q1 port, you need to click on select measurement next to FROM: A list of all the measurements available in the database is displayed in the drop-down menu, as seen below: Select Q1, then click on field (value) in the SELECT row to select the value you want to display: A list of all measurement values recorded in the database displays in the drop-down menu: Select receiveKilobytesPerSec for example. For a demo of how Grafana works with Influx to monitor logs, click here. | 00:01 | B | 5 | Should I use equations in a research statement for faculty positions? Supported function for operating over unwrapped ranges are: Except for sum_over_time,absent_over_time, rate and rate_counter, unwrapped range aggregations support grouping. We are using a custom datasource plugin to connect with an Amazon Timestream DB. IT infrastructure metrics visualization is critical for health monitoring, prediction, and capacity planning. Here is an example of a frame panel with power and temperature metrics defined: For panels with two different types of measurements (Watt and Celsius) as seen above, you need to define two Y-axes. LogQL shares the range vector concept of Prometheus. Open one of the measurements to verify that the metric data is coming in:>SELECT * FROM "Frame3-Interconnect3-Q1". You can now duplicate this panel to create another one for the second HPE Virtual Connect module. The feature Im actually most excited about within Explore is the split view, said Kaltschmidt. Metric queries extend log queries by applying a function to log query results. Grafana Labs uses cookies for the normal operation of this website. The by clause does the opposite, dropping labels that are not listed in the clause, even if their label values are identical between all elements of the vector. Thats one of the main reasons why it makes sense to have a central place to store your logs and have a log aggregation system in place.. To subscribe to this RSS feed, copy and paste this URL into your RSS reader. Well demo all the highlights of the major release: new and updated visualizations and themes, data source improvements, and Enterprise features. Now that InfluxDB is configured and the data is collected, you can add the databases (created by the two scripts) to Grafana as new InfluxDB data sources. For a demo of how Grafana works . How can I avoid tear out and get a smooth side on a circular plywood cutting board where the grain runs in various directions? The meaning of "lest you step in a thousand puddles with fresh socks on", Zeeman effect eq 1.38 in Foot Atomic Physics. Optionally the label identifier can be wrapped by a conversion function | unwrap (label_identifier), which will attempt to convert the label value from a specific format. As I am using an "at startup" trigger, it is required to restart the server in order to run the scripts. To learn more, you can refer to this article. appearance I was used to, until the advantages of a later version mean that A function is applied to aggregate the query over the duration. While the Grafana Labs team is working towards allowing users to query logs with the Flux query language and improving the tag filtering UX down the road, the bigger task at hand is to unify the Influx and Flux datasources to have a bit more clarity, said Kaltschmidt. Sorry, an error occurred. Another option is using Telegraf, a plugin-driven server agent for collecting and reporting metrics which allows users to tail logs or files with an input plugin called Logparser. For more information about the Metrics Insights query syntax, see Query syntax and keywords. In Explore, the user starts with one metrics query. I can easily do this with individual queries using the WHERE clause to limit the data to unit A. To start, we will need a metrics source . However to select which label will be used within the aggregation, the log query must end with an unwrap expression and optionally a label filter expression to discard errors. Save the report. Choose the ' Outer join ' transformation and choose the Field name 'instance'. In Data source, select Influxdb-OV-Interconnect-Metrics. In this post, we will deep dive into Grafana dashboards. The measurements listed here correspond to the metrics (ports or resources) defined in the PowerShell scripts. First, InfluxDB can be installed on both Microsoft Windows and Linux, it is an open-source tool, and many useful modules are available to create entries in a database. Copy the script files to the Linux system and set the execution permission on both files: Add two configurations, one for each script with a startup execution after a sleep time: Restart the Linux machine to trigger the execution: Select the correct unit corresponding to the measurement type, Add meaningful alias names to reflect reported measurement. Once that is completed, any dashboard you create in Grafana will have access to the metric data collected. Flux is currently an external datasource and version 5.3.1 of the Flux plugin for Grafana was released this month with features such as a Flux expression editor and token authentication. How do magic items work when used by an Avatar of a God? In Grafana Loki, the selected range of samples is a range of selected log or label values. Restart the server and confirm that scripts are executed. Click on the Dashboards icon on the side menu and click New dashboard. Connect Grafana to data sources, apps, and more, with Grafana Alerting, Grafana Incident, and Grafana OnCall, Frontend application observability web SDK, Contribute to technical documentation provided by Grafana Labs, Help build the future of open source observability software jasonsaelhof April 8, 2021, 6:13pm #1. This powerful feature creates metrics from logs. Downloads, Try out and share prebuilt visualizations. Query multiple metrics in one Prometheus HTTP Call. For Kaltschmidts quick tutorial on setting up the Flux plugin, click here. Why hook_ENTITY_TYPE_access and hook_ENTITY_TYPE_create_access are not fired? You may unsubscribe from receiving HPE and HPE-Partner news and offers at any time by clicking on the Unsubscribe button at the bottom of the newsletter. Powered by Discourse, best viewed with JavaScript enabled. And for a better visualization, you can select Always for Connect null values and Never for Show points in the Graph styles section. Sorry, an error occurred. etc , Hello and welcome to the forums. going from a higher version to a lower version. By default, the HPE Virtual Connect module sampling rate is 12 samples per hour, as shown in the following figure: My decision to use InfluxDB with Grafana metrics dashboards to monitor HPE OneView infrastructure was made for several reasons. It has a dominant share in the desktop computer market, with more than 70% of the machines running the operating system. This seems a known problem, The Grafana Play site does exactly what im trying to do. -------------------------------- Grafana is open source visualization and analytics software. Open positions, Check out the open source projects we support Finally, there is a deep dive into logs to try and uncover more details on what potentially went wrong. Thus, you can create a single dashboard with server/enclosure and interconnect metrics panels. Click on the duplicated panel's context menu then select Edit. Hi Habib, were on version 7 already. Click on the settings button on the top left. Share Improve this answer Follow answered Oct 10, 2020 at 15:31 Tomy8s 81 6 2 Two distinct scripts are available, one for the interconnect metrics and one for compute, enclosure, and server profile metrics. mirellou commented on Jul 8, 2020. a query returning 50 metrics, called A1111_status, A1112_status, A1113_status, . Select the InfluxDB-OV-Server-Metrics data source, then select the resource you want to monitor. | TIME | UNIT | VALUE | Asking for help, clarification, or responding to other answers. Admittedly, its a bit annoying to have these two datasources, said Kaltschmidt, who is aiming to have only one Influx datasource in which you say what version youre on and if you want Flux or not.. In the end, engineers can use tags to filter out the logs they dont need and strictly focus on the ones that will help them resolve an issue. You are now ready to access your InfluxDB time series databases in Grafana. Which can be used to aggregate over distinct labels dimensions by including a without or by clause. I've created dashboard with Table Panel shown below which contains multiple metrics for servers based on Prometheus data source. This completes the configuration of the first port query. Can anyone help? Change the panel title with the name of your second Virtua Connect module like VC Frame3-Interconnect6 Metrics. Like PromQL, LogQL supports a subset of built-in aggregation operators that can be used to aggregate the element of a single vector, resulting in a new vector of fewer elements but with aggregated values: The aggregation operators can either be used to aggregate over all label values or a set of distinct label values by including a without or a by clause: parameter is required when using topk and bottomk. They can be run in background on a Linux system using a crontab configuration or on a Microsoft Windows one, using Task Scheduler. You can then click on the Back button to return to the Data sources configuration window. Add in as many URLs/IP addresses as you want to ping. But overall, the goal is for Grafana to continue to be part of the conversation around logs. See vector aggregation examples for query examples that use vector aggregation expressions. Kaltschmidt outlined a model for log streams in Influx in which logs are used as the measurement and message is inputted as the value. I have an Amazon Timestream DB that has metrics (X, Y, Z) for individual units (ex. NOTE: You see still one row for each instance . Add: General > Name:. Loki defines Time Durations with the same syntax as Prometheus. I understand that my email address will be used in accordance with HPE Privacy Statement. System level improvements for a product in a plastic enclosure without exposed connectors to pass IEC 61000-4-2. I also use an older version of Grafana, simply because it doesnt have some Browse other questions tagged, Where developers & technologists share private knowledge with coworkers, Reach developers & technologists worldwide, I tried that and I get this error. The Linux repositories proposed by Microsoft can be found here. LogQL supports a set of built-in functions. Combined with parsers, metric queries can also be used to calculate metrics from a sample value within the log line, such as latency or request size. Select Save & test, and Grafana will test the credentials.You should see a message similar to the following one. I'm trying to figure out how to make a single query that will draw multiple different series (where I can stack the lines or color each differently). Perhaps asking someone to downgrade would be more clear that you do mean Thus, you can create a single dashboard with server/enclosure and interconnect metrics panels. Downloads, Try out and share prebuilt visualizations. Once modified, restart the InfluxDB service:>sudo systemctl restart influxdb. If logs simply live on machines, what if the machine goes away? said Kaltschmidt. especially for admission & funding? I want to make one http call to Prometheus server and get the following: I have the following query which works, it requests the results of multiple prometheus metrics in one call for last 30 seconds. | 01:04 | B | 4 | Now to get both metric series combined you need to use the Transform Option beside your Query Builder.

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