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Chapter 8. Setting up graphical representation of PCP metrics
Combine Performance Co-pilot (pcp), grafana, valkey, pcp bpftrace, and pcp vector to provide a graphical representation of the live or recorded PCP data.
8.1. Setting up PCP with pcp-zeroconf Copier lienLien copié sur presse-papiers!
You can configure PCP on a system with the pcp-zeroconf package. Once the pcp-zeroconf package is installed, the system records the default set of metrics into archived files.
Procedure
Install the pcp-zeroconf package:
# dnf install pcp-zeroconf
Verification
Ensure that the pmlogger service is active, and starts archiving the metrics:
# pcp | grep pmloggerpmlogger: primary logger: /var/log/pcp/pmlogger/localhost.localdomain/20200401.00.12
8.2. Setting up a grafana-server Copier lienLien copié sur presse-papiers!
Grafana generates graphs that are accessible from a browser. The grafana-server is a back-end server for the Grafana dashboard. It listens, by default, on all interfaces, and provides web services accessed through the web browser. The grafana-pcp plugin interacts with the pmproxy daemon in the backend.
Prerequisites
- PCP is configured. For more information, see Setting up PCP with pcp-zeroconf.
Procedure
Install the following packages:
# dnf install grafana grafana-pcpRestart and enable
grafana-server:# systemctl restart grafana-server# systemctl enable grafana-serverOpen the server’s firewall for network traffic to the Grafana service.
# firewall-cmd --permanent --add-service=grafanasuccess# firewall-cmd --reloadsuccess
Verification
Ensure that the
grafana-serveris listening and responding to requests:# ss -ntlp | grep 3000LISTEN 0 128 :3000 *: users:(("grafana-server",pid=19522,fd=7))Ensure that the grafana-pcp plugin is installed:
# grafana-cli plugins ls | grep performancecopilot-pcp-appperformancecopilot-pcp-app @ 5.2.2
8.3. Configuring valkey Copier lienLien copié sur presse-papiers!
You can use the valkey data source to:
- View data archives
- Query time series using pmseries language
- Analyze data across multiple hosts
Prerequisites
- PCP is configured. For more information, see Setting up PCP with pcp-zeroconf.
-
The
grafana-serveris configured. For more information, see Setting up a grafana-server. -
Mail transfer agent, for example,
postfixis installed and configured.
Procedure
Install the
valkeypackage:# dnf install valkeyStart and enable the
pmproxyandvalkeyservices:# systemctl start pmproxy valkey# systemctl enable pmproxy valkeyRestart
grafana-server:# systemctl restart grafana-server
Verification
Ensure that the
pmproxyandvalkeyare working:# pmseries disk.dev.read2eb3e58d8f1e231361fb15cf1aa26fe534b4d9dfThis command does not return any data if the valkey package is not installed.
For details, see the
pmseries(1)man page on your system.
8.4. Accessing the Grafana web UI Copier lienLien copié sur presse-papiers!
You can access the Grafana web interface. Using the Grafana web interface, you can:
- add Valkey, PCP bpftrace, and PCP Vector data sources
- create a dashboard
- view an overview of any useful metrics
- create alerts in Valkey
Prerequisites
- PCP is configured. For more information, see Setting up PCP with pcp-zeroconf.
-
The
grafana-serveris configured. For more information, see Setting up a grafana-server.
Procedure
On the client system, open a browser and access the
grafana-serveron port 3000 by using the http://192.0.2.0:3000 link.Replace 192.0.2.0 with your machine IP when accessing Grafana web UI from a remote machine, or with localhost when accessing the web UI locally.
- For the first login, enter admin in both the Email or username and Password fields.
- Grafana prompts to set a New password to create a secured account. If you want to set it later, click Skip.
- From the more options icon (☰) on the top left, click Administration > Plugins.
- In the Plugins tab, type performance co-pilot in the Search by name or type text box and then click the Performance Co-Pilot (PCP) plugin.
- In the Plugins / Performance Co-Pilot pane, click Enable.
Click the Grafana icon. The Grafana Home page is displayed.
Figure 8.1. Home Dashboard
NoteThe top corner of the screen has a Settings icon, but it controls the general Dashboard settings.
In the Grafana Home page, click Add your first data source to add Valkey, PCP bpftrace, and PCP Vector data sources.
- To add PCP valkey data source, view default dashboard, create a panel, and an alert rule, see Creating panels and alerts in PCP valkey data source.
- To add pcp bpftrace data source and view the default dashboard, see Viewing the PCP bpftrace System Analysis dashboard.
- To add pcp vector data source, view the default dashboard, and to view the vector checklist, see Viewing the PCP Vector Checklist.
Optional: From the menu, hover over the admin profile icon to change the Preferences including Edit Profile, Change Password, or to Sign out.
For more information, see the
grafana-cliandgrafana-serverman pages on your system.
8.5. Configuring secure connections for Valkey and PCP Copier lienLien copié sur presse-papiers!
You can establish secure connections between Performance Co-Pilot (PCP), Grafana, and Valkey. Establishing secure connections between these components helps prevent unauthorized parties from accessing or modifying the data being collected and monitored.
Prerequisites
- PCP is installed. For more information, see Installing and enabling PCP.
- The Grafana server is configured. For more information, see Setting up a grafana-server.
- Valkey is installed. For more information, see Configuring Valkey.
-
The private client key is stored in the
/etc/valkey/client.keyfile. If you use a different path, modify the path in the corresponding steps of the procedure. For details about creating a private key, creating a certificate signing request (CSR), and requesting a certificate from a certificate authority (CA), see your CA’s documentation. -
The TLS client certificate is stored in the
/etc/valkey/client.crtfile. If you use a different path, modify the path in the corresponding steps of the procedure. -
The TLS server key is stored in the
/etc/valkey/valkey.keyfile. If you use a different path, modify the path in the corresponding steps of the procedure. -
The TLS server certificate is stored in the
/etc/valkey/valkey.crtfile. If you use a different path, modify the path in the corresponding steps of the procedure. -
The CA certificate is stored in the
/etc/valkey/ca.crtfile. If you use a different path, modify the path in the corresponding steps of the procedure. -
For the
pmproxydaemon, the private server key is stored in the/etc/pcp/tls/server.keyfile. If you use a different path, modify the path in the corresponding steps of the procedure.
Procedure
As a root user, open the
/etc/valkey/valkey.conffile and adjust the TLS/SSL options to reflect the following properties:port 0 tls-port 6379 tls-cert-file /etc/valkey/valkey.crt tls-key-file /etc/valkey/valkey.key tls-client-key-file /etc/valkey/client.key tls-client-cert-file /etc/valkey/client.crt tls-ca-cert-file /etc/valkey/ca.crtEnsure valkey can access the TLS certificates:
# su valkey -s /bin/bash -c \'ls -1 /etc/valkey/ca.crt /etc/valkey/valkey.key /etc/valkey/valkey.crt' /etc/valkey/ca.crt /etc/valkey/valkey.crt /etc/valkey/valkey.keyRestart the valkey server to apply the configuration changes:
# systemctl restart valkey
Verification
Confirm the TLS configuration works:
# valkey-cli --tls --cert /etc/valkey/client.crt \ --key /etc/valkey/client.key \ --cacert /etc/valkey/ca.crt <<< "PING"PONG Unsuccessful TLS configuration might result in the following error message: Could not negotiate a TLS connection: Invalid CA Certificate File/Directory
8.6. Creating panels and alerts in PCP Valkey data source Copier lienLien copié sur presse-papiers!
After adding the PCP Valkey data source, you can view the dashboard with an overview of useful metrics. Add a query to visualize the load graph, and create alerts that help you view system issues after they occur.
Prerequisites
- The Valkey is configured. For more information, see Configuring Valkey.
-
The
grafana-serveris accessible. For more information, see Accessing the Grafana web UI.
Procedure
- Log into the Grafana web UI.
- In the Grafana Home page, click Add your first data source.
- In the Add data source pane, type valkey in the Filter by name or type text box and then click Valkey.
In the Data Sources / Valkey pane, perform the following:
- Add http://localhost:44322 in the URL field and then click Save & Test.
Click Dashboards tab > Import > Valkey: Host Overview to see a dashboard with an overview of any useful metrics.
Figure 8.2. Valkey: Host overview
Add a new panel:
- From the menu, hover over the Create icon > Dashboard > Add new panel icon to add a panel.
-
In the Query tab, select the Valkey from the query list instead of the selected default option and in the text field of A, enter metric, for example,
kernel.all.loadto visualize the kernel load graph. - Optional: Add Panel title and Description, and update other options from the Settings.
- Click Save to apply changes and save the dashboard. Add Dashboard name.
Click Apply to apply changes and go back to the dashboard.
Figure 8.3. Valkey query panel
Create an alert rule:
- In the Valkey query panel, click Alert and then click Create Alert.
- Edit the Name, Evaluate query, and For fields from the Rule, and specify the Conditions for your alert.
Click Save to apply changes and save the dashboard. Click Apply to apply changes and go back to the dashboard.
Figure 8.4. Creating alerts in the Valkey panel
- Optional: In the same panel, scroll down and click Delete icon to delete the created rule.
- Optional: From the menu, click Alerting icon to view the created alert rules with different alert statuses, to edit the alert rule, or to pause the existing rule from the Alert Rules tab. To add a notification channel for the created alert rule to receive an alert notification from Grafana, see Adding notification channels for alerts.
8.7. Adding notification channels for alerts Copier lienLien copié sur presse-papiers!
Add notification channels to receive an alert notification from Grafana when rule conditions are met and the system requires attention. You can receive these alerts after selecting any one type from the supported list of notifiers.
The notifiers include DingDing, Discord, Email, Google Hangouts Chat, HipChat, Kafka REST Proxy, LINE, Microsoft Teams, OpsGenie, PagerDuty, Prometheus Alertmanager, Pushover, Sensu, Slack, Telegram, Threema Gateway, VictorOps, and webhook.
Prerequisites
-
The
grafana-serveris accessible. For more information, see Accessing the Grafana web UI. - An alert rule is created. For more information, see Creating panels and alerts in PCP valkey data source.
Configured SMTP and added a valid sender’s email address in the
grafana/grafana.inifile, for example:# vi /etc/grafana/grafana.ini[smtp] enabled = true from_address = abc@gmail.comReplace abc@gmail.com by a valid email address.
Restarted grafana-server after changing the configurations:
# systemctl restart grafana-server.service
Procedure
- From the menu, hover over the Alerting icon > click Notification channels > Add channel.
In the Add notification channel details pane, perform the following:
- Enter your name in the Name text box.
-
Select the communication Type, for example, Email and enter the email address. You can add multiple email addresses using the
;separator. - Optional: Configure Optional Email settings and Notification settings.
- Click Save.
Select a notification channel in the alert rule:
- From the menu, hover over the Alerting icon and then click Alert rules.
- From the Alert Rules tab, click the created alert rule.
- On the Notifications tab, select your notification channel name from the Send to option, and then add an alert message.
- Click Apply.
8.8. Setting up authentication between PCP components Copier lienLien copié sur presse-papiers!
You can configure authentication by using the scram-sha-256 authentication mechanism. It is supported by PCP through the Simple Authentication Security Layer (SASL) framework.
Procedure
Install the SASL framework for the
scram-sha-256authentication mechanism:# dnf install cyrus-sasl-scram cyrus-sasl-libSpecify the supported authentication mechanism and the user database path in the
pmcd.conffile:# vi /etc/sasl2/pmcd.confmech_list: scram-sha-256 sasldb_path: /etc/pcp/passwd.dbCreate a new user:
# useradd -r metricsReplace metrics by your user name.
Add the created user in the user database:
# saslpasswd2 -a pmcd metricsPassword: Again (for verification):To add the created user, it is required to enter the metrics account password.
Set the permissions of the user database:
# chown root:pcp /etc/pcp/passwd.db# chmod 640 /etc/pcp/passwd.dbRestart the pmcd service:
# systemctl restart pmcd
Verification
Verify the SASL configuration:
# pminfo -f -h "pcp://127.0.0.1?username=metrics" disk.dev.readPassword: disk.dev.read inst [0 or "sda"] value 19540
8.9. Installing PCP bpftrace Copier lienLien copié sur presse-papiers!
You can install the PCP bpftrace agent to introspect a system and to gather metrics from the kernel and user-space tracepoints. The bpftrace agent uses bpftrace scripts to gather the metrics. The bpftrace scripts use the enhanced Berkeley Packet Filter (eBPF).
Prerequisites
- PCP is configured. For more information, see Setting up PCP with pcp-zeroconf.
-
The
grafana-serveris configured. For more information, see Setting up a grafana-server. -
The
scram-sha-256authentication mechanism is configured. For more information, see Setting up authentication between PCP components.
Procedure
Install the
pcp-pmda-bpftracepackage:# dnf install pcp-pmda-bpftraceEdit the bpftrace.conf file and add the user:
# vi /var/lib/pcp/pmdas/bpftrace/bpftrace.conf[dynamic_scripts] enabled = true auth_enabled = true allowed_users = root,metricsReplace metrics by your user name from Setting up authentication between PCP components.
Install
bpftracePMDA:# cd /var/lib/pcp/pmdas/bpftrace/# ./InstallUpdating the Performance Metrics Name Space (PMNS) ... Terminate PMDA if already installed ... Updating the PMCD control file, and notifying PMCD … Check bpftrace metrics have appeared ... 7 metrics and 6 valuesThe
pmda-bpftraceis now installed, and can only be used after authenticating your user. For more information, see Viewing the PCP bpftrace System Analysis dashboard.
8.10. Viewing the PCP bpftrace System Analysis dashboard Copier lienLien copié sur presse-papiers!
The PCP bpftrace data source accesses live data unavailable through standard pmlogger instances or archives. In the PCP bpftrace data source, view the dashboard with an overview of useful metrics.
Prerequisites
-
The PCP
bpftraceis installed. For more information, see Installing PCP bpftrace. -
The
grafana-serveris configured. For more information, see Setting up a grafana-server.
Procedure
- Log into the Grafana web UI.
- In the Grafana Home page, click Add your first data source.
-
In the Add data source pane, type
bpftracein the Filter by name or type text box and then click PCP bpftrace. In the Data Sources / PCP bpftrace pane, perform the following:
- Add http://localhost:44322 in the URL field.
- Toggle the Basic Auth option and add the created user credentials in the User and Password field.
Click Save & Test.
Figure 8.5. Adding PCP bpftrace in the data source
Click Dashboards tab > Import > PCP bpftrace: System Analysis to see a dashboard with an overview of any useful metrics.
Figure 8.6. PCP bpftrace: System Analysis
8.11. Installing PCP Vector Copier lienLien copié sur presse-papiers!
You must install pcp vector before you start using it.
Prerequisites
- PCP is configured. For more information, see Setting up PCP with pcp-zeroconf.
-
The
grafana-serveris configured. For more information, see Setting up a grafana-server.
Procedure
Install the bcc PMDA:
# cd /var/lib/pcp/pmdas/bcc# ./Install[Wed Apr 1 00:27:48] pmdabcc(22341) Info: Initializing, currently in 'notready' state. [Wed Apr 1 00:27:48] pmdabcc(22341) Info: Enabled modules: [Wed Apr 1 00:27:48] pmdabcc(22341) Info: ['biolatency', 'sysfork', [...] Updating the Performance Metrics Name Space (PMNS) ... Terminate PMDA if already installed ... Updating the PMCD control file, and notifying PMCD … Check bcc metrics have appeared ... 1 warnings, 1 metrics and 0 values
8.12. Viewing the PCP Vector Checklist Copier lienLien copié sur presse-papiers!
The PCP Vector data source displays live metrics and uses the pcp metrics. It analyzes data for individual hosts. After adding the PCP Vector data source, view the dashboard with an overview of useful metrics. Also, view related troubleshooting or reference links in the checklist.
Prerequisites
- The PCP Vector is installed. For more information, see Installing PCP Vector.
-
The
grafana-serveris accessible. For more information, see Accessing the Grafana web UI.
Procedure
- Log into the Grafana web UI.
- In the Grafana Home page, click Add your first data source.
- In the Add data source pane, type vector in the Filter by name or type text box and then click PCP Vector.
In the Data Sources / PCP Vector pane, perform the following:
- Add http://localhost:44322 in the URL field and then click Save & Test.
Click Dashboards tab > Import * PCP Vector: Host Overview to see a dashboard with an overview of any useful metrics.
Figure 8.7. PCP Vector: Host Overview
From the menu, hover over the Performance Co-Pilot plugin and then click PCP Vector Checklist.
In the PCP checklist, click help or warning icon to view the related troubleshooting or reference links.
Figure 8.8. Performance Co-Pilot / PCP Vector Checklist
8.13. Using heatmaps in Grafana Copier lienLien copié sur presse-papiers!
Use heatmaps in Grafana to view data as histograms, identify trends and patterns in your data, and see how they change over time. Each heatmap column is a histogram, with cell colors showing the density of observations.
Prerequisites
- Valkey is configured. For more information see Configuring Valkey.
-
The
grafana-serveris accessible. For more information, see Accessing the Grafana web UI. - The PCP valkey data source is configured. For more information see Creating panels and alerts in PCP Valkey data source.
Procedure
- Hover the cursor over the Dashboards tab and click + New dashboard.
- In the Add panel menu, click Add a new panel.
In the Query tab:
- Select Valkey from the query list instead of the selected default option.
-
In the text field of A, enter a metric, for example,
kernel.all.loadto visualize the kernel load graph.
- Click the visualization dropdown menu, which is set to Time series by default, and then click Heatmap.
- Optional: In the Panel Options dropdown menu, add a Panel Title and Description.
In the Heatmap dropdown menu, under the Calculate from data setting, click Yes.
Figure 8.9. Heatmap
- Optional: In the Colors dropdown menu, change the Scheme from the default Orange and select the number of steps (color shades).
Optional: In the Tooltip dropdown menu, under the Show histogram (Y Axis) setting, click the toggle to display a cell’s position within its specific histogram when hovering your cursor over a cell in the heatmap. For example:
8.14. Managing SELinux booleans for Grafana Copier lienLien copié sur presse-papiers!
The grafana-selinux subpackage includes several SELinux booleans that control Grafana’s access to external services. These booleans are off by default. You can turn them on or off based on your system requirements.
Prerequisites
-
You have installed
grafana-selinuxsubpackage. - You have root privileges.
Procedure
View all Grafana-related SELinux booleans:
# semanage boolean -l | grep grafanaEnable a SELinux boolean:
# setsebool [-P] <boolean_name> on- Replace <boolean_name> with the name of the SELinux boolean you want to enable.
- Use the -P option to make the change persistent across system reboots.
Optional: Turn off any SELinux option:
# setsebool [-P] <boolean_name> off
8.15. Troubleshooting Grafana issues Copier lienLien copié sur presse-papiers!
At times, it is necessary to troubleshoot Grafana issues, such as Grafana not displaying data, a black dashboard, or similar issues.
Procedure
Verify that the
pmloggerservice is up and running by executing the following command:$ systemctl status pmloggerVerify if files were created or modified to the disk by executing the following command:
$ ls /var/log/pcp/pmlogger/$(hostname)/ -rlttotal 4024 -rw-r--r--. 1 pcp pcp 45996 Oct 13 2019 20191013.20.07.meta.xz -rw-r--r--. 1 pcp pcp 412 Oct 13 2019 20191013.20.07.index -rw-r--r--. 1 pcp pcp 32188 Oct 13 2019 20191013.20.07.0.xz -rw-r--r--. 1 pcp pcp 44756 Oct 13 2019 20191013.20.30-00.meta.xz [..]Verify that the
pmproxyservice is running by executing the following command:$ systemctl status pmproxyVerify that
pmproxyis running, time series support is enabled, and a connection to valkey is established by viewing the/var/log/pcp/pmproxy/pmproxy.logfile. Ensure that it contains the following text:pmproxy(1716) Info: valkey slots, command keys, schema version setup Here, 1716 is the PID of pmproxy, which will be different for every invocation of pmproxy. Verify if the valkey database contains any keys by executing the following command: $ valkey-cli dbsize (integer) 34837Verify if any PCP metrics are in the valkey database and pmproxy is able to access them by executing the following commands:
$ pmseries disk.dev.read2eb3e58d8f1e231361fb15cf1aa26fe534b4d9df $ pmseries "disk.dev.read[count:10]" 2eb3e58d8f1e231361fb15cf1aa26fe534b4d9df [Mon Jul 26 12:21:10.085468000 2021] 117971 70e83e88d4e1857a3a31605c6d1333755f2dd17c [Mon Jul 26 12:21:00.087401000 2021] 117758 70e83e88d4e1857a3a31605c6d1333755f2dd17c [Mon Jul 26 12:20:50.085738000 2021] 116688 70e83e88d4e1857a3a31605c6d1333755f2dd17c [...] $ valkey-cli --scan --pattern "*$(pmseries 'disk.dev.read')" pcp:metric.name:series:2eb3e58d8f1e231361fb15cf1aa26fe534b4d9df pcp:values:series:2eb3e58d8f1e231361fb15cf1aa26fe534b4d9df pcp:desc:series:2eb3e58d8f1e231361fb15cf1aa26fe534b4d9df pcp:labelvalue:series:2eb3e58d8f1e231361fb15cf1aa26fe534b4d9df pcp:instances:series:2eb3e58d8f1e231361fb15cf1aa26fe534b4d9df pcp:labelflags:series:2eb3e58d8f1e231361fb15cf1aa26fe534b4d9dfVerify if there are any errors in the Grafana logs by executing the following command:
$ journalctl -e -u grafana-server-- Logs begin at Mon 2021-07-26 11:55:10 IST, end at Mon 2021-07-26 12:30:15 IST. -- Jul 26 11:55:17 localhost.localdomain systemd[1]: Starting Grafana instance... Jul 26 11:55:17 localhost.localdomain grafana-server[1171]: t=2021-07-26T11:55:17+0530 lvl=info msg="Starting Grafana" logger=server version=7.3.6 c> Jul 26 11:55:17 localhost.localdomain grafana-server[1171]: t=2021-07-26T11:55:17+0530 lvl=info msg="Config loaded from" logger=settings file=/usr/s> Jul 26 11:55:17 localhost.localdomain grafana-server[1171]: t=2021-07-26T11:55:17+0530 lvl=info msg="Config loaded from" logger=settings file=/etc/g> [...]