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JFR Datasource for Grafana

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jfr-datasource

Quay Repository

Build Status

This demonstrates how a simple JSON data source can be used in Grafana to read the events from a JFR file.

Usage

Dependencies

For native image support, GraalVM for Java 21 is needed with the environment variable GRAALVM_HOME set to its path. It can be downloaded from:

https://github.com/graalvm/graalvm-ce-builds/releases

After downloading, run

/path/to/graal-install/bin/gu install native-image

libz.a is also required to complete native image builds. On Fedora, dnf install zlib-devel.

For containers, podman is required. Installation instructions are here:

https://podman.io/getting-started/installation.html

Build and run locally

This project uses Quarkus, which can produce a JAR to run in a JVM (JDK 21+), or an executable native image.

To build a JAR:

./mvnw clean verify

To build a native image instead:

./mvnw -Pnative clean verify

Native image builds may use more than 4G of RAM to finish.

To build a native image within a container, for a consistent environment:

./mvnw -Pnative -Dquarkus.native.container-build=true -Dquarkus.native.container-runtime=podman \
-Dquarkus.native.builder-image=quay.io/quarkus/ubi-quarkus-mandrel-builder-image:jdk-21 \
clean verify

Run the server

If you built a JAR:

java -jar target/quarkus-app/quarkus-run.jar

If you built a native image:

./target/jfr-datasource-*-runner

Run Grafana

  • Install SimpleJson data source if not already installed via
grafana-cli --pluginsDir <path-to-your-plugins-directory> plugins install grafana-simple-json-datasource
  • Add a SimpleJson data source
  • Set the URL to the jfr-datasource (default: http://localhost:8080)
  • Create a panel that pulls from the data source and plots a timeseries

Building a container image

This project comes with a Dockerfile to produce a container image with the native image result.

podman build -f src/main/docker/Dockerfile.native -t quay.io/cryostat/jfr-datasource .

To produce a container image of the JVM mode result:

podman build -f src/main/docker/Dockerfile.jvm -t quay.io/cryostat/jfr-datasource .

API

JFR Endpoints

GET /

Responds with 200 OK. Used to verify if the server is available.

CURL Example

$ curl "localhost:8080/"

POST /upload

Expects a JFR file upload. Used to upload a JFR file to the server. Responds with the uploaded filename.

If overwrite query parameter is set to true, the uploaded file will overwrite the existing one with the same name.

The webserver sets a default maximum file upload size of 10GB (application.properties: quarkus.http.limits.max-body-size=10G). This can be overridden on a deployed instance by setting the environment variable QUARKUS_HTTP_LIMITS_MAX_BODY_SIZE and restarting the instance.

CURL Example

$ curl -F "file=@/home/user/some-file.jfr" "localhost:8080/upload"

It is also possible to bypass this webserver HTTP body size limit by copying the large JFR file directly into the webserver's filesystem storage location. This location is defined as (application.properties: quarkus.http.body.uploads-directory=${java.io.tmpdir}${file.separator}jfr-file-uploads), or /tmp/jfr-file-uploads. The following example assumes that the logged in user has sufficient permissions and that the jfr-datasource container has an OpenShift Service and Route exposing it to traffic from outside the cluster.

oc and CURL Example

$ oc cp my-large-file.jfr cryostat-sample-79cc897c8-smcrg:/tmp/jfr-file-uploads/my-large-file.jfr -c cryostat-sample-jfr-datasource
$ curl -X POST --data "my-large-file.jfr" "https://cryostat-sample-jfr-datasource-myproject.apps-crc.testing/set"

POST /set

Sets a JFR file for querying requests. Expects file name specified via POST body.

CURL Example

$ curl -X POST --data "some-file" "localhost:8080/set"

POST /load

Expects a JFR file upload. Performs Upload and Set in sequence. Responds with the uploaded and selected filename.

If overwrite query parameter is set to true, the uploaded file will overwrite the existing one with the same name.

The webserver sets a default maximum file upload size. If the file to be uploaded exceeds this size then either the limit can be raised or the /load operation can be decomposed into two steps and the size limit worked around. See the documentation for POST /upload for further detail.

CURL Example

$ curl -F "file=@/home/user/some-file.jfr" "localhost:8080/load"

GET /list

Lists files available for Set. If a file is currently Set, it is highlighted with enclosing double asterisks **<filename>.jfr**

CURL Example

$ curl "localhost:8080/list"

file1.jfr
file2.jfr
**setFile.jfr**

GET /current

Responds with the name of the currently Set file.

CURL Example

$ curl "localhost:8080/current"

setFile.jfr

DELETE /delete

Deletes an individual JFR file. Expects file name specified via DELETE body. If the specified file was Set, then it is unset.

CURL Example

$ curl -X DELETE --data "some-file" "localhost:8080/delete"

DELETE /delete_all

Delete all JFR files.

CURL Example

$ curl -X DELETE "localhost:8080/delete_all"

Query Endpoints

These endpoints match those used by the Grafana Simple JSON datasource.

POST /search

Responds with a JSON array containing selectable values of an event field (e.g. jdk.ObjectAllocationSample.objectClass) specified in the JSON body's target field. Used to define available selections for dashboard variables.

If target is set to *, responds with all selectable event fields.

CURL Example

$ curl -X POST --data '{ "target": "jdk.ObjectAllocationSample.objectClass" }' "localhost:8080/search"

POST /query

Responds with a JSON array containing data points for a query. The query body format matches that of the Grafana Simple JSON datasource.

The target field can have parameters to filter matching data points If there is no parameter, no matching is performed. If a parameter is specified with "*", matching is done for all possible value of that parameter.

CURL Example

$ curl -X POST --data '{ "target": "jdk.ObjectAllocationSample.weight?objectClass=java.util.HashSet", ...}' "localhost:8080/query"

Supported JFR Events

This is a list of event attributes which work 'out-of-the-box' with this datasource. These are generally speaking any numerical timeseries-like event.

jdk.ActiveRecording.endTime
jdk.ActiveRecording.recordingDuration
jdk.ActiveRecording.recordingStart

jdk.BiasedLockClassRevocation.duration
jdk.BiasedLockRevocation.duration
jdk.BiasedLockSelfRevocation.duration

jdk.ClassLoaderStatistics.anonymousBlockSize
jdk.ClassLoaderStatistics.anonymousChunkSize
jdk.ClassLoaderStatistics.anonymousClassCount
jdk.ClassLoaderStatistics.blockSize
jdk.ClassLoaderStatistics.chunkSize
jdk.ClassLoaderStatistics.classCount

jdk.ClassLoadingStatistics.loadedClassCount

jdk.CodeCacheConfiguration.expansionSize
jdk.CodeCacheConfiguration.initialSize
jdk.CodeCacheConfiguration.minBlockLength
jdk.CodeCacheConfiguration.nonNMethodSize
jdk.CodeCacheConfiguration.nonProfiledSize
jdk.CodeCacheConfiguration.profiledSize
jdk.CodeCacheConfiguration.reservedSize

jdk.CodeSweeperStatistics.methodReclaimedCount
jdk.CodeSweeperStatistics.peakFractionTime
jdk.CodeSweeperStatistics.peakSweepTime
jdk.CodeSweeperStatistics.sweepCount
jdk.CodeSweeperStatistics.totalSweepTime

jdk.CompilerConfiguration.threadCount

jdk.CompilerStatistics.compileCount
jdk.CompilerStatistics.bailoutCount
jdk.CompilerStatistics.invalidatedCount
jdk.CompilerStatistics.osrCompileCount
jdk.CompilerStatistics.standardCompileCount
jdk.CompilerStatistics.osrBytesCompiled
jdk.CompilerStatistics.standardBytesCompiled
jdk.CompilerStatistics.nmetodsSize
jdk.CompilerStatistics.nmetodCodeSize
jdk.CompilerStatistics.peakTimeSpent
jdk.CompilerStatistics.totalTimeSpent

jdk.CPUInformation.sockets
jdk.CPUInformation.cores
jdk.CPUInformation.hwThreads

jdk.CPULoad.jvmSystem
jdk.CPULoad.jvmUser
jdk.CPULoad.machineTotal

jdk.CPUTimestampCounter.osFrequency
jdk.CPUTimestampCounter.fastTimeFrequency

jdk.DataLoss.amount
jdk.DataLoss.total

jdk.ExceptionStatistics.throwables

jdk.GCConfiguration
jdk.GCHeapConfiguration
jdk.GCSurvivorConfiguration
jdk.GCTLABConfiguration

jdk.G1EvacuationOldStatistics
jdk.G1EvacuationYoungStatistics

jdk.JavaThreadStatistics.accumulatedCount
jdk.JavaThreadStatistics.activeCount
jdk.JavaThreadStatistics.daemonCount
jdk.JavaThreadStatistics.peakCount

jdk.YoungGenerationConfiguration


jdk.MetaspaceGCThreshold

jdk.JVMInformation

jdk.PhysicalMemory

jdk.ThreadContextSwitchRate

jdk.ObjectAllocationSample.eventThread
jdk.ObjectAllocationSample.stackTrace
jdk.ObjectAllocationSample.objectClass
jdk.ObjectAllocationSample.weight

Unsupported JFR Events

This is a list of events which have no attributes that work out-of-the-box or no relevant attributes when visualized in Grafana.

jdk.ActiveSetting
jdk.AllocationRequiringGC
jdk.BooleanFlag
jdk.BooleanFlagChanged
jdk.ClassDefine
jdk.ClassLoad
jdk.ClassUnload
jdk.CodeCacheFull
jdk.CodeCacheStatistics
jdk.CodeSweeperConfiguration
** jdk.Compilation
jdk.CompilationFailure
** jdk.CompilerInlining
jdk.CompilerPhase
jdk.ConcurrentModeFailure
jdk.DoubleFlag
jdk.DoubleFlagChanged