[
https://issues.apache.org/jira/browse/SPARK-33564?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
]
Paulo Roberto de Oliveira Castro updated SPARK-33564:
-----------------------------------------------------
Description:
Following the [PR|https://github.com/apache/spark/pull/25769] that introduced
the Prometheus sink, I downloaded the {{spark-3.0.1-bin-hadoop2.7.tgz}} (also
tested with 3.0.0), uncompressed the tgz and created a file called
\{{metrics.properties __ }}adding this content:
{{*.sink.prometheusServlet.class=org.apache.spark.metrics.sink.PrometheusServlet}}
{{*.sink.prometheusServlet.path=/metrics/prometheus
master.sink.prometheusServlet.path=/metrics/master/prometheus
applications.sink.prometheusServlet.path=/metrics/applications/prometheus}}
Then I ran:
{{$ sbin/start-master.sh}}
{{$ sbin/start-slave.sh spark://`hostname`:7077}}
{{$ bin/spark-shell --master spark://`hostname`:7077
--files=./metrics.properties --conf spark.metrics.conf=./metrics.properties}}
{{The Spark shell opens without problems:}}
{quote}20/11/25 17:36:07 WARN NativeCodeLoader: Unable to load native-hadoop
library for your platform... using builtin-java classes where applicable
Using Spark's default log4j profile: org/apache/spark/log4j-defaults.properties
Setting default log level to "WARN".
To adjust logging level use sc.setLogLevel(newLevel). For SparkR, use
setLogLevel(newLevel).
Spark context Web UI available at
[http://192.168.0.6:4040|http://192.168.0.6:4040/]
Spark context available as 'sc' (master =
spark://MacBook-Pro-de-Paulo-2.local:7077, app id = app-20201125173618-0002).
Spark session available as 'spark'.
Welcome to
____ __
/ __/_ ____ _____/ /__
_\ \/ _ \/ _ `/ __/ '_/
/___/ .__/_,_/_/ /_/_\ version 3.0.0
/_/
Using Scala version 2.12.10 (OpenJDK 64-Bit Server VM, Java 1.8.0_212)
Type in expressions to have them evaluated.
Type :help for more information.
scala>
{quote}
{{And when I try to fetch prometheus metrics for driver, everything works
fine:}}
{quote}$ curl -s [http://localhost:4040/metrics/prometheus/] | head -n 5
metrics_app_20201125173618_0002_driver_BlockManager_disk_diskSpaceUsed_MB_Number\{type="gauges"}
0
metrics_app_20201125173618_0002_driver_BlockManager_disk_diskSpaceUsed_MB_Value\{type="gauges"}
0
metrics_app_20201125173618_0002_driver_BlockManager_memory_maxMem_MB_Number\{type="gauges"}
732
metrics_app_20201125173618_0002_driver_BlockManager_memory_maxMem_MB_Value\{type="gauges"}
732
metrics_app_20201125173618_0002_driver_BlockManager_memory_maxOffHeapMem_MB_Number\{type="gauges"}
0
{quote}
*The problem appears when I try accessing master metrics*, and I get the
following problem:
{quote}$ curl -s [http://localhost:8080/metrics/master/prometheus]
<!DOCTYPE html><html>
<head>
<meta http-equiv="Content-type" content="text/html;
charset=utf-8"/><link rel="stylesheet" href="/static/bootstrap.min.css"
type="text/css"/><link rel="stylesheet"
href="/static/vis-timeline-graph2d.min.css" type="text/css"/><link
rel="stylesheet" href="/static/webui.css" type="text/css"/><link
rel="stylesheet" href="/static/timeline-view.css" type="text/css"/><script
src="/static/sorttable.js"></script><script
src="/static/jquery-3.4.1.min.js"></script><script
src="/static/vis-timeline-graph2d.min.js"></script><script
src="/static/bootstrap-tooltip.js"></script><script
src="/static/initialize-tooltips.js"></script><script
src="/static/table.js"></script><script
src="/static/timeline-view.js"></script><script
src="/static/log-view.js"></script><script
src="/static/webui.js"></script><script>setUIRoot('')</script>
<link rel="shortcut icon"
href="/static/spark-logo-77x50px-hd.png"></link>
<title>Spark Master at spark://MacBook-Pro-de-Paulo-2.local:7077</title>
</head>
<body>
<div class="container-fluid">
<div class="row-fluid">
<div class="span12">
<h3 style="vertical-align: middle; display: inline-block;">
<a style="text-decoration: none" href="/">
<img src="/static/spark-logo-77x50px-hd.png"/>
<span class="version" style="margin-right: 15px;">3.0.0</span>
</a>
Spark Master at spark://MacBook-Pro-de-Paulo-2.local:7077
</h3>
</div>
</div>
<div class="row-fluid">
<div class="span12">
<ul class="unstyled">
<li><strong>URL:</strong>
spark://MacBook-Pro-de-Paulo-2.local:7077</li>
...
{quote}
The same happens for all of those here:
{quote}{{$ curl -s [http://localhost:8080/metrics/applications/prometheus/]}}
{{$ curl -s [http://localhost:8081/metrics/prometheus/]}}
{quote}
Instead, *I expected metrics in prometheus metrics*. All related JSON endpoints
seem to be working fine.
was:
Following the [PR|https://github.com/apache/spark/pull/25769] that introduced
the Prometheus sink, I downloaded the {{spark-3.0.1-bin-hadoop2.7.tgz}} (also
tested with 3.0.0), uncompressed the tgz and created a file called
{{metrics.properties __ }}adding this content:
{{}}
{{*.sink.prometheusServlet.class=org.apache.spark.metrics.sink.PrometheusServlet}}
{{*.sink.prometheusServlet.path=/metrics/prometheus
master.sink.prometheusServlet.path=/metrics/master/prometheus
applications.sink.prometheusServlet.path=/metrics/applications/prometheus}}
Then I ran:
{{$ sbin/start-master.sh}}
{{$ sbin/start-slave.sh spark://`hostname`:7077}}
{{$ bin/spark-shell --master spark://`hostname`:7077
--files=./metrics.properties --conf spark.metrics.conf=./metrics.properties}}
{{The Spark shell opens without problems:}}
{{}}
{quote}20/11/25 17:36:07 WARN NativeCodeLoader: Unable to load native-hadoop
library for your platform... using builtin-java classes where applicable
{{}}
Using Spark's default log4j profile: org/apache/spark/log4j-defaults.properties
{{}}
Setting default log level to "WARN".
{{}}
To adjust logging level use sc.setLogLevel(newLevel). For SparkR, use
setLogLevel(newLevel).
{{}}
Spark context Web UI available at http://192.168.0.6:4040
{{}}
Spark context available as 'sc' (master =
spark://MacBook-Pro-de-Paulo-2.local:7077, app id = app-20201125173618-0002).
{{}}
Spark session available as 'spark'.
{{}}
Welcome to
{{}}
____ __
{{}}
/ __/__ ___ _____/ /__
{{}}
_\ \/ _ \/ _ `/ __/ '_/
{{}}
/___/ .__/\_,_/_/ /_/\_\ version 3.0.0
{{}}
/_/
{{}}
{{}}
Using Scala version 2.12.10 (OpenJDK 64-Bit Server VM, Java 1.8.0_212)
{{}}
Type in expressions to have them evaluated.
{{}}
Type :help for more information.
{{}}
{{}}
scala>
{quote}
{{And when I try to fetch prometheus metrics for driver, everything works
fine:}}
{quote}$ curl -s http://localhost:4040/metrics/prometheus/ | head -n 5
metrics_app_20201125173618_0002_driver_BlockManager_disk_diskSpaceUsed_MB_Number\{type="gauges"}
0
metrics_app_20201125173618_0002_driver_BlockManager_disk_diskSpaceUsed_MB_Value\{type="gauges"}
0
metrics_app_20201125173618_0002_driver_BlockManager_memory_maxMem_MB_Number\{type="gauges"}
732
metrics_app_20201125173618_0002_driver_BlockManager_memory_maxMem_MB_Value\{type="gauges"}
732
metrics_app_20201125173618_0002_driver_BlockManager_memory_maxOffHeapMem_MB_Number\{type="gauges"}
0
{quote}
*The problem appears when I try accessing master metrics*, and I get the
following problem:
{quote}$ curl -s http://localhost:8080/metrics/master/prometheus
<!DOCTYPE html><html>
<head>
<meta http-equiv="Content-type" content="text/html;
charset=utf-8"/><link rel="stylesheet" href="/static/bootstrap.min.css"
type="text/css"/><link rel="stylesheet"
href="/static/vis-timeline-graph2d.min.css" type="text/css"/><link
rel="stylesheet" href="/static/webui.css" type="text/css"/><link
rel="stylesheet" href="/static/timeline-view.css" type="text/css"/><script
src="/static/sorttable.js"></script><script
src="/static/jquery-3.4.1.min.js"></script><script
src="/static/vis-timeline-graph2d.min.js"></script><script
src="/static/bootstrap-tooltip.js"></script><script
src="/static/initialize-tooltips.js"></script><script
src="/static/table.js"></script><script
src="/static/timeline-view.js"></script><script
src="/static/log-view.js"></script><script
src="/static/webui.js"></script><script>setUIRoot('')</script>
<link rel="shortcut icon"
href="/static/spark-logo-77x50px-hd.png"></link>
<title>Spark Master at spark://MacBook-Pro-de-Paulo-2.local:7077</title>
</head>
<body>
<div class="container-fluid">
<div class="row-fluid">
<div class="span12">
<h3 style="vertical-align: middle; display: inline-block;">
<a style="text-decoration: none" href="/">
<img src="/static/spark-logo-77x50px-hd.png"/>
<span class="version" style="margin-right: 15px;">3.0.0</span>
</a>
Spark Master at spark://MacBook-Pro-de-Paulo-2.local:7077
</h3>
</div>
</div>
<div class="row-fluid">
<div class="span12">
<ul class="unstyled">
<li><strong>URL:</strong>
spark://MacBook-Pro-de-Paulo-2.local:7077</li>
...
{quote}
The same happens for all of those here:
{quote}{{$ curl -s [http://localhost:8080/metrics/applications/prometheus/]}}
{{$ curl -s [http://localhost:8081/metrics/prometheus/]}}
{quote}
Instead, *I expected metrics in prometheus metrics*. All related JSON endpoints
seem to be working fine.
{{}}
> Prometheus metrics for Master and Worker isn't working
> -------------------------------------------------------
>
> Key: SPARK-33564
> URL: https://issues.apache.org/jira/browse/SPARK-33564
> Project: Spark
> Issue Type: Bug
> Components: Spark Core, Spark Shell
> Affects Versions: 3.0.0, 3.0.1
> Reporter: Paulo Roberto de Oliveira Castro
> Priority: Major
> Labels: Metrics, metrics, prometheus
>
> Following the [PR|https://github.com/apache/spark/pull/25769] that introduced
> the Prometheus sink, I downloaded the {{spark-3.0.1-bin-hadoop2.7.tgz}}
> (also tested with 3.0.0), uncompressed the tgz and created a file called
> \{{metrics.properties __ }}adding this content:
>
> {{*.sink.prometheusServlet.class=org.apache.spark.metrics.sink.PrometheusServlet}}
> {{*.sink.prometheusServlet.path=/metrics/prometheus
> master.sink.prometheusServlet.path=/metrics/master/prometheus
> applications.sink.prometheusServlet.path=/metrics/applications/prometheus}}
> Then I ran:
> {{$ sbin/start-master.sh}}
> {{$ sbin/start-slave.sh spark://`hostname`:7077}}
> {{$ bin/spark-shell --master spark://`hostname`:7077
> --files=./metrics.properties --conf spark.metrics.conf=./metrics.properties}}
> {{The Spark shell opens without problems:}}
> {quote}20/11/25 17:36:07 WARN NativeCodeLoader: Unable to load native-hadoop
> library for your platform... using builtin-java classes where applicable
> Using Spark's default log4j profile:
> org/apache/spark/log4j-defaults.properties
> Setting default log level to "WARN".
> To adjust logging level use sc.setLogLevel(newLevel). For SparkR, use
> setLogLevel(newLevel).
> Spark context Web UI available at
> [http://192.168.0.6:4040|http://192.168.0.6:4040/]
> Spark context available as 'sc' (master =
> spark://MacBook-Pro-de-Paulo-2.local:7077, app id = app-20201125173618-0002).
> Spark session available as 'spark'.
> Welcome to
> ____ __
> / __/_ ____ _____/ /__
> _\ \/ _ \/ _ `/ __/ '_/
> /___/ .__/_,_/_/ /_/_\ version 3.0.0
> /_/
>
> Using Scala version 2.12.10 (OpenJDK 64-Bit Server VM, Java 1.8.0_212)
> Type in expressions to have them evaluated.
> Type :help for more information.
> scala>
> {quote}
> {{And when I try to fetch prometheus metrics for driver, everything works
> fine:}}
> {quote}$ curl -s [http://localhost:4040/metrics/prometheus/] | head -n 5
> metrics_app_20201125173618_0002_driver_BlockManager_disk_diskSpaceUsed_MB_Number\{type="gauges"}
> 0
> metrics_app_20201125173618_0002_driver_BlockManager_disk_diskSpaceUsed_MB_Value\{type="gauges"}
> 0
> metrics_app_20201125173618_0002_driver_BlockManager_memory_maxMem_MB_Number\{type="gauges"}
> 732
> metrics_app_20201125173618_0002_driver_BlockManager_memory_maxMem_MB_Value\{type="gauges"}
> 732
> metrics_app_20201125173618_0002_driver_BlockManager_memory_maxOffHeapMem_MB_Number\{type="gauges"}
> 0
> {quote}
> *The problem appears when I try accessing master metrics*, and I get the
> following problem:
> {quote}$ curl -s [http://localhost:8080/metrics/master/prometheus]
> <!DOCTYPE html><html>
> <head>
> <meta http-equiv="Content-type" content="text/html;
> charset=utf-8"/><link rel="stylesheet" href="/static/bootstrap.min.css"
> type="text/css"/><link rel="stylesheet"
> href="/static/vis-timeline-graph2d.min.css" type="text/css"/><link
> rel="stylesheet" href="/static/webui.css" type="text/css"/><link
> rel="stylesheet" href="/static/timeline-view.css" type="text/css"/><script
> src="/static/sorttable.js"></script><script
> src="/static/jquery-3.4.1.min.js"></script><script
> src="/static/vis-timeline-graph2d.min.js"></script><script
> src="/static/bootstrap-tooltip.js"></script><script
> src="/static/initialize-tooltips.js"></script><script
> src="/static/table.js"></script><script
> src="/static/timeline-view.js"></script><script
> src="/static/log-view.js"></script><script
> src="/static/webui.js"></script><script>setUIRoot('')</script>
>
> <link rel="shortcut icon"
> href="/static/spark-logo-77x50px-hd.png"></link>
> <title>Spark Master at
> spark://MacBook-Pro-de-Paulo-2.local:7077</title>
> </head>
> <body>
> <div class="container-fluid">
> <div class="row-fluid">
> <div class="span12">
> <h3 style="vertical-align: middle; display: inline-block;">
> <a style="text-decoration: none" href="/">
> <img src="/static/spark-logo-77x50px-hd.png"/>
> <span class="version" style="margin-right:
> 15px;">3.0.0</span>
> </a>
> Spark Master at spark://MacBook-Pro-de-Paulo-2.local:7077
> </h3>
> </div>
> </div>
> <div class="row-fluid">
> <div class="span12">
> <ul class="unstyled">
> <li><strong>URL:</strong>
> spark://MacBook-Pro-de-Paulo-2.local:7077</li>
> ...
> {quote}
> The same happens for all of those here:
> {quote}{{$ curl -s [http://localhost:8080/metrics/applications/prometheus/]}}
> {{$ curl -s [http://localhost:8081/metrics/prometheus/]}}
> {quote}
> Instead, *I expected metrics in prometheus metrics*. All related JSON
> endpoints seem to be working fine.
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