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Posted to dev@gobblin.apache.org by "Zhang, Xiuzhu(AWF)" <xi...@paypal.com.INVALID> on 2018/06/11 09:19:21 UTC
Gobblin Metrics
Hi,
Concerning gobblin metrics function, I am encounter a strange issue. I write some self-definite metrics using MetricContext object by InstrumentedExtractor and InstrumentedDataWriter. Running it at standalone and mapreduce mode, after job completed just only standalone have the metrics information in gobblin_task_metrics table I don't understand why haven't the metrics under mapreduce mode.
Have anyone know where need to care about it?
I use it as follows :
xxxExtractor extends InstrumentedExtractor<xxx, xxx> {
private MetricContext metricContext;
public xxxExtractor(WorkUnitState state){
this.metricContext=this.getMetricContext();
}
Private void xxx(){
Counter counter=metricContext.counter("xx.xxx.xxx");
recordsCounter.inc(xxx);
}
}
Thanks,
Zhang Xiuzhu
RE: Gobblin Metrics
Posted by "Zhang, Xiuzhu(AWF)" <xi...@paypal.com.INVALID>.
Hi Zhixiong,
The driver log tips the tasks have completed and Hadoop console display the mapper all of failed more 20 times running 50 minutes and haven't stop looks like always attemp somethings again and again. It is normal and completed 5 mappers about 8 minutes when I comment the customizing reporter. This situation is the CustomCodahaleReporterFactory interface.
After change reporter to CustomReporterFactory, it is normal.
Zhang Xiuzhu
From: Zhixiong Chen [mailto:zhchen@linkedin.com]
Sent: Friday, June 15, 2018 2:23 AM
To: dev@gobblin.incubator.apache.org; user@gobblin.incubator.apache.org
Subject: Re: Gobblin Metrics
Hi Xiuzhu,
Given an error, I usually find the direct cause from the log, from which, trace the reason bottom-up or top-down along job topology. The majority of gobblin jobs have similar topology as modeled here: https://gobblin.readthedocs.io/en/latest/Gobblin-Architecture/#gobblin-constructs.
Gobblin Architecture Overview - Gobblin Documentation<https://gobblin.readthedocs.io/en/latest/Gobblin-Architecture/#gobblin-constructs>
Gobblin Architecture Overview. Gobblin is built around the idea of extensibility, i.e., it should be easy for users to add new adapters or extend existing adapters to work with new sources and start extracting data from the new sources in any deployment settings.
gobblin.readthedocs.io
In you case, did mapreduce complete? If it did, the job was hanging. You can get a thread dump using `jstack` utitlity and analyze at which function/method the job hung. This step can help you get the direct cause. For root cause investigation, you have to get the topology of your job based on your job configurations, and for each construct or component, reason if it possibly caused the error.
Find exceptions and errors in your mapper log and driver log. They are good entry points for reasoning.
Zhixiong
________________________________
From: Zhang, Xiuzhu(AWF) <xi...@paypal.com>>
Sent: Thursday, June 14, 2018 9:35 AM
To: user@gobblin.incubator.apache.org<ma...@gobblin.incubator.apache.org>; dev@gobblin.incubator.apache.org<ma...@gobblin.incubator.apache.org>
Subject: RE: Gobblin Metrics
Hi Zhixiong,
Yes, reporting feature can fetched it in MR mode, but now produced more strange problem the logs tips the task have completed but the job always running look likes don't stop but the data has been published successfully and the mapreduce map failed multiple times the successfully times is 0.
I use CustomCodahaleReporterFactory and know the reporter will report in fixed rate(Configured and default is 30s), did this is the reason to make job always running? Could to control it at this issue?
Here are part of logs:
2018-06-14 09:12:20 PDT INFO [TaskStateCollectorService RUNNING] gobblin.runtime.JobContext 374 - 2 more tasks of job job_calmulti1-2018061308_1528990788975 have completed
2018-06-14 09:12:20 PDT INFO [TaskStateCollectorService RUNNING] gobblin.runtime.JobContext 364 - Writing job execution information to the job history store
2018-06-14 09:13:20 PDT WARN [TaskStateCollectorService RUNNING] gobblin.runtime.TaskStateCollectorService 131 - No output task state files found in /user/pp_dt_risk_batch/gobblin-dist-hdp/job/working/calmulti1-2018061308/job_calmulti1-2018061308_1528990788975/output/job_calmulti1-2018061308_1528990788975
2018-06-14 09:14:12 PDT INFO [main] org.apache.hadoop.mapreduce.Job 1406 - Task Id : attempt_1528927363842_14570_m_000004_1, Status : FAILED
2018-06-14 09:14:13 PDT INFO [main] org.apache.hadoop.mapreduce.Job 1367 - map 60% reduce 0%
2018-06-14 09:14:20 PDT WARN [TaskStateCollectorService RUNNING] gobblin.runtime.TaskStateCollectorService 131 - No output task state files found in /user/pp_dt_risk_batch/gobblin-dist-hdp/job/working/calmulti1-2018061308/job_calmulti1-2018061308_1528990788975/output/job_calmulti1-2018061308_1528990788975
Thanks,
Zhang Xiuzhu
From: Zhixiong Chen [mailto:zhchen@linkedin.com]
Sent: Wednesday, June 13, 2018 1:32 AM
To: dev@gobblin.incubator.apache.org<ma...@gobblin.incubator.apache.org>; user@gobblin.incubator.apache.org<ma...@gobblin.incubator.apache.org>
Subject: Re: Gobblin Metrics
Hi Xiuzhu,
If I understand correctly, you're trying to get counter info in the code block(`TaskState#toTaskExecutionInfo`) when the job is running in mapreduce mode.
The answer is:
You can't get task metrics from the driver in mapreduce mode. Because, in mapreduce mode, `Task` runs on a mapper, which is usually a different machine or jvm from the driver. You can't read the task metrics set on a different jvm.
In standalone mode, `Task` runs on the same machine or jvm as the driver, that's why you can read the value.
However, if your goal is to fetch task or job metrics, the right way is:
1. configure the job to emit metrics to a metrics store, that's why I mentioned `reporter` in previous reply. For more information, you can read https://gobblin.readthedocs.io/en/latest/metrics/Gobblin-Metrics/
Quick Start - Gobblin Documentation<https://gobblin.readthedocs.io/en/latest/metrics/Gobblin-Metrics/>
Gobblin Metrics is a metrics library for emitting metrics and events instrumenting java applications. Metrics and events are easy to use and enriched with tags.
gobblin.readthedocs.io
1.
2. find the metrics you want in the store.
Thanks,
Zhixiong
________________________________
From: Zhang, Xiuzhu(AWF) <xi...@paypal.com>>
Sent: Monday, June 11, 2018 6:58 PM
To: user@gobblin.incubator.apache.org<ma...@gobblin.incubator.apache.org>; dev@gobblin.incubator.apache.org<ma...@gobblin.incubator.apache.org>
Subject: RE: Gobblin Metrics
Hi Zhixiong,
I haven't use configure reporter and haven't sought anything exceptions.
Looks like the TaskState.java responsible to collect metrics of counter type as follows:
// Add task metrics
TaskMetrics taskMetrics = TaskMetrics.get(this);
MetricArray metricArray = new MetricArray();
for (Map.Entry<String, ? extends com.codahale.metrics.Metric> entry : taskMetrics.getMetricContext().getCounters()
.entrySet()) {
Metric counter = new Metric();
counter.setGroup(MetricGroup.TASK.name());
counter.setName(entry.getKey());
counter.setType(MetricTypeEnum.valueOf(GobblinMetrics.MetricType.COUNTER.name()));
counter.setValue(Long.toString(((Counter) entry.getValue()).getCount()));
metricArray.add(counter);
}
Here the MetricContext object can be fetched but the counters size is 0, why the metrics added by Counter from MetricContext can't be fetched on this place? Very strange the gobblin definite metrics also haven't be fetched. But it is normal under standalone mode.
If it is a bug or need to configure any other something for mapreduce mode?
Thanks,
Zhang Xiuzhu
From: Zhixiong Chen [mailto:zhchen@linkedin.com]
Sent: Tuesday, June 12, 2018 1:19 AM
To: dev@gobblin.incubator.apache.org<ma...@gobblin.incubator.apache.org>; user@gobblin.incubator.apache.org<ma...@gobblin.incubator.apache.org>
Subject: Re: Gobblin Metrics
Hi Xiuzhu,
Which metric reporter are you using?
Did you see exceptions about sending metrics in mapreduce mode?
Zhixiong,
________________________________
From: Zhang, Xiuzhu(AWF) <xi...@paypal.com>>
Sent: Monday, June 11, 2018 2:19 AM
To: dev@gobblin.incubator.apache.org<ma...@gobblin.incubator.apache.org>; user@gobblin.incubator.apache.org<ma...@gobblin.incubator.apache.org>
Subject: Gobblin Metrics
Hi,
Concerning gobblin metrics function, I am encounter a strange issue. I write some self-definite metrics using MetricContext object by InstrumentedExtractor and InstrumentedDataWriter. Running it at standalone and mapreduce mode, after job completed just only standalone have the metrics information in gobblin_task_metrics table I don't understand why haven't the metrics under mapreduce mode.
Have anyone know where need to care about it?
I use it as follows :
xxxExtractor extends InstrumentedExtractor<xxx, xxx> {
private MetricContext metricContext;
public xxxExtractor(WorkUnitState state){
this.metricContext=this.getMetricContext();
}
Private void xxx(){
Counter counter=metricContext.counter("xx.xxx.xxx");
recordsCounter.inc(xxx);
}
}
Thanks,
Zhang Xiuzhu
RE: Gobblin Metrics
Posted by "Zhang, Xiuzhu(AWF)" <xi...@paypal.com>.
Hi Zhixiong,
The driver log tips the tasks have completed and Hadoop console display the mapper all of failed more 20 times running 50 minutes and haven't stop looks like always attemp somethings again and again. It is normal and completed 5 mappers about 8 minutes when I comment the customizing reporter. This situation is the CustomCodahaleReporterFactory interface.
After change reporter to CustomReporterFactory, it is normal.
Zhang Xiuzhu
From: Zhixiong Chen [mailto:zhchen@linkedin.com]
Sent: Friday, June 15, 2018 2:23 AM
To: dev@gobblin.incubator.apache.org; user@gobblin.incubator.apache.org
Subject: Re: Gobblin Metrics
Hi Xiuzhu,
Given an error, I usually find the direct cause from the log, from which, trace the reason bottom-up or top-down along job topology. The majority of gobblin jobs have similar topology as modeled here: https://gobblin.readthedocs.io/en/latest/Gobblin-Architecture/#gobblin-constructs.
Gobblin Architecture Overview - Gobblin Documentation<https://gobblin.readthedocs.io/en/latest/Gobblin-Architecture/#gobblin-constructs>
Gobblin Architecture Overview. Gobblin is built around the idea of extensibility, i.e., it should be easy for users to add new adapters or extend existing adapters to work with new sources and start extracting data from the new sources in any deployment settings.
gobblin.readthedocs.io
In you case, did mapreduce complete? If it did, the job was hanging. You can get a thread dump using `jstack` utitlity and analyze at which function/method the job hung. This step can help you get the direct cause. For root cause investigation, you have to get the topology of your job based on your job configurations, and for each construct or component, reason if it possibly caused the error.
Find exceptions and errors in your mapper log and driver log. They are good entry points for reasoning.
Zhixiong
________________________________
From: Zhang, Xiuzhu(AWF) <xi...@paypal.com>>
Sent: Thursday, June 14, 2018 9:35 AM
To: user@gobblin.incubator.apache.org<ma...@gobblin.incubator.apache.org>; dev@gobblin.incubator.apache.org<ma...@gobblin.incubator.apache.org>
Subject: RE: Gobblin Metrics
Hi Zhixiong,
Yes, reporting feature can fetched it in MR mode, but now produced more strange problem the logs tips the task have completed but the job always running look likes don't stop but the data has been published successfully and the mapreduce map failed multiple times the successfully times is 0.
I use CustomCodahaleReporterFactory and know the reporter will report in fixed rate(Configured and default is 30s), did this is the reason to make job always running? Could to control it at this issue?
Here are part of logs:
2018-06-14 09:12:20 PDT INFO [TaskStateCollectorService RUNNING] gobblin.runtime.JobContext 374 - 2 more tasks of job job_calmulti1-2018061308_1528990788975 have completed
2018-06-14 09:12:20 PDT INFO [TaskStateCollectorService RUNNING] gobblin.runtime.JobContext 364 - Writing job execution information to the job history store
2018-06-14 09:13:20 PDT WARN [TaskStateCollectorService RUNNING] gobblin.runtime.TaskStateCollectorService 131 - No output task state files found in /user/pp_dt_risk_batch/gobblin-dist-hdp/job/working/calmulti1-2018061308/job_calmulti1-2018061308_1528990788975/output/job_calmulti1-2018061308_1528990788975
2018-06-14 09:14:12 PDT INFO [main] org.apache.hadoop.mapreduce.Job 1406 - Task Id : attempt_1528927363842_14570_m_000004_1, Status : FAILED
2018-06-14 09:14:13 PDT INFO [main] org.apache.hadoop.mapreduce.Job 1367 - map 60% reduce 0%
2018-06-14 09:14:20 PDT WARN [TaskStateCollectorService RUNNING] gobblin.runtime.TaskStateCollectorService 131 - No output task state files found in /user/pp_dt_risk_batch/gobblin-dist-hdp/job/working/calmulti1-2018061308/job_calmulti1-2018061308_1528990788975/output/job_calmulti1-2018061308_1528990788975
Thanks,
Zhang Xiuzhu
From: Zhixiong Chen [mailto:zhchen@linkedin.com]
Sent: Wednesday, June 13, 2018 1:32 AM
To: dev@gobblin.incubator.apache.org<ma...@gobblin.incubator.apache.org>; user@gobblin.incubator.apache.org<ma...@gobblin.incubator.apache.org>
Subject: Re: Gobblin Metrics
Hi Xiuzhu,
If I understand correctly, you're trying to get counter info in the code block(`TaskState#toTaskExecutionInfo`) when the job is running in mapreduce mode.
The answer is:
You can't get task metrics from the driver in mapreduce mode. Because, in mapreduce mode, `Task` runs on a mapper, which is usually a different machine or jvm from the driver. You can't read the task metrics set on a different jvm.
In standalone mode, `Task` runs on the same machine or jvm as the driver, that's why you can read the value.
However, if your goal is to fetch task or job metrics, the right way is:
1. configure the job to emit metrics to a metrics store, that's why I mentioned `reporter` in previous reply. For more information, you can read https://gobblin.readthedocs.io/en/latest/metrics/Gobblin-Metrics/
Quick Start - Gobblin Documentation<https://gobblin.readthedocs.io/en/latest/metrics/Gobblin-Metrics/>
Gobblin Metrics is a metrics library for emitting metrics and events instrumenting java applications. Metrics and events are easy to use and enriched with tags.
gobblin.readthedocs.io
1.
2. find the metrics you want in the store.
Thanks,
Zhixiong
________________________________
From: Zhang, Xiuzhu(AWF) <xi...@paypal.com>>
Sent: Monday, June 11, 2018 6:58 PM
To: user@gobblin.incubator.apache.org<ma...@gobblin.incubator.apache.org>; dev@gobblin.incubator.apache.org<ma...@gobblin.incubator.apache.org>
Subject: RE: Gobblin Metrics
Hi Zhixiong,
I haven't use configure reporter and haven't sought anything exceptions.
Looks like the TaskState.java responsible to collect metrics of counter type as follows:
// Add task metrics
TaskMetrics taskMetrics = TaskMetrics.get(this);
MetricArray metricArray = new MetricArray();
for (Map.Entry<String, ? extends com.codahale.metrics.Metric> entry : taskMetrics.getMetricContext().getCounters()
.entrySet()) {
Metric counter = new Metric();
counter.setGroup(MetricGroup.TASK.name());
counter.setName(entry.getKey());
counter.setType(MetricTypeEnum.valueOf(GobblinMetrics.MetricType.COUNTER.name()));
counter.setValue(Long.toString(((Counter) entry.getValue()).getCount()));
metricArray.add(counter);
}
Here the MetricContext object can be fetched but the counters size is 0, why the metrics added by Counter from MetricContext can't be fetched on this place? Very strange the gobblin definite metrics also haven't be fetched. But it is normal under standalone mode.
If it is a bug or need to configure any other something for mapreduce mode?
Thanks,
Zhang Xiuzhu
From: Zhixiong Chen [mailto:zhchen@linkedin.com]
Sent: Tuesday, June 12, 2018 1:19 AM
To: dev@gobblin.incubator.apache.org<ma...@gobblin.incubator.apache.org>; user@gobblin.incubator.apache.org<ma...@gobblin.incubator.apache.org>
Subject: Re: Gobblin Metrics
Hi Xiuzhu,
Which metric reporter are you using?
Did you see exceptions about sending metrics in mapreduce mode?
Zhixiong,
________________________________
From: Zhang, Xiuzhu(AWF) <xi...@paypal.com>>
Sent: Monday, June 11, 2018 2:19 AM
To: dev@gobblin.incubator.apache.org<ma...@gobblin.incubator.apache.org>; user@gobblin.incubator.apache.org<ma...@gobblin.incubator.apache.org>
Subject: Gobblin Metrics
Hi,
Concerning gobblin metrics function, I am encounter a strange issue. I write some self-definite metrics using MetricContext object by InstrumentedExtractor and InstrumentedDataWriter. Running it at standalone and mapreduce mode, after job completed just only standalone have the metrics information in gobblin_task_metrics table I don't understand why haven't the metrics under mapreduce mode.
Have anyone know where need to care about it?
I use it as follows :
xxxExtractor extends InstrumentedExtractor<xxx, xxx> {
private MetricContext metricContext;
public xxxExtractor(WorkUnitState state){
this.metricContext=this.getMetricContext();
}
Private void xxx(){
Counter counter=metricContext.counter("xx.xxx.xxx");
recordsCounter.inc(xxx);
}
}
Thanks,
Zhang Xiuzhu
Re: Gobblin Metrics
Posted by Zhixiong Chen <zh...@linkedin.com>.
Hi Xiuzhu,
Given an error, I usually find the direct cause from the log, from which, trace the reason bottom-up or top-down along job topology. The majority of gobblin jobs have similar topology as modeled here: https://gobblin.readthedocs.io/en/latest/Gobblin-Architecture/#gobblin-constructs.
Gobblin Architecture Overview - Gobblin Documentation<https://gobblin.readthedocs.io/en/latest/Gobblin-Architecture/#gobblin-constructs>
Gobblin Architecture Overview. Gobblin is built around the idea of extensibility, i.e., it should be easy for users to add new adapters or extend existing adapters to work with new sources and start extracting data from the new sources in any deployment settings.
gobblin.readthedocs.io
In you case, did mapreduce complete? If it did, the job was hanging. You can get a thread dump using `jstack` utitlity and analyze at which function/method the job hung. This step can help you get the direct cause. For root cause investigation, you have to get the topology of your job based on your job configurations, and for each construct or component, reason if it possibly caused the error.
Find exceptions and errors in your mapper log and driver log. They are good entry points for reasoning.
Zhixiong
________________________________
From: Zhang, Xiuzhu(AWF) <xi...@paypal.com>
Sent: Thursday, June 14, 2018 9:35 AM
To: user@gobblin.incubator.apache.org; dev@gobblin.incubator.apache.org
Subject: RE: Gobblin Metrics
Hi Zhixiong,
Yes, reporting feature can fetched it in MR mode, but now produced more strange problem the logs tips the task have completed but the job always running look likes don’t stop but the data has been published successfully and the mapreduce map failed multiple times the successfully times is 0.
I use CustomCodahaleReporterFactory and know the reporter will report in fixed rate(Configured and default is 30s), did this is the reason to make job always running? Could to control it at this issue?
Here are part of logs:
2018-06-14 09:12:20 PDT INFO [TaskStateCollectorService RUNNING] gobblin.runtime.JobContext 374 - 2 more tasks of job job_calmulti1-2018061308_1528990788975 have completed
2018-06-14 09:12:20 PDT INFO [TaskStateCollectorService RUNNING] gobblin.runtime.JobContext 364 - Writing job execution information to the job history store
2018-06-14 09:13:20 PDT WARN [TaskStateCollectorService RUNNING] gobblin.runtime.TaskStateCollectorService 131 - No output task state files found in /user/pp_dt_risk_batch/gobblin-dist-hdp/job/working/calmulti1-2018061308/job_calmulti1-2018061308_1528990788975/output/job_calmulti1-2018061308_1528990788975
2018-06-14 09:14:12 PDT INFO [main] org.apache.hadoop.mapreduce.Job 1406 - Task Id : attempt_1528927363842_14570_m_000004_1, Status : FAILED
2018-06-14 09:14:13 PDT INFO [main] org.apache.hadoop.mapreduce.Job 1367 - map 60% reduce 0%
2018-06-14 09:14:20 PDT WARN [TaskStateCollectorService RUNNING] gobblin.runtime.TaskStateCollectorService 131 - No output task state files found in /user/pp_dt_risk_batch/gobblin-dist-hdp/job/working/calmulti1-2018061308/job_calmulti1-2018061308_1528990788975/output/job_calmulti1-2018061308_1528990788975
Thanks,
Zhang Xiuzhu
From: Zhixiong Chen [mailto:zhchen@linkedin.com]
Sent: Wednesday, June 13, 2018 1:32 AM
To: dev@gobblin.incubator.apache.org; user@gobblin.incubator.apache.org
Subject: Re: Gobblin Metrics
Hi Xiuzhu,
If I understand correctly, you're trying to get counter info in the code block(`TaskState#toTaskExecutionInfo`) when the job is running in mapreduce mode.
The answer is:
You can't get task metrics from the driver in mapreduce mode. Because, in mapreduce mode, `Task` runs on a mapper, which is usually a different machine or jvm from the driver. You can't read the task metrics set on a different jvm.
In standalone mode, `Task` runs on the same machine or jvm as the driver, that's why you can read the value.
However, if your goal is to fetch task or job metrics, the right way is:
1. configure the job to emit metrics to a metrics store, that's why I mentioned `reporter` in previous reply. For more information, you can read https://gobblin.readthedocs.io/en/latest/metrics/Gobblin-Metrics/
Quick Start - Gobblin Documentation<https://gobblin.readthedocs.io/en/latest/metrics/Gobblin-Metrics/>
Gobblin Metrics is a metrics library for emitting metrics and events instrumenting java applications. Metrics and events are easy to use and enriched with tags.
gobblin.readthedocs.io
1.
2. find the metrics you want in the store.
Thanks,
Zhixiong
________________________________
From: Zhang, Xiuzhu(AWF) <xi...@paypal.com>>
Sent: Monday, June 11, 2018 6:58 PM
To: user@gobblin.incubator.apache.org<ma...@gobblin.incubator.apache.org>; dev@gobblin.incubator.apache.org<ma...@gobblin.incubator.apache.org>
Subject: RE: Gobblin Metrics
Hi Zhixiong,
I haven’t use configure reporter and haven’t sought anything exceptions.
Looks like the TaskState.java responsible to collect metrics of counter type as follows:
// Add task metrics
TaskMetrics taskMetrics = TaskMetrics.get(this);
MetricArray metricArray = new MetricArray();
for (Map.Entry<String, ? extends com.codahale.metrics.Metric> entry : taskMetrics.getMetricContext().getCounters()
.entrySet()) {
Metric counter = new Metric();
counter.setGroup(MetricGroup.TASK.name());
counter.setName(entry.getKey());
counter.setType(MetricTypeEnum.valueOf(GobblinMetrics.MetricType.COUNTER.name()));
counter.setValue(Long.toString(((Counter) entry.getValue()).getCount()));
metricArray.add(counter);
}
Here the MetricContext object can be fetched but the counters size is 0, why the metrics added by Counter from MetricContext can’t be fetched on this place? Very strange the gobblin definite metrics also haven’t be fetched. But it is normal under standalone mode.
If it is a bug or need to configure any other something for mapreduce mode?
Thanks,
Zhang Xiuzhu
From: Zhixiong Chen [mailto:zhchen@linkedin.com]
Sent: Tuesday, June 12, 2018 1:19 AM
To: dev@gobblin.incubator.apache.org<ma...@gobblin.incubator.apache.org>; user@gobblin.incubator.apache.org<ma...@gobblin.incubator.apache.org>
Subject: Re: Gobblin Metrics
Hi Xiuzhu,
Which metric reporter are you using?
Did you see exceptions about sending metrics in mapreduce mode?
Zhixiong,
________________________________
From: Zhang, Xiuzhu(AWF) <xi...@paypal.com>>
Sent: Monday, June 11, 2018 2:19 AM
To: dev@gobblin.incubator.apache.org<ma...@gobblin.incubator.apache.org>; user@gobblin.incubator.apache.org<ma...@gobblin.incubator.apache.org>
Subject: Gobblin Metrics
Hi,
Concerning gobblin metrics function, I am encounter a strange issue. I write some self-definite metrics using MetricContext object by InstrumentedExtractor and InstrumentedDataWriter. Running it at standalone and mapreduce mode, after job completed just only standalone have the metrics information in gobblin_task_metrics table I don’t understand why haven’t the metrics under mapreduce mode.
Have anyone know where need to care about it?
I use it as follows :
xxxExtractor extends InstrumentedExtractor<xxx, xxx> {
private MetricContext metricContext;
public xxxExtractor(WorkUnitState state){
this.metricContext=this.getMetricContext();
}
Private void xxx(){
Counter counter=metricContext.counter(“xx.xxx.xxx”);
recordsCounter.inc(xxx);
}
}
Thanks,
Zhang Xiuzhu
Re: Gobblin Metrics
Posted by Zhixiong Chen <zh...@linkedin.com>.
Hi Xiuzhu,
Given an error, I usually find the direct cause from the log, from which, trace the reason bottom-up or top-down along job topology. The majority of gobblin jobs have similar topology as modeled here: https://gobblin.readthedocs.io/en/latest/Gobblin-Architecture/#gobblin-constructs.
Gobblin Architecture Overview - Gobblin Documentation<https://gobblin.readthedocs.io/en/latest/Gobblin-Architecture/#gobblin-constructs>
Gobblin Architecture Overview. Gobblin is built around the idea of extensibility, i.e., it should be easy for users to add new adapters or extend existing adapters to work with new sources and start extracting data from the new sources in any deployment settings.
gobblin.readthedocs.io
In you case, did mapreduce complete? If it did, the job was hanging. You can get a thread dump using `jstack` utitlity and analyze at which function/method the job hung. This step can help you get the direct cause. For root cause investigation, you have to get the topology of your job based on your job configurations, and for each construct or component, reason if it possibly caused the error.
Find exceptions and errors in your mapper log and driver log. They are good entry points for reasoning.
Zhixiong
________________________________
From: Zhang, Xiuzhu(AWF) <xi...@paypal.com>
Sent: Thursday, June 14, 2018 9:35 AM
To: user@gobblin.incubator.apache.org; dev@gobblin.incubator.apache.org
Subject: RE: Gobblin Metrics
Hi Zhixiong,
Yes, reporting feature can fetched it in MR mode, but now produced more strange problem the logs tips the task have completed but the job always running look likes don’t stop but the data has been published successfully and the mapreduce map failed multiple times the successfully times is 0.
I use CustomCodahaleReporterFactory and know the reporter will report in fixed rate(Configured and default is 30s), did this is the reason to make job always running? Could to control it at this issue?
Here are part of logs:
2018-06-14 09:12:20 PDT INFO [TaskStateCollectorService RUNNING] gobblin.runtime.JobContext 374 - 2 more tasks of job job_calmulti1-2018061308_1528990788975 have completed
2018-06-14 09:12:20 PDT INFO [TaskStateCollectorService RUNNING] gobblin.runtime.JobContext 364 - Writing job execution information to the job history store
2018-06-14 09:13:20 PDT WARN [TaskStateCollectorService RUNNING] gobblin.runtime.TaskStateCollectorService 131 - No output task state files found in /user/pp_dt_risk_batch/gobblin-dist-hdp/job/working/calmulti1-2018061308/job_calmulti1-2018061308_1528990788975/output/job_calmulti1-2018061308_1528990788975
2018-06-14 09:14:12 PDT INFO [main] org.apache.hadoop.mapreduce.Job 1406 - Task Id : attempt_1528927363842_14570_m_000004_1, Status : FAILED
2018-06-14 09:14:13 PDT INFO [main] org.apache.hadoop.mapreduce.Job 1367 - map 60% reduce 0%
2018-06-14 09:14:20 PDT WARN [TaskStateCollectorService RUNNING] gobblin.runtime.TaskStateCollectorService 131 - No output task state files found in /user/pp_dt_risk_batch/gobblin-dist-hdp/job/working/calmulti1-2018061308/job_calmulti1-2018061308_1528990788975/output/job_calmulti1-2018061308_1528990788975
Thanks,
Zhang Xiuzhu
From: Zhixiong Chen [mailto:zhchen@linkedin.com]
Sent: Wednesday, June 13, 2018 1:32 AM
To: dev@gobblin.incubator.apache.org; user@gobblin.incubator.apache.org
Subject: Re: Gobblin Metrics
Hi Xiuzhu,
If I understand correctly, you're trying to get counter info in the code block(`TaskState#toTaskExecutionInfo`) when the job is running in mapreduce mode.
The answer is:
You can't get task metrics from the driver in mapreduce mode. Because, in mapreduce mode, `Task` runs on a mapper, which is usually a different machine or jvm from the driver. You can't read the task metrics set on a different jvm.
In standalone mode, `Task` runs on the same machine or jvm as the driver, that's why you can read the value.
However, if your goal is to fetch task or job metrics, the right way is:
1. configure the job to emit metrics to a metrics store, that's why I mentioned `reporter` in previous reply. For more information, you can read https://gobblin.readthedocs.io/en/latest/metrics/Gobblin-Metrics/
Quick Start - Gobblin Documentation<https://gobblin.readthedocs.io/en/latest/metrics/Gobblin-Metrics/>
Gobblin Metrics is a metrics library for emitting metrics and events instrumenting java applications. Metrics and events are easy to use and enriched with tags.
gobblin.readthedocs.io
1.
2. find the metrics you want in the store.
Thanks,
Zhixiong
________________________________
From: Zhang, Xiuzhu(AWF) <xi...@paypal.com>>
Sent: Monday, June 11, 2018 6:58 PM
To: user@gobblin.incubator.apache.org<ma...@gobblin.incubator.apache.org>; dev@gobblin.incubator.apache.org<ma...@gobblin.incubator.apache.org>
Subject: RE: Gobblin Metrics
Hi Zhixiong,
I haven’t use configure reporter and haven’t sought anything exceptions.
Looks like the TaskState.java responsible to collect metrics of counter type as follows:
// Add task metrics
TaskMetrics taskMetrics = TaskMetrics.get(this);
MetricArray metricArray = new MetricArray();
for (Map.Entry<String, ? extends com.codahale.metrics.Metric> entry : taskMetrics.getMetricContext().getCounters()
.entrySet()) {
Metric counter = new Metric();
counter.setGroup(MetricGroup.TASK.name());
counter.setName(entry.getKey());
counter.setType(MetricTypeEnum.valueOf(GobblinMetrics.MetricType.COUNTER.name()));
counter.setValue(Long.toString(((Counter) entry.getValue()).getCount()));
metricArray.add(counter);
}
Here the MetricContext object can be fetched but the counters size is 0, why the metrics added by Counter from MetricContext can’t be fetched on this place? Very strange the gobblin definite metrics also haven’t be fetched. But it is normal under standalone mode.
If it is a bug or need to configure any other something for mapreduce mode?
Thanks,
Zhang Xiuzhu
From: Zhixiong Chen [mailto:zhchen@linkedin.com]
Sent: Tuesday, June 12, 2018 1:19 AM
To: dev@gobblin.incubator.apache.org<ma...@gobblin.incubator.apache.org>; user@gobblin.incubator.apache.org<ma...@gobblin.incubator.apache.org>
Subject: Re: Gobblin Metrics
Hi Xiuzhu,
Which metric reporter are you using?
Did you see exceptions about sending metrics in mapreduce mode?
Zhixiong,
________________________________
From: Zhang, Xiuzhu(AWF) <xi...@paypal.com>>
Sent: Monday, June 11, 2018 2:19 AM
To: dev@gobblin.incubator.apache.org<ma...@gobblin.incubator.apache.org>; user@gobblin.incubator.apache.org<ma...@gobblin.incubator.apache.org>
Subject: Gobblin Metrics
Hi,
Concerning gobblin metrics function, I am encounter a strange issue. I write some self-definite metrics using MetricContext object by InstrumentedExtractor and InstrumentedDataWriter. Running it at standalone and mapreduce mode, after job completed just only standalone have the metrics information in gobblin_task_metrics table I don’t understand why haven’t the metrics under mapreduce mode.
Have anyone know where need to care about it?
I use it as follows :
xxxExtractor extends InstrumentedExtractor<xxx, xxx> {
private MetricContext metricContext;
public xxxExtractor(WorkUnitState state){
this.metricContext=this.getMetricContext();
}
Private void xxx(){
Counter counter=metricContext.counter(“xx.xxx.xxx”);
recordsCounter.inc(xxx);
}
}
Thanks,
Zhang Xiuzhu
RE: Gobblin Metrics
Posted by "Zhang, Xiuzhu(AWF)" <xi...@paypal.com>.
Hi Zhixiong,
Yes, reporting feature can fetched it in MR mode, but now produced more strange problem the logs tips the task have completed but the job always running look likes don't stop but the data has been published successfully and the mapreduce map failed multiple times the successfully times is 0.
I use CustomCodahaleReporterFactory and know the reporter will report in fixed rate(Configured and default is 30s), did this is the reason to make job always running? Could to control it at this issue?
Here are part of logs:
2018-06-14 09:12:20 PDT INFO [TaskStateCollectorService RUNNING] gobblin.runtime.JobContext 374 - 2 more tasks of job job_calmulti1-2018061308_1528990788975 have completed
2018-06-14 09:12:20 PDT INFO [TaskStateCollectorService RUNNING] gobblin.runtime.JobContext 364 - Writing job execution information to the job history store
2018-06-14 09:13:20 PDT WARN [TaskStateCollectorService RUNNING] gobblin.runtime.TaskStateCollectorService 131 - No output task state files found in /user/pp_dt_risk_batch/gobblin-dist-hdp/job/working/calmulti1-2018061308/job_calmulti1-2018061308_1528990788975/output/job_calmulti1-2018061308_1528990788975
2018-06-14 09:14:12 PDT INFO [main] org.apache.hadoop.mapreduce.Job 1406 - Task Id : attempt_1528927363842_14570_m_000004_1, Status : FAILED
2018-06-14 09:14:13 PDT INFO [main] org.apache.hadoop.mapreduce.Job 1367 - map 60% reduce 0%
2018-06-14 09:14:20 PDT WARN [TaskStateCollectorService RUNNING] gobblin.runtime.TaskStateCollectorService 131 - No output task state files found in /user/pp_dt_risk_batch/gobblin-dist-hdp/job/working/calmulti1-2018061308/job_calmulti1-2018061308_1528990788975/output/job_calmulti1-2018061308_1528990788975
Thanks,
Zhang Xiuzhu
From: Zhixiong Chen [mailto:zhchen@linkedin.com]
Sent: Wednesday, June 13, 2018 1:32 AM
To: dev@gobblin.incubator.apache.org; user@gobblin.incubator.apache.org
Subject: Re: Gobblin Metrics
Hi Xiuzhu,
If I understand correctly, you're trying to get counter info in the code block(`TaskState#toTaskExecutionInfo`) when the job is running in mapreduce mode.
The answer is:
You can't get task metrics from the driver in mapreduce mode. Because, in mapreduce mode, `Task` runs on a mapper, which is usually a different machine or jvm from the driver. You can't read the task metrics set on a different jvm.
In standalone mode, `Task` runs on the same machine or jvm as the driver, that's why you can read the value.
However, if your goal is to fetch task or job metrics, the right way is:
1. configure the job to emit metrics to a metrics store, that's why I mentioned `reporter` in previous reply. For more information, you can read https://gobblin.readthedocs.io/en/latest/metrics/Gobblin-Metrics/
Quick Start - Gobblin Documentation<https://gobblin.readthedocs.io/en/latest/metrics/Gobblin-Metrics/>
Gobblin Metrics is a metrics library for emitting metrics and events instrumenting java applications. Metrics and events are easy to use and enriched with tags.
gobblin.readthedocs.io
1.
2. find the metrics you want in the store.
Thanks,
Zhixiong
________________________________
From: Zhang, Xiuzhu(AWF) <xi...@paypal.com>>
Sent: Monday, June 11, 2018 6:58 PM
To: user@gobblin.incubator.apache.org<ma...@gobblin.incubator.apache.org>; dev@gobblin.incubator.apache.org<ma...@gobblin.incubator.apache.org>
Subject: RE: Gobblin Metrics
Hi Zhixiong,
I haven't use configure reporter and haven't sought anything exceptions.
Looks like the TaskState.java responsible to collect metrics of counter type as follows:
// Add task metrics
TaskMetrics taskMetrics = TaskMetrics.get(this);
MetricArray metricArray = new MetricArray();
for (Map.Entry<String, ? extends com.codahale.metrics.Metric> entry : taskMetrics.getMetricContext().getCounters()
.entrySet()) {
Metric counter = new Metric();
counter.setGroup(MetricGroup.TASK.name());
counter.setName(entry.getKey());
counter.setType(MetricTypeEnum.valueOf(GobblinMetrics.MetricType.COUNTER.name()));
counter.setValue(Long.toString(((Counter) entry.getValue()).getCount()));
metricArray.add(counter);
}
Here the MetricContext object can be fetched but the counters size is 0, why the metrics added by Counter from MetricContext can't be fetched on this place? Very strange the gobblin definite metrics also haven't be fetched. But it is normal under standalone mode.
If it is a bug or need to configure any other something for mapreduce mode?
Thanks,
Zhang Xiuzhu
From: Zhixiong Chen [mailto:zhchen@linkedin.com]
Sent: Tuesday, June 12, 2018 1:19 AM
To: dev@gobblin.incubator.apache.org<ma...@gobblin.incubator.apache.org>; user@gobblin.incubator.apache.org<ma...@gobblin.incubator.apache.org>
Subject: Re: Gobblin Metrics
Hi Xiuzhu,
Which metric reporter are you using?
Did you see exceptions about sending metrics in mapreduce mode?
Zhixiong,
________________________________
From: Zhang, Xiuzhu(AWF) <xi...@paypal.com>>
Sent: Monday, June 11, 2018 2:19 AM
To: dev@gobblin.incubator.apache.org<ma...@gobblin.incubator.apache.org>; user@gobblin.incubator.apache.org<ma...@gobblin.incubator.apache.org>
Subject: Gobblin Metrics
Hi,
Concerning gobblin metrics function, I am encounter a strange issue. I write some self-definite metrics using MetricContext object by InstrumentedExtractor and InstrumentedDataWriter. Running it at standalone and mapreduce mode, after job completed just only standalone have the metrics information in gobblin_task_metrics table I don't understand why haven't the metrics under mapreduce mode.
Have anyone know where need to care about it?
I use it as follows :
xxxExtractor extends InstrumentedExtractor<xxx, xxx> {
private MetricContext metricContext;
public xxxExtractor(WorkUnitState state){
this.metricContext=this.getMetricContext();
}
Private void xxx(){
Counter counter=metricContext.counter("xx.xxx.xxx");
recordsCounter.inc(xxx);
}
}
Thanks,
Zhang Xiuzhu
RE: Gobblin Metrics
Posted by "Zhang, Xiuzhu(AWF)" <xi...@paypal.com.INVALID>.
Hi Zhixiong,
Yes, reporting feature can fetched it in MR mode, but now produced more strange problem the logs tips the task have completed but the job always running look likes don't stop but the data has been published successfully and the mapreduce map failed multiple times the successfully times is 0.
I use CustomCodahaleReporterFactory and know the reporter will report in fixed rate(Configured and default is 30s), did this is the reason to make job always running? Could to control it at this issue?
Here are part of logs:
2018-06-14 09:12:20 PDT INFO [TaskStateCollectorService RUNNING] gobblin.runtime.JobContext 374 - 2 more tasks of job job_calmulti1-2018061308_1528990788975 have completed
2018-06-14 09:12:20 PDT INFO [TaskStateCollectorService RUNNING] gobblin.runtime.JobContext 364 - Writing job execution information to the job history store
2018-06-14 09:13:20 PDT WARN [TaskStateCollectorService RUNNING] gobblin.runtime.TaskStateCollectorService 131 - No output task state files found in /user/pp_dt_risk_batch/gobblin-dist-hdp/job/working/calmulti1-2018061308/job_calmulti1-2018061308_1528990788975/output/job_calmulti1-2018061308_1528990788975
2018-06-14 09:14:12 PDT INFO [main] org.apache.hadoop.mapreduce.Job 1406 - Task Id : attempt_1528927363842_14570_m_000004_1, Status : FAILED
2018-06-14 09:14:13 PDT INFO [main] org.apache.hadoop.mapreduce.Job 1367 - map 60% reduce 0%
2018-06-14 09:14:20 PDT WARN [TaskStateCollectorService RUNNING] gobblin.runtime.TaskStateCollectorService 131 - No output task state files found in /user/pp_dt_risk_batch/gobblin-dist-hdp/job/working/calmulti1-2018061308/job_calmulti1-2018061308_1528990788975/output/job_calmulti1-2018061308_1528990788975
Thanks,
Zhang Xiuzhu
From: Zhixiong Chen [mailto:zhchen@linkedin.com]
Sent: Wednesday, June 13, 2018 1:32 AM
To: dev@gobblin.incubator.apache.org; user@gobblin.incubator.apache.org
Subject: Re: Gobblin Metrics
Hi Xiuzhu,
If I understand correctly, you're trying to get counter info in the code block(`TaskState#toTaskExecutionInfo`) when the job is running in mapreduce mode.
The answer is:
You can't get task metrics from the driver in mapreduce mode. Because, in mapreduce mode, `Task` runs on a mapper, which is usually a different machine or jvm from the driver. You can't read the task metrics set on a different jvm.
In standalone mode, `Task` runs on the same machine or jvm as the driver, that's why you can read the value.
However, if your goal is to fetch task or job metrics, the right way is:
1. configure the job to emit metrics to a metrics store, that's why I mentioned `reporter` in previous reply. For more information, you can read https://gobblin.readthedocs.io/en/latest/metrics/Gobblin-Metrics/
Quick Start - Gobblin Documentation<https://gobblin.readthedocs.io/en/latest/metrics/Gobblin-Metrics/>
Gobblin Metrics is a metrics library for emitting metrics and events instrumenting java applications. Metrics and events are easy to use and enriched with tags.
gobblin.readthedocs.io
1.
2. find the metrics you want in the store.
Thanks,
Zhixiong
________________________________
From: Zhang, Xiuzhu(AWF) <xi...@paypal.com>>
Sent: Monday, June 11, 2018 6:58 PM
To: user@gobblin.incubator.apache.org<ma...@gobblin.incubator.apache.org>; dev@gobblin.incubator.apache.org<ma...@gobblin.incubator.apache.org>
Subject: RE: Gobblin Metrics
Hi Zhixiong,
I haven't use configure reporter and haven't sought anything exceptions.
Looks like the TaskState.java responsible to collect metrics of counter type as follows:
// Add task metrics
TaskMetrics taskMetrics = TaskMetrics.get(this);
MetricArray metricArray = new MetricArray();
for (Map.Entry<String, ? extends com.codahale.metrics.Metric> entry : taskMetrics.getMetricContext().getCounters()
.entrySet()) {
Metric counter = new Metric();
counter.setGroup(MetricGroup.TASK.name());
counter.setName(entry.getKey());
counter.setType(MetricTypeEnum.valueOf(GobblinMetrics.MetricType.COUNTER.name()));
counter.setValue(Long.toString(((Counter) entry.getValue()).getCount()));
metricArray.add(counter);
}
Here the MetricContext object can be fetched but the counters size is 0, why the metrics added by Counter from MetricContext can't be fetched on this place? Very strange the gobblin definite metrics also haven't be fetched. But it is normal under standalone mode.
If it is a bug or need to configure any other something for mapreduce mode?
Thanks,
Zhang Xiuzhu
From: Zhixiong Chen [mailto:zhchen@linkedin.com]
Sent: Tuesday, June 12, 2018 1:19 AM
To: dev@gobblin.incubator.apache.org<ma...@gobblin.incubator.apache.org>; user@gobblin.incubator.apache.org<ma...@gobblin.incubator.apache.org>
Subject: Re: Gobblin Metrics
Hi Xiuzhu,
Which metric reporter are you using?
Did you see exceptions about sending metrics in mapreduce mode?
Zhixiong,
________________________________
From: Zhang, Xiuzhu(AWF) <xi...@paypal.com>>
Sent: Monday, June 11, 2018 2:19 AM
To: dev@gobblin.incubator.apache.org<ma...@gobblin.incubator.apache.org>; user@gobblin.incubator.apache.org<ma...@gobblin.incubator.apache.org>
Subject: Gobblin Metrics
Hi,
Concerning gobblin metrics function, I am encounter a strange issue. I write some self-definite metrics using MetricContext object by InstrumentedExtractor and InstrumentedDataWriter. Running it at standalone and mapreduce mode, after job completed just only standalone have the metrics information in gobblin_task_metrics table I don't understand why haven't the metrics under mapreduce mode.
Have anyone know where need to care about it?
I use it as follows :
xxxExtractor extends InstrumentedExtractor<xxx, xxx> {
private MetricContext metricContext;
public xxxExtractor(WorkUnitState state){
this.metricContext=this.getMetricContext();
}
Private void xxx(){
Counter counter=metricContext.counter("xx.xxx.xxx");
recordsCounter.inc(xxx);
}
}
Thanks,
Zhang Xiuzhu
Re: Gobblin Metrics
Posted by Zhixiong Chen <zh...@linkedin.com>.
Hi Xiuzhu,
If I understand correctly, you're trying to get counter info in the code block(`TaskState#toTaskExecutionInfo`) when the job is running in mapreduce mode.
The answer is:
You can't get task metrics from the driver in mapreduce mode. Because, in mapreduce mode, `Task` runs on a mapper, which is usually a different machine or jvm from the driver. You can't read the task metrics set on a different jvm.
In standalone mode, `Task` runs on the same machine or jvm as the driver, that's why you can read the value.
However, if your goal is to fetch task or job metrics, the right way is:
1. configure the job to emit metrics to a metrics store, that's why I mentioned `reporter` in previous reply. For more information, you can read https://gobblin.readthedocs.io/en/latest/metrics/Gobblin-Metrics/
Quick Start - Gobblin Documentation<https://gobblin.readthedocs.io/en/latest/metrics/Gobblin-Metrics/>
Gobblin Metrics is a metrics library for emitting metrics and events instrumenting java applications. Metrics and events are easy to use and enriched with tags.
gobblin.readthedocs.io
2. find the metrics you want in the store.
Thanks,
Zhixiong
________________________________
From: Zhang, Xiuzhu(AWF) <xi...@paypal.com>
Sent: Monday, June 11, 2018 6:58 PM
To: user@gobblin.incubator.apache.org; dev@gobblin.incubator.apache.org
Subject: RE: Gobblin Metrics
Hi Zhixiong,
I haven’t use configure reporter and haven’t sought anything exceptions.
Looks like the TaskState.java responsible to collect metrics of counter type as follows:
// Add task metrics
TaskMetrics taskMetrics = TaskMetrics.get(this);
MetricArray metricArray = new MetricArray();
for (Map.Entry<String, ? extends com.codahale.metrics.Metric> entry : taskMetrics.getMetricContext().getCounters()
.entrySet()) {
Metric counter = new Metric();
counter.setGroup(MetricGroup.TASK.name());
counter.setName(entry.getKey());
counter.setType(MetricTypeEnum.valueOf(GobblinMetrics.MetricType.COUNTER.name()));
counter.setValue(Long.toString(((Counter) entry.getValue()).getCount()));
metricArray.add(counter);
}
Here the MetricContext object can be fetched but the counters size is 0, why the metrics added by Counter from MetricContext can’t be fetched on this place? Very strange the gobblin definite metrics also haven’t be fetched. But it is normal under standalone mode.
If it is a bug or need to configure any other something for mapreduce mode?
Thanks,
Zhang Xiuzhu
From: Zhixiong Chen [mailto:zhchen@linkedin.com]
Sent: Tuesday, June 12, 2018 1:19 AM
To: dev@gobblin.incubator.apache.org; user@gobblin.incubator.apache.org
Subject: Re: Gobblin Metrics
Hi Xiuzhu,
Which metric reporter are you using?
Did you see exceptions about sending metrics in mapreduce mode?
Zhixiong,
________________________________
From: Zhang, Xiuzhu(AWF) <xi...@paypal.com>>
Sent: Monday, June 11, 2018 2:19 AM
To: dev@gobblin.incubator.apache.org<ma...@gobblin.incubator.apache.org>; user@gobblin.incubator.apache.org<ma...@gobblin.incubator.apache.org>
Subject: Gobblin Metrics
Hi,
Concerning gobblin metrics function, I am encounter a strange issue. I write some self-definite metrics using MetricContext object by InstrumentedExtractor and InstrumentedDataWriter. Running it at standalone and mapreduce mode, after job completed just only standalone have the metrics information in gobblin_task_metrics table I don’t understand why haven’t the metrics under mapreduce mode.
Have anyone know where need to care about it?
I use it as follows :
xxxExtractor extends InstrumentedExtractor<xxx, xxx> {
private MetricContext metricContext;
public xxxExtractor(WorkUnitState state){
this.metricContext=this.getMetricContext();
}
Private void xxx(){
Counter counter=metricContext.counter(“xx.xxx.xxx”);
recordsCounter.inc(xxx);
}
}
Thanks,
Zhang Xiuzhu
Re: Gobblin Metrics
Posted by Zhixiong Chen <zh...@linkedin.com>.
Hi Xiuzhu,
If I understand correctly, you're trying to get counter info in the code block(`TaskState#toTaskExecutionInfo`) when the job is running in mapreduce mode.
The answer is:
You can't get task metrics from the driver in mapreduce mode. Because, in mapreduce mode, `Task` runs on a mapper, which is usually a different machine or jvm from the driver. You can't read the task metrics set on a different jvm.
In standalone mode, `Task` runs on the same machine or jvm as the driver, that's why you can read the value.
However, if your goal is to fetch task or job metrics, the right way is:
1. configure the job to emit metrics to a metrics store, that's why I mentioned `reporter` in previous reply. For more information, you can read https://gobblin.readthedocs.io/en/latest/metrics/Gobblin-Metrics/
Quick Start - Gobblin Documentation<https://gobblin.readthedocs.io/en/latest/metrics/Gobblin-Metrics/>
Gobblin Metrics is a metrics library for emitting metrics and events instrumenting java applications. Metrics and events are easy to use and enriched with tags.
gobblin.readthedocs.io
2. find the metrics you want in the store.
Thanks,
Zhixiong
________________________________
From: Zhang, Xiuzhu(AWF) <xi...@paypal.com>
Sent: Monday, June 11, 2018 6:58 PM
To: user@gobblin.incubator.apache.org; dev@gobblin.incubator.apache.org
Subject: RE: Gobblin Metrics
Hi Zhixiong,
I haven’t use configure reporter and haven’t sought anything exceptions.
Looks like the TaskState.java responsible to collect metrics of counter type as follows:
// Add task metrics
TaskMetrics taskMetrics = TaskMetrics.get(this);
MetricArray metricArray = new MetricArray();
for (Map.Entry<String, ? extends com.codahale.metrics.Metric> entry : taskMetrics.getMetricContext().getCounters()
.entrySet()) {
Metric counter = new Metric();
counter.setGroup(MetricGroup.TASK.name());
counter.setName(entry.getKey());
counter.setType(MetricTypeEnum.valueOf(GobblinMetrics.MetricType.COUNTER.name()));
counter.setValue(Long.toString(((Counter) entry.getValue()).getCount()));
metricArray.add(counter);
}
Here the MetricContext object can be fetched but the counters size is 0, why the metrics added by Counter from MetricContext can’t be fetched on this place? Very strange the gobblin definite metrics also haven’t be fetched. But it is normal under standalone mode.
If it is a bug or need to configure any other something for mapreduce mode?
Thanks,
Zhang Xiuzhu
From: Zhixiong Chen [mailto:zhchen@linkedin.com]
Sent: Tuesday, June 12, 2018 1:19 AM
To: dev@gobblin.incubator.apache.org; user@gobblin.incubator.apache.org
Subject: Re: Gobblin Metrics
Hi Xiuzhu,
Which metric reporter are you using?
Did you see exceptions about sending metrics in mapreduce mode?
Zhixiong,
________________________________
From: Zhang, Xiuzhu(AWF) <xi...@paypal.com>>
Sent: Monday, June 11, 2018 2:19 AM
To: dev@gobblin.incubator.apache.org<ma...@gobblin.incubator.apache.org>; user@gobblin.incubator.apache.org<ma...@gobblin.incubator.apache.org>
Subject: Gobblin Metrics
Hi,
Concerning gobblin metrics function, I am encounter a strange issue. I write some self-definite metrics using MetricContext object by InstrumentedExtractor and InstrumentedDataWriter. Running it at standalone and mapreduce mode, after job completed just only standalone have the metrics information in gobblin_task_metrics table I don’t understand why haven’t the metrics under mapreduce mode.
Have anyone know where need to care about it?
I use it as follows :
xxxExtractor extends InstrumentedExtractor<xxx, xxx> {
private MetricContext metricContext;
public xxxExtractor(WorkUnitState state){
this.metricContext=this.getMetricContext();
}
Private void xxx(){
Counter counter=metricContext.counter(“xx.xxx.xxx”);
recordsCounter.inc(xxx);
}
}
Thanks,
Zhang Xiuzhu
RE: Gobblin Metrics
Posted by "Zhang, Xiuzhu(AWF)" <xi...@paypal.com>.
Hi Zhixiong,
I haven't use configure reporter and haven't sought anything exceptions.
Looks like the TaskState.java responsible to collect metrics of counter type as follows:
// Add task metrics
TaskMetrics taskMetrics = TaskMetrics.get(this);
MetricArray metricArray = new MetricArray();
for (Map.Entry<String, ? extends com.codahale.metrics.Metric> entry : taskMetrics.getMetricContext().getCounters()
.entrySet()) {
Metric counter = new Metric();
counter.setGroup(MetricGroup.TASK.name());
counter.setName(entry.getKey());
counter.setType(MetricTypeEnum.valueOf(GobblinMetrics.MetricType.COUNTER.name()));
counter.setValue(Long.toString(((Counter) entry.getValue()).getCount()));
metricArray.add(counter);
}
Here the MetricContext object can be fetched but the counters size is 0, why the metrics added by Counter from MetricContext can't be fetched on this place? Very strange the gobblin definite metrics also haven't be fetched. But it is normal under standalone mode.
If it is a bug or need to configure any other something for mapreduce mode?
Thanks,
Zhang Xiuzhu
From: Zhixiong Chen [mailto:zhchen@linkedin.com]
Sent: Tuesday, June 12, 2018 1:19 AM
To: dev@gobblin.incubator.apache.org; user@gobblin.incubator.apache.org
Subject: Re: Gobblin Metrics
Hi Xiuzhu,
Which metric reporter are you using?
Did you see exceptions about sending metrics in mapreduce mode?
Zhixiong,
________________________________
From: Zhang, Xiuzhu(AWF) <xi...@paypal.com>>
Sent: Monday, June 11, 2018 2:19 AM
To: dev@gobblin.incubator.apache.org<ma...@gobblin.incubator.apache.org>; user@gobblin.incubator.apache.org<ma...@gobblin.incubator.apache.org>
Subject: Gobblin Metrics
Hi,
Concerning gobblin metrics function, I am encounter a strange issue. I write some self-definite metrics using MetricContext object by InstrumentedExtractor and InstrumentedDataWriter. Running it at standalone and mapreduce mode, after job completed just only standalone have the metrics information in gobblin_task_metrics table I don't understand why haven't the metrics under mapreduce mode.
Have anyone know where need to care about it?
I use it as follows :
xxxExtractor extends InstrumentedExtractor<xxx, xxx> {
private MetricContext metricContext;
public xxxExtractor(WorkUnitState state){
this.metricContext=this.getMetricContext();
}
Private void xxx(){
Counter counter=metricContext.counter("xx.xxx.xxx");
recordsCounter.inc(xxx);
}
}
Thanks,
Zhang Xiuzhu
RE: Gobblin Metrics
Posted by "Zhang, Xiuzhu(AWF)" <xi...@paypal.com.INVALID>.
Hi Zhixiong,
I haven't use configure reporter and haven't sought anything exceptions.
Looks like the TaskState.java responsible to collect metrics of counter type as follows:
// Add task metrics
TaskMetrics taskMetrics = TaskMetrics.get(this);
MetricArray metricArray = new MetricArray();
for (Map.Entry<String, ? extends com.codahale.metrics.Metric> entry : taskMetrics.getMetricContext().getCounters()
.entrySet()) {
Metric counter = new Metric();
counter.setGroup(MetricGroup.TASK.name());
counter.setName(entry.getKey());
counter.setType(MetricTypeEnum.valueOf(GobblinMetrics.MetricType.COUNTER.name()));
counter.setValue(Long.toString(((Counter) entry.getValue()).getCount()));
metricArray.add(counter);
}
Here the MetricContext object can be fetched but the counters size is 0, why the metrics added by Counter from MetricContext can't be fetched on this place? Very strange the gobblin definite metrics also haven't be fetched. But it is normal under standalone mode.
If it is a bug or need to configure any other something for mapreduce mode?
Thanks,
Zhang Xiuzhu
From: Zhixiong Chen [mailto:zhchen@linkedin.com]
Sent: Tuesday, June 12, 2018 1:19 AM
To: dev@gobblin.incubator.apache.org; user@gobblin.incubator.apache.org
Subject: Re: Gobblin Metrics
Hi Xiuzhu,
Which metric reporter are you using?
Did you see exceptions about sending metrics in mapreduce mode?
Zhixiong,
________________________________
From: Zhang, Xiuzhu(AWF) <xi...@paypal.com>>
Sent: Monday, June 11, 2018 2:19 AM
To: dev@gobblin.incubator.apache.org<ma...@gobblin.incubator.apache.org>; user@gobblin.incubator.apache.org<ma...@gobblin.incubator.apache.org>
Subject: Gobblin Metrics
Hi,
Concerning gobblin metrics function, I am encounter a strange issue. I write some self-definite metrics using MetricContext object by InstrumentedExtractor and InstrumentedDataWriter. Running it at standalone and mapreduce mode, after job completed just only standalone have the metrics information in gobblin_task_metrics table I don't understand why haven't the metrics under mapreduce mode.
Have anyone know where need to care about it?
I use it as follows :
xxxExtractor extends InstrumentedExtractor<xxx, xxx> {
private MetricContext metricContext;
public xxxExtractor(WorkUnitState state){
this.metricContext=this.getMetricContext();
}
Private void xxx(){
Counter counter=metricContext.counter("xx.xxx.xxx");
recordsCounter.inc(xxx);
}
}
Thanks,
Zhang Xiuzhu
Re: Gobblin Metrics
Posted by Zhixiong Chen <zh...@linkedin.com>.
Hi Xiuzhu,
Which metric reporter are you using?
Did you see exceptions about sending metrics in mapreduce mode?
Zhixiong,
________________________________
From: Zhang, Xiuzhu(AWF) <xi...@paypal.com>
Sent: Monday, June 11, 2018 2:19 AM
To: dev@gobblin.incubator.apache.org; user@gobblin.incubator.apache.org
Subject: Gobblin Metrics
Hi,
Concerning gobblin metrics function, I am encounter a strange issue. I write some self-definite metrics using MetricContext object by InstrumentedExtractor and InstrumentedDataWriter. Running it at standalone and mapreduce mode, after job completed just only standalone have the metrics information in gobblin_task_metrics table I don’t understand why haven’t the metrics under mapreduce mode.
Have anyone know where need to care about it?
I use it as follows :
xxxExtractor extends InstrumentedExtractor<xxx, xxx> {
private MetricContext metricContext;
public xxxExtractor(WorkUnitState state){
this.metricContext=this.getMetricContext();
}
Private void xxx(){
Counter counter=metricContext.counter(“xx.xxx.xxx”);
recordsCounter.inc(xxx);
}
}
Thanks,
Zhang Xiuzhu
Re: Gobblin Metrics
Posted by Zhixiong Chen <zh...@linkedin.com>.
Hi Xiuzhu,
Which metric reporter are you using?
Did you see exceptions about sending metrics in mapreduce mode?
Zhixiong,
________________________________
From: Zhang, Xiuzhu(AWF) <xi...@paypal.com>
Sent: Monday, June 11, 2018 2:19 AM
To: dev@gobblin.incubator.apache.org; user@gobblin.incubator.apache.org
Subject: Gobblin Metrics
Hi,
Concerning gobblin metrics function, I am encounter a strange issue. I write some self-definite metrics using MetricContext object by InstrumentedExtractor and InstrumentedDataWriter. Running it at standalone and mapreduce mode, after job completed just only standalone have the metrics information in gobblin_task_metrics table I don’t understand why haven’t the metrics under mapreduce mode.
Have anyone know where need to care about it?
I use it as follows :
xxxExtractor extends InstrumentedExtractor<xxx, xxx> {
private MetricContext metricContext;
public xxxExtractor(WorkUnitState state){
this.metricContext=this.getMetricContext();
}
Private void xxx(){
Counter counter=metricContext.counter(“xx.xxx.xxx”);
recordsCounter.inc(xxx);
}
}
Thanks,
Zhang Xiuzhu