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Posted to reviews@iotdb.apache.org by GitBox <gi...@apache.org> on 2021/12/14 16:25:51 UTC
[GitHub] [iotdb] xinzhongtianxia opened a new pull request #4573: [IOTDB-2144][metric]Collect IoTDB Runtime Metrics
xinzhongtianxia opened a new pull request #4573:
URL: https://github.com/apache/iotdb/pull/4573
## Description
Benefit from the metric framework, we could now collect some core IoTDB Runtime metrics, which will help users get a clear sight of their IoTDB's status and will also help RD an SRE resolve problems or establish their own monitor systems.
1. These metrics will coverage current core modules, such as cluster、flush、thrift、compaction、cache、JVM、logback...
2. All metrics will provided with both standard JMX via JMX beans and Prometheus format via http APIs.
jira:
https://issues.apache.org/jira/browse/IOTDB-2144
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[GitHub] [iotdb] SteveYurongSu edited a comment on pull request #4573: [IOTDB-2144][metric]Collect IoTDB Runtime Metrics
Posted by GitBox <gi...@apache.org>.
SteveYurongSu edited a comment on pull request #4573:
URL: https://github.com/apache/iotdb/pull/4573#issuecomment-996541720
Thanks for the work of @xinzhongtianxia, now we have a performance report.
**The report shows that the current monitoring points have no impact on performance.**
Disable metrics:
```
----------------------Main Configurations----------------------
DB_SWITCH: IoTDB-012-SESSION_BY_RECORDS
OPERATION_PROPORTION: 10:1:1:1:1:1:1:1:1:1:1
ENABLE_THRIFT_COMPRESSION: false
INSERT_DATATYPE_PROPORTION: 1:1:1:1:1:1
IS_CLIENT_BIND: true
CLIENT_NUMBER: 15
GROUP_NUMBER: 20
DEVICE_NUMBER: 100
SENSOR_NUMBER: 10
BATCH_SIZE_PER_WRITE: 10
LOOP: 100000
POINT_STEP: 5000
QUERY_INTERVAL: 250000
IS_OUT_OF_ORDER: false
OUT_OF_ORDER_MODE: 0
OUT_OF_ORDER_RATIO: 0.5
---------------------------------------------------------------
main measurements:
Create schema cost 0.04 second
Test elapsed time (not include schema creation): 684.90 second
----------------------------------------------------------Result Matrix----------------------------------------------------------
Operation okOperation okPoint failOperation failPoint throughput(point/s)
INGESTION 4998403 499840300 0 0 729799.97
PRECISE_POINT 75067 19 0 0 0.03
TIME_RANGE 74887 3743985 0 0 5466.47
VALUE_RANGE 75087 3754246 0 0 5481.45
AGG_RANGE 75113 75113 0 0 109.67
AGG_VALUE 75425 75425 0 0 110.13
AGG_RANGE_VALUE 74690 74690 0 0 109.05
GROUP_BY 74918 973934 0 0 1422.01
LATEST_POINT 75172 75172 0 0 109.76
RANGE_QUERY_DESC 74839 3741459 0 0 5462.78
VALUE_RANGE_QUERY_DESC74979 3748794 0 0 5473.49
---------------------------------------------------------------------------------------------------------------------------------
--------------------------------------------------------------------------Latency (ms) Matrix--------------------------------------------------------------------------
Operation AVG MIN P10 P25 MEDIAN P75 P90 P95 P99 P999 MAX SLOWEST_THREAD
INGESTION 0.30 0.14 0.16 0.16 0.18 0.22 0.26 0.32 1.48 5.72 60007.18 143014.31
PRECISE_POINT 3.42 0.25 2.17 2.23 2.34 2.84 3.26 3.38 4.49 17.16 59801.91 72709.95
TIME_RANGE 2.82 0.48 2.33 2.41 2.52 3.06 3.53 3.65 5.58 17.76 192.43 14380.86
VALUE_RANGE 5.25 0.50 2.41 2.48 2.43 2.86 3.63 3.79 6.11 17.72 59921.04 74458.15
AGG_RANGE 2.70 0.42 2.30 2.36 2.45 2.68 3.43 3.58 4.77 17.36 316.38 13796.32
AGG_VALUE 80.84 0.64 16.50 40.06 78.96 116.41 138.65 148.63 190.91 218.47 60021.10 455553.88
AGG_RANGE_VALUE 4.12 0.63 2.72 2.85 3.03 3.35 4.15 4.44 7.75 19.05 59772.80 76746.97
GROUP_BY 3.33 0.43 2.16 2.22 2.30 2.54 3.19 3.33 4.62 16.99 59468.04 72096.31
LATEST_POINT 0.25 0.14 0.20 0.21 0.23 0.25 0.28 0.29 0.35 2.71 18.46 1288.20
RANGE_QUERY_DESC 3.64 0.48 2.35 2.41 2.53 3.07 3.53 3.66 5.72 17.76 59943.76 74318.56
VALUE_RANGE_QUERY_DESC3.67 0.52 2.42 2.49 2.59 2.86 3.63 3.79 5.84 17.66 60011.17 74054.30
```
Enable metrics:
```
----------------------Main Configurations----------------------
DB_SWITCH: IoTDB-012-SESSION_BY_RECORDS
OPERATION_PROPORTION: 10:1:1:1:1:1:1:1:1:1:1
ENABLE_THRIFT_COMPRESSION: false
INSERT_DATATYPE_PROPORTION: 1:1:1:1:1:1
IS_CLIENT_BIND: true
CLIENT_NUMBER: 15
GROUP_NUMBER: 20
DEVICE_NUMBER: 100
SENSOR_NUMBER: 10
BATCH_SIZE_PER_WRITE: 10
LOOP: 100000
POINT_STEP: 5000
QUERY_INTERVAL: 250000
IS_OUT_OF_ORDER: false
OUT_OF_ORDER_MODE: 0
OUT_OF_ORDER_RATIO: 0.5
---------------------------------------------------------------
main measurements:
Create schema cost 0.08 second
Test elapsed time (not include schema creation): 614.42 second
----------------------------------------------------------Result Matrix----------------------------------------------------------
Operation okOperation okPoint failOperation failPoint throughput(point/s)
INGESTION 4998403 499840300 0 0 813509.32
PRECISE_POINT 75067 15 0 0 0.02
TIME_RANGE 74887 3743969 0 0 6093.45
VALUE_RANGE 75087 3754251 0 0 6110.19
AGG_RANGE 75113 75113 0 0 122.25
AGG_VALUE 75425 75425 0 0 122.76
AGG_RANGE_VALUE 74690 74690 0 0 121.56
GROUP_BY 74918 973934 0 0 1585.12
LATEST_POINT 75172 75172 0 0 122.35
RANGE_QUERY_DESC 74839 3741417 0 0 6089.30
VALUE_RANGE_QUERY_DESC74979 3748741 0 0 6101.22
---------------------------------------------------------------------------------------------------------------------------------
--------------------------------------------------------------------------Latency (ms) Matrix--------------------------------------------------------------------------
Operation AVG MIN P10 P25 MEDIAN P75 P90 P95 P99 P999 MAX SLOWEST_THREAD
INGESTION 0.27 0.16 0.17 0.18 0.20 0.25 0.29 0.37 1.55 6.98 272.78 93945.68
PRECISE_POINT 2.57 0.36 2.13 2.19 2.29 2.69 3.22 3.34 4.20 16.95 220.03 13104.44
TIME_RANGE 2.76 0.83 2.28 2.35 2.45 2.90 3.47 3.61 5.57 17.78 171.88 14154.52
VALUE_RANGE 2.84 0.85 2.38 2.44 2.54 2.83 3.59 3.74 5.69 18.55 199.86 14478.47
AGG_RANGE 2.67 0.75 2.25 2.31 2.40 2.64 3.41 3.56 4.67 17.73 220.22 13721.33
AGG_VALUE 76.64 1.11 15.64 38.45 75.59 112.95 134.03 144.54 182.34 211.64 331.16 399059.57
AGG_RANGE_VALUE 3.33 0.98 2.69 2.82 3.02 3.36 4.16 4.47 8.24 19.43 248.50 16953.70
GROUP_BY 2.55 0.80 2.12 2.18 2.27 2.52 3.18 3.32 4.74 17.91 220.14 13092.05
LATEST_POINT 0.26 0.15 0.20 0.22 0.24 0.26 0.29 0.31 0.48 2.89 81.12 1391.35
RANGE_QUERY_DESC 2.78 0.84 2.29 2.35 2.46 2.90 3.48 3.61 5.57 17.93 245.16 14249.38
VALUE_RANGE_QUERY_DESC2.84 0.82 2.38 2.45 2.55 2.84 3.60 3.77 5.80 18.58 170.85 14732.33
-----------------------------------------------------------------------------------------------------------------------------------------------------------------------
```
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[GitHub] [iotdb] stormbroken commented on a change in pull request #4573: [IOTDB-2144][metric]Collect IoTDB Runtime Metrics
Posted by GitBox <gi...@apache.org>.
stormbroken commented on a change in pull request #4573:
URL: https://github.com/apache/iotdb/pull/4573#discussion_r770254620
##########
File path: metrics/interface/src/main/assembly/resources/conf/iotdb-metric.yml
##########
@@ -18,11 +18,12 @@
#
# whether enable the module
-enableMetric: false
+enableMetric: true
Review comment:
Please set default value as false because this will influence iotdb-server
##########
File path: metrics/interface/src/main/assembly/resources/conf/iotdb-metric.yml
##########
@@ -18,11 +18,12 @@
#
# whether enable the module
-enableMetric: false
+enableMetric: true
# can be multiple reporter, e.g., jmx, prometheus
metricReporterList:
- jmx
+ - prometheus
Review comment:
From my perspective, Default value(jmx) is enough, so you can remove prometheus here
##########
File path: metrics/interface/src/main/java/org/apache/iotdb/metrics/config/MetricConfig.java
##########
@@ -27,7 +27,7 @@
public class MetricConfig {
/** enable publishing data. */
- private Boolean enableMetric = false;
+ private Boolean enableMetric = true;
Review comment:
I think default value can be false?
##########
File path: metrics/interface/src/main/java/org/apache/iotdb/metrics/config/MetricConfig.java
##########
@@ -36,7 +36,8 @@
private MonitorType monitorType = MonitorType.micrometer;
/** provide or push metric data to remote system, could be jmx, prometheus, iotdb, etc. */
- private List<ReporterType> metricReporterList = Arrays.asList(ReporterType.jmx);
+ private List<ReporterType> metricReporterList =
+ Arrays.asList(ReporterType.jmx, ReporterType.prometheus);
Review comment:
I think default value can be only jmx
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[GitHub] [iotdb] SteveYurongSu commented on a change in pull request #4573: [IOTDB-2144][metric]Collect IoTDB Runtime Metrics
Posted by GitBox <gi...@apache.org>.
SteveYurongSu commented on a change in pull request #4573:
URL: https://github.com/apache/iotdb/pull/4573#discussion_r773558058
##########
File path: docs/UserGuide/System-Tools/Metric-Tool.md
##########
@@ -264,9 +264,20 @@ mem{name="mtree",} 1328.0
### Integrating with Prometheus and Grafana
-As above descriptions,IoTDB provides metrics data in standard Prometheus format,so we can Integrate with Prometheus and Grafana directly.
+As above descriptions,IoTDB provides metrics data in standard Prometheus format,so we can integrate with Prometheus and Grafana directly.
-You can config your Prometheus as follows to get metrics data from IoTDB:
+The following picture describes the relationships among IoTDB, Prometheus and Grafana
+
+
+
+1. Along with running, IoTDB will collect its metrics continuously.
+2. Prometheus scrapes metrics from IoTDB at a constant interval (can be configured).
+3. Prometheus saves these metrics to its inner TSDB.
+4. Grafana queries metrics from Prometheus at a constant interval (can be configured) and then presents them on the graph.
+
+So, we need to do some additional works to configure and deploy Prometheus and Grafana.
+
+For instance, you can config your Prometheus as follows to get metrics data from IoTDB:
```yaml
job_name: push-metrics
Review comment:
```suggestion
job_name: pull-metrics
```
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[GitHub] [iotdb] stormbroken commented on a change in pull request #4573: [IOTDB-2144][metric]Collect IoTDB Runtime Metrics
Posted by GitBox <gi...@apache.org>.
stormbroken commented on a change in pull request #4573:
URL: https://github.com/apache/iotdb/pull/4573#discussion_r770257322
##########
File path: metrics/interface/src/main/java/org/apache/iotdb/metrics/config/MetricConfig.java
##########
@@ -36,7 +36,8 @@
private MonitorType monitorType = MonitorType.micrometer;
/** provide or push metric data to remote system, could be jmx, prometheus, iotdb, etc. */
- private List<ReporterType> metricReporterList = Arrays.asList(ReporterType.jmx);
+ private List<ReporterType> metricReporterList =
+ Arrays.asList(ReporterType.jmx, ReporterType.prometheus);
Review comment:
I think default value can be only jmx
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[GitHub] [iotdb] xinzhongtianxia commented on a change in pull request #4573: [IOTDB-2144][metric]Collect IoTDB Runtime Metrics
Posted by GitBox <gi...@apache.org>.
xinzhongtianxia commented on a change in pull request #4573:
URL: https://github.com/apache/iotdb/pull/4573#discussion_r770276006
##########
File path: metrics/interface/src/main/assembly/resources/conf/iotdb-metric.yml
##########
@@ -18,11 +18,12 @@
#
# whether enable the module
-enableMetric: false
+enableMetric: true
# can be multiple reporter, e.g., jmx, prometheus
metricReporterList:
- jmx
+ - prometheus
Review comment:
I think prometheus is more useful than JMX to DBA or SRE, from which iotdb can easily integrate with prometheus (the standard monitor resolutions of CNCF), and users can get status from a simple ‘curl’ command conveniently.
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[GitHub] [iotdb] stormbroken commented on a change in pull request #4573: [IOTDB-2144][metric]Collect IoTDB Runtime Metrics
Posted by GitBox <gi...@apache.org>.
stormbroken commented on a change in pull request #4573:
URL: https://github.com/apache/iotdb/pull/4573#discussion_r770278103
##########
File path: metrics/interface/src/main/assembly/resources/conf/iotdb-metric.yml
##########
@@ -18,11 +18,12 @@
#
# whether enable the module
-enableMetric: false
+enableMetric: true
# can be multiple reporter, e.g., jmx, prometheus
metricReporterList:
- jmx
+ - prometheus
Review comment:
ok, I get it. I think this is reasonable
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[GitHub] [iotdb] stormbroken commented on pull request #4573: [IOTDB-2144][metric]Collect IoTDB Runtime Metrics
Posted by GitBox <gi...@apache.org>.
stormbroken commented on pull request #4573:
URL: https://github.com/apache/iotdb/pull/4573#issuecomment-995493925
@LebronAl This PR contains some metrics in cluster module, PTAL!
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[GitHub] [iotdb] xinzhongtianxia commented on a change in pull request #4573: [IOTDB-2144][metric]Collect IoTDB Runtime Metrics
Posted by GitBox <gi...@apache.org>.
xinzhongtianxia commented on a change in pull request #4573:
URL: https://github.com/apache/iotdb/pull/4573#discussion_r770276315
##########
File path: metrics/interface/src/main/java/org/apache/iotdb/metrics/config/MetricConfig.java
##########
@@ -27,7 +27,7 @@
public class MetricConfig {
/** enable publishing data. */
- private Boolean enableMetric = false;
+ private Boolean enableMetric = true;
Review comment:
Agree, I'll fix this
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[GitHub] [iotdb] SteveYurongSu commented on pull request #4573: [IOTDB-2144][metric]Collect IoTDB Runtime Metrics
Posted by GitBox <gi...@apache.org>.
SteveYurongSu commented on pull request #4573:
URL: https://github.com/apache/iotdb/pull/4573#issuecomment-996541720
Thanks for the work of @xinzhongtianxia, now we have a performance report.
Disable metrics:
```
----------------------Main Configurations----------------------
DB_SWITCH: IoTDB-012-SESSION_BY_RECORDS
OPERATION_PROPORTION: 10:1:1:1:1:1:1:1:1:1:1
ENABLE_THRIFT_COMPRESSION: false
INSERT_DATATYPE_PROPORTION: 1:1:1:1:1:1
IS_CLIENT_BIND: true
CLIENT_NUMBER: 15
GROUP_NUMBER: 20
DEVICE_NUMBER: 100
SENSOR_NUMBER: 10
BATCH_SIZE_PER_WRITE: 10
LOOP: 100000
POINT_STEP: 5000
QUERY_INTERVAL: 250000
IS_OUT_OF_ORDER: false
OUT_OF_ORDER_MODE: 0
OUT_OF_ORDER_RATIO: 0.5
---------------------------------------------------------------
main measurements:
Create schema cost 0.04 second
Test elapsed time (not include schema creation): 684.90 second
----------------------------------------------------------Result Matrix----------------------------------------------------------
Operation okOperation okPoint failOperation failPoint throughput(point/s)
INGESTION 4998403 499840300 0 0 729799.97
PRECISE_POINT 75067 19 0 0 0.03
TIME_RANGE 74887 3743985 0 0 5466.47
VALUE_RANGE 75087 3754246 0 0 5481.45
AGG_RANGE 75113 75113 0 0 109.67
AGG_VALUE 75425 75425 0 0 110.13
AGG_RANGE_VALUE 74690 74690 0 0 109.05
GROUP_BY 74918 973934 0 0 1422.01
LATEST_POINT 75172 75172 0 0 109.76
RANGE_QUERY_DESC 74839 3741459 0 0 5462.78
VALUE_RANGE_QUERY_DESC74979 3748794 0 0 5473.49
---------------------------------------------------------------------------------------------------------------------------------
--------------------------------------------------------------------------Latency (ms) Matrix--------------------------------------------------------------------------
Operation AVG MIN P10 P25 MEDIAN P75 P90 P95 P99 P999 MAX SLOWEST_THREAD
INGESTION 0.30 0.14 0.16 0.16 0.18 0.22 0.26 0.32 1.48 5.72 60007.18 143014.31
PRECISE_POINT 3.42 0.25 2.17 2.23 2.34 2.84 3.26 3.38 4.49 17.16 59801.91 72709.95
TIME_RANGE 2.82 0.48 2.33 2.41 2.52 3.06 3.53 3.65 5.58 17.76 192.43 14380.86
VALUE_RANGE 5.25 0.50 2.41 2.48 2.43 2.86 3.63 3.79 6.11 17.72 59921.04 74458.15
AGG_RANGE 2.70 0.42 2.30 2.36 2.45 2.68 3.43 3.58 4.77 17.36 316.38 13796.32
AGG_VALUE 80.84 0.64 16.50 40.06 78.96 116.41 138.65 148.63 190.91 218.47 60021.10 455553.88
AGG_RANGE_VALUE 4.12 0.63 2.72 2.85 3.03 3.35 4.15 4.44 7.75 19.05 59772.80 76746.97
GROUP_BY 3.33 0.43 2.16 2.22 2.30 2.54 3.19 3.33 4.62 16.99 59468.04 72096.31
LATEST_POINT 0.25 0.14 0.20 0.21 0.23 0.25 0.28 0.29 0.35 2.71 18.46 1288.20
RANGE_QUERY_DESC 3.64 0.48 2.35 2.41 2.53 3.07 3.53 3.66 5.72 17.76 59943.76 74318.56
VALUE_RANGE_QUERY_DESC3.67 0.52 2.42 2.49 2.59 2.86 3.63 3.79 5.84 17.66 60011.17 74054.30
```
Enable metrics:
```
----------------------Main Configurations----------------------
DB_SWITCH: IoTDB-012-SESSION_BY_RECORDS
OPERATION_PROPORTION: 10:1:1:1:1:1:1:1:1:1:1
ENABLE_THRIFT_COMPRESSION: false
INSERT_DATATYPE_PROPORTION: 1:1:1:1:1:1
IS_CLIENT_BIND: true
CLIENT_NUMBER: 15
GROUP_NUMBER: 20
DEVICE_NUMBER: 100
SENSOR_NUMBER: 10
BATCH_SIZE_PER_WRITE: 10
LOOP: 100000
POINT_STEP: 5000
QUERY_INTERVAL: 250000
IS_OUT_OF_ORDER: false
OUT_OF_ORDER_MODE: 0
OUT_OF_ORDER_RATIO: 0.5
---------------------------------------------------------------
main measurements:
Create schema cost 0.08 second
Test elapsed time (not include schema creation): 614.42 second
----------------------------------------------------------Result Matrix----------------------------------------------------------
Operation okOperation okPoint failOperation failPoint throughput(point/s)
INGESTION 4998403 499840300 0 0 813509.32
PRECISE_POINT 75067 15 0 0 0.02
TIME_RANGE 74887 3743969 0 0 6093.45
VALUE_RANGE 75087 3754251 0 0 6110.19
AGG_RANGE 75113 75113 0 0 122.25
AGG_VALUE 75425 75425 0 0 122.76
AGG_RANGE_VALUE 74690 74690 0 0 121.56
GROUP_BY 74918 973934 0 0 1585.12
LATEST_POINT 75172 75172 0 0 122.35
RANGE_QUERY_DESC 74839 3741417 0 0 6089.30
VALUE_RANGE_QUERY_DESC74979 3748741 0 0 6101.22
---------------------------------------------------------------------------------------------------------------------------------
--------------------------------------------------------------------------Latency (ms) Matrix--------------------------------------------------------------------------
Operation AVG MIN P10 P25 MEDIAN P75 P90 P95 P99 P999 MAX SLOWEST_THREAD
INGESTION 0.27 0.16 0.17 0.18 0.20 0.25 0.29 0.37 1.55 6.98 272.78 93945.68
PRECISE_POINT 2.57 0.36 2.13 2.19 2.29 2.69 3.22 3.34 4.20 16.95 220.03 13104.44
TIME_RANGE 2.76 0.83 2.28 2.35 2.45 2.90 3.47 3.61 5.57 17.78 171.88 14154.52
VALUE_RANGE 2.84 0.85 2.38 2.44 2.54 2.83 3.59 3.74 5.69 18.55 199.86 14478.47
AGG_RANGE 2.67 0.75 2.25 2.31 2.40 2.64 3.41 3.56 4.67 17.73 220.22 13721.33
AGG_VALUE 76.64 1.11 15.64 38.45 75.59 112.95 134.03 144.54 182.34 211.64 331.16 399059.57
AGG_RANGE_VALUE 3.33 0.98 2.69 2.82 3.02 3.36 4.16 4.47 8.24 19.43 248.50 16953.70
GROUP_BY 2.55 0.80 2.12 2.18 2.27 2.52 3.18 3.32 4.74 17.91 220.14 13092.05
LATEST_POINT 0.26 0.15 0.20 0.22 0.24 0.26 0.29 0.31 0.48 2.89 81.12 1391.35
RANGE_QUERY_DESC 2.78 0.84 2.29 2.35 2.46 2.90 3.48 3.61 5.57 17.93 245.16 14249.38
VALUE_RANGE_QUERY_DESC2.84 0.82 2.38 2.45 2.55 2.84 3.60 3.77 5.80 18.58 170.85 14732.33
-----------------------------------------------------------------------------------------------------------------------------------------------------------------------
```
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[GitHub] [iotdb] xinzhongtianxia commented on a change in pull request #4573: [IOTDB-2144][metric]Collect IoTDB Runtime Metrics
Posted by GitBox <gi...@apache.org>.
xinzhongtianxia commented on a change in pull request #4573:
URL: https://github.com/apache/iotdb/pull/4573#discussion_r770276216
##########
File path: metrics/interface/src/main/assembly/resources/conf/iotdb-metric.yml
##########
@@ -18,11 +18,12 @@
#
# whether enable the module
-enableMetric: false
+enableMetric: true
Review comment:
Agree, I'll fix this
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[GitHub] [iotdb] SteveYurongSu merged pull request #4573: [IOTDB-2144][Metric] Collect IoTDB Runtime Metrics
Posted by GitBox <gi...@apache.org>.
SteveYurongSu merged pull request #4573:
URL: https://github.com/apache/iotdb/pull/4573
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