datadog agent接收指标数据，自己实现server
Posted yaoyu1983
tags:
篇首语：本文由小常识网(cha138.com)小编为大家整理，主要介绍了datadog agent接收指标数据，自己实现server相关的知识，希望对你有一定的参考价值。
datadog agent配置datadog.yaml
dd_url: http://192.168.2.133:31636
重启datadog，service datadog-agent restart
spring boot启动类：
import org.springframework.boot.SpringApplication;
import org.springframework.boot.autoconfigure.EnableAutoConfiguration;
import org.springframework.boot.context.properties.EnableConfigurationProperties;
import org.springframework.context.annotation.ComponentScan;
import org.springframework.context.annotation.Configuration;
@Configuration
@EnableAutoConfiguration
@EnableConfigurationProperties
@ComponentScan
public class StartApplication {
public static void main(String[] args) throws Exception {
SpringApplication.run(StartApplication.class, args);
}
}
实现controller：
import java.io.ByteArrayOutputStream;
import java.io.IOException;
import java.util.zip.InflaterInputStream;
import javax.servlet.http.HttpServletRequest;
import javax.servlet.http.HttpServletResponse;
import org.springframework.context.annotation.Description;
import org.springframework.stereotype.Controller;
import org.springframework.web.bind.annotation.RequestMapping;
import org.springframework.web.bind.annotation.RequestMethod;
@Controller
@Description("A controller for handling requests for hello messages")
public class SampleController {
@RequestMapping("/metrics")
public String foo() {
return "test";
}
@RequestMapping(value = { "/api/v1/series" }, method = RequestMethod.POST)
public void dataDogRev(HttpServletRequest request, HttpServletResponse response) {
try {
InflaterInputStream iis = new InflaterInputStream(request.getInputStream());
ByteArrayOutputStream baos = new ByteArrayOutputStream();
byte[] data = new byte[2048];
int len = 0;
while ((len = iis.read(data)) > -1) {
baos.write(data, 0, len);
}
String dataStr = new String(baos.toByteArray(), "UTF-8");
System.out.println(dataStr);
} catch (IOException e) {
e.printStackTrace();
}
}
}
打印出的agent上报的监控数据，json格式内容如下：
{
"series": [{
"metric": "datadog.trace_agent.stats_writer.stats_buckets",
"points": [
[1580960310, 0]
],
"tags": ["version:7.16.1"],
"host": "feiyongguanli-cmp-monitor-6a063.novalocal",
"type": "rate",
"interval": 10
}, {
"metric": "datadog.trace_agent.receiver.tcp_connections",
"points": [
[1580960310, 0]
],
"tags": ["status:accepted", "version:7.16.1"],
"host": "feiyongguanli-cmp-monitor-6a063.novalocal",
"type": "rate",
"interval": 10
}, {
"metric": "datadog.trace_agent.events.max_eps.sample_rate",
"points": [
[1580960310, 1]
],
"tags": ["version:7.16.1"],
"host": "feiyongguanli-cmp-monitor-6a063.novalocal",
"type": "gauge",
"interval": 10
}, {
"metric": "datadog.trace_agent.trace_writer.traces",
"points": [
[1580960310, 0]
],
"tags": ["version:7.16.1"],
"host": "feiyongguanli-cmp-monitor-6a063.novalocal",
"type": "rate",
"interval": 10
}, {
"metric": "datadog.trace_agent.stats_writer.retries",
"points": [
[1580960310, 0]
],
"tags": ["version:7.16.1"],
"host": "feiyongguanli-cmp-monitor-6a063.novalocal",
"type": "rate",
"interval": 10
}, {
"metric": "datadog.process.agent",
"points": [
[1580960310, 1]
],
"tags": ["revision:02e0969", "version:7.16.1"],
"host": "feiyongguanli-cmp-monitor-6a063.novalocal",
"type": "gauge",
"interval": 10
}, {
"metric": "datadog.trace_agent.stats_writer.encode_ms.count",
"points": [
[1580960310, 0.1]
],
"tags": ["version:7.16.1"],
"host": "feiyongguanli-cmp-monitor-6a063.novalocal",
"type": "rate",
"interval": 10
}, {
"metric": "datadog.trace_agent.events.max_eps.current_rate",
"points": [
[1580960310, 0]
],
"tags": ["version:7.16.1"],
"host": "feiyongguanli-cmp-monitor-6a063.novalocal",
"type": "gauge",
"interval": 10
}, {
"metric": "datadog.trace_agent.receiver.ratelimit",
"points": [
[1580960310, 1]
],
"tags": ["version:7.16.1"],
"host": "feiyongguanli-cmp-monitor-6a063.novalocal",
"type": "gauge",
"interval": 10
}, {
"metric": "datadog.trace_agent.trace_writer.bytes",
"points": [
[1580960310, 0]
],
"tags": ["version:7.16.1"],
"host": "feiyongguanli-cmp-monitor-6a063.novalocal",
"type": "rate",
"interval": 10
}, {
"metric": "datadog.trace_agent.events.max_eps.max_rate",
"points": [
[1580960310, 200]
],
"tags": ["version:7.16.1"],
"host": "feiyongguanli-cmp-monitor-6a063.novalocal",
"type": "gauge",
"interval": 10
}, {
"metric": "datadog.trace_agent.heartbeat",
"points": [
[1580960310, 1]
],
"tags": ["version:7.16.1"],
"host": "feiyongguanli-cmp-monitor-6a063.novalocal",
"type": "gauge",
"interval": 10
}, {
"metric": "datadog.trace_agent.cpu_percent",
"points": [
[1580960310, 0.033333]
],
"tags": ["version:7.16.1"],
"host": "feiyongguanli-cmp-monitor-6a063.novalocal",
"type": "gauge",
"interval": 10
}, {
"metric": "datadog.trace_agent.trace_writer.payloads",
"points": [
[1580960310, 0]
],
"tags": ["version:7.16.1"],
"host": "feiyongguanli-cmp-monitor-6a063.novalocal",
"type": "rate",
"interval": 10
}, {
"metric": "datadog.trace_agent.trace_writer.bytes_estimated",
"points": [
[1580960310, 0]
],
"tags": ["version:7.16.1"],
"host": "feiyongguanli-cmp-monitor-6a063.novalocal",
"type": "rate",
"interval": 10
}, {
"metric": "datadog.trace_agent.stats_writer.bytes",
"points": [
[1580960310, 0]
],
"tags": ["version:7.16.1"],
"host": "feiyongguanli-cmp-monitor-6a063.novalocal",
"type": "rate",
"interval": 10
}, {
"metric": "datadog.trace_agent.receiver.tcp_connections",
"points": [
[1580960310, 0]
],
"tags": ["status:timedout", "version:7.16.1"],
"host": "feiyongguanli-cmp-monitor-6a063.novalocal",
"type": "rate",
"interval": 10
}, {
"metric": "datadog.trace_agent.trace_writer.errors",
"points": [
[1580960310, 0]
],
"tags": ["version:7.16.1"],
"host": "feiyongguanli-cmp-monitor-6a063.novalocal",
"type": "rate",
"interval": 10
}, {
"metric": "datadog.trace_agent.trace_writer.spans",
"points": [
[1580960310, 0]
],
"tags": ["version:7.16.1"],
"host": "feiyongguanli-cmp-monitor-6a063.novalocal",
"type": "rate",
"interval": 10
}, {
"metric": "datadog.trace_agent.stats_writer.encode_ms.avg",
"points": [
[1580960310, 0]
],
"tags": ["version:7.16.1"],
"host": "feiyongguanli-cmp-monitor-6a063.novalocal",
"type": "gauge",
"interval": 10
}, {
"metric": "datadog.trace_agent.events.max_eps.reached_max",
"points": [
[1580960310, 0]
],
"tags": ["version:7.16.1"],
"host": "feiyongguanli-cmp-monitor-6a063.novalocal",
"type": "gauge",
"interval": 10
}, {
"metric": "datadog.trace_agent.heap_alloc",
"points": [
[1580960310, 3628592]
],
"tags": ["version:7.16.1"],
"host": "feiyongguanli-cmp-monitor-6a063.novalocal",
"type": "gauge",
"interval": 10
}, {
"metric": "datadog.trace_agent.trace_writer.events",
"points": [
[1580960310, 0]
],
"tags": ["version:7.16.1"],
"host": "feiyongguanli-cmp-monitor-6a063.novalocal",
"type": "rate",
"interval": 10
}, {
"metric": "datadog.trace_agent.stats_writer.payloads",
"points": [
[1580960310, 0]
],
"tags": ["version:7.16.1"],
"host": "feiyongguanli-cmp-monitor-6a063.novalocal",
"type": "rate",
"interval": 10
}, {
"metric": "datadog.trace_agent.stats_writer.errors",
"points": [
[1580960310, 0]
],
"tags": ["version:7.16.1"],
"host": "feiyongguanli-cmp-monitor-6a063.novalocal",
"type": "rate",
"interval": 10
}, {
"metric": "datadog.trace_agent.stats_writer.encode_ms.max",
"points": [
[1580960310, 0]
],
"tags": ["version:7.16.1"],
"host": "feiyongguanli-cmp-monitor-6a063.novalocal",
"type": "gauge",
"interval": 10
}, {
"metric": "datadog.trace_agent.receiver.tcp_connections",
"points": [
[1580960310, 0]
],
"tags": ["status:errored", "version:7.16.1"],
"host": "feiyongguanli-cmp-monitor-6a063.novalocal",
"type": "rate",
"interval": 10
}, {
"metric": "datadog.trace_agent.receiver.out_chan_fill",
"points": [
[1580960310, 0]
],
"tags": ["version:7.16.1"],
"host": "feiyongguanli-cmp-monitor-6a063.novalocal",
"type": "gauge",
"interval": 10
}, {
"metric": "datadog.trace_agent.trace_writer.bytes_uncompressed",
"points": [
[1580960310, 0]
],
"tags": ["version:7.16.1"],
"host": "feiyongguanli-cmp-monitor-6a063.novalocal",
"type": "rate",
"interval": 10
}, {
"metric": "datadog.trace_agent.trace_writer.retries",
"points": [
[1580960310, 0]
],
"tags": ["version:7.16.1"],
"host": "feiyongguanli-cmp-monitor-6a063.novalocal",
"type": "rate",
"interval": 10
}, {
"metric": "datadog.trace_agent.stats_writer.splits",
"points": [
[1580960310, 0]
],
"tags": ["version:7.16.1"],
"host": "feiyongguanli-cmp-monitor-6a063.novalocal",
"type": "rate",
"interval": 10
}, {
"metric": "datadog.trace_agent.receiver.tcp_connections",
"points": [
[1580960310, 0]
],
"tags": ["status:rejected", "version:7.16.1"],
"host": "feiyongguanli-cmp-monitor-6a063.novalocal",
"type": "rate",
"interval": 10
}, {
"metric": "system.fs.file_handles.max",
"points": [
[1580960319, 1610441]
],
"tags": [],
"host": "feiyongguanli-cmp-monitor-6a063.novalocal",
"type": "gauge",
"interval": 0,
"source_type_name": "System"
}, {
"metric": "system.fs.file_handles.allocated",
"points": [
[1580960319, 2848]
],
"tags": [],
"host": "feiyongguanli-cmp-monitor-6a063.novalocal",
"type": "gauge",
"interval": 0,
"source_type_name": "System"
}, {
"metric": "system.fs.file_handles.allocated_unused",
"points": [
[1580960319, 0]
],
"tags": [],
"host": "feiyongguanli-cmp-monitor-6a063.novalocal",
"type": "gauge",
"interval": 0,
"source_type_name": "System"
}, {
"metric": "system.fs.file_handles.in_use",
"points": [
[1580960319, 0.0017684596952015008]
],
"tags": [],
"host": "feiyongguanli-cmp-monitor-6a063.novalocal",
"type": "gauge",
"interval": 0,
"source_type_name": "System"
}, {
"metric": "system.fs.file_handles.used",
"points": [
[1580960319, 2848]
],
"tags": [],
"host": "feiyongguanli-cmp-monitor-6a063.novalocal",
"type": "gauge",
"interval": 0,
"source_type_name": "System"
}, {
"metric": "system.cpu.guest",
"points": [
[1580960320, 0]
],
"tags": [],
"host": "feiyongguanli-cmp-monitor-6a063.novalocal",
"type": "gauge",
"interval": 0,
"source_type_name": "System"
}, {
"metric": "system.cpu.user",
"points": [
[1580960320, 15.498247370108741]
],
"tags": [],
"host": "feiyongguanli-cmp-monitor-6a063.novalocal",
"type": "gauge",
"interval": 0,
"source_type_name": "System"
}, {
"metric": "system.cpu.system",
"points": [
[1580960320, 1.9445835419160638]
],
"tags": [],
"host": "feiyongguanli-cmp-monitor-6a063.novalocal",
"type": "gauge",
"interval": 0,
"source_type_name": "System"
}, {
"metric": "system.cpu.iowait",
"points": [
[1580960320, 0.9347354364267672]
],
"tags": [],
"host": "feiyongguanli-cmp-monitor-6a063.novalocal",
"type": "gauge",
"interval": 0,
"source_type_name": "System"
}, {
"metric": "system.cpu.idle",
"points": [
[1580960320, 81.62243364892818]
],
"tags": [],
"host": "feiyongguanli-cmp-monitor-6a063.novalocal",
"type": "gauge",
"interval": 0,
"source_type_name": "System"
}, {
"metric": "system.cpu.stolen",
"points": [
[1580960320, 0]
],
"tags": [],
"host": "feiyongguanli-cmp-monitor-6a063.novalocal",
"type": "gauge",
"interval": 0,
"source_type_name": "System"
}, {
"metric": "system.uptime",
"points": [
[1580960324, 5516966]
],
"tags": [],
"host": "feiyongguanli-cmp-monitor-6a063.novalocal",
"type": "gauge",
"interval": 0,
"source_type_name": "System"
}, {
"metric": "system.mem.slab",
"points": [
[1580960325, 746.6484375]
],
"tags": [],
"host": "feiyongguanli-cmp-monitor-6a063.novalocal",
"type": "gauge",
"interval": 0,
"source_type_name": "System"
}, {
"metric": "system.mem.commit_limit",
"points": [
[1580960325, 7942.77734375]
],
"tags": [],
"host": "feiyongguanli-cmp-monitor-6a063.novalocal",
"type": "gauge",
"interval": 0,
"source_type_name": "System"
}, {
"metric": "system.mem.committed_as",
"points": [
[1580960325, 9290.0078125]
],
"tags": [],
"host": "feiyongguanli-cmp-monitor-6a063.novalocal",
"type": "gauge",
"interval": 0,
"source_type_name": "System"
}, {
"metric": "system.mem.used",
"points": [
[1580960325, 12142.98046875]
],
"tags": [],
"host": "feiyongguanli-cmp-monitor-6a063.novalocal",
"type": "gauge",
"interval": 0,
"source_type_name": "System"
}, {
"metric": "system.mem.usable",
"points": [
[1580960325, 12114.66015625]
],
"tags": [],
"host": "feiyongguanli-cmp-monitor-6a063.novalocal",
"type": "gauge",
"interval": 0,
"source_type_name": "System"
}, {
"metric": "system.mem.buffered",
"points": [
[1580960325, 219.8515625]
],
"tags": [],
"host": "feiyongguanli-cmp-monitor-6a063.novalocal",
"type": "gauge",
"interval": 0,
"source_type_name": "System"
}, {
"metric": "system.mem.shared",
"points": [
[1580960325, 892.36328125]
],
"tags": [],
"host": "feiyongguanli-cmp-monitor-6a063.novalocal",
"type": "gauge",
"interval": 0,
"source_type_name": "System"
}, {
"metric": "system.mem.page_tables",
"points": [
[1580960325, 22.08984375]
],
"tags": [],
"host": "feiyongguanli-cmp-monitor-6a063.novalocal",
"type": "gauge",
"interval": 0,
"source_type_name": "System"
}, {
"metric": "system.swap.free",
"points": [
[1580960325, 0]
],
"tags": [],
"host": "feiyongguanli-cmp-monitor-6a063.novalocal",
"type": "gauge",
"interval": 0,
"source_type_name": "System"
}, {
"metric": "system.swap.used",
"points": [
[1580960325, 0]
],
"tags": [],
"host": "feiyongguanli-cmp-monitor-6a063.novalocal",
"type": "gauge",
"interval": 0,
"source_type_name": "System"
}, {
"metric": "system.mem.total",
"points": [
[1580960325, 15885.55859375]
],
"tags": [],
"host": "feiyongguanli-cmp-monitor-6a063.novalocal",
"type": "gauge",
"interval": 0,
"source_type_name": "System"
}, {
"metric": "system.mem.cached",
"points": [
[1580960325, 9384.34375]
],
"tags": [],
"host": "feiyongguanli-cmp-monitor-6a063.novalocal",
"type": "gauge",
"interval": 0,
"source_type_name": "System"
}, {
"metric": "system.swap.pct_free",
"points": [
[1580960325, 1]
],
"tags": [],
"host": "feiyongguanli-cmp-monitor-6a063.novalocal",
"type": "gauge",
"interval": 0,
"source_type_name": "System"
}, {
"metric": "system.mem.free",
"points": [
[1580960325, 3742.578125]
],
"tags": [],
"host": "feiyongguanli-cmp-monitor-6a063.novalocal",
"type": "gauge",
"interval": 0,
"source_type_name": "System"
}, {
"metric": "system.mem.pct_usable",
"points": [
[1580960325, 0.7626209733044188]
],
"tags": [],
"host": "feiyongguanli-cmp-monitor-6a063.novalocal",
"type": "gauge",
"interval": 0,
"source_type_name": "System"
}, {
"metric": "system.swap.cached",
"points": [
[1580960325, 0]
],
"tags": [],
"host": "feiyongguanli-cmp-monitor-6a063.novalocal",
"type": "gauge",
"interval": 0,
"source_type_name": "System"
}, {
"metric": "system.swap.total",
"points": [
[1580960325, 0]
],
"tags": [],
"host": "feiyongguanli-cmp-monitor-6a063.novalocal",
"type": "gauge",
"interval": 0,
"source_type_name": "System"
}, {
"metric": "system.disk.write_time_pct",
"points": [
[1580960312, 0]
],
"tags": [],
"host": "feiyongguanli-cmp-monitor-6a063.novalocal",
"device": "dm-21",
"type": "gauge",
"interval": 0,
"source_type_name": "System"
}, {
"metric": "system.disk.read_time_pct",
"points": [
[1580960312, 0]
],
"tags": [],
"host": "feiyongguanli-cmp-monitor-6a063.novalocal",
"device": "dm-8",
"type": "gauge",
"interval": 0,
"source_type_name": "System"
}, {
"metric": "system.disk.in_use",
"points": [
[1580960312, 0.31299999356269836]
],
"tags": [],
"host": "feiyongguanli-cmp-monitor-6a063.novalocal",
"device": "rootfs",
"type": "gauge",
"interval": 0,
"source_type_name": "System"
}, {
"metric": "system.fs.inodes.free",
"points": [
[1580960312, 2030499]
],
"tags": [],
"host": "feiyongguanli-cmp-monitor-6a063.novalocal",
"device": "devtmpfs",
"type": "gauge",
"interval": 0,
"source_type_name": "System"
}, {
"metric": "system.disk.in_use",
"points": [
[1580960312, 0.1599999964237213]
],
"tags": [],
"host": "feiyongguanli-cmp-monitor-6a063.novalocal",
"device": "/dev/vda1",
"type": "gauge",
"interval": 0,
"source_type_name": "System"
}, {
"metric": "system.fs.inodes.used",
"points": [
[1580960312, 343]
],
"tags": [],
"host": "feiyongguanli-cmp-monitor-6a063.novalocal",
"device": "/dev/vda1",
"type": "gauge",
"interval": 0,
"source_type_name": "System"
}, {
"metric": "system.disk.write_time_pct",
"points": [
[1580960312, 1.2332275433691093]
],
"tags": [],
"host": "feiyongguanli-cmp-monitor-6a063.novalocal",
"device": "dm-0",
"type": "gauge",
"interval": 0,
"source_type_name": "System"
}, {
"metric": "system.disk.read_time_pct",
"points": [
[1580960312, 0]
],
"tags": [],
"host": "feiyongguanli-cmp-monitor-6a063.novalocal",
"device": "dm-11",
"type": "gauge",
"interval": 0,
"source_type_name": "System"
}, {
"metric": "system.disk.free",
"points": [
[1580960312, 8123864]
],
"tags": [],
"host": "feiyongguanli-cmp-monitor-6a063.novalocal",
"device": "devtmpfs",
"type": "gauge",
"interval": 0,
"source_type_name": "System"
}, {
"metric": "system.disk.free",
"points": [
[1580960312, 1626684]
],
"tags": [],
"host": "feiyongguanli-cmp-monitor-6a063.novalocal",
"device": "tmpfs",
"type": "gauge",
"interval": 0,
"source_type_name": "System"
}, {
"metric": "system.fs.inodes.in_use",
"points": [
[1580960312, 0.033219557255506516]
],
"tags": [],
"host": "feiyongguanli-cmp-monitor-6a063.novalocal",
"device": "/dev/vda2",
"type": "gauge",
"interval": 0,
"source_type_name": "System"
}, {
"metric": "system.disk.read_time_pct",
"points": [
[1580960312, 0]
],
"tags": [],
"host": "feiyongguanli-cmp-monitor-6a063.novalocal",
"device": "dm-10",
"type": "gauge",
"interval": 0,
"source_type_name": "System"
}, {
"metric": "system.disk.write_time_pct",
"points": [
[1580960312, 5.753671727635226]
],
"tags": [],
"host": "feiyongguanli-cmp-monitor-6a063.novalocal",
"device": "dm-3",
"type": "gauge",
"interval": 0,
"source_type_name": "System"
}, {
"metric": "system.disk.write_time_pct",
"points": [
[1580960312, 0]
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}
以上是关于datadog agent接收指标数据，自己实现server的主要内容，如果未能解决你的问题，请参考以下文章
当两个自定义指标之间的百分比差异超过指定百分比阈值时创建 Datadog 警报