add Prometheus/OpenMetrics exporter (#3081)

* add prometheus endpoint

* refine metrics implementation

* move metrics generator to ClassFlowControll

* add more metrics
align prefix

* add more metrics
clean up

* refine documentation

* revert dependencies change

* sanitize labels

* create separate module for openmetrics

* move openmetrics to separate folder

* clean up

* add basic unit-tests

* work with const numbers
add replaceAll for string replacement
avoid opening std namespace
adapt unit-tests

* Update code/main/server_main.cpp

---------

Co-authored-by: CaCO3 <caco3@ruinelli.ch>
This commit is contained in:
Henry Thasler
2024-06-02 21:13:15 +02:00
committed by GitHub
parent 1300242d4a
commit 1a76ae121c
13 changed files with 228 additions and 2 deletions

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@@ -2,6 +2,6 @@ FILE(GLOB_RECURSE app_sources ${CMAKE_CURRENT_SOURCE_DIR}/*.*)
idf_component_register(SRCS ${app_sources}
INCLUDE_DIRS "."
REQUIRES esp_timer esp_wifi jomjol_tfliteclass jomjol_helper jomjol_controlcamera jomjol_mqtt jomjol_influxdb jomjol_fileserver_ota jomjol_image_proc jomjol_wlan)
REQUIRES esp_timer esp_wifi jomjol_tfliteclass jomjol_helper jomjol_controlcamera jomjol_mqtt jomjol_influxdb jomjol_fileserver_ota jomjol_image_proc jomjol_wlan openmetrics)

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@@ -927,3 +927,11 @@ string ClassFlowControll::getJSON()
{
return flowpostprocessing->GetJSON();
}
/**
* @returns a vector of all current sequences
**/
const std::vector<NumberPost*> &ClassFlowControll::getNumbers()
{
return *flowpostprocessing->GetNumbers();
}

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@@ -52,6 +52,7 @@ public:
string GetPrevalue(std::string _number = "");
bool ReadParameter(FILE* pfile, string& aktparamgraph);
string getJSON();
const std::vector<NumberPost*> &getNumbers();
string getNumbersName();
string TranslateAktstatus(std::string _input);

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@@ -474,6 +474,71 @@ esp_err_t handler_json(httpd_req_t *req)
return ESP_OK;
}
/**
* Generates a http response containing the OpenMetrics (https://openmetrics.io/) text wire format
* according to https://github.com/OpenObservability/OpenMetrics/blob/main/specification/OpenMetrics.md#text-format.
*
* A MetricFamily with a Metric for each Sequence is provided. If no valid value is available, the metric is not provided.
* MetricPoints are provided without a timestamp. Additional metrics with some device information is also provided.
*
* The metric name prefix is 'ai_on_the_edge_device_'.
*
* example configuration for Prometheus (`prometheus.yml`):
*
* - job_name: watermeter
* static_configs:
* - targets: ['watermeter.fritz.box']
*
*/
esp_err_t handler_openmetrics(httpd_req_t *req)
{
#ifdef DEBUG_DETAIL_ON
LogFile.WriteHeapInfo("handler_openmetrics - Start");
#endif
ESP_LOGD(TAG, "handler_openmetrics uri: %s", req->uri);
if (bTaskAutoFlowCreated)
{
httpd_resp_set_hdr(req, "Access-Control-Allow-Origin", "*");
httpd_resp_set_type(req, "text/plain"); // application/openmetrics-text is not yet supported by prometheus so we use text/plain for now
const string metricNamePrefix = "ai_on_the_edge_device";
// get current measurement (flow)
string response = createSequenceMetrics(metricNamePrefix, flowctrl.getNumbers());
// CPU Temperature
response += createMetric(metricNamePrefix + "_cpu_temperature_celsius", "current cpu temperature in celsius", "gauge", std::to_string((int)temperatureRead()));
// WiFi signal strength
response += createMetric(metricNamePrefix + "_rssi_dbm", "current WiFi signal strength in dBm", "gauge", std::to_string(get_WIFI_RSSI()));
// memory info
response += createMetric(metricNamePrefix + "_memory_heap_free_bytes", "available heap memory", "gauge", std::to_string(getESPHeapSize()));
// device uptime
response += createMetric(metricNamePrefix + "_uptime_seconds", "device uptime in seconds", "gauge", std::to_string((long)getUpTime()));
// data aquisition round
response += createMetric(metricNamePrefix + "_rounds_total", "data aquisition rounds since device startup", "counter", std::to_string(countRounds));
// the response always contains at least the metadata (HELP, TYPE) for the MetricFamily so no length check is needed
httpd_resp_send(req, response.c_str(), response.length());
}
else
{
httpd_resp_send_err(req, HTTPD_403_FORBIDDEN, "Flow not (yet) started: REST API /metrics not yet available!");
return ESP_ERR_NOT_FOUND;
}
#ifdef DEBUG_DETAIL_ON
LogFile.WriteHeapInfo("handler_openmetrics - Done");
#endif
return ESP_OK;
}
esp_err_t handler_wasserzaehler(httpd_req_t *req)
{
#ifdef DEBUG_DETAIL_ON
@@ -1650,4 +1715,12 @@ void register_server_main_flow_task_uri(httpd_handle_t server)
camuri.handler = handler_stream;
camuri.user_ctx = (void *)"stream";
httpd_register_uri_handler(server, &camuri);
/** will handle metrics requests */
camuri.uri = "/metrics";
camuri.handler = handler_openmetrics;
camuri.user_ctx = (void *)"metrics";
httpd_register_uri_handler(server, &camuri);
/** when adding a new handler, make sure to increment the value for config.max_uri_handlers in `main/server_main.cpp` */
}

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@@ -9,6 +9,7 @@
#include <esp_http_server.h>
#include "CImageBasis.h"
#include "ClassFlowControll.h"
#include "openmetrics.h"
typedef struct
{

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@@ -1206,3 +1206,13 @@ bool isInString(std::string &s, std::string const &toFind)
return true;
}
// from https://stackoverflow.com/a/14678800
void replaceAll(std::string& s, const std::string& toReplace, const std::string& replaceWith)
{
size_t pos = 0;
while ((pos = s.find(toReplace, pos)) != std::string::npos) {
s.replace(pos, toReplace.length(), replaceWith);
pos += replaceWith.length();
}
}

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@@ -98,6 +98,7 @@ const char* get404(void);
std::string UrlDecode(const std::string& value);
void replaceAll(std::string& s, const std::string& toReplace, const std::string& replaceWith);
bool replaceString(std::string& s, std::string const& toReplace, std::string const& replaceWith);
bool replaceString(std::string& s, std::string const& toReplace, std::string const& replaceWith, bool logIt);
bool isInString(std::string& s, std::string const& toFind);

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@@ -0,0 +1,7 @@
FILE(GLOB_RECURSE app_sources ${CMAKE_CURRENT_SOURCE_DIR}/*.*)
idf_component_register(SRCS ${app_sources}
INCLUDE_DIRS "."
REQUIRES jomjol_image_proc)

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@@ -0,0 +1,43 @@
#include "openmetrics.h"
/**
* create a singe metric from the given input
**/
std::string createMetric(const std::string &metricName, const std::string &help, const std::string &type, const std::string &value)
{
return "# HELP " + metricName + " " + help + "\n" +
"# TYPE " + metricName + " " + type + "\n" +
metricName + " " + value + "\n";
}
/**
* Generate the MetricFamily from all available sequences
* @returns the string containing the text wire format of the MetricFamily
**/
std::string createSequenceMetrics(std::string prefix, const std::vector<NumberPost *> &numbers)
{
std::string res;
for (const auto &number : numbers)
{
// only valid data is reported (https://github.com/OpenObservability/OpenMetrics/blob/main/specification/OpenMetrics.md#missing-data)
if (number->ReturnValue.length() > 0)
{
auto label = number->name;
// except newline, double quote, and backslash (https://github.com/OpenObservability/OpenMetrics/blob/main/specification/OpenMetrics.md#abnf)
// to keep it simple, these characters are just removed from the label
replaceAll(label, "\\", "");
replaceAll(label, "\"", "");
replaceAll(label, "\n", "");
res += prefix + "_flow_value{sequence=\"" + label + "\"} " + number->ReturnValue + "\n";
}
}
// prepend metadata if a valid metric was created
if (res.length() > 0)
{
res = "# HELP " + prefix + "_flow_value current value of meter readout\n# TYPE " + prefix + "_flow_value gauge\n" + res;
}
return res;
}

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@@ -0,0 +1,15 @@
#pragma once
#ifndef OPENMETRICS_H
#define OPENMETRICS_H
#include <string>
#include <fstream>
#include <vector>
#include "ClassFlowDefineTypes.h"
std::string createMetric(const std::string &metricName, const std::string &help, const std::string &type, const std::string &value);
std::string createSequenceMetrics(std::string prefix, const std::vector<NumberPost *> &numbers);
#endif // OPENMETRICS_H

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@@ -459,7 +459,7 @@ httpd_handle_t start_webserver(void)
config.server_port = 80;
config.ctrl_port = 32768;
config.max_open_sockets = 5; //20210921 --> previously 7
config.max_uri_handlers = 39; // previously 24, 20220511: 35, 20221220: 37, 2023-01-02:38
config.max_uri_handlers = 40; // Make sure this fits all URI handlers. Memory usage in bytes: 6*max_uri_handlers
config.max_resp_headers = 8;
config.backlog_conn = 5;
config.lru_purge_enable = true; // this cuts old connections if new ones are needed.

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@@ -0,0 +1,65 @@
#include <unity.h>
#include <openmetrics.h>
void test_createMetric()
{
// simple happy path
const char *expected = "# HELP metric_name short description\n# TYPE metric_name gauge\nmetric_name 123.456\n";
std::string result = createMetric("metric_name", "short description", "gauge", "123.456");
TEST_ASSERT_EQUAL_STRING(expected, result.c_str());
}
/**
* test the replaceString function as it's a dependency to sanitize sequence names
*/
void test_replaceString()
{
std::string sample = "hello\\world\\";
replaceAll(sample, "\\", "");
TEST_ASSERT_EQUAL_STRING("helloworld", sample.c_str());
sample = "hello\"world\"";
replaceAll(sample, "\"", "");
TEST_ASSERT_EQUAL_STRING("helloworld", sample.c_str());
sample = "hello\nworld\n";
replaceAll(sample, "\n", "");
TEST_ASSERT_EQUAL_STRING("helloworld", sample.c_str());
sample = "\\\\\\\\\\\\\\\\\\hello\\world\\\\\\\\\\\\\\\\\\\\";
replaceAll(sample, "\\", "");
TEST_ASSERT_EQUAL_STRING("helloworld", sample.c_str());
}
void test_createSequenceMetrics()
{
std::vector<NumberPost *> NUMBERS;
NumberPost *number_1 = new NumberPost;
number_1->name = "main";
number_1->ReturnValue = "123.456";
NUMBERS.push_back(number_1);
const std::string metricNamePrefix = "ai_on_the_edge_device";
const std::string metricName = metricNamePrefix + "_flow_value";
std::string expected1 = "# HELP " + metricName + " current value of meter readout\n# TYPE " + metricName + " gauge\n" +
metricName + "{sequence=\"" + number_1->name + "\"} " + number_1->ReturnValue + "\n";
TEST_ASSERT_EQUAL_STRING(expected1.c_str(), createSequenceMetrics(metricNamePrefix, NUMBERS).c_str());
NumberPost *number_2 = new NumberPost;
number_2->name = "secondary";
number_2->ReturnValue = "1.0";
NUMBERS.push_back(number_2);
std::string expected2 = "# HELP " + metricName + " current value of meter readout\n# TYPE " + metricName + " gauge\n" +
metricName + "{sequence=\"" + number_1->name + "\"} " + number_1->ReturnValue + "\n" +
metricName + "{sequence=\"" + number_2->name + "\"} " + number_2->ReturnValue + "\n";
TEST_ASSERT_EQUAL_STRING(expected2.c_str(), createSequenceMetrics(metricNamePrefix, NUMBERS).c_str());
}
void test_openmetrics()
{
test_createMetric();
test_replaceString();
test_createSequenceMetrics();
}

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@@ -20,6 +20,7 @@
#include "components/jomjol-flowcontroll/test_PointerEvalAnalogToDigitNew.cpp"
#include "components/jomjol-flowcontroll/test_getReadoutRawString.cpp"
#include "components/jomjol-flowcontroll/test_cnnflowcontroll.cpp"
#include "components/openmetrics/test_openmetrics.cpp"
#include "components/jomjol_mqtt/test_server_mqtt.cpp"
bool Init_NVS_SDCard()
@@ -167,6 +168,7 @@ extern "C" void app_main()
// getReadoutRawString test
RUN_TEST(test_getReadoutRawString);
RUN_TEST(test_openmetrics);
RUN_TEST(test_mqtt);
UNITY_END();