prometheus / prometheus/client_python
CPU and RAM percentage of usage metrics
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Descripción
I need to collect the percentage of usage of CPU and RAM.
I've seen from the README that for Linux these metrics are available with the class ProcessCollector. Indeed I see something just starting the server with start_http_server(8000).
Then, by connecting to localhost:8000, I see an output like this:
# HELP python_gc_objects_collected_total Objects collected during gc
# TYPE python_gc_objects_collected_total counter
python_gc_objects_collected_total{generation="0"} 618.0
python_gc_objects_collected_total{generation="1"} 620.0
python_gc_objects_collected_total{generation="2"} 0.0
# HELP python_gc_objects_uncollectable_total Uncollectable object found during GC
# TYPE python_gc_objects_uncollectable_total counter
python_gc_objects_uncollectable_total{generation="0"} 0.0
python_gc_objects_uncollectable_total{generation="1"} 0.0
python_gc_objects_uncollectable_total{generation="2"} 0.0
# HELP python_gc_collections_total Number of times this generation was collected
# TYPE python_gc_collections_total counter
python_gc_collections_total{generation="0"} 329.0
python_gc_collections_total{generation="1"} 29.0
python_gc_collections_total{generation="2"} 2.0
# HELP python_info Python platform information
# TYPE python_info gauge
python_info{implementation="CPython",major="3",minor="7",patchlevel="4",version="3.7.4"} 1.0
# HELP process_virtual_memory_bytes Virtual memory size in bytes.
# TYPE process_virtual_memory_bytes gauge
process_virtual_memory_bytes 2.096193536e+09
# HELP process_resident_memory_bytes Resident memory size in bytes.
# TYPE process_resident_memory_bytes gauge
process_resident_memory_bytes 2.752512e+08
# HELP process_start_time_seconds Start time of the process since unix epoch in seconds.
# TYPE process_start_time_seconds gauge
process_start_time_seconds 1.6355184461e+09
# HELP process_cpu_seconds_total Total user and system CPU time spent in seconds.
# TYPE process_cpu_seconds_total counter
process_cpu_seconds_total 3.6799999999999997
# HELP process_open_fds Number of open file descriptors.
# TYPE process_open_fds gauge
process_open_fds 7.0
# HELP process_max_fds Maximum number of open file descriptors.
# TYPE process_max_fds gauge
process_max_fds 1.048576e+06
How can I customize this output in order to have RAM, CPU (and eventually GPU) percentage of usage?
For example, I see process_cpu_seconds_total 3.6799999999999997 but I'd like to have something like process_cpu_perc_total 50%. The same for the RAM.
Guía de contribución
Primeros pasos
- Lee el issue completo y luego la guía de contribución del proyecto.
- Comenta en el issue que vas a ocuparte — evita que dos personas hagan lo mismo.
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- Abre un pull request que haga referencia al número del issue.
Línea de trabajo
Comienza con la documentación de ProcessCollector en el README y las métricas process_* mostradas en el issue. Aclara si el proyecto debería añadir métricas porcentuales de CPU y RAM, si la compatibilidad con GPU está dentro del alcance y cómo deberían definirse las mediciones; el issue no menciona archivos, pruebas ni criterios de finalización.
Escrito por el modelo de indexación a partir del texto del issue.
Evaluación
- Stack tecnológico
- python
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- observability-sre
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- Dificultad
- 5/5
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- Más de una semana
- Estado de actividad
- Estancado
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- Necesita aclaración
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