client_python | Prometheus instrumentation library for Python applications | Analytics library

by prometheus Python Version: v0.17.0 License: Apache-2.0

X-Ray Key Features Code Snippets(10)Community Discussions(6)Vulnerabilities Install Support

kandi X-RAY | client_python Summary

client_python is a Python library typically used in Analytics, Prometheus applications. client_python has no bugs, it has no vulnerabilities, it has build file available, it has a Permissive License and it has medium support. You can install using 'pip install client_python' or download it from GitHub, PyPI.

Summaries track the size and number of events.

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Quality

Security

License

Reuse

Support

client_python has a medium active ecosystem.

It has 3394 star(s) with 733 fork(s). There are 69 watchers for this library.

There were 1 major release(s) in the last 12 months.

There are 69 open issues and 397 have been closed. On average issues are closed in 149 days. There are 15 open pull requests and 0 closed requests.

It has a neutral sentiment in the developer community.

The latest version of client_python is v0.17.0

Quality

client_python has 0 bugs and 0 code smells.

Security

client_python has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.

client_python code analysis shows 0 unresolved vulnerabilities.

There are 0 security hotspots that need review.

License

client_python is licensed under the Apache-2.0 License. This license is Permissive.

Permissive licenses have the least restrictions, and you can use them in most projects.

Reuse

client_python releases are available to install and integrate.

Deployable package is available in PyPI.

Build file is available. You can build the component from source.

Installation instructions, examples and code snippets are available.

client_python saves you 2499 person hours of effort in developing the same functionality from scratch.

It has 5727 lines of code, 604 functions and 41 files.

It has medium code complexity. Code complexity directly impacts maintainability of the code.

Top functions reviewed by kandi - BETA

kandi has reviewed client_python and discovered the below as its top functions. This is intended to give you an instant insight into client_python implemented functionality, and help decide if they suit your requirements.

Decorator to turn a function into a function
Create a function definition
Update this function s attributes
Create a function from a source template
Start a WSGI server
Creates a WSGI app
Create a decorator function from a caller
Wrap a function
Collect metrics for the gc
Add a metric
Creates a prometheus app
Bake output
Return information about the Java SDK
Validate labelnames
Creates a metric family
Convert a text file to metric families
Return the value class
Provide information about the platform
Observe counter
Thread
Increment the counter
Return a generator that collects metrics
Write the registry to a text file
Handle GET request
Set the labels for this metric
The child samples
Validate buckets

Get all kandi verified functions for this library.

client_python Key Features

No Key Features are available at this moment for client_python.

client_python Examples and Code Snippets

miner_exporter,Running locally

Python

Lines of Code : 1

License : Permissive (MIT)

Copy

pip install prometheus_client psutil docker

Timestamps error while working with Prometheus Python client - "Error on ingesting samples that are too old or are too far into the future"

Python

Lines of Code : 3

License : Strong Copyleft (CC BY-SA 4.0)

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  scrape_interval: 1m
  scrape_timeout: 10s

pip install fails in Dockerfile, but is possible in Container

Python

Lines of Code : 30

License : Strong Copyleft (CC BY-SA 4.0)

Copy

FROM python:3.9.9-slim-buster

WORKDIR /

COPY wheels ./wheels

## INSTALL WITH APK
RUN apt-get update && apt-get install -y \
    g++ \
    gcc \
    python3-dev \ 
    libjpeg-dev \
    zlib1g-dev \
    make \
    wget \
    liba

Unable to Deploy Django App to Heroku because of PyWin32

Python

Lines of Code : 2

License : Strong Copyleft (CC BY-SA 4.0)

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pywin32==223; sys_platform == "win32"

return _VF.norm(input, p, _dim, keepdim=keepdim) IndexError: Dimension out of range (expected to be in range of [-2, 1], but got 2)

Python

Lines of Code : 7

License : Strong Copyleft (CC BY-SA 4.0)

Copy

if self.l2_norm:
    masked_embedding = F.normalize(masked_embedding, p=2.0, dim=1, eps=1e-10)

if self.l2_norm:
    norm = masked_embedding.norm(p=2, dim=1, keepdim=True) + 1e-10
    masked_embedding /= norm

File "mtrand.pyx", line 905, in numpy.random.mtrand.RandomState.choice TypeError: 'dict_keys' object cannot be interpreted as an integerPythonLines of Code : 2License : Strong Copyleft (CC BY-SA 4.0)

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np.random.choice(list(candidate_sets))

File "mtrand.pyx", line 905, in numpy.random.mtrand.RandomState.choice TypeError: 'dict_keys' object cannot be interpreted as an integerPythonLines of Code : 11License : Strong Copyleft (CC BY-SA 4.0)

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        [...]
        candidate_sets = self.category2ims[item_type].keys()
        attempts = 0
        while item_out == item_id and attempts < 100:
            choice = np.random.choice(candidate_sets)
            [...]

Heroku: Compiled Slug Size is too large Python

Python

Lines of Code : 4

License : Strong Copyleft (CC BY-SA 4.0)

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heroku run bash -a

du -ha --max-depth 1 /app | sort -hr

How to create a requirements.txt file in Django project?

Python

Lines of Code : 4

License : Strong Copyleft (CC BY-SA 4.0)

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python -m pip freeze

pip freeze > requirements.txt

Telegram bot on Heroku returns ModuleNotFoundError

Python

Lines of Code : 6

License : Strong Copyleft (CC BY-SA 4.0)

Copy

[packages]
python-telegram-bot = "*"
python-google-places = "*"

[dev-packages]

Community Discussions

Trending Discussions on client_python

Timestamps error while working with Prometheus Python client - "Error on ingesting samples that are too old or are too far into the future"

Prometheus function decorator with labels initialized during runtime

Pushing metrics to Prometheus Pushgateway fails frequently

prometheus_client custom metrics with Flask

How can I expose prometheus metrics from multiple subprocesses?

Setting Up Prometheus with Python in Kubernetes Cluster

QUESTION

Timestamps error while working with Prometheus Python client - "Error on ingesting samples that are too old or are too far into the future"

Asked 2022-Feb-21 at 09:26

I'm trying to import performance test results history to Prometheus and faced a strange issue with the official Python Prometheus client.

Such code works correctly:

...

ANSWER

Answered 2021-Dec-11 at 08:15

I was able to successfully execute your code and query the metric in prometheus: https://replit.com/@pygeek1/ComplicatedAcidicAxis#main.py

I suspect that there is an issue with the Prometheus server. Ensure server time is set correctly. A similar issue was reported over a 1 year ago, caused by an issue regarding server time constantly changing: https://github.com/prometheus/prometheus/issues/6554

Source https://stackoverflow.com/questions/70092048

QUESTION

Prometheus function decorator with labels initialized during runtime

Asked 2021-Sep-13 at 08:43

I already saw this thread: https://github.com/prometheus/client_python/issues/157 I wanted to know if there's a way to use the function decorator syntax with labels that will be instantiated at a later point? I need to fetch the label values from another service first. I am currently filling in some dummy values which will give me duplicated metrics and this actually doesn't work:

...

ANSWER

Answered 2021-Sep-13 at 08:43

Couldn't figure out how to do this with function decorators and instead used the context manager notation which works.

Source https://stackoverflow.com/questions/69121010

QUESTION

Pushing metrics to Prometheus Pushgateway fails frequently

Asked 2020-Oct-07 at 08:14

I am using the Prometheus Client library to push metrics to pushgateway. Frequently I am getting below error while pushing the metrics. How can I find the root cause of this issue?

...

ANSWER

Answered 2020-Oct-07 at 08:14

We use Kubernetes internally for deploying services, and here I am trying to Push metrics to push gateway using its ingress. Changing it to use Kubernetes service names instead of ingress reduced these errors significantly but this is not a portable solution incase if service is relocated to other cluster. Solution which worked for me is to do retry using python decorator functions

Source https://stackoverflow.com/questions/63616041

QUESTION

prometheus_client custom metrics with Flask

Asked 2020-Sep-27 at 15:57

I am trying to service custom Prometheus metrics through Flask. Lookingg at https://github.com/prometheus/client_python, I have a code similar to:

...

ANSWER

Answered 2020-Sep-27 at 15:57

Solved the issue by registering my custom collector to the REGISTRY with

Source https://stackoverflow.com/questions/63967291

QUESTION

How can I expose prometheus metrics from multiple subprocesses?

Asked 2020-May-14 at 20:46

I have a service which currently exposes metrics with a prometheus client at port 8000.

I want to change this process to be a controlling parent process, who spawns one (independent) child process per "thing" i.e. the child process is parameterised by thing_id and the parent calls systemctl start child@thing_id

The metrics exposed are independent per "thing", so I still want to expose these metrics per process, using a label thing to identify and analyse accordingly.

However it seems I must run start_http_server(8000) within each service, which will error due to "port already in use". I have tried only starting the server in the parent process, but none of the metrics from the child processes are observed.

I could define some port range and have one http server per process, and increase my number of targets accordingly, but that seems rather clunky.

I have looked into https://github.com/prometheus/client_python/blob/master/prometheus_client/multiprocess.py which I believe may be a solution, but thought there might be an easier way just using subprocessing and systemctl ...

...

ANSWER

Answered 2020-May-14 at 20:46

In the end I used prometheus "push gateway" to achieve this - creating within each child service a GatewayClient who pushes based on a job id. The parent service does clean up when it stops a child process with delete_from_gateway.

Installed push gateway with help from https://sysadmins.co.za/install-pushgateway-to-expose-metrics-to-prometheus/

Basic client code below

Source https://stackoverflow.com/questions/61785170

QUESTION

Setting Up Prometheus with Python in Kubernetes Cluster

Asked 2020-Jan-16 at 02:15

I am integrating Prometheus into my Kubernetes cluster with the helm chart I downloaded from https://github.com/helm/helm. I am using Azure to deploy my AKS if you must know. In each of my pod, the container runs a Docker image which includes the master_server.py script that controls the workflow in my master pod.

I am trying to get some custom metrics off from my master pod via master_server.py with the official Prometheus Python package - https://github.com/prometheus/client_python. My master_server.py looks something like this,

master_server.py (truncated)

...

ANSWER

Answered 2020-Jan-14 at 14:47

Yes I got it working thanks to Charles' comments!

I was running a Tornado web server for my application in the master pod at port 8080 so that might have disrupted the Prometheus HTTP server to scrape the metrics out of the master pod.

In the end, I opened another port at 8081 in my master pod's deployment.yaml like this,

Source https://stackoverflow.com/questions/59656925

Community Discussions, Code Snippets contain sources that include Stack Exchange Network