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API rate limit decorator
.. |build| image:: https://travis-ci.org/tomasbasham/ratelimit.svg?branch=master :target: https://travis-ci.org/tomasbasham/ratelimit
.. |maintainability| image:: https://api.codeclimate.com/v1/badges/21dc7c529c35cd7ef732/maintainability :target: https://codeclimate.com/github/tomasbasham/ratelimit/maintainability :alt: Maintainability
APIs are a very common way to interact with web services. As the need to consume data grows, so does the number of API calls necessary to remain up to date with data sources. However many API providers constrain developers from making too many API calls. This is know as rate limiting and in a worst case scenario your application can be banned from making further API calls if it abuses these limits.
This packages introduces a function decorator preventing a function from being called more often than that allowed by the API provider. This should prevent API providers from banning your applications by conforming to their rate limits.
PyPi ~~~~
To install ratelimit, simply:
.. code:: bash
$ pip install ratelimit
GitHub ~~~~~~
Installing the latest version from Github:
.. code:: bash
$ git clone https://github.com/tomasbasham/ratelimit
$ cd ratelimit
$ python setup.py install
To use this package simply decorate any function that makes an API call:
.. code:: python
from ratelimit import limits
import requests
FIFTEEN_MINUTES = 900
@limits(calls=15, period=FIFTEEN_MINUTES)
def call_api(url):
response = requests.get(url)
if response.status_code != 200:
raise Exception('API response: {}'.format(response.status_code))
return response
This function will not be able to make more then 15 API call within a 15 minute time period.
The arguments passed into the decorator describe the number of function invocation allowed over a specified time period (in seconds). If no time period is specified then it defaults to 15 minutes (the time window imposed by Twitter).
If a decorated function is called more times than that allowed within the
specified time period then a ratelimit.RateLimitException
is raised. This
may be used to implement a retry strategy such as an expoential backoff
<https://pypi.org/project/backoff/>
_
.. code:: python
from ratelimit import limits, RateLimitException
from backoff import on_exception, expo
import requests
FIFTEEN_MINUTES = 900
@on_exception(expo, RateLimitException, max_tries=8)
@limits(calls=15, period=FIFTEEN_MINUTES)
def call_api(url):
response = requests.get(url)
if response.status_code != 200:
raise Exception('API response: {}'.format(response.status_code))
return response
Alternatively to cause the current thread to sleep until the specified time
period has ellapsed and then retry the function use the sleep_and_retry
decorator. This ensures that every function invocation is successful at the
cost of halting the thread.
.. code:: python
from ratelimit import limits, sleep_and_retry
import requests
FIFTEEN_MINUTES = 900
@sleep_and_retry
@limits(calls=15, period=FIFTEEN_MINUTES)
def call_api(url):
response = requests.get(url)
if response.status_code != 200:
raise Exception('API response: {}'.format(response.status_code))
return response
git checkout -b my-new-feature
)git commit -am 'Add some feature'
)git push origin my-new-feature
)This section shows a list of objects the current object is dependent upon in order to be used.
For dependencies that are only relevant as part of the build or runtime of the object, it is best to describe those local to those sections.
This section tracks information useful to describing how to build this object.
ratelimit-2.2.1.tar.gz
application/gzip
Python Source for ratelimit 2.2.1
https://files.pythonhosted.org/packages/ab/38/ff60c8fc9e002d50d48822cc5095deb8ebbc5f91a6b8fdd9731c87a147c9/ratelimit-2.2.1.tar.gz
QmUCHKbv7CmFnTvbYLfKrEKH2d93nFMGe9Vo9fsCRCYpyr
QmQrjMvUYa2X2SaDeRAjPrU6mDhuw1jctnk1ZhAmDMeUfR
Qma9te9sT8ZciUk4uqcniAjrDqb1xr2nKhFatDJ2L7nvyP
downloadargparse-1.4.0.tar.gz
application/gzip
Python Source for argparse 1.4.0
https://files.pythonhosted.org/packages/18/dd/e617cfc3f6210ae183374cd9f6a26b20514bbb5a792af97949c5aacddf0f/argparse-1.4.0.tar.gz
QmVMjtpCHUfoKdHkNdqDCry1Ck6P8Tk9bJaHmrH7a35oXr
QmYhLtiLR6hamZiy5TL3vf5d6fA1z2eq4iGn4EmeJywkFs
QmUyto3kPC3XY43kf9bh6VoSJnEVvUCX32XX5EPXZCFCNw
download/bin/bash
{{ paths.mount }}/build.sh
ratelimit-2.2.1/
3
ratelimit
argparse-1.4.0.tar.gz
linux
x86-64
Objects have a set of files that comprise that object, as seen in the Files tab. When an object is built, they have a set of files that are the result of that build. In each case, these sets of files are the ones that are accessible within a virtual machine when running the object.
This section describes how those files are accessible and visible to that machine. When a virtual machine is created, the data is always accessible read-only within a particular mounted directory. However, applications may expect to be located at particular directories. This section allows one to place files in different directories when the virtual machine is launched.
There are two types of access. One is a link where the file is not copied from its original location. Instead, it creates what is called a symbolic link which is a "shortcut" that acts like a normal file but allows the actual data to be in a different directory. The other type is a traditional copy which copies the data explicitly to the provided destination. This takes more time, but the copy can be modified, unlike the read-only link type.
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