semvec/pypi-packages huggingface dataset:
smoothfdr 0.9.4
False discovery rate smoothing
License: MIT
Keywords: statistics biostatistics fdr hypothesis machinelearning

False Discovery Rate Smoothing
==============================

The smoothfdr package provides an implementation of false dicovery rate smoothing as presented in the paper by Tansey et al. (arxiv link).

The documentation is still being written. To-do list includes:

1) Basic usage

2) Examples

    - 2a) 1-d
    - 2b) 2-d (rectangular)
    - 2c) fMRI (non-rectangular)

All of these cases are covered by the code, but detailed examples still need to be written up.
tcptest 0.6.0
Testing TCP program, following the Perl's Test::TCP include memcached and redis test server.
License: MIT

python-tcptest
==============

tcptest is following Perl's "Test::TCP".

It has the methods like original one, but also has another TestServer implementation.

This package also includes memcached and redis test server support.

SYNOPSIS
--------

.. code-block:: python

  import tcptest.memcached
  import tcptest.redis
  import tcptest.fluentd
  
  # with context
  with tcptest.memcached.Server() as server:
      memd = memcache.Client(['127.0.0.1:%d' % server.port])
      ...
  
  with tcptest.redis.Server() as server:
      db = redis.Redis(host='127.0.0.1', port=server.port, db=0)
      ...
  
  with tcptest.fluentd.Server() as server:
      import fluentd.sender
      import fluentd.event
      fluent.sender.setup('app', port=server.port)
      fluent.event.Event('follow', {'foo': 'bar'})
      fluent.event.Event('label', {'hoge': 'fuga'})
  print server.logs
  # [('app.follow:', {u'foo': u'bar'}), ('app.label:', {u'hoge': u'fuga'})]
  
  # manually handling
  server = tcptest.memcached.Server()
  server.start()
  ...
  server.stop()

TIPS
----

custom server
~~~~~~~~~~~~~

.. code-block:: python

  import tcptest
  
  class YourTestServer(tcptest.TestServer):
      def build_command(self):
          return ('your server command', 'arg1', 'arg2', ...)
  
  with YourTestServer() as server:
      # your server works on server.port
      ...

capture server outputs
~~~~~~~~~~~~~~~~~~~~~~

.. code-block:: python

  import tcptest.redis
  
  res = {}
  with tcptest.redis.Server(res=res) as server:
      ...
  stdout = res['stdout']
  stderr = res['stderr']

redis options
~~~~~~~~~~~~~

.. code-block:: python

  import tcptest.redis
  
  with tcptest.redis.Server(settings=dict(databases=4)) as server:
      ...

redis replication
~~~~~~~~~~~~~~~~~

.. code-block:: python

  import tcptest.redis
  
  master = tcptest.redis.Server()
  master.start()

  slave_settings = {'slaveof': 'localhost %d' % master.port}
  slave = tcptest.redis.Server(settings=slave_settings)
  slave.start()

SEE ALSO
--------

- http://search.cpan.org/~tokuhirom/Test-TCP/
- http://search.cpan.org/~dmaki/Test-Memcached/

CHANGES
-------

0.6.0 - 2015/10/29
~~~~~~~~~~~~~~~~~~

- Support Python3 (thanks ikegami-yukino)
- Improve redis-server port reserve, to support redis cluster

0.5.0 - 2015/06/12
~~~~~~~~~~~~~~~~~~

- Improve error handling (thanks okamuuu)

0.4.0 - 2014/04/05
~~~~~~~~~~~~~~~~~~

- Support fluentd test server

0.3.0 - 2014/01/28
~~~~~~~~~~~~~~~~~~

- Update tcptest.redis
    - pass command args instead of conf file (require redis-server 2.6 or later)
    - cannot overwrite the server port

0.2.4 - 2013/07/16
~~~~~~~~~~~~~~~~~~

- Fix pip installation
    - Add MANIFEST.in

0.2.1-3 - 2013/05/27
~~~~~~~~~~~~~~~~~~~~

- Maintain setup.py and docs

0.2.0 - 2013/05/21
~~~~~~~~~~~~~~~~~~

- Support Redis test server

0.1.0 - 2013/05/21
~~~~~~~~~~~~~~~~~~

- First release

Travis
------

.. image :: https://travis-ci.org/nekoya/python-tcptest.png?branch=master