How to use apply_async method in green

Best Python code snippet using green

uniform.py

Source:uniform.py

...64    result = []65    for i in bam_table:66        tissue, marks, filepath, repID = i[1:]67        _ofprefix = '/home/adam/dnase/encode/data/{0}/{1}/{0}.{1}.{2}'.format(marks, tissue, repID)68        result.append(pool.apply_async(bamtotagalin, (marks, filepath, _ofprefix, )))69        finder_ofprefix = '/home/adam/dnase/encode/finder_data/{0}/{1}/{0}.{1}.{2}'.format(marks, tissue, repID)70        result.append(pool.apply_async(finderbam, (marks, filepath, finder_ofprefix, )))71    for _mark in MARKS[1:]:72        for _tissue in TISSUE:73        for _tissue in ['hindbrain']:74            sppfile='./data/{0}/{1}/{0}.{1}.rep1.filt.nodup.sample.15.tagAlign.gz.spp.ccscores'\75                .format(_mark,_tissue)76            frag=[i.rstrip().split('\t') for i in open(sppfile)]77            frag_len = frag[0][2]78            chip_prefix = '/home/adam/dnase/encode/data/{0}/{1}/{0}.{1}'.format(_mark, _tissue)79            control_prefix='/home/adam/dnase/encode/data/ChIP-seq_Control/{0}/ChIP-seq_Control.{0}'.format(_tissue)80            finder_chip_prefix='/home/adam/dnase/encode/finder_data/{0}/{1}/{0}.{1}'.format(_mark, _tissue)81            finder_control_prefix='/home/adam/dnase/encode/finder_data/ChIP-seq_Control/{0}/ChIP-seq_Control.{0}'.format(_tissue)82            result.append(pool.apply_async(Bcp.histone, (chip_prefix, control_prefix, _mark,_tissue, frag_len, )))83            result.append(pool.apply_async(Macs.histone, (chip_prefix,control_prefix,_mark,_tissue, frag_len, )))84            result.append(pool.apply_async(Hotspot.hotspot, (chip_prefix, _mark, _tissue, )))85            result.append(pool.apply_async(Dfilter.histone, (chip_prefix,control_prefix,_mark,_tissue, frag_len, )))86            result.append(pool.apply_async(Finder.histone, (finder_chip_prefix,finder_control_prefix,_mark,_tissue, )))87            result.append(pool.apply_async(Mosaics.histone, (chip_prefix,control_prefix,_mark,_tissue, )))88            result.append(pool.apply_async(Fseq.fseq, (chip_prefix,_mark,_tissue, )))89            result.append(pool.apply_async(Homer.histone, (chip_prefix,control_prefix,_mark,_tissue, frag_len, )))90            result.append(pool.apply_async(Music.histone, (chip_prefix,control_prefix,_mark,_tissue, frag_len, )))91            result.append(pool.apply_async(Rseg.histone, (chip_prefix,control_prefix,_mark,_tissue, frag_len, )))92            93    for _tissue in TISSUE[:5]:94    95        dnase_prefix = '/home/adam/dnase/encode/data/dnase/{0}/dnase.{0}'.format(_tissue)96        result.append(pool.apply_async(Macs.dnase, (dnase_prefix, _tissue, )))97        result.append(pool.apply_async(Hotspot.hotspot, (dnase_prefix, 'dnase', _tissue, )))98        result.append(pool.apply_async(Dfilter.dnase, (dnase_prefix, _tissue, )))99        result.append(pool.apply_async(Fseq.fseq, (dnase_prefix,'dnase',_tissue, )))100        result.append(pool.apply_async(Homer.dnase, (dnase_prefix,_tissue, )))101        102    pool.close()103    pool.join()...

example.py

Source:example.py

1# This example is about the problem of carrying extra state around2# through callback functions.   To test the examples, this very3# simple code emulates the typical control of a callback.4def apply_async(func, args, *, callback):5    # Compute the result6    result = func(*args)7    # Invoke the callback with the result8    callback(result)9# A simple function for testing10def add(x, y):11    return x + y12# (a) A simple callback example13print('# --- Simple Example')14def print_result(result):15    print("Got:", result)16apply_async(add, (2, 3), callback=print_result)17apply_async(add, ('hello', 'world'), callback=print_result)18# (b) Using a bound method19print('# --- Using a bound-method')20class ResultHandler:21    def __init__(self):22        self.sequence = 023    def handler(self, result):24        self.sequence += 125        print('[{}] Got: {}'.format(self.sequence, result))26r = ResultHandler()27apply_async(add, (2, 3), callback=r.handler)28apply_async(add, ('hello', 'world'), callback=r.handler)29# (c) Using a closure30print('# --- Using a closure')31def make_handler():32    sequence = 033    def handler(result):34        nonlocal sequence35        sequence += 136        print('[{}] Got: {}'.format(sequence, result))37    return handler38handler = make_handler()39apply_async(add, (2, 3), callback=handler)40apply_async(add, ('hello', 'world'), callback=handler)41# (d) Using a coroutine42print('# --- Using a coroutine')43def make_handler():44    sequence = 045    while True:46        result = yield47        sequence += 148        print('[{}] Got: {}'.format(sequence, result))49handler = make_handler()50next(handler)    # Advance to the yield51apply_async(add, (2, 3), callback=handler.send)52apply_async(add, ('hello', 'world'), callback=handler.send)53# (e) Partial function application54print('# --- Using partial')55class SequenceNo:56    def __init__(self):57        self.sequence = 058def handler(result, seq):59    seq.sequence += 160    print('[{}] Got: {}'.format(seq.sequence, result))61seq = SequenceNo()62from functools import partial63apply_async(add, (2, 3), callback=partial(handler, seq=seq))...

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