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量化交易吧 /  量化平台 帖子:3365835 新帖:10

聚宽jupyter多进程的实现

量化王者发表于:5 月 10 日 06:55回复(1)

在用多进行处理数据时,遇到一个bug,就是跑着跑着没反应,带星号状态,网上找到一个方法,就是调用模块的方式解决的:

生成一个脚本get_stock.py文件保存在研究文件的同级目录下进行调用

def get_stock():
    return get_index_stocks('000300.XSHG')
aa
---------------------------------------------------------------------------
NameError                                 Traceback (most recent call last)
<ipython-input-1-d404401c8c64> in <module>()
----> 1 aa

NameError: name 'aa' is not defined
import get_stock

get_stock.get_stock()
['000001.XSHE',
 '000002.XSHE',
 '000063.XSHE',
 '000069.XSHE',
 '000100.XSHE',
 '000157.XSHE',
 '000166.XSHE',
 '000333.XSHE',
 '000338.XSHE',
 '000402.XSHE',
 '000408.XSHE',
 '000413.XSHE',
 '000415.XSHE',
 '000423.XSHE',
 '000425.XSHE',
 '000503.XSHE',
 '000538.XSHE',
 '000553.XSHE',
 '000568.XSHE',
 '000625.XSHE',
 '000627.XSHE',
 '000630.XSHE',
 '000651.XSHE',
 '000661.XSHE',
 '000671.XSHE',
 '000703.XSHE',
 '000709.XSHE',
 '000725.XSHE',
 '000728.XSHE',
 '000768.XSHE',
 '000776.XSHE',
 '000783.XSHE',
 '000786.XSHE',
 '000792.XSHE',
 '000826.XSHE',
 '000839.XSHE',
 '000858.XSHE',
 '000876.XSHE',
 '000895.XSHE',
 '000898.XSHE',
 '000938.XSHE',
 '000959.XSHE',
 '000961.XSHE',
 '000963.XSHE',
 '000983.XSHE',
 '001965.XSHE',
 '001979.XSHE',
 '002001.XSHE',
 '002007.XSHE',
 '002008.XSHE',
 '002024.XSHE',
 '002027.XSHE',
 '002032.XSHE',
 '002044.XSHE',
 '002050.XSHE',
 '002065.XSHE',
 '002081.XSHE',
 '002085.XSHE',
 '002120.XSHE',
 '002142.XSHE',
 '002146.XSHE',
 '002153.XSHE',
 '002179.XSHE',
 '002202.XSHE',
 '002230.XSHE',
 '002236.XSHE',
 '002241.XSHE',
 '002252.XSHE',
 '002271.XSHE',
 '002294.XSHE',
 '002304.XSHE',
 '002310.XSHE',
 '002311.XSHE',
 '002352.XSHE',
 '002411.XSHE',
 '002415.XSHE',
 '002422.XSHE',
 '002450.XSHE',
 '002456.XSHE',
 '002460.XSHE',
 '002466.XSHE',
 '002468.XSHE',
 '002475.XSHE',
 '002493.XSHE',
 '002508.XSHE',
 '002555.XSHE',
 '002558.XSHE',
 '002572.XSHE',
 '002594.XSHE',
 '002601.XSHE',
 '002602.XSHE',
 '002624.XSHE',
 '002625.XSHE',
 '002673.XSHE',
 '002714.XSHE',
 '002736.XSHE',
 '002773.XSHE',
 '002797.XSHE',
 '002925.XSHE',
 '300003.XSHE',
 '300015.XSHE',
 '300017.XSHE',
 '300024.XSHE',
 '300033.XSHE',
 '300059.XSHE',
 '300070.XSHE',
 '300072.XSHE',
 '300122.XSHE',
 '300124.XSHE',
 '300136.XSHE',
 '300142.XSHE',
 '300144.XSHE',
 '300251.XSHE',
 '300296.XSHE',
 '300408.XSHE',
 '300433.XSHE',
 '600000.XSHG',
 '600004.XSHG',
 '600009.XSHG',
 '600010.XSHG',
 '600011.XSHG',
 '600015.XSHG',
 '600016.XSHG',
 '600018.XSHG',
 '600019.XSHG',
 '600023.XSHG',
 '600025.XSHG',
 '600027.XSHG',
 '600028.XSHG',
 '600029.XSHG',
 '600030.XSHG',
 '600031.XSHG',
 '600036.XSHG',
 '600038.XSHG',
 '600048.XSHG',
 '600050.XSHG',
 '600061.XSHG',
 '600066.XSHG',
 '600068.XSHG',
 '600085.XSHG',
 '600089.XSHG',
 '600100.XSHG',
 '600104.XSHG',
 '600109.XSHG',
 '600111.XSHG',
 '600115.XSHG',
 '600118.XSHG',
 '600153.XSHG',
 '600157.XSHG',
 '600170.XSHG',
 '600176.XSHG',
 '600177.XSHG',
 '600188.XSHG',
 '600196.XSHG',
 '600208.XSHG',
 '600219.XSHG',
 '600221.XSHG',
 '600233.XSHG',
 '600271.XSHG',
 '600276.XSHG',
 '600297.XSHG',
 '600309.XSHG',
 '600332.XSHG',
 '600339.XSHG',
 '600340.XSHG',
 '600346.XSHG',
 '600352.XSHG',
 '600362.XSHG',
 '600369.XSHG',
 '600372.XSHG',
 '600383.XSHG',
 '600390.XSHG',
 '600398.XSHG',
 '600406.XSHG',
 '600415.XSHG',
 '600436.XSHG',
 '600438.XSHG',
 '600482.XSHG',
 '600487.XSHG',
 '600489.XSHG',
 '600498.XSHG',
 '600516.XSHG',
 '600518.XSHG',
 '600519.XSHG',
 '600522.XSHG',
 '600535.XSHG',
 '600547.XSHG',
 '600549.XSHG',
 '600566.XSHG',
 '600570.XSHG',
 '600583.XSHG',
 '600585.XSHG',
 '600588.XSHG',
 '600606.XSHG',
 '600637.XSHG',
 '600660.XSHG',
 '600674.XSHG',
 '600688.XSHG',
 '600690.XSHG',
 '600703.XSHG',
 '600704.XSHG',
 '600705.XSHG',
 '600739.XSHG',
 '600741.XSHG',
 '600760.XSHG',
 '600795.XSHG',
 '600809.XSHG',
 '600816.XSHG',
 '600837.XSHG',
 '600867.XSHG',
 '600886.XSHG',
 '600887.XSHG',
 '600893.XSHG',
 '600900.XSHG',
 '600909.XSHG',
 '600919.XSHG',
 '600926.XSHG',
 '600958.XSHG',
 '600977.XSHG',
 '600998.XSHG',
 '600999.XSHG',
 '601006.XSHG',
 '601009.XSHG',
 '601012.XSHG',
 '601018.XSHG',
 '601021.XSHG',
 '601066.XSHG',
 '601088.XSHG',
 '601108.XSHG',
 '601111.XSHG',
 '601117.XSHG',
 '601138.XSHG',
 '601155.XSHG',
 '601166.XSHG',
 '601169.XSHG',
 '601186.XSHG',
 '601198.XSHG',
 '601211.XSHG',
 '601212.XSHG',
 '601216.XSHG',
 '601225.XSHG',
 '601228.XSHG',
 '601229.XSHG',
 '601238.XSHG',
 '601288.XSHG',
 '601318.XSHG',
 '601328.XSHG',
 '601333.XSHG',
 '601336.XSHG',
 '601360.XSHG',
 '601377.XSHG',
 '601390.XSHG',
 '601398.XSHG',
 '601555.XSHG',
 '601600.XSHG',
 '601601.XSHG',
 '601607.XSHG',
 '601611.XSHG',
 '601618.XSHG',
 '601628.XSHG',
 '601633.XSHG',
 '601668.XSHG',
 '601669.XSHG',
 '601688.XSHG',
 '601727.XSHG',
 '601766.XSHG',
 '601788.XSHG',
 '601800.XSHG',
 '601808.XSHG',
 '601818.XSHG',
 '601828.XSHG',
 '601838.XSHG',
 '601857.XSHG',
 '601877.XSHG',
 '601878.XSHG',
 '601881.XSHG',
 '601888.XSHG',
 '601898.XSHG',
 '601899.XSHG',
 '601901.XSHG',
 '601919.XSHG',
 '601933.XSHG',
 '601939.XSHG',
 '601985.XSHG',
 '601988.XSHG',
 '601989.XSHG',
 '601991.XSHG',
 '601992.XSHG',
 '601997.XSHG',
 '601998.XSHG',
 '603156.XSHG',
 '603160.XSHG',
 '603259.XSHG',
 '603260.XSHG',
 '603288.XSHG',
 '603799.XSHG',
 '603833.XSHG',
 '603858.XSHG',
 '603986.XSHG',
 '603993.XSHG']
from multiprocessing import Pool
import get_stock
p = Pool(processes = 4)
results = {}
for i in range(4):
    res= p.apply_async(get_stock.get_stock,args=())
    results[i] = res.get()
p.close()
p.join()
print(results)
{0: ['000001.XSHE', '000002.XSHE', '000063.XSHE', '000069.XSHE', '000100.XSHE', '000157.XSHE', '000166.XSHE', '000333.XSHE', '000338.XSHE', '000402.XSHE', '000408.XSHE', '000413.XSHE', '000415.XSHE', '000423.XSHE', '000425.XSHE', '000503.XSHE', '000538.XSHE', '000553.XSHE', '000568.XSHE', '000625.XSHE', '000627.XSHE', '000630.XSHE', '000651.XSHE', '000661.XSHE', '000671.XSHE', '000703.XSHE', '000709.XSHE', '000725.XSHE', '000728.XSHE', '000768.XSHE', '000776.XSHE', '000783.XSHE', '000786.XSHE', '000792.XSHE', '000826.XSHE', '000839.XSHE', '000858.XSHE', '000876.XSHE', '000895.XSHE', '000898.XSHE', '000938.XSHE', '000959.XSHE', '000961.XSHE', '000963.XSHE', '000983.XSHE', '001965.XSHE', '001979.XSHE', '002001.XSHE', '002007.XSHE', '002008.XSHE', '002024.XSHE', '002027.XSHE', '002032.XSHE', '002044.XSHE', '002050.XSHE', '002065.XSHE', '002081.XSHE', '002085.XSHE', '002120.XSHE', '002142.XSHE', '002146.XSHE', '002153.XSHE', '002179.XSHE', '002202.XSHE', '002230.XSHE', '002236.XSHE', '002241.XSHE', '002252.XSHE', '002271.XSHE', '002294.XSHE', '002304.XSHE', '002310.XSHE', '002311.XSHE', '002352.XSHE', '002411.XSHE', '002415.XSHE', '002422.XSHE', '002450.XSHE', '002456.XSHE', '002460.XSHE', '002466.XSHE', '002468.XSHE', '002475.XSHE', '002493.XSHE', '002508.XSHE', '002555.XSHE', '002558.XSHE', '002572.XSHE', '002594.XSHE', '002601.XSHE', '002602.XSHE', '002624.XSHE', '002625.XSHE', '002673.XSHE', '002714.XSHE', '002736.XSHE', '002773.XSHE', '002797.XSHE', '002925.XSHE', '300003.XSHE', '300015.XSHE', '300017.XSHE', '300024.XSHE', '300033.XSHE', '300059.XSHE', '300070.XSHE', '300072.XSHE', '300122.XSHE', '300124.XSHE', '300136.XSHE', '300142.XSHE', '300144.XSHE', '300251.XSHE', '300296.XSHE', '300408.XSHE', '300433.XSHE', '600000.XSHG', '600004.XSHG', '600009.XSHG', '600010.XSHG', '600011.XSHG', '600015.XSHG', '600016.XSHG', '600018.XSHG', '600019.XSHG', '600023.XSHG', '600025.XSHG', '600027.XSHG', '600028.XSHG', '600029.XSHG', '600030.XSHG', '600031.XSHG', '600036.XSHG', '600038.XSHG', '600048.XSHG', '600050.XSHG', '600061.XSHG', '600066.XSHG', '600068.XSHG', '600085.XSHG', '600089.XSHG', '600100.XSHG', '600104.XSHG', '600109.XSHG', '600111.XSHG', '600115.XSHG', '600118.XSHG', '600153.XSHG', '600157.XSHG', '600170.XSHG', '600176.XSHG', '600177.XSHG', '600188.XSHG', '600196.XSHG', '600208.XSHG', '600219.XSHG', '600221.XSHG', '600233.XSHG', '600271.XSHG', '600276.XSHG', '600297.XSHG', '600309.XSHG', '600332.XSHG', '600339.XSHG', '600340.XSHG', '600346.XSHG', '600352.XSHG', '600362.XSHG', '600369.XSHG', '600372.XSHG', '600383.XSHG', '600390.XSHG', '600398.XSHG', '600406.XSHG', '600415.XSHG', '600436.XSHG', '600438.XSHG', '600482.XSHG', '600487.XSHG', '600489.XSHG', '600498.XSHG', '600516.XSHG', '600518.XSHG', '600519.XSHG', '600522.XSHG', '600535.XSHG', '600547.XSHG', '600549.XSHG', '600566.XSHG', '600570.XSHG', '600583.XSHG', '600585.XSHG', '600588.XSHG', '600606.XSHG', '600637.XSHG', '600660.XSHG', '600674.XSHG', '600688.XSHG', '600690.XSHG', '600703.XSHG', '600704.XSHG', '600705.XSHG', '600739.XSHG', '600741.XSHG', '600760.XSHG', '600795.XSHG', '600809.XSHG', '600816.XSHG', '600837.XSHG', '600867.XSHG', '600886.XSHG', '600887.XSHG', '600893.XSHG', '600900.XSHG', '600909.XSHG', '600919.XSHG', '600926.XSHG', '600958.XSHG', '600977.XSHG', '600998.XSHG', '600999.XSHG', '601006.XSHG', '601009.XSHG', '601012.XSHG', '601018.XSHG', '601021.XSHG', '601066.XSHG', '601088.XSHG', '601108.XSHG', '601111.XSHG', '601117.XSHG', '601138.XSHG', '601155.XSHG', '601166.XSHG', '601169.XSHG', '601186.XSHG', '601198.XSHG', '601211.XSHG', '601212.XSHG', '601216.XSHG', '601225.XSHG', '601228.XSHG', '601229.XSHG', '601238.XSHG', '601288.XSHG', '601318.XSHG', '601328.XSHG', '601333.XSHG', '601336.XSHG', '601360.XSHG', '601377.XSHG', '601390.XSHG', '601398.XSHG', '601555.XSHG', '601600.XSHG', '601601.XSHG', '601607.XSHG', '601611.XSHG', '601618.XSHG', '601628.XSHG', '601633.XSHG', '601668.XSHG', '601669.XSHG', '601688.XSHG', '601727.XSHG', '601766.XSHG', '601788.XSHG', '601800.XSHG', '601808.XSHG', '601818.XSHG', '601828.XSHG', '601838.XSHG', '601857.XSHG', '601877.XSHG', '601878.XSHG', '601881.XSHG', '601888.XSHG', '601898.XSHG', '601899.XSHG', '601901.XSHG', '601919.XSHG', '601933.XSHG', '601939.XSHG', '601985.XSHG', '601988.XSHG', '601989.XSHG', '601991.XSHG', '601992.XSHG', '601997.XSHG', '601998.XSHG', '603156.XSHG', '603160.XSHG', '603259.XSHG', '603260.XSHG', '603288.XSHG', '603799.XSHG', '603833.XSHG', '603858.XSHG', '603986.XSHG', '603993.XSHG'], 1: ['000001.XSHE', '000002.XSHE', '000063.XSHE', '000069.XSHE', '000100.XSHE', '000157.XSHE', '000166.XSHE', '000333.XSHE', '000338.XSHE', '000402.XSHE', '000408.XSHE', '000413.XSHE', '000415.XSHE', '000423.XSHE', '000425.XSHE', '000503.XSHE', '000538.XSHE', '000553.XSHE', '000568.XSHE', '000625.XSHE', '000627.XSHE', '000630.XSHE', '000651.XSHE', '000661.XSHE', '000671.XSHE', '000703.XSHE', '000709.XSHE', '000725.XSHE', '000728.XSHE', '000768.XSHE', '000776.XSHE', '000783.XSHE', '000786.XSHE', '000792.XSHE', '000826.XSHE', '000839.XSHE', '000858.XSHE', '000876.XSHE', '000895.XSHE', '000898.XSHE', '000938.XSHE', '000959.XSHE', '000961.XSHE', '000963.XSHE', '000983.XSHE', '001965.XSHE', '001979.XSHE', '002001.XSHE', '002007.XSHE', '002008.XSHE', '002024.XSHE', '002027.XSHE', '002032.XSHE', '002044.XSHE', '002050.XSHE', '002065.XSHE', '002081.XSHE', '002085.XSHE', '002120.XSHE', '002142.XSHE', '002146.XSHE', '002153.XSHE', '002179.XSHE', '002202.XSHE', '002230.XSHE', '002236.XSHE', '002241.XSHE', '002252.XSHE', '002271.XSHE', '002294.XSHE', '002304.XSHE', '002310.XSHE', '002311.XSHE', '002352.XSHE', '002411.XSHE', '002415.XSHE', '002422.XSHE', '002450.XSHE', '002456.XSHE', '002460.XSHE', '002466.XSHE', '002468.XSHE', '002475.XSHE', '002493.XSHE', '002508.XSHE', '002555.XSHE', '002558.XSHE', '002572.XSHE', '002594.XSHE', '002601.XSHE', '002602.XSHE', '002624.XSHE', '002625.XSHE', '002673.XSHE', '002714.XSHE', '002736.XSHE', '002773.XSHE', '002797.XSHE', '002925.XSHE', '300003.XSHE', '300015.XSHE', '300017.XSHE', '300024.XSHE', '300033.XSHE', '300059.XSHE', '300070.XSHE', '300072.XSHE', '300122.XSHE', '300124.XSHE', '300136.XSHE', '300142.XSHE', '300144.XSHE', '300251.XSHE', '300296.XSHE', '300408.XSHE', '300433.XSHE', '600000.XSHG', '600004.XSHG', '600009.XSHG', '600010.XSHG', '600011.XSHG', '600015.XSHG', '600016.XSHG', '600018.XSHG', '600019.XSHG', '600023.XSHG', '600025.XSHG', '600027.XSHG', '600028.XSHG', '600029.XSHG', '600030.XSHG', '600031.XSHG', '600036.XSHG', '600038.XSHG', '600048.XSHG', '600050.XSHG', '600061.XSHG', '600066.XSHG', '600068.XSHG', '600085.XSHG', '600089.XSHG', '600100.XSHG', '600104.XSHG', '600109.XSHG', '600111.XSHG', '600115.XSHG', '600118.XSHG', '600153.XSHG', '600157.XSHG', '600170.XSHG', '600176.XSHG', '600177.XSHG', '600188.XSHG', '600196.XSHG', '600208.XSHG', '600219.XSHG', '600221.XSHG', '600233.XSHG', '600271.XSHG', '600276.XSHG', '600297.XSHG', '600309.XSHG', '600332.XSHG', '600339.XSHG', '600340.XSHG', '600346.XSHG', '600352.XSHG', '600362.XSHG', '600369.XSHG', '600372.XSHG', '600383.XSHG', '600390.XSHG', '600398.XSHG', '600406.XSHG', '600415.XSHG', '600436.XSHG', '600438.XSHG', '600482.XSHG', '600487.XSHG', '600489.XSHG', '600498.XSHG', '600516.XSHG', '600518.XSHG', '600519.XSHG', '600522.XSHG', '600535.XSHG', '600547.XSHG', '600549.XSHG', '600566.XSHG', '600570.XSHG', '600583.XSHG', '600585.XSHG', '600588.XSHG', '600606.XSHG', '600637.XSHG', '600660.XSHG', '600674.XSHG', '600688.XSHG', '600690.XSHG', '600703.XSHG', '600704.XSHG', '600705.XSHG', '600739.XSHG', '600741.XSHG', '600760.XSHG', '600795.XSHG', '600809.XSHG', '600816.XSHG', '600837.XSHG', '600867.XSHG', '600886.XSHG', '600887.XSHG', '600893.XSHG', '600900.XSHG', '600909.XSHG', '600919.XSHG', '600926.XSHG', '600958.XSHG', '600977.XSHG', '600998.XSHG', '600999.XSHG', '601006.XSHG', '601009.XSHG', '601012.XSHG', '601018.XSHG', '601021.XSHG', '601066.XSHG', '601088.XSHG', '601108.XSHG', '601111.XSHG', '601117.XSHG', '601138.XSHG', '601155.XSHG', '601166.XSHG', '601169.XSHG', '601186.XSHG', '601198.XSHG', '601211.XSHG', '601212.XSHG', '601216.XSHG', '601225.XSHG', '601228.XSHG', '601229.XSHG', '601238.XSHG', '601288.XSHG', '601318.XSHG', '601328.XSHG', '601333.XSHG', '601336.XSHG', '601360.XSHG', '601377.XSHG', '601390.XSHG', '601398.XSHG', '601555.XSHG', '601600.XSHG', '601601.XSHG', '601607.XSHG', '601611.XSHG', '601618.XSHG', '601628.XSHG', '601633.XSHG', '601668.XSHG', '601669.XSHG', '601688.XSHG', '601727.XSHG', '601766.XSHG', '601788.XSHG', '601800.XSHG', '601808.XSHG', '601818.XSHG', '601828.XSHG', '601838.XSHG', '601857.XSHG', '601877.XSHG', '601878.XSHG', '601881.XSHG', '601888.XSHG', '601898.XSHG', '601899.XSHG', '601901.XSHG', '601919.XSHG', '601933.XSHG', '601939.XSHG', '601985.XSHG', '601988.XSHG', '601989.XSHG', '601991.XSHG', '601992.XSHG', '601997.XSHG', '601998.XSHG', '603156.XSHG', '603160.XSHG', '603259.XSHG', '603260.XSHG', 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'002602.XSHE', '002624.XSHE', '002625.XSHE', '002673.XSHE', '002714.XSHE', '002736.XSHE', '002773.XSHE', '002797.XSHE', '002925.XSHE', '300003.XSHE', '300015.XSHE', '300017.XSHE', '300024.XSHE', '300033.XSHE', '300059.XSHE', '300070.XSHE', '300072.XSHE', '300122.XSHE', '300124.XSHE', '300136.XSHE', '300142.XSHE', '300144.XSHE', '300251.XSHE', '300296.XSHE', '300408.XSHE', '300433.XSHE', '600000.XSHG', '600004.XSHG', '600009.XSHG', '600010.XSHG', '600011.XSHG', '600015.XSHG', '600016.XSHG', '600018.XSHG', '600019.XSHG', '600023.XSHG', '600025.XSHG', '600027.XSHG', '600028.XSHG', '600029.XSHG', '600030.XSHG', '600031.XSHG', '600036.XSHG', '600038.XSHG', '600048.XSHG', '600050.XSHG', '600061.XSHG', '600066.XSHG', '600068.XSHG', '600085.XSHG', '600089.XSHG', '600100.XSHG', '600104.XSHG', '600109.XSHG', '600111.XSHG', '600115.XSHG', '600118.XSHG', '600153.XSHG', '600157.XSHG', '600170.XSHG', '600176.XSHG', '600177.XSHG', '600188.XSHG', '600196.XSHG', '600208.XSHG', '600219.XSHG', 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