python 列表list去重
一.{}.fromkeys(list).keys()
list2 = {}.fromkeys(list1).keys()
二.set
list2 = list(set(list1))
三.itertools.grouby
ids = [1,4,3,3,4,2,3,4,5,6,1]
ids.sort()
it = itertools.groupby(ids)
for k, g in it:
print k
四,笨方法
ids = [1,2,3,3,4,2,3,4,5,6,1]
news_ids = []
for id in ids:
if id not in news_ids:
news_ids.append(id)
print news_ids
这四种都有个特点,去重后元素排序变了,效率 据说第一种比第二种快一点
五.索引再次排序 这种可以去重并且保持元素顺序
#要结果是[1, 4, 3, 2, 5, 6] 不要[1, 2, 3, 4, 5, 6]
ids = [1,4,3,3,4,2,3,4,5,6,1]
news_ids = list(set(ids))
news_ids.sort(key=ids.index)
print news_ids #[1, 4, 3, 2, 5, 6]
六:Reduce
ids = [1,4,3,3,4,2,3,4,5,6,1]
func = lambda x,y:x if y in x else x + [y]
print reduce(func, [[], ] + ids)#[1, 4, 3, 2, 5, 6]

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numpyallowsforvariousoperationsonArrays:1)basicarithmeticlikeaddition,减法,乘法和division; 2)evationAperationssuchasmatrixmultiplication; 3)element-wiseOperations wiseOperationswithOutexpliitloops; 4)

Arresinpython,尤其是Throughnumpyandpandas,weessentialFordataAnalysis,offeringSpeedAndeffied.1)NumpyArseNable efflaysenable efficefliceHandlingAtaSetSetSetSetSetSetSetSetSetSetSetsetSetSetSetSetsopplexoperationslikemovingaverages.2)

列表sandnumpyArraysInpyThonHavedIfferentMemoryfootprints:listSaremoreFlexibleButlessMemory-效率,而alenumpyArraySareSareOptimizedFornumericalData.1)listsStorReereReereReereReereFerenceStoObjects,withoverHeadeBheadaroundAroundaroundaround64bytaround64bitson64-bitsysysysyssyssyssyssyssyssysssys2)

toensurepythonscriptsbehavecorrectlyacrycrossdevelvermations,登台和生产,USETHESTERTATE:1)Environment varriablesforsimplesettings,2)configurationFilesForefilesForcomPlexSetups,3)dynamiCofforAdaptapity.eachmethodofferSuniquebeneiquebeneiquebeneniqueBenefitsaniqueBenefitsandrefitsandRequiresandRequireSandRequireSca

Python列表切片的基本语法是list[start:stop:step]。1.start是包含的第一个元素索引,2.stop是排除的第一个元素索引,3.step决定元素之间的步长。切片不仅用于提取数据,还可以修改和反转列表。

ListSoutPerformarRaysin:1)DynamicsizicsizingandFrequentInsertions/删除,2)储存的二聚体和3)MemoryFeliceFiceForceforseforsparsedata,butmayhaveslightperformancecostsinclentoperations。

toConvertapythonarraytoalist,usEthelist()constructororageneratorexpression.1)intimpthearraymoduleandcreateanArray.2)USELIST(ARR)或[XFORXINARR] to ConconverTittoalist,请考虑performorefformanceandmemoryfformanceandmemoryfformienceforlargedAtasetset。


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