计算减速器中的平均温度

Question

我正在尝试编写一个代码来根据 ncdc 天气计算平均温度 (reducer.py)。

0057011060999991928010112004+67500+012067FM-12+001199999V0202001N012319999999N0500001N9+00281+99999102171ADDAY181999GF108991999999999999001001MD1710261+9999MW1801
0062011060999991928010206004+67500+012067FM-12+001199999V0201801N00931220001CN0200001N9+00281+99999100901ADDAA199002091AY121999GF101991999999017501999999MD1810461+9999
0108011060999991928010212004+67500+012067FM-12+001199999V0201601N009319999999N0100001N9+00111+99999100062ADDAY171999GF108991999011012501001001MD1810542+9999MW1681EQDQ01+000042SCOTLCQ02+100063APOSLPQ03+000542APC3  
0087011060999991928010306004+67500+012067FM-12+001199999V0202001N022619999999N0100001N9+00501+99999098781ADDAA199001091AY161999GF108991999011004501001001MD1310061+9999MW1601EQDQ01+000042SCOTLC
0057011060999991928010312004+67500+012067FM-12+001199999V0202301N01541004501CN0040001N9+00001+99999098951ADDAY161999GF108991081061004501999999MD1210201+9999MW1601

#!/usr/bin/env python

import sys

(last_key, max_val) = (None, -sys.maxint)
for line in sys.stdin:
  (key, val) = line.strip().split("\t")
  if last_key and last_key != key:
    print "%s\t%s" % (last_key, max_val)
    (last_key, max_val) = (key, int(val))
  else:
    (last_key, max_val) = (key, max(max_val, int(val)))

if last_key:
  print "%s\t%s" % (last_key, max_val)

Answer 1

首先，您显示的数据没有标签，因此不清楚为什么您显示了在标签上拆分行并找到最大值的代码。 不是平均水平。

要找到平均值，您需要将所有看到的值收集到一个列表中（ values.append(int(val)) ），然后您可以from statistics import mean并在循环结束时调用mean(values)

我强烈建议您改用mrjob或pyspark