我对Python很陌生,我很难在csv文件中保存字典列表。
我想在csv文件中写出我的列表,使用竖线字符作为分隔符
我的清单是:
[{'COAST': {'Max_Load': 18779, 'Month': 8, 'Day': 13, 'Hour': 17, 'Year': 2013}},
{'EAST': {'Max_Load': 2380, 'Month': 8, 'Day': 5, 'Hour': 17, 'Year': 2013}},
{'FAR_WEST': {'Max_Load': 2281, 'Month': 6, 'Day': 26, 'Hour': 17, 'Year': 2013}},
{'NORTH': {'Max_Load': 1544, 'Month': 8, 'Day': 7, 'Hour': 17, 'Year': 2013}},
{'NORTH_C': {'Max_Load': 24415, 'Month': 8, 'Day': 7, 'Hour': 18, 'Year': 2013}},
{'SOUTHERN': {'Max_Load': 5494.157645, 'Month': 8, 'Day': 8, 'Hour': 16, 'Year': 2013}},
{'SOUTH_C': {'Max_Load': 11433, 'Month': 8, 'Day': 8, 'Hour': 18, 'Year': 2013}},
{'WEST': {'Max_Load': 1862, 'Month': 8, 'Day': 7, 'Hour': 17, 'Year': 2013}},
{'ERCOT': {'Max_Load': 67595, 'Month': 8, 'Day': 7, 'Hour': 17, 'Year': 2013}}]
我的最终csv应如下所示:
站|年|月|日|小时|最大负载
海岸| 2013 | 01 | 01 | 10 | 12345
EAST | 2013 | 01 | 01 | 10 | 12345
FAR_WEST | 2013 | 01 | 01 | 10 | 12345
NORTH | 2013 | 01 | 01 | 10 | 12345 NORTH_C | 2013 | 01 | 01 | 10 | 12345
SOUTHERN | 2013 | 01 | 01 | 10 | 12345
SOUTH_C | 2013 | 01 | 01 | 10 | 12345
WEST | 2013 | 01 | 01 | 10 | 12345
我正在尝试编写一个函数save_file来保存像上面这样的csv文件中的列表但是我不知道如何获取字典的键并将它们写入行('COAST')和列('Year', 'Month', 'Date', 'Hour', 'Max Load').
def save_file(data, filename):
for i in range(len(data)):
for k,v in data[i].items():
print k
for k1,v1 in v.items():
print k1,v1
with open(filename,'wb') as f:
fieldnames = ["Station","Year", "Month", "Date", "Hour", "Max Load"]
wr = csv.writer(f, delimiter="|", fieldnames = fieldnames)
wr.writeheader()
非常感谢任何帮助。
答案 0 :(得分:3)
您可以使用csv.DictWriter
在csv
文件中编写字典:
list_of_dict=[{'COAST': {'Max_Load': 18779, 'Month': 8, 'Day': 13, 'Hour': 17, 'Year': 2013}},
{'EAST': {'Max_Load': 2380, 'Month': 8, 'Day': 5, 'Hour': 17, 'Year': 2013}},
{'FAR_WEST': {'Max_Load': 2281, 'Month': 6, 'Day': 26, 'Hour': 17, 'Year': 2013}},
{'NORTH': {'Max_Load': 1544, 'Month': 8, 'Day': 7, 'Hour': 17, 'Year': 2013}},
{'NORTH_C': {'Max_Load': 24415, 'Month': 8, 'Day': 7, 'Hour': 18, 'Year': 2013}},
{'SOUTHERN': {'Max_Load': 5494.157645, 'Month': 8, 'Day': 8, 'Hour': 16, 'Year': 2013}},
{'SOUTH_C': {'Max_Load': 11433, 'Month': 8, 'Day': 8, 'Hour': 18, 'Year': 2013}},
{'WEST': {'Max_Load': 1862, 'Month': 8, 'Day': 7, 'Hour': 17, 'Year': 2013}},
{'ERCOT': {'Max_Load': 67595, 'Month': 8, 'Day': 7, 'Hour': 17, 'Year': 2013}}]
import csv
with open('names.csv', 'w') as csvfile:
fieldnames = ('Station','Year', 'Month', 'Day', 'Hour', 'Max_Load')
writer = csv.DictWriter(csvfile, fieldnames=fieldnames,delimiter='|')
writer.writeheader()
for d in list_of_dict:
k,v=d.items()[0]
v['Station']=k
writer.writerow(v)
答案 1 :(得分:2)
Here you go:
lst=...
subkeys=["Year","Month","Day","Hour","Max_Load"]
with open("test.csv", "w") as f:
f.write("Station|Year|Month|Day|Hour|Max Load\n\n")
for elem in lst:
for key in elem.keys():
f.write(key)
f.write("|")
for k, subkey in enumerate(subkeys):
f.write(str(elem[key][subkey]))
if k < len(subkeys)-1: f.write("|")
f.write("\n\n")