2022/06/12-2022/06/14 Python处理数据

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2022.06.12

import csv,sys,os
import matplotlib.pyplot as plt


def read(filename):
    # filename='Tcam V5 5.csv'
    csv_reader = csv.reader(open(filename,encoding='utf-8'))

    ls1 = [205+66*i for i in range(31)]
    ls2 = [214+66*i for i in range(31)]
    n = 0
    flag = False
    tmp,res = [],[]
    for row in csv_reader:
        n += 1
        if n > 2205: break
        if n in ls1:
            # print(row[2])
            flag = True
        if n-1 in ls2:
            flag = False
            # print(sum(tmp)/len(tmp))
            res.append(sum(tmp)/len(tmp))
            tmp = []
        if flag:
            tmp.append(float(row[3]))

    with open(filename+'.dat','w') as f:
        for i in res:
            f.write(str(i) + '\n')
    return res

# filename='Tcam V5 5.csv'
# print(read(filename))

for i in os.listdir():
    tmp = i.split()
    # print(tmp)
    if tmp[-1].split('.')[-1] == 'csv' and tmp[0] == 'Tcam':
        read(i)

2022.06.14

import matplotlib.pyplot as plt
import numpy as np
import xlrd,sys,os
import xlwt as ExcelWrite
import xlsxwriter

filename = 'Eng_Sweep_IdVg_220609_095907.xlsx'
data = xlrd.open_workbook(filename)
# print(data.sheet_names())
table = data.sheet_by_name('Sheet1')
# V = table.row_values(2)
V = table.col_values(2)
I = table.col_values(3)

tmp = 7
ls = []
for i in range(1,513):
    ls.append(tmp)
    if i%8 == 0:
        tmp += 108
    else:
        tmp += 114
# print(ls)

resV1,resV2,resV3 = [],[],[]
resV4,resV5,resV6 = [],[],[]
resV7,resV0 = [],[]

resI1,resI2,resI3 = [],[],[]
resI4,resI5,resI6 = [],[],[]
resI7,resI0 = [],[]
for i,j in enumerate(ls):
    if i%8 == 0:
        resV0.append(V[j-1:j+50])
        resI0.append(I[j-1:j+50])
    elif i%8 == 1:
        resV1.append(V[j-1:j+50])
        resI1.append(I[j-1:j+50])
    elif i%8 == 2:
        resV2.append(V[j-1:j+50])
        resI2.append(I[j-1:j+50])
    elif i%8 == 3:
        resV3.append(V[j-1:j+50])
        resI3.append(I[j-1:j+50])
    elif i%8 == 4:
        resV4.append(V[j-1:j+50])
        resI4.append(I[j-1:j+50])
    elif i%8 == 5:
        resV5.append(V[j-1:j+50])
        resI5.append(I[j-1:j+50])
    elif i%8 == 6:
        resV6.append(V[j-1:j+50])
        resI6.append(I[j-1:j+50])
    elif i%8 == 7:
        resV7.append(V[j-1:j+50])
        resI7.append(I[j-1:j+50])



workbook = xlsxwriter.Workbook('res.xlsx')
num = len(resV0)*len(resV0[0])

worksheet0 = workbook.add_worksheet('res0')
row,col = 0,0
for i in range(len(resV0)):
    for j in range(len(resV0[0])):
        worksheet0.write(row,col,resV0[i][j])
        worksheet0.write(row,col+1,resI0[i][j])
        row += 1

worksheet1 = workbook.add_worksheet('res1')
row,col = 0,0
for i in range(len(resV0)):
    for j in range(len(resV0[0])):
        worksheet1.write(row,col,resV1[i][j])
        worksheet1.write(row,col+1,resI1[i][j])
        row += 1

worksheet2 = workbook.add_worksheet('res2')
row,col = 0,0
for i in range(len(resV0)):
    for j in range(len(resV0[0])):
        worksheet2.write(row,col,resV2[i][j])
        worksheet2.write(row,col+1,resI2[i][j])
        row += 1

worksheet3 = workbook.add_worksheet('res3')
row,col = 0,0
for i in range(len(resV0)):
    for j in range(len(resV0[0])):
        worksheet3.write(row,col,resV3[i][j])
        worksheet3.write(row,col+1,resI3[i][j])
        row += 1

worksheet4 = workbook.add_worksheet('res4')
row,col = 0,0
for i in range(len(resV0)):
    for j in range(len(resV0[0])):
        worksheet4.write(row,col,resV4[i][j])
        worksheet4.write(row,col+1,resI4[i][j])
        row += 1

worksheet5 = workbook.add_worksheet('res5')
row,col = 0,0
for i in range(len(resV0)):
    for j in range(len(resV0[0])):
        worksheet5.write(row,col,resV5[i][j])
        worksheet5.write(row,col+1,resI5[i][j])
        row += 1


worksheet6 = workbook.add_worksheet('res6')
row,col = 0,0
for i in range(len(resV0)):
    for j in range(len(resV0[0])):
        worksheet6.write(row,col,resV6[i][j])
        worksheet6.write(row,col+1,resI6[i][j])
        row += 1

worksheet7 = workbook.add_worksheet('res7')
row,col = 0,0
for i in range(len(resV0)):
    for j in range(len(resV0[0])):
        worksheet7.write(row,col,resV7[i][j])
        worksheet7.write(row,col+1,resI7[i][j])
        row += 1

workbook.close()

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