遍历dataframe每一行的每一个元素

 python遍历的代码，其中df是dataframe类型：

        #1. 从mysql读取数据
        #"ts_code", "buydate", "buyprice", "selldate", "sellprice", "duration", "strategyid"
        df = self.dbadapter.QueryBTStrategy(id=1)
        #2. 统计某一个卖出时间，对应的涨跌幅平均值

        print(type(df))   #
        print(type(df.values))#
        print(df.values)
        
        #遍历
        for row in df.values:
            print(row[0], '  ', row[1], '  ', row[2])

 

输出：

[['002089.SZ' '20190416' Decimal('5.75') ... Decimal('6.10') 1 '1']
 ['002231.SZ' '20190416' Decimal('8.35') ... Decimal('9.19') 1 '1']
 ['002792.SZ' '20190416' Decimal('35.85') ... Decimal('37.28') 1 '1']
 ...
 ['600621.SH' '20190906' Decimal('13.78') ... Decimal('14.15') 1 '1']
 ['603058.SH' '20190905' Decimal('7.52') ... Decimal('7.77') 2 '1']
 ['603797.SH' '20190906' Decimal('12.88') ... Decimal('13.94') 1 '1']]
002089.SZ    20190416    5.75
002231.SZ    20190416    8.35
002792.SZ    20190416    35.85
300115.SZ    20190416    13.97
300394.SZ    20190416    34.56
300590.SZ    20190416    42.80
300634.SZ    20190416    30.43
603220.SH    20190416    34.62
300312.SZ    20190416    9.21
002426.SZ    20190417    3.66
300072.SZ    20190418    12.50
603626.SH    20190418    11.34
000413.SZ    20190419    6.99
000530.SZ    20190418    5.24
000972.SZ    20190417    3.79
002147.SZ    20190419    3.49
002297.SZ    20190419    8.66
002316.SZ    20190418    10.03
002436.SZ    20190418    5.77
002778.SZ    20190419    23.00
300128.SZ    20190419    5.80
300136.SZ    20190416    31.24
300160.SZ    20190419    4.58
300366.SZ    20190419    9.78
600773.SH    20190419    8.86
603015.SH    20190418    8.24
603059.SH    20190419    38.19
002600.SZ    20190422    6.31
600499.SH    20190422    5.88
002243.SZ    20190423    22.03
002837.SZ    20190423    21.74
300710.SZ    20190423    33.15
600235.SH    20190423    7.81
600604.SH    20190423    17.58
000050.SZ    20190424    17.38
000997.SZ    20190424    19.33
002387.SZ    20190424    14.01
002870.SZ    20190424    25.95
300097.SZ    20190424    14.84
600186.SH    20190424    2.30
300012.SZ    20190426    9.77
603283.SH    20190426    21.96
600410.SH    20190429    9.73
002698.SZ    20190510    14.32
300578.SZ    20190510    28.73
300472.SZ    20190515    22.13
002112.SZ    20190516    8.35
002496.SZ    20190516    3.63
002621.SZ    20190515    22.87
603899.SH    20190515    39.88
600238.SH    20190520    9.10
600331.SH    20190520    3.50
601208.SH    20190520    5.02
603528.SH    20190521    7.81
000955.SZ    20190522    5.29
002032.SZ    20190522    69.60
002368.SZ    20190522    34.63
300126.SZ    20190522    6.47
300540.SZ    20190522    19.60
600555.SH    20190522    3.22
603496.SH    20190522    29.18
000652.SZ    20190523    4.08
002638.SZ    20190523    3.00
600128.SH    20190523    8.27
600792.SH    20190523    4.22
603638.SH    20190523    21.75
603977.SH    20190523    8.15
002939.SZ    20190524    13.09
002947.SZ    20190524    40.80
603906.SH    20190524    13.93
002084.SZ    20190524    4.98
002370.SZ    20190527    17.84
002666.SZ    20190527    4.98
002943.SZ    20190527    31.64
600117.SH    20190527    4.03
601162.SH    20190527    8.91
002072.SZ    20190528    4.86
002163.SZ    20190528    5.76
002564.SZ    20190527    5.98
002886.SZ    20190528    22.35
002888.SZ    20190527    19.97
002906.SZ    20190527    11.06
600064.SH    20190528    11.17
600523.SH    20190528    13.56
000812.SZ    20190528    4.02
002090.SZ    20190529    20.34
002822.SZ    20190529    5.89
002945.SZ    20190529    11.99
300293.SZ    20190528    8.69
300426.SZ    20190529    7.21
600031.SH    20190528    12.65
600480.SH    20190528    9.87
600635.SH    20190528    6.91
600961.SH    20190529    8.74
603308.SH    20190527    9.97
603377.SH    20190527    17.46
000852.SZ    20190530    9.06
002167.SZ    20190530    7.39
002460.SZ    20190530    25.11
002688.SZ    20190530    5.91
002942.SZ    20190530    29.82
300179.SZ    20190524    4.56
300191.SZ    20190530    18.88
300363.SZ    20190530    8.83
300697.SZ    20190530    13.74
600302.SH    20190529    5.84
603590.SH    20190530    38.58
603727.SH    20190530    16.95
603876.SH    20190530    16.83
000611.SZ    20190531    3.84
000975.SZ    20190531    10.47
002136.SZ    20190528    8.59
002155.SZ    20190531    8.21
002443.SZ    20190531    7.78
002531.SZ    20190531    5.46
002921.SZ    20190531    21.39
300746.SZ    20190531    18.35
600538.SH    20190531    5.45
600871.SH    20190531    2.75
600929.SH    20190530    9.03
601865.SH    20190531    12.23
603031.SH    20190531    13.00
603700.SH    20190531    26.17
603713.SH    20190531    41.30
000544.SZ    20190531    6.23
000961.SZ    20190603    8.98
002636.SZ    20190530    8.19
002828.SZ    20190603    13.28
300208.SZ    20190603    6.40
300501.SZ    20190603    22.32
600525.SH    20190603    5.85
600547.SH    20190603    32.29
601100.SH    20190528    30.35
601319.SH    20190529    9.10
603042.SH    20190603    14.47
603136.SH    20190530    21.63
603559.SH    20190603    21.07
603602.SH    20190603    22.66
603912.SH    20190603    15.08
002422.SZ    20190531    30.16
002848.SZ    20190604    14.10
300678.SZ    20190604    22.16
300716.SZ    20190603    11.42
600311.SH    20190604    4.23
601928.SH    20190531    8.11
002217.SZ    20190604    5.90
002491.SZ    20190605    8.51
002908.SZ    20190605    21.16
300410.SZ    20190603    20.01
300570.SZ    20190605    22.16
300597.SZ    20190605    16.72
300638.SZ    20190605    49.62
002557.SZ    20190605    23.30
002813.SZ    20190610    32.32
000037.SZ    20190611    10.60
002398.SZ    20190611    6.40
002571.SZ    20190611    6.05
300103.SZ    20190611    10.53
603922.SH    20190611    16.80
000633.SZ    20190612    5.56
002464.SZ    20190611    12.25
300339.SZ    20190612    13.23
300357.SZ    20190611    31.86
600864.SH    20190612    6.88
000338.SZ    20190611    12.46
002670.SZ    20190613    11.33
300014.SZ    20190613    25.80
300386.SZ    20190613    12.99
300469.SZ    20190613    23.44
300605.SZ    20190613    20.86
600193.SH    20190613    3.29
600478.SH    20190613    6.09
600698.SH    20190613    2.72
000976.SZ    20190614    5.45
600421.SH    20190614    13.76
600711.SH    20190614    5.56
000545.SZ    20190617    4.29
002511.SZ    20190617    11.00
600456.SH    20190617    23.27
600882.SH    20190617    10.50
300518.SZ    20190618    25.32
603008.SH    20190618    11.18
002384.SZ    20190620    14.75
002672.SZ    20190620    11.77
300262.SZ    20190620    6.80
600501.SH    20190620    9.08
600885.SH    20190620    24.16
601555.SH    20190620    10.52
000716.SZ    20190621    5.79
601388.SH    20190621    2.27
002450.SZ    20190624    2.81
002705.SZ    20190624    10.70
300509.SZ    20190624    9.04
600530.SH    20190624    6.22
600682.SH    20190621    10.79
601218.SH    20190624    3.16
603816.SH    20190624    30.99
002568.SZ    20190624    16.87
002631.SZ    20190625    8.91
300111.SZ    20190625    2.79
300417.SZ    20190621    22.00
600378.SH    20190625    14.92
603185.SH    20190624    42.09
603233.SH    20190624    42.42
603660.SH    20190624    15.53
002184.SZ    20190625    11.70
002589.SZ    20190625    7.67
600026.SH    20190621    6.53
601777.SH    20190626    4.64
603936.SH    20190626    13.39
002175.SZ    20190626    2.27
002388.SZ    20190627    6.86
300353.SZ    20190625    13.77
300601.SZ    20190627    52.15
300655.SZ    20190627    16.18
600408.SH    20190627    2.44
600677.SH    20190625    18.24
603517.SH    20190626    38.35
603800.SH    20190626    13.54
000820.SZ    20190626    2.34
002544.SZ    20190628    13.00
000859.SZ    20190701    5.39
002397.SZ    20190701    5.66
002458.SZ    20190701    20.86
002579.SZ    20190701    10.92
002650.SZ    20190701    3.88
300420.SZ    20190624    5.59
300566.SZ    20190701    17.03
600462.SH    20190626    1.61
000038.SZ    20190702    8.20
002274.SZ    20190702    7.54
300207.SZ    20190701    12.45
300571.SZ    20190701    43.41
600368.SH    20190703    5.22
600614.SH    20190703    2.55
300696.SZ    20190704    29.58
300717.SZ    20190705    17.34
600035.SH    20190705    3.76
603739.SH    20190705    31.81
002100.SZ    20190708    9.13
600191.SH    20190708    6.17
601177.SH    20190708    10.42
300123.SZ    20190708    8.90
603229.SH    20190701    13.30
300387.SZ    20190715    11.09
600281.SH    20190712    4.97
002194.SZ    20190717    15.99
002777.SZ    20190716    27.50
002692.SZ    20190718    2.60
300174.SZ    20190717    21.80
002909.SZ    20190718    10.58
300595.SZ    20190725    36.73
603843.SH    20190729    5.97
300250.SZ    20190801    14.29
300499.SZ    20190801    10.93
300508.SZ    20190729    33.56
600275.SH    20190801    2.46
603110.SH    20190801    16.64
603722.SH    20190801    24.00
600366.SH    20190805    8.10
300542.SZ    20190806    14.80
300745.SZ    20190806    25.10
600083.SH    20190806    13.23
603617.SH    20190808    18.89
300600.SZ    20190809    10.63
300726.SZ    20190812    26.03
002786.SZ    20190815    7.66
603583.SH    20190815    34.83
002781.SZ    20190812    18.52
300556.SZ    20190819    17.80
600127.SH    20190815    5.18
002168.SZ    20190820    8.60
601066.SH    20190820    18.80
002192.SZ    20190821    16.71
300081.SZ    20190821    8.55
300675.SZ    20190821    16.29
600081.SH    20190821    9.86
600217.SH    20190821    5.86
600745.SH    20190821    42.85
002130.SZ    20190822    4.76
002229.SZ    20190822    6.90
002325.SZ    20190821    3.13
300379.SZ    20190820    21.20
300449.SZ    20190822    9.02
603520.SH    20190822    23.57
002437.SZ    20190823    3.48
600903.SH    20190823    11.68
002114.SZ    20190823    8.01
002509.SZ    20190827    1.74
002662.SZ    20190826    2.88
002743.SZ    20190827    5.95
300431.SZ    20190827    5.36
300107.SZ    20190829    8.09
300351.SZ    20190827    8.71
600800.SH    20190826    5.48
002077.SZ    20190830    6.24
002570.SZ    20190827    5.28
300455.SZ    20190830    9.18
002395.SZ    20190902    24.35
300362.SZ    20190830    3.40
300598.SZ    20190902    34.82
300629.SZ    20190902    21.20
300768.SZ    20190902    38.52
000727.SZ    20190903    2.33
002467.SZ    20190903    5.94
002941.SZ    20190903    22.61
600198.SH    20190903    11.67
002195.SZ    20190903    3.50
300637.SZ    20190904    12.88
603078.SH    20190903    27.62
000063.SZ    20190905    30.65
600776.SH    20190905    22.46
000586.SZ    20190906    12.86
000890.SZ    20190906    6.44
002396.SZ    20190906    27.58
300260.SZ    20190904    12.53
300560.SZ    20190906    18.47
300763.SZ    20190904    39.21
600094.SH    20190906    7.79
600352.SH    20190905    14.88
600621.SH    20190906    13.78
603058.SH    20190905    7.52
603797.SH    20190906    12.88
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