[英]Pandas less than or equal to giving TypeError: invalid type comparison
I have 4 lists based on what I want to continuously filter my Pandas data-frame 我有4个基于要连续过滤我的熊猫数据框的列表
categoryList=['Parameter1', 'Parameter1', 'Parameter2', 'Parameter2']
conditionList=['b1', 'b41', 'm1', 'm2']
conditionDescList=['>', 'btn', '<=', 'btn']
conditionParamList=['1000', '2:3', '0.5', '0.1:0.3']
Now I am trying below code to filter rows from my 2 data-frames( df_custid_marker
, df_custid_bp
) based on categoryList
现在我正在尝试下面的代码,以基于
categoryList
从我的2个数据帧( df_custid_marker
, df_custid_bp
)中过滤行
k =0
for i in conditionDescList:
if(categoryList[k]=='Parameter1'):
if(i=='btn'):
arrValues=conditionParamList[k].split(":")
minVal=arrValues[0]
maxVal=arrValues[1]
df_custid_marker=df_custid_marker[(df_custid_marker[conditionList[k]] > minVal) & (df_custid_marker[conditionList[k]] < maxVal)]
elif(i=='>'):
df_custid_marker=df_custid_marker[(df_custid_marker[conditionList[k]] > conditionParamList[k])]
elif(i=='<'):
df_custid_marker=df_custid_marker[(df_custid_marker[conditionList[k]] < conditionParamList[k])]
elif(i=='<='):
df_custid_marker=df_custid_marker[(df_custid_marker[conditionList[k]] < conditionParamList[k]) | (df_custid_marker[conditionList[k]] == conditionParamList[k])]
elif(i=='>='):
df_custid_marker=df_custid_marker[(df_custid_marker[conditionList[k]] > conditionParamList[k]) | (df_custid_marker[conditionList[k]] == conditionParamList[k])]
else:
df_custid_marker=df_custid_marker[(df_custid_marker[conditionList[k]] == conditionParamList[k])]
k+=1
k =0
for i in conditionDescList:
if(categoryList[k]=='Parameter2'):
if(i=='btn'):
arrValues=conditionParamList[k].split(":")
minVal=arrValues[0]
maxVal=arrValues[1]
df_custid_bp=df_custid_bp[(df_custid_bp[conditionList[k]] > minVal) & (df_custid_bp[conditionList[k]] < maxVal)]
elif(i=='>'):
df_custid_bp=df_custid_bp[(df_custid_bp[conditionList[k]] > conditionParamList[k])]
elif(i=='<'):
df_custid_bp=df_custid_bp[(df_custid_bp[conditionList[k]] < conditionParamList[k])]
elif(i=='<='):
df_custid_bp=df_custid_bp[(df_custid_bp[conditionList[k]] < conditionParamList[k]) | (df_custid_bp[conditionList[k]] == conditionParamList[k])]
elif(i=='>='):
df_custid_bp=df_custid_bp[(df_custid_bp[conditionList[k]] > conditionParamList[k]) | (df_custid_bp[conditionList[k]] == conditionParamList[k])]
else:
df_custid_bp=df_custid_bp[(df_custid_bp[conditionList[k]] == conditionParamList[k])]
k+=1
Now I am getting below error for <=
df_custid_marker=df_custid_marker[(df_custid_marker[conditionList[k]] < conditionParamList[k]) | (df_custid_marker[conditionList[k]] == conditionParamList[k])]
现在,我在
<=
df_custid_marker=df_custid_marker[(df_custid_marker[conditionList[k]] < conditionParamList[k]) | (df_custid_marker[conditionList[k]] == conditionParamList[k])]
df_custid_marker=df_custid_marker[(df_custid_marker[conditionList[k]] < conditionParamList[k]) | (df_custid_marker[conditionList[k]] == conditionParamList[k])]
raise TypeError("invalid type comparison")
问题是数据框列类型为float
且列表为string
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