AssertionError: Index is not unique on dataframe (Entity cust) using Featuretools
1
I have a dataframe as below
customerid term age
08a858899538ddb8e015390510b321f0830199897 30 24
18a858959537a097401537a4e316e25f730196361 60 72
a8589c253ace09b0153af6ba58f1f313019822366 45 38
I am creating an entity as below using featuretools
es = es.entity_from_dataframe(entity_id = 'cust', dataframe = df, index = 'customerid')
but i get the error
AssertionError: Index is not unique on dataframe (Entity cust)
yet customerid is the identifier
python python-3.x feature-extraction featuretools
edited Nov 20 at 17:34
Max Kanter
1,10019
asked Nov 20 at 12:27
Ian Okeyo
112
add a comment |
1
I have a dataframe as below
customerid term age
08a858899538ddb8e015390510b321f0830199897 30 24
18a858959537a097401537a4e316e25f730196361 60 72
a8589c253ace09b0153af6ba58f1f313019822366 45 38
I am creating an entity as below using featuretools
es = es.entity_from_dataframe(entity_id = 'cust', dataframe = df, index = 'customerid')
but i get the error
AssertionError: Index is not unique on dataframe (Entity cust)
yet customerid is the identifier
python python-3.x feature-extraction featuretools
edited Nov 20 at 17:34
Max Kanter
1,10019
asked Nov 20 at 12:27
Ian Okeyo
112
1
Is it possible thatcustomeridis not unique? You can check if that is the case withlen(es) == es.customerid.nunique()(if it's False, then you have repeated customerids).
– Julian Peller
Nov 20 at 14:15
1
@JulianPeller is right. You should run that check on the dataframe not the entityset though, so the code would belen(df) == df.customerid.nunique()
– Max Kanter
Nov 20 at 14:45
Oh, you are right. My mistake.
– Julian Peller
Nov 20 at 14:48
add a comment |
1
1
1
I have a dataframe as below
customerid term age
08a858899538ddb8e015390510b321f0830199897 30 24
18a858959537a097401537a4e316e25f730196361 60 72
a8589c253ace09b0153af6ba58f1f313019822366 45 38
I am creating an entity as below using featuretools
es = es.entity_from_dataframe(entity_id = 'cust', dataframe = df, index = 'customerid')
but i get the error
AssertionError: Index is not unique on dataframe (Entity cust)
yet customerid is the identifier
python python-3.x feature-extraction featuretools
edited Nov 20 at 17:34
Max Kanter
1,10019
asked Nov 20 at 12:27
Ian Okeyo
112
I have a dataframe as below
customerid term age
08a858899538ddb8e015390510b321f0830199897 30 24
18a858959537a097401537a4e316e25f730196361 60 72
a8589c253ace09b0153af6ba58f1f313019822366 45 38
I am creating an entity as below using featuretools
es = es.entity_from_dataframe(entity_id = 'cust', dataframe = df, index = 'customerid')
but i get the error
AssertionError: Index is not unique on dataframe (Entity cust)
yet customerid is the identifier
python python-3.x feature-extraction featuretools
python python-3.x feature-extraction featuretools
edited Nov 20 at 17:34
Max Kanter
1,10019
asked Nov 20 at 12:27
Ian Okeyo
112
edited Nov 20 at 17:34
Max Kanter
1,10019
asked Nov 20 at 12:27
Ian Okeyo
112
edited Nov 20 at 17:34
Max Kanter
1,10019
edited Nov 20 at 17:34
Max Kanter
1,10019
edited Nov 20 at 17:34
Max Kanter
1,10019
1,10019
asked Nov 20 at 12:27
Ian Okeyo
112
asked Nov 20 at 12:27
Ian Okeyo
112
asked Nov 20 at 12:27
Ian Okeyo
112
112
1
Is it possible thatcustomeridis not unique? You can check if that is the case withlen(es) == es.customerid.nunique()(if it's False, then you have repeated customerids).
– Julian Peller
Nov 20 at 14:15
1
@JulianPeller is right. You should run that check on the dataframe not the entityset though, so the code would belen(df) == df.customerid.nunique()
– Max Kanter
Nov 20 at 14:45
Oh, you are right. My mistake.
– Julian Peller
Nov 20 at 14:48
add a comment |
1
Is it possible thatcustomeridis not unique? You can check if that is the case withlen(es) == es.customerid.nunique()(if it's False, then you have repeated customerids).
– Julian Peller
Nov 20 at 14:15
1
@JulianPeller is right. You should run that check on the dataframe not the entityset though, so the code would belen(df) == df.customerid.nunique()
– Max Kanter
Nov 20 at 14:45
Oh, you are right. My mistake.
– Julian Peller
Nov 20 at 14:48
1
1
Is it possible that
customerid is not unique? You can check if that is the case with len(es) == es.customerid.nunique() (if it's False, then you have repeated customerids).– Julian Peller
Nov 20 at 14:15
Is it possible that
customerid is not unique? You can check if that is the case with len(es) == es.customerid.nunique() (if it's False, then you have repeated customerids).– Julian Peller
Nov 20 at 14:15
1
1
@JulianPeller is right. You should run that check on the dataframe not the entityset though, so the code would be
len(df) == df.customerid.nunique()– Max Kanter
Nov 20 at 14:45
@JulianPeller is right. You should run that check on the dataframe not the entityset though, so the code would be
len(df) == df.customerid.nunique()– Max Kanter
Nov 20 at 14:45
Oh, you are right. My mistake.
– Julian Peller
Nov 20 at 14:48
Oh, you are right. My mistake.
– Julian Peller
Nov 20 at 14:48
add a comment |
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1
Is it possible that
customeridis not unique? You can check if that is the case withlen(es) == es.customerid.nunique()(if it's False, then you have repeated customerids).– Julian Peller
Nov 20 at 14:15
1
@JulianPeller is right. You should run that check on the dataframe not the entityset though, so the code would be
len(df) == df.customerid.nunique()– Max Kanter
Nov 20 at 14:45
Oh, you are right. My mistake.
– Julian Peller
Nov 20 at 14:48