Hallo

codefragment



In [7]:

    
import pandas as pd

coverage = pd.read_csv("../input/spring-petclinic/jacoco.csv", 
                       usecols=[1,2,7,8])
coverage.head()









    Out[7]:







  
    
      
      PACKAGE
      CLASS
      LINE_MISSED
      LINE_COVERED
    
  
  
    
      0
      org.springframework.samples.petclinic
      PetclinicInitializer
      0
      24
    
    
      1
      org.springframework.samples.petclinic.model
      NamedEntity
      1
      4
    
    
      2
      org.springframework.samples.petclinic.model
      Specialty
      0
      1
    
    
      3
      org.springframework.samples.petclinic.model
      PetType
      0
      1
    
    
      4
      org.springframework.samples.petclinic.model
      Vets
      4
      0



In [9]:

    
coverage['LINES'] = coverage.LINE_COVERED + coverage.LINE_MISSED
coverage['RATIO'] = coverage.LINE_COVERED / coverage.LINES
coverage.head()









    Out[9]:







  
    
      
      PACKAGE
      CLASS
      LINE_MISSED
      LINE_COVERED
      LINES
      RATIO
    
  
  
    
      0
      org.springframework.samples.petclinic
      PetclinicInitializer
      0
      24
      24
      1.0
    
    
      1
      org.springframework.samples.petclinic.model
      NamedEntity
      1
      4
      5
      0.8
    
    
      2
      org.springframework.samples.petclinic.model
      Specialty
      0
      1
      1
      1.0
    
    
      3
      org.springframework.samples.petclinic.model
      PetType
      0
      1
      1
      1.0
    
    
      4
      org.springframework.samples.petclinic.model
      Vets
      4
      0
      4
      0.0



In [10]:

    
coverage[coverage['RATIO'] == 0]









    Out[10]:







  
    
      
      PACKAGE
      CLASS
      LINE_MISSED
      LINE_COVERED
      LINES
      RATIO
    
  
  
    
      4
      org.springframework.samples.petclinic.model
      Vets
      4
      0
      4
      0.0
    
    
      19
      org.springframework.samples.petclinic.util
      EntityUtils
      6
      0
      6
      0.0
    
    
      21
      org.springframework.samples.petclinic.reposito...
      JdbcVisitRowMapper
      7
      0
      7
      0.0
    
    
      22
      org.springframework.samples.petclinic.reposito...
      JdbcPetRepositoryImpl
      33
      0
      33
      0.0
    
    
      23
      org.springframework.samples.petclinic.reposito...
      JdbcVetRepositoryImpl
      17
      0
      17
      0.0
    
    
      24
      org.springframework.samples.petclinic.reposito...
      JdbcPetRowMapper
      9
      0
      9
      0.0
    
    
      25
      org.springframework.samples.petclinic.reposito...
      JdbcVisitRepositoryImpl
      26
      0
      26
      0.0
    
    
      26
      org.springframework.samples.petclinic.reposito...
      JdbcPet
      7
      0
      7
      0.0
    
    
      27
      org.springframework.samples.petclinic.reposito...
      JdbcPetVisitExtractor
      8
      0
      8
      0.0
    
    
      28
      org.springframework.samples.petclinic.reposito...
      JdbcOwnerRepositoryImpl
      43
      0
      43
      0.0



In [13]:

    
grouped_by_package = coverage.groupby('PACKAGE').mean()
grouped_by_package









    Out[13]:







  
    
      
      LINE_MISSED
      LINE_COVERED
      LINES
      RATIO
    
    
      PACKAGE
      
      
      
      
    
  
  
    
      org.springframework.samples.petclinic
      0.000000
      24.000000
      24.000000
      1.000000
    
    
      org.springframework.samples.petclinic.model
      3.300000
      7.500000
      10.800000
      0.739048
    
    
      org.springframework.samples.petclinic.repository.jdbc
      18.750000
      0.000000
      18.750000
      0.000000
    
    
      org.springframework.samples.petclinic.repository.jpa
      1.750000
      5.250000
      7.000000
      0.691558
    
    
      org.springframework.samples.petclinic.service
      2.000000
      16.000000
      18.000000
      0.888889
    
    
      org.springframework.samples.petclinic.util
      8.500000
      6.500000
      15.000000
      0.270833
    
    
      org.springframework.samples.petclinic.web
      5.714286
      10.714286
      16.428571
      0.639809



In [15]:

    
%matplotlib inline
grouped_by_package['RATIO'].plot(kind='barh', figsize=(10,4))









    Out[15]:





<matplotlib.axes._subplots.AxesSubplot at 0x1863363acf8>

	PACKAGE	CLASS	LINE_MISSED	LINE_COVERED
0	org.springframework.samples.petclinic	PetclinicInitializer	0	24
1	org.springframework.samples.petclinic.model	NamedEntity	1	4
2	org.springframework.samples.petclinic.model	Specialty	0	1
3	org.springframework.samples.petclinic.model	PetType	0	1
4	org.springframework.samples.petclinic.model	Vets	4	0

	PACKAGE	CLASS	LINE_MISSED	LINES
4	org.springframework.samples.petclinic.model	Vets	4	4
19	org.springframework.samples.petclinic.util	EntityUtils	6	6
21	org.springframework.samples.petclinic.reposito...	JdbcVisitRowMapper	7	7
22	org.springframework.samples.petclinic.reposito...	JdbcPetRepositoryImpl	33	33
23	org.springframework.samples.petclinic.reposito...	JdbcVetRepositoryImpl	17	17
24	org.springframework.samples.petclinic.reposito...	JdbcPetRowMapper	9	9
25	org.springframework.samples.petclinic.reposito...	JdbcVisitRepositoryImpl	26	26
26	org.springframework.samples.petclinic.reposito...	JdbcPet	7	7
27	org.springframework.samples.petclinic.reposito...	JdbcPetVisitExtractor	8	8
28	org.springframework.samples.petclinic.reposito...	JdbcOwnerRepositoryImpl	43	43

	LINE_MISSED	LINE_COVERED	LINES	RATIO
PACKAGE
org.springframework.samples.petclinic	0.000000	24.000000	24.000000	1.000000
org.springframework.samples.petclinic.model	3.300000	7.500000	10.800000	0.739048
org.springframework.samples.petclinic.repository.jdbc	18.750000	0.000000	18.750000	0.000000
org.springframework.samples.petclinic.repository.jpa	1.750000	5.250000	7.000000	0.691558
org.springframework.samples.petclinic.service	2.000000	16.000000	18.000000	0.888889
org.springframework.samples.petclinic.util	8.500000	6.500000	15.000000	0.270833
org.springframework.samples.petclinic.web	5.714286	10.714286	16.428571	0.639809