notebook.community

Edit and run 





In [1]:



    


from django.db.models import Count



    











In [5]:



    


labelled_images=Label.objects.all().annotate(count = Count('image'))



    











In [38]:



    


batchses=Batch.objects.all().values('labeller','reviewer').annotate(total=Count('labeller')).order_by('total')



    











In [51]:



    


## count images that has any label
Image.objects.annotate(label_count=Count('label')).filter(label_count__gt=0).count()



    


















    
Out[51]:








4411

















In [67]:



    


x=Batch.objects.annotate(image_count=Count('image'))[0]



    











In [68]:



    


x.image_count



    


















    
Out[68]:








5

















In [54]:



    


for i in Image.objects.annotate(label_count=Count('label')).filter(label_count__gt=0):
    print "%s %s"%(i.batch.labeller,i.label_count)



    


















    






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chayut152 3
chayut152 4
chayut152 2
chayut152 1
naii 1
naii 1
naii 3
chayut152 3
chayut152 1
chayut152 1
chayut152 4
naii 1
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naii 1
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chayut152 2
chayut152 1
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naii 4
naii 6
naii 1
naii 1
chayut152 6
chayut152 1
chayut152 5
chayut152 1
chayut152 1
naii 9
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guyguyskr 3
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guyguyskr 4
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guyguyskr 1
guyguyskr 1
guyguyskr 1
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guyguyskr 1
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guyguyskr 1
guyguyskr 2
guyguyskr 4
naii 1
naii 1
naii 2
naii 2
naii 1
naii 2
naii 3
naii 1
naii 2
naii 2
naii 2
naii 2
naii 2
naii 1
naii 2
naii 2
guyguyskr 7
guyguyskr 1
guyguyskr 1
guyguyskr 1
guyguyskr 1
naii 7
naii 1
naii 3
naii 3
guyguyskr 2
guyguyskr 3
guyguyskr 3
naii 3
naii 1
naii 1
naii 1
naii 2
naii 2
naii 1
naii 1
naii 7
naii 1
naii 3
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naii 2
naii 2
naii 2
naii 1
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naii 1
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naii 2
naii 2
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naii 1
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naii 3
naii 3
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naii 1
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naii 1
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naii 1
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naii 1
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naii 1
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naii 1
naii 1
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naii 1
naii 1
naii 1
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naii 1
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naii 1
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naii 1
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chayut152 2
chayut152 1
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chayut152 4
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chayut152 3
chayut152 2
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chayut152 4
chayut152 1
chayut152 1
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chayut152 6
chayut152 3
chayut152 2
chayut152 3
chayut152 2
chayut152 2
chayut152 1
chayut152 2
chayut152 8
chayut152 1
chayut152 2
chayut152 1
chayut152 1
chayut152 1
chayut152 2
chayut152 1
chayut152 1
chayut152 1
chayut152 3
chayut152 2
chayut152 1
chayut152 1
chayut152 1
chayut152 1
chayut152 3
chayut152 4
chayut152 1
chayut152 1
chayut152 1
chayut152 4
chayut152 1
chayut152 3
chayut152 1
chayut152 2
chayut152 2
chayut152 3
chayut152 3
chayut152 1
chayut152 4
chayut152 1
chayut152 1
chayut152 2
chayut152 1
chayut152 1
chayut152 1
chayut152 3
chayut152 1
chayut152 5
chayut152 1
chayut152 2
chayut152 2
chayut152 3
chayut152 1
chayut152 3
chayut152 1
chayut152 1
chayut152 2
chayut152 1
chayut152 1
chayut152 1
chayut152 1
chayut152 1
chayut152 1
chayut152 1
chayut152 2
chayut152 4
chayut152 8
chayut152 2
chayut152 2
chayut152 1
chayut152 4
chayut152 2
chayut152 1
chayut152 7
chayut152 2
chayut152 4
chayut152 1
chayut152 1
chayut152 1
chayut152 5
chayut152 1
chayut152 4
chayut152 2
chayut152 2
chayut152 3
chayut152 1
chayut152 2
chayut152 1
chayut152 1
chayut152 1
chayut152 3
chayut152 1
chayut152 6
chayut152 2
chayut152 3
chayut152 7
chayut152 3
chayut152 2
chayut152 2
chayut152 4
chayut152 4
chayut152 9
chayut152 5
chayut152 1
chayut152 1
chayut152 2
chayut152 1
chayut152 1
chayut152 1
chayut152 2
chayut152 1
igiggs39 4
igiggs39 8
igiggs39 2
igiggs39 2
igiggs39 3
igiggs39 2
igiggs39 1
igiggs39 6
igiggs39 1
igiggs39 2
igiggs39 3
igiggs39 1
igiggs39 4
igiggs39 2
igiggs39 1
igiggs39 3
igiggs39 1
igiggs39 1
igiggs39 7
igiggs39 2
igiggs39 4
igiggs39 3
igiggs39 3
igiggs39 1
igiggs39 1
igiggs39 2
igiggs39 2
igiggs39 6
igiggs39 2
igiggs39 3
igiggs39 3
igiggs39 2
igiggs39 1
igiggs39 3
igiggs39 4
igiggs39 1
igiggs39 1
igiggs39 3
igiggs39 1
igiggs39 1
igiggs39 1
igiggs39 2
igiggs39 3
igiggs39 2
igiggs39 1
igiggs39 2
igiggs39 1
igiggs39 1
igiggs39 1
igiggs39 1
igiggs39 1
igiggs39 2
igiggs39 8
guyguyskr 1
guyguyskr 3
guyguyskr 1
guyguyskr 7
guyguyskr 4
guyguyskr 2
guyguyskr 3
guyguyskr 2
guyguyskr 1
guyguyskr 6
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guyguyskr 1
guyguyskr 2
guyguyskr 2
guyguyskr 1
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guyguyskr 7
guyguyskr 2
guyguyskr 3
guyguyskr 3
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guyguyskr 6
naii 1
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naii 2
naii 3
naii 4
naii 2
naii 3
naii 1
naii 2
naii 2
naii 2
guyguyskr 1
guyguyskr 1
guyguyskr 1
guyguyskr 1
guyguyskr 1
guyguyskr 1
guyguyskr 2
guyguyskr 4
guyguyskr 1
guyguyskr 5
guyguyskr 2
guyguyskr 2
guyguyskr 3
guyguyskr 2
guyguyskr 1
guyguyskr 1
guyguyskr 1
guyguyskr 2
guyguyskr 2
guyguyskr 2
guyguyskr 4
guyguyskr 4
guyguyskr 4
guyguyskr 1
guyguyskr 4
guyguyskr 9
guyguyskr 1
guyguyskr 3
guyguyskr 1
guyguyskr 2
guyguyskr 2
guyguyskr 2
guyguyskr 1
guyguyskr 2
guyguyskr 1
guyguyskr 1
guyguyskr 1
guyguyskr 6
guyguyskr 2
guyguyskr 2
guyguyskr 1
guyguyskr 3
guyguyskr 3
guyguyskr 3
guyguyskr 1
guyguyskr 1
guyguyskr 2
guyguyskr 2
guyguyskr 4
guyguyskr 2
guyguyskr 2
guyguyskr 1
guyguyskr 2
guyguyskr 1
guyguyskr 3
guyguyskr 3
guyguyskr 4
guyguyskr 3
guyguyskr 2
guyguyskr 2

















In [39]:



    


for i in batchses:
    print i
    #print MyUser.objects.get(pk=batchses[1]["labeller"]).user.username



    


















    






{'total': 0, 'reviewer': None, 'labeller': None}
{'total': 1, 'reviewer': 4, 'labeller': 5}
{'total': 1, 'reviewer': 1, 'labeller': 6}
{'total': 1, 'reviewer': 1, 'labeller': 10}
{'total': 2, 'reviewer': 2, 'labeller': 7}
{'total': 3, 'reviewer': 1, 'labeller': 5}
{'total': 8, 'reviewer': 2, 'labeller': 5}
{'total': 9, 'reviewer': 2, 'labeller': 10}
{'total': 16, 'reviewer': 2, 'labeller': 9}
{'total': 20, 'reviewer': 3, 'labeller': 7}
{'total': 28, 'reviewer': None, 'labeller': 7}
{'total': 44, 'reviewer': None, 'labeller': 10}
{'total': 51, 'reviewer': None, 'labeller': 8}
{'total': 64, 'reviewer': None, 'labeller': 9}
{'total': 94, 'reviewer': 3, 'labeller': 9}
{'total': 101, 'reviewer': 3, 'labeller': 6}
{'total': 109, 'reviewer': None, 'labeller': 5}
{'total': 133, 'reviewer': 3, 'labeller': 10}
{'total': 166, 'reviewer': 3, 'labeller': 5}
{'total': 235, 'reviewer': None, 'labeller': 6}

















In [30]:



    


Batch.objects.all().values('labeller')



    


















    
Out[30]:








<QuerySet [{'labeller': None}, {'labeller': None}, {'labeller': None}, {'labeller': None}, {'labeller': None}, {'labeller': None}, {'labeller': None}, {'labeller': None}, {'labeller': None}, {'labeller': None}, {'labeller': None}, {'labeller': None}, {'labeller': None}, {'labeller': None}, {'labeller': None}, {'labeller': None}, {'labeller': None}, {'labeller': None}, {'labeller': None}, {'labeller': None}, '...(remaining elements truncated)...']>

















In [60]:



    


x=Batch.objects.all().first()



    











In [62]:



    


x.image_set.all()



    


















    
Out[62]:








<QuerySet [<Image: 72f44296-7b0d-41bc-bdf8-2c1f38507996.jpg>, <Image: dd93dd40-090e-4e08-a1a9-2b36154fcaf5.jpg>, <Image: bdc5e049-c67a-4335-b804-dc1b951c355b.jpg>, <Image: 1c1f4080-c029-4634-a46c-ba3c4db8142e.jpg>, <Image: 7148d209-da47-4622-81d3-b0894e4f4b7b.jpg>]>

















In [66]:



    


Image.objects.filter(batch=x)



    


















    
Out[66]:








<QuerySet [<Image: 72f44296-7b0d-41bc-bdf8-2c1f38507996.jpg>, <Image: dd93dd40-090e-4e08-a1a9-2b36154fcaf5.jpg>, <Image: bdc5e049-c67a-4335-b804-dc1b951c355b.jpg>, <Image: 1c1f4080-c029-4634-a46c-ba3c4db8142e.jpg>, <Image: 7148d209-da47-4622-81d3-b0894e4f4b7b.jpg>]>

















In [65]:



    


x.id



    


















    
Out[65]:








3

















In [ ]:

Content source: wasit7/visionmarker

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