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k-sequencing-python

k-sequencing-python is rest library for python version.

support or question support@datawow.io

Installation

pip install k-sequencing

or

pip2 install k-sequencing

Python supports the following Python versions:

  • Python 2.7

Usage

Import

>>> import k_sequencing

Choices

[Yes or No Question from Image]

Create

>>> param = {'instruction': 'face', 'categories': 'cat1 cat2 cat3', 'URL_IMAGE'}
>>> ks = k_sequencing
>>> result = ks.Choice('PROJECT KEY').create(params=param)
params
Field Type Required Description
instruction string Yes Image instruction
categories Array[string] Yes Categories of answers
data string Yes Data for attachment
postback_url string No Image postback url
multiple boolean No true for multiple answer and false for one answer
postback_method string No Postback method
custom_id string No Custom's id
allow_empty boolean No Allow sent answer with empty choice. default is false
response
{ 'code': 200,
  'data': { u'allow_empty': False,
            u'answer': [],
            u'categories': [u'face,', u'eye'],
            u'credit_charged': 0,
            u'custom_id': None,
            u'data': u'[image URL]',
            u'id': u'5a56c56f60f4f17a353d3113',
            u'instruction': u'face',
            u'multiple': False,
            u'postback_url': u'',[your url]
            u'processed_at': None,
            u'project_id': 82,
            u'status': u'unprocess'},
  'error_code': None,
  'message': u'success',
  'meta': { u'code': 200, u'message': u'success'}}

Retrieve list of Image choices

You can retrieve data by use same object of connector that you have been created with you project key

>>> ks = k_sequencing
>>> result = ks.Choice('PROJECT KEY').list()
params
Field Type Required Description
page interger No default 0
per_page string No default 20
response
{ 'code': 200,
  'data': { u'image': { u'allow_empty': False,
                        u'answer': [],
                        u'categories': [u'face,', u'eye'],
                        u'credit_charged': 0,
                        u'custom_id': None,
                        u'data': u'[image URL]',
                        u'id': u'5a56c56f60f4f17a353d3113',
                        u'instruction': u'face',
                        u'multiple': False,
                        u'postback_url': u'[your callback URL]',
                        u'processed_at': None,
                        u'project_id': 82,
                        u'status': u'unprocess'}},
  'error_code': None,
  'message': { u'code': 200,
               u'current_page': 1,
               u'message': u'success',
               u'next_page': -1,
               u'prev_page': -1,
               u'total_count': 2,
               u'total_pages': 1}}
  'message': u'success',
  'meta': { u'code': 200, u'message': u'success'}}

Note: your date is wrap into image

Retrieve data by ID of image

>>> ks = k_sequencing
>>> result = ks.Choice("PROJECT KEY").find_id("YOUR IMAGE ID")
params
Field Type Required Description
id string No Image id
custom_id string No Client's image id
response
{ 'code': 200,
  'data': { u'images': [ { u'allow_empty': False,
                           u'answer': [],
                           u'categories': [u'face', u'ear'],
                           u'credit_charged': 0,
                           u'custom_id': None,
                           u'data': u'[image URL]',
                           u'id': u'5a546e4160f4f17a353d3106',
                           u'instruction': u'face',
                           u'multiple': False,
                           u'postback_url': u'[your callback URL]',
                           u'processed_at': None,
                           u'project_id': 82,
                           u'status': u'unprocess'} 
                           {...},
                           {...}]},
  'error_code': None,
  'message': u'success',
  'meta': { u'code': 200,
            u'current_page': 1,
            u'message': u'success',
            u'next_page': -1,
            u'prev_page': -1,
            u'total_count': 3,
            u'total_pages': 1}}

Closed questions

[Standard Criteria]

Create

>>> param = {'instruction': 'face', 'data': 'URL_IMAGE'}
>>> ks = k_sequencing
>>> result = ks.ClosedQuestion("PROJECT KEY").create(params=param)
params
Field Type Required Description
data string Yes Data for moderate
postback_url string No Image postback url
postback_method string No Postback method
custom_id string No Custom's id
response
{ 'code': 200,
  'data': { u'answer': None,
            u'credit_charged': 0,
            u'custom_id': None,
            u'data': u'[image URL]',
            u'id': u'5a56d5ad60f4f17a353d3120',
            u'postback_url': u'your callback URL',
            u'processed_at': None,
            u'project_id': 86,
            u'status': u'unprocess'},
  'error_code': None,
  'message': u'success',
  'meta': { u'code': 200, u'message': u'success'}}

Retrieve list of data

You can retrieve data by use same object of connector that you have been created with you project key

>>> ks = k_sequencing
>>> result = con.ClosedQuestion("PROJECT KEY").list()
params
Field Type Required Description
page interger No default 0
per_page string No default 20 
{ 'code': 200,
  'data': { u'images': [ { u'answer': None,
                           u'credit_charged': 0,
                           u'custom_id': None,
                           u'data': u'[image URL]',
                           u'postback_url': u'[your callback URL]',
                           u'processed_at': None,
                           u'project_id': 86,
                           u'status': u'unprocess'},
                           {...},
                           {...}]},
  'error_code': None,
  'message': u'success',
  'meta': { u'code': 200,
            u'current_page': 1,
            u'message': u'success',
            u'next_page': -1,
            u'prev_page': -1,
            u'total_count': 3,
            u'total_pages': 1}}

Retrieve data by ID of image

>>> ks = k_sequencing
>>> result = ks.ClosedQuestion("PROJECT KEY").find_id("YOUR IMAGE ID")
params
Field Type Required Description
id string No Image id
custom_id string No Client's image id
response
{ 'code': 200,
  'data': { u'image': { u'answer': None,
                        u'credit_charged': 0,
                        u'custom_id': None,
                        u'data': u'[image URL]',
                        u'id': u'5a56d5ad60f4f17a353d3120',
                        u'postback_url': u'[your callback URL]',
                        u'processed_at': None,
                        u'project_id': 86,
                        u'status': u'unprocess'}},
  'error_code': None,
  'message': u'success',
  'meta': { u'code': 200, u'message': u'success'}}

Image messages

[Message Question from Image]

Create

>>> param = {'instruction': 'face', 'data': 'URL_IMAGE'}
>>> ks = k_sequencing
>>> result = ks.Message("PROJECT KEY").create(params=param)
params
Field Type Required Description
instruction string Yes Image instruction
data string Yes Data for attachment
postback_url string No Image postback url
postback_method string No Postback method
custom_id string No Custom's id
response
{ 'code': 200,
  'data': { u'answer': None,
            u'credit_charged': 0,
            u'custom_id': None,
            u'data': u'[image URL]',
            u'id': u'5a56d8f660f4f17a353d3121',
            u'instruction': u'face',
            u'postback_url': u'[your callback URL]',
            u'processed_at': None,
            u'project_id': 84,
            u'status': u'unprocess'},
  'error_code': None,
  'message': u'success',
  'meta': { u'code': 200, u'message': u'success'}}

Retrieve list of Image messages

You can retrieve data by use same object of connector that you have been created with you project key

>>> ks = k_sequencing
>>> result = ks.Message("PROJECT KEY").list()
params
Field Type Required Description
page interger No default 0
per_page string No default 20
response
{ 'code': 200,
  'data': { u'images': [ { u'answer': None,
                           u'credit_charged': 0,
                           u'custom_id': None,
                           u'data': u'[image URL]',
                           u'id': u'5a56d8f660f4f17a353d3121',
                           u'instruction': u'face',
                           u'postback_url': u'[your callback URL]',
                           u'processed_at': None,
                           u'project_id': 84,
                           u'status': u'unprocess'},
                           {...},
                           {...}]},
  'error_code': None,
  'message': u'success',
  'meta': { u'code': 200,
            u'current_page': 1,
            u'message': u'success',
            u'next_page': -1,
            u'prev_page': -1,
            u'total_count': 3,
            u'total_pages': 1}}

Retrieve data by ID of image

>>> ks = k_sequencing
>>> result = ks.Message("PROJECT KEY").find_id("YOUR IMAGE ID")
params
Field Type Required Description
id string No Image id
custom_id string No Client's image id
response
{ 'code': 200,
  'data': { u'image': { u'answer': None,
                        u'credit_charged': 0,
                        u'custom_id': None,
                        u'data': u'[image URL]',
                        u'id': u'5a56d8f660f4f17a353d3121',
                        u'instruction': u'face',
                        u'postback_url': u'[your URL]',
                        u'processed_at': None,
                        u'project_id': 84,
                        u'status': u'unprocess'}},
  'error_code': None,
  'message': u'success',
  'meta': { u'code': 200, u'message': u'success'}}

Photo tags

[Tag an object in the image]

Create

>>> param = {'instruction': 'face', 'data': 'URL_IMAGE'}
>>> ks = k_sequencing
>>> result = ks.PhotoTag("PROJECT KEY").create(params=param)
params
Field Type Required Description
instruction string Yes Image instruction
data string Yes Data for attachment
postback_url string No Image postback url
postback_method string No Postback method
custom_id string No Custom's id
response
{ 'code': 200,
  'data': { u'answer': [],
            u'credit_charged': 0,
            u'custom_id': None,
            u'data': u'[image URL]',
            u'id': u'5a56da1460f4f17a353d3122',
            u'instruction': u'face',
            u'postback_url': u'[your callback URL]',
            u'processed_at': None,
            u'project_id': 85,
            u'status': u'unprocess'},
  'error_code': None,
  'message': u'success',
  'meta': { u'code': 200, u'message': u'success'}}

Retrieve list of photo tag

You can retrieve data by use same object of connector that you have been created with you project key

>>> ks = k_sequencing
>>> result = ks.PhotoTag("PROJECT KEY").list()
params
Field Type Required Description
page interger No default 0
per_page string No default 20
response
{ 'code': 200,
  'data': { u'images': [ { u'answer': [],
                           u'credit_charged': 0,
                           u'custom_id': None,
                           u'data': u'[image URL]',
                           u'id': u'5a56da1460f4f17a353d3122',
                           u'instruction': u'face',
                           u'postback_url': u'[your image URL]',
                           u'processed_at': None,
                           u'project_id': 85,
                           u'status': u'unprocess'},
                           {...},
                           {...}]},
  'error_code': None,
  'message': u'success',
  'meta': { u'code': 200,
            u'current_page': 1,
            u'message': u'success',
            u'next_page': -1,
            u'prev_page': -1,
            u'total_count': 3,
            u'total_pages': 1}}

Retrieve data by ID

all module of images is use same function to retrieve data with ID

>>> ks = k_sequencing
>>> result = ks.PhotoTag("PROJECT KEY").find_id("YOUR IMAGE ID")
params
Field Type Required Description
id string No Image id
custom_id string No Client's image id
response
{ 'code': 200,
  'data': { u'image': { u'answer': [],
                        u'credit_charged': 0,
                        u'custom_id': None,
                        u'data': u'[image URL]',
                        u'id': u'5a56da1460f4f17a353d3122',
                        u'instruction': u'face',
                        u'postback_url': u'',
                        u'processed_at': None,
                        u'project_id': 85,
                        u'status': u'unprocess'}},
  'error_code': None,
  'message': u'success',
  'meta': { u'code': 200, u'message': u'success'}}

Prediction

[Images (AI Beta)]

  • Standard Criteria
  • Nudity/Sexual
  • Demographic
  • Standard Criteria & Human

Create

>>> param = {'instruction': 'face', 'data': 'URL_IMAGE'}
>>> ks = k_sequencing
>>> result = ks.Prediction("PROJECT KEY").create(params=param)
params
Field Type Required Description
data string Yes Data for attachment
postback_url string No Image postback url
postback_method string No Postback method
custom_id string No Custom's id
response
{ 'code': 200,
  'data': { u'answer': None,
            u'credit_charged': 0,
            u'custom_id': None,
            u'data': u'[image URL]',
            u'id': u'5a57144660f4f17a353d313d',
            u'postback_url': u'[your callback URL]',
            u'processed_at': None,
            u'project_id': 87,
            u'status': u'processing'},
  'error_code': None,
  'message': u'success',
  'meta': { u'code': 200, u'message': u'success'}}

Retrieve list of prediction

You can retrieve data by use same object of connector that you have been created with you project key

>>> ks = k_sequencing
>>> result = ks.Prediction("PROJECT KEY").list()
params
Field Type Required Description
page interger No default 0
per_page string No default 20
response
{ 'code': 200,
  'data': { u'images': [ { u'answer': None,
                           u'credit_charged': 0,
                           u'custom_id': None,
                           u'data': u'[image URL]',
                           u'id': u'5a57144660f4f17a353d313d',
                           u'postback_url': u'[your callback URL]',
                           u'processed_at': None,
                           u'project_id': 87,
                           u'status': u'processing'},
                           {...},
                           {...}]},
  'error_code': None,
  'message': u'success',
  'meta': { u'code': 200,
            u'current_page': 1,
            u'message': u'success',
            u'next_page': -1,
            u'prev_page': -1,
            u'total_count': 2,
            u'total_pages': 1}}

Retrieve data by ID

all module of images is use same function to retrieve data with ID

>>> ks = k_sequencing
>>> result = ks.Prediction("PROJECT KEY").find_id("YOUR IMAGE ID")
params
Field Type Required Description
id string No Image id
custom_id string No Client's image id
response
{ 'code': 200,
  'data': { u'image': { u'answer': None,
                        u'credit_charged': 0,
                        u'custom_id': None,
                        u'data': u'[image URL]',
                        u'id': u'5a57144660f4f17a353d313d',
                        u'postback_url': u'[your callback URL]',
                        u'processed_at': None,
                        u'project_id': 87,
                        u'status': u'processing'}},
  'error_code': None,
  'message': u'success',
  'meta': { u'code': 200, u'message': u'success'}}

Response of each type AI

There are a difference type of response AI module here is a compare response of each

Standard Criteria

response
{ 'code': 200,
  'data': { u'image': { u'answer': u'approved',
                        u'credit_charged': 0,
                        u'custom_id': None,
                        u'data': u'[image URL]',
                        u'id': u'5a570d8860f4f17a353d313b',
                        u'postback_url': u'[your callback URL]',
                        u'processed_at': None,
                        u'project_id': 87,
                        u'status': u'processing'}},
  'error_code': None,
  'message': u'success',
  'meta': { u'code': 200, u'message': u'success'}}

Nudity/Sexual

response
{ 'code': 200,
  'data': { u'image': { u'answer': { u'sexual': 0.0003511860850267112 } ,
                        u'credit_charged': 1,
                        u'custom_id': None,
                        u'data': u'[image URL]',
                        u'id': u'5a547c1660f4f17a353d310c',
                        u'postback_url': u'[your URL]',
                        u'processed_at': u'2018-01-11T11:53:15.197+07:00',
                        u'project_id': 81,
                        u'status': u'processed'}},
  'error_code': None,
  'message': u'success',
  'meta': { u'code': 200, u'message': u'success'}}

Demographic

response
{ 'code': 200,
  'data': { u'answer': { u'result': [ 
                           { u'age': 25,
                             u'age_prob': 0.08679278939962387,
                             u'gender': u'male',
                             u'gender_prob': 0.9268079400062561,
                             u'positions': 
	                           { u'h': 268.20000000000005,
                                 u'w': 248.8,
                                 u'x': 0,
                                 u'y': 11.599999999999994
                               }
                            }
                          ]
                        },
                        u'credit_charged': 0,
                        u'custom_id': None,
                        u'data': u'[image URL]',
                        u'id': u'5a5706f460f4f17a353d313a',
                        u'postback_url': u'[your callback URL]',
                        u'processed_at': u'2018-01-11T13:40:57.789+07:00',
                        u'project_id': 80,
                        u'status': u'processed'},
  'error_code': None,
  'message': u'success',
  'meta': { u'code': 200, u'message': u'success'}}

Standard Criteria & Human

response
{ 'code': 200,
  'data': { u'image': { u'answer': u'approved',
                        u'credit_charged': 1,
                        u'custom_id': None,
                        u'data': u'[image URL]',
                        u'id': u'5a547c1660f4f17a353d310c',
                        u'postback_url': u'[your URL]',
                        u'processed_at': u'2018-01-11T11:53:15.197+07:00',
                        u'project_id': 81,
                        u'status': u'processed'}},
  'error_code': None,
  'message': u'success',
  'meta': { u'code': 200, u'message': u'success'}}

Response

To get response that data has been contained in response class you can call them by name for example

>>> result.data

Data it's Dict you can do as you want like a JSON object

For check error or status by calling this

>>> result.error_code # 401
>>> result.message # Not authenticated

also you can get HTTP success by this

>>> result.code # 200

About

An image and content moderation python library for Kiyo.io

kiyo.io

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python image-processing saas image-recognition image-moderation

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