Metadata-Version: 2.1
Name: aspaceai
Version: 1.0.13
Summary: Python SDK for the ASpace AI cognitive services
Home-page: https://www.ey.com/en_in/consulting/accelerating-digital-transformation-with-ai
Author: Salil Shekharan
Author-email: salilshekharan@gmail.com
License: UNKNOWN
Description: # ASpace AI API: Python SDK & Sample
        
        
        This repo contains the Python SDK for the ASpace AI cognitive services, an offering within [ASpace AI Cognitive Services](https://www.ey.com/en_in/consulting/accelerating-digital-transformation-with-ai)
        
        * [Learn about EY ASpace AI Platform](https://www.ey.com/en_in/consulting/accelerating-digital-transformation-with-ai)
        
        
        ## Getting started
        
        Install the module using [pip](https://pypi.python.org/pypi/pip/):
        
        ```bash
        pip install aspaceai
        ```
        
        Use it:
        
        ```python
        '''-------------------------------------------------- OCR ------------------------------------------------------'''
        
        import aspaceai
        import json
        
        
        aspaceai.ASPACE_API_URL = '< ASpace AI API endpoint URL >'  # Replace with your aspace endpoint URL
        aspaceai.ASPACE_API_KEY = '< ASpace AI API KEY >'  # Replace with a valid Subscription Key here.
        
        image_url = 'https://i.ibb.co/3RHzMqB/eurotext.png'
        
        result = aspaceai.vision.ocr(image=image_url,image_format='url',language='eng')
        operation_status = json.loads(result)['status']
        
        if operation_status.lower() == 'success':
            print (json.loads(result)['result'])
        
        else:
            print (json.loads(result)['message'])
        
        
        '''-------------------------------------------------- PART OF SPEECH ------------------------------------------------------'''
        
        import aspaceai
        import json
        
        aspaceai.ASPACE_API_URL = '< ASpace AI API endpoint URL >'  # Replace with your aspace endpoint URL
        aspaceai.ASPACE_API_KEY = '< ASpace AI API KEY >'  # Replace with a valid Subscription Key here.
        
        text = "The quick brown fox jumps over the lazy dog"
        result = aspaceai.nlp.part_of_speech(text)
        
        operation_status = json.loads(result)['status']
        if operation_status.lower() == 'success':
            print (json.loads(result)['result'])
        else:
            print (json.loads(result)['message'])
        
        
        '''-------------------------------------------------- NAMED ENTITY RECOGNITION ------------------------------------------------------'''
        
        import aspaceai
        import json
        
        aspaceai.ASPACE_API_URL = '< ASpace AI API endpoint URL >'  # Replace with your aspace endpoint URL
        aspaceai.ASPACE_API_KEY = '< ASpace AI API KEY >'  # Replace with a valid Subscription Key here.
        
        text = "European authorities fined Google a record $5.1 billion on Wednesday for abusing its power in the mobile phone market and ordered the company to alter its practices"
        result = aspaceai.nlp.named_entity_recognition(text)
        
        operation_status = json.loads(result)['status']
        if operation_status.lower() == 'success':
            print (json.loads(result)['result'])
        else:
            print (json.loads(result)['message'])
        
        
        '''-------------------------------------------------- DEPENDENCY PARSER------------------------------------------------------'''
        
        import aspaceai
        import json
        
        aspaceai.ASPACE_API_URL = '< ASpace AI API endpoint URL >'  # Replace with your aspace endpoint URL
        aspaceai.ASPACE_API_KEY = '< ASpace AI API KEY >'  # Replace with a valid Subscription Key here.
        
        text = "European authorities fined Google a record $5.1 billion on Wednesday for abusing its power in the mobile phone market and ordered the company to alter its practices"
        result = aspaceai.nlp.dependency_parser(text)
        
        operation_status = json.loads(result)['status']
        if operation_status.lower() == 'success':
            print (json.loads(result)['result'])
        else:
            print (json.loads(result)['message'])
        
        
        '''-------------------------------------------------- TAGS EXTRACTION------------------------------------------------------'''
        
        import aspaceai
        import json
        
        aspaceai.ASPACE_API_URL = '< ASpace AI API endpoint URL >'  # Replace with your aspace endpoint URL
        aspaceai.ASPACE_API_KEY = '< ASpace AI API KEY >'  # Replace with a valid Subscription Key here.
        
        text = "European authorities fined Google a record $5.1 billion on Wednesday for abusing its power in the mobile phone market and ordered the company to alter its practices"
        result = aspaceai.nlp.tags_extraction(text)
        
        operation_status = json.loads(result)['status']
        if operation_status.lower() == 'success':
            print (json.loads(result)['result'])
        else:
            print (json.loads(result)['message'])
        
        
        '''-------------------------------------------------- FACE DETECTION ------------------------------------------------------'''
        
        import aspaceai
        import json
        import cv2
        import numpy as np
        import base64
        
        aspaceai.ASPACE_API_URL = '< ASpace AI API endpoint URL >'  # Replace with your aspace endpoint URL
        aspaceai.ASPACE_API_KEY = '< ASpace AI API KEY >'  # Replace with a valid Subscription Key here.
        
        image = "https://www.thestatesman.com/wp-content/uploads/2017/08/1493458748-beauty-face-517.jpg"
        image_format = "url"
        result = aspaceai.vision.face_detection_image(image,image_format)
        
        operation_status = json.loads(result)['status']
        if operation_status.lower() == 'success':
            base64_image_string = json.loads(result)['result']['image']
            jpg_original = base64.b64decode(base64_image_string)
            jpg_as_np = np.frombuffer(jpg_original, dtype=np.uint8)
            img = cv2.imdecode(jpg_as_np, flags=1)
            cv2.imshow("Output From ASpaceAI",img)
            cv2.waitKey(0)
            cv2.destroyAllWindows();
        
        else:
            print (json.loads(result)['message'])
        
        
        '''-------------------------------------------------- EYE DETECTION ------------------------------------------------------'''
        
        import aspaceai
        import json
        import cv2
        import numpy as np
        import base64
        
        aspaceai.ASPACE_API_URL = '< ASpace AI API endpoint URL >'  # Replace with your aspace endpoint URL
        aspaceai.ASPACE_API_KEY = '< ASpace AI API KEY >'  # Replace with a valid Subscription Key here.
        
        image = "https://www.thestatesman.com/wp-content/uploads/2017/08/1493458748-beauty-face-517.jpg"
        image_format = "url"
        result = aspaceai.vision.eye_detection(image,image_format)
        
        operation_status = json.loads(result)['status']
        if operation_status.lower() == 'success':
            base64_image_string = json.loads(result)['result']['image']
            jpg_original = base64.b64decode(base64_image_string)
            jpg_as_np = np.frombuffer(jpg_original, dtype=np.uint8)
            img = cv2.imdecode(jpg_as_np, flags=1)
            cv2.imshow("Output From ASpaceAI",img)
            cv2.waitKey(0)
            cv2.destroyAllWindows();
        
        else:
            print (json.loads(result)['message'])
        
        
        
        '''-------------------------------------------------- SMILE DETECTION ------------------------------------------------------'''
        
        import aspaceai
        import json
        import cv2
        import numpy as np
        import base64
        
        aspaceai.ASPACE_API_URL = '< ASpace AI API endpoint URL >'  # Replace with your aspace endpoint URL
        aspaceai.ASPACE_API_KEY = '< ASpace AI API KEY >'  # Replace with a valid Subscription Key here.
        
        image = "https://st.depositphotos.com/1008939/3024/i/950/depositphotos_30248143-stock-photo-beautiful-woman-smiling.jpg"
        image_format = "url"
        result = aspaceai.vision.smile_detection(image,image_format)
        
        operation_status = json.loads(result)['status']
        if operation_status.lower() == 'success':
            base64_image_string = json.loads(result)['result']['image']
            jpg_original = base64.b64decode(base64_image_string)
            jpg_as_np = np.frombuffer(jpg_original, dtype=np.uint8)
            img = cv2.imdecode(jpg_as_np, flags=1)
            cv2.imshow("Output From ASpaceAI",img)
            cv2.waitKey(0)
            cv2.destroyAllWindows();
        
        else:
            print (json.loads(result)['message'])
        
        
        
        '''-------------------------------------------------- OBJECT DETECTION ------------------------------------------------------'''
        
        import aspaceai
        import json
        import cv2
        import numpy as np
        import base64
        
        aspaceai.ASPACE_API_URL = '< ASpace AI API endpoint URL >'  # Replace with your aspace endpoint URL
        aspaceai.ASPACE_API_KEY = '< ASpace AI API KEY >'  # Replace with a valid Subscription Key here.
        
        image = "https://i.pinimg.com/564x/0d/b6/10/0db610089c3e8bfef6c33c3059f70903.jpg"
        image_format = "url"
        result = aspaceai.vision.object_detection(image, image_format)
        
        operation_status = json.loads(result)['status']
        if operation_status.lower() == 'success':
        
            objects = json.loads(result)['result']['objects']
            print(objects)
        
            base64_image_string = json.loads(result)['result']['image']
            jpg_original = base64.b64decode(base64_image_string)
            jpg_as_np = np.frombuffer(jpg_original, dtype=np.uint8)
            img = cv2.imdecode(jpg_as_np, flags=1)
            cv2.imshow("Output From ASpaceAI", img)
            cv2.waitKey(0)
            cv2.destroyAllWindows();
        
        else:
            print(json.loads(result)['message'])
        
        
        
        '''-------------------------------------------------- IMAGE CLASSIFICATION ------------------------------------------------------'''
        
        import aspaceai
        import json
        import cv2
        import numpy as np
        import base64
        
        aspaceai.ASPACE_API_URL = '< ASpace AI API endpoint URL >'  # Replace with your aspace endpoint URL
        aspaceai.ASPACE_API_KEY = '< ASpace AI API KEY >'  # Replace with a valid Subscription Key here.
        
        image = "https://i.pinimg.com/564x/0d/b6/10/0db610089c3e8bfef6c33c3059f70903.jpg"
        image_format = "url"
        result = aspaceai.vision.image_classification(image,image_format)
        
        operation_status = json.loads(result)['status']
        if operation_status.lower() == 'success':
            objects_identified = json.loads(result)['result']
            print(objects_identified)
        
        else:
            print (json.loads(result)['message'])
        
        
        
        
        '''-------------------------------------------------- SENTIMENT ANALYSIS ------------------------------------------------------'''
        
        import aspaceai
        import json
        
        aspaceai.ASPACE_API_URL = '< ASpace AI API endpoint URL >'  # Replace with your aspace endpoint URL
        aspaceai.ASPACE_API_KEY = '< ASpace AI API KEY >'  # Replace with a valid Subscription Key here.
        
        text="Hello ASpace World, its a great day !!!"
        result = aspaceai.sense.sentiment_analysis(text)
        
        operation_status = json.loads(result)['status']
        if operation_status.lower() == 'success':
            objects_identified = json.loads(result)['result']
            print(objects_identified)
        
        else:
            print (json.loads(result)['message'])
        
        
        
        
        '''-------------------------------------------------- TRANSLATE ------------------------------------------------------'''
        
        import aspaceai
        import json
        
        aspaceai.ASPACE_API_URL = '< ASpace AI API endpoint URL >'  # Replace with your aspace endpoint URL
        aspaceai.ASPACE_API_KEY = '< ASpace AI API KEY >'  # Replace with a valid Subscription Key here.
        
        text="Hello ASpace World, its a great day !!!"
        result = aspaceai.nlp.translate(text,"en","hi")
        
        operation_status = json.loads(result)['status']
        if operation_status.lower() == 'success':
            objects_identified = json.loads(result)['result']
            print(objects_identified)
        
        else:
            print (json.loads(result)['message'])
        
        
        
        '''-------------------------------------------------- QR CREATOR ------------------------------------------------------'''
        
        import aspaceai
        import json
        import cv2
        import numpy as np
        import base64
        
        aspaceai.ASPACE_API_URL = '< ASpace AI API endpoint URL >'  # Replace with your aspace endpoint URL
        aspaceai.ASPACE_API_KEY = '< ASpace AI API KEY >'  # Replace with a valid Subscription Key here.
        
        text_to_encode = "Hello ASpace World !!!"
        result = aspaceai.vision.qr_creator(text_to_encode)
        
        operation_status = json.loads(result)['status']
        if operation_status.lower() == 'success':
        
            base64_image_string = json.loads(result)['result']['QRCodeImage']
            jpg_original = base64.b64decode(base64_image_string)
            jpg_as_np = np.frombuffer(jpg_original, dtype=np.uint8)
            img = cv2.imdecode(jpg_as_np, flags=1)
            cv2.imshow("Output From ASpaceAI", img)
            cv2.waitKey(0)
            cv2.destroyAllWindows();
        
        else:
            print(json.loads(result)['message'])
        
        
        
        '''-------------------------------------------------- BARCODE CREATOR ------------------------------------------------------'''
        
        import aspaceai
        import json
        import cv2
        import numpy as np
        import base64
        
        aspaceai.ASPACE_API_URL = '< ASpace AI API endpoint URL >'  # Replace with your aspace endpoint URL
        aspaceai.ASPACE_API_KEY = '< ASpace AI API KEY >'  # Replace with a valid Subscription Key here.
        
        text_to_encode = "Hello ASpace World !!!"
        result = aspaceai.vision.barcode_creator(text_to_encode)
        
        operation_status = json.loads(result)['status']
        if operation_status.lower() == 'success':
        
            base64_image_string = json.loads(result)['result']['BarCodeImage(base64)']
            jpg_original = base64.b64decode(base64_image_string)
            jpg_as_np = np.frombuffer(jpg_original, dtype=np.uint8)
            img = cv2.imdecode(jpg_as_np, flags=1)
            cv2.imshow("Output From ASpaceAI", img)
            cv2.waitKey(0)
            cv2.destroyAllWindows();
        
        else:
            print(json.loads(result)['message'])
        
        
        
        '''-------------------------------------------------- QR CODE READER ------------------------------------------------------'''
        
        import aspaceai
        import json
        
        aspaceai.ASPACE_API_URL = '< ASpace AI API endpoint URL >'  # Replace with your aspace endpoint URL
        aspaceai.ASPACE_API_KEY = '< ASpace AI API KEY >'  # Replace with a valid Subscription Key here.
        
        qr_code_image_path = r"C:\Users\<>\Downloads\qr.jpg"
        
        result = aspaceai.vision.qr_reader(qr_code_image_path)
        
        operation_status = json.loads(result)['status']
        if operation_status.lower() == 'success':
            data = json.loads(result)['result']['data']
            print(data)
        
        else:
            print(json.loads(result)['message'])
        
        
        
        '''-------------------------------------------------- BARCODE READER ------------------------------------------------------'''
        
        import aspaceai
        import json
        
        aspaceai.ASPACE_API_URL = '< ASpace AI API endpoint URL >'  # Replace with your aspace endpoint URL
        aspaceai.ASPACE_API_KEY = '< ASpace AI API KEY >'  # Replace with a valid Subscription Key here.
        
        barcode_image_path = r"C:\Users\<>\Downloads\bar.jpg"
        
        result = aspaceai.vision.barcode_reader(barcode_image_path)
        
        operation_status = json.loads(result)['status']
        if operation_status.lower() == 'success':
            data = json.loads(result)['result']['data']
            print(data)
        
        else:
            print(json.loads(result)['message'])
        
        
        
        
        
        '''-------------------------------------------------- SPEECH TO TEXT ------------------------------------------------------'''
        
        import aspaceai
        import json
        
        aspaceai.ASPACE_API_URL = '< ASpace AI API endpoint URL >'  # Replace with your aspace endpoint URL
        aspaceai.ASPACE_API_KEY = '< ASpace AI API KEY >'  # Replace with a valid Subscription Key here.
        
        wav_audio_file_path = r"C:\Users\<>\Downloads\audio_sample.wav"
        audio_language = "en-IN"
        
        result = aspaceai.speech.speech_to_text(wav_audio_file_path,audio_language)
        
        operation_status = json.loads(result)['status']
        if operation_status.lower() == 'success':
            data = json.loads(result)['result']['text']
            print(data)
        
        else:
            print(json.loads(result)['message'])
        
        
        
        
        '''-------------------------------------------------- TEXT TO SPEECH  ------------------------------------------------------'''
        
        import aspaceai
        import json
        
        aspaceai.ASPACE_API_URL = '< ASpace AI API endpoint URL >'  # Replace with your aspace endpoint URL
        aspaceai.ASPACE_API_KEY = '< ASpace AI API KEY >'  # Replace with a valid Subscription Key here.
        
        text = "Hello ASpace World !!!"
        text_lang = "en-US-AriaNeural"
        
        operation_status , result = aspaceai.speech.text_to_speech(text,text_lang)
        
        if operation_status.lower() == 'success':
            with open('text_to_speech.wav', 'wb') as f:
                f.write(result.content)
        
            # Retrieve HTTP meta-data
            print(result.status_code)
            print(result.headers['content-type'])
            print(result.encoding)
        
        
        
        else:
            print(result)
        
        
        ```
        
        ### Installing from the source code
        
        ```bash
        python setup.py install
        ```
        ![ASpace AI Themes](https://assets.ey.com/content/dam/ey-sites/ey-com/en_in/topics/consulting/2020/07/aspace/vison-sense.png.rendition.3840.2560.png)
        ## Contributing
        
        We welcome contributions. Feel free to file issues and pull requests on the repo and we'll address them as we can. Learn more about how you can help on our [Contribution Rules & Guidelines](/CONTRIBUTING.md).
        
        You can reach out to us anytime with questions and suggestions using our communities below:
         - **Support questions:** [StackOverflow](https://stackoverflow.com/questions/tagged/aspaceai)
         
        ## Updates
        * [ASpace.ai Platform Release Notes](https://www.ey.com/en_in/consulting/accelerating-digital-transformation-with-ai)
        
        ## License
        All ASpace Cognitive Services SDKs and samples are licensed with the MIT License. For more details, see
        [LICENSE](/LICENSE.txt).
        
        
        
        ## Developer Code of Conduct
        Developers using Cognitive Services, including this sample, are expected to follow the “Developer Code of Conduct for ASpace AI”, found at [https://www.ey.com/en_in/consulting/accelerating-digital-transformation-with-ai](https://www.ey.com/en_in/consulting/accelerating-digital-transformation-with-ai).
Platform: UNKNOWN
Classifier: Programming Language :: Python
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Requires-Python: >=3.7.9
Description-Content-Type: text/markdown
