Instalar paquetes de Python en Azure ML?

Pregunta similar como aquí pero ahora en paquetes de Python. Actualmente, el CVXPY no se encuentra en Azure ML. También estoy intentando que otros solucionadores como GLPK, CLP y COINMP funcionen en Azure ML.

¿Cómo puedo instalar paquetes de Python en Azure ML?


Actualice acerca de intentar instalar los paquetes de Python que no se encuentran en Azure ML.

Hice lo que me indicó Peter Pan, pero creo que los archivos CVXPY de 32 bits son incorrectos para la Anaconda 4 y Python 3.5 en Azure ML, los registros y los errores están aquí .

[Information] Running with Python 3.5.1 |Anaconda 4.0.0 (64-bit)| (default, Feb 16 2016, 09:49:46) [MSC v.1900 64 bit (AMD64)] 

introduzca la descripción de la imagen aquí

    introduzca la descripción de la imagen aquí

    introduzca la descripción de la imagen aquí

    Actualización 2 con archivos win_amd64 (pegar aquí )

     [Information] Extracting Script Bundle.zip to .\Script Bundle [Information] File Name Modified Size [Information] cvxopt-1.1.9-cp35-cp35m-win_amd64.whl 2017-06-07 01:03:34 1972074 [Information] __MACOSX/ 2017-06-07 01:26:28 0 [Information] __MACOSX/._cvxopt-1.1.9-cp35-cp35m-win_amd64.whl 2017-06-07 01:03:34 452 [Information] cvxpy-0.4.10-py3-none-any.whl 2017-06-07 00:25:36 300880 [Information] __MACOSX/._cvxpy-0.4.10-py3-none-any.whl 2017-06-07 00:25:36 444 [Information] ecos-2.0.4-cp35-cp35m-win_amd64.whl 2017-06-07 01:03:40 56522 [Information] __MACOSX/._ecos-2.0.4-cp35-cp35m-win_amd64.whl 2017-06-07 01:03:40 450 [Information] numpy-1.13.0rc2+mkl-cp35-cp35m-win_amd64.whl 2017-06-07 01:25:02 127909457 [Information] __MACOSX/._numpy-1.13.0rc2+mkl-cp35-cp35m-win_amd64.whl 2017-06-07 01:25:02 459 [Information] scipy-0.19.0-cp35-cp35m-win_amd64.whl 2017-06-07 01:05:12 12178932 [Information] __MACOSX/._scipy-0.19.0-cp35-cp35m-win_amd64.whl 2017-06-07 01:05:12 452 [Information] scs-1.2.6-cp35-cp35m-win_amd64.whl 2017-06-07 01:03:34 78653 [Information] __MACOSX/._scs-1.2.6-cp35-cp35m-win_amd64.whl 2017-06-07 01:03:34 449 [Information] [ READING ] 0:00:00 [Information] Input pandas.DataFrame #1: [Information] Empty DataFrame [Information] Columns: [1] [Information] Index: [] [Information] [ EXECUTING ] 0:00:00 [Information] [ WRITING ] 0:00:00 

    donde import cvxpy , import cvxpy-0.4.10-py3-none-any.whl o cvxpy-0.4.10-py3-none-any no funciona así

    ¿Cómo puedo usar los siguientes archivos de rueda descargados aquí para usar los paquetes externos de Python que no se encuentran en Azure ML?

    Actualización sobre el problema de permisos sobre la importación de cvxpy (pegar aquí )

      [Error] ImportError: No module named 'canonInterface' 

    donde el paquete ZIP se organiza de forma un poco diferente, el contenido de cada rueda se descarga en una carpeta y el contenido tiene todo comprimido como un paquete ZIP.

    De acuerdo con el tutorial de Limitations y Technical Notes de Execute Python Script , la única forma de agregar módulos personalizados de Python es a través del mecanismo de archivo zip para empaquetar los módulos y todas las dependencias.

    Por ejemplo para instalar CVXPY , como a continuación.

    1. Descargue el archivo de rueda de CVXPY y sus dependencias como CVXOPT .
    2. Descomprima estos archivos de rueda y empaquete estos archivos en la ruta cvxpy y cvxopt , etc. como un archivo comprimido con su script.
    3. Suba el archivo zip como un conjunto de datos y utilícelo como el paquete de scripts.

    Si estaba usando IPython, también puede intentar instalar el Paquete Python a través del código !pip install cvxpy .

    Y hay algunos hilos SO similares que pueden ser útiles para usted, como se muestra a continuación.

    1. Azure ML Python con paquete de scripts no puede importar el módulo
    2. ¿Cómo instalar un paquete de Python desde IPython?

    Espero eso ayude.


    Actualizar:

    Para la interfaz IPython de Azure ML, vaya a la pestaña NOTEBOOKS para crear un cuaderno con el botón ADD TO PROJECT en la parte inferior de la página, como se muestra en la siguiente figura.

    introduzca la descripción de la imagen aquí

    O puede iniciar sesión directamente en el sitio web https://notebooks.azure.com para usarlo.

    Mostraré la respuesta de Peter Pan aquí y mostraré primero un experimento de trabajo con un paquete externo. La creación del paquete ZIP para el paquete externo CVXPY no fue tan directa sino educativa.


    Demostración sobre el paquete externo utilizando el paquete ZIP en Azure ML

    Este es un ejemplo práctico sobre el uso de un paquete adicional en el módulo Python Script provisto por Smit Shah

    https://gallery.cortanaintelligence.com/Experiment/Python-additional-package

    dónde

    introduzca la descripción de la imagen aquí

     [Information] Extracting Script Bundle.zip to .\Script Bundle [Information] File Name Modified Size [Information] adal/__init__.py 2017-05-01 10:03:04 1822 [Information] adal/__init__.pyc 2017-05-01 10:03:12 629 [Information] adal/adal_error.py 2017-05-01 10:03:04 1553 [Information] adal/adal_error.pyc 2017-05-01 10:03:12 685 [Information] adal/argument.py 2017-05-01 10:03:04 2023 [Information] adal/argument.pyc 2017-05-01 10:03:12 837 [Information] adal/authentication_context.py 2017-05-01 10:03:04 13766 [Information] adal/authentication_context.pyc 2017-05-01 10:03:12 14198 [Information] adal/authentication_parameters.py 2017-05-01 10:03:04 8195 [Information] adal/authentication_parameters.pyc 2017-05-01 10:03:12 4820 [Information] adal/authority.py 2017-05-01 10:03:04 6908 [Information] adal/authority.pyc 2017-05-01 10:03:12 6091 [Information] adal/cache_driver.py 2017-05-01 10:03:04 9773 [Information] adal/cache_driver.pyc 2017-05-01 10:03:12 9293 [Information] adal/code_request.py 2017-05-01 10:03:04 2744 [Information] adal/code_request.pyc 2017-05-01 10:03:12 2225 [Information] adal/constants.py 2017-05-01 10:03:04 7359 [Information] adal/constants.pyc 2017-05-01 10:03:12 9305 [Information] adal/log.py 2017-05-01 10:03:04 4058 [Information] adal/log.pyc 2017-05-01 10:03:12 3699 [Information] adal/mex.py 2017-05-01 10:03:04 11186 [Information] adal/mex.pyc 2017-05-01 10:03:12 8804 [Information] adal/oauth2_client.py 2017-05-01 10:03:04 14196 [Information] adal/oauth2_client.pyc 2017-05-01 10:03:12 11619 [Information] adal/self_signed_jwt.py 2017-05-01 10:03:04 4823 [Information] adal/self_signed_jwt.pyc 2017-05-01 10:03:12 5301 [Information] adal/token_cache.py 2017-05-01 10:03:04 4761 [Information] adal/token_cache.pyc 2017-05-01 10:03:12 4883 [Information] adal/token_request.py 2017-05-01 10:03:04 17703 [Information] adal/token_request.pyc 2017-05-01 10:03:12 15096 [Information] adal/user_realm.py 2017-05-01 10:03:04 6362 [Information] adal/user_realm.pyc 2017-05-01 10:03:12 5325 [Information] adal/util.py 2017-05-01 10:03:04 3567 [Information] adal/util.pyc 2017-05-01 10:03:12 2723 [Information] adal/wstrust_request.py 2017-05-01 10:03:04 8402 [Information] adal/wstrust_request.pyc 2017-05-01 10:03:12 6816 [Information] adal/wstrust_response.py 2017-05-01 10:03:04 8751 [Information] adal/wstrust_response.pyc 2017-05-01 10:03:12 5467 [Information] adal/xmlutil.py 2017-05-01 10:03:04 2806 [Information] adal/xmlutil.pyc 2017-05-01 10:03:12 2309 [Information] cryptography/__about__.py 2017-04-27 17:51:38 817 [Information] cryptography/__about__.pyc 2017-04-27 17:51:50 892 [Information] cryptography/__init__.py 2017-04-27 17:51:38 829 [Information] cryptography/__init__.pyc 2017-04-27 17:51:50 962 [Information] cryptography/exceptions.py 2017-04-27 17:51:38 1234 [Information] cryptography/exceptions.pyc 2017-04-27 17:51:50 3406 [Information] cryptography/fernet.py 2017-04-27 17:51:38 4305 [Information] cryptography/fernet.pyc 2017-04-27 17:51:50 5670 [Information] cryptography/hazmat/ 2017-04-27 17:51:50 0 [Information] cryptography/hazmat/__init__.py 2017-04-27 17:51:38 483 [Information] cryptography/hazmat/__init__.pyc 2017-04-27 17:51:50 560 [Information] cryptography/hazmat/backends/ 2017-04-27 17:51:50 0 [Information] cryptography/hazmat/backends/__init__.py 2017-04-27 17:51:38 2403 [Information] cryptography/hazmat/backends/__init__.pyc 2017-04-27 17:51:50 1783 [Information] cryptography/hazmat/backends/commoncrypto/ 2017-04-27 17:51:50 0 [Information] cryptography/hazmat/backends/commoncrypto/__init__.py 2017-04-27 17:51:38 341 [Information] cryptography/hazmat/backends/commoncrypto/__init__.pyc 2017-04-27 17:51:50 448 [Information] cryptography/hazmat/backends/commoncrypto/backend.py 2017-04-27 17:51:38 8840 [Information] cryptography/hazmat/backends/commoncrypto/backend.pyc 2017-04-27 17:51:50 9402 [Information] cryptography/hazmat/backends/commoncrypto/ciphers.py 2017-04-27 17:51:38 9362 [Information] cryptography/hazmat/backends/commoncrypto/ciphers.pyc 2017-04-27 17:51:50 8265 [Information] cryptography/hazmat/backends/commoncrypto/hashes.py 2017-04-27 17:51:38 2040 [Information] cryptography/hazmat/backends/commoncrypto/hashes.pyc 2017-04-27 17:51:50 2884 [Information] cryptography/hazmat/backends/commoncrypto/hmac.py 2017-04-27 17:51:38 2188 [Information] cryptography/hazmat/backends/commoncrypto/hmac.pyc 2017-04-27 17:51:50 3231 [Information] cryptography/hazmat/backends/interfaces.py 2017-04-27 17:51:38 10493 [Information] cryptography/hazmat/backends/interfaces.pyc 2017-04-27 17:51:50 21555 [Information] cryptography/hazmat/backends/multibackend.py 2017-04-27 17:51:38 19700 [Information] cryptography/hazmat/backends/multibackend.pyc 2017-04-27 17:51:50 25269 [Information] cryptography/hazmat/backends/openssl/ 2017-04-27 17:51:50 0 [Information] cryptography/hazmat/backends/openssl/__init__.py 2017-04-27 17:51:38 336 [Information] cryptography/hazmat/backends/openssl/__init__.pyc 2017-04-27 17:51:50 438 [Information] cryptography/hazmat/backends/openssl/backend.py 2017-04-27 17:51:38 68646 [Information] cryptography/hazmat/backends/openssl/backend.pyc 2017-04-27 17:51:50 64293 [Information] cryptography/hazmat/backends/openssl/ciphers.py 2017-04-27 17:51:38 7665 [Information] cryptography/hazmat/backends/openssl/ciphers.pyc 2017-04-27 17:51:50 6101 [Information] cryptography/hazmat/backends/openssl/cmac.py 2017-04-27 17:51:38 2797 [Information] cryptography/hazmat/backends/openssl/cmac.pyc 2017-04-27 17:51:50 3668 [Information] cryptography/hazmat/backends/openssl/decode_asn1.py 2017-04-27 17:51:38 29210 [Information] cryptography/hazmat/backends/openssl/decode_asn1.pyc 2017-04-27 17:51:50 28941 [Information] cryptography/hazmat/backends/openssl/dh.py 2017-04-27 17:51:38 9945 [Information] cryptography/hazmat/backends/openssl/dh.pyc 2017-04-27 17:51:50 10966 [Information] cryptography/hazmat/backends/openssl/dsa.py 2017-04-27 17:51:38 10044 [Information] cryptography/hazmat/backends/openssl/dsa.pyc 2017-04-27 17:51:50 12467 [Information] cryptography/hazmat/backends/openssl/ec.py 2017-04-27 17:51:38 9914 [Information] cryptography/hazmat/backends/openssl/ec.pyc 2017-04-27 17:51:50 12615 [Information] cryptography/hazmat/backends/openssl/encode_asn1.py 2017-04-27 17:51:38 22285 [Information] cryptography/hazmat/backends/openssl/encode_asn1.pyc 2017-04-27 17:51:50 22267 [Information] cryptography/hazmat/backends/openssl/hashes.py 2017-04-27 17:51:38 2532 [Information] cryptography/hazmat/backends/openssl/hashes.pyc 2017-04-27 17:51:50 3185 [Information] cryptography/hazmat/backends/openssl/hmac.py 2017-04-27 17:51:38 2980 [Information] cryptography/hazmat/backends/openssl/hmac.pyc 2017-04-27 17:51:50 3732 [Information] cryptography/hazmat/backends/openssl/rsa.py 2017-04-27 17:51:38 18610 [Information] cryptography/hazmat/backends/openssl/rsa.pyc 2017-04-27 17:51:50 17931 [Information] cryptography/hazmat/backends/openssl/utils.py 2017-04-27 17:51:38 862 [Information] cryptography/hazmat/backends/openssl/utils.pyc 2017-04-27 17:51:50 1088 [Information] cryptography/hazmat/backends/openssl/x509.py 2017-04-27 17:51:38 15804 [Information] cryptography/hazmat/backends/openssl/x509.pyc 2017-04-27 17:51:50 23091 [Information] cryptography/hazmat/bindings/ 2017-04-27 17:51:50 0 [Information] cryptography/hazmat/bindings/__init__.py 2017-04-27 17:51:38 246 [Information] cryptography/hazmat/bindings/__init__.pyc 2017-04-27 17:51:50 313 [Information] cryptography/hazmat/bindings/_constant_time.pyd 2017-04-27 17:51:38 8192 [Information] cryptography/hazmat/bindings/_openssl.pyd 2017-04-27 17:51:38 2754560 [Information] cryptography/hazmat/bindings/_padding.pyd 2017-04-27 17:51:38 8704 [Information] cryptography/hazmat/bindings/commoncrypto/ 2017-04-27 17:51:50 0 [Information] cryptography/hazmat/bindings/commoncrypto/__init__.py 2017-04-27 17:51:38 246 [Information] cryptography/hazmat/bindings/commoncrypto/__init__.pyc 2017-04-27 17:51:50 326 [Information] cryptography/hazmat/bindings/commoncrypto/binding.py 2017-04-27 17:51:38 410 [Information] cryptography/hazmat/bindings/commoncrypto/binding.pyc 2017-04-27 17:51:50 785 [Information] cryptography/hazmat/bindings/openssl/ 2017-04-27 17:51:50 0 [Information] cryptography/hazmat/bindings/openssl/__init__.py 2017-04-27 17:51:38 246 [Information] cryptography/hazmat/bindings/openssl/__init__.pyc 2017-04-27 17:51:50 321 [Information] cryptography/hazmat/bindings/openssl/_conditional.py 2017-04-27 17:51:38 8854 [Information] cryptography/hazmat/bindings/openssl/_conditional.pyc 2017-04-27 17:51:50 8138 [Information] cryptography/hazmat/bindings/openssl/binding.py 2017-04-27 17:51:38 5067 [Information] cryptography/hazmat/bindings/openssl/binding.pyc 2017-04-27 17:51:50 5118 [Information] cryptography/hazmat/primitives/ 2017-04-27 17:51:50 0 [Information] cryptography/hazmat/primitives/__init__.py 2017-04-27 17:51:38 246 [Information] cryptography/hazmat/primitives/__init__.pyc 2017-04-27 17:51:50 315 [Information] cryptography/hazmat/primitives/asymmetric/ 2017-04-27 17:51:50 0 [Information] cryptography/hazmat/primitives/asymmetric/__init__.py 2017-04-27 17:51:38 1020 [Information] cryptography/hazmat/primitives/asymmetric/__init__.pyc 2017-04-27 17:51:50 2305 [Information] cryptography/hazmat/primitives/asymmetric/dh.py 2017-04-27 17:51:38 5093 [Information] cryptography/hazmat/primitives/asymmetric/dh.pyc 2017-04-27 17:51:50 10298 [Information] cryptography/hazmat/primitives/asymmetric/dsa.py 2017-04-27 17:51:38 6890 [Information] cryptography/hazmat/primitives/asymmetric/dsa.pyc 2017-04-27 17:51:50 13468 [Information] cryptography/hazmat/primitives/asymmetric/ec.py 2017-04-27 17:51:38 9570 [Information] cryptography/hazmat/primitives/asymmetric/ec.pyc 2017-04-27 17:51:50 18550 [Information] cryptography/hazmat/primitives/asymmetric/padding.py 2017-04-27 17:51:38 2261 [Information] cryptography/hazmat/primitives/asymmetric/padding.pyc 2017-04-27 17:51:50 4322 [Information] cryptography/hazmat/primitives/asymmetric/rsa.py 2017-04-27 17:51:38 10226 [Information] cryptography/hazmat/primitives/asymmetric/rsa.pyc 2017-04-27 17:51:50 15084 [Information] cryptography/hazmat/primitives/asymmetric/utils.py 2017-04-27 17:51:38 1704 [Information] cryptography/hazmat/primitives/asymmetric/utils.pyc 2017-04-27 17:51:50 2984 [Information] cryptography/hazmat/primitives/ciphers/ 2017-04-27 17:51:50 0 [Information] cryptography/hazmat/primitives/ciphers/__init__.py 2017-04-27 17:51:38 574 [Information] cryptography/hazmat/primitives/ciphers/__init__.pyc 2017-04-27 17:51:50 654 [Information] cryptography/hazmat/primitives/ciphers/algorithms.py 2017-04-27 17:51:38 3424 [Information] cryptography/hazmat/primitives/ciphers/algorithms.pyc 2017-04-27 17:51:50 7930 [Information] cryptography/hazmat/primitives/ciphers/base.py 2017-04-27 17:51:38 7663 [Information] cryptography/hazmat/primitives/ciphers/base.pyc 2017-04-27 17:51:50 12557 [Information] cryptography/hazmat/primitives/ciphers/modes.py 2017-04-27 17:51:38 5517 [Information] cryptography/hazmat/primitives/ciphers/modes.pyc 2017-04-27 17:51:50 9165 [Information] cryptography/hazmat/primitives/cmac.py 2017-04-27 17:51:38 2235 [Information] cryptography/hazmat/primitives/cmac.pyc 2017-04-27 17:51:50 3192 [Information] cryptography/hazmat/primitives/constant_time.py 2017-04-27 17:51:38 798 [Information] cryptography/hazmat/primitives/constant_time.pyc 2017-04-27 17:51:50 1237 [Information] cryptography/hazmat/primitives/hashes.py 2017-04-27 17:51:38 5081 [Information] cryptography/hazmat/primitives/hashes.pyc 2017-04-27 17:51:50 9263 [Information] cryptography/hazmat/primitives/hmac.py 2017-04-27 17:51:38 2353 [Information] cryptography/hazmat/primitives/hmac.pyc 2017-04-27 17:51:50 3322 [Information] cryptography/hazmat/primitives/interfaces/ 2017-04-27 17:51:50 0 [Information] cryptography/hazmat/primitives/interfaces/__init__.py 2017-04-27 17:51:38 884 [Information] cryptography/hazmat/primitives/interfaces/__init__.pyc 2017-04-27 17:51:50 1961 [Information] cryptography/hazmat/primitives/kdf/ 2017-04-27 17:51:50 0 [Information] cryptography/hazmat/primitives/kdf/__init__.py 2017-04-27 17:51:38 771 [Information] cryptography/hazmat/primitives/kdf/__init__.pyc 2017-04-27 17:51:50 1473 [Information] cryptography/hazmat/primitives/kdf/concatkdf.py 2017-04-27 17:51:38 4109 [Information] cryptography/hazmat/primitives/kdf/concatkdf.pyc 2017-04-27 17:51:50 5908 [Information] cryptography/hazmat/primitives/kdf/hkdf.py 2017-04-27 17:51:38 3674 [Information] cryptography/hazmat/primitives/kdf/hkdf.pyc 2017-04-27 17:51:50 4986 [Information] cryptography/hazmat/primitives/kdf/kbkdf.py 2017-04-27 17:51:38 5017 [Information] cryptography/hazmat/primitives/kdf/kbkdf.pyc 2017-04-27 17:51:50 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2017-04-27 17:51:50 8668 [Information] cryptography/hazmat/primitives/twofactor/ 2017-04-27 17:51:50 0 [Information] cryptography/hazmat/primitives/twofactor/__init__.py 2017-04-27 17:51:38 288 [Information] cryptography/hazmat/primitives/twofactor/__init__.pyc 2017-04-27 17:51:50 607 [Information] cryptography/hazmat/primitives/twofactor/hotp.py 2017-04-27 17:51:38 2589 [Information] cryptography/hazmat/primitives/twofactor/hotp.pyc 2017-04-27 17:51:50 3808 [Information] cryptography/hazmat/primitives/twofactor/totp.py 2017-04-27 17:51:38 1594 [Information] cryptography/hazmat/primitives/twofactor/totp.pyc 2017-04-27 17:51:50 2637 [Information] cryptography/hazmat/primitives/twofactor/utils.py 2017-04-27 17:51:38 954 [Information] cryptography/hazmat/primitives/twofactor/utils.pyc 2017-04-27 17:51:50 1208 [Information] cryptography/utils.py 2017-04-27 17:51:38 4130 [Information] cryptography/utils.pyc 2017-04-27 17:51:50 6969 [Information] cryptography/x509/ 2017-04-27 17:51:50 0 [Information] cryptography/x509/__init__.py 2017-04-27 17:51:38 6857 [Information] cryptography/x509/__init__.pyc 2017-04-27 17:51:50 6944 [Information] cryptography/x509/base.py 2017-04-27 17:51:38 23315 [Information] cryptography/x509/base.pyc 2017-04-27 17:51:50 31205 [Information] cryptography/x509/extensions.py 2017-04-27 17:51:38 37228 [Information] cryptography/x509/extensions.pyc 2017-04-27 17:51:50 59587 [Information] cryptography/x509/general_name.py 2017-04-27 17:51:38 7519 [Information] cryptography/x509/general_name.pyc ... 2017-04-27 11:28:02 21986 [Information] dateutil/relativedelta.pyc 2017-04-27 11:28:06 17516 [Information] dateutil/rrule.py 2017-04-27 11:28:02 61792 [Information] dateutil/rrule.pyc 2017-04-27 11:28:06 48786 [Information] dateutil/tz/ 2017-04-27 11:28:06 0 [Information] dateutil/tz/__init__.py 2017-04-27 11:28:02 145 [Information] dateutil/tz/__init__.pyc 2017-04-27 11:28:06 379 [Information] dateutil/tz/_common.py 2017-04-27 11:28:02 11744 [Information] dateutil/tz/_common.pyc 2017-04-27 11:28:06 13900 [Information] dateutil/tz/tz.py 2017-04-27 11:28:02 48924 [Information] dateutil/tz/tz.pyc 2017-04-27 11:28:06 44590 [Information] dateutil/tz/win.py 2017-04-27 11:28:02 11466 [Information] dateutil/tz/win.pyc 2017-04-27 11:28:06 12475 [Information] dateutil/tzwin.py 2017-04-27 11:28:02 58 [Information] dateutil/tzwin.pyc 2017-04-27 11:28:06 211 [Information] dateutil/zoneinfo/ 2017-04-27 11:28:06 0 [Information] dateutil/zoneinfo/__init__.py 2017-04-27 11:28:02 6810 [Information] dateutil/zoneinfo/__init__.pyc 2017-04-27 11:28:06 7654 [Information] dateutil/zoneinfo/dateutil-zoneinfo.tar.gz 2017-04-27 11:28:02 139671 [Information] dateutil/zoneinfo/rebuild.py 2017-04-27 11:28:02 1688 [Information] dateutil/zoneinfo/rebuild.pyc 2017-04-27 11:28:06 2239 [Information] jwt/__init__.py 2017-06-06 14:51:08 738 [Information] jwt/__init__.pyc 2017-06-06 14:51:08 1177 [Information] jwt/__main__.py 2017-06-06 14:51:08 3585 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2017-06-06 14:51:08 2406 [Information] jwt/contrib/algorithms/pycrypto.py 2017-06-06 14:51:08 1250 [Information] jwt/contrib/algorithms/pycrypto.pyc 2017-06-06 14:51:08 2325 [Information] jwt/exceptions.py 2017-06-06 14:51:08 841 [Information] jwt/exceptions.pyc 2017-06-06 14:51:08 2777 [Information] jwt/utils.py 2017-06-06 14:51:08 2629 [Information] jwt/utils.pyc 2017-06-06 14:51:08 4204 

    por lo tanto, el paquete ZIP se realizó de una manera específica, de manera que las carpetas de información dist de los paquetes se eliminan y solo se incluyen las carpetas que tienen el nombre exacto del paquete

    introduzca la descripción de la imagen aquí

    por lo que pude ejecutar la import cvxpy , observe que se incluyen nuevos paquetes multiplocess y CVXCanon . Sin embargo, al resolver un problema, me ecos faltar el módulo ecos . Así que creé un nuevo directorio de ecos para todos los archivos encontrados en el paquete original de ecos.*.wheel para que el paquete ZIP actualizado se vea así

    introduzca la descripción de la imagen aquí

    por lo que pude resolver el siguiente problema de optimización convexo con la herramienta DCP llamada CVXPY.

    introduzca la descripción de la imagen aquí

    Código dentro del módulo Python Script que resuelve un problema de optimización con CVXPY en Azure ML

     import pandas as pd from cvxpy import * import numpy def azureml_main(dataframe1 = None, dataframe2 = None): # Problem data. m = 30 n = 20 numpy.random.seed(1) A = numpy.random.randn(m, n) b = numpy.random.randn(m) # Construct the problem. x = Variable(n) objective = Minimize(sum_squares(A*x - b)) constraints = [0 <= x, x <= 1] prob = Problem(objective, constraints) # The optimal objective is returned by prob.solve(). result = prob.solve() # The optimal value for x is stored in x.value. #print x.value # The optimal Lagrange multiplier for a constraint # is stored in constraint.dual_value. #print constraints[0].dual_value dataframe1=pd.DataFrame(numpy.zeros(1)) dataframe1[0][0]=result # Return value must be of a sequence of pandas.DataFrame return dataframe1, 

    Otras lecturas

    1. Tenga en cuenta que el código crea un Panda DataFrame con una matriz de tamaño cero, puede haber una forma más elegante de hacerlo, más en Python Pandas DataFrame con un solo número almacenado.