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https://github.com/gsi-upm/senpy
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1087692de2
* Add sklearn example * Fix test_case * Add SenpyClientUse docs a.k.a. The wise men edition
107 lines
1.7 KiB
ReStructuredText
107 lines
1.7 KiB
ReStructuredText
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Client
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======
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Demo Endpoint
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-------------
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Import Client and send a request
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.. code:: python
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from senpy.client import Client
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c = Client('http://latest.senpy.cluster.gsi.dit.upm.es/api')
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r = c.analyse('I like Pizza', algorithm='sentiment140')
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Print response
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.. code:: python
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for entry in r.entries:
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print('{} -> {}'.format(entry['text'], entry['sentiments'][0]['marl:hasPolarity']))
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.. parsed-literal::
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I like Pizza -> marl:Positive
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Obtain a list of available plugins
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.. code:: python
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for plugin in c.request('/plugins')['plugins']:
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print(plugin['name'])
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.. parsed-literal::
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emoRand
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rand
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sentiment140
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Local Endpoint
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--------------
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Run a docker container with Senpy image and default plugins
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.. code::
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docker run -ti --name 'SenpyEndpoint' -d -p 5000:5000 gsiupm/senpy:0.8.6 --host 0.0.0.0 --default-plugins
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.. parsed-literal::
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a0157cd98057072388bfebeed78a830da7cf0a796f4f1a3fd9188f9f2e5fe562
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Import client and send a request to localhost
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.. code:: python
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c_local = Client('http://127.0.0.1:5000/api')
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r = c_local.analyse('Hello world', algorithm='sentiment140')
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Print response
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.. code:: python
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for entry in r.entries:
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print('{} -> {}'.format(entry['text'], entry['sentiments'][0]['marl:hasPolarity']))
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.. parsed-literal::
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Hello world -> marl:Neutral
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Obtain a list of available plugins deployed locally
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.. code:: python
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c_local.plugins().keys()
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.. parsed-literal::
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rand
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sentiment140
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emoRand
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Stop the docker container
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.. code:: python
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!docker stop SenpyEndpoint
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!docker rm SenpyEndpoint
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.. parsed-literal::
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SenpyEndpoint
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SenpyEndpoint
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