PEP8 compliance

app.py

@@ -14,11 +14,11 @@
 #    WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 #    See the License for the specific language governing permissions and
 #    limitations under the License.
-'''
+"""
 Simple Sentiment Analysis server for EUROSENTIMENT
 
 This class shows how to use the nif_server module to create custom services.
-'''
+"""
 import config
 from flask import Flask
 from senpy.extensions import Senpy

dev-requirements.txt

@@ -0,0 +1 @@
+mock

plugins-bak/prueba/__init__.py

@@ -1,9 +0,0 @@
-from senpy.plugins import SenpyPlugin
-
-class Prueba(SenpyPlugin):
-    def __init__(self, **kwargs):
-        super(Prueba, self).__init__(name="prueba",
-                                                 version="4.0",
-                                                 **kwargs)
-
-plugin = Prueba()

plugins/sentiment140/__init__.py

@@ -1,11 +1,10 @@
 import requests
 import json
 
-import sys
-
 from senpy.plugins import SentimentPlugin
 from senpy.models import Response, Opinion, Entry
 
+
 class Sentiment140Plugin(SentimentPlugin):
     EXTRA_PARAMS = {
         "language": {"aliases": ["language", "l"],
@@ -13,6 +12,7 @@ class Sentiment140Plugin(SentimentPlugin):
                      "options": ["es", "en", "auto"],
                      }
     }
+
     def __init__(self, **kwargs):
         super(Sentiment140Plugin, self).__init__(name="sentiment140",
                                                  version="2.0",
@@ -22,23 +22,21 @@ class Sentiment140Plugin(SentimentPlugin):
     def analyse(self, **params):
         lang = params.get("language", "auto")
         res = requests.post("http://www.sentiment140.com/api/bulkClassifyJson",
-                            json.dumps({
+                            json.dumps({"language": lang,
-                                "language": lang,
+                                        "data": [{"text": params["input"]}]
-                                "data": [{"text": params["input"]}]}
+                                        }
-                                    ))
+                                       )
-
+                            )
 
         response = Response()
-        polarityValue = int(res.json()["data"][0]["polarity"]) * 25
+        polarity_value = int(res.json()["data"][0]["polarity"]) * 25
         polarity = "marl:Neutral"
-        if polarityValue > 50:
+        if polarity_value > 50:
             polarity = "marl:Positive"
-        elif polarityValue < 50:
+        elif polarity_value < 50:
             polarity = "marl:Negative"
-
-
         entry = Entry(text=params["input"])
-        opinion = Opinion(polarity=polarity, polarityValue=polarityValue)
+        opinion = Opinion(polarity=polarity, polarity_value=polarity_value)
         entry.opinions.append(opinion)
         entry.language = lang
         response.entries.append(entry)

requirements.txt

@@ -1,5 +1,4 @@
 Flask==0.10.1
 gunicorn==19.0.0
 requests==2.4.1
-Flask-Plugins==1.4
 GitPython==0.3.2.RC1

senpy/__init__.py

@@ -14,21 +14,12 @@
 #    WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 #    See the License for the specific language governing permissions and
 #    limitations under the License.
-'''
+"""
 Sentiment analysis server in Python
-'''
+"""
 
-VERSION = "0.2.6"
+VERSION = "0.2.7"
 
 import extensions
 import blueprints
 import plugins
-
-
-if __name__ == '__main__':
-    from flask import Flask
-    app = Flask(__name__)
-    sp = extensions.Senpy()
-    sp.init_app(app)
-    app.debug = config.DEBUG
-    app.run()

senpy/blueprints.py

@@ -14,14 +14,15 @@
 #    WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 #    See the License for the specific language governing permissions and
 #    limitations under the License.
-'''
+"""
-Simple Sentiment Analysis server
+Blueprints for Senpy
-'''
+"""
 import json
 import logging
+
 logger = logging.getLogger(__name__)
 
-from flask import Blueprint, render_template, request, jsonify, current_app
+from flask import Blueprint, request, jsonify, current_app
 
 nif_blueprint = Blueprint("NIF Sentiment Analysis Server", __name__)
 
@@ -31,8 +32,8 @@ BASIC_PARAMS = {
                   },
 }
 
+
 def get_params(req, params=BASIC_PARAMS):
-    indict = None
     if req.method == 'POST':
         indict = req.form
     elif req.method == 'GET':
@@ -41,37 +42,37 @@ def get_params(req, params=BASIC_PARAMS):
         raise ValueError("Invalid data")
 
     outdict = {}
-    wrongParams = {}
+    wrong_params = {}
     for param, options in params.iteritems():
         for alias in options["aliases"]:
             if alias in indict:
                 outdict[param] = indict[alias]
         if param not in outdict:
             if options.get("required", False):
-                wrongParams[param] = params[param]
+                wrong_params[param] = params[param]
             else:
                 if "default" in options:
                     outdict[param] = options["default"]
         else:
-            if "options" in params[param] and \
+            if "options" in params[param] and outdict[param] not in params[param]["options"]:
-                outdict[param] not in params[param]["options"]:
+                wrong_params[param] = params[param]
-                wrongParams[param] = params[param]
+    if wrong_params:
-    if wrongParams:
+        message = {"status": "failed",
-        message = {"status": "failed", "message": "Missing or invalid parameters"}
+                   "message": "Missing or invalid parameters",
-        message["parameters"] = outdict
+                   "parameters": outdict,
-        message["errors"] = {param:error for param, error in wrongParams.iteritems()}
+                   "errors": {param: error for param, error in wrong_params.iteritems()}
+                   }
         raise ValueError(json.dumps(message))
     return outdict
 
+
 def basic_analysis(params):
     response = {"@context": ["http://demos.gsi.dit.upm.es/eurosentiment/static/context.jsonld",
                              {
                                  "@base": "{}#".format(request.url.encode('utf-8'))
                              }
                              ],
-                "analysis": [{
+                "analysis": [{"@type": "marl:SentimentAnalysis"}],
-                    "@type": "marl:SentimentAnalysis"
-                }],
                 "entries": []
                 }
     if "language" in params:
@@ -83,8 +84,9 @@ def basic_analysis(params):
         })
     return response
 
+
 @nif_blueprint.route('/', methods=['POST', 'GET'])
-def home(entries=None):
+def home():
     try:
         algo = get_params(request).get("algorithm", None)
         specific_params = current_app.senpy.parameters(algo)
@@ -96,11 +98,13 @@ def home(entries=None):
     except Exception as ex:
         return jsonify(status="400", message=ex.message)
 
+
 @nif_blueprint.route("/default")
 def default():
     return current_app.senpy.default_plugin
     #return plugins(action="list", plugin=current_app.senpy.default_algorithm)
 
+
 @nif_blueprint.route('/plugins/', methods=['POST', 'GET'])
 @nif_blueprint.route('/plugins/<plugin>', methods=['POST', 'GET'])
 @nif_blueprint.route('/plugins/<plugin>/<action>', methods=['POST', 'GET'])
@@ -113,7 +117,7 @@ def plugins(plugin=None, action="list"):
         return "Plugin not found", 400
     if action == "list":
         with_params = request.args.get("params", "") == "1"
-        dic = {plug:plugs[plug].jsonable(with_params) for plug in plugs}
+        dic = {plug: plugs[plug].jsonable(with_params) for plug in plugs}
         return jsonify(dic)
     if action == "disable":
         current_app.senpy.disable_plugin(plugin)
@@ -127,9 +131,11 @@ def plugins(plugin=None, action="list"):
     else:
         return "action '{}' not allowed".format(action), 400
 
+
 if __name__ == '__main__':
     import config
     from flask import Flask
+
     app = Flask(__name__)
     app.register_blueprint(nif_blueprint)
     app.debug = config.DEBUG

senpy/extensions.py

@@ -1,3 +1,5 @@
+"""
+"""
 import os
 import sys
 import imp
@@ -55,7 +57,6 @@ class Senpy(object):
         else:
             return False
 
-
     def analyse(self, **params):
         algo = None
         logger.debug("analysing with params: {}".format(params))
@@ -69,12 +70,12 @@ class Senpy(object):
             resp.analysis.append(plug.jsonable())
             return resp
         else:
-            return {"status": 400, "message": "The algorithm '{}' is not valid".format(algo) }
+            return {"status": 400, "message": "The algorithm '{}' is not valid".format(algo)}
 
     @property
     def default_plugin(self):
         candidates = self.filter_plugins(enabled=True)
-        if len(candidates)>1:
+        if len(candidates) > 1:
             candidate = candidates.keys()[0]
             logger.debug("Default: {}".format(candidate))
             return candidate
@@ -97,7 +98,8 @@ class Senpy(object):
         del self.plugins[plugin]
         self.plugins[nplug.name] = nplug
 
-    def _load_plugin(self, plugin, search_folder, enabled=True):
+    @staticmethod
+    def _load_plugin(plugin, search_folder, enabled=True):
         logger.debug("Loading plugins")
         sys.path.append(search_folder)
         (fp, pathname, desc) = imp.find_module(plugin)
@@ -118,14 +120,14 @@ class Senpy(object):
             logger.debug("Exception importing {}: {}".format(plugin, ex))
         return tmp
 
-
     def _load_plugins(self):
         plugins = {}
         for search_folder in self._search_folders:
             for item in os.listdir(search_folder):
                 if os.path.isdir(os.path.join(search_folder, item)) \
-                        and os.path.exists(
+                        and os.path.exists(os.path.join(search_folder,
-                            os.path.join(search_folder, item, "__init__.py")):
+                                                        item,
+                                                        "__init__.py")):
                     plugin = self._load_plugin(item, search_folder)
                     if plugin:
                         plugins[plugin.name] = plugin
@@ -140,12 +142,6 @@ class Senpy(object):
         for plugin in self.plugins:
             self.enable_plugin(plugin)
 
-    def enable_plugin(self, item):
-        self.plugins[item].enabled = True
-
-    def disable_plugin(self, item):
-        self.plugins[item].enabled = False
-
     @property
     def plugins(self):
         """ Return the plugins registered for a given application.  """
@@ -157,27 +153,20 @@ class Senpy(object):
 
     def filter_plugins(self, **kwargs):
         """ Filter plugins by different criteria """
+
         def matches(plug):
             res = all(getattr(plug, k, None) == v for (k, v) in kwargs.items())
             logger.debug("matching {} with {}: {}".format(plug.name,
                                                           kwargs,
                                                           res))
             return res
+
         if not kwargs:
             return self.plugins
         else:
-            return {n:p for n, p in self.plugins.items() if matches(p)}
+            return {n: p for n, p in self.plugins.items() if matches(p)}
 
     def sentiment_plugins(self):
         """ Return only the sentiment plugins """
-        return {p:plugin for p, plugin in self.plugins.items() if
+        return {p: plugin for p, plugin in self.plugins.items() if
                 isinstance(plugin, SentimentPlugin)}
-
-
-if __name__ == '__main__':
-    from flask import Flask
-    app = Flask(__name__)
-    sp = Senpy()
-    sp.init_app(APP)
-    with APP.app_context():
-        sp._load_plugins()

senpy/models.py

@@ -2,6 +2,7 @@ import json
 import os
 from collections import defaultdict
 
+
 class Leaf(defaultdict):
     def __init__(self, ofclass=list):
         super(Leaf, self).__init__(ofclass)
@@ -15,6 +16,7 @@ class Leaf(defaultdict):
     def __delattr__(self, name):
         return super(Leaf, self).__delitem__(name)
 
+
 class Response(Leaf):
     def __init__(self, context=None):
         super(Response, self).__init__()
@@ -25,7 +27,7 @@ class Response(Leaf):
                 os.path.realpath(__file__)))
         if isinstance(context, dict):
             self["@context"] = context
-        if isinstance(context, basestring):
+        if isinstance(context, str) or isinstance(context, unicode):
             try:
                 with open(context) as f:
                     self["@context"] = json.loads(f.read())
@@ -34,26 +36,28 @@ class Response(Leaf):
 
 
 class Entry(Leaf):
-    def __init__(self, text=None, emotionSets=None, opinions=None, **kwargs):
+    def __init__(self, text=None, emotion_sets=None, opinions=None, **kwargs):
         super(Entry, self).__init__(**kwargs)
         if text:
             self.text = text
-        if emotionSets:
+        if emotion_sets:
-            self.emotionSets = emotionSets
+            self.emotionSets = emotion_sets
         if opinions:
             self.opinions = opinions
 
+
 class Opinion(Leaf):
-    def __init__(self, polarityValue=None, polarity=None, **kwargs):
+    def __init__(self, polarity_value=None, polarity=None, **kwargs):
         super(Opinion, self).__init__(**kwargs)
-        if polarityValue is not None:
+        if polarity_value is not None:
-            self.polarityValue = polarityValue
+            self.polarity_value = polarity_value
         if polarity is not None:
             self.polarity = polarity
 
 
-
 class EmotionSet(Leaf):
-    def __init__(self, emotions=[], **kwargs):
+    def __init__(self, emotions=None, **kwargs):
+        if not emotions:
+            emotions = []
         super(EmotionSet, self).__init__(**kwargs)
         self.emotions = emotions or []

senpy/plugins.py

@@ -32,6 +32,7 @@ PARAMS = {"input": {"aliases": ["i", "input"],
                         },
           }
 
+
 class SenpyPlugin(object):
     def __init__(self, name=None, version=None, extraparams=None, params=None):
         logger.debug("Initialising {}".format(name))
@@ -60,7 +61,7 @@ class SenpyPlugin(object):
             "@id": "{}_{}".format(self.name, self.version),
             "enabled": self.enabled,
         }
-        if self.repo:
+        if hasattr(self, "repo") and self.repo:
             resp["repo"] = self.repo.remotes[0].url
         if parameters:
             resp["parameters"] = self.params
@@ -68,14 +69,15 @@ class SenpyPlugin(object):
             resp["extra_parameters"] = self.extraparams
         return resp
 
+
 class SentimentPlugin(SenpyPlugin):
     def __init__(self,
-                 minPolarityValue=0,
+                 min_polarity_value=0,
-                 maxPolarityValue=1,
+                 max_polarity_value=1,
                  **kwargs):
         super(SentimentPlugin, self).__init__(**kwargs)
-        self.minPolarityValue = minPolarityValue
+        self.minPolarityValue = min_polarity_value
-        self.maxPolarityValue = maxPolarityValue
+        self.maxPolarityValue = max_polarity_value
 
     def jsonable(self, *args, **kwargs):
         resp = super(SentimentPlugin, self).jsonable(*args, **kwargs)
@@ -83,16 +85,17 @@ class SentimentPlugin(SenpyPlugin):
         resp["marl:minPolarityValue"] = self.minPolarityValue
         return resp
 
+
 class EmotionPlugin(SenpyPlugin):
     def __init__(self,
-                 minEmotionValue=0,
+                 min_emotion_value=0,
-                 maxEmotionValue=1,
+                 max_emotion_value=1,
-                 emotionCategory=None,
+                 emotion_category=None,
                  **kwargs):
         super(EmotionPlugin, self).__init__(**kwargs)
-        self.minEmotionValue = minEmotionValue
+        self.minEmotionValue = min_emotion_value
-        self.maxEmotionValue = maxEmotionValue
+        self.maxEmotionValue = max_emotion_value
-        self.emotionCategory = emotionCategory
+        self.emotionCategory = emotion_category
 
     def jsonable(self, *args, **kwargs):
         resp = super(EmotionPlugin, self).jsonable(*args, **kwargs)

setup.py

@@ -2,17 +2,17 @@ from setuptools import setup
 import senpy
 
 setup(
-  name = 'senpy',
+    name='senpy',
-  packages = ['senpy'], # this must be the same as the name above
+    packages=['senpy'],  # this must be the same as the name above
-  version = senpy.VERSION,
+    version=senpy.VERSION,
-  description = '''
+    description='''
     A sentiment analysis server implementation. Designed to be \
 extendable, so new algorithms and sources can be used.
     ''',
-  author = 'J. Fernando Sanchez',
+    author='J. Fernando Sanchez',
-  author_email = 'balkian@gmail.com',
+    author_email='balkian@gmail.com',
-  url = 'https://github.com/balkian/senpy', # use the URL to the github repo
+    url='https://github.com/balkian/senpy',  # use the URL to the github repo
-  download_url = 'https://github.com/balkian/senpy/archive/{}.tar.gz'.format(senpy.VERSION),
+    download_url='https://github.com/balkian/senpy/archive/{}.tar.gz'.format(senpy.VERSION),
-  keywords = ['eurosentiment', 'sentiment', 'emotions', 'nif'], # arbitrary keywords
+    keywords=['eurosentiment', 'sentiment', 'emotions', 'nif'],  # arbitrary keywords
-  classifiers = [],
+    classifiers=[],
 )

tests/__init__.py

@@ -0,0 +1 @@
+

tests/blueprints_test/__init__.py

@@ -1,5 +1,7 @@
+
 import os
 import logging
+
 try:
     import unittest.mock as mock
 except ImportError:
@@ -8,10 +10,12 @@ from senpy.extensions import Senpy
 from flask import Flask
 from flask.ext.testing import TestCase
 
+
 def check_dict(indic, template):
     return all(item in indic.items() for item in template.items())
 
-class Blueprints_Test(TestCase):
+
+class BlueprintsTest(TestCase):
     def create_app(self):
         self.app = Flask("test_extensions")
         self.senpy = Senpy()
@@ -20,7 +24,6 @@ class Blueprints_Test(TestCase):
         self.senpy.add_folder(self.dir)
         return self.app
 
-
     def test_home(self):
         """ Calling with no arguments should ask the user for more arguments """
         resp = self.client.get("/")

tests/extensions_test/__init__.py

@@ -1,5 +1,6 @@
 import os
 import logging
+
 try:
     import unittest.mock as mock
 except ImportError:
@@ -9,7 +10,7 @@ from flask import Flask
 from flask.ext.testing import TestCase
 
 
-class Extensions_Test(TestCase):
+class ExtensionsTest(TestCase):
     def create_app(self):
         self.app = Flask("test_extensions")
         self.senpy = Senpy()
@@ -22,16 +23,16 @@ class Extensions_Test(TestCase):
         """ Initialising the app with the extension.  """
         assert hasattr(self.app, "senpy")
         tapp = Flask("temp app")
-        tsen = Senpy(tapp)
+        self.senpy.init_app(tapp)
         assert hasattr(tapp, "senpy")
 
     def test_discovery(self):
         """ Discovery of plugins in given folders.  """
+        # noinspection PyProtectedMember
         assert self.dir in self.senpy._search_folders
         print self.senpy.plugins
         assert "dummy" in self.senpy.plugins
 
-
     def test_enabling(self):
         """ Enabling a plugin """
         self.senpy.enable_plugin("dummy")
@@ -41,7 +42,7 @@ class Extensions_Test(TestCase):
         """ Disabling a plugin """
         self.senpy.enable_plugin("dummy")
         self.senpy.disable_plugin("dummy")
-        assert self.senpy.plugins["dummy"].enabled == False
+        assert not self.senpy.plugins["dummy"].enabled
 
     def test_default(self):
         """ Default plugin should be set """
@@ -63,7 +64,7 @@ class Extensions_Test(TestCase):
 
     def test_filtering(self):
         """ Filtering plugins """
-        assert len(self.senpy.filter_plugins(name="dummy"))>0
+        assert len(self.senpy.filter_plugins(name="dummy")) > 0
         assert not len(self.senpy.filter_plugins(name="notdummy"))
         assert self.senpy.filter_plugins(name="dummy", enabled=True)
         self.senpy.disable_plugin("dummy")