mirror of
https://github.com/gsi-upm/senpy
synced 2024-12-22 13:08:13 +00:00
Added random plugin and other features
This commit is contained in:
parent
37a098109f
commit
79c83e34a3
32
plugins/rand/rand.py
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32
plugins/rand/rand.py
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@ -0,0 +1,32 @@
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import json
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import random
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from senpy.plugins import SentimentPlugin
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from senpy.models import Response, Opinion, Entry
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class Sentiment140Plugin(SentimentPlugin):
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def analyse(self, **params):
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lang = params.get("language", "auto")
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p = params.get("prefix", None)
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response = Response(prefix=p)
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#polarity_value = self.maxPolarityValue*int(res.json()["data"][0]["polarity"]) * 0.25
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polarity_value = max(-1, min(1, random.gauss(0.2,0.2)))
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polarity = "marl:Neutral"
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if polarity_value > 0:
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polarity = "marl:Positive"
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elif polarity_value < 0:
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polarity = "marl:Negative"
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entry = Entry(id="Entry0",
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text=params["input"],
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prefix=p)
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opinion = Opinion(id="Opinion0",
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prefix=p,
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hasPolarity=polarity,
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polarityValue=polarity_value)
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opinion["prov:wasGeneratedBy"] = self.id
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entry.opinions.append(opinion)
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entry.language = lang
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response.entries.append(entry)
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return response
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17
plugins/rand/rand.senpy
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17
plugins/rand/rand.senpy
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@ -0,0 +1,17 @@
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{
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"name": "rand",
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"module": "rand",
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"description": "What my plugin broadly does",
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"author": "@balkian",
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"version": "0.1",
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"extra_params": {
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"language": {
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"aliases": ["language", "l"],
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"required": false,
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"options": ["es", "en", "auto"]
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}
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},
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"requirements": {},
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"marl:maxPolarityValue": "1",
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"marl:minPolarityValue": "-1"
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}
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@ -15,15 +15,19 @@ class Sentiment140Plugin(SentimentPlugin):
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)
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)
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response = Response(base=params.get("prefix", None))
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polarity_value = int(res.json()["data"][0]["polarity"]) * 25
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p = params.get("prefix", None)
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response = Response(prefix=p)
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polarity_value = self.maxPolarityValue*int(res.json()["data"][0]["polarity"]) * 0.25
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polarity = "marl:Neutral"
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if polarity_value > 50:
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polarity = "marl:Positive"
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elif polarity_value < 50:
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polarity = "marl:Negative"
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entry = Entry(id="Entry0", text=params["input"])
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entry = Entry(id="Entry0",
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text=params["input"],
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prefix=p)
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opinion = Opinion(id="Opinion0",
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prefix=p,
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hasPolarity=polarity,
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polarityValue=polarity_value)
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opinion["prov:wasGeneratedBy"] = self.id
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@ -11,5 +11,7 @@
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"options": ["es", "en", "auto"]
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}
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},
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"requirements": {}
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"requirements": {},
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"maxPolarityValue": "1",
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"minPolarityValue": "0"
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}
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@ -3,4 +3,5 @@ gunicorn==19.0.0
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requests==2.4.1
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GitPython==0.3.2.RC1
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Yapsy>=1.10.423
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gevent>=1.0.1
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gevent>=1.0.1
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PyLD>=0.6.5
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@ -38,8 +38,7 @@ if __name__ == '__main__':
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help='Logging level')
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parser.add_argument('--debug',
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"-d",
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metavar="debug",
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type=bool,
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action='store_true',
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default=False,
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help='Run the application in debug mode')
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parser.add_argument('--host',
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@ -62,7 +62,7 @@ def get_params(req, params=BASIC_PARAMS):
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"parameters": outdict,
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"errors": {param: error for param, error in wrong_params.iteritems()}
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}
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raise ValueError(json.dumps(message))
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raise ValueError(message)
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return outdict
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@ -88,13 +88,14 @@ def basic_analysis(params):
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@nif_blueprint.route('/', methods=['POST', 'GET'])
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def home():
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try:
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algo = get_params(request).get("algorithm", None)
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params = get_params(request)
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algo = params.get("algorithm", None)
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specific_params = current_app.senpy.parameters(algo)
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params = get_params(request, specific_params)
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params.update(get_params(request, specific_params))
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response = current_app.senpy.analyse(**params)
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return jsonify(response)
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except ValueError as ex:
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return ex.message
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return jsonify(ex.message)
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except Exception as ex:
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return jsonify(status="400", message=ex.message)
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@ -12,6 +12,7 @@ import json
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logger = logging.getLogger(__name__)
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from .plugins import SenpyPlugin, SentimentPlugin, EmotionPlugin
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from .models import Error
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from .blueprints import nif_blueprint
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from git import Repo, InvalidGitRepositoryError
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@ -70,12 +71,14 @@ class Senpy(object):
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if self.plugins[algo].is_activated:
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plug = self.plugins[algo]
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resp = plug.analyse(**params)
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resp.analysis.append(plug.jsonable())
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resp.analysis.append(plug)
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return resp
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logger.debug("Plugin not activated: {}".format(algo))
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else:
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logger.debug("Plugin not activated: {}".format(algo))
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return Error(status=400, message="The algorithm '{}' is not activated yet".format(algo))
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else:
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logger.debug("The algorithm '{}' is not valid\nValid algorithms: {}".format(algo, self.plugins.keys()))
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return {"status": 400, "message": "The algorithm '{}' is not valid".format(algo)}
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return Error(status=400, message="The algorithm '{}' is not valid".format(algo))
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@property
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def default_plugin(self):
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@ -156,9 +159,9 @@ class Senpy(object):
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module = candidate(info=info)
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try:
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repo_path = root
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module.repo = Repo(repo_path)
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module._repo = Repo(repo_path)
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except InvalidGitRepositoryError:
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module.repo = None
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module._repo = None
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except Exception as ex:
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logger.debug("Exception importing {}: {}".format(filename, ex))
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return None, None
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179
senpy/models.py
179
senpy/models.py
@ -1,21 +1,41 @@
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import json
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import os
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from collections import defaultdict
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from pyld import jsonld
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class Leaf(defaultdict):
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class Leaf(dict):
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_prefix = None
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_frame = {}
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_context = {}
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def __init__(self, id=None, context=None, prefix=None, ofclass=list):
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super(Leaf, self).__init__(ofclass)
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if context:
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def __init__(self,
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id=None,
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context=None,
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vocab=None,
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prefix=None,
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frame=None):
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super(Leaf, self).__init__()
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if context is not None:
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self.context = context
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if id:
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self.id = id
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elif self._context:
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self.context = self._context
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else:
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self.context = {}
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if frame is not None:
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self._frame = frame
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self._prefix = prefix
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self.id = id
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def __getattr__(self, key):
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return super(Leaf, self).__getitem__(self._get_key(key))
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try:
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return object.__getattr__(self, key)
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except AttributeError:
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try:
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return super(Leaf, self).__getitem__(self._get_key(key))
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except KeyError:
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raise AttributeError()
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def __setattr__(self, key, value):
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try:
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@ -23,20 +43,40 @@ class Leaf(defaultdict):
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object.__setattr__(self, key, value)
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except AttributeError:
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key = self._get_key(key)
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value = self.get_context(value) if key == "@context" else value
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if key == "@context":
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value = self.get_context(value)
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elif key == "@id":
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value = self.get_id(value)
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if key[0] == "_":
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object.__setattr__(self, key, value)
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else:
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super(Leaf, self).__setitem__(key, value)
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if value is None:
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try:
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super(Leaf, self).__delitem__(key)
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except KeyError:
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pass
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else:
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super(Leaf, self).__setitem__(key, value)
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def get_id(self, id):
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"""
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This is not the most elegant solution to change the @id attribute, but it
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is the quickest way to have it included in the dictionary without extra
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boilerplate.
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"""
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if id and self._prefix and ":" not in id:
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return "{}{}".format(self._prefix, id)
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else:
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return id
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def __delattr__(self, key):
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return super(Leaf, self).__delitem__(self._get_key(key))
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def _get_key(self, key):
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if key in ["context", "id"]:
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if key[0] == "_":
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return key
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elif key in ["context", "id"]:
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return "@{}".format(key)
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elif self._prefix:
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return "{}:{}".format(self._prefix, key)
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else:
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return key
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@ -56,55 +96,128 @@ class Leaf(defaultdict):
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except IOError:
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return context
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def compact(self):
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return jsonld.compact(self, self.context)
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def frame(self, frame=None, options=None):
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if frame is None:
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frame = self._frame
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if options is None:
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options = {}
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return jsonld.frame(self, frame, options)
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def jsonable(self, parameters=False, frame=None, options=None, context=None):
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if frame is None:
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frame = self._frame
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if options is None:
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options = {}
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if context is None:
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context = self._context
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return jsonld.compact(jsonld.frame(self, frame, options), context)
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#if parameters:
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#resp["parameters"] = self.params
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#elif self.extra_params:
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#resp["extra_parameters"] = self.extra_params
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#return resp
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def to_JSON(self):
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return json.dumps(self,
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default=lambda o: o.__dict__,
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sort_keys=True, indent=4)
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class Response(Leaf):
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def __init__(self, context=None, base=None, *args, **kwargs):
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_frame = { "@context": {
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"analysis": {
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"@container": "@set",
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"@id": "prov:wasInformedBy"
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},
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"date": {
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"@id": "dc:date",
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"@type": "xsd:dateTime"
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},
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"dc": "http://purl.org/dc/terms/",
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"dc:subject": {
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"@type": "@id"
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},
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"emotions": {
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"@container": "@set",
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"@id": "onyx:hasEmotionSet"
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},
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"entries": {
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"@container": "@set",
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"@id": "prov:generated"
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},
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"marl": "http://www.gsi.dit.upm.es/ontologies/marl/ns#",
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"nif": "http://persistence.uni-leipzig.org/nlp2rdf/ontologies/nif-core#",
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"onyx": "http://www.gsi.dit.upm.es/ontologies/onyx/ns#",
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"opinions": {
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"@container": "@set",
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"@id": "marl:hasOpinion"
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},
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"prov": "http://www.w3.org/ns/prov#",
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"rdfs": "http://www.w3.org/2000/01/rdf-schema#",
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"strings": {
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"@container": "@set",
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"@reverse": "nif:hasContext"
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},
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"wnaffect": "http://www.gsi.dit.upm.es/ontologies/wnaffect#",
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"xsd": "http://www.w3.org/2001/XMLSchema#"
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},
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"analysis": {},
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"entries": {}
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}
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def __init__(self, context=None, *args, **kwargs):
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if context is None:
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context = "{}/context.jsonld".format(os.path.dirname(
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os.path.realpath(__file__)))
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super(Response, self).__init__(*args, context=context, **kwargs)
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if base:
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self.context["@base"] = base
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self["analysis"] = []
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self["entries"] = []
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self.analysis = []
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self.entries = []
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class Entry(Leaf):
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_context = {
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"@vocab": "http://persistence.uni-leipzig.org/nlp2rdf/ontologies/nif-core#"
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}
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def __init__(self, text=None, emotion_sets=None, opinions=None, **kwargs):
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super(Entry, self).__init__(**kwargs)
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if text:
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self.text = text
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if emotion_sets:
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self.emotionSets = emotion_sets
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if opinions:
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self.opinions = opinions
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self.emotionSets = emotion_sets if emotion_sets else []
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self.opinions = opinions if opinions else []
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class Opinion(Leaf):
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#opinionContext = {"@vocab": "http://www.gsi.dit.upm.es/ontologies/marl/ns#"}
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_context = {
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"@vocab": "http://www.gsi.dit.upm.es/ontologies/marl/ns#"
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}
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def __init__(self, polarityValue=None, hasPolarity=None, *args, **kwargs):
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super(Opinion, self).__init__( prefix="marl",
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*args,
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super(Opinion, self).__init__(*args,
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**kwargs)
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if polarityValue is not None:
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self.polarityValue = polarityValue
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self.hasPolarityValue = polarityValue
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if hasPolarity is not None:
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self.hasPolarity = hasPolarity
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class EmotionSet(Leaf):
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emotionContext = {}
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_context = {}
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def __init__(self, emotions=None, *args, **kwargs):
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if not emotions:
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emotions = []
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super(EmotionSet, self).__init__(context=EmotionSet.emotionContext,
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super(EmotionSet, self).__init__(context=EmotionSet._context,
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*args,
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**kwargs)
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self.emotions = emotions or []
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class Emotion(Leaf):
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emotionContext = {}
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def __init__(self, emotions=None, *args, **kwargs):
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super(EmotionSet, self).__init__(context=Emotion.emotionContext,
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*args,
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**kwargs)
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_context = {}
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class Error(Leaf):
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def __init__(self, *args, **kwargs):
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super(Error, self).__init__(*args)
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self.update(kwargs)
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@ -1,5 +1,6 @@
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import logging
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import ConfigParser
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from .models import Leaf
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logger = logging.getLogger(__name__)
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@ -38,13 +39,24 @@ PARAMS = {"input": {"aliases": ["i", "input"],
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}
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class SenpyPlugin(object):
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class SenpyPlugin(Leaf):
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_context = {"@vocab": "http://www.gsi.dit.upm.es/ontologies/senpy/ns#",
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"info": None}
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_frame = { "@context": _context,
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"name": {},
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"@explicit": False,
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"version": {},
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"repo": None,
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"info": None,
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}
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def __init__(self, info=None):
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if not info:
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raise ValueError("You need to provide configuration information for the plugin.")
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logger.debug("Initialising {}".format(info))
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super(SenpyPlugin, self).__init__()
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self.name = info["name"]
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self.version = info["version"]
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self.id="{}_{}".format(self.name, self.version)
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self.params = info.get("params", PARAMS.copy())
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self.extra_params = info.get("extra_params", {})
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self.params.update(self.extra_params)
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@ -66,49 +78,15 @@ class SenpyPlugin(object):
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def id(self):
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return "{}_{}".format(self.name, self.version)
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def jsonable(self, parameters=False):
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resp = {
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"@id": "{}_{}".format(self.name, self.version),
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"is_activated": self.is_activated,
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}
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if hasattr(self, "repo") and self.repo:
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resp["repo"] = self.repo.remotes[0].url
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if parameters:
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resp["parameters"] = self.params
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elif self.extra_params:
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resp["extra_parameters"] = self.extra_params
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return resp
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class SentimentPlugin(SenpyPlugin):
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def __init__(self,
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min_polarity_value=0,
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max_polarity_value=1,
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**kwargs):
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super(SentimentPlugin, self).__init__(**kwargs)
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self.minPolarityValue = min_polarity_value
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self.maxPolarityValue = max_polarity_value
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def jsonable(self, *args, **kwargs):
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resp = super(SentimentPlugin, self).jsonable(*args, **kwargs)
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resp["marl:maxPolarityValue"] = self.maxPolarityValue
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resp["marl:minPolarityValue"] = self.minPolarityValue
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return resp
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|
||||
def __init__(self, info, *args, **kwargs):
|
||||
super(SentimentPlugin, self).__init__(info, *args, **kwargs)
|
||||
self.minPolarityValue = float(info.get("minPolarityValue", 0))
|
||||
self.maxPolarityValue = float(info.get("maxPolarityValue", 1))
|
||||
|
||||
class EmotionPlugin(SenpyPlugin):
|
||||
def __init__(self,
|
||||
min_emotion_value=0,
|
||||
max_emotion_value=1,
|
||||
emotion_category=None,
|
||||
**kwargs):
|
||||
super(EmotionPlugin, self).__init__(**kwargs)
|
||||
self.minEmotionValue = min_emotion_value
|
||||
self.maxEmotionValue = max_emotion_value
|
||||
self.emotionCategory = emotion_category
|
||||
|
||||
def jsonable(self, *args, **kwargs):
|
||||
resp = super(EmotionPlugin, self).jsonable(*args, **kwargs)
|
||||
resp["onyx:minEmotionValue"] = self.minEmotionValue
|
||||
resp["onyx:maxEmotionValue"] = self.maxEmotionValue
|
||||
return resp
|
||||
def __init__(self, info, *args, **kwargs):
|
||||
resp = super(EmotionPlugin, self).__init__(info, *args, **kwargs)
|
||||
self.minEmotionValue = float(info.get("minEmotionValue", 0))
|
||||
self.maxEmotionValue = float(info.get("maxEmotionValue", 0))
|
||||
|
2
setup.py
2
setup.py
@ -8,7 +8,7 @@ install_reqs = parse_requirements("requirements.txt")
|
||||
# e.g. ['django==1.5.1', 'mezzanine==1.4.6']
|
||||
reqs = [str(ir.req) for ir in install_reqs]
|
||||
|
||||
VERSION = "0.3.1"
|
||||
VERSION = "0.3.2"
|
||||
|
||||
print(reqs)
|
||||
|
||||
|
@ -1,4 +1,3 @@
|
||||
|
||||
import os
|
||||
import logging
|
||||
|
||||
|
40
tests/context.jsonld
Normal file
40
tests/context.jsonld
Normal file
@ -0,0 +1,40 @@
|
||||
{
|
||||
"dc": "http://purl.org/dc/terms/",
|
||||
"dc:subject": {
|
||||
"@type": "@id"
|
||||
},
|
||||
"xsd": "http://www.w3.org/2001/XMLSchema#",
|
||||
"marl": "http://www.gsi.dit.upm.es/ontologies/marl/ns#",
|
||||
"nif": "http://persistence.uni-leipzig.org/nlp2rdf/ontologies/nif-core#",
|
||||
"onyx": "http://www.gsi.dit.upm.es/ontologies/onyx/ns#",
|
||||
"emotions": {
|
||||
"@container": "@set",
|
||||
"@id": "onyx:hasEmotionSet"
|
||||
},
|
||||
"opinions": {
|
||||
"@container": "@set",
|
||||
"@id": "marl:hasOpinion"
|
||||
},
|
||||
"prov": "http://www.w3.org/ns/prov#",
|
||||
"rdfs": "http://www.w3.org/2000/01/rdf-schema#",
|
||||
"analysis": {
|
||||
"@container": "@set",
|
||||
"@id": "prov:wasInformedBy"
|
||||
},
|
||||
"entries": {
|
||||
"@container": "@set",
|
||||
"@id": "prov:generated"
|
||||
},
|
||||
"strings": {
|
||||
"@container": "@set",
|
||||
"@reverse": "nif:hasContext"
|
||||
},
|
||||
"date":
|
||||
{
|
||||
"@id": "dc:date",
|
||||
"@type": "xsd:dateTime"
|
||||
},
|
||||
"text": { "@id": "nif:isString" },
|
||||
"wnaffect": "http://www.gsi.dit.upm.es/ontologies/wnaffect#",
|
||||
"xsd": "http://www.w3.org/2001/XMLSchema#"
|
||||
}
|
@ -2,7 +2,5 @@ from senpy.plugins import SentimentPlugin
|
||||
from senpy.models import Response
|
||||
|
||||
class DummyPlugin(SentimentPlugin):
|
||||
pass
|
||||
|
||||
def analyse(self, *args, **kwargs):
|
||||
return Response()
|
@ -52,11 +52,12 @@ class ExtensionsTest(TestCase):
|
||||
|
||||
def test_analyse(self):
|
||||
""" Using a plugin """
|
||||
with mock.patch.object(self.senpy.plugins["Dummy"], "analyse") as mocked:
|
||||
self.senpy.analyse(algorithm="Dummy", input="tupni", output="tuptuo")
|
||||
self.senpy.analyse(input="tupni", output="tuptuo")
|
||||
mocked.assert_any_call(input="tupni", output="tuptuo", algorithm="Dummy")
|
||||
mocked.assert_any_call(input="tupni", output="tuptuo")
|
||||
# I was using mock until plugin started inheriting Leaf (defaultdict with
|
||||
# __setattr__ and __getattr__.
|
||||
r1 = self.senpy.analyse(algorithm="Dummy", input="tupni", output="tuptuo")
|
||||
r2 = self.senpy.analyse(input="tupni", output="tuptuo")
|
||||
assert r1.analysis[0].id[:5] == "Dummy"
|
||||
assert r2.analysis[0].id[:5] == "Dummy"
|
||||
for plug in self.senpy.plugins:
|
||||
self.senpy.deactivate_plugin(plug, sync=True)
|
||||
resp = self.senpy.analyse(input="tupni")
|
||||
|
36
tests/models_test/__init__.py
Normal file
36
tests/models_test/__init__.py
Normal file
@ -0,0 +1,36 @@
|
||||
import os
|
||||
import logging
|
||||
|
||||
try:
|
||||
import unittest.mock as mock
|
||||
except ImportError:
|
||||
import mock
|
||||
import json
|
||||
import os
|
||||
from unittest import TestCase
|
||||
from senpy.models import Response
|
||||
from senpy.plugins import SenpyPlugin
|
||||
|
||||
class ModelsTest(TestCase):
|
||||
def test_response(self):
|
||||
r = Response(context=os.path.normpath(os.path.join(__file__, "..", "..", "context.jsonld")))
|
||||
assert("@context" in r)
|
||||
assert("marl" in r.context)
|
||||
r2 = Response(context=json.loads('{"test": "roger"}'))
|
||||
assert("test" in r2.context)
|
||||
r3 = Response(context=None)
|
||||
del r3.context
|
||||
assert("@context" not in r3)
|
||||
assert("entries" in r3)
|
||||
assert("analysis" in r3)
|
||||
|
||||
def test_opinions(self):
|
||||
pass
|
||||
|
||||
def test_frame_plugin(self):
|
||||
p = SenpyPlugin({"name": "dummy", "version": 0})
|
||||
c = p.frame()
|
||||
assert "info" not in c
|
||||
|
||||
def test_frame_response(self):
|
||||
pass
|
@ -1,4 +1,5 @@
|
||||
from senpy.plugins import SenpyPlugin
|
||||
from senpy.models import Response
|
||||
from time import sleep
|
||||
|
||||
class SleepPlugin(SenpyPlugin):
|
||||
@ -8,3 +9,6 @@ class SleepPlugin(SenpyPlugin):
|
||||
|
||||
def activate(self, *args, **kwargs):
|
||||
sleep(self.timeout)
|
||||
|
||||
def analyse(self, *args, **kwargs):
|
||||
return Response()
|
||||
|
Loading…
Reference in New Issue
Block a user