mirror of
https://github.com/gsi-upm/senpy
synced 2024-10-31 23:41:41 +00:00
247 lines
8.2 KiB
Python
247 lines
8.2 KiB
Python
import logging
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import jsonschema
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import json
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import rdflib
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from unittest import TestCase
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from senpy.models import (Analysis,
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Emotion,
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EmotionAnalysis,
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EmotionSet,
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Entry,
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Error,
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Results,
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Sentiment,
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SentimentPlugin,
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Plugins,
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from_string,
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from_dict,
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subtypes)
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from senpy import plugins
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from pprint import pprint
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class ModelsTest(TestCase):
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def test_jsonld(self):
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prueba = {"id": "test", "activities": [], "entries": []}
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r = Results(**prueba)
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print("Response's context: ")
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pprint(r._context)
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assert r.id == "test"
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j = r.jsonld(with_context=True)
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print("As JSON:")
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pprint(j)
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assert ("@context" in j)
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assert ("marl" in j["@context"])
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assert ("entries" in j["@context"])
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assert (j["@id"] == "test")
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assert "id" not in j
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r6 = Results(**prueba)
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e = Entry({"@id": "ohno", "nif:isString": "Just testing"})
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r6.entries.append(e)
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logging.debug("Reponse 6: %s", r6)
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assert ("marl" in r6._context)
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assert ("entries" in r6._context)
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j6 = r6.jsonld(with_context=True)
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logging.debug("jsonld: %s", j6)
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assert ("@context" in j6)
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assert ("entries" in j6)
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assert ("activities" in j6)
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resp = r6.flask()
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received = json.loads(resp.data.decode())
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logging.debug("Response: %s", j6)
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assert (received["entries"])
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assert (received["entries"][0]["nif:isString"] == "Just testing")
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assert (received["entries"][0]["nif:isString"] != "Not testing")
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def test_id(self):
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""" Adding the id after creation should overwrite the automatic ID
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"""
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r = Entry(_auto_id=True)
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j = r.jsonld()
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assert '@id' in j
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r.id = "test"
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j2 = r.jsonld()
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assert j2['@id'] == 'test'
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assert 'id' not in j2
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def test_entries(self):
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e = Entry()
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self.assertRaises(jsonschema.ValidationError, e.validate)
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e.nif__isString = "this is a test"
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e.nif__beginIndex = 0
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e.nif__endIndex = 10
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e.validate()
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def test_sentiment(self):
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s = Sentiment()
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self.assertRaises(jsonschema.ValidationError, s.validate)
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s.nif__anchorOf = "so much testing"
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s.prov__wasGeneratedBy = ""
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s.validate()
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def test_emotion_set(self):
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e = EmotionSet()
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self.assertRaises(jsonschema.ValidationError, e.validate)
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e.nif__anchorOf = "so much testing"
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e.prov__wasGeneratedBy = ""
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e.validate()
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def test_results(self):
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r = Results()
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e = Entry()
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e.nif__isString = "Results test"
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r.entries.append(e)
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r.id = ":test_results"
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r.validate()
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def test_plugins(self):
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self.assertRaises(Error, plugins.Plugin)
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p = plugins.SentimentPlugin({"name": "dummy",
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"description": "I do nothing",
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"version": 0,
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"extra_params": {
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"none": {
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"options": ["es", ],
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"required": False,
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"default": "0"
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}
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}})
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c = p.jsonld()
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assert '@type' in c
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assert c['@type'] == 'SentimentPlugin'
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assert 'info' not in c
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assert 'repo' not in c
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assert 'extra_params' in c
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logging.debug('Framed:')
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logging.debug(c)
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p.validate()
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assert 'es' in c['extra_params']['none']['options']
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assert isinstance(c['extra_params']['none']['options'], list)
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def test_str(self):
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"""The string representation shouldn't include private variables"""
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r = Results()
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p = plugins.Plugin({"name": "STR test",
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"description": "Test of private variables.",
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"version": 0})
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p._testing = 0
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s = str(p)
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assert "_testing" not in s
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r.activities.append(p)
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s = str(r)
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assert "_testing" not in s
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def test_serialize(self):
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for k, v in subtypes().items():
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e = v()
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e.serialize()
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def test_turtle(self):
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"""Any model should be serializable as a turtle file"""
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ana = EmotionAnalysis()
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res = Results()
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res.activities.append(ana)
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entry = Entry(text='Just testing')
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eSet = EmotionSet()
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emotion = Emotion()
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entry.emotions.append(eSet)
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res.entries.append(entry)
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eSet.onyx__hasEmotion.append(emotion)
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eSet.prov__wasGeneratedBy = ana.id
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triples = ('ana a :Analysis',
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'ent[]ry a :entry',
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' nif:isString "Just testing"',
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' onyx:hasEmotionSet eSet',
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'eSet a onyx:EmotionSet',
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' prov:wasGeneratedBy ana',
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' onyx:hasEmotion emotion',
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'emotion a onyx:Emotion',
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'res a :results',
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' me:AnalysisInvolved ana',
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' prov:used entry')
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t = res.serialize(format='turtle')
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print(t)
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g = rdflib.Graph().parse(data=t, format='turtle')
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assert len(g) == len(triples)
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def test_plugin_list(self):
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"""The plugin list should be of type \"plugins\""""
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plugs = Plugins()
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c = plugs.jsonld()
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assert '@type' in c
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assert c['@type'] == 'Plugins'
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def test_single_plugin(self):
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"""A response with a single plugin should still return a list"""
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plugs = Plugins()
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p = SentimentPlugin({'id': str(1),
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'version': 0,
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'description': 'dummy'})
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plugs.plugins.append(p)
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assert isinstance(plugs.plugins, list)
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js = plugs.jsonld()
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assert isinstance(js['plugins'], list)
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assert js['plugins'][0]['@type'] == 'SentimentPlugin'
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def test_parameters(self):
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'''An Analysis should contain the algorithm and the list of parameters to be used'''
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a = Analysis()
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a.params = {'param1': 1, 'param2': 2}
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assert len(a.parameters) == 2
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for param in a.parameters:
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if param.name == 'param1':
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assert param.value == 1
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elif param.name == 'param2':
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assert param.value == 2
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else:
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raise Exception('Unknown value %s' % param)
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def test_from_string(self):
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results = {
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'@type': 'Results',
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'@id': 'prueba',
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'entries': [{
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'@id': 'entry1',
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'@type': 'Entry',
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'nif:isString': 'TEST'
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}]
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}
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recovered = from_dict(results)
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assert recovered.id == results['@id']
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assert isinstance(recovered, Results)
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assert isinstance(recovered.entries[0], Entry)
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string = json.dumps(results)
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recovered = from_string(string)
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assert isinstance(recovered, Results)
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assert isinstance(recovered.entries[0], Entry)
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def test_serializable(self):
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r = Results()
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e = Entry()
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r.entries.append(e)
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d = r.serializable()
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assert d
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assert d['entries']
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def test_template(self):
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r = Results()
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e = Entry()
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e.nif__isString = 'testing the template'
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sent = Sentiment()
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sent.polarity = 'marl:Positive'
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r.entries.append(e)
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e.sentiments.append(sent)
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template = ('{% for entry in entries %}'
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'{{ entry["nif:isString"] | upper }}'
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',{{entry.sentiments[0]["marl:hasPolarity"].split(":")[1]}}'
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'{% endfor %}')
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res = r.serialize(template=template)
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assert res == 'TESTING THE TEMPLATE,Positive'
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