def test_regular(self):
content = Mock()
target = Target(content)
actual = target.weight_item_scores(
[
{"_id": "2", "score": 14, "reasons": "reasons_value"},
{"_id": "4", "score": 12, "reasons": "reasons_value"},
{"_id": "6", "score": 12, "reasons": "reasons_value"},
{"_id": "5", "score": 5, "reasons": "reasons_value"},
{"_id": "1", "score": 4, "reasons": "reasons_value"},
{"_id": "3", "score": 2, "reasons": "reasons_value"}
]
)
self.assertListEqual(
[
{
'index': 0, '_id': '2', 'reasons': 'reasons_value', 'score': 100.0
},
{
'reasons': 'reasons_value', '_id': '4', 'index': 1, 'score': 83.33333333333334
},
{
'_id': '6', 'index': 2, 'reasons': 'reasons_value', 'score': 83.33333333333334
},
{
'reasons': 'reasons_value', '_id': '5', 'index': 3, 'score': 25.0
},
{
'reasons': 'reasons_value', '_id': '1', 'index': 4, 'score': 16.666666666666664
},
{'_id': '3', 'reasons': 'reasons_value', 'index': 5, 'score': 0.0}
],
actual
)
def test_no_scores(self):
content = Mock()
target = Target(content)
actual = target.get_reason_summary(
{
}
)
self.assertListEqual(
actual,
[]
)
def test_no_entities(self):
target = Target("content")
target.get_content_list_response = Mock()
target.get_content_list_response.side_effect = [
[],
[
{
"_id": "1",
"score": 1
},
{
"_id": "2",
"score": 1
}
],
[
{
"_id": "1",
"score": 1
},
{
"_id": "2",
"score": 1
}
]
]
actual = target.score_items(
{
"entities": []
}
)
self.assertDictEqual(
actual,
{}
)
def __init__(self):
from suggest.content import Content
reason_cache = Content()
from suggest.logic.suggestor import Suggestor
path_handlers = [
url(r"/",
Root,
dict(suggestor=Suggestor(reason_cache)),
name="root"),
url(r"/([0-9a-fA-F]+)/items",
handlers.SuggestionItemsHandler,
name="suggestion_items"),
url(r"/cache",
handlers.CacheHandler,
dict(reason_cache=reason_cache),
name="cache"),
url(r"/status", handlers.StatusHandler, name="status")
]
settings = dict(debug=tornado.options.options.debug, )
tornado.web.Application.__init__(self, path_handlers, **settings)
def test_has_scores(self):
content = Mock()
target = Target(content)
target.get_reason_summary = Mock()
target.get_reason_summary.return_value = "reason_summary_value"
target.weight_item_scores = Mock()
target.weight_item_scores.return_value = "weighted_scores_value"
target.score_items = Mock()
target.score_items.return_value = ["score_1", "score_2"]
target.sort_items = Mock()
target.sort_items.return_value = "sort_scores_value"
actual = target.create_suggestion_items("context")
self.assertEqual("weighted_scores_value", actual)
self.assertEqual(1, target.score_items.call_count)
self.assertEqual("context", target.score_items.call_args_list[0][0][0])
self.assertEqual(1, target.weight_item_scores.call_count)
self.assertEqual('sort_scores_value', target.weight_item_scores.call_args_list[0][0][0])
self.assertEqual(1, target.sort_items.call_count)
self.assertEqual(["score_1", "score_2"], target.sort_items.call_args_list[0][0][0])
def test_none_response_for_one_entity(self):
target = Target("content")
target.get_content_list_response = Mock()
target.get_content_list_response.side_effect = [
[
{
"_id": ObjectId("55d39f1c7d391b49e1569fa1"),
"score": 100
},
{
"_id": ObjectId("55d39f1c7d391b49e1569fa2"),
"score": 100
}
],
None,
[
{
"_id": ObjectId("55d39f1c7d391b49e1569fa1"),
"score": 50
},
{
"_id": ObjectId("55d39f1c7d391b49e1569fa4"),
"score": 100
}
],
[
{
"_id": ObjectId("55d39f1c7d391b49e1569fa3"),
"score": 100
},
{
"_id": ObjectId("55d39f1c7d391b49e1569fa2"),
"score": 20
}
]
]
actual = target.score_items(
{
"entities": [
{
"type": "color",
"key": "black",
"weighting": 60.0
},
{
"type": "color",
"key": "no_data",
"weighting": 60.0
}
]
}
)
self.assertDictEqual(
{
ObjectId("55d39f1c7d391b49e1569fa1"): {
"_id": ObjectId("55d39f1c7d391b49e1569fa1"),
'reasons': [
{
'key': 'black',
'score': 60.0,
'type': 'color',
'raw_score': 100,
'weighting': 60.0
},
{
'raw_score': 50,
'score': 3.912023005428146,
'type': 'popular'
}
],
'score': 63.912023005428146
},
ObjectId("55d39f1c7d391b49e1569fa2"): {
"_id": ObjectId("55d39f1c7d391b49e1569fa2"),
'reasons': [
{
'key': 'black',
'score': 60.0,
'type': 'color',
'raw_score': 100,
'weighting': 60.0
},
{
'raw_score': 20,
'score': 2.995732273553991,
'type': 'popular'
}
],
'score': 62.99573227355399
}
},
actual
)
def test_empty(self):
content = Mock()
target = Target(content)
actual = target.weight_item_scores([])
self.assertListEqual([], actual)
def test_scores_multiple_reason(self):
content = Mock()
target = Target(content)
actual = target.get_reason_summary(
{
'1': {
'reasons': [
{
'key': 'black',
'score': 60.0,
'type': 'color',
'raw_score': 100,
'weighting': 60.0
},
{
'raw_score': 50,
'score': 3.912023005428146,
'type': 'popular'
}
],
'score': 63.912023005428146
},
'2': {
'reasons': [
{
'key': 'black',
'score': 60.0,
'type': 'color',
'raw_score': 100,
'weighting': 60.0
},
{
'raw_score': 20,
'score': 2.995732273553991,
'type': 'popular'
}
],
'score': 62.99573227355399
},
'3': {
'reasons': [
{
'key': 'black',
'score': 60.0,
'type': 'color',
'raw_score': 100,
'weighting': 60.0
},
{
'raw_score': 20,
'score': 2.995732273553991,
'type': 'popular'
}
],
'score': 60.99573227355399
},
'4': {
'reasons': [
{
'key': 'red',
'score': 60.0,
'type': 'color',
'raw_score': 100,
'weighting': 60.0
},
{
'raw_score': 20,
'score': 4.995732273553991,
'type': 'popular'
}
],
'score': 64.99573227355399
},
'5': {
'reasons': [
{
'key': 'red',
'score': 60.0,
'type': 'color',
'raw_score': 100,
'weighting': 60.0
},
{
'key': 'black',
'score': 60.0,
'type': 'color',
'raw_score': 100,
'weighting': 60.0
},
{
'raw_score': 20,
'score': 4.995732273553991,
'type': 'popular'
}
],
'score': 124.99573227355399
}
}
)
self.assertListEqual(
actual,
[
{
'average_score': 124.99573227355398,
'count': 1,
'reasons': [
{
'key': 'red', 'score': 60.0, 'type': 'color'
},
{
'key': 'black', 'score': 60.0, 'type': 'color'
}
],
'total_score': 124.99573227355398
},
{
'average_score': 64.99573227355398,
'count': 1,
'reasons': [
{
'key': 'red', 'score': 60.0, 'type': 'color'
}
],
'total_score': 64.99573227355398
},
{
'average_score': 62.634495850845376,
'count': 3,
'reasons': [
{
'key': 'black', 'score': 60.0, 'type': 'color'
}
],
'total_score': 187.90348755253612
}
]
)
def test_scores_single_reason(self):
content = Mock()
target = Target(content)
actual = target.get_reason_summary(
{
'1': {
'reasons': [
{
'key': 'black',
'score': 60.0,
'type': 'color',
'raw_score': 100,
'weighting': 60.0
},
{
'raw_score': 50,
'score': 3.912023005428146,
'type': 'popular'
}
],
'score': 63.912023005428146
},
'2': {
'reasons': [
{
'key': 'black',
'score': 60.0,
'type': 'color',
'raw_score': 100,
'weighting': 60.0
},
{
'raw_score': 20,
'score': 2.995732273553991,
'type': 'popular'
}
],
'score': 62.99573227355399
},
'3': {
'reasons': [
{
'key': 'black',
'score': 60.0,
'type': 'color',
'raw_score': 100,
'weighting': 60.0
},
{
'raw_score': 20,
'score': 4.995732273553991,
'type': 'popular'
}
],
'score': 64.99573227355399
}
}
)
self.assertListEqual(
actual,
[
{
'average_score': 63.967829184178704,
'count': 3,
'reasons': [
{
'key': 'black', 'score': 60.0, 'type': 'color'
}
],
'total_score': 191.90348755253612
}
]
)
