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added default predictions in predefined examples
Browse files- predefined_example.py +53 -2
predefined_example.py
CHANGED
@@ -1,4 +1,4 @@
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from dataclasses import dataclass
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from span_dataclass_converters import get_ner_spans_from_annotations
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@@ -7,6 +7,7 @@ from span_dataclass_converters import get_ner_spans_from_annotations
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class PredefinedExample:
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text: str
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gt_labels: dict
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# gt_spans: list
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# predictions: list
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@@ -19,7 +20,7 @@ class PredefinedExample:
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@property
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def predictions(self):
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return [self.gt_spans]
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@property
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def tags(self):
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@@ -36,6 +37,29 @@ small_example = PredefinedExample(
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{"start": 63, "end": 72, "label": "mucolytic"},
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],
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},
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)
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big_example = PredefinedExample(
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@@ -57,6 +81,33 @@ big_example = PredefinedExample(
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{"start": 46, "end": 63, "label": "flu like symptoms"},
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],
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},
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)
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EXAMPLES = [small_example, big_example]
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from dataclasses import dataclass, field
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from span_dataclass_converters import get_ner_spans_from_annotations
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class PredefinedExample:
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text: str
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gt_labels: dict
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default_predictions: list = field(default_factory=list)
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# gt_spans: list
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# predictions: list
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@property
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def predictions(self):
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return [self.gt_spans] + self.default_predictions
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@property
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def tags(self):
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{"start": 63, "end": 72, "label": "mucolytic"},
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],
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},
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default_predictions=[
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[
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{
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"start": 26,
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"end": 41,
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"label": "Disease",
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"span_text": "with bronchitis",
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},
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{"start": 61, "end": 72, "label": "Drug", "span_text": "a mucolytic"},
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],
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[
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{"start": 31, "end": 41, "label": "Drug", "span_text": "bronchitis"},
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{"start": 63, "end": 72, "label": "Drug", "span_text": "mucolytic"},
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],
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[
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{
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"start": 31,
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"end": 72,
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"label": "Disease",
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"span_text": "bronchitis and was prescribed a mucolytic",
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}
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],
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],
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)
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big_example = PredefinedExample(
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{"start": 46, "end": 63, "label": "flu like symptoms"},
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],
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},
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default_predictions=[
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[
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{"start": 29, "end": 41, "label": "Symptoms", "span_text": "stomach pain"},
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{"start": 46, "end": 49, "label": "Symptoms", "span_text": "flu"},
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{
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"start": 120,
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"end": 136,
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"label": "Disease",
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"span_text": "acute bronchitis",
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},
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{"start": 213, "end": 222, "label": "Drug", "span_text": "mucolytic"},
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{"start": 234, "end": 245, "label": "Drug", "span_text": "paracetamol"},
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],
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[
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{"start": 29, "end": 41, "label": "Symptoms", "span_text": "stomach pain"},
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{"start": 46, "end": 49, "label": "Disease", "span_text": "flu"},
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{
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"start": 120,
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"end": 136,
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"label": "Disease",
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"span_text": "acute bronchitis",
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},
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{"start": 213, "end": 222, "label": "Drug", "span_text": "mucolytic"},
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{"start": 234, "end": 245, "label": "Drug", "span_text": "paracetamol"},
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{"start": 250, "end": 260, "label": "Symptoms", "span_text": "body pains"},
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],
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],
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)
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EXAMPLES = [small_example, big_example]
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