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avsolatorio
commited on
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•
81fbf66
1
Parent(s):
71ef356
Add time logs and duration
Browse filesSigned-off-by: Aivin V. Solatorio <avsolatorio@gmail.com>
app.py
CHANGED
@@ -36,20 +36,24 @@ def get_country(country_name: str):
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return None
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@spaces.GPU
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def predict_entities(
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if isinstance(labels, str):
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labels = [i.strip() for i in labels.split(",")]
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-
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def parse_query(query: str, labels: Union[str, list], threshold: float = 0.3, nested_ner: bool = False, model_name: str = None) -> Dict[str, Union[str, list]]:
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entities = []
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_entities = predict_entities(
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for entity in _entities:
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if entity["label"] == "country":
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@@ -61,7 +65,7 @@ def parse_query(query: str, labels: Union[str, list], threshold: float = 0.3, ne
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entities.append(entity)
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payload = {"query": query, "entities": entities}
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print(f"{datetime.now()} :: {json.dumps(payload)}\n")
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return payload
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return None
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@spaces.GPU(duration=3)
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def predict_entities(model, query: str, labels: Union[str, list], threshold: float = 0.3, nested_ner: bool = False):
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start = datetime.now()
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if isinstance(labels, str):
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labels = [i.strip() for i in labels.split(",")]
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entities = model.predict_entities(query, labels, threshold=threshold, flat_ner=not nested_ner)
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print(f"{datetime.now()} :: predict_entities :: {datetime.now() - start}")
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return entities
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def parse_query(query: str, labels: Union[str, list], threshold: float = 0.3, nested_ner: bool = False, model_name: str = None) -> Dict[str, Union[str, list]]:
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entities = []
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_entities = predict_entities(model=get_model(model_name), query=query, labels=labels, threshold=threshold, nested_ner=nested_ner)
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for entity in _entities:
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if entity["label"] == "country":
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entities.append(entity)
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payload = {"query": query, "entities": entities}
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print(f"{datetime.now()} :: parse_query :: {json.dumps(payload)}\n")
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return payload
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