Spaces:
Running
Running
Fix: Abort if text ist not eng
Browse files
app.py
CHANGED
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@@ -112,7 +112,7 @@ def is_eng(review: str):
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lang_label = lang_labels[0]
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lang_prob = float(lang_probs[0])
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return lang_label[1] == "__label__en", lang_prob
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### Do actual prediction #########################################################
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@spaces.GPU(duration=10) # Sekunden GPU-Zeit pro Call
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@@ -120,23 +120,32 @@ def predict(review: str):
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review = (review or "").strip()
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if not review:
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# immer zwei Outputs zurückgeben
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return "<i>Please enter a review.</i>", {}
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prediction_flavours = {}
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prediction_flavours_list = [0, 0, 0, 0, 0, 0, 0, 0]
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prediction_flavours = predict_flavours(review, model_flavours, tokenizer_flavours, device)
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prediction_flavours_list = list(prediction_flavours.values())
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t_end_flavours = time.time()
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html_out = build_svg_with_values(prediction_flavours_list)
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@@ -145,10 +154,6 @@ def predict(review: str):
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"model": FILENAME,
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"device": device,
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"duration": round((t_end_flavours - t_start_flavours), 3),
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"is_en": {
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"is": review_is_eng,
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"prob": review_is_eng_prob
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},
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"results": [{
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#'icon': ICONS[name],
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"name": name,
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lang_label = lang_labels[0]
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lang_prob = float(lang_probs[0])
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return lang_label[1] == "__label__en", lang_label[1], lang_prob
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### Do actual prediction #########################################################
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@spaces.GPU(duration=10) # Sekunden GPU-Zeit pro Call
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review = (review or "").strip()
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# Abort if no text if given
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if not review:
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# immer zwei Outputs zurückgeben
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return "<i>Please enter a review.</i>", {}
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# Check for lang of text
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review_is_eng, review_lang_label, review_lang_prob = is_eng(review)
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# Abort if text is not english
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if not review_is_eng:
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# immer zwei Outputs zurückgeben
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return "<i>English texts only</i>", {"is_en": {
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"lang": review_lang_label.replace("__label__", ""),
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"prob": review_lang_prob
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}}
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prediction_flavours = {}
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prediction_flavours_list = [0, 0, 0, 0, 0, 0, 0, 0]
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# Do actual predictions if is english and whisky note
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t_start_flavours = time.time()
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prediction_flavours = predict_flavours(review, model_flavours, tokenizer_flavours, device)
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prediction_flavours_list = list(prediction_flavours.values())
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t_end_flavours = time.time()
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#html_out = f"<b>{html.escape(review)}</b>"
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html_out = build_svg_with_values(prediction_flavours_list)
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"model": FILENAME,
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"device": device,
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"duration": round((t_end_flavours - t_start_flavours), 3),
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"results": [{
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#'icon': ICONS[name],
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"name": name,
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