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Commit
ยท
81c36f4
1
Parent(s):
1ba6579
add filename and page v2
Browse files
app.py
CHANGED
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@@ -140,137 +140,250 @@ def extract_tokens_and_labels(highlighted: List[Dict[str, Union[str, None]]]
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# โโ App factory โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
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def create_demo() -> gr.Blocks:
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-
data
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validated_store
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for idx in validated_store:
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if 0 <= idx < len(data):
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data[idx]["validated"] = True
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-
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with gr.Blocks() as demo:
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-
prog
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inp_box
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-
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-
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-
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gr.Markdown(
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"[๐ Entity Tag Guide](https://huggingface.co/spaces/rafmacalaba/datause-annotation/blob/main/guidelines.md)"
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)
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-
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with gr.Row():
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prev_btn
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apply_btn
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next_btn
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with gr.Row():
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skip_prev
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validate_btn = gr.Button("โ
Validate")
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skip_next
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#
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-
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#
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-
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rec.get("validated", False),
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idx,
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rec.get("filename", ""), # <-- returns filename for filename_disp
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f"Page {rec.get('page', '')}" # <-- returns page for page_disp
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)
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-
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def update_example(highlighted, idx: int):
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# grab the record
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rec = dynamic_dataset.data[idx]
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-
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# reโtokenize from the raw text (same as do_validate)
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orig_tokens = tokenize_text(rec["text"])
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-
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# realign the user's highlights back to those tokens
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new_ner = align_spans_to_tokens(highlighted, orig_tokens)
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-
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# overwrite both token list and span list (and mark unโvalidated)
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rec["tokenized_text"] = orig_tokens
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rec["ner"] = new_ner
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rec["validated"] = False
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-
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# reโrender
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return prepare_for_highlight(rec)
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-
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def align_spans_to_tokens(
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highlighted: List[Dict[str, Union[str, None]]],
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tokens: List[str]
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) -> List[Tuple[int,int,str]]:
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"""
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Align each highlighted chunk to the next matching tokens in the list,
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advancing a pointer so repeated tokens map in the order you clicked them.
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"""
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spans = []
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search_start = 0
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-
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for entry in highlighted:
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text = entry["token"]
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label = entry.get("class_or_confidence") or entry.get("label") or entry.get("class")
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if not label:
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continue
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-
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chunk_toks = tokenize_text(text)
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# scan only from the end of the last match
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for i in range(search_start, len(tokens) - len(chunk_toks) + 1):
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if tokens[i:i+len(chunk_toks)] == chunk_toks:
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spans.append((i, i + len(chunk_toks) - 1, label))
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search_start = i + len(chunk_toks)
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break
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else:
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print(f"โ ๏ธ Couldnโt align chunk: {text!r}")
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return spans
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-
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def do_validate(highlighted, idx: int):
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# mark validated in memory
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dynamic_dataset.validate()
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-
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# grab the record
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rec = dynamic_dataset.data[idx]
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-
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# re-tokenize from the original text
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orig_tokens = tokenize_text(rec["text"])
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-
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# realign the user's highlighted segments to those tokens
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new_ner = align_spans_to_tokens(highlighted, orig_tokens)
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# overwrite both token list and span list
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rec["tokenized_text"] = orig_tokens
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rec["ner"] = new_ner
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-
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# persist
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save_single_validation(idx, rec)
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-
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# re-render and show checkbox checked
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return prepare_for_highlight(rec), True
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-
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-
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def nav(fn):
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rec = fn()
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segs = prepare_for_highlight(rec)
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return segs, rec.get("validated", False), dynamic_dataset.current
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-
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demo.load(load_example, inputs=prog, outputs=[inp_box, status, prog])
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apply_btn.click(
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fn=update_example,
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inputs=[inp_box, prog], # pass both the highlights *and* the example idx
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outputs=inp_box
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)
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#apply_btn.click(update_spans, inputs=inp_box, outputs=inp_box)
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prev_btn.click(lambda: nav(dynamic_dataset.prev), inputs=None, outputs=[inp_box, status, prog])
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validate_btn.click(do_validate, inputs=[inp_box, prog], outputs=[inp_box, status])
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next_btn.click(lambda: nav(dynamic_dataset.next), inputs=None, outputs=[inp_box, status, prog])
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skip_prev.click(lambda: nav(dynamic_dataset.jump_prev_unvalidated), inputs=None, outputs=[inp_box, status, prog])
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skip_next.click(lambda: nav(dynamic_dataset.jump_next_unvalidated), inputs=None, outputs=[inp_box, status, prog])
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return demo
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# โโ App factory โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
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+
# def create_demo() -> gr.Blocks:
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# data = load_initial_data()
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# validated_store = load_all_validations()
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+
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# for idx in validated_store:
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# if 0 <= idx < len(data):
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# data[idx]["validated"] = True
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# dynamic_dataset = DynamicDataset(data)
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# with gr.Blocks() as demo:
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# prog = gr.Slider(0, dynamic_dataset.len-1, value=0, step=1, label="Example #", interactive=False)
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# inp_box = gr.HighlightedText(label="Sentence", interactive=True)
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# status = gr.Checkbox(label="Validated?", value=False, interactive=False)
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# filename_disp = gr.Markdown(label="Filename") # NEW: shows current filename
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# page_disp = gr.Markdown(label="Page") # NEW: shows current page number
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# gr.Markdown(
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# "[๐ Entity Tag Guide](https://huggingface.co/spaces/rafmacalaba/datause-annotation/blob/main/guidelines.md)"
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# )
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+
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# with gr.Row():
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# prev_btn = gr.Button("โ๏ธ Previous")
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# apply_btn = gr.Button("๐ Apply Changes")
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# next_btn = gr.Button("Next โถ๏ธ")
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# with gr.Row():
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# skip_prev = gr.Button("โฎ๏ธ Prev Unvalidated")
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# validate_btn = gr.Button("โ
Validate")
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# skip_next = gr.Button("โญ๏ธ Next Unvalidated")
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+
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# # def load_example(idx):
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# # rec = validated_store.get(idx, dynamic_dataset.example(idx))
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# # segs = prepare_for_highlight(rec)
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# # return segs, rec.get("validated", False), idx
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# def load_example(idx):
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# rec = validated_store.get(idx, dynamic_dataset.example(idx))
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# segs = prepare_for_highlight(rec)
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# return (
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# segs,
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# rec.get("validated", False),
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# idx,
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# rec.get("filename", ""), # <-- returns filename for filename_disp
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# f"Page {rec.get('page', '')}" # <-- returns page for page_disp
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# )
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# def update_example(highlighted, idx: int):
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# # grab the record
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# rec = dynamic_dataset.data[idx]
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# # reโtokenize from the raw text (same as do_validate)
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# orig_tokens = tokenize_text(rec["text"])
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# # realign the user's highlights back to those tokens
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# new_ner = align_spans_to_tokens(highlighted, orig_tokens)
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# # overwrite both token list and span list (and mark unโvalidated)
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# rec["tokenized_text"] = orig_tokens
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# rec["ner"] = new_ner
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# rec["validated"] = False
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# # reโrender
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# return prepare_for_highlight(rec)
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# def align_spans_to_tokens(
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# highlighted: List[Dict[str, Union[str, None]]],
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# tokens: List[str]
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# ) -> List[Tuple[int,int,str]]:
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# """
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# Align each highlighted chunk to the next matching tokens in the list,
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# advancing a pointer so repeated tokens map in the order you clicked them.
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# """
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# spans = []
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# search_start = 0
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# for entry in highlighted:
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# text = entry["token"]
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# label = entry.get("class_or_confidence") or entry.get("label") or entry.get("class")
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# if not label:
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# continue
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+
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# chunk_toks = tokenize_text(text)
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# # scan only from the end of the last match
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# for i in range(search_start, len(tokens) - len(chunk_toks) + 1):
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# if tokens[i:i+len(chunk_toks)] == chunk_toks:
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# spans.append((i, i + len(chunk_toks) - 1, label))
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# search_start = i + len(chunk_toks)
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# break
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# else:
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# print(f"โ ๏ธ Couldnโt align chunk: {text!r}")
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# return spans
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# def do_validate(highlighted, idx: int):
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# # mark validated in memory
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# dynamic_dataset.validate()
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# # grab the record
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# rec = dynamic_dataset.data[idx]
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# # re-tokenize from the original text
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# orig_tokens = tokenize_text(rec["text"])
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+
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# # realign the user's highlighted segments to those tokens
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# new_ner = align_spans_to_tokens(highlighted, orig_tokens)
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# # overwrite both token list and span list
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# rec["tokenized_text"] = orig_tokens
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# rec["ner"] = new_ner
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# # persist
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# save_single_validation(idx, rec)
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# # re-render and show checkbox checked
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# return prepare_for_highlight(rec), True
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+
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# def nav(fn):
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# rec = fn()
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# segs = prepare_for_highlight(rec)
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# return segs, rec.get("validated", False), dynamic_dataset.current
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+
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# demo.load(load_example, inputs=prog, outputs=[inp_box, status, prog])
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# apply_btn.click(
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# fn=update_example,
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# inputs=[inp_box, prog], # pass both the highlights *and* the example idx
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# outputs=inp_box
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# )
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# #apply_btn.click(update_spans, inputs=inp_box, outputs=inp_box)
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# prev_btn.click(lambda: nav(dynamic_dataset.prev), inputs=None, outputs=[inp_box, status, prog])
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# validate_btn.click(do_validate, inputs=[inp_box, prog], outputs=[inp_box, status])
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# next_btn.click(lambda: nav(dynamic_dataset.next), inputs=None, outputs=[inp_box, status, prog])
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# skip_prev.click(lambda: nav(dynamic_dataset.jump_prev_unvalidated), inputs=None, outputs=[inp_box, status, prog])
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# skip_next.click(lambda: nav(dynamic_dataset.jump_next_unvalidated), inputs=None, outputs=[inp_box, status, prog])
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+
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# return demo
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+
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def create_demo() -> gr.Blocks:
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data = load_initial_data()
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validated_store = load_all_validations()
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# mark any pre-validated examples
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| 282 |
for idx in validated_store:
|
| 283 |
if 0 <= idx < len(data):
|
| 284 |
data[idx]["validated"] = True
|
| 285 |
+
|
| 286 |
+
dynamic_dataset = DynamicDataset(data)
|
| 287 |
+
|
| 288 |
+
def make_info(rec):
|
| 289 |
+
fn = rec.get("filename", "โ")
|
| 290 |
+
pg = rec.get("page", "โ")
|
| 291 |
+
# Markdown with line break for Gradio
|
| 292 |
+
return f"**File:** `{fn}` \n**Page:** `{pg}`"
|
| 293 |
+
|
| 294 |
+
def align_spans_to_tokens(
|
| 295 |
+
highlighted: List[Dict[str, Union[str, None]]],
|
| 296 |
+
tokens: List[str]
|
| 297 |
+
) -> List[Tuple[int, int, str]]:
|
| 298 |
+
"""
|
| 299 |
+
Align each highlighted chunk to the next matching tokens in the list,
|
| 300 |
+
advancing a pointer so repeated tokens map in the order you clicked them.
|
| 301 |
+
"""
|
| 302 |
+
spans = []
|
| 303 |
+
search_start = 0
|
| 304 |
+
|
| 305 |
+
for entry in highlighted:
|
| 306 |
+
text = entry["token"]
|
| 307 |
+
label = entry.get("class_or_confidence") or entry.get("label") or entry.get("class")
|
| 308 |
+
if not label:
|
| 309 |
+
continue
|
| 310 |
+
|
| 311 |
+
chunk_toks = tokenize_text(text)
|
| 312 |
+
# scan only from the end of the last match
|
| 313 |
+
for i in range(search_start, len(tokens) - len(chunk_toks) + 1):
|
| 314 |
+
if tokens[i:i + len(chunk_toks)] == chunk_toks:
|
| 315 |
+
spans.append((i, i + len(chunk_toks) - 1, label))
|
| 316 |
+
search_start = i + len(chunk_toks)
|
| 317 |
+
break
|
| 318 |
+
else:
|
| 319 |
+
print(f"โ ๏ธ Couldnโt align chunk: {text!r}")
|
| 320 |
+
|
| 321 |
+
return spans
|
| 322 |
+
|
| 323 |
+
def load_example(idx):
|
| 324 |
+
rec = validated_store.get(idx, dynamic_dataset.example(idx))
|
| 325 |
+
segs = prepare_for_highlight(rec)
|
| 326 |
+
return segs, rec.get("validated", False), idx, make_info(rec)
|
| 327 |
+
|
| 328 |
+
def update_example(highlighted, idx: int):
|
| 329 |
+
rec = dynamic_dataset.data[idx]
|
| 330 |
+
# reโtokenize
|
| 331 |
+
orig_tokens = tokenize_text(rec["text"])
|
| 332 |
+
# realign highlights
|
| 333 |
+
new_ner = align_spans_to_tokens(highlighted, orig_tokens)
|
| 334 |
+
# overwrite & mark un-validated
|
| 335 |
+
rec["tokenized_text"] = orig_tokens
|
| 336 |
+
rec["ner"] = new_ner
|
| 337 |
+
rec["validated"] = False
|
| 338 |
+
return prepare_for_highlight(rec), rec["validated"], idx, make_info(rec)
|
| 339 |
+
|
| 340 |
+
def do_validate(highlighted, idx: int):
|
| 341 |
+
# in-memory mark
|
| 342 |
+
dynamic_dataset.validate()
|
| 343 |
+
rec = dynamic_dataset.data[idx]
|
| 344 |
+
orig_tokens = tokenize_text(rec["text"])
|
| 345 |
+
new_ner = align_spans_to_tokens(highlighted, orig_tokens)
|
| 346 |
+
rec["tokenized_text"] = orig_tokens
|
| 347 |
+
rec["ner"] = new_ner
|
| 348 |
+
# persist to disk/store
|
| 349 |
+
save_single_validation(idx, rec)
|
| 350 |
+
return prepare_for_highlight(rec), True, make_info(rec)
|
| 351 |
+
|
| 352 |
+
def nav(fn):
|
| 353 |
+
rec = fn()
|
| 354 |
+
segs = prepare_for_highlight(rec)
|
| 355 |
+
return segs, rec.get("validated", False), dynamic_dataset.current, make_info(rec)
|
| 356 |
+
|
| 357 |
with gr.Blocks() as demo:
|
| 358 |
+
prog = gr.Slider(0, dynamic_dataset.len-1, value=0, step=1, label="Example #", interactive=False)
|
| 359 |
+
inp_box = gr.HighlightedText(label="Sentence", interactive=True)
|
| 360 |
+
info_md = gr.Markdown(label="Source", interactive=False) # โ shows filename & page
|
| 361 |
+
status = gr.Checkbox(label="Validated?", value=False, interactive=False)
|
| 362 |
+
|
| 363 |
gr.Markdown(
|
| 364 |
"[๐ Entity Tag Guide](https://huggingface.co/spaces/rafmacalaba/datause-annotation/blob/main/guidelines.md)"
|
| 365 |
)
|
| 366 |
+
|
| 367 |
with gr.Row():
|
| 368 |
+
prev_btn = gr.Button("โ๏ธ Previous")
|
| 369 |
+
apply_btn = gr.Button("๐ Apply Changes")
|
| 370 |
+
next_btn = gr.Button("Next โถ๏ธ")
|
| 371 |
+
|
| 372 |
with gr.Row():
|
| 373 |
+
skip_prev = gr.Button("โฎ๏ธ Prev Unvalidated")
|
| 374 |
validate_btn = gr.Button("โ
Validate")
|
| 375 |
+
skip_next = gr.Button("โญ๏ธ Next Unvalidated")
|
| 376 |
+
|
| 377 |
+
# initial load
|
| 378 |
+
demo.load(load_example, inputs=prog, outputs=[inp_box, status, prog, info_md])
|
| 379 |
+
|
| 380 |
+
# wire up actions (all now also update info_md)
|
| 381 |
+
apply_btn.click(update_example, inputs=[inp_box, prog], outputs=[inp_box, status, prog, info_md])
|
| 382 |
+
prev_btn.click(lambda: nav(dynamic_dataset.prev), inputs=None, outputs=[inp_box, status, prog, info_md])
|
| 383 |
+
next_btn.click(lambda: nav(dynamic_dataset.next), inputs=None, outputs=[inp_box, status, prog, info_md])
|
| 384 |
+
skip_prev.click(lambda: nav(dynamic_dataset.jump_prev_unvalidated), inputs=None, outputs=[inp_box, status, prog, info_md])
|
| 385 |
+
skip_next.click(lambda: nav(dynamic_dataset.jump_next_unvalidated), inputs=None, outputs=[inp_box, status, prog, info_md])
|
| 386 |
+
validate_btn.click(do_validate, inputs=[inp_box, prog], outputs=[inp_box, status, info_md])
|
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|
| 387 |
|
| 388 |
return demo
|
| 389 |
|