555 lines
24 KiB
Python
555 lines
24 KiB
Python
"""Source-bound academic roles, meeting records and explicit completion events.
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Neither authorship nor an academic heading proves supervision or graduation.
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This path needs no generative model: every delivered statement cites literal
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evidence from the same profile and work. Unknown is never treated as ongoing.
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"""
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from __future__ import annotations
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from collections import defaultdict
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from datetime import date
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import re
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from tools.answers.context_policy import normalized
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from tools.knowledge.sources import advisor_name
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from tools.retrieval.person_names import resolve_person_names
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from tools.retrieval.work_selector import parse_work_selector
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def academic_intent(question):
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text = normalized(question)
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completion = re.search(
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r"\b(?:ukonc\w*|skoncil\w*|dokonc\w*|obhaj\w*|neobhaj\w*|absolvov\w*|"
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r"prerusil\w*|studuje|studium|stale prebieha)\b",
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text,
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)
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subtask = re.search(r"\b(?:uloh\w*|experiment\w*|implement\w*|trenovan\w*)\b", text)
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academic_object = re.search(r"\b(?:obhaj\w*|studium|studia|studuje|ukoncenie prace)\b", text)
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if completion and (not subtask or academic_object):
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return "completion"
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if re.search(r"\b(?:stretnut\w*|konzultaci\w*)\b", text) and re.search(
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r"\b(?:naposledy|posledn\w*|najnov\w*|kedy|o com)\b", text
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):
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return "meeting"
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if re.search(r"\bkto\b.*\b(?:vedie|viedol|viedla)\b", text):
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return "advisors"
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if re.search(r"\b(?:veduc\w*|skolitel\w*|konzultant\w*)\b", text):
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return "advisors"
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return None
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def completion_event(unit):
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"""Recognize narrow, explicit outcomes, never completed subtasks or plans."""
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text = normalized(unit["text"])
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if (
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unit.get("phase") in {"assignment", "planned"}
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or unit.get("completion_basis") == "checked_task"
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):
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return None
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if re.search(
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r"\b(?:planuj\w*|plan |ciel\w*|mal by|ma byt|bude|budu|treba|chce|chcel|"
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r"nepotvrd\w*|nie je potvrden\w*|nie je dolozen\w*|zatial neukoncil\w*)\b",
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text,
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):
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return None
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# Avoid interpreting a nested quote about somebody else as this student's outcome.
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if re.search(r"\b(?:iny student|inych studentov|kolega|kolegy\w*)\b", text):
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return None
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study = bool(re.search(r"\b(?:studium|studia|studuje|absolvov\w*)\b", text))
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work = bool(re.search(r"\b(?:prac\w*|projekt\w*|obhaj\w*|neobhaj\w*)\b", text))
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if study and work:
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return None # Two different event scopes in one sentence need separate evidence.
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status = None
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if re.search(r"\b(?:ukoncil\w*|skoncil\w*) predcasne\b|\bprerusil\w* studium\b", text):
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status = "interrupted" if "prerusil" in text else "premature"
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elif re.search(r"\bneobhajil\w*\b|\bneuspesne (?:ukoncil\w*|obhajil\w*)\b", text):
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status = "unsuccessful"
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elif re.search(
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r"\b(?:uspesne (?:ukoncil\w*|obhajil\w*|absolvoval\w*)|obhajil\w*|absolvoval\w*)\b", text
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):
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if not re.search(r"\b(?:neobhajil\w*|nie|neuspesne)\b", text):
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status = "successful"
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elif re.search(r"\b(?:dokonc(?:il|ila|ene|ena)\w*|ukoncil\w*|odovzdal\w*)\b", text) and (
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study or work
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):
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status = "submitted" if "odovzdal" in text else "completed_unspecified"
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elif study and re.search(r"\b(?:stale studuje|studium pokracuje|studium prebieha)\b", text):
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status = "ongoing"
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elif work and re.search(r"\b(?:praca|projekt) (?:stale )?(?:prebieha|pokracuje)\b", text):
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status = "ongoing"
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if not status or not (study or work or status in {"premature", "interrupted"}):
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return None
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# A model, database, experiment or text being finished isn't a defended thesis.
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if re.search(
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r"\b(?:text prace|pisanie prace|minimov\w*|pracu na|ukoncil\w* trenovan\w*|dokonc\w* implement\w*)\b",
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text,
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):
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return None
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scope = "studies" if study else "work" if work else "unspecified"
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if scope == "work":
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from tools.answers.rag_evidence import academic_scope
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mentioned = academic_scope(unit["text"])
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if mentioned and unit.get("work_type") and mentioned[0] != unit["work_type"]:
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return None
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# A dated note is NOT automatically the date the event happened.
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years = set(re.findall(r"\b(?:v roku|roku|dna|v)\s+([12]\d{3})\b", text))
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years.update(re.findall(r"\b\d{1,2}\.\s*\d{1,2}\.\s*([12]\d{3})\b", unit["text"]))
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event_year = int(next(iter(years))) if len(years) == 1 else None
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event_date = None
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dates = re.findall(r"\b(\d{1,2})\.\s*(\d{1,2})\.\s*([12]\d{3})\b", unit["text"])
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if len(dates) == 1:
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try:
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event_date = date(int(dates[0][2]), int(dates[0][1]), int(dates[0][0])).isoformat()
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except ValueError:
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return None
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return {"status": status, "scope": scope, "event_year": event_year, "event_date": event_date}
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def answer_academic(question, index, *, engine, limit=5, units=None, mode=None):
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mode = mode or academic_intent(question)
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rows = units if units is not None else index["units"]
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catalog = [
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{"name": name, "kind": "Person", "source_document": path}
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for name, path in sorted({(r["person"], r["source_path"]) for r in rows})
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]
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role_names = {
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normalized(name): name
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for r in rows
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for role in ("supervisor", "consultant")
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if (name := advisor_name(r, role))
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}
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known = {normalized(p["name"]) for p in catalog}
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catalog += [
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{"name": name, "kind": "Person"} for key, name in role_names.items() if key not in known
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]
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resolution = resolve_person_names(question, catalog)
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base = {
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"engine": engine,
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"index_version": index["index_version"],
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"knowledge_version": index["version"],
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"accepted_for_delivery": True,
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"claims": [],
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"complete": False,
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"truncated": False,
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"truncation_reasons": [],
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"name_resolution": resolution,
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}
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def respond(text, evidence=(), *, status="ok", reason=None, truncated=False):
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unique = list({r["id"]: r for r in evidence}.values())
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urls = list(dict.fromkeys(r["source_url"] for r in unique))
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text = "\n\n".join([*resolution.get("notices", []), text])
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if urls:
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text += "\n\nZdroje: " + ", ".join(urls)
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return {
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**base,
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"status": status,
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"reason": reason,
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"answer": text,
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"source_urls": urls,
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"truncated": truncated,
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"truncation_reasons": ["academic_result_limit"] if truncated else [],
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"evidence": unique,
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"answer_coverage": {
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"scope": "list" if mode == "advisors" else "overview",
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"status": (
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"not_found"
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if status == "no_answer"
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else (
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"unavailable"
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if status == "error"
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else "partial" if reason or truncated else "supported"
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)
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),
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"warnings": [],
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"limitations": [reason] if reason else [],
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},
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}
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if resolution["status"] != "ok":
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return respond(
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resolution["message"], status=resolution["status"], reason=resolution["reason"]
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)
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if index.get("academic_schema") != 1:
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return respond(
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"Index rolí, stretnutí a ukončení ešte nie je pripravený pre túto verziu dát. "
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"Je potrebná obnova obsahového indexu.",
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status="error",
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reason="content_index_unavailable",
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)
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resolved = resolution.get("resolved_query", question)
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text = normalized(resolved)
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selection = parse_work_selector(resolved)
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from tools.retrieval.question_constraints import unsupported_constraint, constraint_message
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unsupported = unsupported_constraint(resolved)
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if unsupported not in {None, "work_event_date", "year_range"}:
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return respond(
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constraint_message(unsupported), status="ambiguous", reason="unsupported_constraint"
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)
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if re.search(r"\b(?:tag\w*|klucov\w* slov\w*|autor dokumentu|semest\w*)\b", text):
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return respond(
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"Túto kombinovanú podmienku neviem spoľahlivo overiť. Uveď osobu, konkrétnu prácu "
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"a požadovanú rolu, stretnutie alebo ukončenie.",
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status="ambiguous",
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reason="unsupported_academic_join",
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)
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matches = resolution.get("matches", [])
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staff = {normalized(m["name"]) for m in matches if normalized(m["name"]) in role_names}
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students = [m for m in matches if m.get("source_document")]
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# A known mentor can also have a student profile: only treat it as mentor
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# when the question explicitly filters by leadership/consultation.
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role_filter = bool(
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staff
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and re.search(
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r"\b(?:pod vedenim|vedie|viedol|veden\w*|veduc\w*|skolitel\w*|konzultant\w*)\b", text
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)
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)
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if role_filter:
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students = [m for m in students if normalized(m["name"]) not in staff]
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global_question = bool(re.search(r"\b(?:kto|ktori|ktore)\b", text) and mode == "completion")
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if not students and not role_filter and not global_question:
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return respond(
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"Uveď celé meno študenta alebo meno vedúceho, podľa ktorého mám práce vybrať.",
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status="ambiguous",
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reason="missing_subject",
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)
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if len(staff) > 1 and role_filter:
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return respond(
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"Uveď jedného vedúceho alebo konzultanta pre tento výber prác.",
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status="ambiguous",
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reason="ambiguous_advisor_filter",
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)
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from tools.answers.rag_evidence import requested_types
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types = requested_types(resolved, [m["name"] for m in students])
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# Ordinary wording of the same work-type constraint must not silently
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# broaden "diplomovku" to every bachelor thesis and project on a profile.
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informal = {
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kind
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for pattern, kind in [
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(r"\bdiplomovk\w*\b", "diploma_thesis"),
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(r"\bbakalark\w*\b", "bachelor_thesis"),
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]
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if re.search(pattern, text)
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}
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if len(informal) > 1 or informal and types and not set(types.values()) <= informal:
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return respond(
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"Upresni, či sa pýtaš na bakalársku alebo diplomovú prácu.",
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status="ambiguous",
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reason="ambiguous_work_type",
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)
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if informal:
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types = {m["name"]: next(iter(informal)) for m in students}
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global_types = set(types.values())
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if not students:
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from tools.answers.rag_evidence import work_type
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kind = work_type(resolved)
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if kind:
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global_types = {kind}
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elif informal:
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global_types = informal
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# Completion-year filters apply to the EVENT, not the work heading.
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from tools.knowledge.query import _period
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try:
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period = _period(resolved)
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except ValueError:
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return respond(
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"Uveď platný rok alebo interval dátumov.", status="ambiguous", reason="invalid_period"
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)
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work_year_match = re.search(
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r"\b(?:diplomov\w*|bakalarsk\w*|timov\w*)\s+(?:prac\w*|projekt\w*)"
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r"(?:\s+\d{1,2})?\s+(?:z\s+roku\s+)?([12]\d{3})\b",
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text,
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)
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work_year = int(work_year_match[1]) if work_year_match else None
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if mode == "completion" and period and work_year:
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return respond(
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"Máš na mysli rok evidovaný pri práci, alebo rok jej skutočného ukončenia? "
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"Uveď výslovne požadovaný dátum ukončenia; tieto roky nemusia byť rovnaké.",
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status="ambiguous",
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reason="completion_year_scope",
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)
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selected_paths = {m["source_document"] for m in students}
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groups = defaultdict(list)
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for r in rows:
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if selected_paths and r["source_path"] not in selected_paths:
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continue
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if selection.specific and not selection.matches(r.get("work_label") or ""):
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continue
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kind = types.get(r["person"])
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if kind and r.get("work_type") != kind:
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continue
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if not students and global_types and r.get("work_type") not in global_types:
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continue
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if (
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mode == "advisors"
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and period
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and not (
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r.get("work_year") and int(period[0][:4]) <= r["work_year"] <= int(period[1][:4])
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)
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):
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continue
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if mode == "meeting" and work_year and r.get("work_year") != work_year:
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continue
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groups[(r["source_path"], r.get("work_label"))].append(r)
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requested_role = (
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"consultant"
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if re.search(r"\bkonzultant\w*\b", text) and not re.search(r"\bveduc\w*|\bveden\w*", text)
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else "supervisor"
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)
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if role_filter:
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groups = {
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key: part
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for key, part in groups.items()
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if key[1]
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and any(normalized(advisor_name(r, requested_role) or "") in staff for r in part)
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}
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evidence = []
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lines = []
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omitted = False
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status_labels = {
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"successful": "úspešné ukončenie / obhajoba",
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"unsuccessful": "neúspešné ukončenie / obhajoba",
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"premature": "predčasné ukončenie",
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"interrupted": "prerušenie štúdia",
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"completed_unspecified": "ukončenie bez doloženého výsledku obhajoby",
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"submitted": "odovzdanie; úspešná obhajoba nepotvrdená",
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"ongoing": "výslovne zaznamenané pokračovanie",
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}
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study_question = bool(re.search(r"\bstudium\b|\bstudia\b|\bstuduje\b", text))
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wants_success = bool(re.search(r"\buspesn\w*\b", text))
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wants_failure = bool(re.search(r"\bneuspesn\w*\b|\bneobhaj\w*\b", text))
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if wants_success and wants_failure:
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wants_success = wants_failure = False
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outcomes = defaultdict(list)
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conflicts = set()
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if mode == "completion":
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for key, part in groups.items():
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all_events = [(r, event) for r in part if (event := completion_event(r))]
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# Unresolved contradictory outcomes of the same work must not
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# produce an unqualified success list. A later dated re-defense
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# can be queried explicitly by date instead.
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statuses = {event["status"] for r, event in all_events if event["scope"] == "work"}
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if {"successful", "unsuccessful"} <= statuses and any(
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not event["event_date"] for r, event in all_events
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):
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conflicts.add(key)
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continue
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for r, event in all_events:
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if study_question and event["scope"] != "studies":
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continue
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if not study_question and key[1] and event["scope"] == "studies":
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continue
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if role_filter and event["scope"] != "work":
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continue
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if wants_success and event["status"] != "successful":
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continue
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if wants_failure and event["status"] != "unsuccessful":
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continue
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if period:
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if event["event_date"]:
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if not period[0] <= event["event_date"] <= period[1]:
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continue
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elif not (
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period[0].endswith("-01-01")
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and period[1].endswith("-12-31")
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and event["event_year"]
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and int(period[0][:4]) <= event["event_year"] <= int(period[1][:4])
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):
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continue
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outcomes[key].append((r, event))
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# Unscoped introductory metadata must not become a fictional extra work.
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keys = sorted(
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(
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key
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for key, part in groups.items()
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if key[1]
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or any(
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completion_event(r)
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or advisor_name(r, "supervisor")
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or advisor_name(r, "consultant")
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or r["kind"] == "meeting"
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for r in part
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)
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),
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key=lambda k: (groups[k][0]["person"], k[0], k[1] or ""),
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)
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if mode == "completion" and (role_filter or not students):
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keys = [k for k in keys if outcomes[k] or k in conflicts]
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if mode == "meeting":
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by_person = defaultdict(list)
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for key in keys:
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by_person[key[0]].extend(groups[key])
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for path, part in by_person.items():
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markers = [
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r
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for r in part
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if r["kind"] == "meeting"
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and (
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not period or work_year or r.get("date") and period[0] <= r["date"] <= period[1]
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)
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]
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dated = [r for r in markers if r.get("date")]
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if not markers:
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lines.append(
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f'**{part[0]["person"]}**: v tomto výbere nie je doložený záznam stretnutia.'
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)
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continue
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latest = max((r["date"] for r in dated), default=None)
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chosen = [r for r in markers if r.get("date") == latest] if latest else markers
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for marker in chosen[:limit]:
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lines.append(
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f'**{marker["person"]} — {marker.get("work_label") or "profil"}**\n'
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f"Posledný záznam s úplným dátumom: {latest}."
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if latest
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else f'**{marker["person"]}** — záznam: {marker["date_label"]}; rok nie je uvedený.'
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)
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evidence.append(marker)
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notes = [
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r
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for r in part
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if r.get("meeting_id") == marker["meeting_id"]
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and r["kind"]
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not in {"meeting", "work_record", "reference", "supervisor", "consultant"}
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]
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from tools.answers.content_selection import unit_score
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notes = [r for r in notes if not r["text"].rstrip().endswith(":")]
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notes.sort(
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key=lambda r: (
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-unit_score(
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r["text"],
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"progress" if r["phase"] in {"result", "progress"} else "task",
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|
),
|
|
r["phase"] != "result",
|
|
r["line"],
|
|
)
|
|
)
|
|
actual = [r for r in notes if r["phase"] in {"result", "progress"}]
|
|
planned = [r for r in notes if r["phase"] == "planned"]
|
|
selected = actual[:4] + planned[:4]
|
|
selected.extend(r for r in notes if r not in selected)
|
|
notes = selected
|
|
for note in notes[:8]:
|
|
phase = {
|
|
"result": "Zaznamenaný výsledok",
|
|
"progress": "Priebežný stav",
|
|
"planned": "Plán",
|
|
"assignment": "Zadanie",
|
|
}.get(note["phase"], "Záznam")
|
|
quote = re.sub(r"^\s*(?:[-*+]|\d+[.)])\s+", "", note["text"])
|
|
lines.append(f"- {phase}: {quote}")
|
|
evidence.append(note)
|
|
if not notes:
|
|
lines.append("Obsah tohto stretnutia nie je v profile uvedený.")
|
|
if len(notes) > 8:
|
|
omitted = True
|
|
if len(chosen) > limit:
|
|
omitted = True
|
|
partial = [r for r in part if r["kind"] == "meeting" and not r.get("date")]
|
|
if partial:
|
|
lines.append(
|
|
"Profil obsahuje aj záznamy bez úplného dátumu; nemožno spoľahlivo určiť, "
|
|
"či sú novšie. Rok nedopĺňam z roku práce."
|
|
)
|
|
evidence.extend(partial)
|
|
else:
|
|
for key in keys[:limit]:
|
|
part = groups[key]
|
|
person = part[0]["person"]
|
|
label = key[1] or "profil (bez priradenia ku konkrétnej práci)"
|
|
lines.append(f"**{person} — {label}**")
|
|
header = next((r for r in part if r["kind"] == "work_record"), None)
|
|
if header:
|
|
evidence.append(header)
|
|
title = next(
|
|
(r for r in part if r["kind"] == "topic" and not r["text"].rstrip().endswith(":")),
|
|
None,
|
|
)
|
|
if title:
|
|
lines.append("Názov / téma zo zdroja: " + title["text"])
|
|
evidence.append(title)
|
|
if mode == "advisors" or role_filter:
|
|
for role, name_label in [
|
|
("supervisor", "Vedúci práce"),
|
|
("consultant", "Konzultant"),
|
|
]:
|
|
roles = [r for r in part if advisor_name(r, role)]
|
|
names = list(dict.fromkeys(advisor_name(r, role) for r in roles))
|
|
lines.append(
|
|
name_label
|
|
+ ": "
|
|
+ (", ".join(names) if names else "v dostupných podkladoch nie je uvedený")
|
|
+ "."
|
|
)
|
|
evidence.extend(roles)
|
|
if mode == "advisors":
|
|
lines.append("Autor dokumentu nie je automaticky vedúci ani konzultant práce.")
|
|
if mode == "completion":
|
|
if key in conflicts:
|
|
lines.append(
|
|
"Zdroj obsahuje rozporné záznamy o výsledku tejto práce; bez doloženého poradia "
|
|
"obhajob nemožno potvrdiť úspešné ukončenie."
|
|
)
|
|
evidence.extend(r for r in part if completion_event(r))
|
|
continue
|
|
found = outcomes[key]
|
|
for r, event in found:
|
|
scope = {
|
|
"studies": "štúdium",
|
|
"work": "práca",
|
|
"unspecified": "rozsah ukončenia nie je výslovne uvedený",
|
|
}[event["scope"]]
|
|
lines.append(f'- {status_labels[event["status"]]} ({scope}): „{r["text"]}“')
|
|
lines.append(
|
|
"Rok udalosti: " + str(event["event_year"]) + "."
|
|
if event["event_year"]
|
|
else "Dátum ukončenia nie je doložený; rok práce ho nenahrádza."
|
|
)
|
|
evidence.append(r)
|
|
if not found:
|
|
lines.append(
|
|
"Úspešné ani neúspešné ukončenie tejto práce"
|
|
+ (" či celého štúdia" if study_question else "")
|
|
+ " nie je v dostupných podkladoch doložené. Nemožno z toho usúdiť, že stále prebieha."
|
|
)
|
|
notes = [r for r in part if completion_event(r)]
|
|
for note in notes:
|
|
lines.append(
|
|
"Doplňujúci záznam s odlišným alebo neurčeným rozsahom: „"
|
|
+ note["text"]
|
|
+ "“."
|
|
)
|
|
evidence.append(note)
|
|
omitted = len(keys) > limit
|
|
if not lines:
|
|
return respond(
|
|
"V dostupných profiloch nie je doložená práca, ktorá by súčasne spĺňala všetky podmienky "
|
|
"otázky. Vedúci, konkrétna práca, výsledok ukončenia a rok udalosti musia byť doložené "
|
|
"pri tom istom zázname. Rok práce, autor dokumentu ani odovzdanie textu nepotvrdzujú "
|
|
"úspešnú obhajobu. To neznamená, že takí študenti neexistujú.",
|
|
status="no_answer",
|
|
reason="academic_conditions_not_documented",
|
|
)
|
|
if omitted:
|
|
lines.append(
|
|
"Zobrazený je obmedzený výber. Zúž otázku na študenta, konkrétnu prácu alebo obdobie, prípadne zvýš limit."
|
|
)
|
|
unknown = mode == "completion" and not any(outcomes.values())
|
|
return respond(
|
|
"\n\n".join(lines),
|
|
evidence,
|
|
status="no_answer" if unknown else "ok",
|
|
reason=(
|
|
"conflicting_completion_evidence"
|
|
if conflicts
|
|
else "completion_not_documented" if unknown else None
|
|
),
|
|
truncated=omitted,
|
|
)
|