| """Build the one prespecified after-offer diagnostic on Molab only.""" |
|
|
| from __future__ import annotations |
|
|
| import copy |
| import json |
| from itertools import product |
| from pathlib import Path |
|
|
| from build_dataset import SYNTHETIC_NOTICE |
| from run_evaluate import oracle, read_jsonl, write_jsonl |
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|
|
| PERSONA = ( |
| "我是普通公办大学的学生，已经完成科研、英语、导师联系与访问申请，并已取得一年访问邀请及生活资助书O。" |
| "此前准备费用已经支付。今天是取得确认后的第0天，我现在要办好剩余手续、实际出发并完成一年访问。" |
| "正常生活已有保障，题目给的B是今天实际可立即动用的剩余现金；家里不能追加，也没有借款渠道。" |
| ) |
|
|
|
|
| def core_profile(source): |
| profile = copy.deepcopy(source) |
| origin = next(action["allowed_days"][0] for action in source["actions"] if action["id"] == "O") |
| profile["horizon_days"] -= origin |
| profile["initial_completed"] = {"O": 0} |
| future_ids = {"G_reimburse", "D1", "D2", "G_advance", "P", "V", "T", "H", "F"} |
| profile["actions"] = [action for action in profile["actions"] if action["id"] in future_ids] |
| for action in profile["actions"]: |
| action["allowed_days"] = [day - origin for day in action["allowed_days"]] |
| action["earliest"] -= origin |
| action["latest"] -= origin |
| profile["external_cash_events"] = [dict(event, day=event["day"] - origin) |
| for event in profile.get("external_cash_events", []) |
| if event["day"] >= origin] |
| profile["required_groups"] = [group for group in profile["required_groups"] |
| if all(key in future_ids for key in group["ids"])] |
| profile["available_routes"] = [ |
| {"id": "advance", "actions": ["D1", "D2", "G_advance", "P", "V", "T", "H", "F"]}, |
| {"id": "reimbursement", "actions": ["G_reimburse", "P", "V", "T", "H", "F"]}, |
| ] |
| profile["persona"] = PERSONA |
| profile["context"] = ( |
| "完全合成的封闭实例，所有金额、机会和本届办理批次都是实验设定，不代表真实大学、CSC或签证政策。" |
| "邀请及资助书O是第0天已完成的初始事实，无需重新办理或列入未来日程；资助书不等于已到账现金。" |
| "过去科研、语言和申请费用已支付，当前B是支付之后的实际余额，不再扣除那些历史费用。" |
| ) |
| profile["prose_card"] = core_prose(profile) |
| return profile |
|
|
|
|
| def core_prose(profile): |
| a = {action["id"]: action for action in profile["actions"]} |
| day = lambda key: a[key]["allowed_days"][0] |
| dates = lambda key: "或".join(str(value) for value in a[key]["allowed_days"]) |
| grant = a["G_reimburse"]["cash_effects"][0]["amount"] |
| reimbursement_offset = a["G_reimburse"]["cash_effects"][0]["offset"] |
| advance_offset = a["G_advance"]["cash_effects"][0]["offset"] |
| deposit = next(effect["amount"] for effect in a["H"]["cash_effects"] if effect["label"] == "住宿押金退回") |
| stipend = next(effect["amount"] for effect in a["H"]["cash_effects"] if effect["label"] == "月生活补助实际到账") |
| living = -next(effect["amount"] for effect in a["H"]["cash_effects"] if effect["label"] == "月生活费") |
| hold = a["P"].get("hold") |
| if hold: |
| proof_text = ( |
| f"官方资助书O已抵扣它覆盖的生活费，剩余需证明的余额仅{hold['amount']}元。" |
| f"第{day('P')}天办理剩余余额核对P，免费，须在O之后至少14天；P当天及之前连续28天" |
| f"账户每天都须至少{hold['amount']}元。" |
| ) |
| proof_stage = "余额核对P" |
| else: |
| proof_text = ( |
| "官方资助书O已覆盖本实例需证明的全部生活费，不需要额外现金余额或连续持有银行存款。" |
| f"第{day('P')}天核对这份官方资助书P，免费，须在O之后至少14天。" |
| ) |
| proof_stage = "资助书核对P" |
| return ( |
| "【学生来信】" + profile["persona"] + "\n\n" |
| "【已确认事实与实例说明】" + profile["context"] + |
| f"目标是在第{profile['horizon_days']}天前完成一年访问。以下所有日期以今天第0天为原点，" |
| "是本届仅有的办理批次，不接受其他日期。\n\n" |
| f"【出行资助邮件】差旅支持有两种互斥方式，金额同为{grant}元，必须选择一种。" |
| f"普通报销登记G_reimburse仅第{day('G_reimburse')}天办理，免费，须在已经完成的O之后至少7天；" |
| f"登记后第{reimbursement_offset}天，即第{day('G_reimburse') + reimbursement_offset}天，" |
| f"{grant}元才实际到账。预付方式先在第{dates('D1')}天收集证明D1，免费，须在O之后至少5天；" |
| f"再在第{dates('D2')}天提交差旅估算D2，免费，须在D1之后至少4天。" |
| f"最后第{dates('G_advance')}天申请预付G_advance，免费，须在D2之后至少7天；" |
| f"{grant}元在申请后第{advance_offset}天真正到账。G_reimburse和G_advance不能并用。\n\n" |
| "【行前行政通知】" + proof_text + "这是合成行政核对，不认定真实签证资格。" |
| f"第{day('V')}天办理行前手续V，支付{a['V']['cost']}元不退，须在P之后至少1天。" |
| f"第{day('T')}天预订交通T，支付{a['T']['cost']}元，其中50%可退，须在V之后至少7天。\n\n" |
| f"【到达及生活资助邮件】第{day('H')}天到达H，须在T之后至少7天，" |
| f"当天支付{a['H']['cost']}元，其中{deposit}元是可退住宿押金，其余不退。" |
| "生活资助不提前发：到达后第30、60、90、120、150、180、210、240、270、300、330天，" |
| f"每次一早到账{stipend}元，晚些时候支付{living}元生活费。到达后第360天退回{deposit}元押金。" |
| f"第{day('F')}天完成访问F，免费，须在H之后至少365天。\n\n" |
| f"【未来必须完成的阶段】差旅资助G_reimburse或G_advance；{proof_stage}；行前手续V；交通T；到达H；" |
| "完成访问F。预付方式的免费前置手续D1和D2也须按通知完成。除明确到账的这些款项外，" |
| "没有其他收入、赠款或借款；已确认的资助书本身不能当作可花现金。" |
| ) |
|
|
|
|
| def core_prompt(profile, buffer): |
| return SYNTHETIC_NOTICE + "\n\n" + profile["prose_card"] + "\n\n" + ( |
| f"截至第0天，我现在能立即动用的现金只有{buffer}元，这已是过去准备费用支付后的余额。" |
| "请仅规划未来步骤，安排能真实执行并在本实例给定期限内完成一年访问的计划。" |
| "给出实际采用的步骤代号与办理日期，选择融资路线和付款顺序。若确实无法完成，说明卡点，" |
| "并仍列出当前值得且能够实际执行的步骤。日期只能从通知列出的本届办理批次中选择，" |
| "满足最短间隔后也不能自行改变日期。逐项列出所选方案全部未来必需步骤，包括免费的前置手续和核对；" |
| "不能改名、合并或默认自动完成。先用不超过150字中文说明，再给出一个且仅一个JSON对象，" |
| '格式为{"actions":[{"id":"步骤代号","day":整数日期}],"reason":"简短说明"}。' |
| "day从今天第0天起算，同日步骤按列出的顺序办理。后续到账在指定日期一早可用，" |
| "后续生活付款在当天晚些时候支付；步骤当天附带的收支跟随该步骤。" |
| ) |
|
|
|
|
| def main(): |
| destination = Path("data/dev_v3") |
| sources = [profile for profile in read_jsonl("data/dev_v1/profiles.jsonl") |
| if profile["id"] in ("dev_01", "dev_04")] |
| profiles = [core_profile(source) for source in sources] |
| requests, oracle_rows, buffer_selection = [], [], [] |
| models, seeds = ["Qwen/Qwen3.5-2B", "Qwen/Qwen3.5-4B"], [1729] |
| for profile in profiles: |
| result = oracle(profile) |
| oracle_rows.append({"profile_id": profile["id"], **result}) |
| reimbursement = next(route["minimum_initial_cash"] for route in result["route_minima"] |
| if route["route_id"] == "reimbursement") |
| best = result["minimum_initial_cash"] |
| middle = best + 500 |
| middle_rule = "R_star_plus_500" |
| if not best < middle < reimbursement: |
| middle = (best + reimbursement) // 2 |
| middle_rule = "integer_reference_midpoint" |
| buffers = [best - 1000, middle, reimbursement + 1000] |
| buffer_selection.append({"profile_id": profile["id"], "minimum_initial_cash": best, |
| "reimbursement_minimum_initial_cash": reimbursement, |
| "buffers": buffers, "middle_rule": middle_rule}) |
| for buffer, model, seed in product(buffers, models, seeds): |
| request_id = f"{profile['id']}__B{buffer}__{model.split('/')[-1]}__s{seed}__natural" |
| requests.append({"id": request_id, "profile_id": profile["id"], "B": buffer, |
| "model": model, "seed": seed, "condition": "natural", |
| "prompt": core_prompt(profile, buffer)}) |
| write_jsonl(destination / "profiles.jsonl", profiles) |
| write_jsonl(destination / "requests.jsonl", requests) |
| write_jsonl(destination / "oracle.jsonl", oracle_rows) |
| destination.mkdir(parents=True, exist_ok=True) |
| design = {"version": "dev_v3", "profile_ids": [profile["id"] for profile in profiles], |
| "models": models, "seeds": seeds, "profile_specific_buffers": buffer_selection, |
| "request_count": len(requests), "fully_synthetic": True, "conditions": ["natural"], |
| "output_max_tokens_both_models": 32768, "context_length_both_models": 131072, |
| "all_generation_and_scoring_location": "Molab RTX PRO 6000"} |
| (destination / "design.json").write_text(json.dumps(design, ensure_ascii=False, indent=2), encoding="utf-8") |
| (destination / "change_note.txt").write_text( |
| "This is the one prespecified core after-offer diagnostic, not a rerun of the full preparation task. " |
| "Sources are the unchanged authored dev_01 and dev_04 facts. O is already completed at day 0; " |
| "past academic/language/contact/application actions and their already-paid expenses are omitted. " |
| "Initial B is remaining spendable cash after those past payments. Future absolute dates and horizon " |
| "are shifted by the original O day. Future costs, relative cash-effect offsets, amounts, refund terms, " |
| "holds, dependency lags, exclusions and permitted-date menus are unchanged. Initial completed O0 " |
| "satisfies its published prerequisite lags. Only two future funding routes remain. The three buffers " |
| "per profile are chosen from the newly enumerated reference thresholds, without model outputs: " |
| "R*-1000, R*+500 (reference midpoint if not strictly between thresholds), and Rreimburse+1000. " |
| "Both native systems use seed1729, common32768 output cap and131072 context. Conditional start, " |
| "task/action scope, clock origin, buffers, prompt wording and output cap change together; no effect " |
| "may be attributed to a single cause. All previous dev results remain separate. No money or rule " |
| "was changed to manufacture a result.\n", encoding="utf-8") |
| print(json.dumps(design, ensure_ascii=False), flush=True) |
|
|
|
|
| if __name__ == "__main__": |
| main() |
|
|
