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62516b8 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 | from __future__ import annotations
import logging
from typing import Any
from src.agent.runtime_helpers.errors import LkpdValidationError
from src.agent.types import (
EssayInsertArgs,
GenerateType,
LkpdGeneratedPayload,
MaterialGeneratedPayload,
McqInsertArgs,
SummaryInsertArgs,
)
def build_mcp_insert_plan(
*,
job_id: str,
user_id: str,
document_id: str,
payload: MaterialGeneratedPayload,
requested_types: list[GenerateType],
) -> tuple[list[tuple[str, dict[str, Any]]], list[str]]:
plans: list[tuple[str, dict[str, Any]]] = []
warnings: list[str] = []
selected = set(requested_types)
if "mcq" in selected:
if payload.mcq_quiz is None:
warnings.append("mcp_insert_skipped:mcq_quiz_missing")
else:
mcq_args = McqInsertArgs(
job_id=job_id,
user_id=user_id,
document_id=document_id,
mcq_quiz=payload.mcq_quiz,
)
plans.append(
(
"insert_mcq",
mcq_args.model_dump(mode="json"),
)
)
if "essay" in selected:
if payload.essay_quiz is None:
warnings.append("mcp_insert_skipped:essay_quiz_missing")
else:
essay_args = EssayInsertArgs(
job_id=job_id,
user_id=user_id,
document_id=document_id,
essay_quiz=payload.essay_quiz,
)
plans.append(
(
"insert_essay",
essay_args.model_dump(mode="json"),
)
)
if "summary" in selected:
if payload.summary is None:
warnings.append("mcp_insert_skipped:summary_missing")
else:
summary_args = SummaryInsertArgs(
job_id=job_id,
user_id=user_id,
document_id=document_id,
summary=payload.summary,
)
plans.append(
(
"insert_summary",
summary_args.model_dump(mode="json"),
)
)
return plans, warnings
def enforce_generation_contract(
payload: MaterialGeneratedPayload,
*,
generate_types: list[GenerateType],
mcq_count: int,
essay_count: int,
summary_max_words: int,
warnings: list[str],
logger: logging.Logger,
) -> MaterialGeneratedPayload:
selected = set(generate_types)
if "mcq" in selected:
if payload.mcq_quiz is None:
logger.warning("model_output_validation_failed type=mcq reason=missing")
warnings.append("model_output_validation_failed:mcq_missing")
else:
mcq_questions = payload.mcq_quiz.questions
if len(mcq_questions) < mcq_count:
logger.warning(
"model_output_validation_failed type=mcq reason=too_few got=%s expected=%s",
len(mcq_questions),
mcq_count,
)
warnings.append(
f"model_output_validation_failed:mcq_count_lt_requested:{len(mcq_questions)}<{mcq_count}"
)
if len(mcq_questions) > mcq_count:
warnings.append(
f"MCQ questions trimmed from {len(mcq_questions)} to {mcq_count}."
)
mcq_questions = mcq_questions[:mcq_count]
payload.mcq_quiz.questions = mcq_questions
elif payload.mcq_quiz is not None:
warnings.append("Model returned mcq_quiz even though it was not requested.")
payload.mcq_quiz = None
if "essay" in selected:
if payload.essay_quiz is None:
logger.warning("model_output_validation_failed type=essay reason=missing")
warnings.append("model_output_validation_failed:essay_missing")
else:
essay_questions = payload.essay_quiz.questions
if len(essay_questions) < essay_count:
logger.warning(
"model_output_validation_failed type=essay reason=too_few got=%s expected=%s",
len(essay_questions),
essay_count,
)
warnings.append(
f"model_output_validation_failed:essay_count_lt_requested:{len(essay_questions)}<{essay_count}"
)
if len(essay_questions) > essay_count:
warnings.append(
f"Essay questions trimmed from {len(essay_questions)} to {essay_count}."
)
essay_questions = essay_questions[:essay_count]
payload.essay_quiz.questions = essay_questions
elif payload.essay_quiz is not None:
warnings.append("Model returned essay_quiz even though it was not requested.")
payload.essay_quiz = None
if "summary" in selected:
if payload.summary is None:
logger.warning("model_output_validation_failed type=summary reason=missing")
warnings.append("model_output_validation_failed:summary_missing")
else:
overview_words = payload.summary.overview.split()
if len(overview_words) > summary_max_words:
warnings.append(
f"Summary overview trimmed from {len(overview_words)} to {summary_max_words} words."
)
payload.summary.overview = " ".join(
overview_words[:summary_max_words]
)
elif payload.summary is not None:
warnings.append("Model returned summary even though it was not requested.")
payload.summary = None
return payload
def enforce_lkpd_contract(
payload: LkpdGeneratedPayload,
*,
activity_count: int,
warnings: list[str],
) -> LkpdGeneratedPayload:
lkpd = payload.lkpd
if not lkpd.learning_objectives:
raise LkpdValidationError("LKPD must contain learning objectives.")
if not lkpd.instructions:
raise LkpdValidationError("LKPD must contain instructions.")
if not lkpd.assessment_rubric:
raise LkpdValidationError("LKPD must contain assessment rubric.")
activities = lkpd.activities
if len(activities) < activity_count:
raise LkpdValidationError(
f"Model generated too few LKPD activities ({len(activities)} < {activity_count})."
)
if len(activities) > activity_count:
warnings.append(
f"LKPD activities trimmed from {len(activities)} to {activity_count}."
)
activities = activities[:activity_count]
for idx, activity in enumerate(activities, start=1):
activity.activity_no = idx
lkpd.activities = activities
return payload
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