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Running on Zero
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40b1357 | 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 | """Run evaluator-v2 attention and action policy over banking fixtures."""
from __future__ import annotations
import argparse
import json
from collections import Counter
from pathlib import Path
from typing import Any
from .decisions import (
DECISION_POLICY_ID,
DECISION_POLICY_VERSION,
build_call_decision,
)
from .run_findings_batch import (
REPO_ROOT,
batch_source_metadata,
iter_batch_artifacts,
)
from .validation import validate_decision_references
def build_batch_summary(
*,
profile_ref: str,
transcript_ref: str,
sentiment_ref: str,
assessment_dir: Path | None,
) -> dict[str, Any]:
calls = []
for artifacts in iter_batch_artifacts(
profile_ref=profile_ref,
transcript_ref=transcript_ref,
sentiment_ref=sentiment_ref,
assessment_dir=assessment_dir,
):
decision = build_call_decision(
artifacts.bundle,
artifacts.derivation,
)
validate_decision_references(
decision,
artifacts.bundle,
)
calls.append(
{
"call_id": artifacts.call_id,
"attention_required": (
decision.attention_required
),
"decision_status": decision.decision_status.value,
"triggered_finding_count": len(
decision.triggered_findings
),
"positive_finding_count": len(
decision.positive_findings
),
"uncertainty_count": len(
decision.uncertainties
),
"controlling_finding_ids": (
decision.decision_trace
.controlling_finding_ids
),
"recovery_effect": (
decision.decision_trace
.recovery_effect.value
),
"action_type": (
decision.recommended_action.action_type.value
),
"action_execution": (
decision.recommended_action.execution.value
),
"signal_bundle_sha256": (
decision.signal_bundle_sha256
),
"supplied_assessment_count": (
artifacts.supplied_assessment_count
),
}
)
action_types = Counter(
call["action_type"] for call in calls
)
action_execution = Counter(
call["action_execution"] for call in calls
)
decision_statuses = Counter(
call["decision_status"] for call in calls
)
return {
"schema_version": "1.0",
"decision_policy_id": DECISION_POLICY_ID,
"decision_policy_version": DECISION_POLICY_VERSION,
**batch_source_metadata(
profile_ref=profile_ref,
transcript_ref=transcript_ref,
sentiment_ref=sentiment_ref,
assessment_dir=assessment_dir,
),
"aggregate": {
"call_count": len(calls),
"attention_required_count": sum(
call["attention_required"] for call in calls
),
"decision_status_counts": dict(
sorted(decision_statuses.items())
),
"triggered_finding_count": sum(
call["triggered_finding_count"]
for call in calls
),
"positive_finding_count": sum(
call["positive_finding_count"]
for call in calls
),
"uncertainty_count": sum(
call["uncertainty_count"] for call in calls
),
"action_type_counts": dict(
sorted(action_types.items())
),
"action_execution_counts": dict(
sorted(action_execution.items())
),
},
"calls": calls,
}
def main() -> int:
parser = argparse.ArgumentParser()
parser.add_argument("--profile-ref", default="HEAD")
parser.add_argument("--transcript-ref", default="HEAD")
parser.add_argument(
"--sentiment-ref",
default="origin/integration/full-pipeline-test",
)
parser.add_argument("--assessment-dir", type=Path)
parser.add_argument("--output", type=Path)
args = parser.parse_args()
assessment_dir = args.assessment_dir
if assessment_dir and not assessment_dir.is_absolute():
assessment_dir = REPO_ROOT / assessment_dir
summary = build_batch_summary(
profile_ref=args.profile_ref,
transcript_ref=args.transcript_ref,
sentiment_ref=args.sentiment_ref,
assessment_dir=assessment_dir,
)
rendered = json.dumps(summary, indent=2) + "\n"
if args.output:
output = (
args.output
if args.output.is_absolute()
else REPO_ROOT / args.output
)
output.parent.mkdir(parents=True, exist_ok=True)
output.write_text(rendered, encoding="utf-8")
else:
print(rendered, end="")
return 0
if __name__ == "__main__":
raise SystemExit(main())
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