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131 changes: 1 addition & 130 deletions mcpjam-inspector/client/src/components/evals/ai-insights.ts
Original file line number Diff line number Diff line change
@@ -1,4 +1,4 @@
import type { EvalSuiteOverviewEntry, EvalSuiteRun, CommitGroup } from "./types";
import type { EvalSuiteRun, CommitGroup } from "./types";

// ---------------------------------------------------------------------------
// Failure Classification
Expand Down Expand Up @@ -110,132 +110,3 @@ export function classifyAllFailures(
});
}

// ---------------------------------------------------------------------------
// AI Triage Data Preparation
// ---------------------------------------------------------------------------

export interface TriageContext {
commitSha: string;
branch: string | null;
totalSuites: number;
totalCases: { total: number; passed: number; failed: number };
failures: Array<{
suiteName: string;
tags: FailureTag[];
failedCases: number;
totalCases: number;
passRate: number;
testNames: string[];
}>;
passedSuites: string[];
notRunSuites: string[];
}

/**
* Build context object for the LLM triage prompt.
*/
export function buildTriageContext(
commitGroup: CommitGroup,
classifiedFailures: ClassifiedFailure[],
passedRuns: EvalSuiteRun[],
notRunRuns: EvalSuiteRun[],
): TriageContext {
const totalCases = { total: 0, passed: 0, failed: 0 };
for (const run of commitGroup.runs) {
if (run.summary) {
totalCases.total += run.summary.total;
totalCases.passed += run.summary.passed;
totalCases.failed += run.summary.failed;
}
}

return {
commitSha: commitGroup.shortSha,
branch: commitGroup.branch,
totalSuites: commitGroup.runs.length,
totalCases,
failures: classifiedFailures.map((cf) => ({
suiteName: cf.suiteName,
tags: cf.tags,
failedCases: cf.run.summary?.failed ?? 0,
totalCases: cf.run.summary?.total ?? 0,
passRate: cf.run.summary
? Math.round(
(cf.run.summary.passed / Math.max(cf.run.summary.total, 1)) * 100,
)
: 0,
testNames:
cf.run.configSnapshot?.tests?.map((t) => t.title).filter(Boolean) ?? [],
})),
passedSuites: passedRuns.map(
(r) => commitGroup.suiteMap.get(r.suiteId) || "Unknown",
),
notRunSuites: notRunRuns.map(
(r) => commitGroup.suiteMap.get(r.suiteId) || "Unknown",
),
};
}

/**
* Build context for overview-level AI insights from all suites.
*/
export interface OverviewTriageContext {
totalSuites: number;
failingSuites: Array<{
name: string;
tags: FailureTag[];
passRate: string;
failedCases: number;
totalCases: number;
}>;
passingSuites: number;
neverRunSuites: number;
}

export function buildOverviewTriageContext(
suites: EvalSuiteOverviewEntry[],
allCommitGroups: CommitGroup[],
): OverviewTriageContext {
const failingSuites: OverviewTriageContext["failingSuites"] = [];
let passingSuites = 0;
let neverRunSuites = 0;

for (const entry of suites) {
if (!entry.latestRun) {
neverRunSuites++;
continue;
}
// Include suites that have any failed cases — even if the suite-level
// result is "passed" due to pass rate thresholds being met
const hasFailedCases = entry.totals.failed > 0;
const suiteResultFailed = entry.latestRun.result === "failed";

if (hasFailedCases || suiteResultFailed) {
const classified = classifyFailure(
entry.latestRun,
entry.suite.name,
allCommitGroups,
);
const total = entry.totals.passed + entry.totals.failed;
failingSuites.push({
name: entry.suite.name,
tags: classified.tags,
passRate:
total > 0
? `${Math.round((entry.totals.passed / total) * 100)}%`
: "--",
failedCases: entry.totals.failed,
totalCases: total,
});
} else {
passingSuites++;
}
}

return {
totalSuites: suites.length,
failingSuites,
passingSuites,
neverRunSuites,
};
}
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