roder-evals 0.1.1

Agentic software development tools and SDKs for Roder.
Documentation
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use std::path::{Path, PathBuf};
use std::sync::Arc;
use std::time::Instant;

use anyhow::Context;
use roder_api::catalog::PROVIDER_MOCK;
use roder_api::events::RoderEvent;
use roder_api::inference::{InstructionBundle, RuntimeProfile};
use roder_core::StartTurnRequest;
use serde::{Deserialize, Serialize};
use time::OffsetDateTime;
use tokio::time::Duration;

mod baseline;
mod fixture_metrics;
mod lazy_discovery;
mod reliability;
mod report;
mod runtime_harness;
#[cfg(test)]
mod tests;
mod workspace;

pub use baseline::{
    ReliabilityBaseline, ReliabilityBaselineComparison, ReliabilityBaselineExpectation,
    ReliabilityBaselineStatus, compare_eval_report_to_baseline, compare_reliability_baseline,
};
pub use reliability::ReliabilityReportSummary;
pub use report::{
    EvalFixtureResult, EvalReportDocument, EvalReportSummary, EvalSuiteReport, list_eval_reports,
    read_eval_report, write_eval_report_files,
};

use fixture_metrics::fixture_command_check_metrics;
use lazy_discovery::lazy_discovery_metrics;
use reliability::fixture_reliability_injection;
use report::{eval_metrics, trajectory_excerpt};
use runtime_harness::{
    TurnCollectionError, build_fake_runtime, collect_turn_events, deadline_seconds_from_timeout_ms,
};
use workspace::{
    create_workspace, failure_class_for_fixture, grade_expected_evidence, run_workspace_setup,
};

use crate::retrieval_router::grade_retrieval_router_fixture;
use crate::{EvalFailureClass, EvalFixture, EvalOutcome, EvalReport, EvalRun, EvalTrajectory};

const DEFAULT_TIMEOUT_MS: u64 = 30_000;

#[derive(Debug, Clone, Serialize, Deserialize, PartialEq, Eq)]
#[serde(rename_all = "camelCase")]
pub struct OfflineEvalRunnerOptions {
    pub offline: bool,
    pub output_dir: PathBuf,
    #[serde(default = "default_provider")]
    pub provider: String,
    #[serde(default = "default_model")]
    pub model: String,
    #[serde(default)]
    pub runtime_profile: RuntimeProfile,
    #[serde(default)]
    pub speed_policy: EvalSpeedPolicyMode,
    #[serde(default)]
    pub profiles: EvalProfileMode,
}

impl Default for OfflineEvalRunnerOptions {
    fn default() -> Self {
        Self {
            offline: true,
            output_dir: PathBuf::from("evals").join("reports"),
            provider: default_provider(),
            model: default_model(),
            runtime_profile: RuntimeProfile::Interactive,
            speed_policy: EvalSpeedPolicyMode::Off,
            profiles: EvalProfileMode::Off,
        }
    }
}

#[derive(Debug, Clone, Copy, Default, Serialize, Deserialize, PartialEq, Eq)]
#[serde(rename_all = "snake_case")]
pub enum EvalSpeedPolicyMode {
    #[default]
    Off,
    On,
    Both,
}

impl EvalSpeedPolicyMode {
    fn runs(self, runtime_profile: RuntimeProfile) -> Vec<EvalSpeedPolicyRun> {
        match self {
            Self::Off => vec![EvalSpeedPolicyRun {
                label: "speed_policy:off",
                runtime_profile,
                enabled: false,
            }],
            Self::On => vec![EvalSpeedPolicyRun {
                label: "speed_policy:on",
                runtime_profile: RuntimeProfile::Eval,
                enabled: true,
            }],
            Self::Both => vec![
                EvalSpeedPolicyRun {
                    label: "speed_policy:off",
                    runtime_profile: RuntimeProfile::Eval,
                    enabled: false,
                },
                EvalSpeedPolicyRun {
                    label: "speed_policy:on",
                    runtime_profile: RuntimeProfile::Eval,
                    enabled: true,
                },
            ],
        }
    }
}

impl std::str::FromStr for EvalSpeedPolicyMode {
    type Err = anyhow::Error;

    fn from_str(value: &str) -> Result<Self, Self::Err> {
        match value {
            "off" => Ok(Self::Off),
            "on" => Ok(Self::On),
            "both" => Ok(Self::Both),
            other => anyhow::bail!("invalid --speed-policy {other:?}; expected off, on, or both"),
        }
    }
}

#[derive(Debug, Clone, Copy)]
struct EvalSpeedPolicyRun {
    label: &'static str,
    runtime_profile: RuntimeProfile,
    enabled: bool,
}

#[derive(Debug, Clone, Copy, Default, Serialize, Deserialize, PartialEq, Eq)]
#[serde(rename_all = "snake_case")]
pub enum EvalProfileMode {
    #[default]
    Off,
    All,
}

impl EvalProfileMode {
    fn runs(self, default_model: &str) -> Vec<EvalProfileRun> {
        match self {
            Self::Off => vec![EvalProfileRun {
                label: None,
                model: default_model.to_string(),
            }],
            Self::All => vec![
                EvalProfileRun {
                    label: Some("profile:gpt-5.5"),
                    model: "gpt-5.5".to_string(),
                },
                EvalProfileRun {
                    label: Some("profile:claude-haiku-4-5-20251001"),
                    model: "claude-haiku-4-5-20251001".to_string(),
                },
            ],
        }
    }
}

impl std::str::FromStr for EvalProfileMode {
    type Err = anyhow::Error;

    fn from_str(value: &str) -> Result<Self, Self::Err> {
        match value {
            "off" => Ok(Self::Off),
            "all" => Ok(Self::All),
            other => anyhow::bail!("invalid --profiles {other:?}; expected off or all"),
        }
    }
}

#[derive(Debug, Clone)]
struct EvalProfileRun {
    label: Option<&'static str>,
    model: String,
}

pub fn load_eval_fixtures(dir: &Path) -> anyhow::Result<Vec<EvalFixture>> {
    let mut fixtures = Vec::new();
    load_eval_fixtures_from_dir(dir, &mut fixtures)
        .with_context(|| format!("failed to load eval fixtures from {}", dir.display()))?;
    fixtures.sort_by(|left, right| left.id.cmp(&right.id));
    Ok(fixtures)
}

pub async fn run_offline_eval_suite(
    fixture_dir: &Path,
    options: OfflineEvalRunnerOptions,
) -> anyhow::Result<EvalSuiteReport> {
    if !options.offline {
        anyhow::bail!("offline eval runner requires --offline");
    }
    let fixtures = load_eval_fixtures(fixture_dir)?;
    if fixtures.is_empty() {
        anyhow::bail!(
            "no canonical eval fixtures found in {}",
            fixture_dir.display()
        );
    }
    let generated_at = OffsetDateTime::now_utc();
    let run_id = format!("eval-{}", uuid::Uuid::new_v4());
    let suite_id = fixture_dir
        .file_name()
        .and_then(|name| name.to_str())
        .filter(|name| !name.is_empty())
        .unwrap_or("fixtures")
        .to_string();
    let speed_runs = options.speed_policy.runs(options.runtime_profile);
    let profile_runs = options.profiles.runs(&options.model);
    let mut results = Vec::with_capacity(fixtures.len() * speed_runs.len() * profile_runs.len());
    for fixture in fixtures {
        for profile_run in &profile_runs {
            for speed_run in &speed_runs {
                results.push(
                    run_offline_fixture(
                        &suite_id,
                        &run_id,
                        &fixture,
                        &options.provider,
                        profile_run,
                        *speed_run,
                    )
                    .await?,
                );
            }
        }
    }
    let report = EvalSuiteReport {
        suite_id,
        fixture_dir: fixture_dir.to_path_buf(),
        output_dir: options.output_dir.clone(),
        offline: options.offline,
        generated_at,
        results,
    };
    write_eval_report_files(&report, &options.output_dir)?;
    Ok(report)
}

fn load_eval_fixtures_from_dir(dir: &Path, fixtures: &mut Vec<EvalFixture>) -> anyhow::Result<()> {
    for entry in std::fs::read_dir(dir)? {
        let path = entry?.path();
        if path.is_dir() {
            load_eval_fixtures_from_dir(&path, fixtures)?;
            continue;
        }
        if path.extension().and_then(|ext| ext.to_str()) != Some("json") {
            continue;
        }
        let text = std::fs::read_to_string(&path)?;
        let value: serde_json::Value = serde_json::from_str(&text)?;
        if !value
            .get("expected")
            .is_some_and(serde_json::Value::is_object)
        {
            continue;
        }
        if let Ok(fixture) = serde_json::from_value::<EvalFixture>(value) {
            fixtures.push(fixture);
        }
    }
    Ok(())
}

async fn run_offline_fixture(
    suite_id: &str,
    run_id: &str,
    fixture: &EvalFixture,
    provider: &str,
    profile_run: &EvalProfileRun,
    speed_run: EvalSpeedPolicyRun,
) -> anyhow::Result<EvalFixtureResult> {
    let start = Instant::now();
    let workspace = create_workspace(fixture)?;
    let thread_id = format!("eval-{}", fixture.id);
    let mut events = Vec::new();
    let mut final_answer = String::new();
    let mut failure_message = None;
    let mut outcome = EvalOutcome::Pass;
    let mut failure_class = None;
    if let Err(err) = run_workspace_setup(fixture, &workspace.path) {
        outcome = EvalOutcome::HarnessError;
        failure_class = Some(EvalFailureClass::Environment);
        failure_message = Some(err.to_string());
    }
    let mut turn_id = "setup-failed".to_string();
    if outcome == EvalOutcome::Pass {
        let runtime = Arc::new(build_fake_runtime(
            fixture,
            &workspace.path,
            provider,
            &profile_run.model,
            speed_run.runtime_profile,
            speed_run.enabled,
            fixture.timeout_ms.map(deadline_seconds_from_timeout_ms),
        )?);
        let mut rx = runtime.subscribe_events();
        turn_id = runtime
            .start_turn(StartTurnRequest {
                thread_id: thread_id.clone(),
                message: fixture.prompt.clone(),
                images: Vec::new(),
                provider_override: Some(provider.to_string()),
                model_override: Some(profile_run.model.clone()),
                reasoning_override: None,
                workspace: workspace.path.display().to_string(),
                instructions: InstructionBundle::default(),
                developer_context: None,
                task_ledger_required: fixture.expected.task_ledger_required,
            })
            .await?;
        let timeout_ms = fixture.timeout_ms.unwrap_or(DEFAULT_TIMEOUT_MS);
        match collect_turn_events(
            &mut rx,
            &thread_id,
            &turn_id,
            Duration::from_millis(timeout_ms),
            &mut final_answer,
        )
        .await
        {
            Ok(collected) => events = collected,
            Err(TurnCollectionError::Timeout { collected }) => {
                events = collected;
                outcome = EvalOutcome::Timeout;
                failure_class = Some(EvalFailureClass::Runtime);
                failure_message = Some(format!("fixture timed out after {timeout_ms}ms"));
            }
            Err(TurnCollectionError::Failed { error, collected }) => {
                events = collected;
                outcome = EvalOutcome::Fail;
                failure_class = Some(if error.contains("verification gaps remain") {
                    EvalFailureClass::Verifier
                } else {
                    EvalFailureClass::Runtime
                });
                failure_message = Some(error);
            }
        }
    }
    if let Some(injection) = fixture_reliability_injection(fixture, &thread_id, &turn_id) {
        events.extend(injection.events);
        if let Some(next) = injection.outcome {
            outcome = next;
        }
        if let Some(next) = injection.failure_class {
            failure_class = Some(next);
        }
        if let Some(next) = injection.failure_message {
            failure_message = Some(next);
        }
    }
    if outcome == EvalOutcome::Pass
        && let Err(err) = grade_expected_evidence(fixture, &workspace.path, &final_answer)
    {
        outcome = EvalOutcome::Fail;
        failure_class = Some(failure_class_for_fixture(fixture));
        failure_message = Some(err.to_string());
    }
    if outcome == EvalOutcome::Pass
        && let Err(err) = grade_task_ledger_requirement(fixture, &events)
    {
        outcome = EvalOutcome::Fail;
        failure_class = Some(EvalFailureClass::Verifier);
        failure_message = Some(err.to_string());
    }
    let trajectory = EvalTrajectory::from_events(thread_id.clone(), turn_id.clone(), &events);
    let trace_excerpt = trajectory_excerpt(&trajectory);
    let mut metrics = eval_metrics(&events, start.elapsed().as_millis(), &outcome);
    metrics.extend(fixture_command_check_metrics(fixture, &outcome));
    metrics.extend(lazy_discovery_metrics(fixture, &events, &outcome));
    metrics.extend(grade_retrieval_router_fixture(fixture, &events, &outcome));
    let report = EvalReport {
        run: EvalRun {
            suite_id: suite_id.to_string(),
            run_id: run_id.to_string(),
            provider: provider.to_string(),
            model: profile_run.model.clone(),
            started_at: OffsetDateTime::now_utc(),
            tags: {
                let mut tags = fixture.tags.clone();
                tags.push(speed_run.label.to_string());
                if let Some(label) = profile_run.label {
                    tags.push(label.to_string());
                }
                tags
            },
        },
        outcome: outcome.clone(),
        failure_class: failure_class.clone(),
        trajectory,
        metrics,
    };
    Ok(EvalFixtureResult {
        fixture_id: fixture.id.clone(),
        title: fixture.title.clone(),
        workspace: workspace.path.clone(),
        final_answer,
        report,
        trace_excerpt,
        failure_message,
    })
}

fn grade_task_ledger_requirement(
    fixture: &EvalFixture,
    events: &[RoderEvent],
) -> anyhow::Result<()> {
    if !fixture.expected.task_ledger_required {
        return Ok(());
    }
    let Some(snapshot) = events.iter().rev().find_map(|event| match event {
        RoderEvent::TaskLedgerUpdated(updated) => Some(updated),
        _ => None,
    }) else {
        anyhow::bail!("task ledger was required but was not created");
    };
    if snapshot.tasks.is_empty() {
        anyhow::bail!("task ledger was required but contained no tasks");
    }
    let incomplete = snapshot
        .tasks
        .iter()
        .filter(|task| {
            !matches!(
                task.status,
                roder_api::task_ledger::TaskLedgerStatus::Completed
            )
        })
        .map(|task| task.id.as_str())
        .collect::<Vec<_>>();
    if !incomplete.is_empty() {
        anyhow::bail!("task ledger incomplete: {}", incomplete.join(", "));
    }
    Ok(())
}

fn default_provider() -> String {
    PROVIDER_MOCK.to_string()
}

fn default_model() -> String {
    "mock".to_string()
}