native-whisperx-cli 0.1.1

use super::*;

#[test]
fn speed_comparison_reports_native_faster_and_speedup_ratio() {
    let comparison = bench_speed_comparison(10.0, Some(25.0));

    assert_eq!(comparison.native_faster_than_whisperx, Some(true));
    assert_eq!(comparison.native_speedup_ratio, Some(2.5));
}

#[test]
fn speed_comparison_reports_native_regression() {
    let comparison = bench_speed_comparison(25.0, Some(10.0));

    assert_eq!(comparison.native_faster_than_whisperx, Some(false));
    assert_eq!(comparison.native_speedup_ratio, Some(0.4));
}

#[test]
fn speed_comparison_is_absent_without_reference_run() {
    let comparison = bench_speed_comparison(10.0, None);

    assert_eq!(comparison.native_faster_than_whisperx, None);
    assert_eq!(comparison.native_speedup_ratio, None);
}

#[test]
fn speed_gate_requires_reference_speedup_and_required_diagnostics() {
    assert!(!bench_iteration_passes_speed_gate(&serde_json::json!({
        "nativeFasterThanWhisperx": false,
        "nativeSpeedupRatio": 2.0,
        "missingRequiredDiagnostics": []
    })));
    assert!(bench_iteration_passes_speed_gate(&serde_json::json!({
        "nativeFasterThanWhisperx": true,
        "nativeSpeedupRatio": 1.001,
        "missingRequiredDiagnostics": []
    })));
    assert!(!bench_iteration_passes_speed_gate(&serde_json::json!({
        "nativeFasterThanWhisperx": true,
        "nativeSpeedupRatio": 1.0009,
        "missingRequiredDiagnostics": []
    })));
    assert!(!bench_iteration_passes_speed_gate(&serde_json::json!({
        "nativeFasterThanWhisperx": true,
        "nativeSpeedupRatio": 1.01,
        "missingRequiredDiagnostics": ["alignmentCuda=true"]
    })));
    assert!(!bench_iteration_passes_speed_gate(&serde_json::json!({})));
}

#[test]
fn missing_required_diagnostics_reports_absent_items() {
    let missing = missing_required_diagnostics(
        &["cuda=true".to_string(), "alignmentCuda=true".to_string()],
        &["cuda=true".to_string()],
    );

    assert_eq!(missing, vec!["alignmentCuda=true"]);
}

#[test]
fn native_bench_config_uses_whisperx_batch_size_when_native_is_unspecified() {
    let fixture = ParityFixtureCase {
        name: "bench".to_string(),
        input: PathBuf::from("audio.wav"),
        native_asr: AsrConfig {
            max_batch_size: None,
            ..AsrConfig::default()
        },
        whisperx: ExternalWhisperxConfig {
            batch_size: Some(8),
            ..ExternalWhisperxConfig::default()
        },
        ..bench_fixture_defaults()
    };

    let config = native_bench_config(&fixture);

    assert_eq!(config.asr.max_batch_size, Some(8));
}

#[test]
fn native_bench_config_keeps_explicit_native_batch_size() {
    let fixture = ParityFixtureCase {
        name: "bench".to_string(),
        input: PathBuf::from("audio.wav"),
        native_asr: AsrConfig {
            max_batch_size: Some(6),
            ..AsrConfig::default()
        },
        whisperx: ExternalWhisperxConfig {
            batch_size: Some(8),
            ..ExternalWhisperxConfig::default()
        },
        ..bench_fixture_defaults()
    };

    let config = native_bench_config(&fixture);

    assert_eq!(config.asr.max_batch_size, Some(6));
}

#[test]
fn whisperx_bench_config_uses_native_fixture_device_target() {
    let fixture = ParityFixtureCase {
        name: "bench".to_string(),
        input: PathBuf::from("audio.wav"),
        native_asr: AsrConfig {
            device: DevicePreference::Cuda,
            device_index: Some("0".to_string()),
            ..AsrConfig::default()
        },
        ..bench_fixture_defaults()
    };

    let config = whisperx_bench_config(&fixture);

    assert_eq!(config.asr.device, DevicePreference::Cuda);
    assert_eq!(config.asr.device_index.as_deref(), Some("0"));
}

#[test]
fn whisperx_bench_config_uses_fixture_reference_batch_size() {
    let fixture = ParityFixtureCase {
        name: "bench".to_string(),
        input: PathBuf::from("audio.wav"),
        whisperx: ExternalWhisperxConfig {
            batch_size: Some(8),
            ..ExternalWhisperxConfig::default()
        },
        ..bench_fixture_defaults()
    };

    let config = whisperx_bench_config(&fixture);

    assert_eq!(config.asr.max_batch_size, Some(8));
}

#[test]
fn infers_ort_dylib_path_from_whisperx_environment_for_native_onnx_vad() {
    let temp = tempfile::tempdir().expect("tempdir");
    let whisperx = temp.path().join("bin").join("whisperx");
    fs::create_dir_all(whisperx.parent().expect("bin")).expect("bin dir");
    fs::write(&whisperx, "").expect("whisperx");
    let capi = temp
        .path()
        .join("lib")
        .join("python3.11")
        .join("site-packages")
        .join("onnxruntime")
        .join("capi");
    fs::create_dir_all(&capi).expect("capi dir");
    let dylib = capi.join("libonnxruntime.so.1.27.0");
    fs::write(&dylib, "").expect("dylib");
    let fixture = ParityFixtureCase {
        name: "bench".to_string(),
        input: PathBuf::from("audio.wav"),
        vad: VadConfig {
            method: VadMethod::Silero,
            ..VadConfig::default()
        },
        whisperx: ExternalWhisperxConfig {
            command: whisperx,
            ..ExternalWhisperxConfig::default()
        },
        ..bench_fixture_defaults()
    };

    assert_eq!(
        inferred_ort_dylib_path_with_env(&fixture, None),
        Some(dylib)
    );
}

#[test]
fn does_not_infer_ort_dylib_when_env_is_explicit() {
    let fixture = ParityFixtureCase {
        name: "bench".to_string(),
        input: PathBuf::from("audio.wav"),
        vad: VadConfig {
            method: VadMethod::Silero,
            ..VadConfig::default()
        },
        ..bench_fixture_defaults()
    };

    assert_eq!(
        inferred_ort_dylib_path_with_env(&fixture, Some(OsString::from("/explicit/lib.so"))),
        None
    );
}

#[test]
fn does_not_infer_ort_dylib_for_energy_vad() {
    let temp = tempfile::tempdir().expect("tempdir");
    let whisperx = temp.path().join("bin").join("whisperx");
    fs::create_dir_all(whisperx.parent().expect("bin")).expect("bin dir");
    fs::write(&whisperx, "").expect("whisperx");
    let fixture = ParityFixtureCase {
        name: "bench".to_string(),
        input: PathBuf::from("audio.wav"),
        vad: VadConfig {
            method: VadMethod::Energy,
            ..VadConfig::default()
        },
        whisperx: ExternalWhisperxConfig {
            command: whisperx,
            ..ExternalWhisperxConfig::default()
        },
        ..bench_fixture_defaults()
    };

    assert_eq!(inferred_ort_dylib_path_with_env(&fixture, None), None);
}

#[test]
fn bench_phase_json_exposes_native_total_seconds() {
    let phases = bench_phase_json(
        &[
            "phaseDecodeSeconds=0.100000".to_string(),
            "phaseVadSeconds=0.200000".to_string(),
            "phaseAsrSeconds=0.300000".to_string(),
            "phaseAlignmentSeconds=0.400000".to_string(),
            "phaseOutputSeconds=0.500000".to_string(),
            "phaseNativeTotalSeconds=1.500000".to_string(),
        ],
        1.6,
    );

    assert_eq!(phases["decodeSeconds"], serde_json::json!(0.1));
    assert_eq!(phases["vadSeconds"], serde_json::json!(0.2));
    assert_eq!(phases["asrSeconds"], serde_json::json!(0.3));
    assert_eq!(phases["alignmentSeconds"], serde_json::json!(0.4));
    assert_eq!(phases["outputSeconds"], serde_json::json!(0.5));
    assert_eq!(phases["nativeTotalSeconds"], serde_json::json!(1.5));
    assert_eq!(phases["totalElapsedSeconds"], serde_json::json!(1.6));
}

#[test]
fn asr_batch_diagnostics_preserves_current_fallback_execution_without_guessing_new_fields() {
    let diagnostics = bench_asr_batch_diagnostics_json(&[
        "chunkCount=20".to_string(),
        "batchCount=3".to_string(),
        "batchExecution=candle-whisper-autoregressive-kv-cache".to_string(),
    ]);

    assert_eq!(
        diagnostics["batchExecution"],
        serde_json::json!("candle-whisper-autoregressive-kv-cache")
    );
    assert_eq!(diagnostics["activeRowCompaction"], serde_json::Value::Null);
    assert_eq!(
        diagnostics["activeRowCompactionCount"],
        serde_json::Value::Null
    );
    assert_eq!(diagnostics["completedRowCount"], serde_json::Value::Null);
    assert_eq!(
        diagnostics["effectiveActiveBatchSize"],
        serde_json::Value::Null
    );
    assert_eq!(
        diagnostics["effectiveActiveBatchSizes"],
        serde_json::Value::Null
    );
    assert_eq!(
        diagnostics["effectiveMaxBatchSize"],
        serde_json::Value::Null
    );
    assert_eq!(diagnostics["cacheReuse"], serde_json::Value::Null);
    assert_eq!(
        diagnostics["timestampTokensRequested"],
        serde_json::Value::Null
    );
    assert_eq!(
        diagnostics["timestampTokensPresent"],
        serde_json::Value::Null
    );
    assert_eq!(
        diagnostics["timestampSegmentsRejected"],
        serde_json::Value::Null
    );
    assert_eq!(diagnostics["timingFallbacks"], serde_json::json!([]));
}

#[test]
fn asr_batch_diagnostics_exposes_true_batched_runtime_fields_when_reported() {
    let diagnostics = bench_asr_batch_diagnostics_json(&[
        "batchExecution=candle-whisper-active-row-tensor-batch".to_string(),
        "activeRowCompaction=true".to_string(),
        "activeRowCompactionCount=7".to_string(),
        "completedRowCount=20".to_string(),
        "effectiveActiveBatchSize=4".to_string(),
        "effectiveActiveBatchSizes=4,4,3,1".to_string(),
        "effectiveMaxBatchSize=4".to_string(),
        "cacheReuse=self-and-cross-attention".to_string(),
        "timestampTokensRequested=true".to_string(),
        "timestampTokensPresent=true".to_string(),
        "timestampSegmentsRejected=true".to_string(),
        "timingFallback=unstableTimestampSegments".to_string(),
        "timingFallback=missingTimestampMetadata".to_string(),
    ]);

    assert_eq!(
        diagnostics,
        serde_json::json!({
            "batchExecution": "candle-whisper-active-row-tensor-batch",
            "activeRowCompaction": true,
            "activeRowCompactionCount": 7,
            "completedRowCount": 20,
            "effectiveActiveBatchSize": 4,
            "effectiveActiveBatchSizes": [4, 4, 3, 1],
            "effectiveMaxBatchSize": 4,
            "cacheReuse": "self-and-cross-attention",
            "timestampTokensRequested": true,
            "timestampTokensPresent": true,
            "timestampSegmentsRejected": true,
            "timingFallbacks": ["unstableTimestampSegments", "missingTimestampMetadata"],
        })
    );
}

#[test]
fn native_bench_runtime_json_contains_asr_batch_diagnostics_surface() {
    let runtime = bench_runtime_json(
        &[
            "batchExecution=candle-whisper-active-row-tensor-batch".to_string(),
            "completedRowCount=2".to_string(),
            "effectiveActiveBatchSizes=[2,1]".to_string(),
            "cacheReuse=self-and-cross-attention".to_string(),
        ],
        true,
    );

    assert_eq!(
        runtime["asrBatchDiagnostics"],
        serde_json::json!({
            "batchExecution": "candle-whisper-active-row-tensor-batch",
            "activeRowCompaction": null,
            "activeRowCompactionCount": null,
            "completedRowCount": 2,
            "effectiveActiveBatchSize": null,
            "effectiveActiveBatchSizes": [2, 1],
            "effectiveMaxBatchSize": null,
            "cacheReuse": "self-and-cross-attention",
            "timestampTokensRequested": null,
            "timestampTokensPresent": null,
            "timestampSegmentsRejected": null,
            "timingFallbacks": [],
        })
    );
}

#[test]
fn whisperx_bench_runtime_json_does_not_invent_native_asr_batch_diagnostics() {
    let runtime = bench_runtime_json(&["batchExecution=external-whisperx".to_string()], false);

    assert_eq!(runtime["asrBatchDiagnostics"], serde_json::Value::Null);
}

fn bench_fixture_defaults() -> ParityFixtureCase {
    ParityFixtureCase {
        name: String::new(),
        gating: false,
        input: PathBuf::new(),
        clip_seconds: None,
        timeout_seconds: None,
        expected_json: None,
        expected_target: native_whisperx::ExpectedTranscriptTarget::Native,
        comparison: ParityComparisonConfig::default(),
        expected_outputs: Vec::new(),
        native_asr: AsrConfig::default(),
        translation: TranslationConfig::default(),
        vad: VadConfig::default(),
        alignment: AlignmentConfig::default(),
        diarization: DiarizationConfig::default(),
        whisperx_diarization: None,
        whisperx: ExternalWhisperxConfig::default(),
        language: None,
        output: OutputConfig::default(),
        required_diagnostics: Vec::new(),
    }
}