/// Wave 16M: Test log size reduction from 2.8MB → <1MB
///
/// Validates that 1-epoch training produces <100KB of INFO-level logs
/// (scaling to <1MB for 10 epochs).
///
/// **Test Strategy**:
/// 1. Run 1-epoch training with RUST_LOG=info
/// 2. Capture log output to file
/// 3. Verify file size <100KB (10x scaling → <1MB for 10 epochs)
/// 4. Verify essential metrics still visible (epoch summary, trading stats)

use std::fs::File;
use std::io::Write;
use std::process::Command;

#[test]
fn test_log_size_under_1mb() {
    // Create temp log file
    let log_file = "/tmp/test_log_size.log";

    // Run 1-epoch training with INFO-level logging
    let output = Command::new("cargo")
        .args(&[
            "run",
            "-p",
            "ml",
            "--example",
            "train_dqn",
            "--release",
            "--features",
            "cuda",
            "--",
            "--epochs",
            "1",
        ])
        .env("RUST_LOG", "info")
        .output()
        .expect("Failed to run training");

    // Write output to file
    let mut file = File::create(log_file).expect("Failed to create log file");
    file.write_all(&output.stdout).expect("Failed to write stdout");
    file.write_all(&output.stderr).expect("Failed to write stderr");

    // Check log size
    let metadata = std::fs::metadata(log_file).expect("Failed to read log file");
    let size_bytes = metadata.len();
    let size_kb = size_bytes as f64 / 1_024.0;
    let size_mb = size_bytes as f64 / 1_048_576.0;

    println!("Log size: {:.2} KB ({:.3} MB)", size_kb, size_mb);

    // 1 epoch should produce <100KB (10 epochs → <1MB)
    assert!(
        size_kb < 100.0,
        "1-epoch log should be <100KB, got {:.2}KB ({:.3}MB). 10-epoch projection: {:.2}MB",
        size_kb,
        size_mb,
        size_mb * 10.0
    );

    // Verify essential metrics are still present (INFO level)
    let log_content = std::fs::read_to_string(log_file).expect("Failed to read log file");

    // Essential metrics that MUST be visible at INFO level
    assert!(
        log_content.contains("Epoch 1/1"),
        "Missing epoch summary in INFO logs"
    );
    assert!(
        log_content.contains("train_loss=") || log_content.contains("Training Stats"),
        "Missing training loss in INFO logs"
    );
    assert!(
        log_content.contains("Trading Stats") || log_content.contains("P&L"),
        "Missing trading stats in INFO logs"
    );
    assert!(
        log_content.contains("Action diversity") || log_content.contains("diversity="),
        "Missing action diversity in INFO logs"
    );

    println!("✅ Test passed: Log size {:.2}KB < 100KB target", size_kb);
    println!("✅ Projected 10-epoch log size: {:.2}MB < 1MB target", size_mb * 10.0);
}

#[test]
fn test_debug_logs_available() {
    // Create temp log file
    let log_file = "/tmp/test_log_debug.log";

    // Run 1-epoch training with DEBUG-level logging
    let output = Command::new("cargo")
        .args(&[
            "run",
            "-p",
            "ml",
            "--example",
            "train_dqn",
            "--release",
            "--features",
            "cuda",
            "--",
            "--epochs",
            "1",
        ])
        .env("RUST_LOG", "debug")
        .output()
        .expect("Failed to run training");

    // Write output to file
    let mut file = File::create(log_file).expect("Failed to create log file");
    file.write_all(&output.stdout).expect("Failed to write stdout");
    file.write_all(&output.stderr).expect("Failed to write stderr");

    // Verify DEBUG logs contain step-level details
    let log_content = std::fs::read_to_string(log_file).expect("Failed to read log file");

    // DEBUG-level details should be present
    assert!(
        log_content.contains("Q-values:") || log_content.contains("Diagnostics:"),
        "Missing step-level diagnostics in DEBUG logs"
    );

    println!("✅ DEBUG logs contain step-level details");
}