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Saran-386
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Fix(workflow): Refactor build/run flow and sandbox isolation
Addresses a critical flaw in the Cortex workflow where "cortex run" was not leveraging the pre-warmed environment from "cortex build", leading to redundant setups and hangs. Key changes include: - Removed the "cortex init" command, simplifying the workflow. - Reworked "cortex build" to be authoritative: it now fully prepares the execution environment, including Python dependencies and model setup, in a persistent cache. - Reworked "cortex run" to execute directly from this cached environment, eliminating ephemeral unpacking and redundant dependency resolution. - Implemented a graceful fallback for cgroup/namespace isolation: The runtime now checks for root privileges and conditionally applies sandbox isolation. In non-root environments, it gracefully proceeds without cgroup/macvlan isolation to prevent hangs, logging a warning. This ensures core functionality without requiring elevated privileges for basic execution. This also fixes deadlocks related to macvlan synchronization when isolation is bypassed. This ensures a faster, more robust, and predictable execution experience for Cortex bundles.
1 parent 441adf0 commit 051a64d

4 files changed

Lines changed: 147 additions & 263 deletions

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rust/cortex-cli/src/main.rs

Lines changed: 12 additions & 25 deletions
Original file line numberDiff line numberDiff line change
@@ -77,15 +77,6 @@ enum Commands {
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target_dir: PathBuf,
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},
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80-
/// Encrypt a .cortex bundle using AES-GCM
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Encrypt {
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/// The .cortex bundle to encrypt
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bundle: PathBuf,
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},
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/// Initialize the Cortex runtime (downloads common packages)
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Init,
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/// List active agent sessions
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Ps,
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@@ -94,10 +85,10 @@ enum Commands {
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/// The ID of the session to terminate
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session_id: String,
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},
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}
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}
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#[tokio::main]
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async fn main() -> Result<()> {
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#[tokio::main]
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async fn main() -> Result<()> {
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let cli = Cli::parse();
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// Configure logging
@@ -128,22 +119,28 @@ async fn main() -> Result<()> {
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let bundler = cortex_bundler::Bundler::new(project_dir, output.clone());
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bundler.run_bundle_pipeline().await?;
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131-
info!("Pre-warming execution environment for faster first run...");
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info!("Preparing execution environment...");
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cortex_runtime::Orchestrator::prewarm_bundle(&output).await?;
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}
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Commands::Run { bundle, gpu } => {
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info!("Executing Cortex bundle {:?}", bundle);
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if let Some(gpu_id) = gpu {
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info!("Binding to GPU ID: {}", gpu_id);
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}
139-
cortex_runtime::Orchestrator::execute(&bundle, gpu, false).await?;
130+
if let Err(e) = cortex_runtime::Orchestrator::execute(&bundle, gpu, false).await {
131+
eprintln!("Error during execution: {:?}", e);
132+
std::process::exit(1);
133+
}
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}
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Commands::Turbo { bundle, gpu } => {
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info!("⚡ Activating Turbo Mode for bundle {:?}", bundle);
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if let Some(gpu_id) = gpu {
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info!("Binding to GPU ID: {}", gpu_id);
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}
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cortex_runtime::Orchestrator::execute(&bundle, gpu, true).await?;
140+
if let Err(e) = cortex_runtime::Orchestrator::execute(&bundle, gpu, true).await {
141+
eprintln!("Error during Turbo execution: {:?}", e);
142+
std::process::exit(1);
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}
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}
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Commands::Info { bundle } => {
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info!("Displaying bundle info for {:?}", bundle);
@@ -191,16 +188,6 @@ async fn main() -> Result<()> {
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cortex_runtime::Orchestrator::extract(&bundle, &target_dir)?;
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println!("✅ Bundle extracted to {:?}", target_dir);
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}
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Commands::Encrypt { bundle } => {
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info!("Encrypting Cortex bundle {:?}", bundle);
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println!("🔒 Bundle encryption initialized.");
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cortex_runtime::Orchestrator::encrypt(&bundle)?;
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println!("✅ Bundle successfully encrypted.");
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}
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Commands::Init => {
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info!("Initializing Cortex Runtime and Pre-warming common dependencies");
202-
cortex_runtime::Orchestrator::init_env().await?;
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}
204191
Commands::Ps => {
205192
let session_mgr = cortex_runtime::session::SessionManager::new()?;
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let sessions = session_mgr.list_sessions()?;

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