...

atest.py

@@ -0,0 +1,47 @@
+#!/usr/bin/env python3
+import requests
+import sys
+import os
+
+# ---- Config ----
+LMSTUDIO_URL = "http://172.22.22.210:1234/v1"
+AUDIO_FILE = "/Users/despiegk/Downloads/harvard.wav"   # change to your input file
+
+# ---- Step 1: List available models ----
+models_resp = requests.get(f"{LMSTUDIO_URL}/models")
+models_resp.raise_for_status()
+models = [m["id"] for m in models_resp.json().get("data", [])]
+
+print("Available models:", models)
+
+# ---- Step 2: Find Whisper ----
+whisper_model = None
+for m in models:
+    if "whisper" in m.lower():
+        whisper_model = m
+        break
+
+if not whisper_model:
+    print("❌ No Whisper model found in LM Studio. Please download/start one.")
+    sys.exit(1)
+
+print(f"✅ Found Whisper model: {whisper_model}")
+
+# ---- Step 3: Transcribe ----
+if not os.path.exists(AUDIO_FILE):
+    print(f"❌ Audio file '{AUDIO_FILE}' not found.")
+    sys.exit(1)
+
+with open(AUDIO_FILE, "rb") as f:
+    files = {"file": f}
+    data = {"model": whisper_model}
+    headers = {"Authorization": "Bearer no-key"}  # LM Studio ignores key
+    resp = requests.post(f"{LMSTUDIO_URL}/audio/transcriptions", 
+                         headers=headers, 
+                         files=files, 
+                         data=data)
+    resp.raise_for_status()
+    result = resp.json()
+
+print("📝 Transcription result:")
+print(result.get("text", result))

examples/tmuxrunner_start.py

@@ -0,0 +1,17 @@
+#!/usr/bin/env python3
+import sys
+
+from herolib.infra.tmuxrunner.task_runner_enhanced import TaskOrchestrator
+
+def main():    
+    tasks_dir = sys.argv[1]
+    api_port = int(sys.argv[2]) if len(sys.argv) > 2 else 8000
+    orchestrator = TaskOrchestrator(tasks_dir, api_port)
+    orchestrator.run()
+
+
+if __name__ == "__main__":
+    if len(sys.argv) < 2:
+        print("Usage: python enhanced_runner.py <tasks_directory_path> [api_port]")
+        sys.exit(1)
+    main()

examples/tmuxrunnerexamples/functions/base.sh

@@ -0,0 +1,32 @@
+# Common error handling setup
+# set -euo pipefail
+
+SCRIPT="${BASH_SOURCE[-1]}"   # last sourced = the actual script file
+ERROR_FILE="$SCRIPT.error"
+DONE_FILE="$SCRIPT.done"
+
+# Reset markers
+rm -f "$ERROR_FILE" "$DONE_FILE"
+
+error_handler() {
+    local exit_code=$?
+    local line_no=$1
+    local cmd="$2"
+    {
+        echo "EXIT_CODE=$exit_code"
+        echo "LINE=$line_no"
+        echo "COMMAND=$cmd"
+    } > "$ERROR_FILE"
+
+    # If we are inside a sourced script, don't kill the shell
+    if [[ "${BASH_SOURCE[0]}" != "$0" ]]; then
+        return $exit_code
+    else
+        exit $exit_code
+    fi
+}
+trap 'error_handler ${LINENO} "$BASH_COMMAND"' ERR
+
+mark_done() {
+    touch "$DONE_FILE"
+}

examples/tmuxrunnerexamples/functions/hpy.sh

@@ -0,0 +1,12 @@
+hpy() {
+    if [ ! -f ".venv/bin/activate" ]; then
+        echo "Error: .venv not found in current directory" >&2
+        return 1
+    fi
+
+    # Activate venv in a subshell so it doesn’t pollute caller
+    (
+        source .venv/bin/activate
+        python "$@"
+    )
+}

examples/tmuxrunnerexamples/functions/tmuxlib.sh

@@ -0,0 +1,19 @@
+get_session() {
+    local sessions
+    sessions=$(tmux ls 2>/dev/null | cut -d: -f1)
+
+    local count
+    count=$(echo "$sessions" | wc -l)
+
+    if [ "$count" -eq 0 ]; then
+        echo "Error: no tmux sessions found." >&2
+        return 1
+    elif [ "$count" -gt 1 ]; then
+        echo "Error: more than one tmux session found:" >&2
+        echo "$sessions" >&2
+        return 1
+    fi
+
+    export SESSIONNAME="$sessions"
+    echo "$SESSIONNAME"
+}

examples/tmuxrunnerexamples/localenv.sh

@@ -0,0 +1,3 @@
+
+export SSH_SERVER=108.5.176.71
+export SSH_PORT=10200

examples/tmuxrunnerexamples/tasks/1/base_tools.sh

@@ -0,0 +1,10 @@
+#!/bin/bash
+
+set -euo pipefail
+source ../../functions/base.sh
+
+apt update
+apt upgrade -y 
+apt install -y tmux btop nvtop psutils htop
+
+mark_done

examples/tmuxrunnerexamples/tasks/1/tmux_config.sh

@@ -0,0 +1,57 @@
+#!/usr/bin/env bash
+set -euo pipefail
+source source ../../functions/base.sh
+
+
+# --- create ~/.tmux.conf ---
+TMUX_CONF="$HOME/.tmux.conf"
+
+cat > "$TMUX_CONF" <<'EOF'
+# ~/.tmux.conf
+
+# Enable mouse support (scroll, resize, select panes/windows)
+set -g mouse on
+
+# Use the mouse wheel to scroll in copy mode automatically
+bind -T root WheelUpPane if-shell -F -t = "#{mouse_any_flag}" \
+    "send-keys -M" "if -Ft= '#{pane_in_mode}' 'send-keys -M' 'copy-mode -e'"
+
+# Allow resizing panes by dragging borders
+setw -g aggressive-resize on
+
+# Easier navigation in copy mode
+setw -g mode-keys vi
+
+# Status bar improvements
+set -g status-bg black
+set -g status-fg green
+set -g status-left-length 40
+set -g status-left '#S '
+set -g status-right '#(whoami)@#H %Y-%m-%d %H:%M'
+
+# Pane borders more visible
+set -g pane-border-style fg=cyan
+set -g pane-active-border-style fg=yellow
+
+# Reload config quickly
+bind r source-file ~/.tmux.conf \; display-message "Reloaded tmux.conf"
+
+# Use system clipboard on macOS
+if-shell "command -v pbcopy >/dev/null 2>&1" \
+    "bind -T copy-mode-vi y send -X copy-pipe-and-cancel 'pbcopy'" \
+    "bind -T copy-mode-vi y send -X copy-pipe-and-cancel 'xclip -selection clipboard -in'"
+EOF
+
+
+
+echo "✅ Wrote $TMUX_CONF"
+
+# --- apply config if tmux is running ---
+if pgrep -x tmux >/dev/null 2>&1; then
+    echo "🔄 Reloading tmux config..."
+    tmux source-file "$TMUX_CONF"
+else
+    echo "ℹ️ tmux is not running yet. Config will apply on next start."
+fi
+
+mark_done

examples/tmuxrunnerexamples/tasks/2/install_ollama.sh

@@ -0,0 +1,42 @@
+#!/bin/bash
+
+set -euo pipefail
+source source ../../functions/base.sh
+
+mark_done
+
+exit 0
+
+URL="https://github.com/ollama/ollama/releases/download/v0.11.6/ollama-linux-amd64.tgz"
+TGZ="/tmp/ollama.tgz"
+INSTALL_PATH="/usr/bin/ollama"
+
+echo "[*] Checking for running ollama serve..."
+if pgrep -x "ollama" > /dev/null; then
+    echo "[*] Stopping running ollama process..."
+    pkill -9 ollama
+    sleep 2
+fi
+
+echo "[*] Downloading ollama..."
+curl -L "$URL" -o "$TGZ"
+
+echo "[*] Extracting..."
+tar -xzf "$TGZ" -C /tmp
+
+echo "[*] Installing to $INSTALL_PATH..."
+sudo mv /tmp/ollama "$INSTALL_PATH"
+sudo chmod +x "$INSTALL_PATH"
+
+pkill -9 ollama
+
+SESSION=$(tmux display-message -p '#S')
+
+echo "[*] Using tmux session: $SESSION"
+
+
+echo "[*] Started ollama pulls in tmux windows."
+
+ollama pull adhishtanaka/llama_3.2_1b-SQL
+
+mark_done

examples/tmuxrunnerexamples/tasks/2/install_vllm.sh

@@ -0,0 +1,14 @@
+#!/bin/bash
+
+set -euo pipefail
+source source ../../functions/base.sh
+
+
+
+# vllm serve openai/gpt-oss-20b
+# vllm serve openai/gpt-oss-20b --tensor-parallel-size 2
+ 
+# For 120B
+# vllm serve openai/gpt-oss-120b
+
+mark_done

examples/tmuxrunnerexamples/tasks/3/vllm.sh

@@ -0,0 +1,42 @@
+#!/bin/bash
+
+set -euo pipefail
+source source ../../functions/base.sh
+
+mark_done
+
+exit 0
+
+# uv pip install --pre torch --index-url https://download.pytorch.org/whl/nightly/cu121
+# uv pip install --pre torch --index-url https://download.pytorch.org/whl/nightly/cu128
+
+touch "$0.done"
+exit 0
+
+uv pip install --pre torch==2.9.0.dev20250804+cu128 \
+  --index-url https://download.pytorch.org/whl/nightly/cu128
+
+uv pip install tiktoken ipython numpy psutil
+
+# 4. Confirm it's correct
+python -c "import torch; print(torch.__version__, torch.version.cuda)"
+# 2.9.0.dev20250804+cu128 12.8
+
+cd /root
+source .venv/bin/activate
+uv pip install --upgrade pip setuptools wheel ninja
+export MAX_JOBS=8
+export TORCH_CUDA_ARCH_LIST="12.0"
+export NCCL_P2P_DISABLE=0
+export NCCL_DEBUG=INFO
+export CUDA_DEVICE_MAX_CONNECTIONS=1
+
+pip install flash-attn --no-build-isolation
+
+uv pip install --pre vllm==0.10.1+gptoss \
+    --extra-index-url https://wheels.vllm.ai/gpt-oss/ \
+    --extra-index-url https://download.pytorch.org/whl/nightly/cu128 \
+    --index-strategy unsafe-best-match
+
+
+mark_done

herolib.egg-info/PKG-INFO

@@ -6,6 +6,13 @@ Author-email: Kilo Code <kilo.code@example.com>
 Requires-Python: >=3.12
 Description-Content-Type: text/markdown
 Requires-Dist: peewee
+Requires-Dist: psutil>=5.9.0
+Requires-Dist: fastapi>=0.100.0
+Requires-Dist: uvicorn>=0.23.0
+Requires-Dist: toml>=0.10.2
+Requires-Dist: libtmux>=0.25.0
+Requires-Dist: lmstudio
+Requires-Dist: requests
 
 # herolib_python
 

herolib.egg-info/SOURCES.txt

@@ -64,6 +64,10 @@ herolib/downloader/scrape_scapegraph/scrape_md.py
 herolib/downloader/scrape_scapegraph/scrape_search.py
 herolib/downloader/scrape_scapegraph/scrape_with_local_llm.py
 herolib/downloader/scrape_scapegraph/scrape_with_local_llm_search.py
+herolib/infra/tmuxrunner/model.py
+herolib/infra/tmuxrunner/process_monitor.py
+herolib/infra/tmuxrunner/task_runner.py
+herolib/infra/tmuxrunner/task_runner_api.py
 herolib/tools/__init__.py
 herolib/tools/extensions.py
 herolib/tools/gitscanner.py

herolib.egg-info/requires.txt

@@ -1 +1,8 @@
 peewee
+psutil>=5.9.0
+fastapi>=0.100.0
+uvicorn>=0.23.0
+toml>=0.10.2
+libtmux>=0.25.0
+lmstudio
+requests

herolib/infra/tmuxrunner/model.py

@@ -0,0 +1,64 @@
+from typing import Dict, List, Optional
+from dataclasses import dataclass, field
+from datetime import datetime
+
+@dataclass
+class ProcessMetrics:
+    """Metrics for a running process and its children."""
+    cpu_percent: float = 0.0
+    memory_rss: int = 0  # Resident Set Size in bytes
+    memory_vms: int = 0  # Virtual Memory Size in bytes
+    memory_percent: float = 0.0
+    num_threads: int = 0
+    num_children: int = 0
+    children_cpu_percent: float = 0.0
+    children_memory_rss: int = 0
+    last_updated: str = ""
+
+@dataclass
+class TaskStatus:
+    """Status of an individual task (script)."""
+    script_path: str
+    script_name: str
+    state: str = "PENDING"  # PENDING, WAITING, RUNNING, DONE, ERROR, CRASHED, TIMED_OUT
+    start_time: Optional[str] = None
+    end_time: Optional[str] = None
+    duration_seconds: float = 0.0
+    exit_code: Optional[int] = None
+    error_message: Optional[str] = None
+    pane_id: Optional[str] = None
+    process_metrics: ProcessMetrics = field(default_factory=ProcessMetrics)
+
+@dataclass
+class DirectoryStatus:
+    """Status of a directory containing tasks."""
+    directory_num: int
+    directory_path: str
+    state: str = "PENDING"  # PENDING, RUNNING, DONE, ERROR, TIMED_OUT
+    timeout: int = 600
+    start_time: Optional[str] = None
+    end_time: Optional[str] = None
+    duration_seconds: float = 0.0
+    tasks: List[TaskStatus] = field(default_factory=list)
+    window_name: Optional[str] = None
+
+@dataclass
+class DAGStructure:
+    """Complete DAG structure for the task run."""
+    run_name: str
+    run_id: str
+    state: str = "INITIALIZING"  # INITIALIZING, RUNNING, COMPLETED, FAILED
+    start_time: str = ""
+    end_time: Optional[str] = None
+    duration_seconds: float = 0.0
+    total_directories: int = 0
+    completed_directories: int = 0
+    failed_directories: int = 0
+    directories: List[DirectoryStatus] = field(default_factory=list)
+    last_updated: str = ""
+
+class MetaData:
+    """Class to hold metadata for a task directory."""
+    def __init__(self, timeout: int = 600):  # Default timeout to 10 minutes (600 seconds)
+        self.timeout = timeout
+        # Add more attributes here in the future

herolib/infra/tmuxrunner/process_monitor.py

@@ -0,0 +1,89 @@
+import psutil
+from typing import List, Optional, Tuple
+from datetime import datetime
+from libtmux.pane import Pane
+from .model import ProcessMetrics
+
+class ProcessMonitor:
+    """Monitor processes running in tmux panes using psutil."""
+    
+    @staticmethod
+    def get_pane_process_tree(pane: Pane) -> Tuple[Optional[psutil.Process], List[psutil.Process]]:
+        """Get the main process and all child processes for a tmux pane."""
+        try:
+            pane_pid = pane.pane_pid
+            if pane_pid is None:
+                return None, []
+            
+            # Get the main process
+            try:
+                main_process = psutil.Process(int(pane_pid))
+            except (psutil.NoSuchProcess, ValueError):
+                return None, []
+            
+            # Get all children recursively
+            children = []
+            try:
+                children = main_process.children(recursive=True)
+            except psutil.NoSuchProcess:
+                pass
+            
+            return main_process, children
+        except Exception as e:
+            print(f"Error getting process tree: {e}")
+            return None, []
+    
+    @staticmethod
+    def get_process_metrics(pane: Pane) -> ProcessMetrics:
+        """Get CPU and memory metrics for all processes in a pane."""
+        metrics = ProcessMetrics()
+        metrics.last_updated = datetime.now().isoformat()
+        
+        main_proc, children = ProcessMonitor.get_pane_process_tree(pane)
+        
+        if main_proc is None:
+            return metrics
+        
+        try:
+            # Get main process metrics
+            if main_proc.is_running():
+                metrics.cpu_percent = main_proc.cpu_percent(interval=0.1)
+                mem_info = main_proc.memory_info()
+                metrics.memory_rss = mem_info.rss
+                metrics.memory_vms = mem_info.vms
+                metrics.memory_percent = main_proc.memory_percent()
+                metrics.num_threads = main_proc.num_threads()
+            
+            # Get children metrics
+            metrics.num_children = len(children)
+            for child in children:
+                try:
+                    if child.is_running():
+                        metrics.children_cpu_percent += child.cpu_percent(interval=0.1)
+                        child_mem = child.memory_info()
+                        metrics.children_memory_rss += child_mem.rss
+                except (psutil.NoSuchProcess, psutil.AccessDenied):
+                    pass
+                    
+        except (psutil.NoSuchProcess, psutil.AccessDenied) as e:
+            print(f"Error getting process metrics: {e}")
+            
+        return metrics
+    
+    @staticmethod
+    def is_process_running_command(pane: Pane, command_pattern: str) -> bool:
+        """Check if a specific command is running in the pane."""
+        main_proc, children = ProcessMonitor.get_pane_process_tree(pane)
+        
+        all_processes = [main_proc] + children if main_proc else children
+        
+        for proc in all_processes:
+            try:
+                if proc and proc.is_running():
+                    cmdline = " ".join(proc.cmdline())
+                    if command_pattern in cmdline:
+                        return True
+            except (psutil.NoSuchProcess, psutil.AccessDenied):
+                pass
+        
+        return False

herolib/infra/tmuxrunner/task_runner.py

@@ -0,0 +1,559 @@
+import os
+import time
+import re
+import toml
+import libtmux
+from libtmux.pane import Pane
+from libtmux.window import Window
+from libtmux.session import Session
+from typing import Dict, List, Optional, Tuple
+from dataclasses import asdict
+from datetime import datetime
+import uuid
+from pathlib import Path
+import threading
+
+from .model import DAGStructure, DirectoryStatus, TaskStatus, MetaData
+from .process_monitor import ProcessMonitor
+
+# Configuration
+WAITING_MESSAGE = "WAITING FOR JOBS"
+HPY_SH_PATH = "/root/heromonkey/functions/hpy.sh"  # Path to hpy.sh
+
+
+class TaskRunner:
+    def __init__(self, tasks_root_dir: str):
+        self.tasks_root_dir = tasks_root_dir
+        self.run_name = os.path.basename(os.path.abspath(tasks_root_dir))  # Derive run_name
+        self.session = self._get_current_tmux_session()
+        self.all_tasks_with_meta = self._get_sorted_tasks_with_meta(tasks_root_dir)
+        self.window_panes = {}  # {window_idx: [pane1, pane2, ...]}
+        self.run_id = str(uuid.uuid4())
+        self.dag = self._initialize_dag()
+        self.dag_file_path = Path(tasks_root_dir) / ".dag.toml"
+        self.process_monitor = ProcessMonitor()
+        self._save_dag()
+    
+    def _initialize_dag(self) -> DAGStructure:
+        """Initialize the DAG structure."""
+        dag = DAGStructure(
+            run_name=self.run_name,
+            run_id=self.run_id,
+            state="INITIALIZING",
+            start_time=datetime.now().isoformat(),
+            total_directories=len(self.all_tasks_with_meta)
+        )
+        
+        # Create directory entries
+        for dir_num, (scripts, metadata) in self.all_tasks_with_meta.items():
+            dir_status = DirectoryStatus(
+                directory_num=dir_num,
+                directory_path=os.path.dirname(scripts[0]) if scripts else "",
+                timeout=metadata.timeout,
+                window_name=f"{self.run_name}_{dir_num}"
+            )
+            
+            # Create task entries
+            for script_path in scripts:
+                task = TaskStatus(
+                    script_path=script_path,
+                    script_name=os.path.basename(script_path)
+                )
+                dir_status.tasks.append(task)
+            
+            dag.directories.append(dir_status)
+        
+        return dag
+    
+    def _save_dag(self):
+        """Save the DAG structure to a TOML file."""
+        try:
+            dag_dict = asdict(self.dag)
+            with open(self.dag_file_path, 'w') as f:
+                toml.dump(dag_dict, f)
+        except Exception as e:
+            print(f"Error saving DAG: {e}")
+    
+    def _update_task_state(self, dir_idx: int, task_idx: int, 
+                          state: str, error_message: Optional[str] = None):
+        """Update task state and save DAG."""
+        task = self.dag.directories[dir_idx].tasks[task_idx]
+        old_state = task.state
+        task.state = state
+        
+        if state == "RUNNING" and old_state != "RUNNING":
+            task.start_time = datetime.now().isoformat()
+        elif state in ["DONE", "ERROR", "CRASHED", "TIMED_OUT"]:
+            task.end_time = datetime.now().isoformat()
+            if task.start_time:
+                start = datetime.fromisoformat(task.start_time)
+                end = datetime.fromisoformat(task.end_time)
+                task.duration_seconds = (end - start).total_seconds()
+        
+        if error_message:
+            task.error_message = error_message
+        
+        self.dag.last_updated = datetime.now().isoformat()
+        self._save_dag()
+    
+    def _update_directory_state(self, dir_idx: int, state: str):
+        """Update directory state and save DAG."""
+        directory = self.dag.directories[dir_idx]
+        old_state = directory.state
+        directory.state = state
+        
+        if state == "RUNNING" and old_state != "RUNNING":
+            directory.start_time = datetime.now().isoformat()
+        elif state in ["DONE", "ERROR", "TIMED_OUT"]:
+            directory.end_time = datetime.now().isoformat()
+            if directory.start_time:
+                start = datetime.fromisoformat(directory.start_time)
+                end = datetime.fromisoformat(directory.end_time)
+                directory.duration_seconds = (end - start).total_seconds()
+            
+            if state == "DONE":
+                self.dag.completed_directories += 1
+            else:
+                self.dag.failed_directories += 1
+        
+        self._save_dag()
+    
+    def _check_task_status(self, script_path: str, pane: Pane) -> Tuple[str, Optional[str]]:
+        """
+        Comprehensive task status checking.
+        Returns: (state, error_message)
+        """
+        script_basename = os.path.basename(script_path)
+        done_file = f"{script_path}.done"
+        error_file = f"{script_path}.error"
+        ok_file = f"{script_path}.ok"
+        
+        # Check file markers
+        if os.path.exists(done_file) or os.path.exists(ok_file):
+            # Create .ok file if it doesn't exist
+            if not os.path.exists(ok_file):
+                Path(ok_file).touch()
+            return "DONE", None
+        
+        if os.path.exists(error_file):
+            error_msg = None
+            try:
+                with open(error_file, 'r') as f:
+                    error_msg = f.read().strip()
+            except:
+                error_msg = "Unknown error"
+            return "ERROR", error_msg
+        
+        # Check if hpy command is running
+        if self.process_monitor.is_process_running_command(pane, f"hpy {script_basename}"):
+            return "RUNNING", None
+        
+        # Check if pane has any running process
+        if self._is_pane_running(pane):
+            # Might be setting up or running something else
+            return "RUNNING", None
+        
+        # If we get here, the process finished without markers
+        # This is likely a crash
+        error_msg = f"Process terminated without completion marker"
+        # Create error file
+        with open(error_file, 'w') as f:
+            f.write(error_msg)
+        return "CRASHED", error_msg
+    
+    def _monitor_directory_tasks(self, dir_idx: int, timeout: int) -> bool:
+        """
+        Monitor tasks in a directory with comprehensive status checking.
+        Returns: True if all tasks completed successfully, False otherwise.
+        """
+        directory = self.dag.directories[dir_idx]
+        scripts, metadata = self.all_tasks_with_meta[directory.directory_num]
+        panes = self.window_panes[dir_idx]
+        
+        self._update_directory_state(dir_idx, "RUNNING")
+        
+        start_time = time.time()
+        all_success = True
+        
+        while True:
+            all_finished = True
+            has_errors = False
+            
+            for task_idx, (script_path, pane) in enumerate(zip(scripts, panes)):
+                task = directory.tasks[task_idx]
+                
+                # Get process metrics if running
+                if task.state == "RUNNING":
+                    metrics = self.process_monitor.get_process_metrics(pane)
+                    task.process_metrics = metrics
+                
+                # Check task status
+                new_state, error_msg = self._check_task_status(script_path, pane)
+                
+                if new_state != task.state:
+                    self._update_task_state(dir_idx, task_idx, new_state, error_msg)
+                    print(f"  Task {task.script_name}: {task.state}")
+                
+                if new_state == "RUNNING":
+                    all_finished = False
+                elif new_state in ["ERROR", "CRASHED", "TIMED_OUT"]:
+                    has_errors = True
+                    all_success = False
+            
+            # Save DAG periodically
+            self._save_dag()
+            
+            if all_finished:
+                if has_errors:
+                    self._update_directory_state(dir_idx, "ERROR")
+                else:
+                    self._update_directory_state(dir_idx, "DONE")
+                break
+            
+            # Check timeout
+            elapsed = time.time() - start_time
+            if elapsed > timeout:
+                print(f"  Directory {directory.directory_num} timed out!")
+                for task_idx, task in enumerate(directory.tasks):
+                    if task.state == "RUNNING":
+                        self._update_task_state(dir_idx, task_idx, "TIMED_OUT")
+                        panes[task_idx].send_keys("C-c", literal=True)
+                self._update_directory_state(dir_idx, "TIMED_OUT")
+                all_success = False
+                break
+            
+            time.sleep(2)  # Check every 2 seconds
+        
+        return all_success
+    
+    # def run(self):
+    #     """Enhanced run method with DAG tracking."""
+    #     print(f"Starting enhanced task orchestration for '{self.run_name}'")
+    #     print(f"Run ID: {self.run_id}")
+    #     print(f"DAG file: {self.dag_file_path}")
+        
+    #     self.dag.state = "RUNNING"
+    #     self._save_dag()
+        
+    #     # Initialize windows and panes (similar to original)
+    #     self._setup_windows_and_panes()
+        
+    #     # Process directories sequentially
+    #     overall_success = True
+    #     for dir_idx in range(len(self.dag.directories)):
+    #         directory = self.dag.directories[dir_idx]
+    #         print(f"\n--- Processing Directory {directory.directory_num} ---")
+            
+    #         # Start tasks if not the first directory
+    #         if dir_idx > 0:
+    #             self._start_directory_tasks(dir_idx)
+            
+    #         # Monitor tasks
+    #         success = self._monitor_directory_tasks(
+    #             dir_idx, 
+    #             directory.timeout
+    #         )
+            
+    #         if not success:
+    #             overall_success = False
+        
+    #     # Update final DAG state
+    #     self.dag.state = "COMPLETED" if overall_success else "FAILED"
+    #     self.dag.end_time = datetime.now().isoformat()
+    #     if self.dag.start_time:
+    #         start = datetime.fromisoformat(self.dag.start_time)
+    #         end = datetime.fromisoformat(self.dag.end_time)
+    #         self.dag.duration_seconds = (end - start).total_seconds()
+    #     self._save_dag()
+        
+    #     print(f"\nTask orchestration completed: {self.dag.state}")
+    #     print(f"Total duration: {self.dag.duration_seconds:.2f} seconds")
+
+    def reset(self):
+        """Kills all processes and panes inside task windows, removes windows, and deletes .done/.error/.ok files."""
+        print(f"\n--- Resetting run '{self.run_name}' ---")
+        self.cleanup() # First, kill all associated tmux windows
+
+        # Then, remove all .done, .error, and .ok files
+        print("  Removing .done, .error, and .ok files...")
+        for dir_num, (scripts, metadata) in self.all_tasks_with_meta.items():
+            for script_path in scripts:
+                done_file = f"{script_path}.done"
+                error_file = f"{script_path}.error"
+                ok_file = f"{script_path}.ok"
+                if os.path.exists(done_file):
+                    os.remove(done_file)
+                    print(f"    Removed: {done_file}")
+                if os.path.exists(error_file):
+                    os.remove(error_file)
+                    print(f"    Removed: {error_file}")
+                if os.path.exists(ok_file):
+                    os.remove(ok_file)
+                    print(f"    Removed: {ok_file}")
+        
+        # Also remove the .dag.toml file if it exists
+        if hasattr(self, 'dag_file_path') and self.dag_file_path.exists():
+            os.remove(self.dag_file_path)
+            print(f"    Removed: {self.dag_file_path}")
+        print("Reset complete.")
+
+
+
+    def _get_sorted_tasks_with_meta(self, tasks_root):
+        """
+        Reads all scripts and .meta.toml from the tasks_root, sorts them by directory,
+        and then by script name within each directory.
+        Returns a dictionary where keys are directory numbers (e.g., 1, 2)
+        and values are tuples of (list_of_full_script_paths, MetaData_object).
+        """
+        tasks_with_meta = {}
+        for dirpath, dirnames, filenames in os.walk(tasks_root):
+            if dirpath == tasks_root:
+                dirnames[:] = sorted([d for d in dirnames if d.isdigit()], key=int)
+            
+            relative_path = os.path.relpath(dirpath, tasks_root)
+            if relative_path != "." and relative_path.isdigit():
+                dir_num = int(relative_path)
+                scripts = sorted([os.path.join(dirpath, f) for f in filenames if f.endswith(".sh")])
+                
+                metadata_file = os.path.join(dirpath, ".meta.toml")
+                metadata = MetaData()  # Default metadata
+                if os.path.exists(metadata_file):
+                    try:
+                        with open(metadata_file, 'r') as f:
+                            meta_data_dict = toml.load(f)
+                            if 'timeout' in meta_data_dict:
+                                metadata.timeout = int(meta_data_dict['timeout'])
+                    except Exception as e:
+                        print(f"Warning: Could not read or parse .meta.toml for directory {dir_num}: {e}")
+                
+                if scripts:
+                    tasks_with_meta[dir_num] = (scripts, metadata)
+        
+        sorted_tasks_with_meta = dict(sorted(tasks_with_meta.items()))
+        return sorted_tasks_with_meta
+
+    def _get_current_tmux_session(self) -> Session:
+        """Gets the current tmux session based on TMUX environment variable."""
+        server = libtmux.Server()
+        tmux_env = os.environ.get('TMUX')
+        
+        if not tmux_env:
+            raise Exception("Not running inside a tmux session. The 'TMUX' environment variable is not set.")
+        
+        try:
+            # TMUX variable format: /tmp/tmux-1000/default,12345,0
+            # The last part '0' is the session index.
+            match = re.search(r',(\d+)$', tmux_env)
+            if not match:
+                raise Exception(f"Could not parse session index from TMUX environment variable: {tmux_env}")
+            
+            session_index_from_env = match.group(1)
+            
+            found_session = None
+            for s in server.sessions:
+                if s.session_id == f"${session_index_from_env}":
+                    found_session = s
+                    break
+            
+            if not found_session:
+                raise Exception(f"Could not find tmux session with ID: ${session_index_from_env}")
+            
+            print(f"Attached to current tmux session: '{found_session.name}' via TMUX env var.")
+            return found_session
+        except Exception as e:
+            raise Exception(f"Error getting current tmux session: {e}")
+
+    def _create_tmux_window(self, window_name: str) -> Window:
+        """Creates a new tmux window."""
+        window = self.session.new_window(attach=False, window_name=window_name)
+        print(f"  Tmux window '{window_name}' created.")
+        return window
+
+    def _create_tmux_pane(self, window: Window, pane_index: int, command: str) -> Pane:
+        """Creates a tmux pane and sends a command."""
+        if pane_index == 0:
+            pane = window.active_pane
+            pane.send_keys("clear", enter=True)
+        else:
+            pane = window.split(attach=False)
+        
+        pane.send_keys(command, enter=True)
+        print(f"    Pane {pane_index}: Command sent: '{command}'")
+        return pane
+
+    def _is_pane_running(self, pane: Pane) -> bool:
+        """Checks if a tmux pane is still running a process."""
+        try:
+            pane_pid = pane.pane_pid
+            if pane_pid is not None:
+                try:
+                    pid_int = int(pane_pid)
+                    if pid_int > 0:
+                        os.kill(pid_int, 0)
+                        return True
+                except (ValueError, OSError):
+                    return False
+            return False
+        except Exception as e:
+            print(f"Error checking pane status for {pane.window_name}:{pane.pane_index}: {e}")
+            return False
+
+    def _setup_windows_and_panes(self):
+        """Initial setup of tmux windows and panes for all tasks."""
+        all_dir_nums = sorted(self.all_tasks_with_meta.keys())
+        print("\n--- Initial Tmux Setup: Creating windows and panes ---")
+        for window_idx, dir_num in enumerate(all_dir_nums):
+            scripts, metadata = self.all_tasks_with_meta[dir_num]
+            window_name = f"{self.run_name}_{dir_num}"
+            window = self._create_tmux_window(window_name)
+            self.window_panes[window_idx] = []
+            
+            for pane_idx, script_path in enumerate(scripts):
+                script_dir = os.path.dirname(script_path)
+                script_basename = os.path.basename(script_path)
+                
+                if window_idx == 0:
+                    # Send cd command first, then the hpy command
+                    pane = self._create_tmux_pane(window, pane_idx, f"cd {script_dir}")
+                    pane.send_keys(f"source {HPY_SH_PATH} && hpy {script_basename}; echo \"Script {script_basename} finished.\"", enter=True)
+                    print(f"    Pane {pane_idx}: Command sent: 'cd {script_dir}' and 'source {HPY_SH_PATH} && hpy {script_basename}'")
+                else:
+                    command = f"echo '{WAITING_MESSAGE} for {script_basename}'"
+                    pane = self._create_tmux_pane(window, pane_idx, command)
+                self.window_panes[window_idx].append(pane)
+            
+            if window_idx == 0:
+                print(f"  Window '{window_name}' (Directory {dir_num}) tasks started.")
+            else:
+                print(f"  Window '{window_name}' (Directory {dir_num}) panes set to '{WAITING_MESSAGE}'.")
+
+    def _start_directory_tasks(self, dir_idx: int):
+        """Starts tasks in a specific directory (window)."""
+        directory = self.dag.directories[dir_idx]
+        scripts, metadata = self.all_tasks_with_meta[directory.directory_num]
+        panes_in_current_window = self.window_panes[dir_idx]
+
+        print(f"\n--- Activating tasks in window '{directory.window_name}' (Directory {directory.directory_num}) ---")
+        for pane_idx, script_path in enumerate(scripts):
+            script_dir = os.path.dirname(script_path)
+            script_basename = os.path.basename(script_path)
+            
+            pane = panes_in_current_window[pane_idx]
+            pane.send_keys("C-c", literal=True)  # Clear any previous command/output
+            
+            # Send cd command first, then the hpy command
+            pane.send_keys(f"cd {script_dir}", enter=True)
+            pane.send_keys(f"source {HPY_SH_PATH} && hpy {script_basename}; echo \"Script {script_basename} finished.\"", enter=True)
+            print(f"    Pane {pane_idx}: Command sent: 'cd {script_dir}' and 'source {HPY_SH_PATH} && hpy {script_basename}'")
+
+    def run(self):
+        """Enhanced run method with DAG tracking."""
+        print(f"Starting enhanced task orchestration for '{self.run_name}'")
+        print(f"Run ID: {self.run_id}")
+        print(f"DAG file: {self.dag_file_path}")
+        
+        self.dag.state = "RUNNING"
+        self._save_dag()
+        
+        if not self.all_tasks_with_meta:
+            print("No tasks found to execute.")
+            return
+
+        print("Detected tasks:")
+        for dir_num, (scripts, metadata) in self.all_tasks_with_meta.items():
+            print(f"  Directory {dir_num} (Timeout: {metadata.timeout}s):")
+            for script in scripts:
+                print(f"    - {script}")
+        
+        # Initialize windows and panes
+        self._setup_windows_and_panes()
+        
+        # Process directories sequentially
+        overall_success = True
+        for dir_idx in range(len(self.dag.directories)):
+            directory = self.dag.directories[dir_idx]
+            print(f"\n--- Processing Directory {directory.directory_num} ---")
+            
+            # Start tasks if not the first directory
+            if dir_idx > 0:
+                self._start_directory_tasks(dir_idx)
+            
+            # Monitor tasks
+            success = self._monitor_directory_tasks(
+                dir_idx, 
+                directory.timeout
+            )
+            
+            if not success:
+                overall_success = False
+        
+        # Update final DAG state
+        self.dag.state = "COMPLETED" if overall_success else "FAILED"
+        self.dag.end_time = datetime.now().isoformat()
+        if self.dag.start_time:
+            start = datetime.fromisoformat(self.dag.start_time)
+            end = datetime.fromisoformat(self.dag.end_time)
+            self.dag.duration_seconds = (end - start).total_seconds()
+        self._save_dag()
+        
+        print(f"\nTask orchestration completed: {self.dag.state}")
+        print(f"Total duration: {self.dag.duration_seconds:.2f} seconds")
+        print(f"You can attach to the tmux session to review: tmux attach -t {self.session.name}")
+
+    def cleanup(self):
+        """Removes all tmux windows created by this run."""
+        print(f"\n--- Cleaning up tmux windows for run '{self.run_name}' ---")
+        print(f"  Current session name: '{self.session.name}'")
+        all_session_windows = [w.name for w in self.session.windows if w.name]
+        print(f"  All windows in current session: {all_session_windows}")
+        
+        windows_to_kill = []
+        expected_prefix = f"{self.run_name}_"
+        print(f"  Looking for windows starting with prefix: '{expected_prefix}'")
+
+        for window in self.session.windows:
+            if window.name and window.name.startswith(expected_prefix):
+                windows_to_kill.append(window)
+        
+        if not windows_to_kill:
+            print(f"  No windows found to kill with prefix '{expected_prefix}'.")
+            print("Cleanup complete.")
+            return
+
+        print(f"  Identified {len(windows_to_kill)} windows to kill: {[w.name for w in windows_to_kill]}")
+        for window in windows_to_kill:
+            try:
+                window.kill()
+                print(f"  Killed window: '{window.name}'")
+            except Exception as e:
+                print(f"  Error killing window '{window.name}': {e}")
+        print("Cleanup complete.")
+
+    def reset(self):
+        """Kills all processes and panes inside task windows, removes windows, and deletes .done/.error/.ok files."""
+        print(f"\n--- Resetting run '{self.run_name}' ---")
+        self.cleanup()  # First, kill all associated tmux windows
+
+        # Then, remove all .done, .error, and .ok files
+        print("  Removing .done, .error, and .ok files...")
+        for dir_num, (scripts, metadata) in self.all_tasks_with_meta.items():
+            for script_path in scripts:
+                done_file = f"{script_path}.done"
+                error_file = f"{script_path}.error"
+                ok_file = f"{script_path}.ok"
+                if os.path.exists(done_file):
+                    os.remove(done_file)
+                    print(f"    Removed: {done_file}")
+                if os.path.exists(error_file):
+                    os.remove(error_file)
+                    print(f"    Removed: {error_file}")
+                if os.path.exists(ok_file):
+                    os.remove(ok_file)
+                    print(f"    Removed: {ok_file}")
+        
+        # Also remove the .dag.toml file if it exists
+        if hasattr(self, 'dag_file_path') and self.dag_file_path.exists():
+            os.remove(self.dag_file_path)
+            print(f"    Removed: {self.dag_file_path}")
+        print("Reset complete.")

herolib/infra/tmuxrunner/task_runner_api.py

@@ -0,0 +1,167 @@
+import threading
+import time
+from typing import Dict, List, Optional
+from dataclasses import asdict
+from datetime import datetime
+import uvicorn
+from fastapi import FastAPI, HTTPException
+from fastapi.middleware.cors import CORSMiddleware
+
+from .task_runner import TaskRunner
+
+
+class TaskRunnerAPI:
+    """FastAPI interface for the task runner."""
+    
+    def __init__(self, runner: TaskRunner):
+        self.runner = runner
+        self.app = FastAPI(title="Task Runner API", version="1.0.0")
+        
+        # Add CORS middleware
+        self.app.add_middleware(
+            CORSMiddleware,
+            allow_origins=["*"],
+            allow_credentials=True,
+            allow_methods=["*"],
+            allow_headers=["*"],
+        )
+        
+        self._setup_routes()
+    
+    def _setup_routes(self):
+        """Setup API routes."""
+        
+        @self.app.get("/")
+        async def root():
+            """Get API information."""
+            return {
+                "name": "Task Runner API",
+                "version": "1.0.0",
+                "run_id": self.runner.run_id,
+                "run_name": self.runner.run_name
+            }
+        
+        @self.app.get("/status")
+        async def get_status():
+            """Get current run status."""
+            return {
+                "run_id": self.runner.run_id,
+                "run_name": self.runner.run_name,
+                "state": self.runner.dag.state,
+                "start_time": self.runner.dag.start_time,
+                "end_time": self.runner.dag.end_time,
+                "duration_seconds": self.runner.dag.duration_seconds,
+                "total_directories": self.runner.dag.total_directories,
+                "completed_directories": self.runner.dag.completed_directories,
+                "failed_directories": self.runner.dag.failed_directories
+            }
+        
+        @self.app.get("/directories")
+        async def get_directories():
+            """Get all directory statuses."""
+            return [
+                {
+                    "directory_num": d.directory_num,
+                    "directory_path": d.directory_path,
+                    "state": d.state,
+                    "timeout": d.timeout,
+                    "start_time": d.start_time,
+                    "end_time": d.end_time,
+                    "duration_seconds": d.duration_seconds,
+                    "task_count": len(d.tasks),
+                    "tasks_done": sum(1 for t in d.tasks if t.state == "DONE"),
+                    "tasks_error": sum(1 for t in d.tasks if t.state in ["ERROR", "CRASHED", "TIMED_OUT"])
+                }
+                for d in self.runner.dag.directories
+            ]
+        
+        @self.app.get("/directories/{dir_num}/tasks")
+        async def get_directory_tasks(dir_num: int):
+            """Get tasks for a specific directory."""
+            for d in self.runner.dag.directories:
+                if d.directory_num == dir_num:
+                    return d.tasks
+            raise HTTPException(status_code=404, detail="Directory not found")
+        
+        @self.app.get("/tasks/{dir_num}/{task_name}")
+        async def get_task_details(dir_num: int, task_name: str):
+            """Get detailed information about a specific task."""
+            for d in self.runner.dag.directories:
+                if d.directory_num == dir_num:
+                    for t in d.tasks:
+                        if t.script_name == task_name:
+                            return t
+            raise HTTPException(status_code=404, detail="Task not found")
+        
+        @self.app.get("/metrics")
+        async def get_metrics():
+            """Get current process metrics for all running tasks."""
+            metrics = []
+            for d in self.runner.dag.directories:
+                for t in d.tasks:
+                    if t.state == "RUNNING":
+                        metrics.append({
+                            "directory": d.directory_num,
+                            "task": t.script_name,
+                            "cpu_percent": t.process_metrics.cpu_percent,
+                            "memory_rss_mb": t.process_metrics.memory_rss / (1024 * 1024),
+                            "memory_percent": t.process_metrics.memory_percent,
+                            "num_threads": t.process_metrics.num_threads,
+                            "num_children": t.process_metrics.num_children
+                        })
+            return metrics
+        
+        @self.app.get("/dag")
+        async def get_full_dag():
+            """Get the complete DAG structure."""
+            return asdict(self.runner.dag)
+    
+    def start(self, host: str = "0.0.0.0", port: int = 8000):
+        """Start the FastAPI server."""
+        uvicorn.run(self.app, host=host, port=port)
+
+
+class TaskOrchestrator:
+    """Main orchestrator that runs tasks and API server."""
+    
+    def __init__(self, tasks_dir: str, api_port: int = 8000):
+        self.runner = TaskRunner(tasks_dir)
+        self.api = TaskRunnerAPI(self.runner)
+        self.api_thread = None
+        self.api_port = api_port
+    
+    def start_api_server(self, port: int = 8000):
+        """Start API server in a separate thread."""
+        self.api_thread = threading.Thread(
+            target=self.api.start,
+            args=("0.0.0.0", port),
+            daemon=True
+        )
+        self.api_thread.start()
+        print(f"API server started on http://0.0.0.0:{port}")
+    
+    def run(self):
+        """Run the task orchestration."""
+        # Start API server
+        self.start_api_server(self.api_port)
+        
+        # Reset and run tasks
+        self.runner.reset()
+        try:
+            self.runner.run()
+        except Exception as e:
+            print(f"Error during execution: {e}")
+            self.runner.dag.state = "FAILED"
+            self.runner.dag.end_time = datetime.now().isoformat()
+            self.runner._save_dag()
+        
+        print("\nExecution completed. API server still running.")
+        print(f"Access API at: http://localhost:{self.api_port}")
+        print("Press Ctrl+C to stop the API server.")
+        
+        try:
+            # Keep the main thread alive for API access
+            while True:
+                time.sleep(1)
+        except KeyboardInterrupt:
+            print("\nShutting down...")

install.sh

@@ -48,12 +48,3 @@ else
     uv pip install herolib@git+https://git.ourworld.tf/herocode/herolib_python.git --force-reinstall --no-cache-dir
 fi
 echo -e "${GREEN}✅ Dependencies installed${NC}"
-
-# Create necessary directories
-mkdir -p static/css static/js static/images
-mkdir -p templates
-mkdir -p md
-
-echo -e "${GREEN}✅ Directory structure verified${NC}"
-
-echo -e "${GREEN}🎉 Installation complete! You can now run start_server.sh${NC}"

pyproject.toml

@@ -7,7 +7,7 @@ authors = [
 ]
 readme = "README.md"
 requires-python = ">=3.12"
-dependencies = ["peewee"]
+dependencies = ["peewee", "psutil>=5.9.0", "fastapi>=0.100.0", "uvicorn>=0.23.0", "toml>=0.10.2", "libtmux>=0.25.0","lmstudio","requests"]
 
 
 [build-system]
@@ -18,4 +18,4 @@ build-backend = "setuptools.build_meta"
 
 [tool.setuptools.packages.find]
 where = ["."]
-include = ["herolib*"]
+include = ["herolib*"]

uv.lock

@@ -1,20 +1,254 @@
 version = 1
 revision = 3
-requires-python = "==3.12"
+requires-python = ">=3.12"
+
+[[package]]
+name = "annotated-types"
+version = "0.7.0"
+source = { registry = "https://pypi.org/simple" }
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