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1 Commits
queue/350-
...
whip/329-1
| Author | SHA1 | Date | |
|---|---|---|---|
| f81a18b50d |
@@ -186,14 +186,7 @@ _SCRIPT_FAILURE_PHRASES = (
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"unable to execute",
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"permission denied",
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"no such file",
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"no such file or directory",
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"command not found",
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"hermes binary not found",
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"hermes not found",
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"traceback",
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"ssh: connect to host",
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"connection timed out",
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"host key verification failed",
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)
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@@ -1,275 +0,0 @@
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"""SSH dispatch utilities for VPS agent operations.
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Provides validated SSH execution with proper failure detection.
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Used by cron jobs that dispatch work to remote VPS agents.
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Key classes:
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SSHEnvironment: Executes commands on remote hosts with validation
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DispatchResult: Structured result with success/failure status
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"""
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from __future__ import annotations
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import logging
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import os
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import subprocess
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import time
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from typing import Optional
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logger = logging.getLogger(__name__)
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_SSH_TIMEOUT = int(os.getenv("HERMES_SSH_TIMEOUT", "30"))
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_DEFAULT_HERMES_PATHS = [
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"/root/wizards/{agent}/venv/bin/hermes",
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"/root/.local/bin/hermes",
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"/usr/local/bin/hermes",
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"~/.local/bin/hermes",
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"hermes",
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]
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class DispatchResult:
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"""Structured result of a dispatch operation."""
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__slots__ = (
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"success", "host", "command", "exit_code",
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"stdout", "stderr", "error", "duration_ms", "hermes_path",
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)
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def __init__(
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self,
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success: bool,
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host: str,
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command: str,
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exit_code: int = -1,
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stdout: str = "",
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stderr: str = "",
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error: str = "",
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duration_ms: int = 0,
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hermes_path: str = "",
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):
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self.success = success
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self.host = host
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self.command = command
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self.exit_code = exit_code
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self.stdout = stdout
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self.stderr = stderr
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self.error = error
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self.duration_ms = duration_ms
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self.hermes_path = hermes_path
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def to_dict(self) -> dict:
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return {
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"success": self.success,
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"host": self.host,
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"exit_code": self.exit_code,
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"error": self.error,
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"duration_ms": self.duration_ms,
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"hermes_path": self.hermes_path,
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"stderr_tail": self.stderr[-200:] if self.stderr else "",
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}
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@property
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def failure_reason(self) -> str:
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if self.success:
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return ""
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if self.error:
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return self.error
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if "No such file" in self.stderr or "command not found" in self.stderr:
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return f"Hermes binary not found on {self.host}"
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if self.exit_code != 0:
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return f"Remote command exited {self.exit_code}"
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return "Dispatch failed (unknown reason)"
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class SSHEnvironment:
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"""Validated SSH execution environment for VPS agent dispatch.
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Validates remote hermes binary paths before dispatching and returns
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structured results so callers can distinguish success from failure.
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"""
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def __init__(
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self,
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host: str,
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agent: str = "",
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ssh_key: str = "",
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ssh_port: int = 22,
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timeout: int = _SSH_TIMEOUT,
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hermes_path: str = "",
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):
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self.host = host
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self.agent = agent
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self.ssh_key = ssh_key
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self.ssh_port = ssh_port
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self.timeout = timeout
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self.hermes_path = hermes_path
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self._validated_path: str = ""
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def _ssh_base_cmd(self) -> list[str]:
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cmd = ["ssh", "-o", "StrictHostKeyChecking=accept-new"]
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cmd.extend(["-o", "ConnectTimeout=10"])
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cmd.extend(["-o", "BatchMode=yes"])
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if self.ssh_key:
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cmd.extend(["-i", self.ssh_key])
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if self.ssh_port != 22:
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cmd.extend(["-p", str(self.ssh_port)])
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cmd.append(self.host)
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return cmd
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def _resolve_hermes_paths(self) -> list[str]:
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if self.hermes_path:
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return [self.hermes_path]
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paths = []
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for tmpl in _DEFAULT_HERMES_PATHS:
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path = tmpl.format(agent=self.agent) if "{agent}" in tmpl else tmpl
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paths.append(path)
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return paths
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def validate_remote_hermes_path(self) -> str:
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"""Probe the remote host for a working hermes binary.
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Returns the validated path on success, raises RuntimeError on failure.
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Caches the result so validation is only done once per instance.
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"""
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if self._validated_path:
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return self._validated_path
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candidates = self._resolve_hermes_paths()
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for path in candidates:
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test_cmd = f"test -x {path} && echo OK || echo MISSING"
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try:
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result = subprocess.run(
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self._ssh_base_cmd() + [test_cmd],
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capture_output=True, text=True, timeout=self.timeout,
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)
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if result.returncode == 0 and "OK" in (result.stdout or ""):
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logger.info("SSH %s: hermes validated at %s", self.host, path)
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self._validated_path = path
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return path
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except subprocess.TimeoutExpired:
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logger.warning("SSH %s: timeout probing %s", self.host, path)
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continue
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except Exception as exc:
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logger.debug("SSH %s: probe %s failed: %s", self.host, path, exc)
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continue
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raise RuntimeError(
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f"No working hermes binary found on {self.host}. "
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f"Checked: {', '.join(candidates)}."
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)
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def execute_command(self, remote_cmd: str) -> DispatchResult:
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"""Execute a command on the remote host. Returns DispatchResult."""
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t0 = time.monotonic()
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full_cmd = self._ssh_base_cmd() + [remote_cmd]
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try:
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result = subprocess.run(
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full_cmd, capture_output=True, text=True, timeout=self.timeout,
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)
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elapsed = int((time.monotonic() - t0) * 1000)
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stderr = (result.stderr or "").strip()
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stdout = (result.stdout or "").strip()
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if result.returncode != 0:
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return DispatchResult(
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success=False, host=self.host, command=remote_cmd,
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exit_code=result.returncode, stdout=stdout, stderr=stderr,
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error=stderr.split("\n")[0] if stderr else f"exit code {result.returncode}",
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duration_ms=elapsed,
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)
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return DispatchResult(
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success=True, host=self.host, command=remote_cmd,
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exit_code=0, stdout=stdout, stderr=stderr, duration_ms=elapsed,
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)
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except subprocess.TimeoutExpired:
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elapsed = int((time.monotonic() - t0) * 1000)
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return DispatchResult(
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success=False, host=self.host, command=remote_cmd,
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error=f"SSH timed out after {self.timeout}s", duration_ms=elapsed,
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)
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except Exception as exc:
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elapsed = int((time.monotonic() - t0) * 1000)
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return DispatchResult(
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success=False, host=self.host, command=remote_cmd,
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error=str(exc), duration_ms=elapsed,
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)
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def dispatch(self, hermes_args: str, validate: bool = True) -> DispatchResult:
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"""Dispatch a hermes command on the remote host.
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Args:
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hermes_args: Arguments to pass to hermes (e.g. "cron tick").
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validate: If True, validate the hermes binary exists first.
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Returns DispatchResult. Only success=True if command actually ran.
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"""
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if validate:
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try:
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hermes_path = self.validate_remote_hermes_path()
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except RuntimeError as exc:
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return DispatchResult(
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success=False, host=self.host,
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command=f"hermes {hermes_args}",
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error=str(exc), hermes_path="(not found)",
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)
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else:
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hermes_path = self.hermes_path or "hermes"
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remote_cmd = f"{hermes_path} {hermes_args}"
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result = self.execute_command(remote_cmd)
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result.hermes_path = hermes_path
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return result
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def dispatch_to_hosts(
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hosts: list[str],
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hermes_args: str,
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agent: str = "",
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ssh_key: str = "",
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ssh_port: int = 22,
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timeout: int = _SSH_TIMEOUT,
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) -> dict[str, DispatchResult]:
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"""Dispatch a hermes command to multiple hosts. Returns host -> DispatchResult."""
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results: dict[str, DispatchResult] = {}
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for host in hosts:
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ssh = SSHEnvironment(
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host=host, agent=agent, ssh_key=ssh_key,
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ssh_port=ssh_port, timeout=timeout,
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)
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results[host] = ssh.dispatch(hermes_args)
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logger.info(
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"Dispatch %s: %s", host,
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"OK" if results[host].success else results[host].failure_reason,
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)
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return results
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def format_dispatch_report(results: dict[str, DispatchResult]) -> str:
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"""Format dispatch results as a human-readable report."""
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lines = []
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ok = [r for r in results.values() if r.success]
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failed = [r for r in results.values() if not r.success]
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lines.append(f"Dispatch report: {len(ok)} OK, {len(failed)} failed")
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lines.append("")
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for host, result in results.items():
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status = "OK" if result.success else "FAILED"
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line = f" {host}: {status}"
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if not result.success:
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line += f" -- {result.failure_reason}"
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if result.duration_ms:
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line += f" ({result.duration_ms}ms)"
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lines.append(line)
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if failed:
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lines.append("")
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lines.append("Failed dispatches:")
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for host, result in results.items():
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if not result.success:
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lines.append(f" {host}: {result.failure_reason}")
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if result.stderr:
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lines.append(f" stderr: {result.stderr[-150:]}")
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return "\n".join(lines)
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393
tools/session_templates.py
Normal file
393
tools/session_templates.py
Normal file
@@ -0,0 +1,393 @@
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"""
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Session templates for code-first seeding.
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Research finding: Code-heavy sessions (execute_code dominant in first 30 turns)
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improve over time. File-heavy sessions degrade. The key is deterministic feedback
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loops, not arbitrary context.
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This module provides:
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1. Template extraction from successful sessions
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2. Task type classification (code, file, research, terminal)
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3. Template storage in ~/.hermes/session-templates/
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4. Template injection into new sessions
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"""
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import json
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import logging
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import os
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import sqlite3
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import time
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from datetime import datetime
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from pathlib import Path
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from typing import Dict, List, Optional, Any, Tuple
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from dataclasses import dataclass, asdict
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from enum import Enum
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logger = logging.getLogger(__name__)
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# Default template directory
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DEFAULT_TEMPLATE_DIR = Path.home() / ".hermes" / "session-templates"
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class TaskType(Enum):
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"""Task type classification."""
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CODE = "code"
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FILE = "file"
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RESEARCH = "research"
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TERMINAL = "terminal"
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MIXED = "mixed"
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|
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@dataclass
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class ToolCallExample:
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"""A single tool call example for template injection."""
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tool_name: str
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arguments: Dict[str, Any]
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result: str
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success: bool
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def to_dict(self) -> Dict[str, Any]:
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return asdict(self)
|
||||
|
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@classmethod
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def from_dict(cls, data: Dict[str, Any]) -> 'ToolCallExample':
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return cls(**data)
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|
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|
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@dataclass
|
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class SessionTemplate:
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"""A session template with tool call examples."""
|
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name: str
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task_type: TaskType
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examples: List[ToolCallExample]
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description: str = ""
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created_at: float = 0.0
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usage_count: int = 0
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source_session_id: Optional[str] = None
|
||||
|
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def __post_init__(self):
|
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if self.created_at == 0.0:
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self.created_at = time.time()
|
||||
|
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def to_dict(self) -> Dict[str, Any]:
|
||||
data = asdict(self)
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data['task_type'] = self.task_type.value
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return data
|
||||
|
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@classmethod
|
||||
def from_dict(cls, data: Dict[str, Any]) -> 'SessionTemplate':
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data['task_type'] = TaskType(data['task_type'])
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examples_data = data.get('examples', [])
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data['examples'] = [ToolCallExample.from_dict(e) for e in examples_data]
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return cls(**data)
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||||
|
||||
|
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class SessionTemplates:
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"""Manages session templates for code-first seeding."""
|
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def __init__(self, template_dir: Optional[Path] = None):
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self.template_dir = template_dir or DEFAULT_TEMPLATE_DIR
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self.template_dir.mkdir(parents=True, exist_ok=True)
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||||
self.templates: Dict[str, SessionTemplate] = {}
|
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self._load_templates()
|
||||
|
||||
def _load_templates(self):
|
||||
"""Load all templates from disk."""
|
||||
for template_file in self.template_dir.glob("*.json"):
|
||||
try:
|
||||
with open(template_file, 'r') as f:
|
||||
data = json.load(f)
|
||||
template = SessionTemplate.from_dict(data)
|
||||
self.templates[template.name] = template
|
||||
except Exception as e:
|
||||
logger.warning(f"Failed to load template {template_file}: {e}")
|
||||
|
||||
def _save_template(self, template: SessionTemplate):
|
||||
"""Save a template to disk."""
|
||||
template_file = self.template_dir / f"{template.name}.json"
|
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with open(template_file, 'w') as f:
|
||||
json.dump(template.to_dict(), f, indent=2)
|
||||
|
||||
def classify_task_type(self, tool_calls: List[Dict[str, Any]]) -> TaskType:
|
||||
"""Classify task type based on tool calls."""
|
||||
if not tool_calls:
|
||||
return TaskType.MIXED
|
||||
|
||||
# Count tool types
|
||||
code_tools = {'execute_code', 'code_execution'}
|
||||
file_tools = {'read_file', 'write_file', 'patch', 'search_files'}
|
||||
research_tools = {'web_search', 'web_fetch', 'browser_navigate'}
|
||||
terminal_tools = {'terminal', 'execute_terminal'}
|
||||
|
||||
tool_names = [tc.get('tool_name', '') for tc in tool_calls]
|
||||
|
||||
code_count = sum(1 for t in tool_names if t in code_tools)
|
||||
file_count = sum(1 for t in tool_names if t in file_tools)
|
||||
research_count = sum(1 for t in tool_names if t in research_tools)
|
||||
terminal_count = sum(1 for t in tool_names if t in terminal_tools)
|
||||
|
||||
total = len(tool_calls)
|
||||
if total == 0:
|
||||
return TaskType.MIXED
|
||||
|
||||
# Determine dominant type (60% threshold)
|
||||
if code_count / total > 0.6:
|
||||
return TaskType.CODE
|
||||
elif file_count / total > 0.6:
|
||||
return TaskType.FILE
|
||||
elif research_count / total > 0.6:
|
||||
return TaskType.RESEARCH
|
||||
elif terminal_count / total > 0.6:
|
||||
return TaskType.TERMINAL
|
||||
else:
|
||||
return TaskType.MIXED
|
||||
|
||||
def extract_from_session(self, session_id: str, max_examples: int = 10) -> List[ToolCallExample]:
|
||||
"""Extract successful tool calls from a session."""
|
||||
db_path = Path.home() / ".hermes" / "state.db"
|
||||
if not db_path.exists():
|
||||
return []
|
||||
|
||||
try:
|
||||
conn = sqlite3.connect(str(db_path))
|
||||
conn.row_factory = sqlite3.Row
|
||||
|
||||
# Get messages with tool calls
|
||||
cursor = conn.execute("""
|
||||
SELECT role, content, tool_calls, tool_name
|
||||
FROM messages
|
||||
WHERE session_id = ?
|
||||
ORDER BY timestamp
|
||||
LIMIT 100
|
||||
""", (session_id,))
|
||||
|
||||
messages = cursor.fetchall()
|
||||
conn.close()
|
||||
|
||||
examples = []
|
||||
for msg in messages:
|
||||
if len(examples) >= max_examples:
|
||||
break
|
||||
|
||||
if msg['role'] == 'assistant' and msg['tool_calls']:
|
||||
try:
|
||||
tool_calls = json.loads(msg['tool_calls'])
|
||||
for tc in tool_calls:
|
||||
if len(examples) >= max_examples:
|
||||
break
|
||||
|
||||
tool_name = tc.get('function', {}).get('name')
|
||||
if not tool_name:
|
||||
continue
|
||||
|
||||
try:
|
||||
arguments = json.loads(tc.get('function', {}).get('arguments', '{}'))
|
||||
except:
|
||||
arguments = {}
|
||||
|
||||
examples.append(ToolCallExample(
|
||||
tool_name=tool_name,
|
||||
arguments=arguments,
|
||||
result="", # Will be filled from tool response
|
||||
success=True
|
||||
))
|
||||
except json.JSONDecodeError:
|
||||
continue
|
||||
|
||||
elif msg['role'] == 'tool' and examples and examples[-1].result == "":
|
||||
examples[-1].result = msg['content'] or ""
|
||||
|
||||
return examples
|
||||
|
||||
except Exception as e:
|
||||
logger.error(f"Failed to extract from session {session_id}: {e}")
|
||||
return []
|
||||
|
||||
def create_template(self, session_id: str, name: Optional[str] = None,
|
||||
task_type: Optional[TaskType] = None,
|
||||
max_examples: int = 10) -> Optional[SessionTemplate]:
|
||||
"""Create a template from a session."""
|
||||
examples = self.extract_from_session(session_id, max_examples)
|
||||
if not examples:
|
||||
return None
|
||||
|
||||
# Classify task type if not provided
|
||||
if task_type is None:
|
||||
tool_calls = [{'tool_name': e.tool_name} for e in examples]
|
||||
task_type = self.classify_task_type(tool_calls)
|
||||
|
||||
# Generate name if not provided
|
||||
if name is None:
|
||||
name = f"{task_type.value}_{session_id[:8]}_{int(time.time())}"
|
||||
|
||||
# Create template
|
||||
template = SessionTemplate(
|
||||
name=name,
|
||||
task_type=task_type,
|
||||
examples=examples,
|
||||
description=f"Template with {len(examples)} examples",
|
||||
source_session_id=session_id
|
||||
)
|
||||
|
||||
# Save template
|
||||
self.templates[name] = template
|
||||
self._save_template(template)
|
||||
|
||||
logger.info(f"Created template {name} with {len(examples)} examples")
|
||||
return template
|
||||
|
||||
def get_template(self, task_type: TaskType) -> Optional[SessionTemplate]:
|
||||
"""Get the best template for a task type."""
|
||||
matching = [t for t in self.templates.values() if t.task_type == task_type]
|
||||
if not matching:
|
||||
return None
|
||||
|
||||
# Sort by usage count (prefer less used templates)
|
||||
matching.sort(key=lambda t: t.usage_count)
|
||||
return matching[0]
|
||||
|
||||
def inject_into_messages(self, template: SessionTemplate,
|
||||
messages: List[Dict[str, Any]]) -> List[Dict[str, Any]]:
|
||||
"""Inject template examples into messages."""
|
||||
if not template.examples:
|
||||
return messages
|
||||
|
||||
# Create injection messages
|
||||
injection = []
|
||||
|
||||
# Add system message
|
||||
injection.append({
|
||||
"role": "system",
|
||||
"content": f"Session template: {template.name} ({template.task_type.value})\n"
|
||||
f"Examples of successful tool calls from previous sessions:"
|
||||
})
|
||||
|
||||
# Add tool call examples
|
||||
for i, example in enumerate(template.examples):
|
||||
# Assistant message with tool call
|
||||
injection.append({
|
||||
"role": "assistant",
|
||||
"content": None,
|
||||
"tool_calls": [{
|
||||
"id": f"template_{i}",
|
||||
"type": "function",
|
||||
"function": {
|
||||
"name": example.tool_name,
|
||||
"arguments": json.dumps(example.arguments)
|
||||
}
|
||||
}]
|
||||
})
|
||||
|
||||
# Tool response
|
||||
injection.append({
|
||||
"role": "tool",
|
||||
"tool_call_id": f"template_{i}",
|
||||
"content": example.result
|
||||
})
|
||||
|
||||
# Insert after system messages
|
||||
insert_index = 0
|
||||
for i, msg in enumerate(messages):
|
||||
if msg.get("role") != "system":
|
||||
break
|
||||
insert_index = i + 1
|
||||
|
||||
# Insert injection
|
||||
for i, msg in enumerate(injection):
|
||||
messages.insert(insert_index + i, msg)
|
||||
|
||||
# Update usage count
|
||||
template.usage_count += 1
|
||||
self._save_template(template)
|
||||
|
||||
return messages
|
||||
|
||||
def list_templates(self, task_type: Optional[TaskType] = None) -> List[SessionTemplate]:
|
||||
"""List templates, optionally filtered by task type."""
|
||||
templates = list(self.templates.values())
|
||||
if task_type:
|
||||
templates = [t for t in templates if t.task_type == task_type]
|
||||
templates.sort(key=lambda t: t.created_at, reverse=True)
|
||||
return templates
|
||||
|
||||
def delete_template(self, name: str) -> bool:
|
||||
"""Delete a template."""
|
||||
if name not in self.templates:
|
||||
return False
|
||||
|
||||
del self.templates[name]
|
||||
template_file = self.template_dir / f"{name}.json"
|
||||
if template_file.exists():
|
||||
template_file.unlink()
|
||||
|
||||
logger.info(f"Deleted template {name}")
|
||||
return True
|
||||
|
||||
|
||||
# CLI interface
|
||||
def main():
|
||||
"""CLI for session templates."""
|
||||
import argparse
|
||||
|
||||
parser = argparse.ArgumentParser(description="Session Templates")
|
||||
subparsers = parser.add_subparsers(dest="command")
|
||||
|
||||
# List templates
|
||||
list_parser = subparsers.add_parser("list", help="List templates")
|
||||
list_parser.add_argument("--type", choices=["code", "file", "research", "terminal", "mixed"])
|
||||
|
||||
# Create template
|
||||
create_parser = subparsers.add_parser("create", help="Create template from session")
|
||||
create_parser.add_argument("session_id", help="Session ID")
|
||||
create_parser.add_argument("--name", help="Template name")
|
||||
create_parser.add_argument("--type", choices=["code", "file", "research", "terminal", "mixed"])
|
||||
create_parser.add_argument("--max-examples", type=int, default=10)
|
||||
|
||||
# Delete template
|
||||
delete_parser = subparsers.add_parser("delete", help="Delete template")
|
||||
delete_parser.add_argument("name", help="Template name")
|
||||
|
||||
args = parser.parse_args()
|
||||
|
||||
templates = SessionTemplates()
|
||||
|
||||
if args.command == "list":
|
||||
task_type = TaskType(args.type) if args.type else None
|
||||
template_list = templates.list_templates(task_type)
|
||||
|
||||
if not template_list:
|
||||
print("No templates found")
|
||||
return
|
||||
|
||||
print(f"Found {len(template_list)} templates:")
|
||||
for t in template_list:
|
||||
print(f" {t.name}: {t.task_type.value} ({len(t.examples)} examples, used {t.usage_count} times)")
|
||||
|
||||
elif args.command == "create":
|
||||
task_type = TaskType(args.type) if args.type else None
|
||||
template = templates.create_template(
|
||||
args.session_id,
|
||||
name=args.name,
|
||||
task_type=task_type,
|
||||
max_examples=args.max_examples
|
||||
)
|
||||
|
||||
if template:
|
||||
print(f"Created template: {template.name}")
|
||||
print(f" Type: {template.task_type.value}")
|
||||
print(f" Examples: {len(template.examples)}")
|
||||
else:
|
||||
print("Failed to create template")
|
||||
|
||||
elif args.command == "delete":
|
||||
if templates.delete_template(args.name):
|
||||
print(f"Deleted template: {args.name}")
|
||||
else:
|
||||
print(f"Template not found: {args.name}")
|
||||
|
||||
else:
|
||||
parser.print_help()
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
main()
|
||||
Reference in New Issue
Block a user