Compare commits
2 Commits
queue/327-
...
fix/457-ss
| Author | SHA1 | Date | |
|---|---|---|---|
| 66b0febdfb | |||
| 6d79bf7783 |
@@ -182,6 +182,15 @@ _SCRIPT_FAILURE_PHRASES = (
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"exit status",
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"non-zero exit",
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"did not complete",
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# SSH-specific failure patterns (#350)
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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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"ssh: connect to host",
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"connection timed out",
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"host key verification failed",
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"no route to host",
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"could not run",
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"unable to execute",
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"permission denied",
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212
cron/ssh_dispatch.py
Normal file
212
cron/ssh_dispatch.py
Normal file
@@ -0,0 +1,212 @@
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"""
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SSH dispatch utilities for cron jobs.
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Provides validated remote execution so broken hermes binary paths
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are caught before draining the dispatch queue.
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Usage:
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from cron.ssh_dispatch import SSHEnvironment, format_dispatch_report
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ssh = SSHEnvironment(host="root@ezra", agent="allegro")
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result = ssh.dispatch("cron tick")
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if not result.success:
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print(result.failure_reason)
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"""
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import subprocess
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import shutil
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from dataclasses import dataclass, field
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from typing import List, Optional
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@dataclass
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class DispatchResult:
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"""Structured result of a remote command dispatch."""
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host: str
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command: str
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success: bool
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exit_code: Optional[int] = None
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stdout: str = ""
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stderr: str = ""
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failure_reason: Optional[str] = None
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duration_s: float = 0.0
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@dataclass
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class SSHEnvironment:
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"""Validates and dispatches commands to a remote host via SSH."""
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host: str # e.g. "root@ezra" or "192.168.1.10"
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agent: str = "" # agent name for logging
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hermes_path: Optional[str] = None # explicit path, auto-detected if None
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timeout: int = 120 # seconds
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_validated_path: Optional[str] = field(default=None, init=False, repr=False)
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def _ssh_base(self) -> List[str]:
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return [
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"ssh",
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"-o", "ConnectTimeout=10",
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"-o", "StrictHostKeyChecking=accept-new",
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"-o", "BatchMode=yes",
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self.host,
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]
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def _probe_remote_binary(self, candidate: str) -> bool:
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"""Check if a hermes binary exists and is executable on the remote host."""
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try:
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result = subprocess.run(
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self._ssh_base() + [f"test -x {candidate}"],
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capture_output=True, timeout=15,
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)
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return result.returncode == 0
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except (subprocess.TimeoutExpired, FileNotFoundError):
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return False
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def detect_hermes_binary(self) -> Optional[str]:
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"""Find a working hermes binary on the remote host."""
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if self._validated_path:
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return self._validated_path
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candidates = []
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if self.hermes_path:
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candidates.append(self.hermes_path)
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# Common locations
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candidates.extend([
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"hermes", # on PATH
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"~/.local/bin/hermes",
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"/usr/local/bin/hermes",
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f"~/wizards/{self.agent}/venv/bin/hermes" if self.agent else "",
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f"/root/wizards/{self.agent}/venv/bin/hermes" if self.agent else "",
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])
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candidates = [c for c in candidates if c]
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for candidate in candidates:
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if self._probe_remote_binary(candidate):
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self._validated_path = candidate
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return candidate
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return None
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def dispatch(self, command: str, *, validate_binary: bool = True) -> DispatchResult:
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"""Execute a command on the remote host."""
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import time
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start = time.monotonic()
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if validate_binary:
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binary = self.detect_hermes_binary()
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if not binary:
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return DispatchResult(
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host=self.host,
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command=command,
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success=False,
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failure_reason=f"No working hermes binary found on {self.host}",
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duration_s=time.monotonic() - start,
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)
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try:
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result = subprocess.run(
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self._ssh_base() + [command],
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capture_output=True,
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timeout=self.timeout,
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)
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duration = time.monotonic() - start
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stdout = result.stdout.decode("utf-8", errors="replace")
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stderr = result.stderr.decode("utf-8", errors="replace")
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failure_reason = None
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if result.returncode != 0:
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failure_reason = _classify_ssh_error(stderr, result.returncode)
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return DispatchResult(
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host=self.host,
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command=command,
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success=result.returncode == 0,
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exit_code=result.returncode,
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stdout=stdout,
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stderr=stderr,
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failure_reason=failure_reason,
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duration_s=duration,
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)
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except subprocess.TimeoutExpired:
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return DispatchResult(
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host=self.host,
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command=command,
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success=False,
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failure_reason=f"SSH command timed out after {self.timeout}s",
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duration_s=time.monotonic() - start,
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)
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except FileNotFoundError:
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return DispatchResult(
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host=self.host,
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command=command,
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success=False,
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failure_reason="ssh binary not found on local system",
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duration_s=time.monotonic() - start,
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)
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def _classify_ssh_error(stderr: str, exit_code: int) -> str:
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"""Classify an SSH error from stderr and exit code."""
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lower = stderr.lower()
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if "no such file or directory" in lower:
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return f"Remote binary or file not found (exit {exit_code})"
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if "command not found" in lower:
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return f"Command not found on remote host (exit {exit_code})"
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if "permission denied" in lower:
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return f"Permission denied (exit {exit_code})"
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if "connection timed out" in lower or "connection refused" in lower:
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return f"SSH connection failed (exit {exit_code})"
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if "host key verification failed" in lower:
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return f"Host key verification failed (exit {exit_code})"
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if "no route to host" in lower:
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return f"No route to host (exit {exit_code})"
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if exit_code == 127:
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return f"Command not found (exit 127)"
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if exit_code == 126:
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return f"Command not executable (exit 126)"
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return f"Command failed with exit code {exit_code}: {stderr[:200]}"
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def dispatch_to_hosts(
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hosts: List[str],
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command: str,
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agent: str = "",
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timeout: int = 120,
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) -> List[DispatchResult]:
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"""Dispatch a command to multiple hosts and return results."""
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results = []
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for host in hosts:
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ssh = SSHEnvironment(host=host, agent=agent, timeout=timeout)
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result = ssh.dispatch(command)
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results.append(result)
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return results
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def format_dispatch_report(results: List[DispatchResult]) -> str:
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"""Format a human-readable report of dispatch results."""
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lines = ["## Dispatch Report", ""]
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succeeded = [r for r in results if r.success]
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failed = [r for r in results if not r.success]
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lines.append(f"**Total:** {len(results)} hosts | "
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f"**OK:** {len(succeeded)} | **Failed:** {len(failed)}")
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lines.append("")
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for r in results:
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status = "OK" if r.success else "FAIL"
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lines.append(f"### {r.host} [{status}]")
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lines.append(f"- Command: `{r.command}`")
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lines.append(f"- Duration: {r.duration_s:.1f}s")
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if r.exit_code is not None:
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lines.append(f"- Exit code: {r.exit_code}")
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if r.failure_reason:
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lines.append(f"- **Failure:** {r.failure_reason}")
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if r.stderr and not r.success:
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lines.append(f"- Stderr: `{r.stderr[:300]}`")
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lines.append("")
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return "\n".join(lines)
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@@ -1,139 +0,0 @@
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# Warm Session Provisioning
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**Issue:** #327
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## Overview
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Warm session provisioning allows creating pre-contextualized agent sessions that start with established patterns and context, reducing initial errors and improving session quality.
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## Key Concepts
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### Session Seed
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A `SessionSeed` contains:
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- **System context**: Key instructions and context from previous sessions
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- **Tool examples**: Successful tool call patterns to establish conventions
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- **User patterns**: User interaction style preferences
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- **Context markers**: Important files, URLs, and references
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### Warm Template
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A `WarmTemplate` wraps a seed with metadata:
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- Name and description
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- Source session ID
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- Usage statistics
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- Success rate tracking
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## Usage
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### Extract Template from Session
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```bash
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# Create a template from a successful session
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hermes warm extract SESSION_ID --name "Code Review Template" --description "For code review tasks"
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# The template captures:
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# - System context and key instructions
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# - Successful tool call examples
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# - User interaction patterns
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# - Important context markers
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```
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### List Templates
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```bash
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hermes warm list
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```
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Output:
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```
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=== Warm Session Templates ===
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ID: warm_20260413_123456
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Name: Code Review Template
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Description: For code review tasks
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Usage: 5 times, 80% success
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```
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### Test Warm Session
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```bash
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# Test what messages would be generated
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hermes warm test warm_20260413_123456 "Review this pull request"
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```
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Output shows the messages that would be sent to the agent, including:
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- System context with warm-up information
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- Tool call examples
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- The actual user message
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### Delete Template
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```bash
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hermes warm delete warm_20260413_123456
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```
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## How It Works
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### 1. Extraction Phase
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When you extract a template:
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1. System messages provide base context
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2. First 10 user messages establish patterns
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3. Successful tool calls become examples
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4. File paths and URLs become context markers
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### 2. Bootstrap Phase
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When creating a warm session:
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1. System context is injected as initial message
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2. Tool examples establish successful patterns
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3. User message follows the warm-up context
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4. Agent starts with established conventions
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## Example Workflow
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||||
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```bash
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# 1. Have a successful session
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# ... work with the agent on a complex task ...
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# 2. Extract template from that session
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hermes warm extract abc123 --name "API Integration" --description "REST API work"
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# 3. Later, start a new session with warm context
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# The agent will have context about:
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# - Your coding style
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# - Successful tool patterns
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# - Common file paths
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# - Previous instructions
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```
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|
||||
## Benefits
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||||
|
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1. **Reduced Initial Errors**: Agent starts with proven patterns
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2. **Consistent Behavior**: Established conventions carry over
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3. **Faster Context**: No need to re-explain preferences
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4. **Quality Tracking**: Success rate shows template effectiveness
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|
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## Implementation Details
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||||
|
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### Files
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- `tools/warm_session.py`: Core implementation
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- `~/.hermes/warm_templates/`: Template storage
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||||
|
||||
### Data Flow
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||||
```
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Session -> SessionExtractor -> SessionSeed -> WarmTemplate
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↓
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WarmSessionBootstrapper -> Messages -> Agent
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||||
```
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|
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## Research Context
|
||||
|
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This implementation addresses Finding #4 from the empirical audit:
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- Marathon sessions show different error patterns
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- Context establishment affects session quality
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- Pre-seeding can improve initial session reliability
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||||
|
||||
## Future Enhancements
|
||||
|
||||
1. **Automatic Template Creation**: Create templates from high-performing sessions
|
||||
2. **Template Sharing**: Export/import templates between installations
|
||||
3. **A/B Testing**: Compare warm vs cold session performance
|
||||
4. **Smart Selection**: Automatically choose best template for task type
|
||||
@@ -5258,36 +5258,6 @@ For more help on a command:
|
||||
|
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sessions_parser.set_defaults(func=cmd_sessions)
|
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|
||||
|
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# Warm session command
|
||||
warm_parser = subparsers.add_parser(
|
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"warm",
|
||||
help="Warm session provisioning",
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||||
description="Create pre-contextualized sessions from templates"
|
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)
|
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warm_subparsers = warm_parser.add_subparsers(dest="warm_command")
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|
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# Extract command
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warm_extract = warm_subparsers.add_parser("extract", help="Extract template from session")
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warm_extract.add_argument("session_id", help="Session ID to extract from")
|
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warm_extract.add_argument("--name", "-n", required=True, help="Template name")
|
||||
warm_extract.add_argument("--description", "-d", default="", help="Template description")
|
||||
|
||||
# List command
|
||||
warm_subparsers.add_parser("list", help="List available templates")
|
||||
|
||||
# Test command
|
||||
warm_test = warm_subparsers.add_parser("test", help="Test warm session creation")
|
||||
warm_test.add_argument("template_id", help="Template ID")
|
||||
warm_test.add_argument("message", help="Test message")
|
||||
|
||||
# Delete command
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||||
warm_delete = warm_subparsers.add_parser("delete", help="Delete a template")
|
||||
warm_delete.add_argument("template_id", help="Template ID to delete")
|
||||
|
||||
warm_parser.set_defaults(func=cmd_warm)
|
||||
|
||||
|
||||
# =========================================================================
|
||||
# insights command
|
||||
# =========================================================================
|
||||
@@ -5628,44 +5598,3 @@ Examples:
|
||||
|
||||
if __name__ == "__main__":
|
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main()
|
||||
|
||||
|
||||
def cmd_warm(args):
|
||||
"""Handle warm session commands."""
|
||||
from hermes_cli.colors import Colors, color
|
||||
|
||||
subcmd = getattr(args, 'warm_command', None)
|
||||
|
||||
if subcmd is None:
|
||||
print(color("Warm Session Provisioning", Colors.CYAN))
|
||||
print("\nCommands:")
|
||||
print(" hermes warm extract SESSION_ID --name NAME - Extract template from session")
|
||||
print(" hermes warm list - List available templates")
|
||||
print(" hermes warm test TEMPLATE_ID MESSAGE - Test warm session")
|
||||
print(" hermes warm delete TEMPLATE_ID - Delete a template")
|
||||
return 0
|
||||
|
||||
try:
|
||||
from tools.warm_session import warm_session_cli
|
||||
|
||||
args_list = []
|
||||
if subcmd == "extract":
|
||||
args_list = ["extract", args.session_id, "--name", args.name]
|
||||
if args.description:
|
||||
args_list.extend(["--description", args.description])
|
||||
elif subcmd == "list":
|
||||
args_list = ["list"]
|
||||
elif subcmd == "test":
|
||||
args_list = ["test", args.template_id, args.message]
|
||||
elif subcmd == "delete":
|
||||
args_list = ["delete", args.template_id]
|
||||
|
||||
return warm_session_cli(args_list)
|
||||
|
||||
except ImportError as e:
|
||||
print(color(f"Error: Cannot import warm_session module: {e}", Colors.RED))
|
||||
return 1
|
||||
except Exception as e:
|
||||
print(color(f"Error: {e}", Colors.RED))
|
||||
return 1
|
||||
|
||||
|
||||
@@ -1,485 +0,0 @@
|
||||
"""
|
||||
Warm Session Provisioning: Practical Implementation
|
||||
|
||||
Provides mechanisms to create pre-contextualized sessions that start
|
||||
with established patterns and context, reducing initial errors.
|
||||
|
||||
Issue: #327
|
||||
"""
|
||||
|
||||
import json
|
||||
import logging
|
||||
from datetime import datetime
|
||||
from pathlib import Path
|
||||
from typing import Any, Dict, List, Optional
|
||||
from dataclasses import dataclass, asdict, field
|
||||
|
||||
logger = logging.getLogger(__name__)
|
||||
|
||||
|
||||
@dataclass
|
||||
class SessionSeed:
|
||||
"""Seed data for warming up a new session."""
|
||||
system_context: str = ""
|
||||
tool_examples: List[Dict[str, Any]] = field(default_factory=list)
|
||||
user_patterns: Dict[str, Any] = field(default_factory=dict)
|
||||
context_markers: List[str] = field(default_factory=list)
|
||||
|
||||
def to_dict(self) -> Dict[str, Any]:
|
||||
return asdict(self)
|
||||
|
||||
@classmethod
|
||||
def from_dict(cls, data: Dict[str, Any]) -> 'SessionSeed':
|
||||
return cls(**data)
|
||||
|
||||
|
||||
@dataclass
|
||||
class WarmTemplate:
|
||||
"""Template for creating warm sessions."""
|
||||
template_id: str
|
||||
name: str
|
||||
description: str
|
||||
seed: SessionSeed
|
||||
created_at: str
|
||||
source_session_id: Optional[str] = None
|
||||
usage_count: int = 0
|
||||
success_rate: float = 0.0
|
||||
|
||||
def to_dict(self) -> Dict[str, Any]:
|
||||
return {
|
||||
"template_id": self.template_id,
|
||||
"name": self.name,
|
||||
"description": self.description,
|
||||
"seed": self.seed.to_dict(),
|
||||
"created_at": self.created_at,
|
||||
"source_session_id": self.source_session_id,
|
||||
"usage_count": self.usage_count,
|
||||
"success_rate": self.success_rate
|
||||
}
|
||||
|
||||
@classmethod
|
||||
def from_dict(cls, data: Dict[str, Any]) -> 'WarmTemplate':
|
||||
seed = SessionSeed.from_dict(data.get("seed", {}))
|
||||
return cls(
|
||||
template_id=data["template_id"],
|
||||
name=data["name"],
|
||||
description=data["description"],
|
||||
seed=seed,
|
||||
created_at=data.get("created_at", datetime.now().isoformat()),
|
||||
source_session_id=data.get("source_session_id"),
|
||||
usage_count=data.get("usage_count", 0),
|
||||
success_rate=data.get("success_rate", 0.0)
|
||||
)
|
||||
|
||||
|
||||
class SessionExtractor:
|
||||
"""Extract seed data from existing sessions."""
|
||||
|
||||
def __init__(self, session_db=None):
|
||||
self.session_db = session_db
|
||||
|
||||
def extract_seed(self, session_id: str) -> Optional[SessionSeed]:
|
||||
"""Extract seed data from a session."""
|
||||
if not self.session_db:
|
||||
return None
|
||||
|
||||
try:
|
||||
messages = self.session_db.get_messages(session_id)
|
||||
if not messages:
|
||||
return None
|
||||
|
||||
# Extract system context
|
||||
system_context = self._extract_system_context(messages)
|
||||
|
||||
# Extract successful tool examples
|
||||
tool_examples = self._extract_tool_examples(messages)
|
||||
|
||||
# Extract user patterns
|
||||
user_patterns = self._extract_user_patterns(messages)
|
||||
|
||||
# Extract context markers
|
||||
context_markers = self._extract_context_markers(messages)
|
||||
|
||||
return SessionSeed(
|
||||
system_context=system_context,
|
||||
tool_examples=tool_examples,
|
||||
user_patterns=user_patterns,
|
||||
context_markers=context_markers
|
||||
)
|
||||
|
||||
except Exception as e:
|
||||
logger.error(f"Failed to extract seed: {e}")
|
||||
return None
|
||||
|
||||
def _extract_system_context(self, messages: List[Dict]) -> str:
|
||||
"""Extract useful system context from messages."""
|
||||
context_parts = []
|
||||
|
||||
# Look for system messages
|
||||
for msg in messages:
|
||||
if msg.get("role") == "system":
|
||||
content = msg.get("content", "")
|
||||
# Take first 500 chars of system context
|
||||
if content:
|
||||
context_parts.append(content[:500])
|
||||
break
|
||||
|
||||
# Extract key user instructions
|
||||
user_instructions = []
|
||||
for msg in messages[:10]: # First 10 messages
|
||||
if msg.get("role") == "user":
|
||||
content = msg.get("content", "")
|
||||
if len(content) > 50 and "?" not in content[:20]: # Likely instructions
|
||||
user_instructions.append(content[:200])
|
||||
if len(user_instructions) >= 3:
|
||||
break
|
||||
|
||||
if user_instructions:
|
||||
context_parts.append("\nKey instructions from session:\n" + "\n".join(f"- {i}" for i in user_instructions))
|
||||
|
||||
return "\n".join(context_parts)[:1000]
|
||||
|
||||
def _extract_tool_examples(self, messages: List[Dict]) -> List[Dict[str, Any]]:
|
||||
"""Extract successful tool call examples."""
|
||||
examples = []
|
||||
|
||||
for i, msg in enumerate(messages):
|
||||
if msg.get("role") == "assistant" and msg.get("tool_calls"):
|
||||
# Check if there's a successful result
|
||||
for j in range(i + 1, min(i + 3, len(messages))):
|
||||
if messages[j].get("role") == "tool":
|
||||
content = messages[j].get("content", "")
|
||||
# Check for success indicators
|
||||
if content and "error" not in content.lower()[:100]:
|
||||
for tool_call in msg["tool_calls"]:
|
||||
func = tool_call.get("function", {})
|
||||
examples.append({
|
||||
"tool": func.get("name"),
|
||||
"arguments": func.get("arguments", "{}"),
|
||||
"result_preview": content[:200]
|
||||
})
|
||||
if len(examples) >= 5:
|
||||
break
|
||||
break
|
||||
|
||||
if len(examples) >= 5:
|
||||
break
|
||||
|
||||
return examples
|
||||
|
||||
def _extract_user_patterns(self, messages: List[Dict]) -> Dict[str, Any]:
|
||||
"""Extract user interaction patterns."""
|
||||
user_messages = [m for m in messages if m.get("role") == "user"]
|
||||
|
||||
if not user_messages:
|
||||
return {}
|
||||
|
||||
# Calculate patterns
|
||||
lengths = [len(m.get("content", "")) for m in user_messages]
|
||||
avg_length = sum(lengths) / len(lengths)
|
||||
|
||||
# Count question types
|
||||
questions = sum(1 for m in user_messages if "?" in m.get("content", ""))
|
||||
commands = sum(1 for m in user_messages if m.get("content", "").startswith(("/", "!")))
|
||||
|
||||
return {
|
||||
"message_count": len(user_messages),
|
||||
"avg_length": avg_length,
|
||||
"question_ratio": questions / len(user_messages),
|
||||
"command_ratio": commands / len(user_messages),
|
||||
"preferred_style": "command" if commands > questions else "conversational"
|
||||
}
|
||||
|
||||
def _extract_context_markers(self, messages: List[Dict]) -> List[str]:
|
||||
"""Extract important context markers."""
|
||||
markers = set()
|
||||
|
||||
for msg in messages:
|
||||
content = msg.get("content", "")
|
||||
|
||||
# File paths
|
||||
import re
|
||||
paths = re.findall(r'[\w/\.]+\.[\w]+', content)
|
||||
markers.update(p for p in paths if len(p) < 50)
|
||||
|
||||
# URLs
|
||||
urls = re.findall(r'https?://[^\s]+', content)
|
||||
markers.update(u[:80] for u in urls[:3])
|
||||
|
||||
if len(markers) > 20:
|
||||
break
|
||||
|
||||
return list(markers)[:20]
|
||||
|
||||
|
||||
class WarmSessionManager:
|
||||
"""Manage warm session templates."""
|
||||
|
||||
def __init__(self, template_dir: Path = None):
|
||||
self.template_dir = template_dir or Path.home() / ".hermes" / "warm_templates"
|
||||
self.template_dir.mkdir(parents=True, exist_ok=True)
|
||||
|
||||
def save_template(self, template: WarmTemplate) -> Path:
|
||||
"""Save a warm template."""
|
||||
path = self.template_dir / f"{template.template_id}.json"
|
||||
with open(path, 'w') as f:
|
||||
json.dump(template.to_dict(), f, indent=2)
|
||||
return path
|
||||
|
||||
def load_template(self, template_id: str) -> Optional[WarmTemplate]:
|
||||
"""Load a warm template."""
|
||||
path = self.template_dir / f"{template_id}.json"
|
||||
if not path.exists():
|
||||
return None
|
||||
|
||||
try:
|
||||
with open(path, 'r') as f:
|
||||
data = json.load(f)
|
||||
return WarmTemplate.from_dict(data)
|
||||
except Exception as e:
|
||||
logger.error(f"Failed to load template: {e}")
|
||||
return None
|
||||
|
||||
def list_templates(self) -> List[Dict[str, Any]]:
|
||||
"""List all templates."""
|
||||
templates = []
|
||||
for path in self.template_dir.glob("*.json"):
|
||||
try:
|
||||
with open(path, 'r') as f:
|
||||
data = json.load(f)
|
||||
templates.append({
|
||||
"template_id": data.get("template_id"),
|
||||
"name": data.get("name"),
|
||||
"description": data.get("description"),
|
||||
"usage_count": data.get("usage_count", 0),
|
||||
"success_rate": data.get("success_rate", 0.0)
|
||||
})
|
||||
except:
|
||||
pass
|
||||
return templates
|
||||
|
||||
def delete_template(self, template_id: str) -> bool:
|
||||
"""Delete a template."""
|
||||
path = self.template_dir / f"{template_id}.json"
|
||||
if path.exists():
|
||||
path.unlink()
|
||||
return True
|
||||
return False
|
||||
|
||||
|
||||
class WarmSessionBootstrapper:
|
||||
"""Bootstrap warm sessions from templates."""
|
||||
|
||||
def __init__(self, manager: WarmSessionManager = None):
|
||||
self.manager = manager or WarmSessionManager()
|
||||
|
||||
def prepare_messages(
|
||||
self,
|
||||
template: WarmTemplate,
|
||||
user_message: str,
|
||||
include_examples: bool = True
|
||||
) -> List[Dict[str, Any]]:
|
||||
"""Prepare messages for a warm session."""
|
||||
messages = []
|
||||
|
||||
# Add warm context as system message
|
||||
warm_context = self._build_warm_context(template.seed)
|
||||
if warm_context:
|
||||
messages.append({
|
||||
"role": "system",
|
||||
"content": warm_context
|
||||
})
|
||||
|
||||
# Add tool examples if requested
|
||||
if include_examples and template.seed.tool_examples:
|
||||
example_messages = self._create_example_messages(template.seed.tool_examples)
|
||||
messages.extend(example_messages)
|
||||
|
||||
# Add the actual user message
|
||||
messages.append({
|
||||
"role": "user",
|
||||
"content": user_message
|
||||
})
|
||||
|
||||
return messages
|
||||
|
||||
def _build_warm_context(self, seed: SessionSeed) -> str:
|
||||
"""Build warm context from seed."""
|
||||
parts = []
|
||||
|
||||
if seed.system_context:
|
||||
parts.append(seed.system_context)
|
||||
|
||||
if seed.context_markers:
|
||||
parts.append("\nKnown context: " + ", ".join(seed.context_markers[:10]))
|
||||
|
||||
if seed.user_patterns:
|
||||
style = seed.user_patterns.get("preferred_style", "balanced")
|
||||
parts.append(f"\nUser prefers {style} interactions.")
|
||||
|
||||
return "\n".join(parts)[:1500]
|
||||
|
||||
def _create_example_messages(self, examples: List[Dict]) -> List[Dict]:
|
||||
"""Create example messages from tool examples."""
|
||||
messages = []
|
||||
|
||||
for i, ex in enumerate(examples[:3]): # Limit to 3 examples
|
||||
# User request
|
||||
messages.append({
|
||||
"role": "user",
|
||||
"content": f"[Example {i+1}] Use {ex['tool']}"
|
||||
})
|
||||
|
||||
# Assistant with tool call
|
||||
messages.append({
|
||||
"role": "assistant",
|
||||
"content": f"I'll use {ex['tool']}.",
|
||||
"tool_calls": [{
|
||||
"id": f"example_{i}",
|
||||
"type": "function",
|
||||
"function": {
|
||||
"name": ex["tool"],
|
||||
"arguments": ex.get("arguments", "{}")
|
||||
}
|
||||
}]
|
||||
})
|
||||
|
||||
# Tool result
|
||||
messages.append({
|
||||
"role": "tool",
|
||||
"tool_call_id": f"example_{i}",
|
||||
"content": ex.get("result_preview", "Success")
|
||||
})
|
||||
|
||||
return messages
|
||||
|
||||
|
||||
# CLI Functions
|
||||
def warm_session_cli(args: List[str]) -> int:
|
||||
"""CLI interface for warm session management."""
|
||||
import argparse
|
||||
|
||||
parser = argparse.ArgumentParser(description="Warm session provisioning")
|
||||
subparsers = parser.add_subparsers(dest="command")
|
||||
|
||||
# Extract command
|
||||
extract_parser = subparsers.add_parser("extract", help="Extract template from session")
|
||||
extract_parser.add_argument("session_id", help="Session ID to extract from")
|
||||
extract_parser.add_argument("--name", "-n", required=True, help="Template name")
|
||||
extract_parser.add_argument("--description", "-d", default="", help="Template description")
|
||||
|
||||
# List command
|
||||
subparsers.add_parser("list", help="List available templates")
|
||||
|
||||
# Test command
|
||||
test_parser = subparsers.add_parser("test", help="Test warm session creation")
|
||||
test_parser.add_argument("template_id", help="Template ID")
|
||||
test_parser.add_argument("message", help="Test message")
|
||||
|
||||
# Delete command
|
||||
delete_parser = subparsers.add_parser("delete", help="Delete a template")
|
||||
delete_parser.add_argument("template_id", help="Template ID to delete")
|
||||
|
||||
parsed = parser.parse_args(args)
|
||||
|
||||
if not parsed.command:
|
||||
parser.print_help()
|
||||
return 1
|
||||
|
||||
manager = WarmSessionManager()
|
||||
|
||||
if parsed.command == "extract":
|
||||
try:
|
||||
from hermes_state import SessionDB
|
||||
session_db = SessionDB()
|
||||
except ImportError:
|
||||
print("Error: Cannot import SessionDB")
|
||||
return 1
|
||||
|
||||
extractor = SessionExtractor(session_db)
|
||||
seed = extractor.extract_seed(parsed.session_id)
|
||||
|
||||
if not seed:
|
||||
print(f"Failed to extract seed from session {parsed.session_id}")
|
||||
return 1
|
||||
|
||||
template = WarmTemplate(
|
||||
template_id=f"warm_{datetime.now().strftime('%Y%m%d_%H%M%S')}",
|
||||
name=parsed.name,
|
||||
description=parsed.description,
|
||||
seed=seed,
|
||||
created_at=datetime.now().isoformat(),
|
||||
source_session_id=parsed.session_id
|
||||
)
|
||||
|
||||
path = manager.save_template(template)
|
||||
print(f"Created template: {template.template_id}")
|
||||
print(f"Saved to: {path}")
|
||||
print(f"Tool examples: {len(seed.tool_examples)}")
|
||||
print(f"Context markers: {len(seed.context_markers)}")
|
||||
return 0
|
||||
|
||||
elif parsed.command == "list":
|
||||
templates = manager.list_templates()
|
||||
|
||||
if not templates:
|
||||
print("No templates found.")
|
||||
return 0
|
||||
|
||||
print("\n=== Warm Session Templates ===\n")
|
||||
for t in templates:
|
||||
print(f"ID: {t['template_id']}")
|
||||
print(f" Name: {t['name']}")
|
||||
print(f" Description: {t['description']}")
|
||||
print(f" Usage: {t['usage_count']} times, {t['success_rate']:.0%} success")
|
||||
print()
|
||||
|
||||
return 0
|
||||
|
||||
elif parsed.command == "test":
|
||||
template = manager.load_template(parsed.template_id)
|
||||
|
||||
if not template:
|
||||
print(f"Template {parsed.template_id} not found")
|
||||
return 1
|
||||
|
||||
bootstrapper = WarmSessionBootstrapper(manager)
|
||||
messages = bootstrapper.prepare_messages(template, parsed.message)
|
||||
|
||||
print(f"\n=== Warm Session Test: {template.name} ===\n")
|
||||
print(f"Generated {len(messages)} messages:\n")
|
||||
|
||||
for i, msg in enumerate(messages):
|
||||
role = msg.get("role", "unknown")
|
||||
content = msg.get("content", "")
|
||||
|
||||
if role == "system":
|
||||
print(f"[System Context] ({len(content)} chars)")
|
||||
print(content[:200] + "..." if len(content) > 200 else content)
|
||||
elif role == "user":
|
||||
print(f"\n[User]: {content}")
|
||||
elif role == "assistant":
|
||||
print(f"[Assistant]: {content}")
|
||||
if msg.get("tool_calls"):
|
||||
for tc in msg["tool_calls"]:
|
||||
func = tc.get("function", {})
|
||||
print(f" -> {func.get('name')}({func.get('arguments', '{}')[:50]})")
|
||||
elif role == "tool":
|
||||
print(f" [Result]: {content[:100]}...")
|
||||
|
||||
return 0
|
||||
|
||||
elif parsed.command == "delete":
|
||||
if manager.delete_template(parsed.template_id):
|
||||
print(f"Deleted template: {parsed.template_id}")
|
||||
return 0
|
||||
else:
|
||||
print(f"Template {parsed.template_id} not found")
|
||||
return 1
|
||||
|
||||
return 1
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
import sys
|
||||
sys.exit(warm_session_cli(sys.argv[1:]))
|
||||
Reference in New Issue
Block a user