ReMe/reme_cli/config/config_parser.py
jinli.yl 4b5fb37b6a
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feat(core): add core components and architecture for ReMe CLI
- Implement BaseComponent with async lifecycle and context management
- Add ApplicationContext for managing component initialization and registry
- Create Application class for orchestrating job execution and lifecycle
- Add AS LLM components with OpenAI chat model wrapper
- Implement AS LLM formatter components with OpenAI formatter
- Add client implementations including base, HTTP and ReMe clients
- Create embedding model base class with caching and batching support
- Implement file store base class with vector and full-text search
- Add file watcher components for monitoring file system changes
- Create job components for executing workflows
- Implement service components for exposing jobs via different protocols
- Add configuration schema with ApplicationConfig and ComponentConfig
- Include utility modules for case conversion, chunking, logging and similarity
- Register component types and create component registry system
2026-04-13 23:51:59 +08:00

158 lines
4.5 KiB
Python

"""Parser for YAML config with CLI argument overrides."""
import json
from pathlib import Path
from typing import Any
import yaml
# Config files are looked up relative to this module's directory
_CONFIG_DIR = Path(__file__).parent
_SUPPORTED_EXTS = (".yaml", ".yml", ".json")
# Pre-scan config directory: maps basename(without ext) -> Path
def _discover_configs() -> dict[str, Path]:
discovered: dict[str, Path] = {}
if _CONFIG_DIR.is_dir():
for p in _CONFIG_DIR.iterdir():
if p.is_file() and p.suffix in _SUPPORTED_EXTS:
discovered.setdefault(p.stem, p)
return discovered
_CONFIG_REGISTRY = _discover_configs()
def parse_dot_notation(dot_list: list[str]) -> dict:
"""Parse "key.subkey=value" strings into nested dict."""
result: dict = {}
for item in dot_list:
if "=" not in item:
raise ValueError(f"Invalid dot notation format (missing '='): {item}")
key_path, value_str = item.split("=", 1)
keys = key_path.split(".")
current = result
for key in keys[:-1]:
if key in current and not isinstance(current[key], dict):
raise ValueError(f"Cannot set nested key '{key_path}': '{key}' is already a value")
current = current.setdefault(key, {})
current[keys[-1]] = _convert_value(value_str)
return result
def _convert_value(value_str: str) -> Any:
"""Convert string to appropriate Python type.
Only converts "true"/"false" (case-insensitive) to boolean.
Use JSON format (e.g., '"yes"', '"no"') to preserve these as strings.
"""
s = value_str.strip()
# Null
if s.lower() in ("none", "null"):
return None
# Boolean: only accept strict true/false to avoid surprising conversions
lower = s.lower()
if lower == "true":
return True
if lower == "false":
return False
# Int
try:
return int(s)
except ValueError:
pass
# Float
try:
return float(s)
except ValueError:
pass
# JSON (list, dict, quoted strings)
try:
return json.loads(s)
except json.JSONDecodeError:
pass
return s
def _load_yaml(name_or_path: str, encoding: str = "utf-8") -> dict:
"""Load YAML or JSON file.
First check if name_or_path matches a pre-discovered config (key in _CONFIG_REGISTRY).
If not, treat as a file path and load directly.
"""
# 1. Try pre-discovered configs first
if name_or_path in _CONFIG_REGISTRY:
return _read_config_file(_CONFIG_REGISTRY[name_or_path], encoding)
# 2. Treat as file path
p = Path(name_or_path)
if p.suffix in _SUPPORTED_EXTS:
if not p.exists():
raise FileNotFoundError(f"Config file not found: {p}")
return _read_config_file(p, encoding)
known = ", ".join(sorted(_CONFIG_REGISTRY)) if _CONFIG_REGISTRY else "none"
raise FileNotFoundError(f"Config file not found: {name_or_path}. Available: {known}")
def _read_config_file(path: Path, encoding: str = "utf-8") -> dict:
"""Read YAML or JSON file based on extension."""
with path.open(encoding=encoding) as f:
if path.suffix == ".json":
result = json.load(f)
return result if result is not None else {}
else:
result = yaml.safe_load(f)
return result if result is not None else {}
def _deep_merge(base: dict, update: dict) -> dict:
"""Recursively merge dicts."""
result = base.copy()
for k, v in update.items():
if k in result and isinstance(result[k], dict) and isinstance(v, dict):
result[k] = _deep_merge(result[k], v)
else:
result[k] = v
return result
def parse_args(*args, **kwargs) -> tuple[str, dict]:
"""Parse CLI args: first arg is action, rest are config overrides.
Usage: reme app config=paw.yaml service.name=test
Returns: (action, merged_config_dict)
"""
if not args:
raise ValueError("No arguments provided")
first = args[0].lstrip("-")
if "=" in first:
raise ValueError(f"First argument must be action, got: {args[0]}")
action = first
configs: list[dict] = []
for arg in args[1:]:
arg = arg.lstrip("-")
if arg.startswith("config="):
path = arg.split("=", 1)[1].strip()
if path:
configs.append(_load_yaml(path))
elif "=" in arg:
configs.append(parse_dot_notation([arg]))
configs.append(kwargs)
merged: dict = {}
for cfg in configs:
merged = _deep_merge(merged, cfg)
return action, merged