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| # Licensed to the Apache Software Foundation (ASF) under one | |
| # or more contributor license agreements. See the NOTICE file | |
| # distributed with this work for additional information | |
| # regarding copyright ownership. The ASF licenses this file | |
| # to you under the Apache License, Version 2.0 (the | |
| # "License"); you may not use this file except in compliance | |
| # with the License. You may obtain a copy of the License at | |
| # | |
| # http://www.apache.org/licenses/LICENSE-2.0 | |
| # | |
| # Unless required by applicable law or agreed to in writing, | |
| # software distributed under the License is distributed on an | |
| # "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY | |
| # KIND, either express or implied. See the License for the | |
| # specific language governing permissions and limitations | |
| # under the License. | |
| import logging | |
| import os | |
| from distutils.util import strtobool | |
| from typing import List, Optional | |
| import strictyaml | |
| from pyiceberg.typedef import UTF8, FrozenDict, RecursiveDict | |
| PYICEBERG = "pyiceberg_" | |
| DEFAULT = "default" | |
| CATALOG = "catalog" | |
| DEFAULT_CATALOG = f"{DEFAULT}-{CATALOG}" | |
| PYICEBERG_HOME = "PYICEBERG_HOME" | |
| PYICEBERG_YML = ".pyiceberg.yaml" | |
| logger = logging.getLogger(__name__) | |
| def merge_config(lhs: RecursiveDict, rhs: RecursiveDict) -> RecursiveDict: | |
| """Merge right-hand side into the left-hand side.""" | |
| new_config = lhs.copy() | |
| for rhs_key, rhs_value in rhs.items(): | |
| if rhs_key in new_config: | |
| lhs_value = new_config[rhs_key] | |
| if isinstance(lhs_value, dict) and isinstance(rhs_value, dict): | |
| # If they are both dicts, then we have to go deeper | |
| new_config[rhs_key] = merge_config(lhs_value, rhs_value) | |
| else: | |
| # Take the non-null value, with precedence on rhs | |
| new_config[rhs_key] = rhs_value or lhs_value | |
| else: | |
| # New key | |
| new_config[rhs_key] = rhs_value | |
| return new_config | |
| def _lowercase_dictionary_keys(input_dict: RecursiveDict) -> RecursiveDict: | |
| """Lowers all the keys of a dictionary in a recursive manner, to make the lookup case-insensitive.""" | |
| return {k.lower(): _lowercase_dictionary_keys(v) if isinstance(v, dict) else v for k, v in input_dict.items()} | |
| class Config: | |
| config: RecursiveDict | |
| def __init__(self) -> None: | |
| config = self._from_configuration_files() or {} | |
| config = merge_config(config, self._from_environment_variables(config)) | |
| self.config = FrozenDict(**config) | |
| def _from_configuration_files() -> Optional[RecursiveDict]: | |
| """Load the first configuration file that its finds. | |
| Will first look in the PYICEBERG_HOME env variable, | |
| and then in the home directory. | |
| """ | |
| def _load_yaml(directory: Optional[str]) -> Optional[RecursiveDict]: | |
| if directory: | |
| path = os.path.join(directory, PYICEBERG_YML) | |
| if os.path.isfile(path): | |
| with open(path, encoding=UTF8) as f: | |
| yml_str = f.read() | |
| file_config = strictyaml.load(yml_str).data | |
| file_config_lowercase = _lowercase_dictionary_keys(file_config) | |
| return file_config_lowercase | |
| return None | |
| # Give priority to the PYICEBERG_HOME directory | |
| if pyiceberg_home_config := _load_yaml(os.environ.get(PYICEBERG_HOME)): | |
| return pyiceberg_home_config | |
| # Look into the home directory | |
| if pyiceberg_home_config := _load_yaml(os.path.expanduser("~")): | |
| return pyiceberg_home_config | |
| # Didn't find a config | |
| return None | |
| def _from_environment_variables(config: RecursiveDict) -> RecursiveDict: | |
| """Read the environment variables, to check if there are any prepended by PYICEBERG_. | |
| Args: | |
| config: Existing configuration that's being amended with configuration from environment variables. | |
| Returns: | |
| Amended configuration. | |
| """ | |
| def set_property(_config: RecursiveDict, path: List[str], config_value: str) -> None: | |
| while len(path) > 0: | |
| element = path.pop(0) | |
| if len(path) == 0: | |
| # We're at the end | |
| _config[element] = config_value | |
| else: | |
| # We have to go deeper | |
| if element not in _config: | |
| _config[element] = {} | |
| if isinstance(_config[element], dict): | |
| _config = _config[element] # type: ignore | |
| else: | |
| raise ValueError( | |
| f"Incompatible configurations, merging dict with a value: {'.'.join(path)}, value: {config_value}" | |
| ) | |
| for env_var, config_value in os.environ.items(): | |
| # Make it lowercase to make it case-insensitive | |
| env_var_lower = env_var.lower() | |
| if env_var_lower.startswith(PYICEBERG.lower()): | |
| key = env_var_lower[len(PYICEBERG) :] | |
| parts = key.split("__", maxsplit=2) | |
| parts_normalized = [part.replace("__", ".").replace("_", "-") for part in parts] | |
| set_property(config, parts_normalized, config_value) | |
| return config | |
| def get_default_catalog_name(self) -> str: | |
| """Return the default catalog name. | |
| Returns: The name of the default catalog in `default-catalog`. | |
| Returns `default` when the key cannot be found in the config file. | |
| """ | |
| if default_catalog_name := self.config.get(DEFAULT_CATALOG): | |
| if not isinstance(default_catalog_name, str): | |
| raise ValueError(f"Default catalog name should be a str: {default_catalog_name}") | |
| return default_catalog_name | |
| return DEFAULT | |
| def get_catalog_config(self, catalog_name: str) -> Optional[RecursiveDict]: | |
| if CATALOG in self.config: | |
| catalog_name_lower = catalog_name.lower() | |
| catalogs = self.config[CATALOG] | |
| if not isinstance(catalogs, dict): | |
| raise ValueError(f"Catalog configurations needs to be an object: {catalog_name}") | |
| if catalog_name_lower in catalogs: | |
| catalog_conf = catalogs[catalog_name_lower] | |
| assert isinstance(catalog_conf, dict), f"Configuration path catalogs.{catalog_name_lower} needs to be an object" | |
| return catalog_conf | |
| return None | |
| def get_int(self, key: str) -> Optional[int]: | |
| if (val := self.config.get(key)) is not None: | |
| try: | |
| return int(val) # type: ignore | |
| except ValueError as err: | |
| raise ValueError(f"{key} should be an integer or left unset. Current value: {val}") from err | |
| return None | |
| def get_bool(self, key: str) -> Optional[bool]: | |
| if (val := self.config.get(key)) is not None: | |
| try: | |
| return strtobool(val) # type: ignore | |
| except ValueError as err: | |
| raise ValueError(f"{key} should be a boolean or left unset. Current value: {val}") from err | |
| return None | |