o i @sddlZddlZddlmZddlmZmZmZmZddl Z ddl m Z ddl m Z ddlmZddlmZdd lmZdd lmZmZd d lmZd d lmZd dlmZd dlmZmZej fdee!dee!dee!effddZ"d)dee!de#dee!effddZ$dedefddZ%defdede#dee!efdee!effd d!Z&ed"d#fd$ee!efdee!efd%e!d&e!dee!eff d'd(Z'dS)*N)Path)AnyDictListOptional) NoSuchOption)split_arg_string)Config)msg) PROJECT_FILE)ProjectConfigSchemavalidate)ENV_VARS)SimpleFrozenDict)logger)show_validation_errorvalidate_project_commandsargsenv_varreturncsp|r tj|dnd}tt|t|dd}|r(fdd|D}td|r2tdti|S)aGenerate a dictionary of config overrides based on the extra arguments provided on the CLI, e.g. --training.batch_size to override "training.batch_size". Arguments without a "." are considered invalid, since the config only allows top-level sections to exist. env_vars (Optional[str]): Optional environment variable to read from. RETURNS (Dict[str, Any]): The parsed dict, keyed by nested config setting. T)is_clicsg|]}|vr|qSr).0k env_overridesrF/home/ubuntu/.local/lib/python3.10/site-packages/weasel/util/config.py #sz*parse_config_overrides..zConfig overrides from CLI: %sz'Config overrides from env variables: %s)osenvironget_parse_overridesrrdebuglist)rr env_string cli_overrideskeysrrrparse_config_overridess    r*FrcCsi}|rg|d}d|d}|dr[|}|dd}d|vr0|r&t|tj|ddd d |vrC|d d\}}|d d }n|rL|ddrOd }n|d}t|||<n tj|ddd |s|S)NrzInvalid config override ''z--r.z#: can't override top-level sectionsrexits=-_truez: name should start with --)pop startswithreplacerr failsplit_parse_override)rrresultopterrorig_optvaluerrrr$*s*     r$r=cCs(zt|WStyt|YSw)N)srsly json_loads ValueErrorstr)r=rrrr8Es    r8Tpath interpolate overridesc Cs$|t}|stjdt|dddtd}zt|}Wnty:}ztj||ddWYd}~nd}~wwtt|}|rSt|t d |t dt ||rytd}t|d d  t||}Wdn1stwY|d gD]} || } | s| jd d q|S)alLoad the project.yml file from a directory and validate it. Also make sure that all directories defined in the config exist. path (Path): The path to the project directory. interpolate (bool): Whether to substitute project variables. overrides (Dict[str, Any]): Optional config overrides. RETURNS (Dict[str, Any]): The loaded project.yml. z Can't find rr-zInvalid z(. Double-check that the YAML is correct.N z validation errorF)title hint_fill directoriesT)parents)r existsr r6r> read_yamlr@rr printjoinsysexitrrsubstitute_project_variablesr#mkdir) rBrCrD config_path invalid_errconfigeerrorsr;subdirdir_pathrrrload_project_configQs6        rYvarsenvrTkeyenv_keycCs||i||i||D]\}}ttj|d|||<qtd|||||||i}tj||d}| }t |dS)aInterpolate variables in the project file using the config system. config (Dict[str, Any]): The project config. overrides (Dict[str, Any]): Optional config overrides. key (str): Key containing variables in project config. env_key (str): Key containing environment variable mapping in project config. RETURNS (Dict[str, Any]): The interpolated project config. rproject)rD) setdefaultitemsr8r!r"r#r from_strto_strrCdict)rTrDr\r] config_varrcfg interpolatedrrrrPvs   rP)F)(r!rNpathlibrtypingrrrrr>clickrclick.shell_completionr confectionr wasabir cli.mainr schemasr r environmentrfrozenrloggingr validationrrCONFIG_OVERRIDESrAr*boolr$r8rYrPrrrrsb           $    '