o xi'@sUddlmZddlZddlZddlZddlmZmZddlZddlm Z ddl m Z er3ddl m ZgdZded <ed ZdAddZdBddZdCddZdDddZdEdd Z  !dFdGd*d+ZdHdId/d0ZdJd1d2ZdKd6d7ZdLd;d<ZdMd?d@ZdS)N) annotationsN) TYPE_CHECKINGAny)util) LaunchError)Api)z${env}z${interpreter}z ${program}z${args} list[str]DEFAULT_SWEEP_COMMANDz\$\{envvar\:([A-Z0-9_]*)\} parts_dictdictreturn str | NonecCsd}d}|d}t|tsdS|d}t|dkrn&t|dkr+|\}}|p)|}nt|dkr?|\}}}|p9|}|p=|}n dS|t|||d dS) zIn place parse sweep path from parts dict. Arguments: parts_dict (dict): dict(entity=,project=,name=). Modifies dict inplace. Returns: None or str if there is an error NnamezExpected string sweep_id/zJExpected sweep_id in form of sweep, project/sweep, or entity/project/sweep)rprojectentity)get isinstancestrsplitlenupdater )r rrsweep_id sweep_split split_project split_entityrQ/home/ubuntu/.local/lib/python3.10/site-packages/wandb/sdk/launch/sweeps/utils.pyparse_sweep_ids&          r! violationsrcCsBd}t|D]\}}d|dd|||<qd|g|}|S)aConsolidate schema violation strings from wandb/sweeps into a single string. Parameters ---------- violations: list of str The warnings to render. Returns: ------- violation: str The consolidated violation text. zMalformed sweep config detected! This may cause your sweep to behave in unexpected ways. To avoid this, please fix the sweep config schema violations below:z Violation rz.  ) enumeratejoin)r"violation_baseiwarning violationrrr 0sweep_config_err_text_from_jsonschema_violations9s r*warningsNonecCs&t|}t|dkrt|dSdS)zEcho sweep config schema violation warnings from Gorilla to the terminal. Parameters ---------- warnings: list of str The warnings to render. rN)r*rwandbtermwarn)r+r(rrr handle_sweep_config_violationsSs r/sweep_config_pathdict[str, Any] | Nonec Csddl}zt|}Wntytd|YdSwz||}Wn|jy@}ztd|WYd}~dSd}~ww|sJtddS|S)zLoad a sweep yaml from path.rNzCouldn't open sweep file: zError in configuration file: zConfiguration file is empty)yamlopenOSErrorr- termerror safe_load YAMLError)r0r2 yaml_fileconfigerrrrr load_sweep_config`s$   r;r9rcCs.|siSt|}|durtd|d|S)NzCould not load config from z. Check formatting)rload_json_yaml_dictr)r9 parsed_configrrr load_launch_sweep_configts  r>F sweep_configdict[str, Any]queuerauthor return_jobbool!list[str] | dict[str, str] | Nonec Cs|d}|d}|s|stddS|r |r tddS|r=d||d}|r/||d<n|r5||d<|r;||d<|Sd |d |g}|rN|d |g7}|rY|d |g7}|S|ra|d |g7}|S)zConstruct sweep scheduler args. logs error and returns None if misconfigured, otherwise returns args as a dict if is_job else a list of strings. job image_urizhNo 'job' nor 'image_uri' top-level key found in sweep config, exactly one is required for a launch-sweepNzOSweep config has both 'job' and 'image_uri' but a launch-sweep can use only oneWANDB_SWEEP_ID)rrArrBz--queuez --projectz--authorz--jobz --image_uri)rr-r5) r?rArrBrCrFrG args_dictargsrrr construct_scheduler_args~sV   rKcommand list | NonelistcCs|pt}t|D]C\}}tt|rKtt|}|dddD])}tj | d| d}||d| |||| d||<q!q|S)z=Return sweep command, filling in environment variable macros.Nr) r r$SWEEP_COMMAND_ENV_VAR_REGEXsearchrrNfinditerosenvironrgroupstartend)rLr'chunkmatchesm_varrrr create_sweep_commands6r\c Csd|vr td|g}g}g}i}g}g}g}|dD]`\}} z| d} Wnty8td|dw|d| } |d| || |d|t| g7}|d| |d | t| trt| rs|d|n|d| | ||<q||||t|g|||d S) zCreate various formats of command arguments for the agent. Raises: ValueError: improperly formatted command dict rJzNo "args" found in command: valuez&No "value" found for command["args"]["z"]=z--+z++)rJargs_no_equalsargs_no_hyphensargs_no_boolean_flags args_jsonrIargs_append_hydraargs_override_hydra) ValueErroritemsKeyErrorappendrrrDjsondumps) rLflagsflags_no_hyphensflags_no_booleans flags_dictr`flags_append_hydraflags_override_hydraparamr9_value_flagrrr create_sweep_command_argssH      rurJlist[str] | Nonetuple[list[str] | None, Any]cCs||sdSt|}i}|D]#}d|d}||vr/||}||}|d|||dd}q t|dkr:d|fS||fS)zUse args dict from create_sweep_command_args to construct entrypoint. If replace is True, remove macros from entrypoint, fill them in with args and then return the args in separate return value. )NNz${}Nrr)r\indexr)rJrL entry_point macro_argsmacromstridxrrr make_launch_sweep_entrypoints   r public_api PublicApirFc CsP|sdSz||WdSty'}ztd|WYd}~dSd}~ww)zCheck if the job exists using the public api. Returns: True if no job is passed, or if the job exists. Returns: False if the job is misformatted or doesn't exist. TzFailed to load job. NF)rF Exceptionr-r5)rrFerrr check_job_exists#s rrun_spec%tuple[dict[str, Any], dict[str, Any]]cCsl|dididi}|dr|d|d<|dr$|d|d<|dididi}||fS)zYParse through previous scheduler run_spec. returns scheduler_args and settings. overrides run_config schedulerresource resource_argssettings)r)rscheduler_argsrrrr get_previous_args4s    r)r r r r )r"rr r)r+rr r,)r0rr r1)r9r r r)NF) r?r@rArrrrBr rCrDr rE)N)rLrMr rN)rLr r r@)rJr@rLrvr rw)rrrFr r rD)rr@r r) __future__rrjrSretypingrrr-rwandb.sdk.launch.errorsrwandb.apis.publicrrr __annotations__compilerPr!r*r/r;r>rKr\rurrrrrrr s2      !   A  8