h-jSSKJrJrJrJrJrJrJr SSKJ r SSK r SSK r SSK J r SSKJr SSKJrJrJr SSKJrJr \"5SSSSS4S \S \S \\S \\S \\S\\S\\S\\\S\4Sjjr\"5SSSS4S \S \S \\S \\S \\S\\S\\S\4SjjrS\ 4SjrSSS\"54S\ SSS \S \S \\S\\S\\S \\S\\\\44SjjrS!S\\\\4S\S\\S\\S \\S\\S\\4SjjrS\4SjrS\S\\\\4S\\/\44S jrg)")DictAnyTupleCallableListOptionalIO) ModuleTypeN)Language)SimpleFrozenList) dict_to_dot dot_to_dictmatcher_for_regex_patterns)setup_default_console_loggerLoggerT project_name task_nameremove_config_valuesmodel_log_intervallog_dataset_dir log_best_dirlog_latest_dirlog_custom_statsreturnc ^^^^^^^^^ [5m [R[R4S[S[ S[ S[ [[[[4/S4[/S444U UUUUUUUU4 SjjjnU$)aCreates a logger that interoperates with the ClearML framework. Args: project_name (str): The name of the project in the ClearML interface. The project will be created automatically if it doesn't exist yet. task_name (str): The name of the ClearML task. A task is an experiment that lives inside a project. Can be non-unique. remove_config_values (List[str]): A list of values to exclude from the config before it is uploaded to ClearML. Defaults to []. model_log_interval (Optional[int]): Steps to wait between logging model checkpoints to the ClearML dasboard (default: `None`). Will have no effect without also setting `log_best_dir` or `log_latest_dir`. Defaults to None. log_dataset_dir (Optional[str]): Directory containing the dataset to be logged and versioned as a ClearML Dataset. Defaults to None. log_best_dir (Optional[str]): Directory containing the best trained model as saved by spaCy, to be logged and versioned as a ClearML artifact. Defaults to None. log_latest_dir (Optional[str]): Directory containing the latest trained model as saved by spaCy, to be logged and versioned as a ClearML artifact. Defaults to None. log_custom_stats (Optional[List[str]]): A list of regular expressions that will be applied to the info dictionary passed to the logger. Statistics and metrics that match these regexps will be automatically logged. Defaults to None. Returns: LoggerT: Logger instance. nlpstdoutstderrrNc > ^^^^[T 5m[T UTTT T T T5ummmS[[[[ 44UU UU U UUU4SjjnU4SjnX44$)Ninfoc B>[UTTTTTT5 [TUT5 gN)_log_step_clearml_log_custom_stats) r! best_modelclearml last_modelrr match_statrtasks O/home/james-whalen/.local/lib/python3.13/site-packages/spacy_loggers/clearml.pylog_step9clearml_logger_v2..setup_logger..log_step?s. "  gtZ 8c>[T5 gr#_finalize_clearmlr*sr+finalize9clearml_logger_v2..setup_logger..finalizeKs d #r.)r_setup_clearmlrrstrr)rrrr,r3r&r(r)r*r'rrrrrrrrs @@@@r+ setup_logger'clearml_logger_v2..setup_logger0sg00@A '5         ( $j* 98DcN3 9 9 $!!r. _import_clearmlsysrrr r rrrr6r) rrrrrrrrr7r's ```````` @r+clearml_logger_v2r< s~BG%(JJSZZ" "!"8:" xc3h($./"d(1CC D"""@ r.c  ^^^^^^^^[5m[R[R4S[S[ S[ S[ [[[[4/S4[/S444UUUUUUUU4SjjjnU$)aCreates a logger that interoperates with the ClearML framework. Args: project_name (str): The name of the project in the ClearML interface. The project will be created automatically if it doesn't exist yet. task_name (str): The name of the ClearML task. A task is an experiment that lives inside a project. Can be non-unique. remove_config_values (List[str]): A list of values to exclude from the config before it is uploaded to ClearML. Defaults to []. model_log_interval (Optional[int]): Steps to wait between logging model checkpoints to the ClearML dasboard (default: `None`). Will have no effect without also setting `log_best_dir` or `log_latest_dir`. Defaults to None. log_dataset_dir (Optional[str]): Directory containing the dataset to be logged and versioned as a ClearML Dataset. Defaults to None. log_best_dir (Optional[str]): Directory containing the best trained model as saved by spaCy, to be logged and versioned as a ClearML artifact. Defaults to None. log_latest_dir (Optional[str]): Directory containing the latest trained model as saved by spaCy, to be logged and versioned as a ClearML artifact. Defaults to None. Returns: LoggerT: Logger instance. rrrrNc >^^^^^ [XU5umm[T UTTT T T T5um mmS[[[[ 44UUUU U UU 4SjjnUU 4SjnX44$)Nr!c 8>T"U5 [UTTTTTT5 gr#)r$)r!r&console_log_stepr(rrrr*s r+r,9clearml_logger_v1..setup_logger..log_steps( T " " r.c*>T"5 [T5 gr#r0)console_finalizer*sr+r39clearml_logger_v1..setup_logger..finalizes   d #r.)rr5rrr6r)rrrr,r3r&rCr@r(r*r'rrrrrrrs @@@@@r+r7'clearml_logger_v1..setup_loggertsu.J . **(6         ( $j* 8DcN3   $!!r.r9) rrrrrrrr7r's ``````` @r+clearml_logger_v1rFTsw<G%(JJSZZ!" !"!!"8:!" xc3h($./"d(1CC D!"!"F r.c`SSKnSSKJnJnJn U$![an[ S5UeSnAff=f)Nr)TaskDataset OutputModelzThe 'clearml' library could not be found - did you install it? Alternatively, specify the 'ConsoleLogger' in the 'training.logger' config section, instead of the 'ClearMLLogger'.)r'rHrIrJ ImportError)r'rHrIrJexcs r+r:r:sC  76 N  P   s - (-r'rr cjURR5n[U5n UHn X M [U 5nURR UUSS9n UR 5HupU RXS9 M U(auURRU[RRU5S9nURU5 URSS9 U RSUR S.5 U(aUR#U SS S 9nOSnU(aUR#U SS S 9nOSnXU4$) NT)rr output_uri)name)dataset_project dataset_name) auto_uploadzCreated Dataset ID)rOvaluespaCyz Best Model)r* frameworkrOz Last Model)config interpolaterrrHinititemsconnectrIcreateospathbasename add_filesr3set_user_propertiesidrJ)r'rrrrrrrrV config_dotfieldr*config_sectionsubconfig_or_valuedatasetr&r(s r+r5r5sJZZ # # %FV$J%  &  $F <<  !  D /5lln* ' =/=//((())/:)  /*T*   ,   ((|)  ((|)  Z ''r.r!r*r&r(c UcgURS5nURS5nURS5n U(a#UR5RSSUSUS9 U (aBU R5H.upUR5RSU 3SU 3USU S9 M0 [ U[ 5(aUR5Hup[ U [ 5(aJ[ U 5n U R5H)un nUR5RU U USUS9 M+ Md[ U [[45(dMUR5RU U USU S9 M U(aURS 5(alUSU-S :Xa_USS :waUU(aUceURUS S S 9 U(a0US[US5S :XaUceURUS SS 9 ggggggg)Nscore other_scoreslossesScorestep) iterationrSloss_titleseriesrmrS output_pathrFr() weights_pathauto_delete_filetarget_filename checkpointsr&) get get_logger report_scalarrY isinstancedictrfloatintupdate_weights_packagemax)r!r*r&r(rrrrhrirjmetric metric_valuesub_metrics_dict sub_metricsub_metric_values r+r$r$s1 | HHW E88N+L XXh F  '' WV E ( $*LLN F OO  + +fX&vh'v," , %3,%%%1$6$6$8 F,--#.|#< &++-$OO%33$)"&v,. 4.L5#,77!//"6l& 0!%9.dhh}55 <, , 1d6la6G!---11!/%*$02 W T-5H1I!1L L!---11!-%*$02!M|7H 16r.cBURSS9 UR5 g)NT)wait_for_uploads)flushcloser2s r+r1r1&sJJJ%JJLr.matchercUbRUR5H=up4U"U5(dMUR5RSU3SU3USUS9 M? gg)Nrnrlro)rYrxry)r*r!rkvs r+r%r%+s` JJLDAqzz!//!!+"1#;"6l 0!r.)NNNNN) typingrrrrrrr typesr r\r;spacyr spacy.utilr utilrrrrrr6r}r<rFr:r5r$r1boolr%r.r+rsAAA 'FF7'7&8(,%)"&$(,0CCCs)C! C c] C 3- CSMCtCy)C CT'7&8(,%)"&$(CCCs)C! C c] C 3- CSMC CL  (&*"&$(&6&83( 3( 3(3( 3( c] 3( 3- 3(SM3(s)3( 3S=3(r!% $(,"&$(D 4S> "D D D D ! D 3- DSMDNC   d38n- 8@#8M r.