j% ddlmZmZmZddlZddlmZmZejdZ e ej de dej de d ej d e d d ej de d d ej de ddej de dej de e e fdd dej dd d dd d,de de d e d!ee e e fd"ed#eee d$eee d%ee fd&Ze ej de dej de d'ej d e d d( ej de d d) ej de ddej dd d dd d-de de d e d"ed#eee d$eee f d*Zed+kr e dSdS).)ListOptionalTupleN)measure_element_type_accuracy measure_text_extraction_accuracycdSNr f/lsinfo/ai/hellotax_ai/base_platform/venv/lib/python3.11/site-packages/unstructured/ingest/evaluate.pymainr sDr z --output_dirzDirectory to structured output.)typehelpz --source_dirzDirectory to source.z --output_listTzOptional: list of selected structured output file names under the directory to be evaluate. If none, all files under directory will be use.)rmultiplerz --source_listzOptional: list of selected source file names under the directory to be evaluate. If none, all files under directory will be use.z --export_dirmetricsz`Directory to save the output evaluation metrics to. Default to your/working/dir/metrics/)rdefaultrz --groupingz5Input field for aggregration, or leave blank if none.z --weights)rzA list of weights to the Levenshtein distance calculation. Takes input as --weights 2 2 2 See text_extraction.py/calculate_edit_distance for more details.)rr show_defaultrz --visualizeFz"Add the flag to show progress bar.)is_flagrrr output_dir source_dir export_dirweights visualize output_list source_listgroupingc .t||||||||Sr )r)rrrrrrrrs r (measure_text_extraction_accuracy_commandr s*d ,J [*hPWYb  r zDirectory to structured source.zOptional: list of selected structured output file names under the directory to be evaluate. If none, all files under directory will be used.zOptional: list of selected source file names under the directory to be evaluate. If none, all files under directory will be used.c*t||||||Sr )r)rrrrrrs r %measure_element_type_accuracy_commandr"Is$N )J [*i  r __main__)NNN)NN)typingrrrclickunstructured.metrics.evaluaterrgroupr commandoptionstrintboolr r"__name__r r r r.s)(((((((((       n3-NOOO n3-CDDD   S   I   # l+bccc  sC  J    - (,'+"     3S= !    $s)$ $s)$ sm   dcEDPOP  n3-NOOO n3-NOOO   T   J   #    - (,'+       $s)$  $s)$   POPO>  zDFFFFFr