def run_all_evals(models, treebanks, out_file, check_parse, print_freq_tasks):
print_header = True<EOL>for tb_lang, treebank_list in treebanks.items():<EOL><INDENT>print()<EOL>print("<STR_LIT>", tb_lang)<EOL>for text_path in treebank_list:<EOL><INDENT>print("<STR_LIT>", text_path)<EOL>gold_path = text_path.parent / (text_path.stem + '<STR_LIT>')<EOL>print("<STR_LIT>", gold_path)<EOL>try:<EOL><INDENT>with gold_path.open(mode='<STR_LIT:r>', encoding='<STR_LIT:utf-8>') as gold_file:<EOL><INDENT>gold_ud = conll17_ud_eval.load_conllu(gold_file)<EOL><DEDENT>for nlp, nlp_loading_time, nlp_name in models[tb_lang]:<EOL><INDENT>try:<EOL><INDENT>print("<STR_LIT>", nlp_name)<EOL>tmp_output_path = text_path.parent / str('<STR_LIT>' + nlp_name + '<STR_LIT>')<EOL>run_single_eval(nlp, nlp_loading_time, nlp_name, text_path, gold_ud, tmp_output_path, out_file,<EOL>print_header, check_parse, print_freq_tasks)<EOL>print_header = False<EOL><DEDENT>except Exception as e:<EOL><INDENT>print("<STR_LIT>", str(e))<EOL><DEDENT><DEDENT><DEDENT>except Exception as e:<EOL><INDENT>print("<STR_LIT>", str(e))<EOL><DEDENT><DEDENT><DEDENT>
Run an evaluation for each language with its specified models and treebanks