How to use get_log_path method in tox
Best Python code snippet using tox_python
visualize_scores.py
Source:visualize_scores.py 
1# %%2import pandas as pd3import numpy as np4import sys5datasets = [6"winogrande-winogrande_xl",7"super_glue-cb",8"super_glue-rte",9"anli_r1",10"anli_r2",11"anli_r3", # "anli",12"story_cloze-2016",13"super_glue-wsc.fixed",14# "super_glue-copa",15"hellaswag",16"super_glue-wic",17]18all_datasets = [19 # "ai2_arc-ARC-Easy",20 # "race-high",21 "piqa",22 "ai2_arc-ARC-Challenge",23 "squad_v2",24 "openbookqa-main",25 # "race-middle",26 # "super_glue-multirc",27 # "super_glue-boolq",28 "super_glue-wic",29 # "super_glue-copa",30 "super_glue-wsc.fixed",31 "winogrande-winogrande_xl",32 "super_glue-cb",33 # "super_glue-rte",34 # "anli_r1",35 # "anli_r2",36 "anli_r3",37 # "story_cloze-2016",38 "hellaswag",39]40bigbench_tasks = [41 # "code_line_description",42 "hindu_knowledge",43 "known_unknowns",44 "logic_grid_puzzle",45 # "misconceptions",46 "movie_dialog_same_or_different",47 # "novel_concepts",48 "strategyqa",49 # "formal_fallacies_syllogisms_negation",50 "vitaminc_fact_verification",51 # "winowhy",52]53csr_downstream_tasks = [54 "squad_v2",55 "super_glue-boolq",56 "super_glue-wic",57 "super_glue-cb",58 "super_glue-rte",59 # "anli_r1",60 # "anli_r2",61 # "anli_r3",62 "glue-mrpc",63 "glue-qqp",64 "rotten_tomatoes",65 "imdb",66 "ag_news"67]68# all_datasets = csr_downstream_tasks69# all_datasets = bigbench_tasks70# %%71def time_judge(line, threshold_time="2022-01-11 00:27:18"):72 if '[2022' in line:73 time_start = line.index("[") +174 time_end = line.index("]")75 time_str = line[time_start:time_end]76 from dateutil import parser77 time_ = parser.parse(time_str)78 threshold = parser.parse(threshold_time)79 if time_ < threshold:80 return False81 return True82def get_result(get_log_path_fn, prefix, time_threashold=None, use_soft_score=False):83 results = []84 for dataset in all_datasets:85 # for dataset in datasets:86 logf = get_log_path_fn(prefix, dataset)87 # print(logf)88 try:89 with open(logf) as f:90 lines = f.read().splitlines()91 except Exception as e:92 print(e)93 continue94 seen_column_strs = set()95 for line in lines[::-1]:96 # time = [2022-01-11 17:27:18][INFO ]97 perf_str = "test_perf"98 if "Evaluate" in line and "{'EM':" in line and dataset in line and "round" not in line:99 if time_threashold and not time_judge(line, time_threashold):100 continue101 # print(line)102 task_ind_start = line.index("Evaluate ") + len("Evaluate ")103 task_ind_end = line.index(" : {'EM':")104 score_ind_start = line.index("{'EM': ") + len("{'EM': ")105 score_ind_end = line.index(",")106 task_name = line[task_ind_start:task_ind_end].strip()107 assert task_name == dataset108 soft_score_ind_start = line.index("'SoftEM': ") + len("'SoftEM': ")109 soft_score_ind_end = line.index("}")110 score = line[score_ind_start:score_ind_end].strip()111 score = float(score)112 soft_score = line[soft_score_ind_start:soft_score_ind_end].strip()113 soft_score = float(soft_score)114 res = {}115 res["task"] = task_name116 # res["score"] = score117 # res["prefix"] = prefix118 if use_soft_score:119 res[f"{prefix}"] = soft_score120 else:121 res[f"{prefix}"] = score122 if prefix in seen_column_strs:123 continue124 results.append(res)125 seen_column_strs.add(prefix)126 elif perf_str in line and "EM-->" in line and dataset in line:127 if time_threashold and not time_judge(line, time_threashold):128 continue129 # [2022-01-24 14:37:00][INFO ] test_perf: ai2_arc-ARC-Easy round #9 with EM--> {'EM': 0.46, 'SoftEM': 0.589}130 res = {}131 task_ind_start = line.index(perf_str+": ") + len(perf_str+": ")132 # task_ind_start = line.index("test_perf: ") + len("test_perf: ")133 task_ind_end = line.index("round")134 round_ind_start = line.index("round #") + len("round #")135 round_ind_end = line.index(" with EM")136 score_ind_start = line.index("{'EM': ") + len("{'EM': ")137 score_ind_end = line.index(",")138 soft_score_ind_start = line.index("'SoftEM': ") + len("'SoftEM': ")139 soft_score_ind_end = line.index("}")140 task_name = line[task_ind_start:task_ind_end].strip()141 assert task_name == dataset142 round_id = line[round_ind_start:round_ind_end].strip()143 score = line[score_ind_start:score_ind_end].strip()144 score = float(score)145 soft_score = line[soft_score_ind_start:soft_score_ind_end].strip()146 soft_score = float(soft_score)147 res["task"] = task_name148 column_str = f"{'-'.join([str(p) for p in prefix])}@{round_id}"149 column_str = column_str.replace("SentenceTransformer", "SBERT")150 column_str = column_str.replace("two-stage", "2s")151 column_str = column_str.replace("unsupervised", "0s")152 if use_soft_score:153 res[column_str] = soft_score154 else:155 res[column_str] = score156 if column_str in seen_column_strs:157 continue158 results.append(res)159 seen_column_strs.add(column_str)160 return results161# res["average"] = np.mean(list(res.values()))162# print(res)163def process_exp(get_log_path_fn, prefixes, time_threashold=None, use_soft_score=False):164 results = []165 for prefix in prefixes:166 result = get_result(get_log_path_fn, prefix=prefix, time_threashold=time_threashold, use_soft_score=use_soft_score)167 # res["seed"] = str(seed)168 # print(f"{prefix} = {results}")169 results += result170 return results171def clear_and_print(all_results):172 all_results_pd = pd.DataFrame(all_results).sort_values(by=['task']).drop_duplicates().groupby("task").sum().reset_index()173 pd.options.display.float_format = '{:.2%}'.format174 # print(all_results_pd)175 print(all_results_pd.to_csv(index=False))176use_soft_score = True177print(f"use_soft_score={use_soft_score}")178all_results = []179# For Zeroshot Evalution180get_log_path = lambda model_name, task_name: f"logs/{model_name}-zeroshot/{model_name}-zs-{task_name}.log"181all_results += process_exp(get_log_path, ["BART0", "T0_3B"], time_threashold="2022-01-25 00:27:18", use_soft_score=use_soft_score) # , "T0_3B"182clear_and_print(all_results)183all_results = []184 185# ----------- # get_log_path = lambda prefix, task_name: f"logs/bart0-zeroshot_Random/RET_Random-unsupervised_rerank-2-32-512-{prefix[0]}-{task_name}-{prefix[1]}-2.log" 186# ----------- # all_results += process_exp(get_log_path, [(x, "6e-6") for x in "42".split(",") ], time_threashold="2022-02-25 12:20:18", use_soft_score=use_soft_score)187# ----------- # clear_and_print(all_results)188# ----------- # all_results = []189# ----------- # get_log_path = lambda prefix, task_name: f"logs/bart0-zeroshot_Random/RET_Random-unsupervised_rerank(mean)-5-32-512-{prefix[0]}-{task_name}-{prefix[1]}-2.log" 190# ----------- # all_results += process_exp(get_log_path, [(x, "6e-6") for x in "42".split(",") ], time_threashold="2022-02-25 12:20:18", use_soft_score=use_soft_score)191# ----------- # clear_and_print(all_results)192# ----------- # all_results = []193# ----------- # get_log_path = lambda prefix, task_name: f"logs/bart0-zeroshot_Random/RET_Random-unsupervised_rerank-10-32-512-{prefix[0]}-{task_name}-{prefix[1]}-2.log" 194# ----------- # all_results += process_exp(get_log_path, [(x, "6e-6") for x in "42".split(",") ], time_threashold="2022-02-25 12:20:18", use_soft_score=use_soft_score)195# ----------- # clear_and_print(all_results)196# ----------- # all_results = []197## Finalized results 198# get_log_path = lambda prefix, task_name: f"logs/bart0-zeroshot_Random/RET_Random-unsupervised_no-1-16-512-{prefix[0]}-{task_name}-{prefix[1]}-2.log" 199# all_results += process_exp(get_log_path, [(x, "6e-6") for x in "42".split(",") ], time_threashold="2022-03-05 12:20:18", use_soft_score=use_soft_score)200# clear_and_print(all_results)201# all_results = []202# get_log_path = lambda prefix, task_name: f"logs/bart0-zeroshot_SentenceTransformer/RET_SentenceTransformer-unsupervised_no-1-16-512-{prefix[0]}-{task_name}-{prefix[1]}-2.log" 203# all_results += process_exp(get_log_path, [(x, "6e-6") for x in "42".split(",") ], time_threashold="2022-03-05 12:00:00", use_soft_score=use_soft_score)204# clear_and_print(all_results)205# all_results = []206# get_log_path = lambda prefix, task_name: f"logs/bart0-zeroshot_BART/RET_BART-unsupervised_no-1-16-512-{prefix[0]}-{task_name}-{prefix[1]}-2.log" 207# all_results += process_exp(get_log_path, [(x, "6e-6") for x in "42".split(",") ], time_threashold="2022-03-05 12:00:18", use_soft_score=use_soft_score)208# clear_and_print(all_results)209# all_results = []210# get_log_path = lambda prefix, task_name: f"logs/bart0-zeroshot_Random/RET_Random-unsupervised_rerank-2-16-512-{prefix[0]}-{task_name}-{prefix[1]}-2.log" 211# all_results += process_exp(get_log_path, [(x, "6e-6") for x in "42".split(",") ], time_threashold="2022-03-05 12:00:18", use_soft_score=use_soft_score)212# clear_and_print(all_results)213# all_results = []214# get_log_path = lambda prefix, task_name: f"logs/bart0-zeroshot_SentenceTransformer/RET_SentenceTransformer-unsupervised_rerank-2-16-512-{prefix[0]}-{task_name}-{prefix[1]}-2.log" 215# all_results += process_exp(get_log_path, [(x, "6e-6") for x in "42".split(",") ], time_threashold="2022-03-05 12:00:18", use_soft_score=use_soft_score)216# clear_and_print(all_results)217# all_results = []218# get_log_path = lambda prefix, task_name: f"logs/bart0-zeroshot_BART/RET_BART-unsupervised_rerank-2-16-512-{prefix[0]}-{task_name}-{prefix[1]}-2.log" 219# all_results += process_exp(get_log_path, [(x, "6e-6") for x in "42".split(",") ], time_threashold="2022-03-05 23:00:18", use_soft_score=use_soft_score)220# clear_and_print(all_results)221# all_results = []222# get_log_path = lambda prefix, task_name: f"logs/bart0-zeroshot_BART/RET_BART-unsupervised_rerank-2-16-512-{prefix[0]}-{task_name}-{prefix[1]}-2.log" 223# all_results += process_exp(get_log_path, [(x, "6e-6") for x in "42".split(",") ], time_threashold="2022-04-01 23:00:18", use_soft_score=use_soft_score)224# clear_and_print(all_results)225# all_results = []226#------------------------#227# get_log_path = lambda prefix, task_name: f"logs/bart0-zeroshot_Random/RET_Random-unsupervised_rerank_roberta_base-2-16-512-{prefix[0]}-{task_name}-{prefix[1]}-2.log" 228# all_results += process_exp(get_log_path, [(x, "6e-6") for x in "42".split(",") ], time_threashold="2022-04-01 23:00:18", use_soft_score=use_soft_score)229# clear_and_print(all_results)230# all_results = []231# get_log_path = lambda prefix, task_name: f"logs/bart0-zeroshot_SentenceTransformer/RET_SentenceTransformer-unsupervised_rerank_roberta_base-2-16-512-{prefix[0]}-{task_name}-{prefix[1]}-2.log" 232# all_results += process_exp(get_log_path, [(x, "6e-6") for x in "42".split(",") ], time_threashold="2022-04-01 23:00:18", use_soft_score=use_soft_score)233# clear_and_print(all_results)234# all_results = []235# get_log_path = lambda prefix, task_name: f"logs/bart0-zeroshot_BART/RET_BART-unsupervised_rerank-2-16-512-{prefix[0]}-{task_name}-{prefix[1]}-2.log" 236# all_results += process_exp(get_log_path, [(x, "6e-6") for x in "42".split(",") ], time_threashold="2022-04-01 23:00:18", use_soft_score=use_soft_score)237# clear_and_print(all_results)238# all_results = []239# get_log_path = lambda prefix, task_name: f"logs/bart0-zeroshot_BART/RET_BART-unsupervised_rerank_roberta_baseI2-2-16-512-{prefix[0]}-{task_name}-{prefix[1]}-2.log" 240# all_results += process_exp(get_log_path, [(x, "6e-6") for x in "42".split(",") ], time_threashold="2022-04-01 23:00:18", use_soft_score=use_soft_score)241# clear_and_print(all_results)242# all_results = []243# ========================================== Abalation 244# get_log_path = lambda prefix, task_name: f"logs/bart0-zeroshot_BART/RET_BART-unsupervised_rerank_roberta_base-2-16-512-{prefix[0]}-{task_name}-{prefix[1]}-2.log" 245# all_results += process_exp(get_log_path, [(x, "6e-6") for x in "42".split(",") ], time_threashold="2022-04-01 23:00:18", use_soft_score=use_soft_score)246# clear_and_print(all_results)247all_results = []248# get_log_path = lambda prefix, task_name: f"logs/bart0-zeroshot_BART/RET_BART-unsupervised_rerank_roberta_base-2-32-512-{prefix[0]}-{task_name}-{prefix[1]}-2.log" 249# all_results += process_exp(get_log_path, [(x, "6e-6") for x in "42".split(",") ], time_threashold="2022-04-08 23:00:18", use_soft_score=use_soft_score)250# clear_and_print(all_results)251# all_results = []252# get_log_path = lambda prefix, task_name: f"logs/bart0-zeroshot_BART/RET_BART-unsupervised_rerank_roberta_base-2-64-512-{prefix[0]}-{task_name}-{prefix[1]}-2.log" 253# all_results += process_exp(get_log_path, [(x, "6e-6") for x in "42".split(",") ], time_threashold="2022-04-08 23:00:18", use_soft_score=use_soft_score)254# clear_and_print(all_results)255# all_results = []256# get_log_path = lambda prefix, task_name: f"logs/bart0-zeroshot_BART/RET_BART-unsupervised_rerank_roberta_base-2-16-256-{prefix[0]}-{task_name}-{prefix[1]}-2.log" 257# all_results += process_exp(get_log_path, [(x, "6e-6") for x in "42".split(",") ], time_threashold="2022-04-08 23:00:18", use_soft_score=use_soft_score)258# clear_and_print(all_results)259# all_results = []260# get_log_path = lambda prefix, task_name: f"logs/bart0-zeroshot_BART/RET_BART-unsupervised_rerank_roberta_base-2-16-1024-{prefix[0]}-{task_name}-{prefix[1]}-2.log" 261# all_results += process_exp(get_log_path, [(x, "6e-6") for x in "42".split(",") ], time_threashold="2022-04-08 23:00:18", use_soft_score=use_soft_score)262# clear_and_print(all_results)263# all_results = []264# get_log_path = lambda prefix, task_name: f"logs/bart0-zeroshot_BART/RET_BART-unsupervised_rerank_roberta_base-2-1-512-{prefix[0]}-{task_name}-{prefix[1]}-2.log" 265# all_results += process_exp(get_log_path, [(x, "6e-6") for x in "42".split(",") ], time_threashold="2022-04-01 23:00:18", use_soft_score=use_soft_score)266# clear_and_print(all_results)267# all_results = []268# get_log_path = lambda prefix, task_name: f"logs/bart0-zeroshot_BART/RET_BART-unsupervised_rerank_roberta_base-2-8-512-{prefix[0]}-{task_name}-{prefix[1]}-2.log" 269# all_results += process_exp(get_log_path, [(x, "6e-6") for x in "42".split(",") ], time_threashold="2022-04-01 23:00:18", use_soft_score=use_soft_score)270# clear_and_print(all_results)271# all_results = []272# get_log_path = lambda prefix, task_name: f"logs/bart0-zeroshot_BART/RET_BART-unsupervised_rerank_roberta_base-2-16-512-{prefix[0]}-{task_name}-{prefix[1]}-2.log" 273# all_results += process_exp(get_log_path, [(x, "6e-6") for x in "42".split(",") ], time_threashold="2022-04-01 23:00:18", use_soft_score=use_soft_score)274# clear_and_print(all_results)275# all_results = []276# get_log_path = lambda prefix, task_name: f"logs/bart0-zeroshot_BART/RET_BART-unsupervised_rerank_roberta_base-2-32-512-{prefix[0]}-{task_name}-{prefix[1]}-2.log" 277# all_results += process_exp(get_log_path, [(x, "6e-6") for x in "42".split(",") ], time_threashold="2022-04-01 23:00:18", use_soft_score=use_soft_score)278# clear_and_print(all_results)279# all_results = []280get_log_path = lambda prefix, task_name: f"logs/bart0-zeroshot_BART/RET_BART-unsupervised_rerank_roberta_base-1.5-16-512-{prefix[0]}-{task_name}-{prefix[1]}-2.log" 281all_results += process_exp(get_log_path, [(x, "6e-6") for x in "42".split(",") ], time_threashold="2022-04-01 23:00:18", use_soft_score=use_soft_score)282clear_and_print(all_results)283all_results = []284get_log_path = lambda prefix, task_name: f"logs/bart0-zeroshot_BART/RET_BART-unsupervised_rerank_roberta_base-2-16-512-{prefix[0]}-{task_name}-{prefix[1]}-2.log" 285all_results += process_exp(get_log_path, [(x, "6e-6") for x in "42".split(",") ], time_threashold="2022-04-15 00:00:18", use_soft_score=use_soft_score)286clear_and_print(all_results)287all_results = []288get_log_path = lambda prefix, task_name: f"logs/bart0-zeroshot_BART/RET_BART-unsupervised_rerank_roberta_base-3-16-512-{prefix[0]}-{task_name}-{prefix[1]}-2.log" 289all_results += process_exp(get_log_path, [(x, "6e-6") for x in "42".split(",") ], time_threashold="2022-04-01 23:00:18", use_soft_score=use_soft_score)290clear_and_print(all_results)291all_results = []292get_log_path = lambda prefix, task_name: f"logs/bart0-zeroshot_BART/RET_BART-unsupervised_rerank_roberta_base-4-16-512-{prefix[0]}-{task_name}-{prefix[1]}-2.log" 293all_results += process_exp(get_log_path, [(x, "6e-6") for x in "42".split(",") ], time_threashold="2022-04-01 23:00:18", use_soft_score=use_soft_score)294clear_and_print(all_results)295all_results = []296# not good297# get_log_path = lambda prefix, task_name: f"logs/bart0-zeroshot_BART/RET_BART-unsupervised_rerank_bart0-2-16-512-{prefix[0]}-{task_name}-{prefix[1]}-2.log" 298# all_results += process_exp(get_log_path, [(x, "6e-6") for x in "42".split(",") ], time_threashold="2022-04-01 23:00:18", use_soft_score=use_soft_score)299# clear_and_print(all_results)300# all_results = []301# get_log_path = lambda prefix, task_name: f"logs/bart0-zeroshot_BART/RET_BART-unsupervised_rerank_roberta_baseI1-2-16-512-{prefix[0]}-{task_name}-{prefix[1]}-2.log" 302# all_results += process_exp(get_log_path, [(x, "6e-6") for x in "42".split(",") ], time_threashold="2022-04-01 23:00:18", use_soft_score=use_soft_score)303# clear_and_print(all_results)304# all_results = []305# get_log_path = lambda prefix, task_name: f"logs/bart0-zeroshot_BART/RET_BART-unsupervised_rerank_roberta_baseI01m-2-16-512-{prefix[0]}-{task_name}-{prefix[1]}-2.log" 306# all_results += process_exp(get_log_path, [(x, "6e-6") for x in "42".split(",") ], time_threashold="2022-04-01 23:00:18", use_soft_score=use_soft_score)307# clear_and_print(all_results)308# all_results = []309# big bench 310# print("BART0+Rerank")311# get_log_path = lambda prefix, task_name: f"logs/bart0-zeroshot_BART/RET_BART-unsupervised_rerank_roberta_base-2-16-512-{prefix[0]}-{task_name}-{prefix[1]}-2.log" 312# all_results += process_exp(get_log_path, [(x, "6e-6") for x in "42".split(",") ], time_threashold="2022-04-12 23:00:18", use_soft_score=use_soft_score)313# clear_and_print(all_results)314# all_results = []315# print("BART0")316# get_log_path = lambda prefix, task_name: f"logs/bart0-zeroshot_BART/RET_BART-unsupervised_no_none-1-16-512-{prefix[0]}-{task_name}-{prefix[1]}-2.log" 317# all_results += process_exp(get_log_path, [(x, "6e-6") for x in "42".split(",") ], time_threashold="2022-04-12 23:00:18", use_soft_score=use_soft_score)318# clear_and_print(all_results)319# all_results = []320# print("SBERT")321# get_log_path = lambda prefix, task_name: f"logs/bart0-zeroshot_SentenceTransformer/RET_SentenceTransformer-unsupervised_no_none-1-16-512-{prefix[0]}-{task_name}-{prefix[1]}-2.log" 322# all_results += process_exp(get_log_path, [(x, "6e-6") for x in "42".split(",") ], time_threashold="2022-04-12 23:00:18", use_soft_score=use_soft_score)323# clear_and_print(all_results)324# all_results = []325# print("Random")326# get_log_path = lambda prefix, task_name: f"logs/bart0-zeroshot_Random/RET_Random-unsupervised_no_none-1-16-512-{prefix[0]}-{task_name}-{prefix[1]}-2.log" 327# all_results += process_exp(get_log_path, [(x, "6e-6") for x in "42".split(",") ], time_threashold="2022-04-12 23:00:18", use_soft_score=use_soft_score)328# clear_and_print(all_results)329# all_results = []330 331# removal abalation 332# remove = "none"333# groupnames = [334# "none",335# "multiple_choice_qa",336# "summarization",337# "extractive_qa",338# "sentiment",339# "closed_book_qa",340# "structure_to_text",341# "topic_classification",342# "paraphrase_identification",343# ]344# for remove in groupnames:345# print(f"----{remove}-----")346# get_log_path = lambda prefix, task_name: f"logs/bart0-zeroshot_BART/RET_BART-unsupervised_rerank_roberta_base-{remove}-2-16-512-{prefix[0]}-{task_name}-{prefix[1]}-2.log" 347# all_results += process_exp(get_log_path, [(x, "6e-6") for x in "42".split(",") ], time_threashold="2022-04-01 23:00:18", use_soft_score=use_soft_score)348# clear_and_print(all_results)349# all_results = []350# =======================================351# get_log_path = lambda prefix, task_name: f"logs/bart0-zeroshot_BART/RET_BART-unsupervised_rerank_roberta_base-3-16-512-{prefix[0]}-{task_name}-{prefix[1]}-2.log" 352# all_results += process_exp(get_log_path, [(x, "6e-6") for x in "42".split(",") ], time_threashold="2022-04-01 23:00:18", use_soft_score=use_soft_score)353# clear_and_print(all_results)354# all_results = []355# get_log_path = lambda prefix, task_name: f"logs/bart0-zeroshot_BART/RET_BART-unsupervised_rerank_bart0_base-2-16-512-{prefix[0]}-{task_name}-{prefix[1]}-2.log" 356# all_results += process_exp(get_log_path, [(x, "6e-6") for x in "42".split(",") ], time_threashold="2022-04-01 23:00:18", use_soft_score=use_soft_score)357# clear_and_print(all_results)358# all_results = []359exit()360# get_log_path = lambda prefix, task_name: f"logs/bart0-zeroshot_BART/RET_BART-unsupervised_rerank-2-16-512-{prefix[0]}-{task_name}-{prefix[1]}-2.log" 361# all_results += process_exp(get_log_path, [(x, "6e-6") for x in "42".split(",") ], time_threashold="2022-03-06 00:00:18", use_soft_score=use_soft_score)362# clear_and_print(all_results)363# all_results = []364# get_log_path = lambda prefix, task_name: f"logs/bart0-zeroshot_SentenceTransformer/RET_SentenceTransformer-unsupervised_rerank-3-16-512-{prefix[0]}-{task_name}-{prefix[1]}-2.log" 365# all_results += process_exp(get_log_path, [(x, "6e-6") for x in "42".split(",") ], time_threashold="2022-03-02 12:00:18", use_soft_score=use_soft_score)366# clear_and_print(all_results)367# all_results = []368# get_log_path = lambda prefix, task_name: f"logs/bart0-zeroshot_TwoStage-BART-TRAINED/RET_TwoStage-BART-TRAINED-unsupervised_no-2-16-512-{prefix[0]}-{task_name}-{prefix[1]}-2.log" 369# all_results += process_exp(get_log_path, [(x, "6e-6") for x in "42".split(",") ], time_threashold="2022-03-02 12:00:18", use_soft_score=use_soft_score)370# clear_and_print(all_results)371# all_results = []372exit()373# -----------------------------------374print("-"*100)375get_log_path = lambda prefix, task_name: f"logs/bart0-zeroshot_Random/RET_Random-unsupervised_no-1-16-512-{prefix[0]}-{task_name}-{prefix[1]}-2.log" 376all_results += process_exp(get_log_path, [(x, "6e-6") for x in "2022".split(",") ], time_threashold="2022-03-02 12:00:18", use_soft_score=use_soft_score)377clear_and_print(all_results)378all_results = []379 380get_log_path = lambda prefix, task_name: f"logs/bart0-zeroshot_SentenceTransformer/RET_SentenceTransformer-unsupervised_no-1-16-512-{prefix[0]}-{task_name}-{prefix[1]}-2.log" 381all_results += process_exp(get_log_path, [(x, "6e-6") for x in "2022".split(",") ], time_threashold="2022-03-02 12:00:18", use_soft_score=use_soft_score)382clear_and_print(all_results)383all_results = []384get_log_path = lambda prefix, task_name: f"logs/bart0-zeroshot_BART/RET_BART-unsupervised_no-1-16-512-{prefix[0]}-{task_name}-{prefix[1]}-2.log" 385all_results += process_exp(get_log_path, [(x, "6e-6") for x in "2022".split(",") ], time_threashold="2022-03-03 12:00:18", use_soft_score=use_soft_score)386clear_and_print(all_results)387all_results = []388 389# print("*"*50)390# # get_log_path = lambda prefix, task_name: f"logs/bart0-zeroshot_Random/RET_Random-unsupervised_rerank-3-16-512-{prefix[0]}-{task_name}-{prefix[1]}-2.log" 391# # all_results += process_exp(get_log_path, [(x, "6e-6") for x in "2022".split(",") ], time_threashold="2022-03-02 12:00:18", use_soft_score=use_soft_score)392# # clear_and_print(all_results)393# # all_results = []394 395# # get_log_path = lambda prefix, task_name: f"logs/bart0-zeroshot_SentenceTransformer/RET_SentenceTransformer-unsupervised_rerank-3-16-512-{prefix[0]}-{task_name}-{prefix[1]}-2.log" 396# # all_results += process_exp(get_log_path, [(x, "6e-6") for x in "2022".split(",") ], time_threashold="2022-03-02 12:00:18", use_soft_score=use_soft_score)397# # clear_and_print(all_results)398# # all_results = []399# # get_log_path = lambda prefix, task_name: f"logs/bart0-zeroshot_BART/RET_BART-unsupervised_rerank-3-16-512-{prefix[0]}-{task_name}-{prefix[1]}-2.log" 400# # all_results += process_exp(get_log_path, [(x, "6e-6") for x in "2022".split(",") ], time_threashold="2022-03-02 12:00:18", use_soft_score=use_soft_score)401# # clear_and_print(all_results)402# # all_results = []403# get_log_path = lambda prefix, task_name: f"logs/bart0-zeroshot_vBART/RET_vBART-unsupervised_no-1-16-512-{prefix[0]}-{task_name}-{prefix[1]}-2.log" 404# all_results += process_exp(get_log_path, [(x, "6e-6") for x in "2022".split(",") ], time_threashold="2022-03-02 12:00:18", use_soft_score=use_soft_score)405# clear_and_print(all_results)406# all_results = []407# -------------------------------------408# get_log_path = lambda prefix, task_name: f"logs/bart0-zeroshot_BART/RET_BART-unsupervised_no-1-16-512-{prefix[0]}_scores-{task_name}-{prefix[1]}-2.log" 409# all_results += process_exp(get_log_path, [(x, "6e-6") for x in "42".split(",") ], time_threashold="2022-03-01 12:00:18", use_soft_score=use_soft_score)410# clear_and_print(all_results)411# all_results = []412# get_log_path = lambda prefix, task_name: f"logs/bart0-zeroshot_BART/RET_BART-unsupervised_no-1-32-512-{prefix[0]}-{task_name}-{prefix[1]}-2.log" 413# all_results += process_exp(get_log_path, [(x, "6e-6") for x in "42".split(",") ], time_threashold="2022-03-01 12:00:18", use_soft_score=use_soft_score)414# clear_and_print(all_results)415# all_results = []416# get_log_path = lambda prefix, task_name: f"logs/bart0-zeroshot_SentenceTransformer/RET_SentenceTransformer-unsupervised_rerank-5-32-512-{prefix[0]}-{task_name}-{prefix[1]}-2.log" 417# all_results += process_exp(get_log_path, [(x, "6e-6") for x in "42".split(",") ], time_threashold="2022-03-01 12:00:00", use_soft_score=use_soft_score)418# clear_and_print(all_results)419# all_results = []420# get_log_path = lambda prefix, task_name: f"logs/bart0-zeroshot_BART/RET_BART-unsupervised_rerank-3-32-512-{prefix[0]}-{task_name}-{prefix[1]}-2.log" 421# all_results += process_exp(get_log_path, [(x, "6e-6") for x in "42".split(",") ], time_threashold="2022-03-01 12:00:18", use_soft_score=use_soft_score)422# clear_and_print(all_results)423# all_results = []424# -------------------------------425# get_log_path = lambda prefix, task_name: f"logs/bart0-zeroshot_TRAINED/RET_TRAINED-unsupervised_rerank-5-32-512-{prefix[0]}-{task_name}-{prefix[1]}-2.log" 426# all_results += process_exp(get_log_path, [(x, "6e-6") for x in "42".split(",") ], time_threashold="2022-02-25 12:20:18", use_soft_score=use_soft_score)427# clear_and_print(all_results)428# all_results = []429# get_log_path = lambda prefix, task_name: f"logs/bart0-zeroshot_SentenceTransformer/RET_SentenceTransformer-unsupervised_rerank-5-32-512-{prefix[0]}-{task_name}-{prefix[1]}-2.log" 430# all_results += process_exp(get_log_path, [(x, "6e-6") for x in "42".split(",") ], time_threashold="2022-02-25 12:20:18", use_soft_score=use_soft_score)431# clear_and_print(all_results)432# all_results = []433# get_log_path = lambda prefix, task_name: f"logs/bart0-zeroshot_BART/RET_BART-unsupervised_rerank-5-32-512-{prefix[0]}-{task_name}-{prefix[1]}-2.log" 434# all_results += process_exp(get_log_path, [(x, "6e-6") for x in "42".split(",") ], time_threashold="2022-02-25 12:20:18", use_soft_score=use_soft_score)435# clear_and_print(all_results)436# all_results = []437# get_log_path = lambda prefix, task_name: f"logs/bart0-zeroshot_BART/RET_BART-unsupervised_no-1-32-1024-{prefix[0]}-{task_name}-{prefix[1]}-2.log" 438# all_results += process_exp(get_log_path, [(x, "6e-6") for x in "42".split(",") ], time_threashold="2022-02-25 12:20:18", use_soft_score=use_soft_score)439# clear_and_print(all_results)440# all_results = []441# get_log_path = lambda prefix, task_name: f"logs/bart0-zeroshot_BART/RET_BART-unsupervised_no-1-64-512-{prefix[0]}-{task_name}-{prefix[1]}-2.log" 442# all_results += process_exp(get_log_path, [(x, "6e-6") for x in "42".split(",") ], time_threashold="2022-02-28 12:20:18", use_soft_score=use_soft_score)443# clear_and_print(all_results)444# all_results = []445# get_log_path = lambda prefix, task_name: f"logs/bart0-zeroshot_BART/RET_BART-unsupervised_rerank-10-32-512-{prefix[0]}-{task_name}-{prefix[1]}-2.log" 446# all_results += process_exp(get_log_path, [(x, "6e-6") for x in "42".split(",") ], time_threashold="2022-02-25 12:20:18", use_soft_score=use_soft_score)447# clear_and_print(all_results)448# all_results = []449# get_log_path = lambda prefix, task_name: f"logs/bart0-zeroshot_TRAINED/RET_TRAINED-unsupervised_no-1-32-512-{prefix[0]}-{task_name}-{prefix[1]}-2.log" 450# all_results += process_exp(get_log_path, [(x, "6e-6") for x in "42".split(",") ], time_threashold="2022-02-25 12:20:18", use_soft_score=use_soft_score)451# clear_and_print(all_results)452# all_results = []453# get_log_path = lambda prefix, task_name: f"logs/bart0-zeroshot_Random/RET_Random-unsupervised_rerank(max)-5-32-512-{prefix[0]}-{task_name}-{prefix[1]}-2.log" 454# all_results += process_exp(get_log_path, [(x, "6e-6") for x in "42".split(",") ], time_threashold="2022-02-25 12:20:18", use_soft_score=use_soft_score)455# clear_and_print(all_results)456# all_results = []457# get_log_path = lambda prefix, task_name: f"logs/bart0-zeroshot_Random/RET_Random-unsupervised_rerank(sm)-3-32-512-{prefix[0]}-{task_name}-{prefix[1]}-2.log" 458# all_results += process_exp(get_log_path, [(x, "6e-6") for x in "42".split(",") ], time_threashold="2022-02-25 12:20:18", use_soft_score=use_soft_score)459# clear_and_print(all_results)460# all_results = []461# get_log_path = lambda prefix, task_name: f"logs/bart0-zeroshot_Random/RET_Random-unsupervised_rerank-10-32-512-{prefix[0]}-{task_name}-{prefix[1]}-2.log" 462# all_results += process_exp(get_log_path, [(x, "6e-6") for x in "42".split(",") ], time_threashold="2022-02-22 20:20:18", use_soft_score=use_soft_score)463# clear_and_print(all_results)464# all_results = []465# get_log_path = lambda prefix, task_name: f"logs/bart0-zeroshot_SentenceTransformer/RET_SentenceTransformer-unsupervised_rerank-5-32-512-{prefix[0]}-{task_name}-{prefix[1]}-2.log" 466# all_results += process_exp(get_log_path, [(x, "6e-6") for x in "42".split(",") ], time_threashold="2022-02-21 10:20:18", use_soft_score=use_soft_score)467# clear_and_print(all_results)468# all_results = []469# get_log_path = lambda prefix, task_name: f"logs/bart0-zeroshot_Random/RET_Random-unsupervised_rerank-64-512-{prefix[0]}-all-{prefix[1]}-1.log" 470# all_results += process_exp(get_log_path, [(x, "5e-6") for x in "42,1337,2333,2022,1213,43,1338,2334,2023,1214".split(",") ], time_threashold="2022-02-21 00:27:18", use_soft_score=use_soft_score)471# clear_and_print(all_results)472# all_results = []473# get_log_path = lambda prefix, task_name: f"logs/bart0-zeroshot_SentenceTransformer/RET_SentenceTransformer-unsupervised_rerank-64-1024-{prefix[0]}-all-{prefix[1]}-1.log" 474# all_results += process_exp(get_log_path, [(x, "5e-6") for x in "42,1337,2333,2022,1213,43,1338,2334,2023,1214".split(",") ], time_threashold="2022-02-12 00:27:18", use_soft_score=use_soft_score)475# clear_and_print(all_results)476# all_results = []477# clear_and_print(all_results)478# all_results = []479# # For Few-Shot Evalution480# get_log_path = lambda prefix, task_name: f"logs_backup/bart0-fewshot/FS_none-{prefix[0]}-{prefix[2]}-{task_name}-{prefix[1]}-{prefix[3]}.log" # for Few-shot481# all_results += process_exp(get_log_path, [(64, "1e-5", "True", 10)], time_threashold="2022-01-24 12:27:18", use_soft_score=use_soft_score)482# clear_and_print(all_results)483# all_results = []484# get_log_path = lambda prefix, task_name: f"logs/bart0-fewshot_Random/RET_Random-two-stage_no-{prefix[0]}-1024-42-{task_name}-5e-6-2.log" # for Few-shot485# all_results += process_exp(get_log_path, [("64", )], time_threashold="2022-02-11 00:27:18", use_soft_score=use_soft_score)486# clear_and_print(all_results)487# all_results = []488# get_log_path = lambda prefix, task_name: f"logs/bart0-fewshot_Random/RET_Random-two-stage_rerank-{prefix[0]}-1024-42-{task_name}-5e-6-2.log" # for Few-shot489# all_results += process_exp(get_log_path, [("64", )], time_threashold="2022-02-15 00:27:18", use_soft_score=use_soft_score)490# clear_and_print(all_results)491# get_log_path = lambda prefix, task_name: f"logs/bart0-fewshot_Random/RET_Random-mix-{prefix[0]}-512-42-{task_name}-6e-6-2.log" # for Few-shot492# all_results += process_exp(get_log_path, [("64", )], time_threashold="2022-01-11 00:27:18")493# logs/bart0-fewshot_Random/RET_Random-two-stage-64-512-42-ai2_arc-ARC-Challenge-6e-6-2.log494# # # For Zero-Shot + Random Ret Evalution495# get_log_path = lambda prefix, task_name: f"logs/BART0-zeroshot-retriever/random-{prefix[0]}-{task_name}/BART0-Random-{prefix[0]}-3331-3e-6-{prefix[1]}-zs-{task_name}.log" # for Few-shot496# all_results += process_exp(get_log_path, [(42, 200), (1337, 200), (2022, 200), (1213, 200), (2333, 200),])497# --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------498# For CSR-related499# all_results += process_exp(get_log_path, ["BART0_CSR"], time_threashold="2022-01-25 00:27:18", use_soft_score=use_soft_score) # , "T0_3B"500# get_log_path = lambda prefix, task_name: f"logs/csr-fewshot/FS_BART_none-{prefix[0]}-{prefix[2]}-{task_name}-{prefix[1]}-{prefix[3]}.log" # for Few-shot501# all_results += process_exp(get_log_path, [502# # (64, "1e-5", "True", 10, "v1"),503# (64, "1e-5", "True", 5, "v1")], time_threashold="2022-01-24 12:27:18")504# get_log_path = lambda prefix, task_name: f"logs/csr-fewshot/FS_BART0_CSR_none-{prefix[0]}-{prefix[2]}-{task_name}-{prefix[1]}-{prefix[3]}.log" # for Few-shot505# all_results += process_exp(get_log_path, [(64, "1e-5", "True", 5, "v2")], time_threashold="2022-01-24 12:27:18")506# get_log_path = lambda prefix, task_name: f"logs/csr-fewshot_Random/RET_BART_Random-two-stage-{prefix[0]}-512-42-{task_name}-6e-6-2.log" # for Few-shot507# all_results += process_exp(get_log_path, [("64", "Random" )], time_threashold="2022-01-11 00:27:18")508# get_log_path = lambda prefix, task_name: f"logs/csr-fewshot_{prefix[1]}/RET_BART0_CSR_{prefix[1]}-two-stage-{prefix[0]}-512-42-{task_name}-1e-5-3.log" # for Few-shot509# all_results += process_exp(get_log_path, [("64", "Random")], time_threashold="2022-01-11 00:27:18")510# all_results += process_exp(get_log_path, [("64", "SentenceTransformer")], time_threashold="2022-01-11 00:27:18")511# all_results += process_exp(get_log_path, [("64", "BART")], time_threashold="2022-01-11 00:27:18")512# Viz513# all_results_pd = pd.DataFrame(all_results).sort_values(by=['task']).drop_duplicates().groupby("task").sum().reset_index()514# all_results_pd = pd.DataFrame(all_results).sort_values(by=['task']).drop_duplicates().groupby("task").sum().reset_index()515# pd.options.display.float_format = '{:.2%}'.format516# print(all_results_pd)517# print(all_results_pd.to_csv(index=False))518# print(all_results_pd[["task", "BART0", "Random-0s@0", "SBERT-0s@0", "BART-0s@0"]].to_csv(index=False))519# print(all_results_pd[["task", "BART0", "Random-0s@1", "SBERT-0s@1", "BART-0s@1"]].to_csv(index=False))520# print(all_results_pd[["task", "BART0", "Random-0s@2", "SBERT-0s@2", "BART-0s@2"]].to_csv(index=False))521# print(all_results_pd[["task", "BART0", "Random-0s@3", "SBERT-0s@3", "BART-0s@3"]].to_csv(index=False))...
log.py
Source:log.py
...8 try:9 message = """{timestamp};{context};{alert_type};{title};{short_description};{description}""".\10 format(timestamp=timestamp,context=context,alert_type=alert_type,title=title,\11 short_description=short_description,description=description)12 path,filename = split(get_log_path())13 if not exists(path):14 makedirs(path)15 if not exists(get_log_path()):16 with open(get_log_path(), 'w'): pass17 f = open(get_log_path(), 'a')18 f.write(message+'\n')19 except Exception as e:20 print(e)21def readLog():22 df = pd.DataFrame()23 if exists(get_log_path()):24 df = pd.read_csv(get_log_path(), sep=';', names=['TIMESTAMP','CONTEXT','ALERT_TYPE','TITLE','SHORT_DESCRIPTION', \25 'DESCRIPTION'], engine='python') #,nrows=get_log_max_rows())26 df = df.sort_values(by=['TIMESTAMP'], ascending=False)27 return df[:get_log_max_rows()]28 return df29def readLastLogs():30 df = pd.DataFrame()31 if exists(get_log_path()):32 df = pd.read_csv(get_log_path(), sep=';', names=['TIMESTAMP','CONTEXT','ALERT_TYPE','TITLE','SHORT_DESCRIPTION', \33 'DESCRIPTION'], engine='python') #,nrows=5)34 df = df.sort_values(by=['TIMESTAMP'], ascending=False)35 return df[:5]...
literales.py
Source:literales.py
...20 21 return literal_txt22 23# Devuele información de tag dentro de LOGS24def get_log_path( name ):25 parent = 'LOGS'26 return get_literal(name, parent)27PATH_DEBUG = get_log_path('path_debug')28PATH_ERROR = get_log_path('path_error')29PATH_INFO = get_log_path('path_info')30PATH_WARN = get_log_path('path_warn')31NAME_DEBUG = get_log_path('name_debug')32NAME_ERROR = get_log_path('name_error')33NAME_INFO = get_log_path('name_info')34NAME_WARN = get_log_path('name_warn')35# CONST36# COLORS37COLOR_SUCCESS = '#00ff00' # Green38COLOR_INACTIVE = '#ffff66' # Yellow39COLOR_DANGER = '#ff0000' # Red40COLOR_DANGER_ACTIVE = '#cc0000' # Darker red41COLOR_WHITE = '#fff'42COLOR_BLACK = '#000'43COLOR_INTERMITENTE = '#FFC300'44COLOR_DISABLED = '#a1a5ab'45BG_COLOR = '#f5f5dc'46# FONTS47FONT_STYLE_TXT = ('Helvetica' , 14)48FONT_STYLE_TITLE = ('Helvetica' , 16, 'bold')...
test_monkey_log_path.py
Source:test_monkey_log_path.py
...4 if log_path.is_file():5 log_path.unlink()6@pytest.mark.parametrize("get_log_path", [get_agent_log_path, get_dropper_log_path])7def test_subsequent_calls_return_same_path(get_log_path):8 log_path_1 = get_log_path()9 assert log_path_1.is_file()10 log_path_2 = get_log_path()11 assert log_path_1 == log_path_212 delete_log_file(log_path_1)13def test_agent_dropper_paths_differ():14 agent_log_path = get_agent_log_path()15 dropper_log_path = get_dropper_log_path()16 assert agent_log_path != dropper_log_path17 for log_path in [agent_log_path, dropper_log_path]:...
Automation Testing Tutorials
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