Merge branch 'master' into 'main'

dataset: 'gaia'

base_path: '.'

demo_path: 'data/gaia/demo'

label: 'demo_1100'

parse:

  nodes: 'dbservice1 dbservice2 logservice1 logservice2 mobservice1 mobservice2 redisservice1 redisservice2 webservice1 webservice2'

  parse_dir: 'parse'

  metric_path: 'anomalies/demo_metric.json'

  trace_path: 'anomalies/demo_trace.json' 

  log_path: 'anomalies/stratification_logs.npy' 

  save_path: 'parse/stratification_texts.pkl' 

fasttext:

  supervised: True

  dataset: 'gaia'

  nodes: 'dbservice1 dbservice2 logservice1 logservice2 mobservice1 mobservice2 redisservice1 redisservice2 webservice1 webservice2'

  text_path: 'parse/stratification_texts.pkl'

  fasttext_dir: 'fasttext'

  temp_dir: 'fasttext/temp'

  train_path: 'fasttext/temp/train.txt'

  test_path: 'fasttext/temp/test.txt'

  train_da_path: 'fasttext/temp/train_da.txt'

  save_path: 'fasttext/event_embedding.pkl'

  vector_dim: 100

  sample_count: 1000

  edit_count: 1

  da_method: 'w2v'

  minCount: 1

  epoch: 5

sentence_embedding:

  K_S: 10 

  train_path: 'fasttext/temp/train.txt'

  test_path: 'fasttext/temp/test.txt'

  source_path: 'fasttext/event_embedding.pkl'

  save_path: 'sentence_embedding.pkl'

he_dgl:

  nodes: 'dbservice1 dbservice2 logservice1 logservice2 mobservice1 mobservice2 redisservice1 redisservice2 webservice1 webservice2'

  dataset: 'gaia'

  heterogeneous: False 

  data_dir: ''

  save_dir: 'dgl/stratification_10'

  Xs: 'sentence_embedding.pkl'

  run_table: 'gaia_resplit.csv' # 'demo_train160.csv'

  aug: False

  aug_size: 0

  N_S: 5 

  N_A: 5

  TOPK_SA: 10

  save_model: False

  epoch: 6000 

  batch_size: 1000 

  win_size: 10

  win_threshold: 0.0001

  lr: 0.001

  weight_decay: 0.0001

  seed: 2

  text_path: 'parse/stratification_texts.pkl'

source_data_path: 'data/gaia/source_data'

event_path: 'data/gaia/events'

feature_path: 'data/gaia/feature'

result_path: 'result/gaia/analysis'

exploration_path: 'exploration/gaia/pics'

trace_path: 'data/gaia/demo/trace'

log_path: 'data/gaia/demo/log'

metric_path: 'data/gaia/demo/metric'

feature_list:

  0: TFIDF_X

  1: BOW_X

  2: NGram_X

  3: TFIDF_BOW_NGram_X

  4: TFIDF_BOW_X

  5: TFIDF_NGram_X,

  6: BOW_NGram_X

feature: feature_list[0]

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