logai package

Subpackages

• logai.algorithms package
  • Subpackages
    • logai.algorithms.anomaly_detection_algo package
      • Submodules
      • logai.algorithms.anomaly_detection_algo.anomaly_detector_het module
      • logai.algorithms.anomaly_detection_algo.dbl module
      • logai.algorithms.anomaly_detection_algo.distribution_divergence module
      • logai.algorithms.anomaly_detection_algo.ets module
      • logai.algorithms.anomaly_detection_algo.forecast_nn module
      • logai.algorithms.anomaly_detection_algo.isolation_forest module
      • logai.algorithms.anomaly_detection_algo.local_outlier_factor module
      • logai.algorithms.anomaly_detection_algo.logbert module
      • logai.algorithms.anomaly_detection_algo.one_class_svm module
      • Module contents
    • logai.algorithms.categorical_encoding_algo package
      • Submodules
      • logai.algorithms.categorical_encoding_algo.label_encoding module
      • logai.algorithms.categorical_encoding_algo.one_hot_encoding module
      • logai.algorithms.categorical_encoding_algo.ordinal_encoding module
      • Module contents
    • logai.algorithms.clustering_algo package
      • Submodules
      • logai.algorithms.clustering_algo.birch module
      • logai.algorithms.clustering_algo.dbscan module
      • logai.algorithms.clustering_algo.kmeans module
      • Module contents
    • logai.algorithms.nn_model package
      • Subpackages
      • Submodules
      • logai.algorithms.nn_model.transformers module
      • Module contents
    • logai.algorithms.parsing_algo package
      • Submodules
      • logai.algorithms.parsing_algo.ael module
      • logai.algorithms.parsing_algo.drain module
      • logai.algorithms.parsing_algo.iplom module
      • Module contents
    • logai.algorithms.vectorization_algo package
      • Submodules
      • logai.algorithms.vectorization_algo.fasttext module
      • logai.algorithms.vectorization_algo.forecast_nn module
      • logai.algorithms.vectorization_algo.logbert module
      • logai.algorithms.vectorization_algo.semantic module
      • logai.algorithms.vectorization_algo.sequential module
      • logai.algorithms.vectorization_algo.tfidf module
      • logai.algorithms.vectorization_algo.word2vec module
      • Module contents
  • Submodules
  • logai.algorithms.algo_interfaces module
  • logai.algorithms.factory module
    • AlgorithmFactory
      • AlgorithmFactory.get_algorithm()
      • AlgorithmFactory.get_algorithm_class()
      • AlgorithmFactory.get_config()
      • AlgorithmFactory.get_config_class()
      • AlgorithmFactory.instance
      • AlgorithmFactory.register()
      • AlgorithmFactory.unregister()
  • Module contents
• logai.analysis package
  • Submodules
  • logai.analysis.anomaly_detector module
  • logai.analysis.clustering module
  • logai.analysis.nn_anomaly_detector module
  • Module contents
• logai.applications package
  • Subpackages
    • logai.applications.openset package
      • Subpackages
      • Module contents
  • Submodules
  • logai.applications.application_interfaces module
  • logai.applications.auto_log_summarization module
  • logai.applications.log_anomaly_detection module
  • logai.applications.log_clustering module
  • Module contents
• logai.dataloader package
  • Submodules
  • logai.dataloader.data_loader module
  • logai.dataloader.data_loader_utils module
  • logai.dataloader.data_model module
  • logai.dataloader.openset_data_loader module
  • Module contents
• logai.information_extraction package
  • Submodules
  • logai.information_extraction.categorical_encoder module
  • logai.information_extraction.feature_extractor module
  • logai.information_extraction.log_parser module
  • logai.information_extraction.log_vectorizer module
  • Module contents
• logai.preprocess package
  • Submodules
  • logai.preprocess.bgl_preprocessor module
  • logai.preprocess.hdfs_preprocessor module
  • logai.preprocess.openset_partitioner module
  • logai.preprocess.openset_preprocessor module
  • logai.preprocess.partitioner module
  • logai.preprocess.preprocessor module
  • logai.preprocess.thunderbird_preprocessor module
  • Module contents
• logai.utils package
  • Submodules
  • logai.utils.constants module
    • Field
      • Field.ATTRIBUTES
      • Field.BODY
      • Field.LABELS
      • Field.RESOURCE
      • Field.SPAN_ID
      • Field.TIMESTAMP
  • logai.utils.dataset_utils module
  • logai.utils.evaluate module
  • logai.utils.file_utils module
  • logai.utils.functions module
  • logai.utils.tokenize module
    • replace_delimeters()
    • tokenize()
  • Module contents

Submodules

logai.config_interfaces module

class logai.config_interfaces.Config

Bases: ABC

as_dict()

classmethod from_dict(config_dict)

Loads a config from a config dict.

Parameters:

config_dict – The config parameters in a dict.

Module contents