dataprofiler package

Subpackages

• dataprofiler.data_readers package
  • Submodules
    • dataprofiler.data_readers.avro_data module
      • AVROData
    • dataprofiler.data_readers.base_data module
      • BaseData
    • dataprofiler.data_readers.csv_data module
      • CSVData
    • dataprofiler.data_readers.data module
      • Data
    • dataprofiler.data_readers.data_utils module
      • data_generator()
      • generator_on_file()
      • convert_int_to_string()
      • unicode_to_str()
      • json_to_dataframe()
      • read_json_df()
      • read_json()
      • reservoir()
      • rsample()
      • read_csv_df()
      • convert_unicode_col_to_utf8()
      • sample_parquet()
      • read_parquet_df()
      • read_text_as_list_of_strs()
      • detect_file_encoding()
      • detect_cell_type()
      • get_delimiter_regex()
      • find_nth_loc()
      • load_as_str_from_file()
      • is_valid_url()
      • url_to_bytes()
      • S3Helper
    • dataprofiler.data_readers.filepath_or_buffer module
      • is_stream_buffer()
      • FileOrBufferHandler
    • dataprofiler.data_readers.graph_data module
      • GraphData
    • dataprofiler.data_readers.json_data module
      • JSONData
    • dataprofiler.data_readers.parquet_data module
      • ParquetData
    • dataprofiler.data_readers.structured_mixins module
      • SpreadSheetDataMixin
    • dataprofiler.data_readers.text_data module
      • TextData
  • Module contents
• dataprofiler.labelers package
  • Submodules
    • dataprofiler.labelers.base_data_labeler module
      • BaseDataLabeler
      • TrainableDataLabeler
    • dataprofiler.labelers.base_model module
      • AutoSubRegistrationMeta
      • BaseModel
      • BaseTrainableModel
    • dataprofiler.labelers.char_load_tf_model module
      • CharLoadTFModel
    • dataprofiler.labelers.character_level_cnn_model module
      • build_embd_dictionary()
      • create_glove_char()
      • ThreshArgMaxLayer
      • EncodingLayer
      • CharacterLevelCnnModel
    • dataprofiler.labelers.classification_report_utils module
      • convert_confusion_matrix_to_MCM()
      • precision_recall_fscore_support()
      • classification_report()
    • dataprofiler.labelers.column_name_model module
      • ColumnNameModel
    • dataprofiler.labelers.data_labelers module
      • train_structured_labeler()
      • UnstructuredDataLabeler
      • StructuredDataLabeler
      • DataLabeler
    • dataprofiler.labelers.data_processing module
      • AutoSubRegistrationMeta
      • BaseDataProcessor
      • BaseDataPreprocessor
      • BaseDataPostprocessor
      • DirectPassPreprocessor
      • CharPreprocessor
      • CharEncodedPreprocessor
      • CharPostprocessor
      • StructCharPreprocessor
      • StructCharPostprocessor
      • RegexPostProcessor
      • StructRegexPostProcessor
      • ColumnNameModelPostprocessor
    • dataprofiler.labelers.labeler_utils module
      • f1_report_dict_to_str()
      • evaluate_accuracy()
      • get_tf_layer_index_from_name()
      • hide_tf_logger_warnings()
      • protected_register_keras_serializable()
      • FBetaScore
      • F1Score
    • dataprofiler.labelers.regex_model module
      • RegexModel
    • dataprofiler.labelers.utils module
      • warn_missing_module()
      • require_module()
  • Module contents
• dataprofiler.plugins package
  • Submodules
    • dataprofiler.plugins.decorators module
      • plugin_decorator()
  • Module contents
    • load_plugins()
    • get_plugins()
• dataprofiler.profilers package
  • Subpackages
    • dataprofiler.profilers.helpers package
      • Submodules
      • Module contents
  • Submodules
    • dataprofiler.profilers.base_column_profilers module
      • BaseColumnProfiler
      • BaseColumnPrimitiveTypeProfiler
    • dataprofiler.profilers.categorical_column_profile module
      • CategoricalColumn
    • dataprofiler.profilers.column_profile_compilers module
      • BaseCompiler
      • ColumnPrimitiveTypeProfileCompiler
      • ColumnStatsProfileCompiler
      • ColumnDataLabelerCompiler
      • UnstructuredCompiler
    • dataprofiler.profilers.data_labeler_column_profile module
      • DataLabelerColumn
    • dataprofiler.profilers.datetime_column_profile module
      • DateTimeColumn
    • dataprofiler.profilers.float_column_profile module
      • FloatColumn
    • dataprofiler.profilers.graph_profiler module
      • GraphProfiler
    • dataprofiler.profilers.histogram_utils module
    • dataprofiler.profilers.int_column_profile module
      • IntColumn
    • dataprofiler.profilers.json_decoder module
      • get_column_profiler_class()
      • get_compiler_class()
      • get_option_class()
      • get_profiler_class()
      • get_structured_col_profiler_class()
      • load_column_profile()
      • load_compiler()
      • load_option()
      • load_profiler()
      • load_structured_col_profiler()
    • dataprofiler.profilers.json_encoder module
      • ProfileEncoder
    • dataprofiler.profilers.numerical_column_stats module
      • abstractstaticmethod
      • NumericStatsMixin
    • dataprofiler.profilers.order_column_profile module
      • Comparable
      • OrderColumn
    • dataprofiler.profilers.profile_builder module
      • StructuredColProfiler
      • BaseProfiler
      • UnstructuredProfiler
      • StructuredProfiler
      • Profiler
    • dataprofiler.profilers.profiler_options module
      • BaseOption
      • BooleanOption
      • HistogramAndQuantilesOption
      • ModeOption
      • BaseInspectorOptions
      • NumericalOptions
      • IntOptions
      • PrecisionOptions
      • FloatOptions
      • TextOptions
      • DateTimeOptions
      • OrderOptions
      • CategoricalOptions
      • CorrelationOptions
      • HyperLogLogOptions
      • UniqueCountOptions
      • RowStatisticsOptions
      • DataLabelerOptions
      • TextProfilerOptions
      • StructuredOptions
      • UnstructuredOptions
      • ProfilerOptions
    • dataprofiler.profilers.profiler_utils module
      • recursive_dict_update()
      • KeyDict
      • shuffle_in_chunks()
      • warn_on_profile()
      • partition()
      • auto_multiprocess_toggle()
      • suggest_pool_size()
      • generate_pool()
      • overlap()
      • add_nested_dictionaries()
      • biased_skew()
      • biased_kurt()
      • Subtractable
      • find_diff_of_numbers()
      • find_diff_of_strings_and_bools()
      • find_diff_of_lists_and_sets()
      • find_diff_of_dates()
      • find_diff_of_dicts()
      • find_diff_of_matrices()
      • find_diff_of_dicts_with_diff_keys()
      • get_memory_size()
      • method_timeit()
      • perform_chi_squared_test_for_homogeneity()
      • chunk()
      • merge()
      • merge_profile_list()
      • reload_labeler_from_options_or_get_new()
    • dataprofiler.profilers.text_column_profile module
      • TextColumn
    • dataprofiler.profilers.unstructured_labeler_profile module
      • UnstructuredLabelerProfile
    • dataprofiler.profilers.unstructured_text_profile module
      • TextProfiler
  • Module contents
• dataprofiler.reports package
  • Submodules
    • dataprofiler.reports.graphs module
    • dataprofiler.reports.utils module
      • warn_missing_module()
      • require_module()
  • Module contents
• dataprofiler.validators package
  • Submodules
    • dataprofiler.validators.base_validators module
      • is_in_range()
      • is_in_list()
      • Validator
  • Module contents

Submodules

• dataprofiler.dp_logging module
  • get_logger()
  • set_verbosity()
  • get_child_logger()
• dataprofiler.rng_utils module
  • get_random_number_generator()
• dataprofiler.settings module

Module contents

Package for dataprofiler.

dataprofiler.set_seed(seed=None)