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Dataset classes

These are subclasses of CesnetDataset representing individual datasets available in cesnet-datazoo.

datasets.datasets.CESNET_TLS22

Bases: CesnetDataset

Dataset class for CESNET-TLS22.

Source code in cesnet_datazoo\datasets\datasets.py 
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class CESNET_TLS22(CesnetDataset):
    """Dataset class for [CESNET-TLS22][cesnet-tls22]."""
    name = "CESNET-TLS22"
    database_filename = "CESNET-TLS22.h5"
    bucket_url = "https://liberouter.org/datazoo/download?bucket=cesnet-tls22"
    available_dates = _CESNET_TLS22_AVAILABLE_DATES
    time_periods = {
        "W-2021-40": ["20211004", "20211005", "20211006", "20211007", "20211008", "20211009", "20211010"],
        "W-2021-41": ["20211011", "20211012", "20211013", "20211014", "20211015", "20211016", "20211017"],
    }
    default_train_period_name = "W-2021-40"
    default_test_period_name = "W-2021-41"
    _tables_app_enum = _CESNET_TLS22_TABLES_APP_ENUM
    _tables_cat_enum = _CESNET_TLS22_TABLES_CATEGORY_ENUM

datasets.datasets.CESNET_QUIC22

Bases: CesnetDataset

Dataset class for CESNET-QUIC22.

Source code in cesnet_datazoo\datasets\datasets.py 
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class CESNET_QUIC22(CesnetDataset):
    """Dataset class for [CESNET-QUIC22][cesnet-quic22]."""
    name = "CESNET-QUIC22"
    database_filename = "CESNET-QUIC22.h5"
    bucket_url = "https://liberouter.org/datazoo/download?bucket=cesnet-quic22"
    available_dates = _CESNET_QUIC22_AVAILABLE_DATES
    time_periods = {
        "W-2022-44": ["20221031", "20221101", "20221102", "20221103", "20221104", "20221105", "20221106"],
        "W-2022-45": ["20221107", "20221108", "20221109", "20221110", "20221111", "20221112", "20221113"],
        "W-2022-46": ["20221114", "20221115", "20221116", "20221117", "20221118", "20221119", "20221120"],
        "W-2022-47": ["20221121", "20221122", "20221123", "20221124", "20221125", "20221126", "20221127"],
        "W45-47": ["20221107", "20221108", "20221109", "20221110", "20221111", "20221112", "20221113",
                   "20221114", "20221115", "20221116", "20221117", "20221118", "20221119", "20221120",
                   "20221121", "20221122", "20221123", "20221124", "20221125", "20221126", "20221127"],
    }
    default_train_period_name = "W-2022-44"
    default_test_period_name = "W-2022-45"
    _tables_app_enum = _CESNET_QUIC22_TABLES_APP_ENUM
    _tables_cat_enum = _CESNET_QUIC22_TABLES_CATEGORY_ENUM

datasets.datasets.CESNET_TLS_Year22

Bases: CesnetDataset

Dataset class for CESNET-TLS-Year22.

Source code in cesnet_datazoo\datasets\datasets.py 
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class CESNET_TLS_Year22(CesnetDataset):
    """Dataset class for [CESNET-TLS-Year22][cesnet-tls-year22]."""
    name = "CESNET-TLS-Year22"
    database_filename = "CESNET-TLS-Year22.h5"
    bucket_url = "https://liberouter.org/datazoo/download?bucket=cesnet-tls-year22"
    available_dates = _CESNET_TLS_YEAR22_AVAILABLE_DATES
    time_periods = _CESNET_TLS_YEAR22_TIME_PERIODS
    default_train_period_name = "M-2022-9"
    default_test_period_name = "M-2022-10"
    _tables_app_enum = _CESNET_TLS_YEAR22_TABLES_APP_ENUM
    _tables_cat_enum = _CESNET_TLS_YEAR22_TABLES_CATEGORY_ENUM