morpheus.modules.file_batcher

(Latest Version)

Functions

file_batcher(builder)

This module loads the input files, removes files that are older than the chosen window of time, and then groups the remaining files by period that fall inside the window.

file_batcher(builder)[source]

This module loads the input files, removes files that are older than the chosen window of time, and then groups the remaining files by period that fall inside the window.

Parameters
builder: mrc.Builder

An mrc Builder object.

Notes

Configurable Parameters:
  • batching_options (dict): Options for batching; See below; Default: -

  • cache_dir (str): Cache directory; Example: /file_batcher_cache; Default: None

  • file_type (str): File type; Example: JSON; Default: JSON

  • filter_nulls (bool): Whether to filter null values; Example: false; Default: false

  • schema (dict): Data schema; See below; Default: [Required]

  • timestamp_column_name (str): Name of the timestamp column; Example: timestamp; Default: timestamp

batching_options:
  • end_time (datetime/string): Endtime of the time window; Example: “2023-03-14T23:59:59”; Default: None

  • iso_date_regex_pattern (str): Regex pattern for ISO date matching;

Example: “d{4}-d{2}-d{2}Td{2}:d{2}:d{2}”; Default: <iso_date_regex_pattern> - parser_kwargs (dict): Additional arguments for the parser; Example: {}; Default: {} - period (str): Time period for grouping files; Example: “1d”; Default: “1d” - sampling_rate_s (int): Sampling rate in seconds; Example: 60; Default: 60 - start_time (datetime/string): Start time of the time window; Example: “2023-03-01T00:00:00”; Default: None

schema:
  • encoding (str): Encoding; Example: “latin1”; Default: “latin1”

  • schema_str (str): Schema string; Example: “string”; Default: [Required]

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