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Data.read_many

Data.read_manypathsformatreturnon_problems

Group: File
Aliases: load, open

Documentation​

Reads a list of files into Enso.

Arguments​

  • paths: A list of files to load. It can be a Vector, Column or Table of files, paths or URIs to fetch. If a Table is provided, it must either contain a single column or a column called path (case insensitive).
  • format: A File_Format object used to read file into memory. If Auto_Detect is specified, the provided file determines the specific type and configures it appropriately. A File_Error.Unsupported_Type error is returned if it cannot match the type.
  • return: Specifies the shape of the data to return.
  • on_problems: Specifies the behavior when a problem occurs during the function. By default, if one of the files fails to load, a warning is issued and the entry for that file becomes Nothing, but the operation proceeds. If set to Report_Error, the operation fails with a dataflow error on the first failing file. If set to Ignore, the operation proceeds without errors or warnings, replacing files that fail to load with Nothing.

Examples​

Read all CSV files from a directory into a single merged table.​

      from Standard.Table import all
      import Standard.Examples

      files = Data.list name_filter="*.csv"
      example_csv_dir_to_table = Data.read_many files

Remarks​

Request Caching​

Responses to HTTP data requests are cached, and additional requests for the same resources will use the cache, saving a round-trip call to the remote server. Two resources are considered the same if the URIs and request headers are the same. Header order does not affect sameness. The cache respects the "max-age" and "Age" response headers; see Data.fetch for more details. The cached values are retained as long as the project remains open. Closing a project will clear the cache.