Function readCSV

Parameters

• pathOrBody: string | Buffer<ArrayBufferLike>

  path or buffer or string

  • path: Path to a file or a file like string. Any valid filepath can be used. Example: file.csv.
  • body: String or buffer to be read as a CSV
• Optionaloptions: Partial<ReadCsvOptions>

  • inferSchemaLength

    Maximum number of lines to read to infer schema. If set to 0, all columns will be read as pl.Utf8. If set to null, a full table scan will be done (slow).

  • nRows

    After n rows are read from the CSV, it stops reading. During multi-threaded parsing, an upper bound of n rows cannot be guaranteed.

  • batchSize

    Number of lines to read into the buffer at once. Modify this to change performance.

  • hasHeader

    Indicate if first row of dataset is header or not. If set to False first row will be set to column_x, x being an enumeration over every column in the dataset.

  • ignoreErrors

    Try to keep reading lines if some lines yield errors.

  • endRows

    After n rows are read from the CSV, it stops reading. During multi-threaded parsing, an upper bound of n rows cannot be guaranteed.

  • startRows

    Start reading after startRows position.

  • projection

    Indices of columns to select. Note that column indices start at zero.

  • sep

    Character to use as delimiter in the file.

  • columns

    Columns to select.

  • rechunk

    Make sure that all columns are contiguous in memory by aggregating the chunks into a single array.

  • encoding

    Allowed encodings: utf8, utf8-lossy. Lossy means that invalid utf8 values are replaced with � character.

  • numThreads

    Number of threads to use in csv parsing. Defaults to the number of physical cpu's of your system.

  • dtype

    Overwrite the dtypes during inference.

  • schema

    Set the CSV file's schema. This only accepts datatypes that are implemented in the csv parser and expects a complete Schema.

  • lowMemory

    Reduce memory usage in expense of performance.

  • commentChar

    character that indicates the start of a comment line, for instance '#'.

  • quoteChar

    character that is used for csv quoting, default = ''. Set to null to turn special handling and escaping of quotes off.

  • nullValues

    Values to interpret as null values. You can provide a - string -> all values encountered equal to this string will be null - Array<string> -> A null value per column. - Record<string,string> -> An object or map that maps column name to a null value string.Ex. {"column_1": 0}

  • parseDates

    Whether to attempt to parse dates or not