captest.io.DataLoader

class captest.io.DataLoader(path: str = './data/', loc: dict | None = None, sys: dict | None = None, file_reader: object = <function file_reader>, files_to_load: list | None = None, failed_to_load: list | None = None)

Class to load SCADA data and return a CapData object.

Supports loading from local filesystems and S3 buckets. The optional``s3fs`` package must be installed for S3 support.

__init__(path: str = './data/', loc: dict | None = None, sys: dict | None = None, file_reader: object = <function file_reader>, files_to_load: list | None = None, failed_to_load: list | None = None) → None

Methods

__init__([path, loc, sys, file_reader, ...])
drop_duplicate_rows()
file_reader(**kwargs)	Read measured solar data from a csv file.
join_files()	Combine the DataFrames of loaded_files into a single DataFrame.
load([extension, summary, verbose, ...])	Load file(s) of timeseries data from SCADA / DAS systems.
reindex()
reindex_loaded_files([verbose])	Reindex files to ensure no missing indices and find frequency for each file.
set_files_to_load([extension])	Set files_to_load attribute to a list of filepaths.
sort_data()

Attributes

failed_to_load
files_to_load
loc
path
sys