prereise.gather.solardata package

Subpackages

• prereise.gather.solardata.ga_wind package
  • Submodules
  • prereise.gather.solardata.ga_wind.ga_wind module
    • retrieve_data()
  • prereise.gather.solardata.ga_wind.helpers module
    • ll2ij()
  • Module contents
• prereise.gather.solardata.nsrdb package
  • Subpackages
    • prereise.gather.solardata.nsrdb.tests package
      • Submodules
      • prereise.gather.solardata.nsrdb.tests.test_nrel_api module
      • Module contents
  • Submodules
  • prereise.gather.solardata.nsrdb.naive module
    • retrieve_data()
  • prereise.gather.solardata.nsrdb.nrel_api module
    • NrelApi
      • NrelApi.get_psm3_at()
    • Psm3Data
      • Psm3Data.allowed_attrs
      • Psm3Data.check_attrs()
      • Psm3Data.data_resource
      • Psm3Data.elevation
      • Psm3Data.lat
      • Psm3Data.lon
      • Psm3Data.rename_attrs
      • Psm3Data.to_dict()
      • Psm3Data.tz
  • prereise.gather.solardata.nsrdb.sam module
    • calculate_power()
    • generate_timestamps_without_leap_day()
    • retrieve_data_blended()
    • retrieve_data_individual()
  • Module contents
• prereise.gather.solardata.tests package
  • Submodules
  • prereise.gather.solardata.tests.mock_pv_info module
    • create_mock_pv_info()
  • prereise.gather.solardata.tests.test_helpers module
    • test_plant_id_unique_location()
    • test_plant_id_unique_location_type()
    • test_plant_id_unique_location_value()
    • test_to_reise()
    • test_to_reise_type()
    • test_to_reise_value()
  • prereise.gather.solardata.tests.test_pv_tracking module
    • test_ratio_state_with_multiple_plants_and_tracking_systems()
    • test_ratio_state_with_single_plant_and_multiple_tracking()
    • test_ratio_state_with_single_plant_and_unique_tracking()
    • test_state_exists()
    • test_state_type()
    • test_state_with_solar_return_3ple()
    • test_state_without_no_solar_return_none()
    • test_sum_ratio_state_with_multiple_plants_and_tracking_systems()
    • test_sum_ratio_state_with_single_plant_and_multiple_tracking_systems()
    • test_sum_ratio_state_with_single_plant_and_tracking_system()
  • Module contents

Submodules

prereise.gather.solardata.helpers module

prereise.gather.solardata.helpers.get_plant_id_unique_location(plant)

Identify unique location among plants.

Parameters:

plant (pandas.DataFrame) – plant data frame.

Returns:

(dict) – keys are coordinates. Values is a list of ‘plant_id’.

Raises:

• TypeError – if ‘plant’ is not a data frame.

• ValueError – if ‘plant_id’ is not the index and/or ‘lat’ and ‘lon’ are not among the columns.

prereise.gather.solardata.helpers.to_reise(data)

Format data for REISE.

Parameters:

data (pandas.DataFrame) – data frame as returned by prereise.gather.solardata.nsrdb.naive.retrieve_data(), prereise.gather.solardata.ga_wind.ga_wind.retrieve_data()

Returns:

(pandas.DataFrame) – data frame formatted for REISE.

Raises:

• TypeError – if ‘data’ is not a data frame.

• ValueError – if ‘Pout’, ‘plant_id’, ‘ts’ and ‘ts_id’ are not among the columns.

prereise.gather.solardata.pv_tracking module

prereise.gather.solardata.pv_tracking.get_pv_tracking_data()

Load solar PV information from EIA860 for all plants installed in 2016.

Returns:

(pandas.DataFrame) – solar pv plant information as found in form EIA860

prereise.gather.solardata.pv_tracking.get_pv_tracking_ratio_state(pv_info, state)

Get solar PV tracking technology ratios for the query state in 2016 from EIA860

Parameters:

• pv_info (pandas.DataFrame) – solar pv plant information as found in form EIA860 as returned by get_pv_tracking_data().

• state (list) – the query state(s).

Returns:

(tuple) – tracking technology proportion (fix, 1-axis, 2-axis) for the query state in 2016.

Raises:

ValueError – if state is invalid.

Module contents