def test_coal_heat_rate_by_unit(pudl_out_mcoe, live_dbs):
"""Validate Coal Capacity Factors are within reasonable limits."""
if not live_dbs:
pytest.skip("Data validation only works with a live PUDL DB.")
if pudl_out_mcoe.freq is None:
pytest.skip()
for args in pv.mcoe_coal_heat_rate:
pv.vs_bounds(pudl_out_mcoe.mcoe(), **args)
def test_coal_capacity_factor(pudl_out_mcoe, live_pudl_db):
"""Validate Coal Capacity Factors are within reasonable limits."""
if not live_pudl_db:
raise AssertionError("Data validation only works with a live PUDL DB.")
if pudl_out_mcoe.freq is None:
pytest.skip()
for args in pv.mcoe_coal_capacity_factor:
pv.vs_bounds(pudl_out_mcoe.mcoe(), **args)
def test_fuel_cost_per_mmbtu(pudl_out_mcoe, live_dbs):
"""Verify that fuel costs per mmbtu are reasonable for coal & gas."""
if not live_dbs:
pytest.skip("Data validation only works with a live PUDL DB.")
# The annual numbers for MCOE costs have too many NA values:
if pudl_out_mcoe.freq != "MS":
pytest.skip()
for args in pv.mcoe_self_fuel_cost_per_mmbtu:
pv.vs_self(pudl_out_mcoe.mcoe(), **args)
for args in pv.mcoe_fuel_cost_per_mmbtu:
pv.vs_bounds(pudl_out_mcoe.mcoe(), **args)
def test_vs_bounds(pudl_out_ferc1, live_pudl_db, cases):
"""Test distributions of calculated fuel by plant values."""
if not live_pudl_db:
raise AssertionError("Data validation only works with a live PUDL DB.")
fbp_ferc1 = pudl_out_ferc1.fbp_ferc1()
for f in ["gas", "oil", "coal", "waste", "nuclear", "other"]:
fbp_ferc1[f"{f}_cost_per_mmbtu"] = (
(fbp_ferc1[f"{f}_fraction_cost"] * fbp_ferc1["fuel_cost"]) /
(fbp_ferc1[f"{f}_fraction_mmbtu"] * fbp_ferc1["fuel_mmbtu"]))
for case in cases:
pv.vs_bounds(fbp_ferc1, **case)
def test_vs_bounds(pudl_out_ferc1, live_dbs, cases):
"""Test distributions of reported plants_steam_ferc1 columns."""
if not live_dbs:
pytest.skip("Data validation only works with a live PUDL DB.")
for case in cases:
pv.vs_bounds(pudl_out_ferc1.fuel_ferc1(), **case)
