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+-19.6,84.77,291.6,252.44,72.9,18,40.75 +53.3,84.77,291.6,252.44,72.9,18,85.45 +36.1,92.06,291.6,252.44,72.9,18,79.1 +18.9,99.35,291.6,252.44,72.9,18,15.81 \ No newline at end of file diff --git a/cffdrs/tests/conftest.py b/cffdrs/tests/conftest.py index f6f0f66..9b1b9f2 100644 --- a/cffdrs/tests/conftest.py +++ b/cffdrs/tests/conftest.py @@ -29,3 +29,22 @@ def fwi_test_data(): row["DSR"] = float(row["DSR"]) data.append(row) return data + + +@pytest.fixture +def hffmc_test_data(): + """Fixture to load test data from hffmc_test_data.csv""" + with open("cffdrs/data/hffmc_test_data.csv", "r") as f: + reader = csv.DictReader(f) + data = [] + for row in reader: + # convert all numeric columns to float + row["temp"] = float(row["temp"]) + row["rh"] = float(row["rh"]) + row["ws"] = float(row["ws"]) + row["prec"] = float(row["prec"]) + row["ffmc_old"] = float(row["ffmc_old"]) + row["time_step"] = float(row["time_step"]) + row["expected_hffmc"] = float(row["expected_hffmc"]) + data.append(row) + return data diff --git a/cffdrs/tests/test_fwi.py b/cffdrs/tests/test_fwi.py index ef8356f..d2cfe38 100644 --- a/cffdrs/tests/test_fwi.py +++ b/cffdrs/tests/test_fwi.py @@ -1,5 +1,26 @@ import pytest -from cffdrs.fwi import ffmc +from cffdrs.fwi import ffmc, dmc, dc, isi, bui, fwi + + +''' +Tabular test data are provided in Van Wagner and Pickett (1985): https://ostrnrcan-dostrncan.canada.ca/entities/publication/29706108-2891-4e5d-a59a-a77c96bc507c. +This test data set is available through the R cffdrs package. The following R script produces FWI System outputs that are within one decimal place of the test data published back in 1985, +the results of this script were saved into `fwi_test_data.csv` and a fixture was created for loading that data into tests: + +library(cffdrs) +data("test_fwi") +output <- fwi( + input = test_fwi, + init = data.frame(ffmc = 85, dmc = 6, dc = 15, lat = 40) +) +output[, c("FFMC", "DMC", "DC", "ISI", "BUI", "FWI")] <- round(output[, c("FFMC", "DMC", "DC", "ISI", "BUI", "FWI")], digits = 1) +output[, "DSR"] <- round(output[, "DSR"], digits = 2) + +# Save to CSV +write.csv(output, file = "./test_fwi_output.csv", row.names = FALSE) + +''' + def test_ffmc(fwi_test_data): @@ -21,3 +42,128 @@ def test_ffmc(fwi_test_data): ) current_ffmc = result + + +def test_dmc(fwi_test_data): + """Test dmc function using sequential test data from fwi_test_data.csv""" + initial_dmc = 6.0 + current_dmc = initial_dmc + + for row in fwi_test_data: + temp = row["TEMP"] + rh = row["RH"] + prec = row["PREC"] + lat = row["LAT"] + mon = row["MON"] + expected_dmc = row["DMC"] + + result = dmc(current_dmc, temp, rh, prec, lat, mon) + # Use a small tolerance for floating point comparison + assert pytest.approx(result, abs=0.1) == expected_dmc, ( + f"Failed for row: {row}, got {result}, expected {expected_dmc}" + ) + + current_dmc = result + + +def test_dc(fwi_test_data): + """Test dc function using sequential test data from fwi_test_data.csv""" + initial_dc = 15.0 + current_dc = initial_dc + + for row in fwi_test_data: + temp = row["TEMP"] + rh = row["RH"] + prec = row["PREC"] + lat = row["LAT"] + mon = row["MON"] + expected_dc = row["DC"] + + result = dc(current_dc, temp, rh, prec, lat, mon) + # Use a small tolerance for floating point comparison + assert pytest.approx(result, abs=0.1) == expected_dc, ( + f"Failed for row: {row}, got {result}, expected {expected_dc}" + ) + + current_dc = result + + +def test_isi(fwi_test_data): + """Test isi function using test data from fwi_test_data.csv""" + current_ffmc = 85.0 + + for row in fwi_test_data: + temp = row["TEMP"] + rh = row["RH"] + ws = row["WS"] + prec = row["PREC"] + expected_isi = row["ISI"] + + result_ffmc = ffmc(current_ffmc, temp, rh, ws, prec) + result = isi(result_ffmc, ws) + # Use a small tolerance for floating point comparison + assert pytest.approx(result, abs=0.1) == expected_isi, ( + f"Failed for row: {row}, got {result}, expected {expected_isi}" + ) + + current_ffmc = result_ffmc + + +def test_bui(fwi_test_data): + """Test bui function using test data from fwi_test_data.csv""" + current_ffmc = 85.0 + current_dmc = 6.0 + current_dc = 15.0 + + for row in fwi_test_data: + temp = row["TEMP"] + rh = row["RH"] + ws = row["WS"] + prec = row["PREC"] + lat = row["LAT"] + mon = row["MON"] + expected_bui = row["BUI"] + + result_ffmc = ffmc(current_ffmc, temp, rh, ws, prec) + result_dmc = dmc(current_dmc, temp, rh, prec, lat, mon) + result_dc = dc(current_dc, temp, rh, prec, lat, mon) + result = bui(result_dmc, result_dc) + # Use a small tolerance for floating point comparison + assert pytest.approx(result, abs=0.1) == expected_bui, ( + f"Failed for row: {row}, got {result}, expected {expected_bui}" + ) + + current_ffmc = result_ffmc + current_dmc = result_dmc + current_dc = result_dc + + +def test_fwi(fwi_test_data): + """Test fwi function using test data from fwi_test_data.csv""" + current_ffmc = 85.0 + current_dmc = 6.0 + current_dc = 15.0 + + for row in fwi_test_data: + temp = row["TEMP"] + rh = row["RH"] + ws = row["WS"] + prec = row["PREC"] + lat = row["LAT"] + mon = row["MON"] + expected_fwi = row["FWI"] + + result_ffmc = ffmc(current_ffmc, temp, rh, ws, prec) + result_dmc = dmc(current_dmc, temp, rh, prec, lat, mon) + result_dc = dc(current_dc, temp, rh, prec, lat, mon) + result_isi = isi(result_ffmc, ws) + result_bui = bui(result_dmc, result_dc) + result = fwi(result_isi, result_bui) + # Use a small tolerance for floating point comparison + assert pytest.approx(result, abs=0.1) == expected_fwi, ( + f"Failed for row: {row}, got {result}, expected {expected_fwi}" + ) + + current_ffmc = result_ffmc + current_dmc = result_dmc + current_dc = result_dc diff --git a/cffdrs/tests/test_hffmc.py b/cffdrs/tests/test_hffmc.py new file mode 100644 index 0000000..2c2af9a --- /dev/null +++ b/cffdrs/tests/test_hffmc.py @@ -0,0 +1,44 @@ +import pytest +from cffdrs.hourly_fine_fuel_moisture_code import hourly_fine_fuel_moisture_code + + +@pytest.mark.parametrize( + "temp, rh, ws, prec, ffmc_old, time_step", + [ + (-30, -10, 0, -10, 0, 0), + (42.9, -10, 0, -10, 0, 0), + (25.7, -2.71, 0, -10, 0, 0), + ], +) +def test_invalid_precip_raises_error(temp, rh, ws, prec, ffmc_old, time_step): + with pytest.raises(ValueError): + hourly_fine_fuel_moisture_code(temp, rh, ws, prec, ffmc_old, time_step) + + +@pytest.mark.parametrize( + "temp, rh, ws, prec, ffmc_old, time_step", + [ + (37.5, -10, 0, 55.61, 0, 0), + (20.3, -2.71, 0, 55.61, 0, 0), + (-19, 106.64, 0, 55.61, 0, 0), + (53.9, 106.64, 0, 55.61, 0, 0), + ], +) +def test_invalid_rh_raises_error(temp, rh, ws, prec, ffmc_old, time_step): + with pytest.raises(ValueError): + hourly_fine_fuel_moisture_code(temp, rh, ws, prec, ffmc_old, time_step) + + +def test_hourly_fine_fuel_moisture_code_cases( + hffmc_test_data +): + for row in hffmc_test_data: + temp = row["temp"] + rh = row["rh"] + ws = row["ws"] + prec = row["prec"] + ffmc_old = row["ffmc_old"] + time_step = row["time_step"] + expected_hffmc = row["expected_hffmc"] + result = hourly_fine_fuel_moisture_code(temp, rh, ws, prec, ffmc_old, time_step) + assert pytest.approx(expected_hffmc, abs=0.01) == result