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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -1,54 +1,62 @@ | ||
| from fanchart import load_boe_parameters, load_boe_history, fan, fan_single, fan_dark, fan_single_dark | ||
| import numpy as np | ||
| import unittest | ||
|
|
||
| SAVE = False | ||
| SAVE_PATH ='../docs/source/_static/' | ||
| def test_plot_fan(): | ||
| parameters = load_boe_parameters() | ||
| history = load_boe_history() | ||
| probs = np.arange(0.05, 1, 0.05) | ||
| fan(pars=parameters, probs=probs, historic=history) | ||
| fan(pars=parameters, probs=probs, historic=history[history.Date >= '2018']) | ||
| fan(pars=parameters, probs=np.arange(0.05, 1, 0.05), historic=history[history.Date >= '2018'], color='teal') | ||
| fan_dark(pars=parameters, probs=np.arange(0.05, 1, 0.05), historic=history[history.Date >= '2018'], color='cyan') | ||
| SAVE_PATH = '../docs/source/_static/' | ||
|
|
||
| def test_fan_single(): | ||
| parameters = load_boe_parameters() | ||
| pars = parameters.iloc[4] | ||
| loc = pars.Mode | ||
| sigma = pars.Uncertainty | ||
| gamma = pars.Skewness | ||
| probs = [0.05, 0.20, 0.35, 0.65, 0.80, 0.95] | ||
| fan_single(loc=loc, sigma=sigma, gamma=gamma, probs=probs, kind='pdf') | ||
| fan_single(loc=loc, sigma=sigma, gamma=gamma, probs=probs, kind='cdf') | ||
| fan_single_dark(loc=loc, sigma=sigma, gamma=gamma, probs=probs, kind='cdf') | ||
|
|
||
| def test_quick_start(save=SAVE): | ||
| class TestFan(unittest.TestCase): | ||
| parameters = load_boe_parameters() | ||
| history = load_boe_history() | ||
| probs = [0.05, 0.20, 0.35, 0.65,0.80, 0.95] | ||
| figure = fan(pars=parameters, probs=probs, historic=history) | ||
| if save: | ||
| figure.savefig(SAVE_PATH + 'fan00.png', dpi=200) | ||
| figure = fan(pars=parameters, probs=probs, historic=history[history.Date >= '2018']) | ||
| if save: | ||
| figure.savefig(SAVE_PATH + 'fan01.png', dpi=200) | ||
| figure = fan_dark(pars=parameters, probs=probs, historic=history[history.Date >= '2018'], color='cyan') | ||
| if save: | ||
| figure.savefig(SAVE_PATH + 'fan02.png', dpi=200) | ||
| figure = fan(pars=parameters, probs=probs, historic=history[history.Date >= '2018'], color='teal') | ||
| if save: | ||
| figure.savefig(SAVE_PATH + 'fan03.png', dpi=200) | ||
| pars = parameters.iloc[4] | ||
| loc = pars.Mode | ||
| sigma = pars.Uncertainty | ||
| gamma = pars.Skewness | ||
| figure = fan_single(loc=9.53, sigma=1.68, gamma=1.0, probs=probs, kind='pdf') | ||
| if save: | ||
| figure.savefig(SAVE_PATH + 'fan04.png', dpi=200) | ||
| figure = fan_single(loc=9.53, sigma=1.68, gamma=1.0, probs=probs, kind='cdf') | ||
| if save: | ||
| figure.savefig(SAVE_PATH + 'fan05.png', dpi=200) | ||
| figure = fan_single_dark(loc=loc, sigma=sigma, gamma=gamma, probs=probs, kind='cdf') | ||
| if save: | ||
| figure.savefig(SAVE_PATH + 'fan06.png', dpi=200) | ||
|
|
||
| def test_plot_fan(self): | ||
| probs = np.arange(0.05, 1, 0.05) | ||
| pars = self.parameters | ||
| hist = self.history | ||
| fan(pars=pars, probs=probs, historic=hist, figsize=(12, 6)) | ||
| fan(pars=pars, probs=probs, historic=hist[hist.Date >= '2018'], title="My First Fan Chart") | ||
| fan_dark(pars=pars, probs=np.arange(0.05, 1, 0.05), historic=hist[hist.Date >= '2018'], ) | ||
| # color='cyan') | ||
| fan(pars=pars, probs=np.arange(0.05, 1, 0.05), historic=hist[hist.Date >= '2018'], color='teal') | ||
|
|
||
| def test_fan_single(self): | ||
| parameters = self.parameters | ||
| pars = parameters.iloc[4] | ||
| loc = pars.Mode | ||
| sigma = pars.Uncertainty | ||
| gamma = pars.Skewness | ||
| probs = [0.05, 0.20, 0.35, 0.65, 0.80, 0.95] | ||
| fan_single(loc=loc, sigma=sigma, gamma=gamma, probs=probs, kind='pdf') | ||
| fan_single(loc=loc, sigma=sigma, gamma=gamma, probs=probs, kind='cdf') | ||
| fan_single_dark(loc=loc, sigma=sigma, gamma=gamma, probs=probs, kind='cdf') | ||
|
|
||
| def test_quick_start(self, save=SAVE): | ||
| parameters = self.parameters | ||
| history = self.history | ||
| probs = [0.05, 0.20, 0.35, 0.65, 0.80, 0.95] | ||
| figure = fan(pars=parameters, probs=probs, historic=history, figsize=(12, 6)) | ||
| if save: | ||
| figure.savefig(SAVE_PATH + 'fan00.png', dpi=200) | ||
| figure = fan(pars=parameters, probs=probs, historic=history[history.Date >= '2018']) | ||
| if save: | ||
| figure.savefig(SAVE_PATH + 'fan01.png', dpi=200) | ||
| figure = fan_dark(pars=parameters, probs=probs, historic=history[history.Date >= '2018'], color='cyan') | ||
| if save: | ||
| figure.savefig(SAVE_PATH + 'fan02.png', dpi=200) | ||
| figure = fan(pars=parameters, probs=probs, historic=history[history.Date >= '2018'], color='teal') | ||
| if save: | ||
| figure.savefig(SAVE_PATH + 'fan03.png', dpi=200) | ||
| pars = parameters.iloc[4] | ||
| loc = pars.Mode | ||
| sigma = pars.Uncertainty | ||
| gamma = pars.Skewness | ||
| figure = fan_single(loc=9.53, sigma=1.68, gamma=1.0, probs=probs, kind='pdf') | ||
| if save: | ||
| figure.savefig(SAVE_PATH + 'fan04.png', dpi=200) | ||
| figure = fan_single(loc=9.53, sigma=1.68, gamma=1.0, probs=probs, kind='cdf') | ||
| if save: | ||
| figure.savefig(SAVE_PATH + 'fan05.png', dpi=200) | ||
| figure = fan_single_dark(loc=loc, sigma=sigma, gamma=gamma, probs=probs, kind='cdf') | ||
| if save: | ||
| figure.savefig(SAVE_PATH + 'fan06.png', dpi=200) |