Exemplos de ReadClass.read_budget em Python

Exemplo n.º 1

Arquivo: time_series_2.py Projeto: onuki0218/spectral-model-2D

plt.style.use('ggplot')
rc('text', usetex=True)
rc('font', family='serif')
figure_dir = './figure/'

setting_name = "setting_2"
xlim = [0, 200]
ylim = [0.003, 0.0035]

reader = ReadClass()
remote_data = reader.data_PID(setting_name)
reader.set_ssh(remote_data=remote_data)
reader.read_setting(setting_name)
reader.read_file_number(ssh_flag=True)

budget = reader.read_budget()
columns = [
    'T', 'E', 'E-diag', 'E-lower', 'E-upper', 'Q2', 'Q2-diag', 'Q2-lower',
    'Q2-upper', 'PE'
]
df = pd.DataFrame(data=budget, columns=columns)
df = df.set_index('T')

for col in df.columns.tolist():
    df = df.rename(columns={col: reader.long_name(col)})

df.plot(
    y=[
        reader.long_name('E'),
        reader.long_name('E-diag'),
        reader.long_name('E-lower'),

Exemplo n.º 2

Arquivo: time_series_enstrophy.py Projeto: onuki0218/spectral-model-2D

plt.style.use('ggplot')
rc('text', usetex=True)
rc('font', family='serif')
figure_dir = './figure/'

setting_name = "setting"
xlim = [0, 200]
ylim = [0.44, 0.48]

reader = ReadClass()
remote_data = reader.data_PID(setting_name)
reader.set_ssh(remote_data=remote_data)
reader.read_setting(setting_name)
reader.read_file_number(ssh_flag=True)

budget = reader.read_budget(number_time=420, ssh_flag=False)
columns = [
    'T', 'E', 'E-first', 'E-diag', 'E-lower', 'E-upper', 'Q2', 'Q2-first',
    'Q2-diag', 'Q2-lower', 'Q2-upper', 'PE'
]
df = pd.DataFrame(data=budget, columns=columns)
df = df.set_index('T')

for col in df.columns.tolist():
    df = df.rename(columns={col: reader.long_name(col)})
df['Q2-others'] = df[reader.long_name('Q2')] - df[reader.long_name('Q2-first')]
df['Q2-others-mean'] = df['Q2-others'] / (reader.N - 1)

df.plot(
    y=[reader.long_name('Q2-first'),
       reader.long_name('E-first'), 'Q2-others'],

Exemplo n.º 3

Arquivo: time_series.py Projeto: onuki0218/spectral-model-2D

plt.style.use('ggplot')
rc('text', usetex=True)
rc('font', family='serif')
figure_dir = './figure/'

setting_name = "setting"
xlim = [0, 200]
ylim = [1, 1.1]

reader = ReadClass()
remote_data = reader.data_PID(setting_name)
reader.set_ssh(remote_data=remote_data)
reader.read_setting(setting_name)
reader.read_file_number(ssh_flag=True)

budget = reader.read_budget(number_time=420, ssh_flag=True)
columns = [
    'T', 'E', 'E-first', 'E-diag', 'E-lower', 'E-upper', 'Q2', 'Q2-first',
    'Q2-diag', 'Q2-lower', 'Q2-upper', 'PE'
]
df = pd.DataFrame(data=budget, columns=columns)
df = df.set_index('T')

for col in df.columns.tolist():
    df = df.rename(columns={col: reader.long_name(col)})
df['E-others'] = df[reader.long_name('E')] - df[reader.long_name('E-first')]

df.plot(
    y=[
        reader.long_name('E'),
        reader.long_name('E-first'), 'E-others',