def model_api(self) -> dict:
"""
Class method that retrieves data from hobolink and usgs and processes
data, then creates json-like dictionary structure for model output.
returns: json-like dictionary
"""
df = get_data()
dfs = {
2: reach_2_model(df),
3: reach_3_model(df),
4: reach_4_model(df),
5: reach_5_model(df)
}
main = {}
models = {}
# adds metadata
main['version'] = '2020'
main['time_returned'] = str(pd.to_datetime('today'))
for reach, df in dfs.items():
add_to_dict(models, df, reach)
# adds models dict to main dict
main['models'] = models
return main
def output_model() -> str:
df = get_hobolink_data('code_for_boston_export_21d')
df = process_data(df)
return '<br /><br />'.join(
map(stylize_model_output, [
reach_2_model(df),
reach_3_model(df),
reach_4_model(df),
reach_5_model(df)
]))
def index() -> str:
df_hobolink = get_hobolink_data('code_for_boston_export_21d')
df_usgs = get_usgs_data()
df = process_data(df_hobolink, df_usgs)
flags = {
2: reach_2_model(df, rows=1)['r2_safe'].iloc[0],
3: reach_3_model(df, rows=1)['r3_safe'].iloc[0],
4: reach_4_model(df, rows=1)['r4_safe'].iloc[0],
5: reach_5_model(df, rows=1)['r5_safe'].iloc[0]
}
return render_template('index.html', flags=flags)
def output_model() -> str:
df_hobolink = get_hobolink_data('code_for_boston_export_21d')
df_usgs = get_usgs_data()
df = process_data(df_hobolink, df_usgs)
table_html = '<br /><br />'.join(
map(stylize_model_output, [
reach_2_model(df),
reach_3_model(df),
reach_4_model(df),
reach_5_model(df)
]))
return render_template('output_model.html', tables=table_html)
def index() -> str:
"""
Retrieves data from hobolink and usgs and processes data, then displays data
on `index_model.html`
returns: render model on index.html
"""
df = get_data()
flags = {
2: reach_2_model(df, rows=1)['safe'].iloc[0],
3: reach_3_model(df, rows=1)['safe'].iloc[0],
4: reach_4_model(df, rows=1)['safe'].iloc[0],
5: reach_5_model(df, rows=1)['safe'].iloc[0]
}
return render_template('index.html', flags=flags)