Beispiel #1
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    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
Beispiel #2
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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)
        ]))
Beispiel #3
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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)
Beispiel #4
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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)
Beispiel #5
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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)