def lr_load_cleaned_data(n_clicks):
files = FileUtils.files('clean')
print('Linear Load Clean')
if len(files) == 0:
options = [{'label': 'No files cleaned yet!', 'value': 'None'}]
else:
options = [{'label': file, 'value': file} for file in files]
return options
def load_upload_raw_data(n_clicks):
files = FileUtils.files('raw')
print('Raw')
if len(files) == 0:
options=[{'label':'No files uploaded yet!', 'value':'None'}]
else:
options=[{'label':file, 'value':file} for file in files]
return options
def cr_load_models(n_clicks):
files = FileUtils.files('clean')
f = []
for file in files:
f.append({'label': file, 'value': file})
models = db.get('models')
m = []
if models is None:
return f, m
for k, v in models.items():
m.append({'label': k, 'value': k})
return f, m
'borderRadius': '5px',
'textAlign': 'center',
'margin': '10px'
},
multiple=True),
html.Div([], id = "data-upload-msg"),
html.Div([
dbc.Button("Load Uploaded Files", color="info", id = 'home-load-raw-files', className="mr-4"),
#dbc.Button("Reset App", color="danger", id = 'reset-app', className="mr-4"),
html.Br()],
style = {'margin': '10px', 'width': '50%'}),
html.Div([
html.H2("Select a file from all the uploaded files:"),
dcc.Dropdown(
id = 'selected-file',
options=[{'label':file, 'value':file} for file in FileUtils.files('raw')],
value=None,
multi=False
),
html.Br()
],
style = {'margin': '10px', 'width': '50%'}),
html.Div([], id = "display-file"),
html.Div([], id = "file-properties"),
html.Div([], id = "file-separator-do-nothing"),
html.Div([], id = "file-header-do-nothing"),
html.Div([], id = "clear-home-do-nothing"),
html.Div([], id = "reset-app-do-nothing")
])
id='home-load-raw-files',
className="mr-4"),
#dbc.Button("Reset App", color="danger", id = 'reset-app', className="mr-4"),
html.Br()
],
style={
'margin': '10px',
'width': '50%'
}),
html.Div([
html.H2("Select a file from all the uploaded files:"),
dcc.Dropdown(id='selected-file',
options=[{
'label': file,
'value': file
} for file in FileUtils.files('raw')],
value=None,
multi=False),
html.Br()
],
style={
'margin': '10px',
'width': '50%'
}),
html.Div([], id="display-file"),
html.Div([], id="file-properties"),
html.Div([], id="file-separator-do-nothing"),
html.Div([], id="file-header-do-nothing"),
html.Div([], id="clear-home-do-nothing"),
html.Div([], id="reset-app-do-nothing")
])
"""App Main
python3 app_main
"""
import os
from dataanalytics.framework.file_utils import FileUtils
FileUtils.mkdir('raw')
FileUtils.mkdir('clean')
from dataanalytics.framework.database import db
clean_files = FileUtils.files('clean')
tags = {'empty': 1}
db.put('tags', tags)
for file in clean_files:
tags[file] = 1
from dataanalytics.ux import index
if __name__ == '__main__':
""
layout = html.Div(children=[
common.navbar("Linear Regression"),
html.Br(),
html.Div([
html.H2("Select a file from all the cleaned files:"),
dbc.Button("Load Cleaned Files",
color="info",
id='lr-load-clean-files',
className="mr-4"),
html.Br(),
html.Br(),
dcc.Dropdown(id='lr-select-file',
options=[{
'label': file,
'value': file
} for file in FileUtils.files('clean')],
value='empty',
multi=False),
html.Br(),
dbc.Button("Select File",
color="primary",
id='linear-regression-select-file',
className="mr-4")
],
style={
'margin': '10px',
'width': '50%'
}),
html.Br(),
html.Div([], id="linear-regression", style={'margin': '10px'}),
html.Div([], id="linear-regression-file-do-nothing")
