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alouette.py
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#
# alouette.py
# Micro-application to visualize Alouette & ISIS data.
#
# Alouette-I was the first Canadian satellite launched into space in 1962.
# Launched in 1969 and 1971, Canada's International Satellites for Ionospheric Studies (ISIS) satellites were used to study the ionosphere and the aurora borealis.
# The goal of its main experiment was to understand the structure of the upper ionosphere.
# The data from the Alouette I satellite consists of hundreds of thousands of ionograms with a proportion now stored digitally as image files.
# This application provides users the ability to select, download and visualize ionogram data.
#
# @url https://donnees-data.asc-csa.gc.ca/alouette/
# @source https://github.com/asc-csa/AlouetteApp
# @author Emiline Filion - Canadian Space Agency
#
# Modification History:
# June 2024: Addition of ISIS 1&2 data.
#
import dash
import pathlib
import copy
import configparser
import dash_core_components as dcc
#import dash_bootstrap_components as dbc
import dash_html_components as html
import plotly.graph_objs as go
import pandas as pd
import datetime as dt
from scipy.stats import sem, t
from scipy import mean
from dateutil.relativedelta import relativedelta
from dash.dependencies import Input, Output, State
import dash_table as dst
#from dash_table.Format import Format, Scheme
#import locale
import urllib.parse
from zipfile import ZipFile
import os
from os import path
import flask
from io import StringIO
from flask_babel import _ ,Babel
from flask import session, redirect, url_for
from io import BytesIO
from flask import make_response
from ast import literal_eval
import sys
sys.path.append('/home/ckanportal/App-Launcher/applications/alouette')
from controls import *
#======================================================================================
# Constants
TIME_PERIOD_START_YEAR = 1962
TIME_PERIOD_END_YEAR = 1990
IONOGRAM_PATH = '/storage/ftp_root/users/OpenData_DonneesOuvertes/pub/AlouetteData/Alouette Data'
MAX_IONOGRAM = 100
#======================================================================================
# Dash class, which represents the micro application.
class CustomDash(dash.Dash):
analytics_code = ''
lang = ''
header = ''
footer = ''
meta_html = ''
app_header = ''
app_footer = ''
analytics_footer = ''
def set_analytics(self, code):
self.analytics_code = code
def set_analytics_footer(self, code):
self.analytics_footer = code
def set_lang(self, lang):
self.lang = lang
def set_header(self, header):
self.header = header
def set_footer(self, footer):
self.footer = footer
def set_meta_tags(self, meta_html):
self.meta_html = meta_html
def set_app_header(self, header):
self.app_header = header
def set_app_footer(self, footer):
self.app_footer = footer
def interpolate_index(self, **kwargs):
# Inspect the arguments by printing them
return '''
<!DOCTYPE html>
<html lang='{lang}'>
<head>
<meta charset="UTF-8" />
{analytics}
{metas}
{favicon}
<title>
{title}
</title>
<style id='dash_components_css'></style>
{css}
{meta}
</head>
<body id="wb-cont">
{header}
<main property="mainContentOfPage" typeof="WebPageElement" class="container">
{app_header}
{app_entry}
{app_footer}
</main>
<div class="global-footer">
<footer id="wb-info">
{footer}
{config}
{scripts}
{renderer}
{analytics_footer}
</footer>
</div>
</body>
</html>
'''.format(
app_entry=kwargs['app_entry'],
config=kwargs['config'],
scripts=kwargs['scripts'],
renderer=kwargs['renderer'],
metas = kwargs['metas'],
favicon = kwargs['favicon'],
css = kwargs['css'],
title = kwargs['title'],
analytics = self.analytics_code,
analytics_footer = self.analytics_footer,
meta = self.meta_html,
lang = self.lang,
header = self.header,
footer = self.footer,
app_header = self.app_header,
app_footer = self.app_footer
)
#======================================================================================
# get relative data folder
PTH = '/home/ckanportal/App-Launcher/'
PATH = pathlib.Path(__file__).parent.absolute()
DATA_PATH = PATH.joinpath("data").resolve() # path to "data" folder
ASSET_PATH = PATH.joinpath("public").resolve() # path to "assets" folder
scripts = ASSET_PATH.joinpath("scripts.js").resolve()
external_stylesheets = [
'https://canada.ca/etc/designs/canada/wet-boew/css/wet-boew.min.css',
'https://canada.ca/etc/designs/canada/wet-boew/css/theme.min.css',
'https://use.fontawesome.com/releases/v5.8.1/css/all.css'
# 'assets/gc_theme_cdn/assets/favicon.ico',
# 'https://use.fontawesome.com/releases/v5.8.1/css/all.css',
# 'assets/gc_theme_cdn/css/theme.min.css',
# 'https://wet-boew.github.io/themes-dist/GCWeb/wet-boew/css/noscript.min.css'
] # Link to external CSS
external_scripts = [
# 'https://ajax.googleapis.com/ajax/libs/jquery/2.2.4/jquery.js',
# 'https://wet-boew.github.io/themes-dist/GCWeb/wet-boew/js/wet-boew.min.js',
# 'assets/gc_theme_cdn/js/theme.min.js',
# 'https://cdn.plot.ly/plotly-locale-de-latest.js',
'//ajax.googleapis.com/ajax/libs/jquery/2.1.1/jquery.min.js',
'https://canada.ca/etc/designs/canada/wet-boew/js/wet-boew.min.js',
'https://canada.ca/etc/designs/canada/wet-boew/js/theme.min.js',
'assets/scripts.js'
]
#======================================================================================
# Configuration
def get_config_dict():
config = configparser.RawConfigParser()
config.read(PTH+'config.cfg')
if not hasattr(get_config_dict, 'config_dict'):
get_config_dict.config_dict = dict(config.items('TOKENS'))
return get_config_dict.config_dict
def generate_meta_tag(name, content):
return "<meta name=\"" + name + "\" content=\"" + content + "\">"
def generate_meta_tag_with_title(name, content, title):
return "<meta name=\"" + name + "\" title=\"" + title + "\" content=\"" + content + "\">"
#======================================================================================
# Main
if __name__ == '__main__':
print ('DEBUG: Alouette Main Block used')
prefixe=""
# app.run_server(debug=True) # For development/testing
from header_footer import gc_header_en, gc_footer_en, gc_header_fr, gc_footer_fr, app_title_en, app_title_fr, app_footer_en, app_footer_fr
if(path.exists(os.path.dirname(os.path.abspath(__file__)) + r"/analytics.py")):
from analytics import analytics_code, analytics_footer
else:
analytics_code = ''
analytics_footer = ''
from .config import Config
app_config = Config()
tokens = get_config_dict()
path_data=app_config.DATA_PATH
prefixe=app_config.APP_PREFIX
df = pd.read_csv(PTH+r'applications/alouette/data/final_alouette_data.csv') # edit for compatibility with CKAN portal (e.g. API to dataframe)
app = CustomDash(
__name__,
meta_tags=[{"name": "viewport", "content": "width=device-width"}],
external_stylesheets=external_stylesheets,
external_scripts=external_scripts,
)
else :
prefixe="/alouette"
print ('Alouette Alternate Block used')
from .header_footer import gc_header_en, gc_footer_en, gc_header_fr, gc_footer_fr, app_title_en, app_title_fr, app_footer_en, app_footer_fr
if(path.exists(os.path.dirname(os.path.abspath(__file__)) + r"/analytics.py")):
from .analytics import analytics_code, analytics_footer
else:
analytics_code = ''
analytics_footer = ''
from .config import Config
app_config = Config()
path_data=app_config.DATA_PATH
prefixe=app_config.APP_PREFIX
df = pd.read_csv(PTH+r'applications/alouette/data/final_alouette_data.csv') # edit for compatibility with CKAN portal (e.g. API to dataframe)
tokens = get_config_dict()
app = CustomDash(
__name__,
requests_pathname_prefix=prefixe,
meta_tags=[{"name": "viewport", "content": "width=device-width"}],
external_stylesheets=external_stylesheets,
external_scripts=external_scripts,
)
meta_html = ''
if app_config.DEFAULT_LANGUAGE == 'en':
app.set_header(gc_header_en)
app.set_footer(gc_footer_en)
meta_html += generate_meta_tag(
'description',
'Explore ionosphere data from Alouette I, Canada’s first satellite! Launched in 1962, ionograms have shaped the way that we understand the Earth’s upper atmosphere.'
)
meta_html += generate_meta_tag('keywords', '')
meta_html += generate_meta_tag('dcterms.title', 'Alouette: data exploration application for historic ionograms')
meta_html += generate_meta_tag_with_title('dcterms.language', 'eng', 'ISO639-2')
meta_html += generate_meta_tag('dcterms.creator', 'Canadian Space Agency')
meta_html += generate_meta_tag('dcterms.accessRights', '2')
meta_html += generate_meta_tag('dcterms.service', 'CSA-ASC')
app.title="Alouette: data exploration application for historic ionograms"
app.set_app_header(app_title_en)
app.set_app_footer(app_footer_en)
else:
app.set_header(gc_header_fr)
app.set_footer(gc_footer_fr)
meta_html += generate_meta_tag(
'description',
"Explorer les données ionosphériques d’Alouette I, le premier satellite Canadien! Lancé en 1962, les ionogrammes ont grandement influencé notre compréhension de la haute atmosphère terrestre."
)
meta_html += generate_meta_tag('keywords', '')
meta_html += generate_meta_tag('dcterms.title', 'Alouette: application d’exploration des données d’ionogrammes historiques ')
meta_html += generate_meta_tag_with_title('dcterms.language', 'fra', 'ISO639-2')
meta_html += generate_meta_tag('dcterms.creator', 'Agence spatiale canadienne')
meta_html += generate_meta_tag('dcterms.accessRights', '2')
meta_html += generate_meta_tag('dcterms.service', 'CSA-ASC')
app.title="Alouette: application d’exploration des données d’ionogrammes historiques "
app.set_app_header(app_title_fr)
app.set_app_footer(app_footer_fr)
app.set_meta_tags(meta_html)
app.set_analytics(analytics_code)
app.set_analytics_footer(analytics_footer)
app.set_lang(app_config.DEFAULT_LANGUAGE)
app.title="Alouette: application d’exploration des données d’ionogrammes historiques | data exploration application for historic ionograms"
server = app.server
server.config['SECRET_KEY'] = tokens['secret_key'] # Setting up secret key to access flask session
babel = Babel(server) # Hook flask-babel to the app
#======================================================================================
# Controls for webapp
station_name_options = [
{'label': _('Antofagasta, Chile'), 'value': 'Antofagasta, Chile'},
{'label': _('Blossom Point, MD, USA'), 'value': 'Blossom Point, MD, USA'},
{'label': _('Boulder, CO, USA'), 'value': 'Boulder, CO, USA'},
{'label': _('Bretigny, France'), 'value': 'Bretigny, France'},
{'label': _('Byrd Station, Antarctica'), 'value': 'Byrd Station, Antarctica'},
{'label': _('College, Fairbanks, AK, USA'), 'value': 'College, Fairbanks, AK, USA'},
{'label': _('Darwin, Australia'), 'value': 'Darwin, Australia'},
{'label': _('East Grant Forks, MN, USA'), 'value': 'East Grant Forks, MN, USA'},
{'label': _('Falkland Islands (Islas Malvinas)'), 'value': 'Falkland Islands (Islas Malvinas)'},
{'label': _('Fort Myers, FL, USA'), 'value': 'Fort Myers, FL, USA'},
{'label': _('Gilmore Creek, Fairbanks, AK, USA'), 'value': 'Gilmore Creek, Fairbanks, AK, USA'},
{'label': _('Kano, Nigeria'), 'value': 'Kano, Nigeria'},
{'label': _('Kashima, Japan'), 'value': 'Kashima, Japan'},
{'label': _('Kauai, HI, USA'), 'value': 'Kauai, HI, USA'},
{'label': _('Johannesburg, South Africa'), 'value': 'Johannesburg, South Africa'},
{'label': _('Las Palmas, Canary Islands, Spain'), 'value': 'Las Palmas, Canary Islands, Spain'},
{'label': _('Lima, Peru'), 'value': 'Lima, Peru'},
{'label': _('Mojave, CA, USA'), 'value': 'Mojave, CA, USA'},
{'label': _('Orroral Valley, Australia'), 'value': 'Orroral Valley, Australia'},
{'label': _('Ottawa, Canada'), 'value': 'Ottawa, Canada'},
{'label': _('Prince Albert, SK, Canada'), 'value': 'Prince Albert, SK, Canada'},
{'label': _('Quito, Ecuador'), 'value': 'Quito, Ecuador'},
{'label': _('Singapore, Malaysia'), 'value': 'Singapore, Malaysia'},
{'label': _('South Point, HI, USA'), 'value': 'South Point, HI, USA'},
{'label': _("St. John's, NL, Canada"), 'value': "St. John's, NL, Canada"},
{'label': _('Resolute Bay, NT, Canada'), 'value': 'Resolute Bay, NT, Canada'},
{'label': _('Rosman, NC, USA'), 'value': 'Rosman, NC, USA'},
{'label': _('Tananarive, Madagascar'), 'value': 'Tananarive, Madagascar'},
{'label': _('Tromso, Norway'), 'value': 'Tromso, Norway'},
{'label': _('University of Alaska, Fairbanks, AK, USA'), 'value': 'University of Alaska, Fairbanks, AK, USA'},
{'label': _('Winkfield, England, UK'), 'value': 'Winkfield, England, UK'},
{'label': _('Woomera, Australia'), 'value': 'Woomera, Australia'}]
# Getting satellites
satellite_name_options = [
{'label': _('Alouette 1'), 'value': 'Alouette 1'},
{'label': _('ISIS 1'), 'value': 'ISIS 1'},
{'label': _('ISIS 2'), 'value': 'ISIS 2'}]
# Getting only the values of the station names
station_values = []
for station in station_name_options:
station_values.append(station['value'])
# Getting only the values of the satellites
satellites_values = []
for satellite in satellite_name_options:
satellites_values.append(satellite['value'])
x_axis_options = [
{'label': _('Date'), 'value': ('timestamp')},
{'label': _('Latitude'), 'value': ('lat')},
{'label': _('Longitude'), 'value': ('lon')}]
y_axis_options = [
{'label': _('Minimum frequency'), 'value': ('fmin')},
{'label': _('Maximum depth'), 'value': ('max_depth')}]
#======================================================================================
# converts the timestamp to date_time objects
df['timestamp'] = pd.to_datetime(df['timestamp'])
df['lat'] = df.apply(lambda x: coords_to_float(x['lat']), axis=1)
df['lon'] = df.apply(lambda x: coords_to_float(x['lon']), axis=1)
# Create global chart template
mapbox_access_token = tokens['alouette_mapbox_token']
layout = dict(
autosize=True,
automargin=True,
margin=dict(l=30, r=30, b=20, t=40),
hovermode="closest",
plot_bgcolor="#F9F9F9",
paper_bgcolor="#F9F9F9",
# legend=dict(font=dict(size=10), orientation="h"),
title="Ground Station Overview",
mapbox=dict(
accesstoken=mapbox_access_token,
style="light",
# center=dict(lon=-78.05, lat=42.54),
zoom=2,
),
transition={'duration': 500},
)
#======================================================================================
# Builds the layout and components for the inputs to filter the data, as well as the ionograms/month graph and the ground stations map
def build_filtering():
return html.Div([
html.Div(
[
html.Div(
[
html.H2(id="ionograms_text",style = {"margin-top": "3.5em"}),
html.P(id="ionograms-ratio")
],
id="info-container",
className="mini_container three columns",
style={"text-align": "center"},
),
html.Div(
[
html.Div(
[
dcc.Markdown(id="description-1"),
dcc.Markdown(id="description-2"),
dcc.Markdown(id="github-link")
],
id="description_div",
),
],
id="description-container",
className="container-display mini_container nine columns",
),
],
className="row flex-display twelve columns"
),
html.Div(
[
html.H3(
id="select-data"
),
],
style={"margin-top": "10px", "margin-left": "auto", "margin-right": "auto", "text-align": "center"},
className="twelve columns"
),
html.Div(
[
html.Div(
[
html.Section(
[
html.H2(
id='error_header'
),
html.Ul(
id='form_errors'
)
],
id='filter_errors',
hidden=True,
className='alert alert-danger'
),
html.Div(
[
html.Div(
[
html.P(
id="latitude-text",
className="control_label",
),
html.Div([
html.Label(
id="lat_min-text",
htmlFor = "lat_min",
hidden = True
),
html.Div([
html.Div(
id="lat_alert",
hidden=True,
className='label label-danger'
),
]),
dcc.Input(
id="lat_min",
type='number',
value=-90.0,
placeholder="Min Latitude",
min=-90.0,
max=90.0,
step=5,
),
html.Label(
id="lat_max-text",
htmlFor = "lat_max",
hidden = True
),
dcc.Input(
id="lat_max",
type='number',
value=90.0,
placeholder="Max Latitude",
min=-90.0,
max=90.0,
step=5,
style={"margin-left": "5px"}
)
]
),
html.Div(children=html.P(id="lat_selection"),className="wb-inv")
],
className="col-md-6"
),
html.Div(
[
html.P(
id="longitude-text",
className="control_label",
),
html.Div([
html.Label(
id = "lon_min-text",
htmlFor = "lon_min",
hidden = True
),
html.Div([
html.Div(
id="lon_alert",
hidden=True,
className='label label-danger'
),
]),
dcc.Input(
id="lon_min",
type='number',
value=-180.0,
placeholder="Min Longitude",
min=-180.0,
max=180.0,
step=5,
style={"margin-left": "5px"}
),
html.Label(
id = "lon_max-text",
htmlFor = "lon_max",
hidden = True
),
dcc.Input(
id="lon_max",
type='number',
value=180.0,
placeholder="Max Longitude",
min=-180.0,
max=180.0,
step=5,
style={"margin-left": "5px"}
)
]),
html.Div(children=html.P(id="lon_selection"),className="wb-inv")],
className="col-md-6"
),
],
className='row'
),
html.Div(
[
html.Div([
html.Div( id="date_alert", className='label label-danger' ),
]),
html.P(
id="yearslider-text",
className="control_label",
),
html.Div([
dcc.DatePickerRange(
id='date_picker_range',
min_date_allowed=dt.datetime(TIME_PERIOD_START_YEAR, 9, 29),
max_date_allowed=dt.datetime(TIME_PERIOD_END_YEAR, 12, 31),
start_date=dt.datetime(TIME_PERIOD_START_YEAR, 9, 29),
end_date=dt.datetime(TIME_PERIOD_END_YEAR, 12, 31),
start_date_placeholder_text='Select start date',
end_date_placeholder_text='Select end date',
display_format="Y-MM-DD",
style={"margin-top": "5px"}
),
html.Div(id='output-container-date-picker-range'),
html.Div(children=html.P(id="date_selection"),className="wb-inv")]),
],
id="cross-filter-options",
className="",
),
html.Div(
[
html.Div(
[
html.P(
id="groundstations-text",
className="control_label",
),
html.Div([
html.Label(
id="groundstations-label-text",
htmlFor="ground_station_list_dropdown",
className="control_label",
hidden = True
),
dcc.Dropdown(
id="ground_station_list",
options=[],
placeholder=_("Sélectionner | Select"),
multi=True,
value=station_values,
className="dcc_control",
label = 'Label test'
)
]
),
html.Div(children=html.P(id="ground_station_selection"),className="wb-inv")
],
className="drop_down col-md-6",
role="listbox",
**{'aria-label': 'Select plotted value'}
),
html.Div(
[
html.P(
id="satellites-text",
className="control_label",
),
html.Div([
html.Label(
id="satellites-label-text",
htmlFor="satellite_list_dropdown",
className="control_label",
hidden = True
),
dcc.Dropdown(
id="satellite_list",
options=[],
placeholder=_("Sélectionner | Select"),
multi=True,
value=satellites_values,
className="dcc_control",
label = 'Label test'
)
]),
html.Div(children=html.P(id="satellite_selection"),className="wb-inv")
],
className="drop_down col-md-6",
role="listbox",
**{'aria-label': 'Select plotted value'}
),
],
className="row",
),
html.Div([html.Br()]),
html.Div(
[
html.Div(
[
html.A(
html.Span(id='download-button-1', n_clicks=0, style={'padding': '0px 10px'}),
id='download-link-1',
# download='rawdata.csv',
href="",
target="_blank",
className="btn btn-primary"
),
],
className="col-md-6"
),
html.Div(
[
html.A(
html.Span(id='download-button-2', n_clicks=0, style={'padding': '0px 10px'}),
id='download-link-2',
style={"margin-left": "5px"},
className="btn btn-primary"
),
],
className="col-md-6"
),
],
className='row'
),
html.Div(children=html.P(id="download_selection"),className="wb-inv"),
html.Div ([html.P(id="Download_limit")]),
html.Div([html.Br()]),
],
className="map-filters"
),
html.Div(
[
html.Div(
[
html.Div(
[dcc.Graph(
id="selector_map",
className="csa-graph",
config={
"displaylogo": False,
"displayModeBar" : False
},
),
detail_table("geo_table","geo_table_text")],
),
html.P(id="Map_description-1"),
],
id="left-column-1",
style={"flex-grow": 1},
className="col-md-6",
),
html.Div(
[
html.Div(
[
dcc.Graph(
id="count_graph",
className="csa-graph",
config={
"displaylogo": False,
"displayModeBar": False
}
),
detail_table("count_table","count_table_text")
],
id="countGraphContainer",
),
html.Div ([html.P(id="Graph_description-1")]),
],
id="right-column-1",
style={"flex-grow": 1},
className="col-md-6",
),
],
),
],
className="pretty_container twelve columns",
style={"justify-content": "space-evenly"}
),
])
def detail_table(id, id2):
#next button pagnation, for some reason the pages are 0 indexed but the dispalyed page isn't
@app.callback(
[
Output( id, 'page_current'),
Output( id+'-btn-1-a', 'data-value'),
Output( id+'-btn-2-a', 'data-value'),
Output( id+'-btn-3-a', 'data-value'),
Output( id+'-btn-1-a', "children"),
Output( id+'-btn-2-a', "children"),
Output( id+'-btn-3-a', "children"),
Output( id+'-btn-1-a', "aria-label"),
Output( id+'-btn-2-a', "aria-label"),
Output( id+'-btn-3-a', "aria-label"),
Output( id+'-btn-1-a', "aria-current"),
Output( id+'-btn-2-a', "aria-current"),
Output( id+'-btn-3-a', "aria-current"),
Output( id+'-btn-1', "className"),
Output( id+'-btn-2', "className"),
Output( id+'-btn-prev-a', 'children'),
Output( id+'-btn-next-a', 'children'),
Output( id+'-btn-prev-a', "aria-label"),
Output( id+'-btn-next-a', "aria-label"),
Output( id+'-navigation', "aria-label"),
],
[
Input( id+'-btn-prev', 'n_clicks'),
Input( id+'-btn-1', 'n_clicks'),
Input( id+'-btn-2', 'n_clicks'),
Input( id+'-btn-3', 'n_clicks'),
Input( id+'-btn-next', 'n_clicks')
],
[
State( id, 'page_current'),
State( id+'-btn-1-a', 'data-value'),
State( id+'-btn-2-a', 'data-value'),
State( id+'-btn-3-a', 'data-value'),
]
)
def update_table_next(btn_prev, btn_1, btn_2, btn_3, btn_next, curr_page, btn1_value, btn2_value, btn3_value):
session['language'] = app_config.DEFAULT_LANGUAGE
ctx = dash.callback_context
btn1_current = 'false'
btn2_current = 'false'
btn3_current = 'false'
btn1_class = ''
btn2_class = ''
btn1_aria = ''
btn2_aria = ''
btn3_aria = ''
if ctx.triggered:
# curr_page = curr_page + 1
#print(ctx.triggered)
if ctx.triggered[0]['prop_id'] == id+'-btn-next.n_clicks':
curr_page += 1
if ctx.triggered[0]['prop_id'] == id+'-btn-1.n_clicks':
curr_page = btn1_value
if ctx.triggered[0]['prop_id'] == id+'-btn-2.n_clicks':
curr_page = btn2_value
if ctx.triggered[0]['prop_id'] == id+'-btn-3.n_clicks':
curr_page = btn3_value
if ctx.triggered[0]['prop_id'] == id+'-btn-prev.n_clicks':
curr_page -= 1
if curr_page < 0:
curr_page = 0
aria_prefix = _('Goto page ')
if curr_page < 1:
btn1_value = curr_page
btn2_value = curr_page+1
btn3_value = curr_page+2
btn1_current = 'true'
btn1_class = 'active'
btn1_aria = aria_prefix + str(btn1_value+1) + ', ' + _('Current Page')
btn2_aria = aria_prefix + str(btn2_value+1)
btn3_aria = aria_prefix + str(btn3_value+1)
else:
btn1_value = curr_page -1
btn2_value = curr_page
btn3_value = curr_page + 1
btn2_current = 'true'
btn2_class = 'active'
btn1_aria = aria_prefix + str(btn1_value+1)
btn2_aria = aria_prefix + str(btn2_value+1) + ', ' + _('Current Page')
btn3_aria = aria_prefix + str(btn3_value+1)
return [
curr_page,
btn1_value,
btn2_value,
btn3_value,
btn1_value+1,
btn2_value+1,
btn3_value+1,
btn1_aria,
btn2_aria,
btn3_aria,
btn1_current,
btn2_current,
btn3_current,
btn1_class,
btn2_class,
_('Previous'),
_('Next'),
_('Goto Previous Page'),
_('Goto Next Page'),
_('Pagination Navigation')
]
return html.Div([
html.Details(
[
html.Summary(id=id2),
html.Div(
dst.DataTable(
id=id,
page_size= 10,
page_current = 0
),
style={"margin":"4rem"}
),
html.Nav(
html.Ul(
[
html.Li(
html.A(
_('Previous'),
id=id+'-btn-prev-a',
className='page-prev',
**{'aria-label': _('Goto Previous Page'), 'data-value': -1}
),
id=id+'-btn-prev',
n_clicks=0,
tabIndex=0
),
html.Li(
html.A(
'1',
id=id+'-btn-1-a',
**{'aria-label': _("Goto page 1, Current Page"), 'aria-current': _('true'), 'data-value': 0}
),
id=id+'-btn-1',
n_clicks=0,
tabIndex=0
),
html.Li(
html.A(
'2',
id=id+'-btn-2-a',
**{'aria-label': _('Goto page 2'), 'data-value': 1}
),
className='active',
id=id+'-btn-2',
n_clicks=0,
tabIndex=0
),
html.Li(
html.A(
'3',
id=id+'-btn-3-a',
**{'aria-label': _('Goto page 3'), 'data-value': 2}
),
id=id+'-btn-3',
n_clicks=0,
tabIndex=0
),
html.Li(
html.A(
'Next',
id=id+'-btn-next-a',
className='page-next',
**{'aria-label': _('Goto Next Page'), 'data-value': -2}
),
id=id+'-btn-next',
n_clicks=0,
tabIndex=0
)
],
className = 'pagination'
),
**{'aria-label': _('Pagination Navigation')},
role = _('navigation'),
className = 'table_pagination',
id = id+'-navigation'
)
]
)
])
# Builds the layout for the map displaying statistics as well as the confidence interval graph
def build_stats():
return html.Div([
html.Div(
[
html.Div(
[
html.Div ([html.P(id="Map_description-2")]),
html.Div(
[
html.Div(
[
html.Label(
htmlFor='x_axis_selection_1_dropdown',
id="x-axis-selection-text",
className="control_label",
),
dcc.Dropdown(
id="x_axis_selection_1",
options=x_axis_options,
multi=False,
value='timestamp',
className="dcc_control",
label = 'Label test'
),
],
className="drop_down col-md-6",
role="listbox",
style={'max-width': '400px'},
**{'aria-label': 'Select x-axis'}
),
html.Div(
[
html.Label(
htmlFor='y_axis_selection_1_dropdown',
id="y-axis-selection-text",
className="control_label",
),
dcc.Dropdown(
id="y_axis_selection_1",
options=y_axis_options,
multi=False,
value='max_depth',
className="dcc_control",
label = 'Label test'
),
],
className="drop_down col-md-6",
role="listbox",
style={'max-width': '400px'},
**{'aria-label': 'Select y-axis'}
),
],
className="row",
id="viz-chart-options",
),
],
id="right-column-3",
className="row",
style={"margin-bottom": "20px"}
),
html.Div(
[
html.Div(
[dcc.Graph(id="viz_chart",
config={
"displaylogo": False,
"displayModeBar": False
}
),
detail_table("viz_table","viz_table_text")],
id="vizChartContainer",