import json import traceback from datetime import datetime, timezone import dash_bootstrap_components as dbc from dash.dependencies import Output, Input, MATCH, State from dash.exceptions import PreventUpdate import dash_core_components as dcc import dash_html_components as html import dash_daq as daq import pandas as pd from flask import jsonify, request, Response as FlaskResponse from mylogger import logger from trip import Trips from libs.charging import Charging from web import figures from web.app import app, dash_app, myp, chc from web.db import set_chargings_price, get_db, set_db_callback # pylint: disable=invalid-name RESPONSE = "-response" EMPTY_DIV = "empty-div" ABRP_SWITCH = 'abrp-switch' ERROR_DIV = dbc.Alert("No data to show, there is probably no trips recorded yet", color="danger") trips: Trips chargings: list[dict] min_date = max_date = min_millis = max_millis = step = marks = cached_layout = None def diff_dashtable(data, data_previous, row_id_name="row_id"): df, df_previous = pd.DataFrame(data=data), pd.DataFrame(data_previous) for _df in [df, df_previous]: assert row_id_name in _df.columns _df = _df.set_index(row_id_name) mask = df.ne(df_previous) df_diff = df[mask].dropna(how="all", axis="columns").dropna(how="all", axis="rows") changes = [] for row in df_diff.items(): row_id = row.name row.dropna(inplace=True) for change in row.iteritems(): changes.append( { row_id_name: data[row.name][row_id_name], "column_name": change[0], "current_value": change[1], "previous_value": df_previous.at[row_id, change[0]], } ) return changes @dash_app.callback(Output('trips_map', 'figure'), Output('consumption_fig', 'figure'), Output('consumption_fig_by_speed', 'figure'), Output('consumption_graph_by_temp', 'children'), Output('consumption', 'children'), Output('tab_trips', 'children'), Output('tab_battery', 'children'), Output('tab_charge', 'children'), Output('date-slider', 'max'), Output('date-slider', 'step'), Output('date-slider', 'marks'), Input('date-slider', 'value')) def display_value(value): mini = datetime.fromtimestamp(value[0], tz=timezone.utc) maxi = datetime.fromtimestamp(value[1], tz=timezone.utc) filtered_trips = Trips() for trip in trips: if mini <= trip.start_at <= maxi: filtered_trips.append(trip) filtered_chargings = Charging.get_chargings(mini, maxi) figures.get_figures(filtered_trips, filtered_chargings) consumption = "Average consumption: {:.1f} kWh/100km".format(float(figures.consumption_df["consumption_km"].mean())) return figures.trips_map, figures.consumption_fig, figures.consumption_fig_by_speed, \ figures.consumption_graph_by_temp, consumption, figures.table_fig, figures.battery_info, \ figures.battery_table, max_millis, step, marks @dash_app.callback( Output(EMPTY_DIV, "children"), [Input("battery-table", "data_timestamp")], [ State("battery-table", "data"), State("battery-table", "data_previous"), ], ) def capture_diffs(timestamp, data, data_previous): if timestamp is None: raise PreventUpdate diff_data = diff_dashtable(data, data_previous, "start_at") for changed_line in diff_data: if changed_line['column_name'] == 'price': if not set_chargings_price(get_db(), changed_line['start_at'], changed_line['current_value']): logger.error("Can't find line to update in the database") return "" @dash_app.callback(Output({'role': ABRP_SWITCH + RESPONSE, 'vin': MATCH}, 'children'), Input({'role': ABRP_SWITCH, 'vin': MATCH}, 'id'), Input({'role': ABRP_SWITCH, 'vin': MATCH}, 'value')) def update_abrp(div_id, value): vin = div_id["vin"] if value: myp.abrp.abrp_enable_vin.add(vin) else: myp.abrp.abrp_enable_vin.discard(vin) myp.save_config() return " " @app.route('/get_vehicles') def get_vehicules(): response = app.response_class( response=json.dumps(myp.get_vehicles(), default=lambda car: car.to_dict()), status=200, mimetype='application/json' ) return response @app.route('/get_vehicleinfo/') def get_vehicle_info(vin): response = app.response_class( response=json.dumps(myp.get_vehicle_info(vin).to_dict(), default=str), status=200, mimetype='application/json' ) return response @app.route('/charge_now//') def charge_now(vin, charge): return jsonify(myp.charge_now(vin, charge != 0)) @app.route('/charge_hour') def change_charge_hour(): return jsonify(myp.change_charge_hour(request.form['vin'], request.form['hour'], request.form['minute'])) @app.route('/wakeup/') def wakeup(vin): return jsonify(myp.wakeup(vin)) @app.route('/preconditioning//') def preconditioning(vin, activate): return jsonify(myp.preconditioning(vin, activate)) @app.route('/position/') def get_position(vin): res = myp.get_vehicle_info(vin) try: coordinates = res.last_position.geometry.coordinates except AttributeError: return jsonify({'error': 'last_position not available from api'}) longitude, latitude, altitude = coordinates[:2] if len(coordinates) == 3: # altitude is not always available altitude = coordinates[2] else: altitude = None return jsonify( {"longitude": longitude, "latitude": latitude, "altitude": altitude, "url": f"https://maps.google.com/maps?q={latitude},{longitude}"}) # Set a battery threshold and schedule an hour to stop the charge @app.route('/charge_control') def get_charge_control(): logger.info(request) vin = request.args['vin'] charge_control = chc.get(vin) if charge_control is None: return jsonify("error: VIN not in list") if 'hour' in request.args and 'minute' in request.args: charge_control.set_stop_hour([int(request.args["hour"]), int(request.args["minute"])]) if 'percentage' in request.args: charge_control.percentage_threshold = int(request.args['percentage']) chc.save_config() return jsonify(charge_control.get_dict()) @app.route('/positions') def get_recorded_position(): return FlaskResponse(myp.get_recorded_position(), mimetype='application/json') @app.route('/abrp') def abrp(): vin = request.args.get('vin', None) enable = request.args.get('enable', None) token = request.args.get('token', None) if vin is not None and enable is not None: if enable == '1': myp.abrp.abrp_enable_vin.add(vin) else: myp.abrp.abrp_enable_vin.discard(vin) if token is not None: myp.abrp.token = token return jsonify(dict(myp.abrp)) @app.after_request def after_request(response): header = response.headers header['Access-Control-Allow-Origin'] = '*' return response def update_trips(): global trips, chargings, cached_layout logger.info("update_data") try: trips_by_vin = Trips.get_trips(myp.vehicles_list) trips = next(iter(trips_by_vin.values())) # todo handle multiple car assert len(trips) > 0 chargings = Charging.get_chargings() except (StopIteration, AssertionError): logger.debug("No trips yet") return # update for slider global min_date, max_date, min_millis, max_millis, step, marks try: min_date = trips[0].start_at max_date = trips[-1].start_at min_millis = figures.unix_time_millis(min_date) max_millis = figures.unix_time_millis(max_date) step = (max_millis - min_millis) / 100 marks = figures.get_marks_from_start_end(min_date, max_date) cached_layout = None # force regenerate layout except (ValueError, IndexError): logger.error("update_trips (slider): %s", traceback.format_exc()) return def __get_control_tabs(): tabs = [] for car in myp.vehicles_list: if car.label is None: label = car.vin else: label = car.label # pylint: disable=not-callable tabs.append(dbc.Tab(label=label, id="tab-" + car.vin, children=[ daq.ToggleSwitch( id={'role': ABRP_SWITCH, 'vin': car.vin}, value=car.vin in myp.abrp.abrp_enable_vin, label="Send data to ABRP" ), html.Div(id={'role': ABRP_SWITCH + RESPONSE, 'vin': car.vin}) ])) return tabs def serve_layout(): global cached_layout if cached_layout is None: logger.debug("Create new layout") try: figures.get_figures(trips, chargings) data_div = html.Div([ dcc.RangeSlider( id='date-slider', min=min_millis, max=max_millis, step=step, marks=marks, value=[min_millis, max_millis], ), html.Div([ dbc.Tabs([ dbc.Tab(label="Summary", tab_id="summary", children=[ html.H2(id="consumption", children=figures.info), dcc.Graph(figure=figures.consumption_fig, id="consumption_fig"), dcc.Graph(figure=figures.consumption_fig_by_speed, id="consumption_fig_by_speed"), figures.consumption_graph_by_temp ]), dbc.Tab(label="Trips", tab_id="trips", id="tab_trips", children=[figures.table_fig]), dbc.Tab(label="Battery", tab_id="battery", id="tab_battery", children=[figures.battery_info]), dbc.Tab(label="Charge", tab_id="charge", id="tab_charge", children=[figures.battery_table]), dbc.Tab(label="Map", tab_id="map", children=[ dcc.Graph(figure=figures.trips_map, id="trips_map", style={"height": '90vh'})]), dbc.Tab(label="Control", tab_id="control", children=dbc.Tabs(id="control-tabs", children=__get_control_tabs())) ], id="tabs", active_tab="summary"), html.Div(id=EMPTY_DIV), ])]) except (IndexError, TypeError, NameError): logger.warning("Failed to generate figure, there is probably not enough data yet") logger.debug(traceback.format_exc()) data_div = ERROR_DIV cached_layout = dbc.Container(fluid=True, children=[html.H1('My car info'), data_div]) return cached_layout try: set_db_callback(update_trips) Charging.set_default_price() update_trips() except (IndexError, TypeError): logger.debug("Failed to get trips, there is probably not enough data yet %s", traceback.format_exc()) dash_app.layout = serve_layout