def create_wind_speed_daily(df):
fig = make_subplots(rows=1, cols=2, specs=[[{'type': 'polar'}, {'type': 'xy'}]])
fig.add_trace(go.Scatterpolargl(
r = df['Wind Speed (m/s)'],
theta = df['Wind Direction (°)'],
name = "Wind Speed",
marker=dict(size=4, color="darkorange"),
mode="markers"
),
row=1,
col=1)
fig.add_trace(go.Histogram(
x = df['Wind Speed (m/s)'],
nbinsx=26,
name='wind speed',
marker_color='darkorange'
),
row=1,
col=2
)
fig.update_layout(
title='Variation in wind speed with direction on a specific date',
paper_bgcolor='#AFEEEE',
)
# fig.update_traces()
return fig
def vertex_trace(vertices, kwargs):
r, theta = get_marker_coord(vertices, kwargs)
size = get_marker_size(vertices, kwargs)
color = get_marker_color(vertices, kwargs)
name = get_marker_name(vertices, kwargs)
trace = go.Scatterpolargl(r=r,
theta=theta,
mode='markers',
hoverinfo='text+r+theta',
hovertext=name,
marker_cmin=0,
marker_cmax=1,
marker_colorscale='HSV_r',
marker_size=size,
marker_color=color,
showlegend=False,
marker_reversescale=True,
marker_opacity=1,
thetaunit='radians')
return trace
def plot_wind_speed(df):
fig = make_subplots(rows=1,
cols=2,
specs=[[{
'type': 'polar'
}, {
'type': 'xy'
}]])
fig.add_trace(go.Scatterpolargl(r=df['Wind Speed (m/s)'],
theta=df['Wind Direction (°)'],
name="Wind Speed",
marker=dict(size=5,
color="mediumseagreen"),
mode="markers"),
row=1,
col=1)
fig.add_trace(
go.Scatter(x=get_hours(),
y=df['Wind Speed (m/s)'],
mode='lines+markers',
name='Theoretical_Power_Curve (KWh)',
marker=dict(symbol="circle", color="mediumseagreen")))
fig.update_layout(
title='Predicted wind speed and wind direction for next 72 hrs.',
paper_bgcolor='#AFEEEE',
legend=dict(orientation="h",
yanchor="bottom",
y=1.02,
xanchor="right",
x=1,
bgcolor="LightSteelBlue",
bordercolor="Black",
borderwidth=2),
xaxis_title='Time (in hours)',
yaxis_title='Wind Speed(m/s)')
return fig
def edge_trace_iterator(adjacency_list, vertices, kwargs):
coord_transform = get_coord_transform_function(kwargs)
line_function = get_line_function(kwargs)
line_width_func = get_line_width_func(adjacency_list, kwargs)
coordinates = ('r', 'theta')
for vertex, neighbour, attributes in utils.edge_iterator(adjacency_list):
if neighbour < vertex:
coord_vertex = itemgetter(*coordinates)(vertices[vertex])
coord_neighbour = itemgetter(*coordinates)(vertices[vertex])
coord_vertex = coord_transform(*coord_vertex)
coord_neighbour = coord_transform(*coord_neighbour)
r, theta = line_function(*coord_vertex, *coord_neighbour)
trace = go.Scatterpolargl(r=r,
theta=theta,
mode='lines',
line_color='rgb(125,125,125)',
hoverinfo='skip',
line_width=line_width_func(attributes),
thetaunit='radians')
yield trace