#!/usr/bin/env python
# coding: utf-8

# ### Comparing Scatter Plots with 75,000 Random Points

# Now in Ploty you can implement WebGL with `Scattergl()` in place of `Scatter()` <br>
# for increased speed, improved interactivity, and the ability to plot even more data!

# ### WebGL

# In[1]:


import plotly.plotly as py
import plotly.graph_objs as go

import numpy as np

N = 75000
trace = go.Scattergl(
    x = np.random.randn(N),
    y = np.random.randn(N),
    mode = 'markers',
    marker = dict(
        line = dict(
            width = 1, 
            color = '#404040')
    )
)
data = [trace]
layout = dict(title = 'WEBGL')
fig = dict(data=data, layout=layout)
py.iplot(data, filename='webgl75')


# ### SVG

# In[2]:


import plotly.plotly as py
import plotly.graph_objs as go

import numpy as np

N = 75000
trace = go.Scatter(
    x = np.random.randn(N),
    y = np.random.randn(N),
    mode = 'markers',
    marker = dict(
        line = dict(
            width = 1, 
            color = '#404040')
    )
)
data = [trace]
layout = dict(title = 'SVG')
fig = dict(data=data, layout=layout)
py.iplot(fig, filename='svg75')


# ### References

# For more information see <br>
# `Scattergl()` : https://plotly.com/python/reference/#scattergl <br>
# `Scatter()` : https://plotly.com/python/reference/#scatter

# In[4]:


from IPython.display import display, HTML

display(HTML('<link href="//fonts.googleapis.com/css?family=Open+Sans:600,400,300,200|Inconsolata|Ubuntu+Mono:400,700" rel="stylesheet" type="text/css" />'))
display(HTML('<link rel="stylesheet" type="text/css" href="http://help.plot.ly/documentation/all_static/css/ipython-notebook-custom.css">'))

get_ipython().system(' pip install git+https://github.com/plotly/publisher.git --upgrade')
import publisher
publisher.publish(
    'comparewebgl.ipynb', 'python/compare-webgl-svg/', 'Python Comparing WebGL vs SVG | plotly',
    'Comparing WebGL with Scattergl() to SVG with Scatter() in Python with Plotly.',
    title = 'Comparing WebGL vs SVG | plotly',
    name = 'Comparing WebGL vs SVG',
    language='python')


# In[ ]: