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

# In[1]:


import pandas as pd
from lets_plot import *

LetsPlot.setup_html()


# In[2]:


mpg_df = pd.read_csv ("https://raw.githubusercontent.com/JetBrains/lets-plot-docs/master/data/mpg.csv")
mpg_df


# In[3]:


p = ggplot(mpg_df, aes("cty","hwy", color='drv')) + \
    geom_point(tooltips=layer_tooltips().line('@manufacturer @model'))


# In[4]:


p2 = p + facet_grid(y="drv")


# In[5]:


w, h = 600, 400

def themeWithFlavor(plot, theme, title):
    bunch = GGBunch()
    bunch.add_plot(plot + theme + ggtitle(title), 0, 0, w, h) 
    bunch.add_plot(plot + theme + flavor_darcula()+ ggtitle("darcula"), w, 0, w, h) 
    bunch.add_plot(plot + theme + flavor_solarized_light()+ ggtitle("solarized_light"), 0, h, w, h) 
    bunch.add_plot(plot + theme + flavor_solarized_dark()+ ggtitle("solarized_dark"), w, h, w, h) 
    bunch.add_plot(plot + theme + flavor_high_contrast_light()+ ggtitle("high_contrast_light"), 0, h*2, w, h) 
    bunch.add_plot(plot + theme + flavor_high_contrast_dark()+ ggtitle("high_contrast_dark"), w, h*2, w, h) 
    bunch.show()


# In[6]:


themeWithFlavor(p, theme_minimal2(), "minimal2")


# In[7]:


themeWithFlavor(p2, theme_minimal2(), "minimal2 + facet_grid")


# In[8]:


themeWithFlavor(p, theme_minimal(), "minimal")


# In[9]:


themeWithFlavor(p2, theme_minimal(), "minimal + facet_grid")


# In[10]:


themeWithFlavor(p, theme_classic(), "classic")


# In[11]:


themeWithFlavor(p2, theme_classic(), "classic + facet_grid")


# In[12]:


themeWithFlavor(p, theme_light(), "light")


# In[13]:


themeWithFlavor(p2, theme_light(), "light + facet_grid")


# In[14]:


themeWithFlavor(p, theme_grey(), "grey")


# In[15]:


themeWithFlavor(p2, theme_grey(), "grey + facet_grid")


# In[16]:


themeWithFlavor(p, theme_void(), "void")


# In[17]:


themeWithFlavor(p2, theme_void(), "void + facet_grid")


# In[18]:


themeWithFlavor(p, theme_none(), "none")


# In[19]:


themeWithFlavor(p2, theme_none(), "none + facet_grid")


# In[20]:


themeWithFlavor(p, theme_bw(), "bw")


# In[21]:


themeWithFlavor(p2, theme_bw(), "bw + facet_grid")