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

# In[1]:


get_ipython().run_line_magic('pylab', 'inline')


# # Game of Thrones TVD Plugin

# ## Install

# The following command will install **GameOfThrones TVD plugin** (and **TVD** if it is missing)
# ```bash
# pip install TVDGameOfThrones
# ```

# This will install additional dependencies for visualizing resources in Jupyter/IPython notebook:
# ```bash
# pip install "tvd[notebook]"
# ```

# ## Download all resources

# The following command will download all resources for **Game Of Thrones** into `/tmp/` directory.
# ```bash
# python -m tvd.create metadata /tmp/ GameOfThrones
# ```

# ## Available resources

# Initialize GameOfThrones TVD plugin

# In[2]:


from tvd import GameOfThrones
gameOfThrones = GameOfThrones('/tmp')


# Get first episode

# In[3]:


episode = gameOfThrones.episodes[0]
episode


# ### Segmentation into scenes

# Provides:
# - manual segmentation into scenes

# In[10]:


scenes = gameOfThrones.get_resource('scenes', episode)
scenes


# ### Outlines

# Source: http://gameofthrones.wikia.com/  
# Provides 
#   - scene summary
# 
# Does not provide timestamps.

# In[7]:


outline_www = gameOfThrones.get_resource('outline_www', episode)
outline_www


# ### Transcripts

# Source: http://foreverdreaming.org/  
# Provides:
# 
#   - speaker label
#   - speech content
# 
# Does not provide timestamps.

# In[8]:


transcript = gameOfThrones.get_resource('transcript', episode)
transcript


# ### Force-aligned transcripts

# Source: [LIMSI](http://www.limsi.fr)  
# Provides:
# 
#   - word-level timestamps (start & end time)

# In[9]:


transcript_aligned = gameOfThrones.get_resource('transcript_aligned', episode)
transcript_aligned.crop(180, 190)