def _create_and_save_scatter_chart(self, player_shots_df, player_name):
"""
Given a DataFrame object, save a scatter shot chart and return its path
"""
if player_shots_df.SHOT_MADE_FLAG.count() > 0:
chart_title = self._get_chart_title(player_name,
CHART_KIND.SCATTER)
filename = self._get_filename_from_player_name(
player_name, CHART_KIND.SCATTER)
player_shots_df_fg_made = player_shots_df.query(
'SHOT_MADE_FLAG == 1')
player_shots_df_fg_missed = player_shots_df.query(
'SHOT_MADE_FLAG == 0')
nba.shot_chart(player_shots_df_fg_missed.LOC_X,
player_shots_df_fg_missed.LOC_Y,
title=chart_title,
color=SHOT_COLOR.MISSED,
flip_court=True)
nba.shot_chart(player_shots_df_fg_made.LOC_X,
player_shots_df_fg_made.LOC_Y,
title=chart_title,
color=SHOT_COLOR.MADE,
flip_court=True)
return self._save_plot(filename)
print "No data..."
return None
def _create_and_save_hex_chart(self, player_shots_df, player_name):
"""
Given a DataFrame object, save a hex shot chart and return its path
"""
if player_shots_df.SHOT_MADE_FLAG.count() > 0:
chart_title = self._get_chart_title(player_name, CHART_KIND.HEX)
filename = self._get_filename_from_player_name(player_name, CHART_KIND.HEX)
nba.shot_chart(player_shots_df.LOC_X,
player_shots_df.LOC_Y,
C=player_shots_df.SHOT_MADE_FLAG,
title=chart_title,
kind=CHART_KIND.HEX,
cmap=self.cmap,
gridsize=HEX_GRID_SIZE,
flip_court=True)
return self._save_plot(filename)
print "No data..."
return None
def _create_and_save_hex_chart(self, player_shots_df, player_name):
"""
Given a DataFrame object, save a hex shot chart and return its path
"""
if player_shots_df.SHOT_MADE_FLAG.count() > 0:
chart_title = self._get_chart_title(player_name, CHART_KIND.HEX)
filename = self._get_filename_from_player_name(
player_name, CHART_KIND.HEX)
nba.shot_chart(player_shots_df.LOC_X,
player_shots_df.LOC_Y,
C=player_shots_df.SHOT_MADE_FLAG,
title=chart_title,
kind=CHART_KIND.HEX,
cmap=self.cmap,
gridsize=HEX_GRID_SIZE,
flip_court=True)
return self._save_plot(filename)
print "No data..."
return None
def _create_and_save_scatter_chart(self, player_shots_df, player_name):
"""
Given a DataFrame object, save a scatter shot chart and return its path
"""
if player_shots_df.SHOT_MADE_FLAG.count() > 0:
chart_title = self._get_chart_title(player_name, CHART_KIND.SCATTER)
filename = self._get_filename_from_player_name(player_name, CHART_KIND.SCATTER)
player_shots_df_fg_made = player_shots_df.query('SHOT_MADE_FLAG == 1')
player_shots_df_fg_missed = player_shots_df.query('SHOT_MADE_FLAG == 0')
nba.shot_chart(player_shots_df_fg_missed.LOC_X,
player_shots_df_fg_missed.LOC_Y,
title=chart_title,
color=SHOT_COLOR.MISSED,
flip_court=True)
nba.shot_chart(player_shots_df_fg_made.LOC_X,
player_shots_df_fg_made.LOC_Y,
title=chart_title,
color=SHOT_COLOR.MADE,
flip_court=True)
return self._save_plot(filename)
print "No data..."
return None