+ +#
+
+
+## Data Engineering ETL
+
+For this task it has created the following [issue](https://github.com/fedepacher/RecomendationML/issues/1) where you can find the description of the task to solve.
+
+## API development
+
+For this task it has created the following [issue](https://github.com/fedepacher/RecomendationML/issues/2) where you can find the description of the task to solve.
+It has the following [issue](https://github.com/fedepacher/RecomendationML/issues/3) related.
+## Deployment
+
+To deploy the environment it has ussed the following [tutorial](https://github.com/HX-FNegrete/render-fastapi-tutorial). The related issue can be found [here](https://github.com/fedepacher/RecomendationML/issues/4).
diff --git a/_src/assets/movies_cover.png b/_src/assets/movies_cover.png
new file mode 100644
index 0000000..6b1982e
Binary files /dev/null and b/_src/assets/movies_cover.png differ
diff --git a/_src/assets/workflow.png b/_src/assets/workflow.png
new file mode 100644
index 0000000..3f8a269
Binary files /dev/null and b/_src/assets/workflow.png differ
diff --git a/movies.py b/movies.py
index 411a049..5907ef9 100644
--- a/movies.py
+++ b/movies.py
@@ -2,6 +2,7 @@
class Movies():
+ """Class that contains all the functions that the API needs."""
def __init__(self):
"""Constructor"""
@@ -26,12 +27,12 @@ def get_count_movies_month(self, month=''):
'septiembre': '9', 'setiembre': '9', 'octubre': '10',
'noviembre': '11', 'diciembre': '12'}
- if month.lower() not in valid_months:
- return {'message': f'Month not exists: {month}'}
- else:
- condition = self._df_movies['release_date'].dt.strftime('%m') == valid_months.get(month.lower())
- return {'message': f'{self._df_movies[condition]["title"].count()} movies were released on ' \
- f'{month}'}
+ if month.lower() in valid_months:
+ variable = valid_months.get(month.lower())
+ condition = self._df_movies['release_date'].dt.strftime('%m') == variable
+ return {'month': month, 'amount': self._df_movies[condition]["title"].count()}
+
+ return {'message': f'Month not exists: {month}'}
def get_count_movies_day(self, day=''):
@@ -46,13 +47,11 @@ def get_count_movies_day(self, day=''):
valid_days = {'lunes': 0, 'martes': 1, 'miercoles': 2, 'jueves': 3,
'viernes': 4, 'sabado': 5, 'domingo': 6}
- if day.lower() not in valid_days:
- return {'message': f'Mes no existente: {day}'}
- else:
- variable = valid_days.get(day.lower())
+ if day.lower() in valid_days:
condition = self._df_movies['release_date'].dt.dayofweek == valid_days.get(day.lower())
- return {'message': f'{self._df_movies[condition]["title"].count()} movies were released on '\
- f'{day}'}
+ return {'day': day, 'amount': self._df_movies[condition]["title"].count()}
+
+ return {'message': f'Mes no existente: {day}'}
def get_score_title(self, title=''):
@@ -68,11 +67,11 @@ def get_score_title(self, title=''):
index = df_aux[df_aux == title.lower()].index
if len(index.values) > 0:
df_aux = self._df_movies.iloc[index][['title', 'release_year', 'popularity']]
- return {'message': f'The movie {df_aux["title"].values[0]} was released on ' \
- f'{df_aux["release_year"].values[0]} with a popularity ' \
- f'of {df_aux["popularity"].values[0].round(1)}'}
- else:
- return {'message': f'Movie `{title}` not found'}
+ return {'title': df_aux["title"].values[0],
+ 'year': df_aux["release_year"].values[0],
+ 'popularity': df_aux["popularity"].values[0].round(1)}
+
+ return {'message': f'Movie `{title}` not found'}
def get_votes_title(self, title=''):
@@ -87,15 +86,17 @@ def get_votes_title(self, title=''):
df_aux = self._df_movies['title'].str.lower()
index = df_aux[df_aux == title.lower()].index
if len(index.values) > 0:
- df_aux = self._df_movies.iloc[index][['title', 'release_year', 'vote_count', 'vote_average']]
+ df_aux = self._df_movies.iloc[index][['title', 'release_year', 'vote_count',
+ 'vote_average']]
if df_aux["vote_count"].values[0] >= 2000:
- return {'message': f'The movie {df_aux["title"].values[0]} was released on ' \
- f'{df_aux["release_year"].values[0]} with {int(df_aux["vote_count"].values[0])} ' \
- f'votes and {df_aux["vote_average"].values[0].round(1)} of votes averages'}
- else:
- return {'message': f'Movie `{title}` has not enough votes'}
- else:
- return {'message': f'Movie `{title}` not found'}
+ return {'title': df_aux["title"].values[0],
+ 'year': df_aux["release_year"].values[0],
+ 'total_votes': int(df_aux["vote_count"].values[0]),
+ 'average_votes': df_aux["vote_average"].values[0].round(1)}
+
+ return {'message': f'Movie `{title}` has not enough votes'}
+
+ return {'message': f'Movie `{title}` not found'}
def get_actor(self, actor=''):
@@ -121,11 +122,12 @@ def get_actor(self, actor=''):
return_list = [self._df_movies['return'].iloc[ret] for ret in index_list]
max_value = max(return_list)
index_max_return = index_list[return_list.index(max_value)]
- return {'message': f'The actor {actor} has starred in {movies_count} films and has got '\
- f'a maximun return of {self._df_movies.iloc[index_max_return]["return"].round(1)} '\
- f'with an average of {ret_mean} per film.'}
- else:
- return {'message': f'Actor `{actor}` not found'}
+ return {'actor': actor,
+ 'movie_count': movies_count,
+ 'max_return': self._df_movies.iloc[index_max_return]["return"].round(1),
+ 'average_return': ret_mean}
+
+ return {'message': f'Actor `{actor}` not found'}
def get_director(self, director=''):
@@ -148,11 +150,13 @@ def get_director(self, director=''):
max_value = max(ret_list)
index_var = index_list[ret_list.index(max_value)]
- text = ''
- for m, d, ret, rev, c in zip(m_list, d_list, ret_list, rev_list, c_list):
- text += f'Movie: {m}, date: {d}, return: {ret.round(1)}, revenue: {rev}, cost: {c}\n'
- return {'message': f'The success of {director} was `{self._df_movies.iloc[index_var]["title"]}` ' \
- f'with a return of {self._df_movies.iloc[index_var]["return"].round(1)}.\n'\
- f'The movie list is:\n{text}'}
- else:
- return {'message': f'Director `{director}` not found'}
+ return {'director': director,
+ 'max_return_title': self._df_movies.iloc[index_var]["title"],
+ 'max_return': self._df_movies.iloc[index_var]["return"].round(1),
+ 'movies': m_list,
+ 'year': d_list,
+ 'return_movie': ret_list,
+ 'budget_movie': c_list,
+ 'revenue_movie': rev_list}
+
+ return {'message': f'Director `{director}` not found'}