Add more filters

.pylintrc

@@ -43,6 +43,7 @@ max-args=10
 generated-members=
     # elasticsearch-dsl
     s.source,
+    s.sort,
     # sqlalchemy
     session.commit,
     session.query,

assets/js/movie.js

@@ -20,13 +20,22 @@
         const cy = document.querySelectorAll('input[name=year]:checked');
         const years = [...cy].map(c => c.value);
 
+        // Checked score
+        const cs = document.querySelector('input[name=score]:checked');
+
+        // Checked number of votes
+        const cn = document.querySelector('input[name=num_votes]:checked');
+
         const xhr = new XMLHttpRequest();
 
         var formData = new FormData();
 
         // Form data for the request
-        formData.append('genres', genres);
-        formData.append('years', years);
+        if (genres.length > 0) formData.append('years', years);
+        if (years.length > 0) formData.append('years', years);
+        if (cs) formData.append('score', cs.value)
+        if (cn) formData.append('num_votes', cn.value)
+
         formData.append('page', page);
 
         xhr.open('POST', '/movie/search', false);

elastic/model/basic.py

@@ -10,6 +10,7 @@ class Basic(Document):
     start_year = Integer()
     average_rating = Float()
     num_votes = Integer()
+    score = Float()
     title_type = Keyword()
 
     class Index:

elastic/service/basic.py

@@ -11,18 +11,6 @@ class ElasticBasicService:
     def __init__(self):
         self._name = 'basic'
 
-        self._year_map = {
-            '2020s': [2020, 2029],
-            '2010s': [2010, 2019],
-            '2000s': [2000, 2009],
-            '1990s': [1990, 1999],
-            '1980s': [1980, 1989],
-            '1970s': [1970, 1979],
-            '1960s': [1960, 1969],
-            '1950s': [1950, 1959],
-            'b1950': [1800, 1949]
-        }
-
     def _save(self, basics):
         """
         Save data to basic index
@@ -71,6 +59,7 @@ def save_all(self):
                 b.genres = r.basic.genres
                 b.start_year = r.basic.start_year
                 b.average_rating = r.rating.average_rating
+                b.score = r.rating.average_rating * r.rating.num_votes
                 b.num_votes = r.rating.num_votes
                 b.title_type = r.basic.title_type
 
@@ -80,7 +69,16 @@ def save_all(self):
 
             offset += limit
 
-    def search(self, genres, years, page=1, size=12, exact=True):
+    def search(
+        self,
+        genres,
+        years,
+        score,
+        num_votes,
+        page=1,
+        size=12,
+        exact=True
+    ):
         """
         Search on basic index
 
@@ -103,27 +101,37 @@ def search(self, genres, years, page=1, size=12, exact=True):
 
         ranges = []
 
+        # filter by year
         for year in years:
-            lower, upper = self._year_map[year]
-
-            # filter by year
             year_filter = {
-                'gte': lower,
-                'lte': upper
+                'gte': int(year) - 9,
+                'lte': int(year)
             }
 
             range_query = Q('range', start_year=year_filter)
 
             ranges.append(range_query)
 
         filters = [
-            Q('bool', should=ranges)
+            Q('bool', should=ranges),
         ]
 
+        # filter by imdb score
+        score_filter = Q('range', average_rating={'gte': float(score)})
+        filters.append(score_filter)
+
+        # filter by number of votes
+        vote_filter = Q('range', num_votes={'gte': num_votes})
+        filters.append(vote_filter)
+
         # search object by limit and offset
         from_ = (page - 1) * size
+
         s = Search(using=es, index=self._name).extra(from_=from_, size=size)
 
+        # sort by score (num_votes * average_rating) descending
+        s = s.sort('-score')
+
         # set query
         s.query = Q('bool', must=musts, filter=filters)
 

server/__init__.py

@@ -8,5 +8,6 @@
 app.config['SECRET_KEY'] = config.app.secret_key
 
 # update jinja environments
+app.jinja_env.globals['f_range'] = Ninja.float_range
 app.jinja_env.globals['f_minute'] = Ninja.format_minutes
 app.jinja_env.globals['unescape'] = Ninja.unescape

template/movie.html

@@ -23,50 +23,40 @@ <h5>Filter by genre</h5>
                     <div class="row mt-4">
                         <h5>Filter by year</h5>
                         <div class="form-check">
-                            <input class="btn-check" name="year" type="checkbox" value="2020s" id="2020s"/>
-                            <label class="btn btn-outline-secondary mt-2" for="2020s">
-                                2020s
-                            </label>
+                            {% for i in range(2029, 1939, -10) %}
+                                {% set button_text = (i - 9) | string + 's' %}
 
-                            <input class="btn-check" name="year" type="checkbox" value="2010s" id="2010s"/>
-                            <label class="btn btn-outline-secondary mt-2" for="2010s">
-                                2010s
-                            </label>
+                                {% if i == 1949 %}
+                                    {% set button_text = 'Before 1950' %}
+                                {% endif %}
 
-                            <input class="btn-check" name="year" type="checkbox" value="2000s" id="2000s"/>
-                            <label class="btn btn-outline-secondary mt-2" for="2000s">
-                                2000s
-                            </label>
-
-                            <input class="btn-check" name="year" type="checkbox" value="1990s" id="1990s"/>
-                            <label class="btn btn-outline-secondary mt-2" for="1990s">
-                                1990s
-                            </label>
-
-                            <input class="btn-check" name="year" type="checkbox" value="1980s" id="1980s"/>
-                            <label class="btn btn-outline-secondary mt-2" for="1980s">
-                                1980s
-                            </label>
-
-                            <input class="btn-check" name="year" type="checkbox" value="1970s" id="1970s"/>
-                            <label class="btn btn-outline-secondary mt-2" for="1970s">
-                                1970s
-                            </label>
-
-                            <input class="btn-check" name="year" type="checkbox" value="1960s" id="1960s"/>
-                            <label class="btn btn-outline-secondary mt-2" for="1960s">
-                                1960s
-                            </label>
-
-                            <input class="btn-check" name="year" type="checkbox" value="1950s" id="1950s"/>
-                            <label class="btn btn-outline-secondary mt-2" for="1950s">
-                                1950s
-                            </label>
-
-                            <input class="btn-check" name="year" type="checkbox" value="b1950" id="b1950"/>
-                            <label class="btn btn-outline-secondary mt-2" for="b1950">
-                                Before 1950
-                            </label>
+                                <input class="btn-check" name="year" type="checkbox" value="{{ i }}" id="{{ i }}s"/>
+                                <label class="btn btn-outline-secondary mt-2" for="{{ i }}s">
+                                    {{ button_text }}
+                                </label>
+                            {% endfor %}
+                        </div>
+                    </div>
+                    <div class="row mt-4">
+                        <h5>Filter by IMDB score</h5>
+                        <div class="form-check">
+                            {% for i in f_range(5, 9.5, 0.5) %}
+                                <input class="btn-check" name="score" type="radio" value="{{ i }}" id="{{ i }}+"/>
+                                <label class="btn btn-outline-secondary mt-2" for="{{ i }}+">
+                                    {{ i }}+
+                                </label>
+                            {% endfor %}
+                        </div>
+                    </div>
+                    <div class="row mt-4">
+                        <h5>Filter by number of votes</h5>
+                        <div class="form-check">
+                            {% for i in range(5000, 30000, 5000) %}
+                                <input class="btn-check" name="num_votes" type="radio" value="{{ i }}" id="{{ i }}+"/>
+                                <label class="btn btn-outline-secondary mt-2" for="{{ i }}+">
+                                    {{ i }}+
+                                </label>
+                            {% endfor %}
                         </div>
                     </div>
                     <button type="button" class="btn btn-primary btn-apply">
@@ -96,8 +86,7 @@ <h5>Filter by year</h5>
             {% endfor %}
         </div>
         <nav class="visually-hidden nav-pagination mb-5">
-            <ul class="pagination ul-pagination">
-            </ul>
+            <ul class="pagination ul-pagination"></ul>
         </nav>
     </div>
 {% endblock %}

util/ninja.py

@@ -1,7 +1,21 @@
 import html
+import numpy as np
 
 
 class Ninja:
+    @staticmethod
+    def float_range(lower, upper, step):
+        """
+        Float range function
+
+        :param int lower: lower point
+        :param int upper: upper point
+        :param float step: step value
+        :return: list of values by lower, upper and step values
+        :rtype: list
+        """
+        return list(np.arange(lower, upper, step))
+
     @staticmethod
     def format_minutes(minutes):
         """

validation/custom/field_array.py

@@ -12,6 +12,9 @@ def _value(self):
         return ''
 
     def process_formdata(self, valuelist):
+        if self.data:
+            valuelist = self.data
+
         if valuelist:
             self.data = [x.strip() for x in valuelist[0].split(',')]
         else:

validation/movie.py

@@ -1,32 +1,52 @@
 from validation import ServiceForm
 from validation.custom import CommaSeparatedField
-from wtforms import IntegerField, StringField
-from wtforms.validators import DataRequired, NumberRange
+from wtforms import DecimalField, IntegerField, StringField
+from wtforms.validators import DataRequired, Optional, NumberRange
 
 
 class MovieListForm(ServiceForm):
     genres = CommaSeparatedField(
         StringField(
             'genres',
-            validators=[
-                DataRequired(message='The genres field is required.')
-            ]
-        )
+            validators=[Optional()]
+        ),
+        default=['Drama']
     )
 
     years = CommaSeparatedField(
-        StringField(
+        IntegerField(
             'years',
-            validators=[
-                DataRequired(message='The years field is required.')
-            ]
-        )
+            validators=[Optional()]
+        ),
+        default=['1979, 1989, 1999, 2009']
+    )
+
+    score = DecimalField(
+        label='score',
+        validators=[
+            Optional(),
+            NumberRange(min=5.0, max=9.0, message='The score must be between 5.0 and 9.0.')
+        ],
+        default=8.0
+    )
+
+    num_votes = IntegerField(
+        label='num_votes',
+        validators=[
+            Optional(),
+            NumberRange(
+                min=5000,
+                max=25000,
+                message='The number of votes must be between 5000 and 25000.'
+            )
+        ],
+        default=25000
     )
 
     page = IntegerField(
         label='page',
         validators=[
-            DataRequired(),
+            DataRequired('The page number is required.'),
             NumberRange(min=1, message='The page number must be at least 1.')
         ]
     )

web/movie.py

@@ -32,6 +32,8 @@ def search():
     result = ebs.search(
         genres=form.genres.data,
         years=form.years.data,
+        score=form.score.data,
+        num_votes=form.num_votes.data,
         page=form.page.data,
         exact=False
     )