add keyword search framework, implement video search

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simon 2022-07-19 19:23:59 +07:00
parent d065b5b90a
commit 0a2b6ee90a
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@ -146,34 +146,8 @@ class SearchForm:
def multi_search(self, search_query):
"""searching through index"""
path = "ta_video,ta_channel,ta_playlist/_search"
data = {
"size": 30,
"query": {
"multi_match": {
"query": search_query,
"type": "bool_prefix",
"operator": "and",
"fuzziness": "auto",
"fields": [
"category",
"channel_description",
"channel_name._2gram",
"channel_name._3gram",
"channel_name.search_as_you_type",
"playlist_description",
"playlist_name._2gram",
"playlist_name._3gram",
"playlist_name.search_as_you_type",
"tags",
"title._2gram",
"title._3gram",
"title.search_as_you_type",
],
}
},
}
look_up = SearchHandler(path, config=self.CONFIG, data=data)
path, query = SearchParser(search_query).run()
look_up = SearchHandler(path, config=self.CONFIG, data=query)
search_results = look_up.get_data()
all_results = self.build_results(search_results)
@ -201,3 +175,178 @@ class SearchForm:
}
return all_results
class SearchParser:
"""handle structured searches"""
def __init__(self, search_query):
self.query_words = search_query.lower().split()
self.query_map = False
self.append_to = "term"
def run(self):
"""collection, return path and query dict for es"""
print(f"query words: {self.query_words}")
query_type = self._find_map()
self._run_words()
self._delete_unset()
self._match_data_types()
path, query = QueryBuilder(self.query_map, query_type).run()
return path, query
def _find_map(self):
"""find query in keyword map"""
first_word = self.query_words[0]
key_word_map = self._get_map()
if ":" in first_word:
index_match, query_string = first_word.split(":")
if index_match in key_word_map:
self.query_map = key_word_map.get(index_match)
self.query_words[0] = query_string
return index_match
self.query_map = key_word_map.get("simple")
print(f"query_map: {self.query_map}")
return "simple"
@staticmethod
def _get_map():
"""return map to build on"""
return {
"simple": {
"index": "ta_video,ta_channel,ta_playlist",
"term": [],
},
"video": {
"index": "ta_video",
"term": [],
"channel": [],
"active": [],
},
"channel": {
"index": "ta_channel",
"term": [],
"active": [],
"subscribed": [],
},
"playlist": {
"index": "ta_playlist",
"term": [],
"active": [],
"subscribed": [],
},
"all": {
"index": "ta_subtitle",
"term": [],
},
}
def _run_words(self):
"""append word by word"""
for word in self.query_words:
if ":" in word:
keyword, search_string = word.split(":")
if keyword in self.query_map:
self.append_to = keyword
word = search_string
if word:
self.query_map[self.append_to].append(word)
def _delete_unset(self):
"""delete unset keys"""
new_query_map = {}
for key, value in self.query_map.items():
if value:
new_query_map.update({key: value})
self.query_map = new_query_map
def _match_data_types(self):
"""match values with data types"""
for key, value in self.query_map.items():
if key in ["term", "channel"]:
self.query_map[key] = " ".join(self.query_map[key])
if key in ["active", "subscribed"]:
self.query_map[key] = "yes" in value
class QueryBuilder:
"""build query for ES from form data"""
def __init__(self, query_map, query_type):
self.query_map = query_map
self.query_type = query_type
def run(self):
"""build query"""
path = self._build_path()
query = self.build_query()
print(f"es path: {path}")
print(f"query: {query}")
return path, query
def _build_path(self):
"""build es index search path"""
return f"{self.query_map.get('index')}/_search"
def build_query(self):
"""build query based on query_type"""
exec_map = {
"video": self._build_video,
}
build_must_list = exec_map[self.query_type]
query = {"query": {"bool": {"must": build_must_list()}}}
return query
def _build_video(self):
"""build video query"""
must_list = []
if (term := self.query_map.get("term")) is not None:
must_list.append(
{
"multi_match": {
"query": term,
"type": "bool_prefix",
"fuzziness": "auto",
"fields": [
"title._2gram",
"title._3gram",
"title.search_as_you_type",
"tags",
"category",
],
}
}
)
if (active := self.query_map.get("active")) is not None:
must_list.append({"term": {"active": {"value": active}}})
if (channel := self.query_map.get("channel")) is not None:
must_list.append(
{
"multi_match": {
"query": channel,
"type": "bool_prefix",
"fuzziness": "auto",
"fields": [
"channel.channel_name._2gram",
"channel.channel_name._3gram",
"channel.channel_name.search_as_you_type",
],
}
}
)
return must_list