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youtube_data2.py
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# -*-coding:utf-8-*-
# This is a sample Python script.
# Press Shift+F10 to execute it[0] or replace it[0] with your code.
# Press Double Shift to search everywhere for classes, files, tool windows, actions, and settings.
# print(json.dumps(pretty_json, indent=4, ensure_ascii=False))
# export GOOGLE_APPLICATION_CREDENTIALS="/home/psc/Trendup2020-39205bfb2ca5.json"
import tcp
from langdetect import detect
import json
import requests
from google.cloud import language_v1
from google.cloud.language_v1 import enums
import pymysql.cursors
'''
#python3 is default is utf8
from importlib import reload
import sys
reload(sys)
sys.setdefaultencoding('utf-8')
'''
QUERY_INSERT_YOUTUBE = "insert into youtube (rank, keyword, date_, gender, score) values(%s, %s, cast(now() as char), %s, %s)"
QUERY_INSERT_YOUTUBE_LIVE = "insert into youtube_live (rank, keyword, date_, gender, score) values(%s, %s, cast(now() as char), %s, %s)"
QUERY_DELETE_YOUTUBE_LIVE = "delete from youtube_live"
QUERY_INSERT_YOUTUBE_VIDEO_ID = "insert into youtube_video_id (id) values(%s)"
QUERY_SELECT_ALL_YOUTUBE_VIDEO_ID ="select * from youtube_video_id"
QUERY_INSERT_YOUTUBE_MAP_NODE = "insert into youtube_map_node_live (channel_id, title, subscriber_count) values(%s, %s, %s)"
QUERY_INSERT_YOUTUBE_MAP_EDGE = "insert into youtube_map_edge_live (source_id, target_id, size) values(%s, %s, %s)"
URL_CHANNEL = "https://www.googleapis.com/youtube/v3/channels"
URL_SEARCH = "https://www.googleapis.com/youtube/v3/search"
URL_VIDEO = "https://www.googleapis.com/youtube/v3/videos"
URL_COMMENT_THREAD = "https://www.googleapis.com/youtube/v3/commentThreads"
URL_ACTIVITY = "https://www.googleapis.com/youtube/v3/activities"
API_KEY = ""
with open("/home/psc/api_key.txt", "r") as file:
API_KEY = file.read()
MAX_RESULT = "5"
MAX_PAGE = 2
MAX_CHANNEL = 100
# https://www.googleapis.com/youtube/v3/videoCategories?&key=AIzaSyABYt3bjXmFzFyzZxJJut7J93Bv_3BkhUE&part=snippet®ionCode=KR&hl=ko_KR
channel_dict = dict()
channel_count = 0
vector_2d_channel = [[0]*MAX_CHANNEL]*MAX_CHANNEL
conn = pymysql.connect(
host="101.101.217.206",
port=3306,
user="trendup",
passwd="2020",
database="dbtrendup",
charset='utf8'
)
curs=conn.cursor()
def get_keyword(text_content):
lst =[]
"""
Analyzing Entities in a String
Args:
text_content The text content to analyze
"""
client = language_v1.LanguageServiceClient()
# text_content = 'California is a state.'
# Available types: PLAIN_TEXT, HTML
type_ = enums.Document.Type.PLAIN_TEXT
# Optional. If not specified, the language is automatically detected.
# For list of supported languages:
# https://cloud.google.com/natural-language/docs/languages
language = detect(text_content)
print(language)
if not (language == "en" or language == "ko"):
return lst
document = {"content": text_content, "type": type_, "language": language}
# Available values: NONE, UTF8, UTF16, UTF32
encoding_type = enums.EncodingType.UTF8
response = client.analyze_entities(document, encoding_type=encoding_type)
# Loop through entitites returned from the API
for entity in response.entities:
'''
print("Representative name for the entity: {}".format(entity.name))
print("Entity type: {}".format(enums.Entity.Type(entity.type).name))
print("Salience score: {}".format(entity.salience))
'''
if (
(enums.Entity.Type(entity.type).name == "PERSON" or
enums.Entity.Type(entity.type).name == "UNKNOWN" or
enums.Entity.Type(entity.type).name == "CONSUMER_GOOD" or
enums.Entity.Type(entity.type).name == "OTHER") and
entity.salience > 0.1):
lst.append(entity.name)
#print(u"Representative name for the entity: {}".format(entity.name))
#print(u"Entity type: {}".format(enums.Entity.Type(entity.type).name))
#print(u"Salience score: {}".format(entity.salience))
return lst
def get_view_count_by_id(videoId):
response = requests.get(URL_VIDEO + "?part=statistics" + "&key=" + API_KEY + "&id=" + videoId)
temp = json.loads(response.text)
print(json.dumps(temp, indent=4, ensure_ascii=False))
return temp["items"][0]["statistics"]["viewCount"]
def get_youtube_data_by_q(q):
'''®ionCode=KR&relevanceLanguage=ko'''
result_dict = dict()
cnt = 0
is_next = False
next = ""
while True:
cnt += 1
print(next)
if is_next:
response = requests.get(URL_SEARCH + "?q=" + q + "&pageToken=" + next + "&part=snippet" + "&key=" + API_KEY + "&maxResults=" + MAX_RESULT + "&type=video")
else :
response = requests.get(URL_SEARCH + "?q=" + q + "&part=snippet" + "&key=" + API_KEY + "&maxResults=" + MAX_RESULT + "&type=video")
res = json.loads(response.text)
for item in res["items"]:
curs.execute(QUERY_INSERT_YOUTUBE_VIDEO_ID, (item["id"]["videoId"]))
viewCount = int(get_view_count_by_id(item["id"]["videoId"]))
for i in get_keyword(item["snippet"]["title"]):
if i in result_dict.keys():
result_dict[i] += viewCount
else:
result_dict[i] = viewCount
'''
for i in get_keyword(item["snippet"]["description"]):
if i in result_dict.keys():
result_dict[i] += viewCount
elif i != "여자":
result_dict[i] = viewCount
'''
'''
get_view_count_by_id(item["id"]["videoId"])
print("category:", q)
print("keyword_title:")
for i in get_keyword(item["snippet"]["title"]):
print(i)
print("keyword_desc: {}".format(get_keyword(item["snippet"]["description"])))
print("viewCount: {}".format(get_view_count_by_id(item["id"]["videoId"])))
print("publish time: {}".format(item["snippet"]["publishTime"]))
'''
if cnt < MAX_PAGE :
# 더이상 자료가 없을때
if "nextPageToken" in res:
next = res["nextPageToken"]
is_next = True
else:
break
continue
break
sorted_result =sorted(result_dict.items(), key=lambda x: x[1], reverse=True)
cnt2=0
curs.execute(QUERY_DELETE_YOUTUBE_LIVE)
for it in sorted_result:
if( it[0].find("여자") != -1 or it[0].find("여성") != -1 or it[0][0].find("여름") != -1 or it[0].find("옷") != -1 or it[0].find("문제점") != -1 or it[0].find("공통") != -1 or it[0].find("코디") != -1
or it[0].find("패션") != -1 or it[0].find("남자") != -1 or it[0].find("남성") != -1 or it[0].find("입") != -1 or it[0].find("할인") != -1 or it[0].find("완전") != -1 or it[0].find("노하우") != -1
or it[0].find("계절별") != -1 or it[0].find("리뷰") != -1 or it[0].find("이유") != -1 or it[0].find("기본") != -1 or it[0].find("정리") != -1 or it[0].find("요청") != -1 or it[0].find("구독자") != -1
or it[0].find("모음") != -1 or it[0].find("추천") != -1 or it[0].find("!!") != -1 or it[0].find("그림") != -1 or it[0].find("팁") != -1 or it[0].find("성공") != -1 or it[0].find("증정") != -1
or it[0].find("옆") != -1 or it[0].find("친구") != -1 or it[0].find("템") != -1 or it[0].find("포함") != -1 or it[0].find("영상") != -1 or it[0].find("쿠폰") != -1 or it[0].find("언박싱") != -1) :
continue
cnt2+=1
curs.execute(QUERY_INSERT_YOUTUBE, (cnt2, it[0], "여자", str(it[1])))
curs.execute(QUERY_INSERT_YOUTUBE_LIVE, (cnt2, it[0], "여자", str(it[1])))
if cnt2 == 20:
break
print(sorted_result)
return 0
def analyze_channel_map(videoId):
# find comment's author channel ID by commentThread.list
# detect subscription data by activity.list
# count and append properly
# return 2 dimension vector
result_dict = dict()
response = requests.get(URL_COMMENT_THREAD + "?part=snippet" + "&key=" + API_KEY + "&maxResults=" + MAX_RESULT + "&videoId=" + videoId + "&order=relevance")
temp = json.loads(response.text)
print(json.dumps(temp, indent=4, ensure_ascii=False))
for item in temp["items"]:
author_channelId = item["snippet"]["topLevelComment"]["snippet"]["authorChannelId"]["value"]
response2 = requests.get(URL_ACTIVITY + "?part=contentDetails" + "&key=" + API_KEY + "&maxResults=" + "10" + "&channelId=" + author_channelId)
temp2 = json.loads(response2.text)
print(json.dumps(temp2, indent=4, ensure_ascii=False))
if "nextPageToken" in temp2:
i = 0
is_next = False
next = ""
while True:
i+=1
if is_next:
response2 = requests.get(URL_ACTIVITY + "?part=contentDetails" + "&key=" + API_KEY + "&maxResults=" + "10" + "&pageToken=" + next + "&channelId=" + author_channelId)
else:
response2 = requests.get(URL_ACTIVITY + "?part=contentDetails" + "&key=" + API_KEY + "&maxResults=" + "10" + "&channelId=" + author_channelId)
temp2 = json.loads(response2.text)
print(json.dumps(temp2, indent=4, ensure_ascii=False))
sub_channel = []
for item2 in temp2["items"]:
sub_channel.append(item2["contentDetails"]["subscription"]["resourceId"]["channelId"])
for channel in sub_channel:
result_dict.update({channel:{}})
for channel2 in sub_channel:
# add
# check existing key and update value++ (for checking common subscription)
if channel != channel2:
result_dict[channel].update({channel2:1})
print(result_dict)
if i < MAX_PAGE :
if "nextPageToken" in temp2:
next = temp2["nextPageToken"]
is_next = True
else:
break
continue
break
return result_dict
def make_map(result_dict):
# result_dict = {'UCYwx4uxuwZ0i_hdjaHmWn-Q': {'UCBjSSuABxI9mIvDCkYV-Hnw': 1, 'UCFHOhnjF1KpoxpYfMn2pOKA': 1, 'UCkHIIJqbXrkq0TFChpthCVg': 1, 'UCk5bhZYNtbPJyNLRxN8D8NQ': 1, 'UCfldmTAkWErTcbiAA9GeVxg': 1, 'UCADOqr6bwKK4JuENxsoFDng': 1, 'UC-Bsa2ivAGWq7bsSPrPGFVA': 1, 'UCFCtZJTuJhE18k8IXwmXTYQ': 1, 'UCJ6ffXRHtnXLhM2MFYsOrhQ': 1}, 'UCBjSSuABxI9mIvDCkYV-Hnw': {'UCYwx4uxuwZ0i_hdjaHmWn-Q': 1, 'UCFHOhnjF1KpoxpYfMn2pOKA': 1, 'UCkHIIJqbXrkq0TFChpthCVg': 1, 'UCk5bhZYNtbPJyNLRxN8D8NQ': 1, 'UCfldmTAkWErTcbiAA9GeVxg': 1, 'UCADOqr6bwKK4JuENxsoFDng': 1, 'UC-Bsa2ivAGWq7bsSPrPGFVA': 1, 'UCFCtZJTuJhE18k8IXwmXTYQ': 1, 'UCJ6ffXRHtnXLhM2MFYsOrhQ': 1}, 'UCFHOhnjF1KpoxpYfMn2pOKA': {'UCYwx4uxuwZ0i_hdjaHmWn-Q': 1, 'UCBjSSuABxI9mIvDCkYV-Hnw': 1, 'UCkHIIJqbXrkq0TFChpthCVg': 1, 'UCk5bhZYNtbPJyNLRxN8D8NQ': 1, 'UCfldmTAkWErTcbiAA9GeVxg': 1, 'UCADOqr6bwKK4JuENxsoFDng': 1, 'UC-Bsa2ivAGWq7bsSPrPGFVA': 1, 'UCFCtZJTuJhE18k8IXwmXTYQ': 1, 'UCJ6ffXRHtnXLhM2MFYsOrhQ': 1}, 'UCkHIIJqbXrkq0TFChpthCVg': {'UCYwx4uxuwZ0i_hdjaHmWn-Q': 1, 'UCBjSSuABxI9mIvDCkYV-Hnw': 1, 'UCFHOhnjF1KpoxpYfMn2pOKA': 1, 'UCk5bhZYNtbPJyNLRxN8D8NQ': 1, 'UCfldmTAkWErTcbiAA9GeVxg': 1, 'UCADOqr6bwKK4JuENxsoFDng': 1, 'UC-Bsa2ivAGWq7bsSPrPGFVA': 1, 'UCFCtZJTuJhE18k8IXwmXTYQ': 1, 'UCJ6ffXRHtnXLhM2MFYsOrhQ': 1}, 'UCk5bhZYNtbPJyNLRxN8D8NQ': {'UCYwx4uxuwZ0i_hdjaHmWn-Q': 1, 'UCBjSSuABxI9mIvDCkYV-Hnw': 1, 'UCFHOhnjF1KpoxpYfMn2pOKA': 1, 'UCkHIIJqbXrkq0TFChpthCVg': 1, 'UCfldmTAkWErTcbiAA9GeVxg': 1, 'UCADOqr6bwKK4JuENxsoFDng': 1, 'UC-Bsa2ivAGWq7bsSPrPGFVA': 1, 'UCFCtZJTuJhE18k8IXwmXTYQ': 1, 'UCJ6ffXRHtnXLhM2MFYsOrhQ': 1}, 'UCfldmTAkWErTcbiAA9GeVxg': {'UCYwx4uxuwZ0i_hdjaHmWn-Q': 1, 'UCBjSSuABxI9mIvDCkYV-Hnw': 1, 'UCFHOhnjF1KpoxpYfMn2pOKA': 1, 'UCkHIIJqbXrkq0TFChpthCVg': 1, 'UCk5bhZYNtbPJyNLRxN8D8NQ': 1, 'UCADOqr6bwKK4JuENxsoFDng': 1, 'UC-Bsa2ivAGWq7bsSPrPGFVA': 1, 'UCFCtZJTuJhE18k8IXwmXTYQ': 1, 'UCJ6ffXRHtnXLhM2MFYsOrhQ': 1}, 'UCADOqr6bwKK4JuENxsoFDng': {'UCYwx4uxuwZ0i_hdjaHmWn-Q': 1, 'UCBjSSuABxI9mIvDCkYV-Hnw': 1, 'UCFHOhnjF1KpoxpYfMn2pOKA': 1, 'UCkHIIJqbXrkq0TFChpthCVg': 1, 'UCk5bhZYNtbPJyNLRxN8D8NQ': 1, 'UCfldmTAkWErTcbiAA9GeVxg': 1, 'UC-Bsa2ivAGWq7bsSPrPGFVA': 1, 'UCFCtZJTuJhE18k8IXwmXTYQ': 1, 'UCJ6ffXRHtnXLhM2MFYsOrhQ': 1}, 'UC-Bsa2ivAGWq7bsSPrPGFVA': {'UCYwx4uxuwZ0i_hdjaHmWn-Q': 1, 'UCBjSSuABxI9mIvDCkYV-Hnw': 1, 'UCFHOhnjF1KpoxpYfMn2pOKA': 1, 'UCkHIIJqbXrkq0TFChpthCVg': 1, 'UCk5bhZYNtbPJyNLRxN8D8NQ': 1, 'UCfldmTAkWErTcbiAA9GeVxg': 1, 'UCADOqr6bwKK4JuENxsoFDng': 1, 'UCFCtZJTuJhE18k8IXwmXTYQ': 1, 'UCJ6ffXRHtnXLhM2MFYsOrhQ': 1}, 'UCFCtZJTuJhE18k8IXwmXTYQ': {'UCYwx4uxuwZ0i_hdjaHmWn-Q': 1, 'UCBjSSuABxI9mIvDCkYV-Hnw': 1, 'UCFHOhnjF1KpoxpYfMn2pOKA': 1, 'UCkHIIJqbXrkq0TFChpthCVg': 1, 'UCk5bhZYNtbPJyNLRxN8D8NQ': 1, 'UCfldmTAkWErTcbiAA9GeVxg': 1, 'UCADOqr6bwKK4JuENxsoFDng': 1, 'UC-Bsa2ivAGWq7bsSPrPGFVA': 1, 'UCJ6ffXRHtnXLhM2MFYsOrhQ': 1}, 'UCJ6ffXRHtnXLhM2MFYsOrhQ': {'UCYwx4uxuwZ0i_hdjaHmWn-Q': 1, 'UCBjSSuABxI9mIvDCkYV-Hnw': 1, 'UCFHOhnjF1KpoxpYfMn2pOKA': 1, 'UCkHIIJqbXrkq0TFChpthCVg': 1, 'UCk5bhZYNtbPJyNLRxN8D8NQ': 1, 'UCfldmTAkWErTcbiAA9GeVxg': 1, 'UCADOqr6bwKK4JuENxsoFDng': 1, 'UC-Bsa2ivAGWq7bsSPrPGFVA': 1, 'UCFCtZJTuJhE18k8IXwmXTYQ': 1}, 'UCHKDlM4UOmtEBhwDTg8lqJQ': {'UCZuaBVFU70xJUTpHpkuav8g': 1, 'UCoC47do520os_4DBMEFGg4A': 1, 'UC6eAzxps7dpL7wfbVnunmgQ': 1, 'UCPtTNQQxoBF4Gzdw5o9Zc2g': 1, 'UC1of9ELYwB623fWaAMRDVFA': 1, 'UC9XkOhrpTs3ibUqvjQmT8uA': 1, 'UC8a6z7i9qypp9PqJ_0HhBrw': 1, 'UCZVD--cl8FLRn7kmSudAuBA': 1, 'UCuh6Br1vzgo1LivYgKvno5Q': 1}, 'UCZuaBVFU70xJUTpHpkuav8g': {'UCHKDlM4UOmtEBhwDTg8lqJQ': 1, 'UCoC47do520os_4DBMEFGg4A': 1, 'UC6eAzxps7dpL7wfbVnunmgQ': 1, 'UCPtTNQQxoBF4Gzdw5o9Zc2g': 1, 'UC1of9ELYwB623fWaAMRDVFA': 1, 'UC9XkOhrpTs3ibUqvjQmT8uA': 1, 'UC8a6z7i9qypp9PqJ_0HhBrw': 1, 'UCZVD--cl8FLRn7kmSudAuBA': 1, 'UCuh6Br1vzgo1LivYgKvno5Q': 1}, 'UCoC47do520os_4DBMEFGg4A': {'UCHKDlM4UOmtEBhwDTg8lqJQ': 1, 'UCZuaBVFU70xJUTpHpkuav8g': 1, 'UC6eAzxps7dpL7wfbVnunmgQ': 1, 'UCPtTNQQxoBF4Gzdw5o9Zc2g': 1, 'UC1of9ELYwB623fWaAMRDVFA': 1, 'UC9XkOhrpTs3ibUqvjQmT8uA': 1, 'UC8a6z7i9qypp9PqJ_0HhBrw': 1, 'UCZVD--cl8FLRn7kmSudAuBA': 1, 'UCuh6Br1vzgo1LivYgKvno5Q': 1}, 'UC6eAzxps7dpL7wfbVnunmgQ': {'UCHKDlM4UOmtEBhwDTg8lqJQ': 1, 'UCZuaBVFU70xJUTpHpkuav8g': 1, 'UCoC47do520os_4DBMEFGg4A': 1, 'UCPtTNQQxoBF4Gzdw5o9Zc2g': 1, 'UC1of9ELYwB623fWaAMRDVFA': 1, 'UC9XkOhrpTs3ibUqvjQmT8uA': 1, 'UC8a6z7i9qypp9PqJ_0HhBrw': 1, 'UCZVD--cl8FLRn7kmSudAuBA': 1, 'UCuh6Br1vzgo1LivYgKvno5Q': 1}, 'UCPtTNQQxoBF4Gzdw5o9Zc2g': {'UCHKDlM4UOmtEBhwDTg8lqJQ': 1, 'UCZuaBVFU70xJUTpHpkuav8g': 1, 'UCoC47do520os_4DBMEFGg4A': 1, 'UC6eAzxps7dpL7wfbVnunmgQ': 1, 'UC1of9ELYwB623fWaAMRDVFA': 1, 'UC9XkOhrpTs3ibUqvjQmT8uA': 1, 'UC8a6z7i9qypp9PqJ_0HhBrw': 1, 'UCZVD--cl8FLRn7kmSudAuBA': 1, 'UCuh6Br1vzgo1LivYgKvno5Q': 1}, 'UC1of9ELYwB623fWaAMRDVFA': {'UCHKDlM4UOmtEBhwDTg8lqJQ': 1, 'UCZuaBVFU70xJUTpHpkuav8g': 1, 'UCoC47do520os_4DBMEFGg4A': 1, 'UC6eAzxps7dpL7wfbVnunmgQ': 1, 'UCPtTNQQxoBF4Gzdw5o9Zc2g': 1, 'UC9XkOhrpTs3ibUqvjQmT8uA': 1, 'UC8a6z7i9qypp9PqJ_0HhBrw': 1, 'UCZVD--cl8FLRn7kmSudAuBA': 1, 'UCuh6Br1vzgo1LivYgKvno5Q': 1}, 'UC9XkOhrpTs3ibUqvjQmT8uA': {'UCHKDlM4UOmtEBhwDTg8lqJQ': 1, 'UCZuaBVFU70xJUTpHpkuav8g': 1, 'UCoC47do520os_4DBMEFGg4A': 1, 'UC6eAzxps7dpL7wfbVnunmgQ': 1, 'UCPtTNQQxoBF4Gzdw5o9Zc2g': 1, 'UC1of9ELYwB623fWaAMRDVFA': 1, 'UC8a6z7i9qypp9PqJ_0HhBrw': 1, 'UCZVD--cl8FLRn7kmSudAuBA': 1, 'UCuh6Br1vzgo1LivYgKvno5Q': 1}, 'UC8a6z7i9qypp9PqJ_0HhBrw': {'UCHKDlM4UOmtEBhwDTg8lqJQ': 1, 'UCZuaBVFU70xJUTpHpkuav8g': 1, 'UCoC47do520os_4DBMEFGg4A': 1, 'UC6eAzxps7dpL7wfbVnunmgQ': 1, 'UCPtTNQQxoBF4Gzdw5o9Zc2g': 1, 'UC1of9ELYwB623fWaAMRDVFA': 1, 'UC9XkOhrpTs3ibUqvjQmT8uA': 1, 'UCZVD--cl8FLRn7kmSudAuBA': 1, 'UCuh6Br1vzgo1LivYgKvno5Q': 1}, 'UCZVD--cl8FLRn7kmSudAuBA': {'UCHKDlM4UOmtEBhwDTg8lqJQ': 1, 'UCZuaBVFU70xJUTpHpkuav8g': 1, 'UCoC47do520os_4DBMEFGg4A': 1, 'UC6eAzxps7dpL7wfbVnunmgQ': 1, 'UCPtTNQQxoBF4Gzdw5o9Zc2g': 1, 'UC1of9ELYwB623fWaAMRDVFA': 1, 'UC9XkOhrpTs3ibUqvjQmT8uA': 1, 'UC8a6z7i9qypp9PqJ_0HhBrw': 1, 'UCuh6Br1vzgo1LivYgKvno5Q': 1}, 'UCuh6Br1vzgo1LivYgKvno5Q': {'UCHKDlM4UOmtEBhwDTg8lqJQ': 1, 'UCZuaBVFU70xJUTpHpkuav8g': 1, 'UCoC47do520os_4DBMEFGg4A': 1, 'UC6eAzxps7dpL7wfbVnunmgQ': 1, 'UCPtTNQQxoBF4Gzdw5o9Zc2g': 1, 'UC1of9ELYwB623fWaAMRDVFA': 1, 'UC9XkOhrpTs3ibUqvjQmT8uA': 1, 'UC8a6z7i9qypp9PqJ_0HhBrw': 1, 'UCZVD--cl8FLRn7kmSudAuBA': 1}}
for source in result_dict:
response = requests.get(URL_CHANNEL + "?part=snippet" + "&key=" + API_KEY + "&id=" + source)
temp = json.loads(response.text)
# print(temp)
title = temp["items"][0]["snippet"]["title"]
response = requests.get(URL_CHANNEL + "?part=statistics" + "&key=" + API_KEY+ "&id=" + source)
temp = json.loads(response.text)
subscription = temp["items"][0]["statistics"]["subscriberCount"]
curs.execute(QUERY_INSERT_YOUTUBE_MAP_NODE,(source, title, str(subscription)))
# print(title, subscription)
for target in result_dict[source]:
print(source, target, title, subscription)
curs.execute(QUERY_INSERT_YOUTUBE_MAP_EDGE,(source, target, str(result_dict[source][target])))
if __name__ == '__main__':
staff_socket = tcp.staff_ready(5003)
tcp.staff_update(get_youtube_data_by_q, "여자 여름옷", staff_socket)
# get_youtube_data_by_q("여자여름옷")
# analyze_channel_map("y-p_JSn9gqo")
make_map({})
conn.commit()
conn.close()
# analyze_channel_map("r51UJMj9M6Y")
# print(API_KEY)