update

task/portary_article_distribution.py

+# -*- coding:UTF-8 -*-
+# @Time  : 2020/9/11 10:59
+# @File  : portary_article_distribution.py
+# @email : litao@igengmei.com
+# @author : litao
+
+
+import hashlib
+import json
+
+import pymysql
+import xlwt, datetime
+import redis
+# from pyhive import hive
+from maintenance.func_send_email_with_file import send_file_email
+from typing import Dict, List
+from elasticsearch_7 import Elasticsearch
+from elasticsearch_7.helpers import scan
+import sys
+import time
+from pyspark import SparkConf
+from pyspark.sql import SparkSession, DataFrame
+
+
+# from pyspark.sql.functions import lit
+# import pytispark.pytispark as pti
+
+
+def con_sql(sql):
+    # 从数据库的表里获取数据
+
+    db = pymysql.connect(host='172.16.40.158', port=4000, user='st_user', passwd='aqpuBLYzEV7tML5RPsN1pntUzFy',
+                         db='jerry_prod')
+    cursor = db.cursor()
+    cursor.execute(sql)
+    result = cursor.fetchall()
+    db.close()
+    return result
+
+
+startTime = time.time()
+sparkConf = SparkConf()
+sparkConf.set("spark.sql.crossJoin.enabled", True)
+sparkConf.set("spark.debug.maxToStringFields", "100")
+sparkConf.set("spark.tispark.plan.allow_index_double_read", False)
+sparkConf.set("spark.tispark.plan.allow_index_read", True)
+sparkConf.set("spark.hive.mapred.supports.subdirectories", True)
+sparkConf.set("spark.hadoop.mapreduce.input.fileinputformat.input.dir.recursive", True)
+sparkConf.set("spark.serializer", "org.apache.spark.serializer.KryoSerializer")
+sparkConf.set("mapreduce.output.fileoutputformat.compress", False)
+sparkConf.set("mapreduce.map.output.compress", False)
+sparkConf.set("prod.gold.jdbcuri",
+              "jdbc:mysql://172.16.30.136/doris_prod?user=doris&password=o5gbA27hXHHm&rewriteBatchedStatements=true")
+sparkConf.set("prod.mimas.jdbcuri",
+              "jdbc:mysql://172.16.30.138/mimas_prod?user=mimas&password=GJL3UJe1Ck9ggL6aKnZCq4cRvM&rewriteBatchedStatements=true")
+sparkConf.set("prod.gaia.jdbcuri",
+              "jdbc:mysql://172.16.30.143/zhengxing?user=work&password=BJQaT9VzDcuPBqkd&rewriteBatchedStatements=true")
+sparkConf.set("prod.tidb.jdbcuri",
+              "jdbc:mysql://172.16.40.158:4000/eagle?user=st_user&password=aqpuBLYzEV7tML5RPsN1pntUzFy&rewriteBatchedStatements=true")
+sparkConf.set("prod.jerry.jdbcuri",
+              "jdbc:mysql://172.16.40.158:4000/jerry_prod?user=st_user&password=aqpuBLYzEV7tML5RPsN1pntUzFy&rewriteBatchedStatements=true")
+sparkConf.set("prod.tispark.pd.addresses", "172.16.40.158:2379")
+sparkConf.set("prod.tispark.pd.addresses", "172.16.40.170:4000")
+sparkConf.set("prod.tidb.database", "jerry_prod")
+sparkConf.setAppName("search_tractate_ctr")
+
+spark = (SparkSession.builder.config(conf=sparkConf).config("spark.sql.extensions", "org.apache.spark.sql.TiExtensions")
+         .config("spark.tispark.pd.addresses", "172.16.40.170:2379").enableHiveSupport().getOrCreate())
+
+spark.sql("ADD JAR hdfs:///user/hive/share/lib/udf/brickhouse-0.7.1-SNAPSHOT.jar")
+spark.sql("ADD JAR hdfs:///user/hive/share/lib/udf/hive-udf-1.0-SNAPSHOT.jar")
+spark.sql("CREATE TEMPORARY FUNCTION json_map AS 'brickhouse.udf.json.JsonMapUDF'")
+spark.sql("CREATE TEMPORARY FUNCTION is_json AS 'com.gmei.hive.common.udf.UDFJsonFormatCheck'")
+spark.sql("CREATE TEMPORARY FUNCTION arrayMerge AS 'com.gmei.hive.common.udf.UDFArryMerge'")
+
+
+
+def user_portrait_scan_info():
+    return_dict = {}
+    try:
+        round = 0
+        all_count = 0
+        empty_count = 0
+        just_projects_count = 0
+        keys = "doris:user_portrait:tag3:device_id:*"
+        cur, results = redis_client2.scan(0, keys, 3000)
+        while cur != 0:
+            round += 1
+            print("round: " + str(round))
+            cur, results = redis_client2.scan(cur, keys, 3000)
+            for key in results:
+                key = key
+                device_id = key.split(":")[-1]
+                all_count += 1
+                # print(key)
+                # if user_portrait_is_empty(device_id):
+                #     print(device_id)
+                #     empty_count += 1
+
+                # if user_portrait_just_projects(device_id):
+                # print(device_id)
+                # just_projects_count += 1
+
+                # user_portrait_get_empty_candidates(device_id)
+                try:
+                    res_dic = get_user_portrait_tag3_from_redis(device_id)
+                    # print(res_dic)
+                    for data_type in res_dic:
+                        for tag in res_dic[data_type]:
+                            if tag == "眼窝":
+                                print(return_dict.get(tag))
+                            if return_dict.get(tag):
+                                return_dict[tag] = (data_type, return_dict[tag][1] + 1)
+                            else:
+                                return_dict[tag] = (data_type, 1)
+                except:
+                    continue
+                # for data_list in res_dic:
+                #     for data in data_list:
+
+        return return_dict
+    except Exception as e:
+        print(e)
+        return {}
+
+
+task_list = []
+task_days = 3
+for t in range(1, task_days):
+    day_num = 0 - t
+    now = (datetime.datetime.now() + datetime.timedelta(days=day_num))
+    last_30_day_str = (now + datetime.timedelta(days=-30)).strftime("%Y%m%d")
+    today_str = now.strftime("%Y%m%d")
+    yesterday_str = (now + datetime.timedelta(days=-1)).strftime("%Y%m%d")
+    one_week_age_str = (now + datetime.timedelta(days=-7)).strftime("%Y%m%d")
+
+#     for active_type in res_dict:
+#         for device_os_type in res_dict[active_type]:
+#             partition_date = yesterday_str
+#             pid = hashlib.md5((partition_date + device_os_type + active_type).encode("utf8")).hexdigest()
+#             click_num = res_dict[active_type][device_os_type]["click_num"]
+#             exposure = res_dict[active_type][device_os_type]["exposure"]
+#             try:
+#                 search_ctr = round(click_num / exposure, 5)
+#             except:
+#                 search_ctr = 0
+#             instert_sql = """replace into search_tractate_ctr(
+#             partition_date,device_os_type,active_type,pid,click_num,exposure,search_ctr) VALUES('{partition_date}','{device_os_type}','{active_type}','{pid}',{click_num},{exposure},{search_ctr});""".format(
+#                 partition_date=partition_date, device_os_type=device_os_type, active_type=active_type, pid=pid, click_num=click_num,
+#                 exposure=exposure, search_ctr=search_ctr
+#             )
+#             print(instert_sql)
+#             # cursor.execute("set names 'UTF8'")
+#             db = pymysql.connect(host='172.16.40.158', port=4000, user='st_user', passwd='aqpuBLYzEV7tML5RPsN1pntUzFy',
+#                                  db='jerry_prod')
+#             cursor = db.cursor()
+#             res = cursor.execute(instert_sql)
+#             db.commit()
+#             print(res)
+# # cursor.executemany()
+# db.close()

utils/func_from_redis_get_portrait.py

+# -*- coding:UTF-8 -*-
+# @Time  : 2020/9/11 11:28
+# @File  : func_from_redis_get_portrait.py
+# @email : litao@igengmei.com
+# @author : litao
+import json
+
+import redis
+
+redis_client = redis.StrictRedis.from_url("redis://:ReDis!GmTx*0aN6@172.16.40.133:6379", decode_responses=True)
+redis_client2 = redis.StrictRedis.from_url("redis://:ReDis!GmTx*0aN9@172.16.40.173:6379", decode_responses=True)
+redis_client3 = redis.StrictRedis.from_url("redis://:ReDis!GmTx*0aN12@172.16.40.164:6379", decode_responses=True)
+redis_client4 = redis.StrictRedis.from_url("redis://:XfkMCCdWDIU%ls$h@172.16.50.145:6379", decode_responses=True)
+
+
+def get_user_portrait_tag3_redis_key(device_id):
+    return "doris:user_portrait:tag3:device_id:" + str(device_id)
+
+
+def get_user_portrait_tag3_from_redis(device_id, limit_score=0):
+    def items_gt_score(d):
+        new_d = dict(sorted(d.items(), key=lambda x: x[1], reverse=True))
+        res = {tag: float(score) for tag, score in new_d.items() if float(score) >= limit_score}
+        return list(res.keys())
+
+    portrait_key = get_user_portrait_tag3_redis_key(device_id)
+    if redis_client2.exists(portrait_key):
+        user_portrait = json.loads(redis_client2.get(portrait_key))
+        first_demands = items_gt_score(user_portrait.get("first_demands", {}))  # 一级诉求
+        second_demands = items_gt_score(user_portrait.get("second_demands", {}))  # 二级诉求
+        first_solutions = items_gt_score(user_portrait.get("first_solutions", {}))  # 一级方式
+        second_solutions = items_gt_score(user_portrait.get("second_solutions", {}))  # 二级方式
+        first_positions = items_gt_score(user_portrait.get("first_positions", {}))  # 一级部位
+        second_positions = items_gt_score(user_portrait.get("second_positions", {}))
+        projects = items_gt_score(user_portrait.get("projects", {}))  # 项目
+        anecdote_tags = items_gt_score(user_portrait.get("anecdote_tags", {}))  # 八卦
+        return {
+            "first_demands": first_demands,
+            "second_demands": second_demands,
+            "first_solutions": first_solutions,
+            "second_solutions": second_solutions,
+            "first_positions": first_positions,
+            "second_positions": second_positions,
+            "projects": projects,
+            "anecdote_tags": anecdote_tags
+        }
+    return {}
+
+def user_portrait_scan_info():
+    return_dict = {}
+    try:
+        round = 0
+        all_count = 0
+        empty_count = 0
+        just_projects_count = 0
+        keys = "doris:user_portrait:tag3:device_id:*"
+        cur, results = redis_client2.scan(0, keys, 3000)
+        while cur != 0:
+            round += 1
+            print("round: " + str(round))
+            cur, results = redis_client2.scan(cur, keys, 3000)
+            for key in results:
+                key = key
+                device_id = key.split(":")[-1]
+                all_count += 1
+                # print(key)
+                # if user_portrait_is_empty(device_id):
+                #     print(device_id)
+                #     empty_count += 1
+
+                # if user_portrait_just_projects(device_id):
+                # print(device_id)
+                # just_projects_count += 1
+
+                # user_portrait_get_empty_candidates(device_id)
+                try:
+                    res_dic = get_user_portrait_tag3_from_redis(device_id)
+                    yield res_dic
+                except:
+                    continue
+                # for data_list in res_dic:
+                #     for data in data_list:
+
+        return return_dict
+    except Exception as e:
+        print(e)
+        return {}
+
+
+if __name__ == "__main__":
+    scan_res = user_portrait_scan_info()
+    for res in scan_res:
+        print(res)
\ No newline at end of file