TDengine/test/new_test_framework/taostest/util/common.py
2025-07-05 18:06:47 +08:00

2592 lines
126 KiB
Python

###################################################################
# Copyright (c) 2016 by TAOS Technologies, Inc.
# All rights reserved.
#
# This file is proprietary and confidential to TAOS Technologies.
# No part of this file may be reproduced, stored, transmitted,
# disclosed or used in any form or by any means other than as
# expressly provided by the written permission from Jianhui Tao
#
###################################################################
# -*- coding: utf-8 -*-
import random
import string
import requests
import time
import os
from datetime import datetime
from .rest import TDRest
from .sql import TDSql
from .file import read_yaml
# import boundary
from .boundary import DataBoundary
from .sml_types import TDSmlProtocolType, TDSmlTimestampType
import numpy as np
import threading
import socket
import json
import re
from copy import deepcopy
from psutil import cpu_count
from .benchmark import gen_benchmark_json
import threadpool
from apscheduler.schedulers.background import BackgroundScheduler
import json
class TDCom:
# log file name
taostest_log_file_name = "test.log"
# taostest install url variable
taostest_install_url_variable = "TAOSTEST_INSTALL_URL"
# default taostest install url
taostest_install_url_default = "--extra-index-url http://192.168.1.131:8080/simple --trusted-host 192.168.1.131 taostest"
# package server host variable
package_server_host_variable = "PACKAGE_SERVER_HOST"
# default package server host
package_server_host_default = "192.168.1.131"
# package server username variable
package_server_username_variable = "PACKAGE_SERVER_USERNAME"
# default package server username
package_server_username_default = "root"
# package server password variable
package_server_password_variable = "PACKAGE_SERVER_PASSWORD"
# default package server password
package_server_password_default = "tbase125!"
# package server path variable
package_server_root_variable = "PACKAGE_SERVER_ROOT"
# default package server root
package_server_root_default = "/nas/TDengine"
# docker image name variable
docker_image_name_variable = "DOCKER_IMAGE_NAME"
# default docker image name
docker_image_name_default = "tdengine-ci:0.1"
# container test root
container_test_root = "/home/test_root"
# entry point file name
entry_point_file_name = "entrypoint.sh"
# container entry point
container_entry_point = "/home/entrypoint.sh"
# container TDinternal source directory
container_tdinternal_source_directory = "/home/TDinternal"
# docker compose file name
docker_compose_file_name = "docker-compose.yml"
# system core pattern file
system_core_pattern_file = "/proc/sys/kernel/core_pattern"
# taostest container name
taostest_container_name = "taostest"
# default docker network name
docker_network_name_default = "taosnet"
# taostest log dir variable
taostest_log_dir_variable = "TAOSTEST_LOG_DIR"
# taostest enable sql recording variable
# taostest_enable_sql_recording_variable = "TAOSTEST_SQL_RECORDING_ENABLED"
taostest_database_replicas_variable = "DATABASE_REPLICAS"
taostest_database_cachemodel_variable = "DATABASE_CACHEMODEL"
# taosc query policy
taostest_query_policy_variable = "DATABASE_QUERY_POLICY"
def __init__(self, tdSql: TDSql, env_setting=None):
self.tdSql = tdSql
if env_setting is not None:
for settings in env_setting["settings"]:
if settings["name"].lower() == "taosadapter":
self.taosadapter_fqdn = random.choice(settings["fqdn"])
self.tdRest = TDRest(env_setting=env_setting)
else:
self.tdRest = TDRest()
self.api_type = "taosc"
self.sml_type = None
self.utc = None
self.env_setting = env_setting
self.smlChildTableName_value = None
self.defaultJSONStrType_value = None
self.smlTagNullName_value = None
self.default_varchar_length = 256
self.default_nchar_length = 256
self.default_varchar_datatype = "letters"
self.default_nchar_datatype = "letters"
self.default_tagname_prefix = "t"
self.default_colname_prefix = "c"
self.default_stbname_prefix = "stb"
self.default_ctbname_prefix = "ctb"
self.default_tbname_prefix = "tb"
self.default_tag_index_start_num = 1
self.default_column_index_start_num = 1
self.default_stbname_index_start_num = 1
self.default_ctbname_index_start_num = 1
self.default_tbname_index_start_num = 1
self.default_tagts_name = "tag_ts"
self.default_colts_name = "ts"
self.dbname = "test"
self.stb_name = "stb"
self.ctb_name = "ctb"
self.tb_name = "tb"
self.need_tagts = False
self.tag_type_str = ""
self.column_type_str = ""
self.columns_str = None
self.ts_value = None
self.tag_value_list = list()
self.column_value_list = list()
self.full_type_list = ["tinyint", "smallint", "int", "bigint", "tinyint unsigned", "smallint unsigned", "int unsigned", "bigint unsigned", "float", "double", "binary", "nchar", "bool"]
self.boundary_config = read_yaml(os.path.join(os.path.abspath(os.path.dirname(__file__)), "boundary.yaml"))
self.Boundary = DataBoundary()
self.white_list = ["statsd", "node_exporter", "collectd", "icinga2", "tcollector", "information_schema", "performance_schema"]
self.stream_latency_log = None
self.stream_timeout = 12
self._type = "insert"
self.thread : int = 1 ,
self._resultfile : str = None
self._res_list: list = []
self.result_dir : str = None
self.json_file : str = None
def get_components_setting(self, env_settings, component_name):
for env_setting in env_settings:
if env_setting["name"].lower() == component_name:
return env_setting
def set_sml_specified_value(self):
env_setting = self.env_setting["settings"]
for setting in env_setting:
if setting["name"] == "taospy":
if "smlChildTableName" in setting["spec"]["config"]:
self.smlChildTableName_value = setting["spec"]["config"]["smlChildTableName"].upper()
if "defaultJSONStrType" in setting["spec"]["config"]:
self.defaultJSONStrType_value = setting["spec"]["config"]["defaultJSONStrType"].upper()
if "smlTagName" in setting["spec"]["config"]:
self.smlTagNullName_value = setting["spec"]["config"]["smlTagName"]
def gen_tcp_param(self):
MaxBytes = 1024*1024
host = self.taosadapter_fqdn
port = 6046
return MaxBytes, host, port
def tcp_client(self, input):
# MaxBytes = self.gen_tcp_param()[0]
host = self.gen_tcp_param()[1]
port = self.gen_tcp_param()[2]
sock = socket.socket(socket.AF_INET,socket.SOCK_STREAM)
sock.connect((host, port))
sock.send(input.encode())
sock.close()
def genTs(self, precision="ms", ts="", protype="taosc", ns_tag=None):
"""
protype = "taosc" or "restful"
gen ts and datetime
"""
if precision == "ns":
if ts == "" or ts is None:
ts = time.time_ns()
else:
ts = ts
if ns_tag is None:
dt = ts
else:
dt = datetime.fromtimestamp(ts // 1000000000)
dt = dt.strftime('%Y-%m-%d %H:%M:%S') + '.' + str(int(ts % 1000000000)).zfill(9)
if protype == "restful":
dt = datetime.fromtimestamp(ts // 1000000000)
dt = dt.strftime('%Y-%m-%d %H:%M:%S') + '.' + str(int(ts % 1000000000)).zfill(9)
else:
if ts == "" or ts is None:
ts = time.time()
else:
ts = ts
if precision == "ms" or precision is None:
ts = int(round(ts * 1000))
dt = datetime.fromtimestamp(ts // 1000)
if protype == "taosc":
dt = dt.strftime('%Y-%m-%d %H:%M:%S') + '.' + str(int(ts % 1000)).zfill(3) + '000'
elif protype == "restful":
dt = dt.strftime('%Y-%m-%d %H:%M:%S') + '.' + str(int(ts % 1000)).zfill(3)
else:
pass
elif precision == "us":
ts = int(round(ts * 1000000))
dt = datetime.fromtimestamp(ts // 1000000)
dt = dt.strftime('%Y-%m-%d %H:%M:%S') + '.' + str(int(ts % 1000000)).zfill(6)
return ts, dt
def trans_time_to_s(self, runtime):
if "d" in str(runtime).lower():
d_num = re.findall(r"\d+\.?\d*", runtime.replace(" ", ""))[0]
s_num = float(d_num) * 24 * 60 * 60
elif "h" in str(runtime).lower():
h_num = re.findall(r"\d+\.?\d*", runtime.replace(" ", ""))[0]
s_num = float(h_num) * 60 * 60
elif "m" in str(runtime).lower():
m_num = re.findall(r"\d+\.?\d*", runtime.replace(" ", ""))[0]
s_num = float(m_num) * 60
elif "s" in str(runtime).lower():
s_num = re.findall(r"\d+\.?\d*", runtime.replace(" ", ""))[0]
else:
s_num = 60
return int(s_num)
def gen_tag_col_str(self, gen_type, data_type, count):
"""
gen multi tags or cols by gen_type
"""
return ','.join(map(lambda i: f'{gen_type}{i} {data_type}', range(count)))
def drop_all_db(self):
self.tdSql.query("show databases;")
db_list = list(map(lambda x: x[0], self.tdSql.query_data))
for dbname in db_list:
if dbname not in self.white_list and "telegraf" not in dbname:
self.tdSql.execute(f'drop database if exists `{dbname}`')
def drop_db(self, dbname="test"):
if self.api_type == "taosc":
if dbname[0].isdigit():
self.tdSql.execute(f'drop database if exists `{dbname}`')
else:
self.tdSql.execute(f'drop database if exists {dbname}')
elif self.api_type == "restful":
if dbname[0].isdigit():
self.tdRest.restApiPost(f"drop database if exists `{dbname}`")
else:
self.tdRest.restApiPost(f"drop database if exists {dbname}")
def createDb(self, dbname="test", drop_db=True, **kwargs):
db_params = ""
replica_specified = False
cachemodel_specified = False
if len(kwargs) > 0:
for param, value in kwargs.items():
if param == "precision":
db_params += f'{param} "{value}" '
else:
db_params += f'{param} {value} '
if param == "replica":
replica_specified = True
if not replica_specified:
if TDCom.taostest_database_replicas_variable in os.environ:
db_params = db_params + ' replica ' + os.environ[TDCom.taostest_database_replicas_variable] + ' '
if not cachemodel_specified:
if TDCom.taostest_database_cachemodel_variable in os.environ:
db_params = db_params + ' cachemodel ' + f'"{os.environ[TDCom.taostest_database_cachemodel_variable]}"' + ' '
if self.api_type == "taosc":
if drop_db:
self.drop_db(dbname)
self.tdSql.execute(f'create database if not exists {dbname} {db_params}')
self.tdSql.execute(f'use {dbname}')
elif self.api_type == "restful":
if drop_db:
self.drop_db(dbname)
self.tdRest.restApiPost(f"create database if not exists {dbname} {db_params}")
def get_db_list(self):
self.tdSql.query('show databases')
return list(filter(None, list(map(lambda x:x[0] if x[0] != "information_schema" and x[0] != "performance_schema" else None, self.tdSql.query_data))))
def gen_default_tag_str(self):
default_tag_str = ""
for tag_type in self.full_type_list:
if tag_type.lower() not in ["varchar", "binary", "nchar"]:
default_tag_str += f" {self.default_tagname_prefix}{self.default_tag_index_start_num} {tag_type},"
else:
if tag_type.lower() in ["varchar", "binary"]:
default_tag_str += f" {self.default_tagname_prefix}{self.default_tag_index_start_num} {tag_type}({self.default_varchar_length}),"
else:
default_tag_str += f" {self.default_tagname_prefix}{self.default_tag_index_start_num} {tag_type}({self.default_nchar_length}),"
self.default_tag_index_start_num += 1
if self.need_tagts:
default_tag_str = self.default_tagts_name + " timestamp," + default_tag_str
return default_tag_str[:-1].lstrip()
def gen_default_column_str(self):
self.default_column_index_start_num = 1
default_column_str = ""
for col_type in self.full_type_list:
if col_type.lower() not in ["varchar", "binary", "nchar"]:
default_column_str += f" {self.default_colname_prefix}{self.default_column_index_start_num} {col_type},"
else:
if col_type.lower() in ["varchar", "binary"]:
default_column_str += f" {self.default_colname_prefix}{self.default_column_index_start_num} {col_type}({self.default_varchar_length}),"
else:
default_column_str += f" {self.default_colname_prefix}{self.default_column_index_start_num} {col_type}({self.default_nchar_length}),"
self.default_column_index_start_num += 1
default_column_str = self.default_colts_name + " timestamp," + default_column_str
return default_column_str[:-1].lstrip()
def gen_tag_type_str(self, tag_elm_list):
self.tag_type_str = ""
if tag_elm_list is None:
self.tag_type_str = self.gen_default_tag_str()
else:
for tag_elm in tag_elm_list:
if "count" in tag_elm:
total_count = int(tag_elm["count"])
else:
total_count = 1
if total_count > 0:
for _ in range(total_count):
self.tag_type_str += f'{self.default_tagname_prefix}{self.default_tag_index_start_num} {tag_elm["type"]}, '
if tag_elm["type"] in ["varchar", "binary", "nchar"]:
self.tag_type_str = self.tag_type_str.rstrip()[:-1] + f'({tag_elm["len"]}), '
self.default_tag_index_start_num += 1
else:
continue
self.tag_type_str = self.tag_type_str.rstrip()[:-1]
if self.need_tagts:
self.tag_type_str = self.default_tagts_name + " timestamp, " + self.tag_type_str
def gen_column_type_str(self, column_elm_list):
self.column_type_str = ""
if column_elm_list is None:
self.column_type_str = self.gen_default_column_str()
else:
for column_elm in column_elm_list:
if "count" in column_elm:
total_count = int(column_elm["count"])
else:
total_count = 1
if total_count > 0:
for _ in range(total_count):
self.column_type_str += f'{self.default_colname_prefix}{self.default_column_index_start_num} {column_elm["type"]}, '
if column_elm["type"] in ["varchar", "binary", "nchar"]:
self.column_type_str = self.column_type_str.rstrip()[:-1] + f'({column_elm["len"]}), '
self.default_column_index_start_num += 1
else:
continue
self.column_type_str = self.default_colts_name + " timestamp, " + self.column_type_str.rstrip()[:-1]
def gen_random_type_value(self, type_name, binary_length, binary_type, nchar_length, nchar_type):
if type_name.lower() == "tinyint":
return random.randint(self.Boundary.TINYINT_BOUNDARY[0], self.Boundary.TINYINT_BOUNDARY[1])
elif type_name.lower() == "smallint":
return random.randint(self.Boundary.SMALLINT_BOUNDARY[0], self.Boundary.SMALLINT_BOUNDARY[1])
elif type_name.lower() == "int":
return random.randint(self.Boundary.INT_BOUNDARY[0], self.Boundary.INT_BOUNDARY[1])
elif type_name.lower() == "bigint":
return random.randint(self.Boundary.BIGINT_BOUNDARY[0], self.Boundary.BIGINT_BOUNDARY[1])
elif type_name.lower() == "tinyint unsigned":
return random.randint(self.Boundary.UTINYINT_BOUNDARY[0], self.Boundary.UTINYINT_BOUNDARY[1])
elif type_name.lower() == "smallint unsigned":
return random.randint(self.Boundary.USMALLINT_BOUNDARY[0], self.Boundary.USMALLINT_BOUNDARY[1])
elif type_name.lower() == "int unsigned":
return random.randint(self.Boundary.UINT_BOUNDARY[0], self.Boundary.UINT_BOUNDARY[1])
elif type_name.lower() == "bigint unsigned":
return random.randint(self.Boundary.UBIGINT_BOUNDARY[0], self.Boundary.UBIGINT_BOUNDARY[1])
elif type_name.lower() == "float":
return random.uniform(self.Boundary.FLOAT_BOUNDARY[0], self.Boundary.FLOAT_BOUNDARY[1])
elif type_name.lower() == "double":
return random.uniform(self.Boundary.FLOAT_BOUNDARY[0], self.Boundary.FLOAT_BOUNDARY[1])
elif type_name.lower() == "binary":
return f'{self.get_long_name(binary_length, binary_type)}'
elif type_name.lower() == "varchar":
return self.get_long_name(binary_length, binary_type)
elif type_name.lower() == "nchar":
return self.get_long_name(nchar_length, nchar_type)
elif type_name.lower() == "bool":
return random.choice(self.Boundary.BOOL_BOUNDARY)
else:
pass
def gen_tag_value_list(self, tag_elm_list, ts_value=None):
if self.need_tagts:
self.ts_value = self.genTs()[0]
if ts_value is not None:
self.ts_value = ts_value
if tag_elm_list is None:
self.tag_value_list = list(map(lambda i: self.gen_random_type_value(i, self.default_varchar_length, self.default_varchar_datatype, self.default_nchar_length, self.default_nchar_datatype), self.full_type_list))
else:
for tag_elm in tag_elm_list:
if "count" in tag_elm:
total_count = int(tag_elm["count"])
else:
total_count = 1
if total_count > 0:
for _ in range(total_count):
if tag_elm["type"] in ["varchar", "binary", "nchar"]:
self.tag_value_list.append(self.gen_random_type_value(tag_elm["type"], tag_elm["len"], self.default_varchar_datatype, tag_elm["len"], self.default_nchar_datatype))
else:
self.tag_value_list.append(self.gen_random_type_value(tag_elm["type"], "", "", "", ""))
else:
continue
# if self.need_tagts and self.ts_value is not None and len(str(self.ts_value)) > 0:
if self.need_tagts:
self.tag_value_list = [self.ts_value] + self.tag_value_list
# def trans_tag_value_list(self, tag_elm_list):
# if self.need_tagts:
# self.tag_value_list[0] = self.genTs(self.tag_value_list[0])[1]
# if tag_elm_list is None:
# for self.full_type_list
def gen_column_value_list(self, column_elm_list, need_null, ts_value=None):
self.column_value_list = list()
self.ts_value = self.genTs()[0]
if ts_value is not None:
self.ts_value = ts_value
if column_elm_list is None:
self.column_value_list = list(map(lambda i: self.gen_random_type_value(i, self.default_varchar_length, self.default_varchar_datatype, self.default_nchar_length, self.default_nchar_datatype), self.full_type_list))
else:
for column_elm in column_elm_list:
if "count" in column_elm:
total_count = int(column_elm["count"])
else:
total_count = 1
if total_count > 0:
for _ in range(total_count):
if column_elm["type"] in ["varchar", "binary", "nchar"]:
self.column_value_list.append(self.gen_random_type_value(column_elm["type"], column_elm["len"], self.default_varchar_datatype, column_elm["len"], self.default_nchar_datatype))
else:
self.column_value_list.append(self.gen_random_type_value(column_elm["type"], "", "", "", ""))
else:
continue
if need_null:
for i in range(int(len(self.column_value_list)/2)):
index_num = random.randint(0, len(self.column_value_list)-1)
self.column_value_list[index_num] = None
self.column_value_list = [self.ts_value] + self.column_value_list
def create_stable(self, dbname=None, stbname="stb", use_name="table", column_elm_list=None, tag_elm_list=None,
need_tagts=False, count=1, default_stbname_prefix="stb", default_stbname_index_start_num=1,
default_column_index_start_num=1, default_tag_index_start_num=1, **kwargs):
if dbname is not None:
self.dbname = dbname
self.need_tagts = need_tagts
self.default_stbname_prefix = default_stbname_prefix
self.default_stbname_index_start_num = default_stbname_index_start_num
self.default_column_index_start_num = default_column_index_start_num
self.default_tag_index_start_num = default_tag_index_start_num
stb_params = ""
if len(kwargs) > 0:
for param, value in kwargs.items():
stb_params += f'{param} "{value}" '
self.gen_column_type_str(column_elm_list)
self.gen_tag_type_str(tag_elm_list)
if self.dbname is not None:
self.stb_name = f'{self.dbname}.{stbname}'
else:
self.stb_name = stbname
if int(count) <= 1:
create_stable_sql = f'create {use_name} {self.stb_name} ({self.column_type_str}) tags ({self.tag_type_str}) {stb_params};'
self.tdSql.execute(create_stable_sql)
else:
for _ in range(count):
create_stable_sql = f'create {use_name} {self.dbname}.{default_stbname_prefix}{default_stbname_index_start_num} ({self.column_type_str}) tags ({self.tag_type_str}) {stb_params};'
default_stbname_index_start_num += 1
self.tdSql.execute(create_stable_sql)
def create_ctable(self, dbname=None, stbname=None, ctbname="ctb", use_name="table", tag_elm_list=None, ts_value=None, count=1, default_varchar_datatype="letters", default_nchar_datatype="letters", default_ctbname_prefix="ctb", default_ctbname_index_start_num=1, **kwargs):
self.default_varchar_datatype = default_varchar_datatype
self.default_nchar_datatype = default_nchar_datatype
self.default_ctbname_prefix = default_ctbname_prefix
self.default_ctbname_index_start_num = default_ctbname_index_start_num
ctb_params = ""
if len(kwargs) > 0:
for param, value in kwargs.items():
ctb_params += f'{param} "{value}" '
self.gen_tag_value_list(tag_elm_list, ts_value)
tag_value_str = ""
# tag_value_str = ", ".join(str(v) for v in self.tag_value_list)
for tag_value in self.tag_value_list:
if isinstance(tag_value, str):
tag_value_str += f'"{tag_value}", '
else:
tag_value_str += f'{tag_value}, '
tag_value_str = tag_value_str.rstrip()[:-1]
if dbname is not None:
self.dbname = dbname
self.ctb_name = f'{self.dbname}.{ctbname}'
else:
self.ctb_name = ctbname
if stbname is not None:
self.stb_name = stbname
if dbname is not None:
self.stb_name = f'{self.dbname}.{stbname}'
if int(count) <= 1:
create_ctable_sql = f'create {use_name} {self.ctb_name} using {self.stb_name} tags ({tag_value_str}) {ctb_params};'
self.tdSql.execute(create_ctable_sql)
else:
for _ in range(count):
create_stable_sql = f'create {use_name} {self.dbname}.{default_ctbname_prefix}{default_ctbname_index_start_num} using {self.stb_name} tags ({tag_value_str}) {ctb_params};'
default_ctbname_index_start_num += 1
self.tdSql.execute(create_stable_sql)
def create_table(self, dbname=None, tbname="tb", use_name="table", column_elm_list=None,
count=1, default_tbname_prefix="tb", default_tbname_index_start_num=1,
default_column_index_start_num=1, **kwargs):
if dbname is not None:
self.dbname = dbname
self.default_tbname_prefix = default_tbname_prefix
self.default_tbname_index_start_num = default_tbname_index_start_num
self.default_column_index_start_num = default_column_index_start_num
tb_params = ""
if len(kwargs) > 0:
for param, value in kwargs.items():
tb_params += f'{param} "{value}" '
self.gen_column_type_str(column_elm_list)
if self.dbname is not None:
self.tb_name = f'{self.dbname}.{tbname}'
else:
self.tb_name = tbname
if int(count) <= 1:
create_table_sql = f'create {use_name} {self.tb_name} ({self.column_type_str}) {tb_params};'
self.tdSql.execute(create_table_sql)
else:
for _ in range(count):
create_table_sql = f'create {use_name} {self.dbname}.{default_tbname_prefix}{default_tbname_index_start_num} ({self.column_type_str}) {tb_params};'
default_tbname_index_start_num += 1
self.tdSql.execute(create_table_sql)
def insert_rows(self, dbname=None, tbname=None, column_ele_list=None, ts_value=None, count=1, need_null=False):
if dbname is not None:
self.dbname = dbname
if tbname is not None:
self.tb_name = f'{self.dbname}.{tbname}'
else:
if tbname is not None:
self.tb_name = tbname
self.gen_column_value_list(column_ele_list, need_null, ts_value)
# column_value_str = ", ".join(str(v) for v in self.column_value_list)
column_value_str = ""
for column_value in self.column_value_list:
if column_value is None:
column_value_str += 'Null, '
elif isinstance(column_value, str) and "+" not in column_value and "-" not in column_value:
column_value_str += f'"{column_value}", '
else:
column_value_str += f'{column_value}, '
column_value_str = column_value_str.rstrip()[:-1]
if int(count) <= 1:
insert_sql = f'insert into {self.tb_name} values ({column_value_str});'
self.tdSql.execute(insert_sql)
else:
for num in range(count):
ts_value = self.genTs()[0]
self.gen_column_value_list(column_ele_list, need_null, f'{ts_value}+{num}s')
column_value_str = ""
for column_value in self.column_value_list:
if column_value is None:
column_value_str += 'Null, '
elif isinstance(column_value, str) and "+" not in column_value:
column_value_str += f'"{column_value}", '
else:
column_value_str += f'{column_value}, '
column_value_str = column_value_str.rstrip()[:-1]
insert_sql = f'insert into {self.tb_name} values ({column_value_str});'
self.tdSql.execute(insert_sql)
def delete_rows(self, dbname=None, tbname=None, start_ts=None, end_ts=None, ts_key=None):
if dbname is not None:
self.dbname = dbname
if tbname is not None:
self.tb_name = f'{self.dbname}.{tbname}'
else:
if tbname is not None:
self.tb_name = tbname
if ts_key is None:
ts_col_name = self.default_colts_name
else:
ts_col_name = ts_key
base_del_sql = f'delete from {self.tb_name} '
if end_ts is not None:
if ":" in start_ts and "-" in start_ts:
start_ts = f"{start_ts}"
if ":" in end_ts and "-" in end_ts:
end_ts = f"{end_ts}"
base_del_sql += f'where {ts_col_name} between {start_ts} and {end_ts};'
else:
if start_ts is not None:
if ":" in start_ts and "-" in start_ts:
start_ts = f"{start_ts}"
base_del_sql += f'where {ts_col_name} = {start_ts};'
self.tdSql.execute(base_del_sql)
def create_stream(self, stream_name, des_table, source_sql, trigger_mode=None, watermark=None, max_delay=None, ignore_expired=None, ignore_update=None, subtable_value=None, fill_value=None, fill_history_value=None, stb_field_name_value=None, tag_value=None, use_exist_stb=False, use_except=False):
if subtable_value is None:
subtable = ""
else:
subtable = f'subtable({subtable_value})'
if fill_value is None:
fill = ""
else:
fill = f'fill({fill_value})'
if fill_history_value is None:
fill_history = ""
else:
fill_history = f'fill_history {fill_history_value}'
if use_exist_stb:
if stb_field_name_value is None:
stb_field_name = ""
else:
stb_field_name = f'({stb_field_name_value})'
if tag_value is None:
tags = ""
else:
tags = f'tags({tag_value})'
else:
stb_field_name = ""
tags = ""
if trigger_mode is None:
stream_options = ""
if watermark is not None:
stream_options = f'watermark {watermark}'
if ignore_expired:
stream_options += f" ignore expired {ignore_expired}"
else:
stream_options += f" ignore expired 0"
if ignore_update:
stream_options += f" ignore update {ignore_update}"
else:
stream_options += f" ignore update 0"
if not use_except:
self.tdSql.execute(f'create stream if not exists {stream_name} trigger at_once {stream_options} {fill_history} into {des_table} {subtable} as {source_sql} {fill};')
return None
else:
return f'create stream if not exists {stream_name} {stream_options} {fill_history} into {des_table} {subtable} as {source_sql} {fill};'
else:
if watermark is None:
if trigger_mode == "max_delay":
stream_options = f'trigger {trigger_mode} {max_delay}'
else:
stream_options = f'trigger {trigger_mode}'
else:
if trigger_mode == "max_delay":
stream_options = f'trigger {trigger_mode} {max_delay} watermark {watermark}'
else:
stream_options = f'trigger {trigger_mode} watermark {watermark}'
if ignore_expired:
stream_options += f" ignore expired {ignore_expired}"
else:
stream_options += f" ignore expired 0"
if ignore_update:
stream_options += f" ignore update {ignore_update}"
else:
stream_options += f" ignore update 0"
if not use_except:
self.tdSql.execute(f'create stream if not exists {stream_name} {stream_options} {fill_history} into {des_table}{stb_field_name} {tags} {subtable} as {source_sql} {fill};')
return None
else:
return f'create stream if not exists {stream_name} {stream_options} {fill_history} into {des_table}{stb_field_name} {tags} {subtable} as {source_sql} {fill};'
def pause_stream(self, stream_name, if_exist=True, if_not_exist=False):
if_exist_value = "if exists" if if_exist else ""
if_not_exist_value = "if not exists" if if_not_exist else ""
self.tdSql.execute(f'pause stream {if_exist_value} {if_not_exist_value} {stream_name}')
def resume_stream(self, stream_name, if_exist=True, if_not_exist=False, ignore_untreated=False):
if_exist_value = "if exists" if if_exist else ""
if_not_exist_value = "if not exists" if if_not_exist else ""
ignore_untreated_value = "ignore untreated" if ignore_untreated else ""
self.tdSql.execute(f'resume stream {if_exist_value} {if_not_exist_value} {ignore_untreated_value} {stream_name}')
def drop_stream(self, stream_name):
self.tdSql.execute(f'drop stream if exists {stream_name};')
def drop_all_streams(self):
self.tdSql.query("show streams")
stream_name_list = list(map(lambda x: x[0], self.tdSql.query_data))
for stream_name in stream_name_list:
self.tdSql.execute(f'drop stream if exists {stream_name};')
def get_vgroup_id_list(self, dbname):
self.tdSql.query(f'show {dbname}.vgroups;')
return list(map(lambda x:x[0], self.tdSql.query_data))
def create_sma(self, sma_name, stb_name, function_value, interval_value=None, sliding_value=None, max_delay_value=None, watermark_value=None, sma_type="tsma"):
if interval_value is None:
interval = ""
else:
interval = f'interval({interval_value})'
if sliding_value is None:
sliding = ""
else:
sliding = f'sliding({sliding_value})'
if max_delay_value is None:
max_delay = ""
else:
max_delay = f'max_delay {max_delay_value}'
if watermark_value is None:
watermark = ""
else:
watermark = f'watermark {watermark_value}'
options = f'{interval} {sliding} {max_delay} {watermark}'
self.tdSql.execute(f'create sma index if not exists {sma_name} on {stb_name} function({function_value}) {options};')
def drop_sma(self, sma_name):
self.tdSql.execute(f'drop index if exists {sma_name};')
def drop_all_smas(self):
self.tdSql.query("show streams")
sma_name_list = list(map(lambda x: x[0], self.tdSql.query_data))
for sma_name in sma_name_list:
self.tdSql.execute(f'drop index if exists {sma_name};')
def create_udf(self, udf_name, lib_path, bufsize, outputtype, aggregate=False):
if aggregate:
self.tdSql.execute(f'create aggregate function {udf_name} as "{lib_path}" outputtype {outputtype} bufSize {bufsize};')
else:
self.tdSql.execute(f'create function {udf_name} as "{lib_path}" outputtype {outputtype};')
def drop_udf(self, udf_name):
self.tdSql.execute(f'drop function if exists {udf_name};')
def drop_all_udfs(self):
self.tdSql.query("show functions")
udf_name_list = list(map(lambda x: x[0], self.tdSql.query_data))
for udf_name in udf_name_list:
self.tdSql.execute(f'drop function if exists {udf_name};')
def write_latency(self, msg):
with open(self.stream_latency_log, 'a') as f:
f.write(f'{msg}\n')
def check_stream_res(self, sql, expected_res, max_delay):
self.tdSql.query(sql)
latency = 0
if self.tdSql.query_row == expected_res:
self.write_latency(latency)
while self.tdSql.query_row != expected_res:
self.tdSql.query(sql, record=False)
if latency < self.stream_timeout:
latency += 0.2
time.sleep(0.2)
else:
if max_delay is not None:
if latency == 0:
return False
self.tdSql.checkEqual(self.tdSql.query_row, expected_res)
if self.tdSql.query_row == expected_res:
self.write_latency(latency)
return latency
def check_tsma_res(self, sql, expected_res, max_delay=None):
self.tdSql.query(sql)
latency = 0
while self.tdSql.query_data != expected_res:
self.tdSql.query(sql, record=False)
if latency < self.stream_timeout:
latency += 0.2
time.sleep(0.2)
else:
if max_delay is not None:
if latency == 0:
return False
self.tdSql.checkEqual(self.tdSql.query_data, expected_res)
def round_handle(self, input_list):
final_list = list()
for i in input_list:
tmpl = list()
for j in i:
if type(j) != datetime and type(j) != str:
tmpl.append(round(j, 1))
else:
tmpl.append(j)
final_list.append(tmpl)
return final_list
def float_handle(self, input_list):
final_list = list()
for i in input_list:
tmpl = list()
for j_i,j_v in enumerate(i):
if type(j_v) != datetime and j_v is not None and str(j_v).isdigit() and j_i <= 12:
tmpl.append(float(j_v))
else:
tmpl.append(j_v)
final_list.append(tuple(tmpl))
return final_list
def cast_query_data(self, query_data):
col_type_list = self.column_type_str.split(',')
tag_type_list = self.tag_type_str.split(',')
col_tag_type_list = col_type_list + tag_type_list
nl = list()
for query_data_t in query_data:
query_data_l = list(query_data_t)
for i,v in enumerate(query_data_l):
if v is not None:
if " ".join(col_tag_type_list[i].strip().split(" ")[1:]) == "nchar(256)":
self.tdSql.query(f'select cast("{v}" as binary(256))')
else:
self.tdSql.query(f'select cast("{v}" as {" ".join(col_tag_type_list[i].strip().split(" ")[1:])})')
query_data_l[i] = self.tdSql.query_data[0][0]
else:
query_data_l[i] = v
nl.append(tuple(query_data_l))
return nl
def check_query_data(self, sql1, sql2, sorted=False, fill_value=None, tag_value_list=None, defined_tag_count=None, partition=True, use_exist_stb=False, subtable=None, reverse_check=False):
if tag_value_list:
dvalue = len(self.tag_type_str.split(',')) - defined_tag_count
self.tdSql.query(sql1)
res1 = self.tdSql.query_data
self.tdSql.query(sql2)
res2 = self.cast_query_data(self.tdSql.query_data) if tag_value_list or use_exist_stb else self.tdSql.query_data
new_list = list()
if tag_value_list:
res1 = self.float_handle(res1)
res2 = self.float_handle(res2)
for i,v in enumerate(res2):
if i < len(tag_value_list):
if partition:
new_list.append(tuple(list(v)[:-(dvalue+defined_tag_count)] + list(tag_value_list[i]) + [None]*dvalue))
else:
new_list.append(tuple(list(v)[:-(dvalue+defined_tag_count)] + [None]*len(self.tag_type_str.split(','))))
res2 = new_list
else:
if use_exist_stb:
res1 = self.float_handle(res1)
res2 = self.float_handle(res2)
for i,v in enumerate(res2):
new_list.append(tuple(list(v)[:-(13)] + [None]*len(self.tag_type_str.split(','))))
res2 = new_list
latency = 0
if sorted:
res1.sort()
res2.sort()
if fill_value == "LINEAR":
res1 = self.round_handle(res1)
res2 = self.round_handle(res2)
if not reverse_check:
while res1 != res2:
new_list = list()
self.tdSql.query(sql1, record=False)
res1 = self.tdSql.query_data
self.tdSql.query(sql2, record=False)
# res2 = self.tdSql.query_data
res2 = self.cast_query_data(self.tdSql.query_data) if tag_value_list or use_exist_stb else self.tdSql.query_data
if tag_value_list:
res1 = self.float_handle(res1)
res2 = self.float_handle(res2)
for i,v in enumerate(res2):
if i < len(tag_value_list):
if partition:
new_list.append(tuple(list(v)[:-(dvalue+defined_tag_count)] + list(tag_value_list[i]) + [None]*dvalue))
else:
new_list.append(tuple(list(v)[:-(dvalue+defined_tag_count)] + [None]*len(self.tag_type_str.split(','))))
res2 = new_list
else:
if use_exist_stb:
res1 = self.float_handle(res1)
res2 = self.float_handle(res2)
for i,v in enumerate(res2):
new_list.append(tuple(list(v)[:-(13)] + [None]*len(self.tag_type_str.split(','))))
res2 = new_list
if sorted or tag_value_list:
res1.sort()
res2.sort()
if fill_value == "LINEAR":
res1 = self.round_handle(res1)
res2 = self.round_handle(res2)
if latency < self.stream_timeout:
latency += 0.2
time.sleep(0.2)
else:
if latency == 0:
return False
self.tdSql.checkEqual(res1, res2)
# self.tdSql.checkEqual(res1, res2) if not reverse_check else self.tdSql.checkNotEqual(res1, res2)
else:
while res1 == res2:
new_list = list()
self.tdSql.query(sql1, record=False)
res1 = self.tdSql.query_data
self.tdSql.query(sql2, record=False)
# res2 = self.tdSql.query_data
res2 = self.cast_query_data(self.tdSql.query_data) if tag_value_list or use_exist_stb else self.tdSql.query_data
if tag_value_list:
res1 = self.float_handle(res1)
res2 = self.float_handle(res2)
for i,v in enumerate(res2):
if i < len(tag_value_list):
if partition:
new_list.append(tuple(list(v)[:-(dvalue+defined_tag_count)] + list(tag_value_list[i]) + [None]*dvalue))
else:
new_list.append(tuple(list(v)[:-(dvalue+defined_tag_count)] + [None]*len(self.tag_type_str.split(','))))
res2 = new_list
else:
if use_exist_stb:
res1 = self.float_handle(res1)
res2 = self.float_handle(res2)
for i,v in enumerate(res2):
new_list.append(tuple(list(v)[:-(13)] + [None]*len(self.tag_type_str.split(','))))
res2 = new_list
if sorted or tag_value_list:
res1.sort()
res2.sort()
if fill_value == "LINEAR":
res1 = self.round_handle(res1)
res2 = self.round_handle(res2)
if latency < self.stream_timeout:
latency += 0.2
time.sleep(0.2)
else:
if latency == 0:
return False
self.tdSql.checkNotEqual(res1, res2)
# self.tdSql.checkEqual(res1, res2) if not reverse_check else self.tdSql.checkNotEqual(res1, res2)
def check_stream_field_type(self, sql, input_function):
self.tdSql.query(sql)
res = self.tdSql.query_data
if input_function in ["acos", "asin", "atan", "cos", "log", "pow", "sin", "sqrt", "tan"]:
self.tdSql.checkEqual(res[1][1], "DOUBLE")
self.tdSql.checkEqual(res[2][1], "DOUBLE")
elif input_function in ["lower", "ltrim", "rtrim", "upper"]:
self.tdSql.checkEqual(res[1][1], "VARCHAR")
self.tdSql.checkEqual(res[2][1], "VARCHAR")
self.tdSql.checkEqual(res[3][1], "NCHAR")
elif input_function in ["char_length", "length"]:
self.tdSql.checkEqual(res[1][1], "BIGINT")
self.tdSql.checkEqual(res[2][1], "BIGINT")
self.tdSql.checkEqual(res[3][1], "BIGINT")
elif input_function in ["concat", "concat_ws"]:
self.tdSql.checkEqual(self.tdSql.query_data[1][1], "VARCHAR")
self.tdSql.checkEqual(self.tdSql.query_data[2][1], "NCHAR")
self.tdSql.checkEqual(self.tdSql.query_data[3][1], "NCHAR")
self.tdSql.checkEqual(self.tdSql.query_data[4][1], "NCHAR")
elif input_function in ["substr"]:
self.tdSql.checkEqual(res[1][1], "VARCHAR")
self.tdSql.checkEqual(res[2][1], "VARCHAR")
self.tdSql.checkEqual(res[3][1], "VARCHAR")
self.tdSql.checkEqual(res[4][1], "NCHAR")
else:
self.tdSql.checkEqual(res[1][1], "INT")
self.tdSql.checkEqual(res[2][1], "DOUBLE")
def check_stream(self, sql1, sql2, expected_count, max_delay=None):
self.write_latency(f'sql: {sql1}')
self.check_stream_res(sql1, expected_count, max_delay)
self.check_query_data(sql1, sql2)
def gen_symbol_list(self):
"""
define symbol list
"""
return [' ', '~', '`', '!', '@', '#', '$', '¥', '%', '^', '&', '*', '(', ')',
'-', '+', '=', '{', '', '[', ']', '}', '', '', '|', '\\', ':',
';', '\'', '\"', ',', '<', '', '.', '>', '', '/', '?']
def gen_ts_support_unit_list(self):
"""
define support ts unit list
"""
return ["b", "u", "a", "s", "m", "h", "d", "w"]
def schemalessPost(self, sql, url_type="influxdb", dbname="test", precision=None):
"""
schemaless post
"""
if url_type == "influxdb":
url = self.genUrl(url_type, dbname, precision)
elif url_type == "telnet":
url = self.genUrl(url_type, dbname, precision)
res = requests.post(url, sql.encode("utf-8"), headers=self.preDefine()[0])
return res
def cleanTb(self, connect_type="taosc", dbname=None):
"""
connect_type is taosc or restful
"""
if connect_type == "taosc":
for query_sql in ['show stables;', 'show tables;']:
self.tdSql.query(query_sql)
stb_list = map(lambda x: x[0], self.tdSql.query_data)
for stb in stb_list:
self.tdSql.execute(f'drop table if exists `{stb}`;')
elif connect_type == "restful":
for query_sql in [f'show {dbname}.stables;', f'show {dbname}.tables;']:
self.tdRest.request(query_sql)
stb_list = map(lambda x: x[0], self.tdRest.resp["data"])
for stb in stb_list:
self.tdRest.request(f"drop table if exists {dbname}.`{stb}`;")
def date_to_ts(self, datetime_input):
return int(time.mktime(time.strptime(datetime_input, "%Y-%m-%d %H:%M:%S.%f")))
def get_long_name(self, length=10, mode="letters"):
"""
generate long name
mode could be numbers/letters/letters_mixed/mixed
"""
if mode == "numbers":
population = string.digits
elif mode == "letters":
population = string.ascii_letters.lower()
elif mode == "letters_mixed":
population = string.ascii_letters.upper() + string.ascii_letters.lower()
else:
population = string.ascii_letters.lower() + string.digits
return "".join(random.choices(population, k=length))
def typeof(self, variate):
return type(variate).__name__
def splitNumLetter(self, input_mix_str):
nums, letters = "", ""
for i in input_mix_str:
if i.isdigit():
nums += i
elif i.isspace():
pass
else:
letters += i
return nums, letters
def str_trans(self, words):
temp_word = words
for i in range(2 ** len(words)):
int_bin = str(bin(i)).replace("0b", "")
for i in range(len(words) - len(int_bin)):
int_bin = "".join(("0", int_bin))
for index, i in enumerate(int_bin):
if i == '1':
words_lst = list(words)
words_lst[index] = words_lst[index].upper()
words = "".join(words_lst)
yield words
words = temp_word
def time_cast(self, time_value, split_symbol="+"):
ts_value = str(time_value).split(split_symbol)[0]
if split_symbol in str(time_value):
ts_value_offset = str(time_value).split(split_symbol)[1]
else:
ts_value_offset = "0s"
return f'cast({ts_value} as timestamp){split_symbol}{ts_value_offset}'
def str_ts_trans_bigint(self, str_ts):
self.tdSql.query(f'select cast({str_ts} as bigint)')
return self.tdSql.query_data[0][0]
# schemaless
def time_trans(self, time_value, ts_type=None):
if "restful" in self.sml_type:
self.utc = True
else:
self.utc = None
# TDSmlTimestampType.HOUR.value, TDSmlTimestampType.MINUTE.value, TDSmlTimestampType.SECOND.value, TDSmlTimestampType.MICRO_SECOND.value, TDSmlTimestampType.NANO_SECOND.value
if self.sml_type == "opentsdb_json" or self.sml_type == "opentsdb_json_restful":
if type(time_value) is int:
if time_value != 0:
if len(str(time_value)) == 13:
time_value = str(int(time_value) - 8 * 60 * 60 * 1000) if self.utc else time_value
ts = int(time_value)/1000
elif len(str(time_value)) == 10:
time_value = str(int(time_value) - 8 * 60 * 60) if self.utc else time_value
ts = int(time_value)/1
else:
time_value = str(int(time_value) - 8 * 60 * 60 * 1000000) if self.utc else time_value
ts = time_value/1000000
else:
ts = time.time()
if self.utc is not None:
ts -= 8 * 60 * 60
elif type(time_value) is dict:
t_value = deepcopy(time_value)
if time_value["type"].lower() == "ns":
t_value["value"] = int(t_value["value"]) - 8 * 60 * 60 * 1000000000 if self.utc else t_value["value"]
ts = t_value["value"]/1000000000
elif time_value["type"].lower() == "us":
t_value["value"] = int(t_value["value"]) - 8 * 60 * 60 * 1000000 if self.utc else t_value["value"]
ts = t_value["value"]/1000000
elif time_value["type"].lower() == "ms":
t_value["value"] = int(t_value["value"]) - 8 * 60 * 60 * 1000 if self.utc else t_value["value"]
ts = t_value["value"]/1000
elif time_value["type"].lower() == "s":
t_value["value"] = int(t_value["value"]) - 8 * 60 * 60 if self.utc else t_value["value"]
ts = t_value["value"]/1
else:
t_value["value"] = int(t_value["value"]) - 8 * 60 * 60 * 1000000 if self.utc else t_value["value"]
ts = t_value["value"]/1000000
else:
pass
elif self.sml_type == "influxdb_restful":
if int(time_value) == 0:
ts = time.time()
if self.utc is not None:
ts -= 8 * 60 * 60
else:
if ts_type == "ns" or ts_type is None:
time_value = str(int(time_value) - 8 * 60 * 60 * 1000000000) if self.utc else time_value
ts = int(''.join(list(filter(str.isdigit, time_value))))/1000000000
elif ts_type == "u":
time_value = str(int(time_value) - 8 * 60 * 60 * 1000000) if self.utc else time_value
ts = int(''.join(list(filter(str.isdigit, time_value))))/1000000
elif ts_type == "ms":
time_value = str(int(time_value) - 8 * 60 * 60 * 1000) if self.utc else time_value
ts = int(''.join(list(filter(str.isdigit, time_value))))/1000
elif ts_type == "s":
time_value = str(int(time_value) - 8 * 60 * 60) if self.utc else time_value
ts = int(''.join(list(filter(str.isdigit, time_value))))/1
else:
if int(time_value) == 0:
ts = time.time()
if self.utc is not None:
ts -= 8 * 60 * 60
else:
if (ts_type == TDSmlTimestampType.NANO_SECOND.value or ts_type is None) and self.sml_type == "influxdb":
time_value = str(int(time_value) - 8 * 60 * 60 * 1000000000) if self.utc else time_value
ts = int(''.join(list(filter(str.isdigit, time_value)))) / 1000000000
elif ts_type == TDSmlTimestampType.MICRO_SECOND.value:
time_value = str(int(time_value) - 8 * 60 * 60 * 1000000) if self.utc else time_value
ts = int(''.join(list(filter(str.isdigit, time_value)))) / 1000000
elif (ts_type == TDSmlTimestampType.MILLI_SECOND.value or ts_type is None) and (self.sml_type == "opentsdb_telnet" or self.sml_type == "telnet-tcp" or self.sml_type == "opentsdb_telnet_restful" or self.sml_type == "influxdb"):
time_value = str(int(time_value) - 8 * 60 * 60 * 1000) if self.utc else time_value
ts = int(''.join(list(filter(str.isdigit, time_value)))) / 1000
elif ts_type == TDSmlTimestampType.SECOND.value:
time_value = str(int(time_value) - 8 * 60 * 60) if self.utc else time_value
ts = int(''.join(list(filter(str.isdigit, time_value)))) / 1
ulsec = repr(ts).split('.')[1][:6]
if len(ulsec) < 6 and int(ulsec) != 0:
ulsec = int(ulsec) * (10 ** (6 - len(ulsec)))
elif int(ulsec) == 0:
ulsec *= 6
# * follow two rows added for tsCheckCase
if self.sml_type == "opentsdb_json_restful":
td_ts = time.strftime("%Y-%m-%d %H:%M:%S", time.localtime(ts)) + ".000000"
else:
td_ts = time.strftime("%Y-%m-%d %H:%M:%S", time.localtime(ts))
return td_ts
#td_ts = time.strftime("%Y-%m-%d %H:%M:%S", time.localtime(ts))
td_ts = time.strftime("%Y-%m-%d %H:%M:%S.{}".format(ulsec), time.localtime(ts))
return td_ts
#return repr(datetime.datetime.strptime(td_ts, "%Y-%m-%d %H:%M:%S.%f"))
def date_to_ts(self, datetime_input):
return int(time.mktime(time.strptime(datetime_input, "%Y-%m-%d %H:%M:%S.%f")))
def get_type_value(self, value, vtype="col"):
"""
vtype must be col or tag
"""
if vtype == "col":
if value.lower().endswith("i8"):
td_type = "TINYINT"
td_tag_value = ''.join(list(value)[:-2])
elif value.lower().endswith("i16"):
td_type = "SMALLINT"
td_tag_value = ''.join(list(value)[:-3])
elif value.lower().endswith("i32"):
td_type = "INT"
td_tag_value = ''.join(list(value)[:-3])
elif value.lower().endswith("i64"):
td_type = "BIGINT"
td_tag_value = ''.join(list(value)[:-3])
elif value.lower().lower().endswith("u64"):
td_type = "BIGINT UNSIGNED"
td_tag_value = ''.join(list(value)[:-3])
elif value.lower().endswith("f32"):
td_type = "FLOAT"
td_tag_value = ''.join(list(value)[:-3])
td_tag_value = '{}'.format(np.float32(td_tag_value))
elif value.lower().endswith("f64"):
td_type = "DOUBLE"
td_tag_value = ''.join(list(value)[:-3])
if "e" in value.lower():
td_tag_value = str(float(td_tag_value))
elif value.lower().startswith('l"'):
td_type = "NCHAR"
td_tag_value = ''.join(list(value)[2:-1])
elif value.startswith('"') and value.endswith('"'):
td_type = "VARCHAR"
td_tag_value = ''.join(list(value)[1:-1])
elif value.lower() == "t" or value.lower() == "true":
td_type = "BOOL"
td_tag_value = "True"
elif value.lower() == "f" or value.lower() == "false":
td_type = "BOOL"
td_tag_value = "False"
elif value.isdigit():
td_type = "DOUBLE"
td_tag_value = str(float(value))
else:
td_type = "DOUBLE"
if "e" in value.lower():
td_tag_value = str(float(value))
else:
td_tag_value = value
elif vtype == "tag":
td_type = "NCHAR"
td_tag_value = str(value)
return td_type, td_tag_value
def type_trans(self, type_list):
if self.sml_type == "opentsdb_json":
type_list = list(map(lambda i: i["type"] if type(i) is dict else i, type_list))
return list(map(lambda i: i.upper(), type_list))
def influxdb_input_handle(self, input_sql, ts_type):
input_sql_split_list = input_sql.split(" ")
stb_tag_list = input_sql_split_list[0].split(',')
stb_col_list = input_sql_split_list[1].split(',')
time_value = self.time_trans(input_sql_split_list[2], ts_type)
stb_name = stb_tag_list[0]
stb_tag_list.pop(0)
tag_name_list = []
tag_value_list = []
td_tag_value_list = []
td_tag_type_list = []
col_name_list = []
col_value_list = []
td_col_value_list = []
td_col_type_list = []
for elm in stb_tag_list:
if self.smlChildTableName_value == "ID":
if "id=" in elm.lower():
tb_name = elm.split('=')[1]
else:
tag_name_list.append(elm.split("=")[0].lower())
tag_value_list.append(elm.split("=")[1])
tb_name = ""
td_tag_value_list.append(self.get_type_value(elm.split("=")[1], "tag")[1])
td_tag_type_list.append(self.get_type_value(elm.split("=")[1], "tag")[0])
else:
if "id=" in elm.lower():
tb_name = elm.split('=')[1]
tag_name_list.append(elm.split("=")[0])
td_tag_value_list.append(tb_name)
td_tag_type_list.append("NCHAR")
else:
tag_name_list.append(elm.split("=")[0])
tag_value_list.append(elm.split("=")[1])
tb_name = ""
td_tag_value_list.append(self.get_type_value(elm.split("=")[1], "tag")[1])
td_tag_type_list.append(self.get_type_value(elm.split("=")[1], "tag")[0])
for elm in stb_col_list:
col_name_list.append(elm.split("=")[0])
col_value_list.append(elm.split("=")[1])
td_col_value_list.append(self.get_type_value(elm.split("=")[1])[1])
td_col_type_list.append(self.get_type_value(elm.split("=")[1])[0])
final_field_list = []
final_field_list.extend(col_name_list)
final_field_list.extend(tag_name_list)
final_type_list = []
final_type_list.append("TIMESTAMP")
final_type_list.extend(td_col_type_list)
final_type_list.extend(td_tag_type_list)
final_type_list = self.type_trans(final_type_list)
final_value_list = []
final_value_list.append(time_value)
final_value_list.extend(td_col_value_list)
final_value_list.extend(td_tag_value_list)
return final_value_list, final_field_list, final_type_list, stb_name, tb_name
def opentsdb_telnet_input_handle(self, input_sql, ts_type):
input_sql_split_list = input_sql.split(" ")
if self.sml_type == "telnet-tcp":
input_sql_split_list.pop(0)
stb_name = input_sql_split_list[0]
stb_tag_list = input_sql_split_list[3:]
stb_tag_list[-1] = stb_tag_list[-1].strip()
stb_col_value = input_sql_split_list[2]
if self.sml_type == "telnet-tcp":
ts_value = self.time_trans(input_sql_split_list[1], ts_type)
else:
ts_value = self.time_trans(input_sql_split_list[1], ts_type)
if "restful" in self.sml_type:
# while ts_value.endswith("0"):
# ts_value = ts_value[:-1]
# if ts_value.endswith("."):
# ts_value = ts_value[:-1]
ts_value += "Z"
ts_value = ts_value.replace(" ", "T")
tag_name_list = []
tag_value_list = []
td_tag_value_list = []
td_tag_type_list = []
col_name_list = []
col_value_list = []
td_col_value_list = []
td_col_type_list = []
self.set_sml_specified_value()
for elm in stb_tag_list:
if self.smlChildTableName_value == "ID":
if "id=" in elm.lower():
tb_name = elm.split('=')[1]
else:
tag_name_list.append(elm.split("=")[0].lower())
tag_value_list.append(elm.split("=")[1])
tb_name = ""
td_tag_value_list.append(self.get_type_value(elm.split("=")[1], "tag")[1])
td_tag_type_list.append(self.get_type_value(elm.split("=")[1], "tag")[0])
else:
if "id" == elm.split("=")[0].lower():
tag_name_list.insert(0, elm.split("=")[0])
tag_value_list.insert(0, elm.split("=")[1])
td_tag_value_list.insert(0, self.get_type_value(elm.split("=")[1], "tag")[1])
td_tag_type_list.insert(0, self.get_type_value(elm.split("=")[1], "tag")[0])
else:
tag_name_list.append(elm.split("=")[0])
tag_value_list.append(elm.split("=")[1])
tb_name = ""
td_tag_value_list.append(self.get_type_value(elm.split("=")[1], "tag")[1])
td_tag_type_list.append(self.get_type_value(elm.split("=")[1], "tag")[0])
col_name_list.append('_value')
col_value_list.append(stb_col_value)
td_col_value_list.append(self.get_type_value(stb_col_value)[1])
td_col_type_list.append(self.get_type_value(stb_col_value)[0])
final_field_list = []
final_field_list.extend(col_name_list)
final_field_list.extend(tag_name_list)
final_type_list = []
final_type_list.append("TIMESTAMP")
final_type_list.extend(td_col_type_list)
final_type_list.extend(td_tag_type_list)
final_type_list = self.type_trans(final_type_list)
final_value_list = []
final_value_list.append(ts_value)
final_value_list.extend(td_col_value_list)
final_value_list.extend(td_tag_value_list)
return final_value_list, final_field_list, final_type_list, stb_name, tb_name
def opentsdb_json_input_handle(self, input_json):
stb_name = input_json["metric"]
stb_tag_dict = input_json["tags"]
stb_col_dict = input_json["value"]
ts_value = self.time_trans(input_json["timestamp"])
if self.utc is not None:
# while ts_value.endswith("0"):
# ts_value = ts_value[:-1]
# if ts_value.endswith("."):
# ts_value = ts_value[:-1]
ts_value += "Z"
ts_value = ts_value.replace(" ", "T")
tag_name_list = []
tag_value_list = []
td_tag_value_list = []
td_tag_type_list = []
col_name_list = []
col_value_list = []
td_col_value_list = []
td_col_type_list = []
# handle tag
for key,value in stb_tag_dict.items():
if "id" == key.lower():
tb_name = value
else:
if type(value) is dict:
tag_value_list.append(str(value["value"]))
td_tag_value_list.append(str(value["value"]))
tag_name_list.append(key.lower())
if value["type"].lower() == "binary":
td_tag_type_list.append("VARCHAR")
else:
td_tag_type_list.append(value["type"].upper())
tb_name = ""
else:
tag_value_list.append(str(value))
# td_tag_value_list.append(str(value))
tag_name_list.append(key.lower())
tb_name = ""
if type(value) is bool:
td_tag_type_list.append("BOOL")
td_tag_value_list.append(str(value))
elif type(value) is int:
td_tag_type_list.append("DOUBLE")
if self.sml_type == "opentsdb_json_restful":
# td_tag_type_list.append("BIGINT")
td_tag_value_list.append(str(value))
else:
td_tag_value_list.append(str(float(value)))
elif type(value) is float:
td_tag_type_list.append("DOUBLE")
td_tag_value_list.append(str(float(value)))
elif type(value) is str:
td_tag_type_list.append("VARCHAR")
td_tag_value_list.append(str(value))
# if self.defaultJSONStrType_value == "NCHAR":
# td_tag_type_list.append("NCHAR")
# td_tag_value_list.append(str(value))
# else:
# td_tag_type_list.append("VARCHAR")
# td_tag_value_list.append(str(value))
# handle col
if type(stb_col_dict) is dict:
if stb_col_dict["type"].lower() == "bool":
bool_value = f'{stb_col_dict["value"]}'
col_value_list.append(bool_value)
td_col_type_list.append(stb_col_dict["type"].upper())
col_name_list.append("_value")
td_col_value_list.append(str(stb_col_dict["value"]))
else:
col_value_list.append(stb_col_dict["value"])
if stb_col_dict["type"].lower() == "binary":
td_col_type_list.append("VARCHAR")
else:
td_col_type_list.append(stb_col_dict["type"].upper())
col_name_list.append("_value")
td_col_value_list.append(str(stb_col_dict["value"]))
else:
col_name_list.append("_value")
col_value_list.append(str(stb_col_dict))
# td_col_value_list.append(str(stb_col_dict))
if type(stb_col_dict) is bool:
td_col_type_list.append("BOOL")
td_col_value_list.append(str(stb_col_dict))
elif type(stb_col_dict) is int:
td_col_type_list.append("DOUBLE")
td_col_value_list.append(str(float(stb_col_dict)))
elif type(stb_col_dict) is float:
td_col_type_list.append("DOUBLE")
td_col_value_list.append(str(float(stb_col_dict)))
elif type(stb_col_dict) is str:
td_col_type_list.append("VARCHAR")
td_col_value_list.append(str(stb_col_dict))
# if self.defaultJSONStrType_value == "NCHAR":
# td_col_type_list.append("NCHAR")
# td_col_value_list.append(str(stb_col_dict))
# else:
# td_col_type_list.append("VARCHAR")
# td_col_value_list.append(str(stb_col_dict))
final_field_list = []
final_field_list.extend(col_name_list)
final_field_list.extend(tag_name_list)
final_type_list = []
final_type_list.append("TIMESTAMP")
final_type_list.extend(td_col_type_list)
final_type_list.extend(td_tag_type_list)
final_type_list = self.type_trans(final_type_list)
final_value_list = []
final_value_list.append(ts_value)
final_value_list.extend(td_col_value_list)
final_value_list.extend(td_tag_value_list)
return final_value_list, final_field_list, final_type_list, stb_name, tb_name
def influxdb_restful_input_handle(self, input_sql, ts_type, t_blank_tag=None):
tb_name = ""
input_sql_split_list = input_sql.split(" ")
stb_tag_list = input_sql_split_list[0].split(',')
stb_col_list = input_sql_split_list[1].split(',')
ts_value = self.time_trans(input_sql_split_list[2], ts_type)
# while ts_value.endswith("0"):
# ts_value = ts_value[:-1]
# if ts_value.endswith("."):
# ts_value = ts_value[:-1]
ts_value += "Z"
ts_value = ts_value.replace(" ", "T")
stb_name = stb_tag_list[0]
stb_tag_list.pop(0)
tag_name_list = []
tag_value_list = []
td_tag_value_list = []
td_tag_type_list = []
col_name_list = []
col_value_list = []
td_col_value_list = []
td_col_type_list = []
for elm in stb_tag_list:
if self.smlChildTableName_value == "ID":
if "id=" in elm.lower():
tb_name = elm.split('=')[1]
else:
tag_name_list.append(elm.split("=")[0])
tag_value_list.append(elm.split("=")[1])
td_tag_value_list.append(self.get_type_value(elm.split("=")[1], "tag")[1])
td_tag_type_list.append(self.get_type_value(elm.split("=")[1], "tag")[0])
else:
if "id" == elm.split("=")[0].lower():
tag_name_list.insert(0, elm.split("=")[0])
tag_value_list.insert(0, elm.split("=")[1])
td_tag_value_list.insert(0, self.get_type_value(elm.split("=")[1], "tag")[1])
td_tag_type_list.insert(0, self.get_type_value(elm.split("=")[1], "tag")[0])
else:
tag_name_list.append(elm.split("=")[0])
tag_value_list.append(elm.split("=")[1])
td_tag_value_list.append(self.get_type_value(elm.split("=")[1], "tag")[1])
td_tag_type_list.append(self.get_type_value(elm.split("=")[1], "tag")[0])
for elm in stb_col_list:
col_name_list.append(elm.split("=")[0])
col_value_list.append(elm.split("=")[1])
td_col_value_list.append(self.get_type_value(elm.split("=")[1])[1])
td_col_type_list.append(self.get_type_value(elm.split("=")[1])[0])
final_field_list = []
final_field_list.extend(col_name_list)
final_field_list.extend(tag_name_list)
final_type_list = []
final_type_list.append("TIMESTAMP")
final_type_list.extend(td_col_type_list)
final_type_list.extend(td_tag_type_list)
final_type_list = self.type_trans(final_type_list)
final_value_list = []
final_value_list.append(ts_value)
final_value_list.extend(td_col_value_list)
final_value_list.extend(td_tag_value_list)
if t_blank_tag is not None:
final_field_list.append(self.smlTagNullName_value)
final_value_list.append('None')
final_type_list.append(10)
return final_value_list, final_field_list, final_type_list, stb_name, tb_name
def gen_ts_col_value(self, value, t_type=None, value_type="obj"):
if value_type == "obj":
if t_type == None:
ts_col_value = value
else:
ts_col_value = {"value": value, "type": t_type}
elif value_type == "default":
ts_col_value = value
return ts_col_value
def gen_tag_value(self, t0_type="bool", t0_value="", t1_type="tinyint", t1_value=127, t2_type="smallint", t2_value=32767,
t3_type="int", t3_value=2147483647, t4_type="bigint", t4_value=9223372036854775807,
t5_type="float", t5_value=11.12345027923584, t6_type="double", t6_value=22.123456789,
t7_type="binary", t7_value="binaryTagValue", t8_type="nchar", t8_value="ncharTagValue", value_type="obj"):
if t0_value == "":
t0_value = True
if value_type == "obj":
tag_value = {
"t0": {"value": t0_value, "type": t0_type},
"t1": {"value": t1_value, "type": t1_type},
"t2": {"value": t2_value, "type": t2_type},
"t3": {"value": t3_value, "type": t3_type},
"t4": {"value": t4_value, "type": t4_type},
"t5": {"value": t5_value, "type": t5_type},
"t6": {"value": t6_value, "type": t6_type},
"t7": {"value": t7_value, "type": t7_type},
"t8": {"value": t8_value, "type": t8_type}
}
elif value_type == "default":
# t5_value = t6_value
tag_value = {
"t0": t0_value,
"t1": t1_value,
"t2": t2_value,
"t3": t3_value,
"t4": t4_value,
"t5": t5_value,
"t6": t6_value,
"t7": t7_value,
"t8": t8_value
}
return tag_value
def gen_full_type_json(self, ts_value="", col_value="", tag_value="", stb_name="", tb_name="",
id_noexist_tag=None, id_change_tag=None, id_upper_tag=None, id_mixul_tag=None, id_double_tag=None,
t_add_tag=None, t_mul_tag=None, c_multi_tag=None, c_blank_tag=None, t_blank_tag=None,
chinese_tag=None, multi_field_tag=None, point_trans_tag=None, value_type="obj"):
if value_type == "obj":
if stb_name == "":
stb_name = self.get_long_name()
if tb_name == "":
tb_name = f'{stb_name}_{random.randint(0, 65535)}_{random.randint(0, 65535)}'
if ts_value == "":
ts_value = self.gen_ts_col_value(1626006833639000000, "ns")
if col_value == "":
col_value = self.gen_ts_col_value(random.choice([True, False]), "bool")
if tag_value == "":
tag_value = self.gen_tag_value()
# if id_upper_tag is not None:
# id = "ID"
# else:
# id = "id"
# if id_mixul_tag is not None:
# id = random.choice(["iD", "Id"])
# else:
# id = "id"
# if id_noexist_tag is None:
# tag_value[id] = tb_name
sql_json = {"metric": stb_name, "timestamp": ts_value, "value": col_value, "tags": tag_value}
if id_noexist_tag is not None:
if t_add_tag is not None:
tag_value["t9"] = {"value": "ncharTagValue", "type": "nchar"}
sql_json = {"metric": stb_name, "timestamp": ts_value, "value": col_value, "tags": tag_value}
if id_change_tag is not None:
tag_value.pop('t8')
tag_value["t8"] = {"value": "ncharTagValue", "type": "nchar"}
sql_json = {"metric": stb_name, "timestamp": ts_value, "value": col_value, "tags": tag_value}
if id_double_tag is not None:
tag_value["ID"] = f'"{tb_name}_2"'
sql_json = {"metric": stb_name, "timestamp": ts_value, "value": col_value, "tags": tag_value}
if t_add_tag is not None:
tag_value["t10"] = {"value": "ncharTagValue", "type": "nchar"}
tag_value["t11"] = {"value": True, "type": "bool"}
sql_json = {"metric": stb_name, "timestamp": ts_value, "value": col_value, "tags": tag_value}
if t_mul_tag is not None:
tag_value.pop('t8')
sql_json = {"metric": stb_name, "timestamp": ts_value, "value": col_value, "tags": tag_value}
if c_multi_tag is not None:
col_value = [{"value": True, "type": "bool"}, {"value": False, "type": "bool"}]
sql_json = {"metric": stb_name, "timestamp": ts_value, "value": col_value, "tags": tag_value}
if t_blank_tag is not None:
tag_value = ""
sql_json = {"metric": stb_name, "timestamp": ts_value, "value": col_value, "tags": tag_value}
if chinese_tag is not None:
tag_value = {"t0": {"value": "涛思数据", "type": "nchar"}}
col_value = {"value": "涛思数据", "type": "nchar"}
sql_json = {"metric": stb_name, "timestamp": ts_value, "value": col_value, "tags": tag_value}
if c_blank_tag is not None:
sql_json.pop("value")
if multi_field_tag is not None:
sql_json = {"metric": stb_name, "timestamp": ts_value, "value": col_value, "tags": tag_value, "tags2": tag_value}
if point_trans_tag is not None:
sql_json = {"metric": ".point.trans.test", "timestamp": ts_value, "value": col_value, "tags": tag_value}
elif value_type == "default":
if stb_name == "":
stb_name = self.get_long_name()
if tb_name == "":
tb_name = f'{stb_name}_{random.randint(0, 65535)}_{random.randint(0, 65535)}'
if ts_value == "":
ts_value = 1626006834
if col_value == "":
col_value = random.choice([True, False])
if tag_value == "":
tag_value = self.gen_tag_value(value_type=value_type)
# if id_upper_tag is not None:
# id = "ID"
# else:
# id = "id"
# if id_mixul_tag is not None:
# id = "iD"
# else:
# id = "id"
# if id_noexist_tag is None:
# tag_value[id] = tb_name
sql_json = {"metric": stb_name, "timestamp": ts_value, "value": col_value, "tags": tag_value}
if id_noexist_tag is not None:
if t_add_tag is not None:
tag_value["t9"] = {"value": "ncharTagValue", "type": "nchar"}
sql_json = {"metric": stb_name, "timestamp": ts_value, "value": col_value, "tags": tag_value}
if id_change_tag is not None:
tag_value.pop('t7')
tag_value["t7"] = {"value": "ncharTagValue", "type": "nchar"}
sql_json = {"metric": stb_name, "timestamp": ts_value, "value": col_value, "tags": tag_value}
if id_double_tag is not None:
tag_value["ID"] = f'"{tb_name}_2"'
sql_json = {"metric": stb_name, "timestamp": ts_value, "value": col_value, "tags": tag_value}
if t_add_tag is not None:
tag_value["t10"] = {"value": "ncharTagValue", "type": "nchar"}
tag_value["t11"] = True
sql_json = {"metric": stb_name, "timestamp": ts_value, "value": col_value, "tags": tag_value}
if t_mul_tag is not None:
tag_value.pop('t7')
sql_json = {"metric": stb_name, "timestamp": ts_value, "value": col_value, "tags": tag_value}
if c_multi_tag is not None:
col_value = True,False
sql_json = {"metric": stb_name, "timestamp": ts_value, "value": col_value, "tags": tag_value}
if t_blank_tag is not None:
tag_value = ""
sql_json = {"metric": stb_name, "timestamp": ts_value, "value": col_value, "tags": tag_value}
if c_blank_tag is not None:
sql_json.pop("value")
if multi_field_tag is not None:
sql_json = {"metric": stb_name, "timestamp": ts_value, "value": col_value, "tags": tag_value, "tags2": tag_value}
if point_trans_tag is not None:
sql_json = {"metric": ".point.trans.test", "timestamp": ts_value, "value": col_value, "tags": tag_value}
return sql_json, stb_name
def gen_mul_tag_col_dict(self, gen_type, count=1, value_type="obj"):
"""
gen_type must be tag/col
"""
tag_dict = dict()
col_dict = dict()
if value_type == "obj":
if gen_type == "tag":
for i in range(0, count):
tag_dict[f't{i}'] = {'value': True, 'type': 'bool'}
return tag_dict
if gen_type == "col":
col_dict = {'value': True, 'type': 'bool'}
return col_dict
elif value_type == "default":
if gen_type == "tag":
for i in range(0, count):
tag_dict[f't{i}'] = True
return tag_dict
if gen_type == "col":
col_dict = True
return col_dict
def gen_long_json(self, tag_count, value_type="obj"):
stb_name = self.get_long_name()
# tb_name = f'{stb_name}_1'
tag_dict = self.gen_mul_tag_col_dict("tag", tag_count, value_type)
col_dict = self.gen_mul_tag_col_dict("col", 1, value_type)
# tag_dict["id"] = tb_name
ts_dict = {'value': 1626006833639000000, 'type': 'ns'}
long_json = {"metric": stb_name, "timestamp": ts_dict, "value": col_dict, "tags": tag_dict}
return long_json, stb_name
def gen_influxdb_line(self, stb_name, tb_name, id, t0, t1, t2, t3, t4, t5, t6, t7, t8, c0, c1, c2, c3, c4, c5, c6, c7, c8, c9,
ts, id_noexist_tag, id_change_tag, id_double_tag, ct_add_tag, ct_am_tag, ct_ma_tag, ct_min_tag, c_multi_tag, t_multi_tag, c_blank_tag, t_blank_tag, chinese_tag):
input_sql = f'{stb_name},{id}={tb_name},t0={t0},t1={t1},t2={t2},t3={t3},t4={t4},t5={t5},t6={t6},t7={t7},t8={t8} c0={c0},c1={c1},c2={c2},c3={c3},c4={c4},c5={c5},c6={c6},c7={c7},c8={c8},c9={c9} {ts}'
if id_noexist_tag is not None:
input_sql = f'{stb_name},t0={t0},t1={t1},t2={t2},t3={t3},t4={t4},t5={t5},t6={t6},t7={t7},t8={t8} c0={c0},c1={c1},c2={c2},c3={c3},c4={c4},c5={c5},c6={c6},c7={c7},c8={c8},c9={c9} {ts}'
if ct_add_tag is not None:
input_sql = f'{stb_name},t0={t0},t1={t1},t2={t2},t3={t3},t4={t4},t5={t5},t6={t6},t7={t7},t8={t8},t9={t8} c0={c0},c1={c1},c2={c2},c3={c3},c4={c4},c5={c5},c6={c6},c7={c7},c8={c8},c9={c9} {ts}'
if id_change_tag is not None:
input_sql = f'{stb_name},t0={t0},t1={t1},{id}={tb_name},t2={t2},t3={t3},t4={t4},t5={t5},t6={t6},t7={t7},t8={t8} c0={c0},c1={c1},c2={c2},c3={c3},c4={c4},c5={c5},c6={c6},c7={c7},c8={c8},c9={c9} {ts}'
if id_double_tag is not None:
input_sql = f'{stb_name},{id}=\"{tb_name}_1\",t0={t0},t1={t1},{id}=\"{tb_name}_2\",t2={t2},t3={t3},t4={t4},t5={t5},t6={t6},t7={t7},t8={t8} c0={c0},c1={c1},c2={c2},c3={c3},c4={c4},c5={c5},c6={c6},c7={c7},c8={c8},c9={c9} {ts}'
if ct_add_tag is not None:
input_sql = f'{stb_name},{id}={tb_name},t0={t0},t1={t1},t2={t2},t3={t3},t4={t4},t5={t5},t6={t6},t7={t7},t8={t8},t11={t1},t10={t8} c0={c0},c1={c1},c2={c2},c3={c3},c4={c4},c5={c5},c6={c6},c7={c7},c8={c8},c9={c9},c11={c8},c10={t0} {ts}'
if ct_am_tag is not None:
input_sql = f'{stb_name},{id}={tb_name},t0={t0},t1={t1},t2={t2},t3={t3},t4={t4},t5={t5},t6={t6} c0={c0},c1={c1},c2={c2},c3={c3},c4={c4},c5={c5},c6={c6},c7={c7},c8={c8},c9={c9},c11={c8},c10={t0} {ts}'
if id_noexist_tag is not None:
input_sql = f'{stb_name},t0={t0},t1={t1},t2={t2},t3={t3},t4={t4},t5={t5},t6={t6} c0={c0},c1={c1},c2={c2},c3={c3},c4={c4},c5={c5},c6={c6},c7={c7},c8={c8},c9={c9},c11={c8},c10={t0} {ts}'
if ct_ma_tag is not None:
input_sql = f'{stb_name},{id}={tb_name},t0={t0},t1={t1},t2={t2},t3={t3},t4={t4},t5={t5},t6={t6},t7={t7},t8={t8},t11={t1},t10={t8} c0={c0},c1={c1},c2={c2},c3={c3},c4={c4},c5={c5},c6={c6} {ts}'
if id_noexist_tag is not None:
input_sql = f'{stb_name},t0={t0},t1={t1},t2={t2},t3={t3},t4={t4},t5={t5},t6={t6},t7={t7},t8={t8},t11={t1},t10={t8} c0={c0},c1={c1},c2={c2},c3={c3},c4={c4},c5={c5},c6={c6} {ts}'
if ct_min_tag is not None:
input_sql = f'{stb_name},{id}={tb_name},t0={t0},t1={t1},t2={t2},t3={t3},t4={t4},t5={t5},t6={t6} c0={c0},c1={c1},c2={c2},c3={c3},c4={c4},c5={c5},c6={c6} {ts}'
if c_multi_tag is not None:
input_sql = f'{stb_name},{id}={tb_name},t0={t0},t1={t1},t2={t2},t3={t3},t4={t4},t5={t5},t6={t6},t7={t7},t8={t8} c0={c0},c1={c1},c2={c2},c3={c3},c4={c4},c5={c5},c6={c6},c7={c7},c8={c8},c9={c9} c10={c9} {ts}'
if t_multi_tag is not None:
input_sql = f'{stb_name},{id}={tb_name},t0={t0},t1={t1},t2={t2},t3={t3},t4={t4},t5={t5},t6={t6},t7={t7},t8={t8} t9={t8} c0={c0},c1={c1},c2={c2},c3={c3},c4={c4},c5={c5},c6={c6},c7={c7},c8={c8},c9={c9} {ts}'
if c_blank_tag is not None:
input_sql = f'{stb_name},{id}={tb_name},t0={t0},t1={t1},t2={t2},t3={t3},t4={t4},t5={t5},t6={t6},t7={t7},t8={t8} {ts}'
if t_blank_tag is not None:
input_sql = f'{stb_name} c0={c0},c1={c1},c2={c2},c3={c3},c4={c4},c5={c5},c6={c6},c7={c7},c8={c8},c9={c9} {ts}'
if chinese_tag is not None:
input_sql = f'{stb_name},to=L"涛思数据" c0=L"涛思数据" {ts}'
return input_sql
def gen_opentsdb_telnet_line(self, stb_name, tb_name, id, value, t0, t1, t2, t3, t4, t5, t6, t7, t8, ts,
id_noexist_tag, id_change_tag,id_double_tag, t_add_tag, t_mul_tag, point_trans_tag, tcp_keyword_tag,
c_multi_tag, multi_field_tag, c_blank_tag, t_blank_tag, chinese_tag):
input_sql = f'{stb_name} {ts} {value} {id}={tb_name} t0={t0} t1={t1} t2={t2} t3={t3} t4={t4} t5={t5} t6={t6} t7={t7} t8={t8}'
if id_noexist_tag is not None:
input_sql = f'{stb_name} {ts} {value} t0={t0} t1={t1} t2={t2} t3={t3} t4={t4} t5={t5} t6={t6} t7={t7} t8={t8}'
if t_add_tag is not None:
input_sql = f'{stb_name} {ts} {value} t0={t0} t1={t1} t2={t2} t3={t3} t4={t4} t5={t5} t6={t6} t7={t7} t8={t8} t9={t8}'
if id_change_tag is not None:
input_sql = f'{stb_name} {ts} {value} t0={t0} {id}={tb_name} t1={t1} t2={t2} t3={t3} t4={t4} t5={t5} t6={t6} t7={t7} t8={t8}'
if id_double_tag is not None:
input_sql = f'{stb_name} {ts} {value} {id}=\"{tb_name}_1\" t0={t0} t1={t1} {id}=\"{tb_name}_2\" t2={t2} t3={t3} t4={t4} t5={t5} t6={t6} t7={t7} t8={t8}'
if t_add_tag is not None:
input_sql = f'{stb_name} {ts} {value} {id}={tb_name} t0={t0} t1={t1} t2={t2} t3={t3} t4={t4} t5={t5} t6={t6} t7={t7} t8={t8} t11={t1} t10={t8}'
if t_mul_tag is not None:
input_sql = f'{stb_name} {ts} {value} {id}={tb_name} t0={t0} t1={t1} t2={t2} t3={t3} t4={t4} t5={t5} t6={t6}'
if id_noexist_tag is not None:
input_sql = f'{stb_name} {ts} {value} t0={t0} t1={t1} t2={t2} t3={t3} t4={t4} t5={t5} t6={t6}'
if c_multi_tag is not None:
input_sql = f'{stb_name} {ts} {value} {value} {id}={tb_name} t0={t0} t1={t1} t2={t2} t3={t3} t4={t4} t5={t5} t6={t6}'
if c_blank_tag is not None:
input_sql = f'{stb_name} {ts} {id}={tb_name} t0={t0} t1={t1} t2={t2} t3={t3} t4={t4} t5={t5} t6={t6} t7={t7} t8={t8}'
if t_blank_tag is not None:
input_sql = f'{stb_name} {ts} {value}'
if chinese_tag is not None:
input_sql = f'{stb_name} {ts} L"涛思数据" t0={t0} t1=L"涛思数据"'
if multi_field_tag is not None:
input_sql = f'{stb_name} {ts} {value} {id}={tb_name} t0={t0} {value}'
if point_trans_tag is not None:
input_sql = f'.point.trans.test {ts} {value} t0={t0}'
if tcp_keyword_tag is not None:
input_sql = f'put {ts} {value} t0={t0}'
if self.sml_type == "telnet-tcp":
input_sql = 'put ' + input_sql + '\n'
return input_sql
def gen_full_type_sql(self, stb_name="", tb_name="", value="", t0="", t1="127i8", t2="32767i16", t3="2147483647i32",
t4="9223372036854775807i64", t5="11.12345f32", t6="22.123456789f64", t7="\"binaryTagValue\"",
t8="L\"ncharTagValue\"", c0="", c1="127i8", c2="32767i16", c3="2147483647i32",
c4="9223372036854775807i64", c5="11.12345f32", c6="22.123456789f64", c7="\"binaryColValue\"",
c8="L\"ncharColValue\"", c9="7u64", ts=None,
id_noexist_tag=None, id_change_tag=None, id_upper_tag=None, id_mixul_tag=None, id_double_tag=None,
ct_add_tag=None, ct_am_tag=None, ct_ma_tag=None, ct_min_tag=None, c_multi_tag=None, t_multi_tag=None,
c_blank_tag=None, t_blank_tag=None, chinese_tag=None, t_add_tag=None, t_mul_tag=None, point_trans_tag=None,
tcp_keyword_tag=None, multi_field_tag=None):
if stb_name == "":
stb_name = self.get_long_name()
if tb_name == "":
tb_name = f'{stb_name}_{random.randint(0, 65535)}_{random.randint(0, 65535)}'
if t0 == "":
t0 = "t"
if c0 == "":
c0 = random.choice(["f", "F", "false", "False", "t", "T", "true", "True"])
if value == "":
# value = random.choice(["f", "F", "false", "False", "t", "T", "true", "True", "TRUE", "FALSE"])
value = random.choice(["1.11111", "2.2222222", "3.333333333333", "5.555555555555"])
if id_upper_tag is not None:
id = "ID"
else:
id = "id"
if id_mixul_tag is not None:
id = random.choice(["iD", "Id"])
else:
id = "id"
if self.sml_type == "influxdb" or self.sml_type == "influxdb_restful":
if ts is None:
ts = "1626006833639000000"
input_sql = self.gen_influxdb_line(stb_name, tb_name, id, t0, t1, t2, t3, t4, t5, t6, t7, t8, c0, c1, c2, c3, c4, c5, c6, c7, c8, c9, ts,
id_noexist_tag, id_change_tag, id_double_tag, ct_add_tag, ct_am_tag, ct_ma_tag, ct_min_tag, c_multi_tag, t_multi_tag, c_blank_tag, t_blank_tag, chinese_tag)
elif self.sml_type == "opentsdb_telnet" or self.sml_type == "opentsdb_telnet_restful" or self.sml_type == "telnet-tcp":
if ts is None:
ts = "1626006833641"
input_sql = self.gen_opentsdb_telnet_line(stb_name, tb_name, id, value, t0, t1, t2, t3, t4, t5, t6, t7, t8, ts,
id_noexist_tag, id_change_tag,id_double_tag, t_add_tag, t_mul_tag, point_trans_tag, tcp_keyword_tag,
c_multi_tag, multi_field_tag, c_blank_tag, t_blank_tag, chinese_tag)
return input_sql, stb_name
def gen_multi_tag_col_str(self, gen_type, count):
"""
gen_type must be "tag"/"col"
"""
if gen_type == "tag":
if self.sml_type == "influxdb" or self.sml_type == "influxdb_restful":
return ','.join(map(lambda i: f't{i}=f', range(count))) + " "
elif self.sml_type == "opentsdb_telnet" or self.sml_type == "opentsdb_telnet_restful":
return ' '.join(map(lambda i: f't{i}=f', range(count)))
if gen_type == "col":
return ','.join(map(lambda i: f'c{i}=t', range(count))) + " "
def gen_long_sql(self, tag_count, col_count):
stb_name = self.get_long_name()
tb_name = f'{stb_name}_1'
tag_str = self.gen_multi_tag_col_str("tag", tag_count)
col_str = self.gen_multi_tag_col_str("col", col_count)
if self.sml_type == "influxdb" or self.sml_type == "influxdb_restful":
ts = "1626006833640000000"
long_sql = stb_name + ',' + f'id={tb_name}' + ',' + tag_str + col_str + ts
elif self.sml_type == "opentsdb_telnet" or self.sml_type == "opentsdb_telnet_restful":
ts = "1626006833641"
long_sql = stb_name + ' ' + ts + ' ' + "t" + ' ' + tag_str
return long_sql, stb_name
def get_no_id_tbname(self, stb_name, dbname=None):
query_sql = f"select tbname from {stb_name}"
# if dbname is not None:
# query_sql = f"select tbname from {dbname}.{stb_name}"
if self.sml_type == "influxdb_restful" or self.sml_type == "opentsdb_json_restful":
query_sql = f"select tbname from {dbname}.{stb_name}"
tb_name = self.res_handle(query_sql, stb_name, dbname)[0][0]
else:
tb_name = self.res_handle(query_sql, stb_name)[0][0]
return tb_name
def res_handle(self, query_sql, stb_name):
self.tdSql.execute('reset query cache')
if self.sml_type == "telnet-tcp":
time.sleep(2)
self.tdSql.query(f'describe {stb_name}')
col_info = self.tdSql.getColNameList(True)
self.tdSql.query(query_sql)
row_info = self.tdSql.query_data
res_row_list = []
sub_list = []
for row_mem in row_info:
for i in row_mem:
if "11.1234" in str(i) and str(i) != "11.12345f32" and str(i) != "11.12345027923584F32":
sub_list.append("11.12345027923584")
elif "22.1234" in str(i) and str(i) != "22.123456789f64" and str(i) != "22.123456789F64":
sub_list.append("22.123456789")
else:
sub_list.append(str(i))
res_row_list.append(sub_list)
res_field_list_without_ts = col_info[0][1:]
res_type_list = col_info[1]
return res_row_list, res_field_list_without_ts, res_type_list
def restful_res_handle(self, query_sql, stb_name, dbname):
self.tdRest.request(f'describe {dbname}.{stb_name}')
col_info = self.tdRest.getColNameList(True)
self.tdRest.request(query_sql)
row_info = self.tdRest.resp["data"]
res_row_list = []
sub_list = []
for row_mem in row_info:
for i in row_mem:
if "11.1234" in str(i) and str(i) != "11.12345f32":
sub_list.append("11.12345027923584")
elif "22.1234" in str(i) and str(i) != "22.123456789f64":
sub_list.append("22.123456789")
else:
sub_list.append(str(i))
res_row_list.append(sub_list)
res_field_list_without_ts = col_info[0][1:]
res_type_list = col_info[1]
return res_row_list, res_field_list_without_ts, res_type_list
def sml_insert(self, input_sql, ts_type, precision, dbname=None):
if self.sml_type == "influxdb":
if precision == None:
self.tdSql._conn.schemaless_insert([input_sql], TDSmlProtocolType.LINE.value, ts_type)
else:
self.tdSql._conn.schemaless_insert([input_sql], TDSmlProtocolType.LINE.value, precision)
elif self.sml_type == "opentsdb_telnet":
if precision == None:
self.tdSql._conn.schemaless_insert([input_sql], TDSmlProtocolType.TELNET.value, ts_type)
else:
self.tdSql._conn.schemaless_insert([input_sql], TDSmlProtocolType.TELNET.value, precision)
elif self.sml_type == "opentsdb_json":
if precision == None:
self.tdSql._conn.schemaless_insert([json.dumps(input_sql)], TDSmlProtocolType.JSON.value, None)
elif self.sml_type == "influxdb_restful":
if precision == None:
self.tdRest.schemalessApiPost(sql=input_sql, precision=ts_type, dbname=dbname)
else:
self.tdRest.schemalessApiPost(sql=input_sql, precision=precision, dbname=dbname)
elif self.sml_type == "opentsdb_json_restful":
self.tdRest.schemalessApiPost(json.dumps(input_sql), url_type="json", precision=None, dbname=dbname)
elif self.sml_type == "opentsdb_telnet_restful":
self.tdRest.schemalessApiPost(input_sql, url_type="telnet", precision=None, dbname=dbname)
def check_res(self, input_sql, stb_name, query_sql="select * from", ts_type=None, condition="", ts=None, id=True, none_check_tag=None, precision=None, protocol=None, t_blank_tag=None, dbname=None):
if self.sml_type == "influxdb":
expect_list = self.influxdb_input_handle(input_sql, ts_type)
elif self.sml_type == "opentsdb_telnet" or self.sml_type == "telnet-tcp" or self.sml_type == "opentsdb_telnet_restful":
expect_list = self.opentsdb_telnet_input_handle(input_sql, ts_type)
elif self.sml_type == "opentsdb_json" or self.sml_type == "opentsdb_json_restful":
expect_list = self.opentsdb_json_input_handle(input_sql)
elif self.sml_type == "influxdb_restful":
expect_list = self.influxdb_restful_input_handle(input_sql, ts_type, t_blank_tag)
if self.sml_type == "telnet-tcp":
self.tcp_client(input_sql)
else:
self.sml_insert(input_sql, ts_type, precision, dbname=dbname)
if self.sml_type == "influxdb_restful" or self.sml_type == "opentsdb_json_restful" or self.sml_type == "opentsdb_telnet_restful":
query_sql = f"{query_sql} {dbname}.{stb_name} {condition}"
res_row_list, res_field_list_without_ts, res_type_list = self.restful_res_handle(query_sql, stb_name, dbname)
else:
query_sql = f"{query_sql} {stb_name} {condition}"
res_row_list, res_field_list_without_ts, res_type_list = self.res_handle(query_sql, stb_name)
if ts == 0:
res_ts = self.date_to_ts(res_row_list[0][0])
current_time = time.time()
if current_time - res_ts < 60:
self.tdSql.checkEqual(res_row_list[0][1:], expect_list[0][1:])
else:
self.tdSql.checkEqual(res_row_list[0], expect_list[0])
else:
if none_check_tag is not None:
none_index_list = [i for i,x in enumerate(res_row_list[0]) if x=="None"]
none_index_list.reverse()
for j in none_index_list:
res_row_list[0].pop(j)
expect_list[0].pop(j)
self.tdSql.checkEqual(sorted(res_row_list[0]), sorted(expect_list[0]))
self.tdSql.checkEqual(sorted(res_field_list_without_ts), sorted(expect_list[1]))
self.tdSql.checkEqual(res_type_list, expect_list[2])
def gen_sql_list(self, count=5, stb_name="", tb_name=""):
"""
stb --> supertable
tb --> table
ts --> timestamp, same default
col --> column, same default
tag --> tag, same default
d --> different
s --> same
a --> add
m --> minus
"""
d_stb_d_tb_list = list()
s_stb_s_tb_list = list()
s_stb_s_tb_a_col_a_tag_list = list()
s_stb_s_tb_m_col_m_tag_list = list()
s_stb_d_tb_list = list()
s_stb_d_tb_a_col_m_tag_list = list()
s_stb_d_tb_a_tag_m_col_list = list()
s_stb_s_tb_d_ts_list = list()
s_stb_s_tb_d_ts_a_col_m_tag_list = list()
s_stb_s_tb_d_ts_a_tag_m_col_list = list()
s_stb_d_tb_d_ts_list = list()
s_stb_d_tb_d_ts_a_col_m_tag_list = list()
s_stb_d_tb_d_ts_a_tag_m_col_list = list()
for i in range(count):
d_stb_d_tb_list.append(self.gen_full_type_sql(c0="t"))
s_stb_s_tb_list.append(self.gen_full_type_sql(stb_name=stb_name, tb_name=tb_name, c7=f'"{self.get_long_name()}"'))
s_stb_s_tb_a_col_a_tag_list.append(self.gen_full_type_sql(stb_name=stb_name, tb_name=tb_name, c7=f'"{self.get_long_name()}"', ct_add_tag=True))
s_stb_s_tb_m_col_m_tag_list.append(self.gen_full_type_sql(stb_name=stb_name, tb_name=tb_name, c7=f'"{self.get_long_name()}"', ct_min_tag=True))
s_stb_d_tb_list.append(self.gen_full_type_sql(stb_name=stb_name, t7=f'"{self.get_long_name()}"', c7=f'"{self.get_long_name()}"', id_noexist_tag=True))
s_stb_d_tb_a_col_m_tag_list.append(self.gen_full_type_sql(stb_name=stb_name, t7=f'"{self.get_long_name()}"', c7=f'"{self.get_long_name()}"', id_noexist_tag=True, ct_am_tag=True))
s_stb_d_tb_a_tag_m_col_list.append(self.gen_full_type_sql(stb_name=stb_name, t7=f'"{self.get_long_name()}"', c7=f'"{self.get_long_name()}"', id_noexist_tag=True, ct_ma_tag=True))
s_stb_s_tb_d_ts_list.append(self.gen_full_type_sql(stb_name=stb_name, tb_name=tb_name, t7=f'"{self.get_long_name()}"', c7=f'"{self.get_long_name()}"', ts=0))
s_stb_s_tb_d_ts_a_col_m_tag_list.append(self.gen_full_type_sql(stb_name=stb_name, tb_name=tb_name, c7=f'"{self.get_long_name()}"', ts=0, ct_am_tag=True))
s_stb_s_tb_d_ts_a_tag_m_col_list.append(self.gen_full_type_sql(stb_name=stb_name, tb_name=tb_name, t7=f'"{self.get_long_name()}"', c7=f'"{self.get_long_name()}"', ts=0, ct_ma_tag=True))
s_stb_d_tb_d_ts_list.append(self.gen_full_type_sql(stb_name=stb_name, t7=f'"{self.get_long_name()}"', c7=f'"{self.get_long_name()}"', id_noexist_tag=True, ts=0))
s_stb_d_tb_d_ts_a_col_m_tag_list.append(self.gen_full_type_sql(stb_name=stb_name, t7=f'"{self.get_long_name()}"', c7=f'"{self.get_long_name()}"', id_noexist_tag=True, ts=0, ct_am_tag=True))
s_stb_d_tb_d_ts_a_tag_m_col_list.append(self.gen_full_type_sql(stb_name=stb_name, t7=f'"{self.get_long_name()}"', c7=f'"{self.get_long_name()}"', id_noexist_tag=True, ts=0, ct_ma_tag=True))
return d_stb_d_tb_list, s_stb_s_tb_list, s_stb_s_tb_a_col_a_tag_list, s_stb_s_tb_m_col_m_tag_list, \
s_stb_d_tb_list, s_stb_d_tb_a_col_m_tag_list, s_stb_d_tb_a_tag_m_col_list, s_stb_s_tb_d_ts_list, \
s_stb_s_tb_d_ts_a_col_m_tag_list, s_stb_s_tb_d_ts_a_tag_m_col_list, s_stb_d_tb_d_ts_list, \
s_stb_d_tb_d_ts_a_col_m_tag_list, s_stb_d_tb_d_ts_a_tag_m_col_list
def gen_json_list(self, count=5, stb_name="", tb_name="", value_type="obj"):
"""
stb --> supertable
tb --> table
ts --> timestamp, same default
col --> column, same default
tag --> tag, same default
d --> different
s --> same
a --> add
m --> minus
"""
d_stb_d_tb_list = list()
s_stb_s_tb_list = list()
s_stb_s_tb_a_tag_list = list()
s_stb_s_tb_m_tag_list = list()
s_stb_d_tb_list = list()
s_stb_d_tb_m_tag_list = list()
s_stb_d_tb_a_tag_list = list()
s_stb_s_tb_d_ts_list = list()
s_stb_s_tb_d_ts_m_tag_list = list()
s_stb_s_tb_d_ts_a_tag_list = list()
s_stb_d_tb_d_ts_list = list()
s_stb_d_tb_d_ts_m_tag_list = list()
s_stb_d_tb_d_ts_a_tag_list = list()
for i in range(count):
d_stb_d_tb_list.append(self.gen_full_type_json(col_value=self.gen_ts_col_value(value=True, t_type="bool", value_type=value_type), tag_value=self.gen_tag_value(t0_value=True, value_type=value_type)))
s_stb_s_tb_list.append(self.gen_full_type_json(stb_name=stb_name, tb_name=tb_name, col_value=self.gen_ts_col_value(value=self.get_long_name(), t_type="binary", value_type=value_type), tag_value=self.gen_tag_value(value_type=value_type)))
s_stb_s_tb_a_tag_list.append(self.gen_full_type_json(stb_name=stb_name, tb_name=tb_name, col_value=self.gen_ts_col_value(value=self.get_long_name(), t_type="binary", value_type=value_type), tag_value=self.gen_tag_value(value_type=value_type), t_add_tag=True))
s_stb_s_tb_m_tag_list.append(self.gen_full_type_json(stb_name=stb_name, tb_name=tb_name, col_value=self.gen_ts_col_value(value=self.get_long_name(), t_type="binary", value_type=value_type), tag_value=self.gen_tag_value(value_type=value_type), t_mul_tag=True))
s_stb_d_tb_list.append(self.gen_full_type_json(stb_name=stb_name, col_value=self.gen_ts_col_value(value=self.get_long_name(), t_type="binary", value_type=value_type), tag_value=self.gen_tag_value(t7_value=self.get_long_name(), value_type=value_type), id_noexist_tag=True))
s_stb_d_tb_m_tag_list.append(self.gen_full_type_json(stb_name=stb_name, col_value=self.gen_ts_col_value(value=self.get_long_name(), t_type="binary", value_type=value_type), tag_value=self.gen_tag_value(t7_value=self.get_long_name(), value_type=value_type), id_noexist_tag=True, t_mul_tag=True))
s_stb_d_tb_a_tag_list.append(self.gen_full_type_json(stb_name=stb_name, col_value=self.gen_ts_col_value(value=self.get_long_name(), t_type="binary", value_type=value_type), tag_value=self.gen_tag_value(t7_value=self.get_long_name(), value_type=value_type), id_noexist_tag=True, t_add_tag=True))
s_stb_s_tb_d_ts_list.append(self.gen_full_type_json(stb_name=stb_name, tb_name=tb_name, col_value=self.gen_ts_col_value(value=self.get_long_name(), t_type="binary", value_type=value_type), tag_value=self.gen_tag_value(t7_value=self.get_long_name(), value_type=value_type), ts_value = self.gen_ts_col_value(1626006833639000000, "ns")))
s_stb_s_tb_d_ts_m_tag_list.append(self.gen_full_type_json(stb_name=stb_name, tb_name=tb_name, col_value=self.gen_ts_col_value(value=self.get_long_name(), t_type="binary", value_type=value_type), tag_value=self.gen_tag_value(t7_value=self.get_long_name(), value_type=value_type), ts_value = self.gen_ts_col_value(1626006833639000000, "ns"), t_mul_tag=True))
s_stb_s_tb_d_ts_a_tag_list.append(self.gen_full_type_json(stb_name=stb_name, tb_name=tb_name, col_value=self.gen_ts_col_value(value=self.get_long_name(), t_type="binary", value_type=value_type), tag_value=self.gen_tag_value(t7_value=self.get_long_name(), value_type=value_type), ts_value = self.gen_ts_col_value(1626006833639000000, "ns"), t_add_tag=True))
s_stb_d_tb_d_ts_list.append(self.gen_full_type_json(stb_name=stb_name, col_value=self.gen_ts_col_value(value=self.get_long_name(), t_type="binary", value_type=value_type), tag_value=self.gen_tag_value(t7_value=self.get_long_name(), value_type=value_type), id_noexist_tag=True, ts_value = self.gen_ts_col_value(1626006833639000000, "ns")))
s_stb_d_tb_d_ts_m_tag_list.append(self.gen_full_type_json(stb_name=stb_name, col_value=self.gen_ts_col_value(value=self.get_long_name(), t_type="binary", value_type=value_type), tag_value=self.gen_tag_value(t7_value=self.get_long_name(), value_type=value_type), id_noexist_tag=True, ts_value = self.gen_ts_col_value(0, "ns"), t_mul_tag=True))
s_stb_d_tb_d_ts_a_tag_list.append(self.gen_full_type_json(stb_name=stb_name, col_value=self.gen_ts_col_value(value=self.get_long_name(), t_type="binary", value_type=value_type), tag_value=self.gen_tag_value(t7_value=self.get_long_name(), value_type=value_type), id_noexist_tag=True, ts_value = self.gen_ts_col_value(0, "ns"), t_add_tag=True))
return d_stb_d_tb_list, s_stb_s_tb_list, s_stb_s_tb_a_tag_list, s_stb_s_tb_m_tag_list, \
s_stb_d_tb_list, s_stb_d_tb_m_tag_list, s_stb_d_tb_a_tag_list, s_stb_s_tb_d_ts_list, \
s_stb_s_tb_d_ts_m_tag_list, s_stb_s_tb_d_ts_a_tag_list, s_stb_d_tb_d_ts_list, \
s_stb_d_tb_d_ts_m_tag_list, s_stb_d_tb_d_ts_a_tag_list
def gen_multi_thread_sql(self, sql_list):
tlist = list()
if self.sml_type == "influxdb":
sml_type_value = TDSmlProtocolType.LINE.value
elif self.sml_type == "opentsdb_telnet":
sml_type_value = TDSmlProtocolType.TELNET.value
elif self.sml_type == "opentsdb_json":
sml_type_value = TDSmlProtocolType.JSON.value
for insert_sql in sql_list:
if self.sml_type == "opentsdb_json":
t = threading.Thread(target=self.tdSql._conn.schemaless_insert,args=([json.dumps(insert_sql[0])], sml_type_value, None))
else:
t = threading.Thread(target=self.tdSql._conn.schemaless_insert,args=([insert_sql[0]], sml_type_value, None))
tlist.append(t)
return tlist
def multi_thread_run(self, tlist):
for t in tlist:
t.start()
for t in tlist:
t.join()
def delete_end_zero(self,ts):
if self.sml_type is None:
while ts.endswith("0"):
ts = ts[:-1]
if ts.endswith("."):
ts = ts[:-1]
sp_ts = ts.split(".")
if len(sp_ts[1]) < 3:
ts = str(ts) + (3 - len(sp_ts[1])) * "0"
elif 3 < len(sp_ts[1]) < 6:
ts = str(ts) + (6 - len(sp_ts[1])) * "0"
elif 6 < len(sp_ts[1]) < 9:
ts = str(ts) + (9 - len(sp_ts[1])) * "0"
else:
pass
return ts
@classmethod
def download_pkg(self, version, remote, host):
# set package server host to default value
server = TDCom.package_server_host_default
if TDCom.package_server_host_variable in os.environ:
# get package server host
server = os.getenv(TDCom.package_server_host_variable)
# set package server username to default value
user = TDCom.package_server_username_default
if TDCom.package_server_host_variable in os.environ:
# get package server username
user = os.getenv(TDCom.package_server_username_variable)
# set package server password to default value
password = TDCom.package_server_password_default
if TDCom.package_server_password_variable in os.environ:
# get package server password
password = os.getenv(TDCom.package_server_password_variable)
# set package server root to default value
rootPath = TDCom.package_server_root_default
if TDCom.package_server_root_variable in os.environ:
# get package server root
rootPath = os.getenv(TDCom.package_server_root_variable)
# get package from server
filePath = f"{rootPath}/v{version}/enterprise"
fileName = f"TDengine-enterprise-server-{version}-Linux-x64.tar.gz"
remote.get(server, f"{filePath}/{fileName}", "/tmp/", password)
# push package to host
filePath = time.strftime("%Y-%m-%d-%H-%M-%S", time.localtime())
filePath = f"taostest-install-{filePath}"
pkgDir = f"TDengine-enterprise-server-{version}"
remote.put(host, f"/tmp/{fileName}", f"/tmp/{filePath}")
# extract package && install
cmds = [f"cd /tmp/{filePath}", f"tar xzf {fileName}", f"cd {pkgDir}", f"./install.sh -e no"]
result = remote.cmd(host, cmds)
# remove local file
result = remote.cmd(host, [f"rm -rf /tmp/{filePath}"])
@classmethod
def install_with_pkg(self, remote, host, package):
# push package to host
filePath = time.strftime("%Y-%m-%d-%H-%M-%S", time.localtime())
filePath = f"taostest-install-{filePath}"
remote.put(host, package, f"/tmp/{filePath}")
# extract package && install
fileName = os.path.basename(package)
cmds = [f"cd /tmp/{filePath}", f"tar xzf {fileName}", f"rm -f {fileName}", f"ls | tail -n1"]
pkgDir = remote.cmd(host, cmds)
if not pkgDir is None:
pkgDir = pkgDir.strip()
cmds = [f"cd /tmp/{filePath}/{pkgDir}", f"./install.sh -e no"]
result = remote.cmd(host, cmds)
# remove local file
result = remote.cmd(host, [f"rm -rf /tmp/{filePath}"])
def drop_remote_ports(self, remote, host, port_list, rule="OUTPUT", policy="tcp"):
for port in port_list:
remote.cmd(host, [f'iptables -I {rule} -p {policy} --dport {port} -j DROP'])
def accept_remote_ports(self, remote, host, port_list, rule="OUTPUT", policy="tcp"):
for port in port_list:
remote.cmd(host, [f'iptables -I {rule} -p {policy} --dport {port} -j ACCEPT'])
def clean_remote_iptables(self, remote, host):
remote.cmd(host, [f'iptables -F'])
def schemacfg(self, insert_type):
int_type_list = ["tinyint", "smallint", "int", "bigint", "tinyint unsigned", "smallint unsigned", "int unsigned", "bigint unsigned", "float", "double"]
# if insert_type in int_type_list:
def setDBinfo(self,
name: str = "db_test",
drop: str = "yes",
**kwargs
):
res = {
"name": name,
"drop": drop,
}
if len(kwargs) > 0:
for param, value in kwargs.items():
res[param] = value
return res
def setStreamDBinfo(self,
name: str = "stream_db",
drop: str = "yes",
**kwargs
):
res = {
"name": name,
"drop": drop,
}
if len(kwargs) > 0:
for param, value in kwargs.items():
res[param] = value
return {"dbinfo": res}
def setStbinfo(self,
columns : list = [] ,
tags : list = [] ,
name : str = "stb" ,
child_table_exists : str = "no" ,
childtable_count : int = 1 ,
childtable_prefix : str = "ctb" ,
auto_create_table : str = "no",
escape_character : str = "no",
batch_create_tbl_num: int = 10 ,
data_source : str = "rand" ,
insert_mode : str = "taosc" ,
rollup : str = None ,
interlace_rows : str = 0 ,
line_protocol : str = None,
tcp_transfer : str = "no",
insert_rows : int = 10 ,
partial_col_num : int = 0,
rows_per_tbl : int = 0 ,
max_sql_len : int = 1024000 ,
disorder_ratio : int = 0 ,
disorder_range : int = 1000 ,
timestamp_step : int = 10 ,
keep_trying : int = 0 ,
trying_interval : int = 0 ,
start_timestamp : str = f"{datetime.now():%F %X}" ,
sample_format : str = "csv" ,
sample_file : str = "./sample.csv" ,
tags_file : str = "",
**kwargs
):
stb = {
"name": name,
"child_table_exists": child_table_exists,
"childtable_count": childtable_count,
"childtable_prefix": childtable_prefix,
"escape_character": escape_character,
"auto_create_table": auto_create_table,
"batch_create_tbl_num": batch_create_tbl_num,
"data_source": data_source,
"insert_mode": insert_mode,
"rollup": rollup,
"interlace_rows": interlace_rows,
"line_protocol":line_protocol,
"tcp_transfer":tcp_transfer,
"insert_rows": insert_rows,
"partial_col_num": partial_col_num,
"rows_per_tbl": rows_per_tbl,
"max_sql_len": max_sql_len,
"disorder_ratio": disorder_ratio,
"disorder_range": disorder_range,
"keep_trying": keep_trying,
"timestamp_step": timestamp_step,
"trying_interval": trying_interval,
"start_timestamp": start_timestamp,
"sample_format": sample_format,
"sample_file": sample_file,
"tags_file": tags_file,
"columns": columns,
"tags": tags,
}
if len(kwargs) > 0:
for param, value in kwargs.items():
stb[param] = value
return stb
def setStreams(self,
stream_name : str = None ,
stream_stb : str = None ,
trigger_mode : str = None ,
watermark : str = None ,
source_sql : str = None,
drop: str = None
):
stream_dict = {
"stream_name": stream_name,
"stream_stb": stream_stb,
"trigger_mode": trigger_mode,
"watermark": watermark,
"source_sql": source_sql,
"drop": drop
}
return stream_dict
def setDatabases(self,
dbinfo: dict = {},
super_tables: list = []
):
dbinfo = dbinfo if dbinfo else self.setDBinfo()
super_tables = super_tables if super_tables else [self.setStbinfo()]
database_dict = {
"dbinfo": dbinfo,
"super_tables": super_tables
}
return database_dict
def setJsoninfo(self,
cfgdir : str = "/etc/taos",
host : str = "127.0.0.1",
port : int = 6030,
rest_port : int = 6041,
user : str = "root",
password : str = "taosdata",
thread_count : int = cpu_count(),
create_table_thread_count : int = cpu_count(),
result_file : str = f'/tmp/taosBenchmark_{datetime.now():%F_%X}.log',
confirm_parameter_prompt : str = "no",
insert_interval : int = 0,
num_of_records_per_req : int = 100,
prepare_rand : int = 10000,
max_sql_len : int = 1024000,
databases : list = [],
stream_db : dict = None,
streams : list = None,
chinese : str = "no",
test_log : str = "/root/testlog/"
):
"""
description:
This function provides a way to create insert json file that does not involve database
param :
{ **kargs : cau use instance.setJsoninfo(attribute=value)}
return
a dict that be used to generate json-file
"""
self.cfgdir = cfgdir
self.host = host
self.user = user
self.port = port
self.rest_port = rest_port
self.password = password
self.thread = thread_count
self.create_table_thread_count = create_table_thread_count
self.result_file = result_file
self.confirm_parameter_prompt = confirm_parameter_prompt
self.insert_interval = insert_interval
self.num_of_records_per_req = num_of_records_per_req
self.max_sql_len = max_sql_len
databases = databases if databases else [self.setDatabases()]
if stream_db:
databases.append(stream_db)
json_info = {
"filetype": self._type ,
"cfgdir": self.cfgdir ,
"host": self.host ,
"port": self.port ,
"rest_port": self.rest_port ,
"user": self.user ,
"password": self.password ,
"thread_count": self.thread ,
"create_table_thread_count": self.create_table_thread_count ,
"result_file": self.result_file,
"confirm_parameter_prompt": self.confirm_parameter_prompt,
"insert_interval": self.insert_interval,
"num_of_records_per_req": self.num_of_records_per_req,
"max_sql_len": self.max_sql_len,
"databases": databases ,
"insert_interval": insert_interval,
"prepare_rand": prepare_rand,
"chinese": chinese,
"test_log": test_log
}
json_info["streams"] = [streams] if streams else False
return json_info
def set_specified_table_query(self,
query_interval : int = 1,
concurrent : int = 1,
sqls : list = [],
):
specified_table_query_dict = {
"query_interval": query_interval,
"concurrent": concurrent,
"sqls": sqls
}
return specified_table_query_dict
def set_super_table_query(self,
stblname : str = "meters",
query_interval : int = 1,
threads : int = cpu_count(),
sqls : list = [],
):
super_table_query_dict = {
"stblname": stblname,
"query_interval": query_interval,
"threads": threads,
"sqls": sqls
}
return super_table_query_dict
def setQueryJsoninfo(self,
filetype : str = "query",
cfgdir : str = "/etc/taos",
host : str = "127.0.0.1",
port : int = 6030,
user : str = "root",
password : str = "taosdata",
confirm_parameter_prompt : str = "no",
database : str = "test",
query_times : int = 2,
query_mode : str = "taosc",
specified_table_query : dict = dict(),
super_table_query : dict = None,
test_log : str = "/root/testlog/"
):
"""
description:
This function provides a way to create query json file
"""
self.filetype = filetype
self.cfgdir = cfgdir
self.host = host
self.user = user
self.port = port
self.password = password
self.confirm_parameter_prompt = confirm_parameter_prompt
self.database = database
self.query_times = query_times
self.query_mode = query_mode
specified_table_query = specified_table_query if specified_table_query else [self.set_specified_table_query()]
json_info = {
"filetype": self.filetype ,
"cfgdir": self.cfgdir ,
"host": self.host ,
"port": self.port ,
"user": self.user ,
"password": self.password ,
"confirm_parameter_prompt": self.confirm_parameter_prompt,
"databases": self.database,
"query_times": self.query_times,
"query_mode": self.query_mode,
"specified_table_query": specified_table_query,
"test_log": test_log
}
if super_table_query:
json_info["super_table_query"] = super_table_query
return json_info
def genBenchmarkJson(self, result_dir:str=None, json_name: str=None, base_config=None, **kwargs):
result_dir = result_dir if result_dir else self.result_dir
json_name = json_name if json_name else self.json_file
base_config = base_config if base_config else self.setJsoninfo()
return gen_benchmark_json(result_dir, json_name, base_config, **kwargs)
def put_file(self, remote, iplist: list, json_data: list, file_name: list, run_log_dir: str):
"""
description: This method is used to put zhe file to target machine.
param remote: remote function
param iplist: the list of fqdn from env.yaml
param json_data: the data from jsonfile
param file_name: json file list
param run_log_dir: global run_log_dir
"""
# create test_log and put task json files on target machine
for i in range(len(iplist)):
remote.cmd(iplist[i], [f'mkdir {json_data[i]["test_log"]}'])
remote.put(iplist[i], run_log_dir + "/" + str(file_name[i]), json_data[i]["test_log"])
def threads_run_taosBenchmark(self, remote, iplist, json_data, file_name: list, env_setting, run_log_dir: str, sleep_time=1):
"""
description: This method is used to start several threads to run taosBenchmark ,and then
get the result file to local machine
param remote: remote function
param iplist: the list of fqdn from env.yaml
param json_data: the data from jsonfile
param file_name: json file list
param env_setting: global env_setting
param run_log_dir: global run_log_dir
return: result_files,use
"""
t = []
for i in range(len(iplist)):
t.append(threading.Thread(target=remote.cmd,
args=(
iplist[i],
[
f'taosBenchmark -c {env_setting[0]["spec"]["config_dir"]} -f {json_data[i]["test_log"]}{file_name[i]} 2>&1 | tee /tmp/{i}.log '])))
t[i].start()
time.sleep(sleep_time)
for i in t:
i.join()
result_files = []
for i in range(len(t)):
# rename result file
filename = run_log_dir + '/' + str(i) + "-" + iplist[i]
result_files.append(filename)
# get result_files and remove test_log
remote.get(iplist[i], f"/tmp/{i}.log", filename)
# remote.cmd(iplist[i], [f'rm -rf {json_data[i]["test_log"]}'])
return result_files
def thread_pool(self, input_list, func, thread_count):
pool = threadpool.ThreadPool(thread_count)
requests = threadpool.makeRequests(func, input_list)
[pool.putRequest(req) for req in requests]
pool.wait()
def multi_thread_query(self, tbname, query_sql_list, concurrent):
if not query_sql_list:
query_sql_list = [f'select last_row(*) from {tbname}',
f'select count(*) from {tbname}',
f'select count(*) from {tbname} where c1 = 1',
f'select avg(c1), max(c2), min(c1) from {tbname}',
f'select avg(c1), max(c2), min(c1) from {tbname} where c1 = 1',
f'select avg(c1), max(c2), min(c1) from {tbname} interval(10s)',
f'select avg(c1), max(c2), min(c1) from {tbname} group by tbname limit 10000',
f'select last(*) from {tbname} group by tbname limit 10000',
f'select last_row(*) from {tbname} group by tbname limit 10000']
self.thread_pool(query_sql_list, self.tdSql.query, concurrent)
def add_back_ground_scheduler(self, func, trigger, seconds, max_instances, args):
scheduler = BackgroundScheduler()
scheduler.add_job(func, trigger, seconds=seconds, max_instances=max_instances, args=args)
scheduler.start()
def load_json(self, json_file):
with open(json_file, "r") as f:
return json.load(f)
def dump_json(self, out_file, json_info):
with open(out_file, mode="w", encoding="utf8") as f:
json.dump(json_info, f, ensure_ascii=False, indent=2)