first commit

.gitignore

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+
+/node_modules
+__pycache__/
+*.pyc
+.history/

README.md

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+aaa
+bbb
+vvv

package-lock.json

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+        "web3-providers-ws": "^4.0.3",
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+      },
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+      "dependencies": {
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+        "web3-errors": "^1.0.2",
+        "web3-eth": "^4.0.3",
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+      "dependencies": {
+        "web3-errors": "^1.0.2",
+        "web3-types": "^1.0.2",
+        "web3-utils": "^4.0.3",
+        "web3-validator": "^1.0.2"
+      },
+      "engines": {
+        "node": ">=14",
+        "npm": ">=6.12.0"
+      }
+    },
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+      "version": "4.0.3",
+      "resolved": "https://registry.npmmirror.com/web3-eth-personal/-/web3-eth-personal-4.0.3.tgz",
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+      "dependencies": {
+        "web3-core": "^4.0.3",
+        "web3-eth": "^4.0.3",
+        "web3-rpc-methods": "^1.0.2",
+        "web3-types": "^1.0.2",
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+        "web3-validator": "^1.0.2"
+      },
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+        "node": ">=14",
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+        "web3-types": "^1.0.2",
+        "web3-validator": "^1.0.2"
+      },
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+        "npm": ">=6.12.0"
+      }
+    },
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+        "npm": ">=6.12.0"
+      }
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+      "dependencies": {
+        "ethereum-cryptography": "^2.0.0",
+        "web3-errors": "^1.0.2",
+        "web3-types": "^1.0.2",
+        "web3-validator": "^1.0.2"
+      },
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+        "node": ">=14",
+        "npm": ">=6.12.0"
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+      "resolved": "https://registry.npmmirror.com/webidl-conversions/-/webidl-conversions-3.0.1.tgz",
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+    },
+    "node_modules/whatwg-url": {
+      "version": "5.0.0",
+      "resolved": "https://registry.npmmirror.com/whatwg-url/-/whatwg-url-5.0.0.tgz",
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+        "tr46": "~0.0.3",
+        "webidl-conversions": "^3.0.0"
+      }
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+    "node_modules/which-typed-array": {
+      "version": "1.1.11",
+      "resolved": "https://registry.npmmirror.com/which-typed-array/-/which-typed-array-1.1.11.tgz",
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+        "call-bind": "^1.0.2",
+        "for-each": "^0.3.3",
+        "gopd": "^1.0.1",
+        "has-tostringtag": "^1.0.0"
+      },
+      "engines": {
+        "node": ">= 0.4"
+      }
+    },
+    "node_modules/ws": {
+      "version": "8.13.0",
+      "resolved": "https://registry.npmmirror.com/ws/-/ws-8.13.0.tgz",
+      "integrity": "sha512-x9vcZYTrFPC7aSIbj7sRCYo7L/Xb8Iy+pW0ng0wt2vCJv7M9HOMy0UoN3rr+IFC7hb7vXoqS+P9ktyLLLhO+LA==",
+      "engines": {
+        "node": ">=10.0.0"
+      },
+      "peerDependencies": {
+        "bufferutil": "^4.0.1",
+        "utf-8-validate": ">=5.0.2"
+      },
+      "peerDependenciesMeta": {
+        "bufferutil": {
+          "optional": true
+        },
+        "utf-8-validate": {
+          "optional": true
+        }
+      }
+    },
+    "node_modules/xtend": {
+      "version": "4.0.2",
+      "resolved": "https://registry.npmmirror.com/xtend/-/xtend-4.0.2.tgz",
+      "integrity": "sha512-LKYU1iAXJXUgAXn9URjiu+MWhyUXHsvfp7mcuYm9dSUKK0/CjtrUwFAxD82/mCWbtLsGjFIad0wIsod4zrTAEQ==",
+      "engines": {
+        "node": ">=0.4"
+      }
+    }
+  }
+}

package.json

@@ -0,0 +1,24 @@
+{
+  "name": "web4",
+  "version": "1.0.0",
+  "description": "",
+  "main": "getnewcontract.js",
+  "scripts": {
+    "test": "echo \"Error: no test specified\" && exit 1"
+  },
+  "keywords": [],
+  "author": "",
+  "license": "ISC",
+  "dependencies": {
+    "axios": "^1.4.0",
+    "bignumber.js": "^9.1.1",
+    "deepcopy": "^2.1.0",
+    "ethers": "^5.4.6",
+    "fs-extra": "^11.1.1",
+    "logs-decoder": "^3.1.4",
+    "node-cron": "^3.0.2",
+    "strip-comments": "^2.0.1",
+    "sync-request": "^6.1.0",
+    "web3": "^4.0.3"
+  }
+}

requirements.txt

@@ -0,0 +1,8 @@
+aiohttp==3.8.4
+grequests==0.6.0
+hexbytes==0.3.0
+numpy==1.24.2
+openpyxl==3.1.2
+pandas==2.0.0
+pandasql==0.7.3
+requests==2.31.0

src/code/002_gettokenAddress_BymintLpAddress.py

@@ -0,0 +1,238 @@
+
+
+# #import traceback
+# import aiohttp
+# import os
+# import pandas as pd
+# #import web3
+# from web3.middleware import async_geth_poa_middleware
+# from web3 import AsyncWeb3, AsyncHTTPProvider, Web3
+# import asyncio
+from base_class import BaseVariableFunction
+from base_class import *
+# #import pathlib
+# #import json
+# #import time
+
+old_print = print
+
+
+def timestamped_print(*args, **kwargs):
+    old_print(datetime.datetime.utcnow().replace(
+        microsecond=0), *args, **kwargs)
+
+
+print = timestamped_print
+
+baseclass = BaseVariableFunction(__file__)
+base_library = baseclass.open_base_library()
+biaoshi = base_library["biaoshi"]
+baseclass.getbiaoshipath(biaoshi=biaoshi)
+
+
+print('\n'*5)
+
+print(f"{'{:<6}'.format('ENTER')} {baseclass.scriptfilename} ----------------NOTE-----------NOTE---------------")
+
+token01_abi = [{"constant": True, "inputs": [], "name": "token0", "outputs": [{"internalType": "address", "name": "", "type": "address"}], "payable": False, "stateMutability": "view", "type": "function"}, {
+    "constant": True, "inputs": [], "name": "token1", "outputs": [{"internalType": "address", "name": "", "type": "address"}], "payable": False, "stateMutability": "view", "type": "function"}]
+
+
+httpProvider_arr = baseclass.httpProvider_arr
+httpProvider_idx = 0
+
+
+print('httpProvider=', httpProvider_arr[0])
+async_w3 = None
+async_w3 = AsyncWeb3(AsyncWeb3.AsyncHTTPProvider(httpProvider_arr[0]))
+# w3.middleware_onion.inject(async_geth_poa_middleware,  "poa",layer=0)
+async_w3.middleware_onion.inject(
+    async_geth_poa_middleware, "poa", layer=0)
+
+
+async def savemintLpAddress():
+    global mintlpaddress_info_obj
+    with (baseclass.librarydata_path/"mintLpAddress.json").open(mode='w', encoding='utf-8') as f:
+        json.dump(mintlpaddress_info_obj, f)
+    print('savemintLpAddress_obj_() success')
+
+
+async def getmintLPtoken01(token_lp_address):
+    # print(`gettoken01_() lp_address=${lp_address}`)
+    # 验证是否是lp_address 如果是 获取token0 和token1
+    global async_w3
+    global mintlpaddress_info_obj
+    token0 = None
+    token1 = None
+    try:
+        checksum_token_lp_address = Web3.to_checksum_address(token_lp_address)
+        LP_Contract = async_w3.eth.contract(
+            address=checksum_token_lp_address, abi=token01_abi)
+        token0, token1 = await asyncio.gather(*[LP_Contract.functions.token0().call(), LP_Contract.functions.token1().call()])
+        token0 = token0.lower()
+        token1 = token1.lower()
+        mintlpaddress_info_obj[token_lp_address]['islp'] = True
+        mintlpaddress_info_obj[token_lp_address]['token0'] = token0
+        mintlpaddress_info_obj[token_lp_address]['token1'] = token1
+        return token_lp_address
+
+    except aiohttp.ClientResponseError as exc:
+        if exc.message == 'Forbidden':
+            raise Exception("Forbidden")
+        elif 'Too Many Requests' in exc.message :
+            raise Exception("LimitExceeded")
+
+        else:
+            print(
+                f"ClientResponseError token_lp_address= {token_lp_address} {str(exc)} \n", end='')
+            print("exc=",exc)
+            raise
+    except ValueError as exc:
+        if "limit exceeded" in exc.args[0].get("message"):
+            raise Exception("LimitExceeded")
+        else:
+            print(
+                f"ValueError token_lp_address= {token_lp_address} errmsg={str(exc)} \n", end='')
+            raise
+    except asyncio.TimeoutError as exc:
+        raise Exception("AsyncioTimeout")
+    except web3.exceptions.ContractCustomError as exc:
+        print(
+            f"ContractCustomError token_lp_address= {token_lp_address} errmsg={str(exc)} \n", end='')
+        print(traceback.format_exc())
+        return token_lp_address
+    
+    except Exception as e:
+        print(f"token_lp_address= {token_lp_address} errmsgg={str(e)}")
+
+        if ("execution reverted" in str(e)
+                or "Error happened while trying to execute a function inside a smart contract" in str(e)
+                or "Parameter decoding error: Returned values aren't valid, did it run Out of Gas? You might also see this error if you are not using the correct ABI for the contract you are retrieving data from, requesting data from a block number that does not exist, or querying a node which is not fully synced." in str(e)
+                or "Could not decode contract function call to token0 with return data:" in str(e)
+                or "Could not decode contract function call to token1 with return data:" in str(e)
+                ):
+            mintlpaddress_info_obj[token_lp_address]['islp'] = False
+            mintlpaddress_info_obj[token_lp_address]['token0'] = False
+            mintlpaddress_info_obj[token_lp_address]['token1'] = False
+            return token_lp_address
+        else:
+            print('token_lp_address=' + token_lp_address)
+            print("except Exception as e:=",e)
+            print(traceback.format_exc())
+            raise
+
+
+async def main():
+    print("enter main")
+    global async_w3
+    global httpProvider_idx
+    global batchSize, forbidden_sleeptime
+
+    # 获取所有没有获取token0 token1的lp 获取lp的token0 token1
+
+    mintlpaddress_info_values_list = list(mintlpaddress_info_obj.values())
+    mintlpaddress_set = set()
+    # mintlpaddress_info_values_list=mintlpaddress_info_values_list[3000:5000]
+    for mintaddress_info_obj in mintlpaddress_info_values_list:
+        lpaddress = mintaddress_info_obj['lpaddress']
+        if mintaddress_info_obj.get('islp') is None:
+            mintlpaddress_set.add(lpaddress)
+        elif  mintaddress_info_obj.get('islp') == False :
+            del mintlpaddress_info_obj[lpaddress]
+    mintlpaddress_list = list(mintlpaddress_set)
+    while len(mintlpaddress_list) > 0:
+        time.sleep(0.1)
+        print("token_lp_address_list remainder", len(mintlpaddress_list))
+        cur_success_list = []
+        cur_batch_list = mintlpaddress_list[0: batchSize]
+        tasks = [asyncio.create_task(getmintLPtoken01(
+            token_lp_address)) for token_lp_address in cur_batch_list]
+        done, pending = await asyncio.wait(tasks, timeout=20, return_when="ALL_COMPLETED")
+        await savemintLpAddress()
+        exc_set = set()
+        for done_task in done:
+            exc = done_task.exception()
+            if not exc:
+                cur_done_token_lp_address = done_task.result()
+                cur_success_list.append(cur_done_token_lp_address)
+            elif str(exc) == "Forbidden":
+                exc_set.add(str(exc))
+                continue
+            elif str(exc) == "LimitExceeded":
+                exc_set.add(str(exc))
+                continue
+            elif str(exc) == "AsyncioTimeout":
+                exc_set.add(str(exc))
+                continue
+            else:
+                print(f"done error= {exc}", type(exc),exc)
+                raise
+        mintlpaddress_list = list(
+            set(mintlpaddress_list)-set(cur_success_list))
+        pending_len = len(pending)
+        cur_success_len = len(cur_success_list)
+        cur_success_len_per = cur_success_len / len(cur_batch_list)
+        if pending_len > 0:
+            for pending_task in pending:
+                pending_task.cancel()
+        # 如果有超时超过30% 需要重新连接w3 并长时间等待
+        if pending_len/len(cur_batch_list) > 0.3:
+            print(
+                f"pending_len_per={pending_len/len(cur_batch_list)} exc_set={exc_set} httpProvider_idx={httpProvider_idx}")
+            httpProvider_idx = (httpProvider_idx +
+                                1) % len( httpProvider_arr)
+            print(
+                f" httpProvider={httpProvider_arr[httpProvider_idx]}")
+            async_w3 = AsyncWeb3(AsyncWeb3.AsyncHTTPProvider(
+                httpProvider_arr[httpProvider_idx]))
+            async_w3.middleware_onion.inject(
+                async_geth_poa_middleware, "poa", layer=0)
+            await asyncio.sleep(10)
+        # 如果成功率较低  重新连接w3 并普通时间等待
+        elif (cur_success_len_per == 0):
+            print(
+                f"cur_success_len_per={cur_success_len_per} exc_set={exc_set} httpProvider_idx={httpProvider_idx}")
+            httpProvider_idx = (httpProvider_idx +
+                                1) % len(httpProvider_arr )
+            print(
+                f" httpProvider={httpProvider_arr[httpProvider_idx]}")
+            if batchSize >= 10:
+                batchSize = int(batchSize/2)
+            if forbidden_sleeptime <= 12:
+                forbidden_sleeptime = int(forbidden_sleeptime+5)
+            await asyncio.sleep(forbidden_sleeptime)
+            async_w3 = AsyncWeb3(AsyncWeb3.AsyncHTTPProvider(
+                httpProvider_arr[0]))
+            async_w3.middleware_onion.inject(
+                async_geth_poa_middleware, "poa", layer=0)
+            await asyncio.sleep(5)
+        elif (cur_success_len_per < 0.7):
+            print(
+                f"cur_success_len_per={cur_success_len_per} exc_set={exc_set} httpProvider_idx={httpProvider_idx}")
+            httpProvider_idx = (httpProvider_idx +
+                                1) % len(httpProvider_arr )
+            print(
+                f" httpProvider={httpProvider_arr[httpProvider_idx]}")
+            async_w3 = AsyncWeb3(AsyncWeb3.AsyncHTTPProvider(
+                httpProvider_arr[httpProvider_idx]))
+            async_w3.middleware_onion.inject(
+                async_geth_poa_middleware, "poa", layer=0)
+            if batchSize >= 10:
+                batchSize = int(batchSize/2)
+            await asyncio.sleep(8)
+        elif (cur_success_len_per == 1):
+            batchSize = batchSize_init
+            forbidden_sleeptime = forbidden_sleeptime_init
+
+    await savemintLpAddress()
+    return
+mintlpaddress_info_obj = {}
+batchSize_init = 30
+forbidden_sleeptime_init = 12
+forbidden_sleeptime = forbidden_sleeptime_init
+batchSize = batchSize_init
+with (baseclass.librarydata_path/"mintLpAddress.json").open(mode='r', encoding='utf8') as f:
+    mintlpaddress_info_obj = json.load(f)
+
+asyncio.run(main())
+print(f"{'{:<6}'.format('END')} {baseclass.scriptfilename} ----------------NOTE-----------NOTE---------------")

src/code/003_savelp2token_lp_maydontuse.py

@@ -0,0 +1,53 @@
+
+
+# import pathlib
+# import numpy as np
+# import sys
+from base_class import BaseVariableFunction
+from base_class import *
+# import math
+# import json
+# import pandas as pd
+old_print = print
+
+
+def timestamped_print(*args, **kwargs):
+    old_print(datetime.datetime.utcnow().replace(
+        microsecond=0), *args, **kwargs)
+
+
+print = timestamped_print
+
+
+
+baseclass = BaseVariableFunction(__file__)
+base_library = baseclass.open_base_library()
+
+baseclass.makedirpath(baseclass.token_lp_info_path)
+ 
+print('\n'*5)
+print(f"{'{:<6}'.format('ENTER')} {baseclass.scriptfilename} ----------------NOTE-----------NOTE---------------")
+
+
+mintLpAddress_file = baseclass.librarydata_path/f"mintLpAddress.json"
+
+
+mintLpAddress_dict = None
+with mintLpAddress_file.open(mode='r', encoding="utf-8") as f:
+    mintLpAddress_dict = json.load(f)
+for lp_address, lp_info in mintLpAddress_dict.items():
+    if lp_info['islp'] != True:
+        continue
+
+    if not (baseclass.token_lp_info_path/f"{lp_address}.json").exists():
+        print(f"to_json lp_address={lp_address}")
+        token_lp_info = {}
+        token_lp_info[lp_address] = {
+            "token0": lp_info['token0'],
+            "token1": lp_info['token1']
+        }
+        with (baseclass.token_lp_info_path/f"{lp_address}.json").open(mode='w', encoding="utf-8") as f:
+            json.dump(token_lp_info, f)
+
+
+print(f"{'{:<6}'.format('END')} {baseclass.scriptfilename} ----------------NOTE-----------NOTE---------------")

src/code/004_mintLpAddress2csv.py

@@ -0,0 +1,44 @@
+
+# import copy
+# import datetime
+import shutil
+# import numpy as np
+# import sys
+from base_class import BaseVariableFunction
+from base_class import *
+# import math
+# import json
+# import os
+# import time
+# import pandas as pd
+old_print = print
+
+
+def timestamped_print(*args, **kwargs):
+    old_print(datetime.datetime.utcnow().replace(
+        microsecond=0), *args, **kwargs)
+
+
+print = timestamped_print
+
+baseclass = BaseVariableFunction(__file__)
+base_library = baseclass.open_base_library()
+
+# 获取一个contract 的createtxhash by bscscan api
+print('\n'*5)
+print(f"{'{:<6}'.format('ENTER')} {baseclass.scriptfilename} ----------------NOTE-----------NOTE---------------")
+
+
+def main():
+    mintLpAddress_json_file = baseclass.librarydata_path/"mintLpAddress.json"
+    mintLpAddress_csv_file = baseclass.librarydata_path/"mintLpAddress.csv"
+
+    df = pd.read_json(mintLpAddress_json_file,
+                      orient='index').reset_index(names='LPAddress')
+
+    df.to_csv(mintLpAddress_csv_file, index=False)
+
+
+main()
+
+print(f"{'{:<6}'.format('END')} {baseclass.scriptfilename} ----------------NOTE-----------NOTE---------------")

src/code/009_gettokentx.py

@@ -0,0 +1,400 @@
+# bef 获取一段时间(区块)的所有安全token 保存到  f"{librarydata_path}{biaoshi}tokens.csv" 和.xlsx
+# now 通过bacscan 获取一个token的在一定时间的tokentx 保存到   contracttokentx_path
+#import pathlib
+import requests
+import threading
+#import json
+import shutil
+#import datetime
+#import os
+#import time
+#import pandas as pd
+#import numpy as np
+#import copy
+import urllib.parse
+from base_class import BaseVariableFunction
+from base_class import *
+old_print = print
+
+
+def timestamped_print(*args, **kwargs):
+    old_print(datetime.datetime.utcnow().replace(
+        microsecond=0), *args, **kwargs)
+
+
+print = timestamped_print
+baseclass = BaseVariableFunction(__file__)
+base_library = baseclass.open_base_library()
+# biaoshi = base_library["biaoshi"]
+# 记录一个token获取的contracttokentx
+baseclass.makedirpath(baseclass.contracttokentx_path)
+# errorcontracttokentx一般指tokentx的hash过多
+# baseclass.makedirpath(baseclass.errorcontracttokentx_path)
+ 
+
+print('\n'*5)
+print(f"{'{:<6}'.format('ENTER')} {baseclass.scriptfilename} ----------------NOTE-----------NOTE---------------")
+
+# { "status": "0", "message": "No transactions found", "result": [] }
+# { "status": "0", "message": "NOTOK", "result": "Max rate limit reached, please use API Key for higher rate limit" }
+# {'status': '0', 'message': 'NOTOK', 'result': 'Error! Invalid contract address format'}
+ 
+
+apikeys = [
+
+"1343VMST2JRK8P39A88KU8E97VGY36WFDI",
+"TCH422YS6KIUFFJM34IQ4JX9V5K1Q1R4GX",
+"GD7FYJH4YJ13WNIEQUCYEGQEIE31A5XVXY",
+"WJG7C1BEVRIX8KTJ57JNB1FPKKP27D3H1Q",
+"IAI2DEISA4W81WDD54HGSK3X9TAC8NTUSB",
+"GIP2AB3M4B91MT396AIX2WGRSG2REGIE8A"
+]
+
+ 
+ 
+ 
+def request_onetime(req_dict_total, key_idx, write_tokens_path, 
+                    # writerrorpath, writeerrorname, errorfile,
+                      loop):
+     
+    requests_dict = req_dict_total.get(key_idx)
+    if requests_dict is None:
+        return
+    elif requests_dict['isrequseting'] == True:
+        print(f"key_idx {key_idx} is isrequseting\n", end='')
+        return
+    requests_dict['isrequseting'] = True
+    action = requests_dict['action']
+    actiontype = requests_dict['actiontype']
+    cur_conadd = baseclass.get_cur_conadd(
+        requests_dict=requests_dict, action=action, actiontype=actiontype)
+    print(f"enter key_idx={key_idx} cur_conadd={cur_conadd}\n", end='')
+    # 如果此次請求結果為最大offset，請求結果不全，如果沒到最大請求次數，繼續請求，
+    # 否則保存錯誤 但不删除这个token的csv
+    if requests_dict["offsettimes"] >= requests_dict["offsettimes_max"]:
+        requests_dict["need_remove"] = True
+        if req_dict_total.get(key_idx) is not None:
+            print(f"remove {action} {cur_conadd} {key_idx}\n", end='')
+            del req_dict_total[key_idx]
+        print(
+            f"{cur_conadd} length to max\n",end='')
+        return
+
+    req_response = None
+    try:
+        req_response = requests.get(
+            baseclass.baseurl, requests_dict['req_params'], timeout=requests_dict['timeout'])
+    except Exception as e:
+        print(f"{cur_conadd} errmsg={ str(e)}")
+        requests_dict['timeout'] = 30
+        requests_dict['isrequseting'] = False
+        return
+    requests_dict["req_response"] = req_response
+    write_tokens_path_name = baseclass.get_write_conadd_path_file(cur_conadd=cur_conadd,
+                                                                  write_tokens_path=write_tokens_path,
+                                                                  action=action, 
+                                                                  actiontype=actiontype,
+                                                                  match_address_index_dic=match_address_index_dic)
+
+    # 请求结果不成功
+    if requests_dict["req_response"].status_code != 200:
+        print(
+            f"cur_conadd {cur_conadd} response is {requests_dict['req_response'].status_code}")
+        requests_dict['isrequseting'] = False
+        return
+
+    # 如果請求結果為成功
+    tokenresponse = json.loads(
+        requests_dict["req_response"].text)
+    # 結果不正常  continue
+    if tokenresponse["message"] != "OK":
+        baseclass.handle_IF_tokenresponse_NOTOK(tokenresponse=tokenresponse,
+                                                action=action,
+                                                cur_conadd=cur_conadd,
+                                                key_idx=key_idx,
+                                                requests_dict=requests_dict,
+                                                req_dict_total=req_dict_total)
+
+        return
+
+    # 結果正常 獲取txlist
+    txlist = None
+    add_df = None
+    txlist = tokenresponse["result"]
+    add_df = pd.DataFrame(txlist)
+    add_df["blockNumber"] = add_df["blockNumber"].astype(int)
+    requests_dict["offsettimes"] += 1
+    if requests_dict["offsettimes"] == 1:
+        requests_dict["isfirstreq"] = True
+    else:
+        requests_dict["isfirstreq"] = False
+    # if requests_dict["isfirstreq"] == True:
+        # 如果是第一次请求 删除过去的csv文件
+        # 如果有这个csv文件 删除
+        # if os.path.exists(write_tokens_path_name):
+        #     write_tokens_path_name.unlink()
+
+    if (len(add_df) < 10000):
+        # 如果此次請求結果不是最大offset，請求了全部結果，保存文本
+        requests_dict["need_remove"] = True
+        if req_dict_total.get(key_idx) is not None:
+            print(f"remove {action} {cur_conadd} {key_idx}\n", end='')
+            del req_dict_total[key_idx]
+
+        isdfTrue, add_df = baseclass.fir_handle_decivalue_confirmations_appdropcol_df(
+            df=add_df, action=action, actiontype=actiontype)
+        if not isdfTrue:
+            requests_dict["req_params"]["startblock"] = int(
+                requests_dict["endblock"]+1)
+            baseclass.judge_req_completed(requests_dict=requests_dict, action=action,
+                                key_idx=key_idx, cur_conadd=cur_conadd, req_dict_total=req_dict_total)
+            requests_dict['isrequseting']=False
+            return
+ 
+
+        add_df = add_df[["blockNumber", "timeStamp", "hash","from","to","value"]]
+        # ,,,,,,,,,,,,
+        # 未来可以改成 先判断 blockNumber 的取值范围 再发起请求
+        cur_minblock = int(add_df["blockNumber"].min())
+        cur_maxblock = int(add_df["blockNumber"].max())
+        # 如果没有这个csv文件
+        if not write_tokens_path_name.exists():
+            print(f"loop={loop} {cur_conadd} 第一次文件\n", end='')
+            add_df.to_csv(
+                write_tokens_path_name,  mode='w',  index=False)
+            # 请求的startblock 置为比endblok大 结束请求
+            requests_dict["req_params"]["startblock"] = int(
+                requests_dict["endblock"]+1)
+            baseclass.judge_req_completed(requests_dict=requests_dict, action=action,
+                                key_idx=key_idx, cur_conadd=cur_conadd, req_dict_total=req_dict_total)
+            requests_dict['isrequseting']=False
+            return
+
+        cur_file_df = pd.read_csv(
+            write_tokens_path_name, dtype=object)
+        if len(cur_file_df.index) == 0:
+            print(f"{cur_conadd} 文本行数为0 全部写入\n", end='')
+            add_df.to_csv(
+                write_tokens_path_name,  mode='a', header=False, index=False)
+            # 请求的startblock 置为比endblok大 结束请求
+            requests_dict["req_params"]["startblock"] = int(
+                requests_dict["endblock"]+1)
+            baseclass.judge_req_completed(requests_dict=requests_dict, action=action,
+                                key_idx=key_idx, cur_conadd=cur_conadd, req_dict_total=req_dict_total)
+            requests_dict['isrequseting']=False
+            return
+
+        requests_dict = baseclass.savedfblock(cur_conadd, add_df, cur_file_df, requests_dict, write_tokens_path_name,
+                                    cur_minblock,   cur_maxblock,loop)
+
+        baseclass.judge_req_completed(requests_dict=requests_dict, action=action,
+                            key_idx=key_idx, cur_conadd=cur_conadd, req_dict_total=req_dict_total)
+        requests_dict['isrequseting']=False
+        return
+    elif (len(add_df) >= 10000):
+        # # 如果此次請求結果為最大offset，請求結果不全，如果沒到最大請求次數，繼續請求，
+        # # 否則保存錯誤 但不删除这个token的csv
+        requests_dict["need_remove"] = False
+        # 更換 startblock
+        cur_minblock = int(add_df["blockNumber"].min())
+        cur_maxblock = int(add_df["blockNumber"].max()-1)
+
+        add_df = add_df[add_df["blockNumber"] <=
+                        cur_maxblock].reset_index(drop=True)
+
+        isdfTrue, add_df = baseclass.fir_handle_decivalue_confirmations_appdropcol_df(
+            df=add_df, action=action, actiontype=actiontype)
+        if not isdfTrue:
+            requests_dict["req_params"]["startblock"] = int(
+                cur_maxblock+1)
+            baseclass.judge_req_completed(requests_dict=requests_dict, action=action,
+                                key_idx=key_idx, cur_conadd=cur_conadd, req_dict_total=req_dict_total)
+            requests_dict['isrequseting']=False
+            return
+
+        add_df = add_df[["blockNumber", "timeStamp", "hash","from","to","value"]]
+        # 如果没有这个csv文件 直接写入
+        if not write_tokens_path_name.exists():
+            print(f"loop={loop} {cur_conadd} 第一次文件\n", end='')
+            add_df.to_csv(
+                write_tokens_path_name,  mode='w', index=False)
+            # 请求的startblock 置为比endblok大 结束请求
+            requests_dict["req_params"]["startblock"] = int(
+                cur_maxblock+1)
+            baseclass.judge_req_completed(requests_dict=requests_dict, action=action,
+                                key_idx=key_idx, cur_conadd=cur_conadd, req_dict_total=req_dict_total)
+            requests_dict['isrequseting']=False
+            return
+
+        # 如果已经存在 打开已有的csv 文件 和当前的add_df 以及 整个tokentx 的startblock 和 endblock 进行比较
+        cur_file_df = pd.read_csv(
+            write_tokens_path_name, dtype=object)
+        if len(cur_file_df.index) == 0:
+            print(f"{cur_conadd} 文本行数为0 全部写入\n", end='')
+            add_df.to_csv(
+                write_tokens_path_name,  mode='a', header=False, index=False)
+            requests_dict["req_params"]["startblock"] = int(
+                cur_maxblock+1)
+            baseclass.judge_req_completed(requests_dict=requests_dict, action=action,
+                                key_idx=key_idx, cur_conadd=cur_conadd, req_dict_total=req_dict_total)
+
+            requests_dict['isrequseting']=False
+            return
+
+        requests_dict = baseclass.savedfblock(cur_conadd, add_df, cur_file_df, requests_dict, write_tokens_path_name,
+                                    cur_minblock,   cur_maxblock,loop)
+
+        baseclass.judge_req_completed(requests_dict=requests_dict, action=action,
+                            key_idx=key_idx, cur_conadd=cur_conadd, req_dict_total=req_dict_total)
+        requests_dict['isrequseting']=False
+        return
+
+    return
+
+
+def getonetran(address_list,  write_tokens_path, 
+                action,
+                actiontype, 
+                offsettimes_max):
+
+    print(f"enter getonetran action={action} actiontype={actiontype}")
+    req_dict_total = {}
+    for idx, address in enumerate(address_list):
+        key_idx = str(idx)
+        req_dict = baseclass.init_req_dict(
+            startblock=obj_match_block[address][0],
+            endblock=obj_match_block[address][1], 
+            address=address,
+            key_idx=key_idx,
+            offsettimes_max=offsettimes_max,
+            action=action,
+            actiontype=actiontype,
+            apikey=apikeys[idx % len(
+                apikeys)],
+            remainder_retry_times_max=5,
+            timeout=20)
+        req_dict_total[key_idx] = req_dict
+
+    loop=0
+    while (len(req_dict_total.keys())>0):
+        loop +=1
+        # 獲取可以同步請求的address長度 ，traders 長都可能小於 requests_dict定義的長度
+        # grequest_len 為 requests_dict長度和實際tokencontracts長度取最小值
+        print(
+            f"remainder_{action}_address_len :{len(req_dict_total.keys())}")
+        temp_req_dict_total = {}
+        for key in list(req_dict_total.keys()):
+            temp_req_dict_total[key] = copy.deepcopy(req_dict_total[key])
+        # 進行異步請求
+        i = 0
+        thread_list = []
+        for key in list(temp_req_dict_total.keys()):
+            i += 1
+            thread = threading.Thread(
+                target=request_onetime,
+                args=(
+                    req_dict_total, key, write_tokens_path,
+                  
+                      loop)
+            )
+            thread_list.append(thread)
+            if (i % 5 == 0):
+                #  总数10个,查询一遍
+                for thread in thread_list:
+                    thread.start()
+                thread_list = []
+                time.sleep(1.5)
+
+            elif i == len(temp_req_dict_total.keys()):
+                #  总数不足10个,把剩下的也查询一遍
+                print('remainder len less 10' )
+                for thread in thread_list:
+                    thread.start()
+                thread_list = []
+
+        time.sleep(3)
+    return
+
+
+def get_3trans_byScan(address_list, write_tokens_path, 
+                            ):
+
+
+    # 此方法獲取 從bscapi獲取的 的3trans
+    # 有 requests_3trans_dict 和requests_tokenadd_dict兩種類型對應contractaddress和address
+    # 使用grequests 進行異步請求獲取
+    # offsettimes_max 為請求的數據次數，最大總數為 offsettimes_max*offset (offset 為params的offset)
+    # param_sort 為請求參數params 的sort
+    print("enter get_3trans_byScan_()")
+
+    contractadd_tokentx_list = copy.deepcopy(address_list)
+    getonetran(address_list=contractadd_tokentx_list,
+               write_tokens_path=write_tokens_path,
+               action="tokentx",
+               actiontype="contractaddress",
+               offsettimes_max=9999999)
+
+    return
+
+
+def gettokens_bytokenAddress():
+    print("enter gettokens_bytokenAddress_()")
+   
+    df = pd.read_csv(
+        baseclass.librarydata_path/f"tokens.csv", dtype="object")
+    df=df.astype({
+        "startblock":int,
+        "endblock":int
+
+    })
+    contractaddress_list = df['contractaddress'].tolist()
+    arr_startdate = df['startdate'].tolist()
+    arr_enddate = df['enddate'].tolist()
+    arr_startblock = df['startblock'].tolist()
+    arr_endblock = df['endblock'].tolist()
+   
+    # contractaddress_list =["0xfeb9d41cc44c1ab22722cd51aee8accaa5885f2a"]
+    # contractaddress_list = contractaddress_list[0:6]
+    for idx in range(0,len(contractaddress_list)):
+        startblock = 0
+        endblock =0
+        contractaddress = contractaddress_list[idx]
+        match_address_index_dic[contractaddress] = contractaddress
+        startdate = arr_startdate[idx]
+        enddate = arr_enddate[idx]
+        startblock = arr_startblock[idx]
+        endblock = arr_endblock[idx]
+
+        if startblock==0:
+            startblock = baseclass.get_blocknumber_byisostr_bybscscan(isostr=startdate   )
+        if endblock==0:
+            endblock = baseclass.get_blocknumber_byisostr_bybscscan(isostr= enddate )
+        obj_match_block[contractaddress]=[startblock , endblock]
+        print(f"contractaddress={contractaddress} startblock={startblock} endblock={endblock}")
+        arr_startblock[idx] = startblock
+        arr_endblock[idx] = endblock
+        df["startblock"]=arr_startblock
+        df["endblock"]=arr_endblock
+
+    df.to_csv(
+        baseclass.librarydata_path/f"tokens.csv", index=False)
+    return contractaddress_list
+
+
+match_address_index_dic = {}
+obj_match_block={}
+delete_address_arr = []
+
+ 
+token_contracts_list = gettokens_bytokenAddress()
+print('token_contracts_list=', len(token_contracts_list))
+
+# raise
+get_3trans_byScan(address_list=token_contracts_list,
+                    write_tokens_path=baseclass.contracttokentx_path, 
+                     )
+
+print(f"{'{:<6}'.format('END')} {baseclass.scriptfilename} ----------------NOTE-----------NOTE---------------")
+
+
+ 

src/code/base_class.py

@@ -0,0 +1,451 @@
+
+
+from web3 import AsyncWeb3, AsyncHTTPProvider, Web3
+from web3.middleware import async_geth_poa_middleware
+import web3
+import requests
+import os
+import datetime
+import time
+import math
+import json
+import pathlib
+import shutil
+from collections.abc import Iterable
+import decimal
+import traceback
+import pandas as pd
+import sys
+import numpy as np
+import copy
+import asyncio
+import aiohttp
+
+ 
+
+class BaseVariableFunction:
+    def __init__(self, scriptfile):
+        # 获取当前脚本的名字
+        self.scriptfilename = pathlib.Path(scriptfile).name
+        # 获取脚本所在目录的绝对路径
+        self.script_directory = pathlib.Path(scriptfile).resolve().parent
+        self.src_directory = self.script_directory.parent
+        # 获取项目所在目录的绝对路径
+        self.project_directory = self.src_directory.parent
+        self.code_path = self.project_directory / 'src/code/'
+        self.librarydata_path = self.project_directory / 'src/librarydata/'
+        self.library_path = self.project_directory / 'src/library/'
+        self.analysis_router_path = self.project_directory / \
+            'src/library/analysis_router_path/'
+        self.txhash_too_many_file = self.librarydata_path / 'txhash_too_many.csv'
+        self.token_info_path = self.librarydata_path / 'token_info/'
+        self.token_abi_path = self.librarydata_path / 'token_abi/'
+        self.originalrecietpt_path = self.librarydata_path / 'originalrecietpt/'
+        self.temporiginalrecietpt_path = self.librarydata_path / 'temporiginalrecietpt/'
+
+        self.contracttokentx_path = self.librarydata_path / 'contracttokentx/'
+        self.errorcontracttokentx_path = self.librarydata_path / 'errorcontracttokentx/'
+        self.contracttokentxhash_path = self.librarydata_path / 'contracttokentxhash/'
+        self.contracttotkentxnumber_path = self.librarydata_path / 'contracttotkentxnumber/'
+        self.decrecietpt_path = self.librarydata_path / 'decrecietpt/'
+        self.tempdecrecietpt_path = self.librarydata_path / 'tempdecrecietpt/'
+        self.totalabi_path = self.librarydata_path / 'totalabi/'
+        self.tokenlpabi_path = self.librarydata_path / 'tokenlpabi/'
+        self.nover_path = self.librarydata_path / 'nover/'
+        self.nover_tokenlp_abi_path = self.librarydata_path / 'nover_tokenlp_abi/'
+        self.proxyabi_path = self.librarydata_path / 'proxyabi/'
+        self.warningabi_path = self.librarydata_path / 'warningabi/'
+        self.unknowerrorabi_path = self.librarydata_path / 'unknowerrorabi/'
+        self.token_lp_info_path = self.librarydata_path / 'token_lp_info/'
+        self.token_info_nover_path = self.librarydata_path / 'token_info_nover/'
+        self.token_info_total_path = self.librarydata_path / 'token_info_total/'
+        self.token_list_path = self.librarydata_path / 'token_list/'
+        self.fir_original_analysisST_path = self.librarydata_path / \
+            'fir_original_analysisST/'
+        self.sec_original_analysisST_path = self.librarydata_path / \
+            'sec_original_analysisST/'
+        self.original_analysisST_path = self.librarydata_path / 'original_analysisST/'
+
+        self.analysisST_path = self.librarydata_path / 'analysisST/'
+        self.totalrelpersonadd_path = self.librarydata_path / 'totalrelpersonadd/'
+        self.profitrelpersonadd_path = self.librarydata_path / 'profitrelpersonadd/'
+        self.configreladdST_path = self.librarydata_path / 'configreladdST/'
+        self.profitconfigreladdST_path = self.librarydata_path / 'profitconfigreladdST/'
+        self.bigamountprofitconfigreladdST_path = self.librarydata_path / \
+            'bigamountprofitconfigreladdST/'
+        self.mayqunfa_path = self.librarydata_path / 'mayqunfa/'
+        self.relpersonadd_path = self.librarydata_path/'relpersonadd/'
+        self.exmanyadds_path = self.librarydata_path / 'exmanyadds/'
+        self.gredalao3tran_path = self.librarydata_path / 'gredalao3tran/'
+        self.gredalao3tranErr_path = self.librarydata_path / 'gredalao3tran/error'
+        self.gredalao3tran_total_path = self.librarydata_path / 'gredalao3tran/total/'
+        self.Analysis_path = self.librarydata_path / 'gredalao3tran/Analysis/'
+        self.base_library_file = self.code_path / 'base_library.json'
+        self.base_singledalao_txhash_library = self.code_path / \
+            'base_singledalao_txhash_library.json'
+
+        self.specialadds_totalrelpersonadd_path = self.totalrelpersonadd_path / "specialadds"
+        self.specialadds_gredalao3tran_total_path = self.gredalao3tran_total_path / "specialadds"
+        self.specialadds_analysisST_path = self.analysisST_path / "specialadds"
+        self.specialadds_mayqunfa_path = self.mayqunfa_path / "specialadds"
+        self.specialadds_relpersonadd_path = self.relpersonadd_path / "specialadds"
+        self.specialadds_configreladdST_path = self.configreladdST_path / "specialadds"
+        self.specialadds_profitconfigreladdST_path = self.profitconfigreladdST_path / "specialadds"
+        self.specialadds_bigamountprofitconfigreladdST_path = self.bigamountprofitconfigreladdST_path / "specialadds"
+        self.specialadds_exmanyadds_path = self.exmanyadds_path / "specialadds"
+        self.specialadds_profitrelpersonadd_path = self.profitrelpersonadd_path / "specialadds"
+        self.specialadds_Analysis_path = self.Analysis_path / "specialadds"
+        self.specialadds_filter_copy_path = self.Analysis_path / "specialadds"/'filteradd'
+        self.specialadds_temporiginalrecietpt_path = self.temporiginalrecietpt_path / "specialadds"
+        self.specialadds_tempdecrecietpt_path = self.tempdecrecietpt_path / "specialadds"
+        
+        
+        self.contract_tokentx_columns =          ["blockNumber", "timeStamp", "hash","from","to","value"]
+        
+
+        self.baseurl ="https://api.etherscan.io/api"
+        self.httpProvider_arr= [
+        
+        "https://ethereum-rpc.publicnode.com",
+        "https://ethereum.publicnode.com",
+        "https://mainnet.gateway.tenderl",
+            "https://cloudflare-eth.com",
+            "https://main-light.eth.linkpool.io", 
+            "https://ethereumnodelight.app.runonflux.io",
+            "https://rpc.ankr.com/eth",
+            "https://eth.llamarpc.com",
+             "https://api.mycryptoapi.com/eth",
+            "https://mainnet.eth.cloud.ava.do/",
+            "https://eth.merkle.io",
+            "https://go.getblock.io/aefd01aa907c4805ba3c00a9e5b48c6b",
+            "https://eth.drpc.org",
+            "https://api.tatum.io/v3/blockchain/node/ethereum-mainnet",
+            "https://eth.meowrpc.com",
+            "https://1rpc.io/eth",
+            "https://eth.api.onfinality.io/public",
+            "https://ethereum.blockpi.network/v1/rpc/public",
+            
+            "https://mainnet.infura.io/v3/9aa3d95b3bc440fa88ea12eaa4456161",
+            "https://rpc.ankr.com/eth",
+            "https://eth.rpc.blxrbdn.com",
+    
+ 
+            
+        ]
+
+    def getbiaoshipath(self, biaoshi):
+        self.biaoshi_totalrelpersonadd_path = self.totalrelpersonadd_path / biaoshi
+        self.biaoshi_gredalao3tran_total_path = self.gredalao3tran_total_path / biaoshi
+        self.biaoshi_analysisST_path = self.analysisST_path / biaoshi
+        self.biaoshi_mayqunfa_path = self.mayqunfa_path / biaoshi
+        self.biaoshi_relpersonadd_path = self.relpersonadd_path / biaoshi
+        self.biaoshi_configreladdST_path = self.configreladdST_path / biaoshi
+        self.biaoshi_profitconfigreladdST_path = self.profitconfigreladdST_path / biaoshi
+        self.biaoshi_bigamountprofitconfigreladdST_path = self.bigamountprofitconfigreladdST_path / biaoshi
+
+        self.biaoshi_exmanyadds_path = self.exmanyadds_path / biaoshi
+        self.biaoshi_profitrelpersonadd_path = self.profitrelpersonadd_path / biaoshi
+        self.biaoshi_Analysis_path = self.Analysis_path / biaoshi
+        self.biaoshi_filter_copy_path = self.Analysis_path / biaoshi/'filteradd'
+        self.biaoshi_temporiginalrecietpt_path = self.temporiginalrecietpt_path / biaoshi
+        self.biaoshi_tempdecrecietpt_path = self.tempdecrecietpt_path / biaoshi
+        # self.biaoshi_nover_tokenlp_abi_path = self.nover_tokenlp_abi_path/biaoshi
+
+    def makedirpath(self, folder):
+        pathlib.Path(folder).mkdir(exist_ok=True)
+
+    def rmfolder(self, folder):
+        if pathlib.Path(folder).exists():
+            shutil.rmtree(folder)
+
+    def open_base_library(self):
+
+        with self.base_library_file.open(mode='r', encoding='utf-8') as f:
+            self.base_library = json.load(f)
+        return self.base_library
+
+    def open_singledalao_txhash_library(self):
+
+        with self.base_singledalao_txhash_library.open(mode='r', encoding='utf-8') as f:
+            self.singledalao_txhash_library = json.load(f)
+        return self.singledalao_txhash_library
+
+    def get_current_timestamp(self):
+
+        timestamp = math.floor(time.time())
+        return timestamp
+
+    def ISO8601_str_to_timestamp(self, datetime_str):
+        # 将'2023-08-28T12:43:52Z' 结构的str 转化为utc的时间戳(单位:秒)
+        # Define the format of the input datetime string
+        # Adjust the format as per your input datetime string
+        format_str = '%Y-%m-%dT%H:%M:%SZ'
+        # 解析'2023-08-12T22:22:50Z' 并转换为0时区的时间
+        dt = datetime.datetime.strptime(datetime_str, format_str).replace(
+            tzinfo=datetime.timezone.utc)
+        # Convert the datetime object to a timestamp (number of seconds since the epoch)
+        timestamp = int(dt.timestamp())
+        return timestamp
+
+    def get_blocknumber_bytimestamp_bybscscan(self, timestamp):
+        baseurl = "https://api.etherscan.io/api"
+        request_getblock_params = {
+            "module": "block",
+            "action": "getblocknobytime",
+            "timestamp": timestamp,
+            "closest": "before",
+            "apikey":  "1343VMST2JRK8P39A88KU8E97VGY36WFDI"
+        }
+        retrytime = 5
+        blocknumber = 999999999
+        while retrytime > 0:
+            retrytime -= 1
+            req_response = requests.get(
+                baseurl, request_getblock_params, timeout=20)
+
+            if req_response.status_code != 200:
+                continue
+            response = json.loads(
+                req_response.text)
+            blocknumber = int(response['result'])
+            return blocknumber
+        raise Exception('get_blocknumber_bytimestamp_bybscscan failed')
+
+    def get_blocknumber_byisostr_bybscscan(self, isostr=None):
+        baseurl = "https://api.etherscan.io/api"
+        if isostr is None:
+            raise Exception('isostr is None failed')
+        isostr_timeStamp = self.ISO8601_str_to_timestamp(isostr)
+        timestamp = isostr_timeStamp
+
+        request_getblock_params = {
+            "module": "block",
+            "action": "getblocknobytime",
+            "timestamp": timestamp,
+            "closest": "before",
+            "apikey":  "1343VMST2JRK8P39A88KU8E97VGY36WFDI"
+        }
+        retrytime = 5
+        endblock = 999999999
+        while retrytime > 0:
+            retrytime -= 1
+            req_response = requests.get(
+                baseurl, request_getblock_params, timeout=20)
+
+            if req_response.status_code != 200:
+                continue
+            response = json.loads(
+                req_response.text)
+            endblock = int(response['result'])
+            return endblock
+        raise Exception('get_now_blocknumber_bybscscan failed')
+    # def init_req_dict(param_sort="asc",
+    # offsettimes_max=1,
+    # action=None,
+    # actiontype=None,
+    #  dict_length=15,
+    #  remainder_retry_times_max=3,
+    #  startblock=27000000, endblock=99900000, timeout=30):
+
+    #  一个dict 有多个配置 然后含有req的params
+    def init_req_dict(self,   offsettimes_max=10, key_idx=None, address=None, action=None, actiontype=None,  apikey=None, remainder_retry_times_max=5, startblock=27000000, endblock=99000000, timeout=30):
+        # 一个dict 对应一个address 的某一个block范围 一次性的，用完如果endblock>startblock 就remove 这个dict  如果一个address 有两个block range 那么会有两个dict
+        # requests_dict key 為空列表 ，使用append 進行添加
+        # requests_dict 進行初始化定義
+        # timeout ,請求request 的超時時間
+        # startblock 初始化以及每次reset重置的startblock
+        # remainder_retry_times_max 初始以及重置的初始 可以重傳次數
+        # tokencontract_params_list 請求bscscan api的參數設置
+        # offsettimes_max  允許的 offset 最大次數，默認一次offset 請求10000條
+        # req_response 接受響應列表
+        # offsettimes  記錄此add的offset 次數，等於offsettimes_max 就要停止報錯
+        # need_remove 此項的響應是否處理完成，如果處理完成(多次超時報錯或數據不對，或者分析完成)，為True，
+        #   可以刪除，相應的tokencontracts 列表中的tradersadds 也需要remove此項索引被其他未完成的覆蓋
+        # remainder_retry_times 出現超時或請求錯誤可以進行重傳，此爲還可以重傳的次數
+        # key_idx 由于是异步执行函数 所有dict 会放在一dict 中 key_idx 就是当前dict在总的dict的索引当前dict 完成，就可以在总dict删除这个索引
+        if action is None or actiontype is None:
+            raise Exception("not set action")
+        if address is None:
+            raise Exception("not set address")
+        if key_idx is None:
+            raise Exception("not set key_idx")
+
+        requests_dict = {}
+        requests_dict["key_idx"] = key_idx
+        requests_dict["action"] = action
+        requests_dict["actiontype"] = actiontype
+        requests_dict["address"] = address
+        requests_dict["timeout"] = timeout
+        requests_dict["startblock"] = startblock
+        requests_dict["endblock"] = endblock
+        requests_dict["remainder_retry_times_max"] = remainder_retry_times_max
+        requests_dict["offsettimes_max"] = offsettimes_max
+        # 上面部分是无论发送了多少次请求都不变得
+        # 正在请求中 isrequseting=True 避免之前的没有结果，有发起新的请求
+        requests_dict["isrequseting"] = False
+        requests_dict["req_params"] = {}
+        requests_dict["req_response"] = None
+        requests_dict["req_pd"] = None
+        requests_dict["offsettimes"] = 0
+        requests_dict["need_remove"] = False
+        requests_dict["isfirstreq"] = True
+        requests_dict["remainder_retry_times"] = remainder_retry_times_max
+
+ 
+        if action in ["tokentx"] and actiontype in ["contractaddress"]:
+
+            requests_dict["req_params"] = {
+                "module": "account",
+                "action": action,
+                "contractaddress": address,
+                "page": 1,
+                "offset": 10000,
+                "startblock": startblock,
+                "endblock": endblock,
+                "sort": "asc",
+                "apikey": apikey
+            }
+ 
+
+        return requests_dict
+
+    def isnulldf(self, df, add="", Isprint=False):
+        if len(df.index) == 0:
+            if Isprint:
+                print(f"{add} isnulldf\n", end='')
+            return True
+        else:
+            return False
+
+    def drop_confirmations_other_col(self, df, action, actiontype):
+     
+        if action in ["tokentx"] and actiontype in ["contractaddress"]:
+            df = df[ self.contract_tokentx_columns]
+
+        return df
+
+    def fir_handle_decivalue_confirmations_appdropcol_df(self, df, action, actiontype):
+        # 首先去除部分列并将timeStamp 转为date形式
+        # df = df.dropna()
+        # df = df.reset_index(drop=True)
+        df = self.drop_confirmations_other_col(
+            df=df, action=action, actiontype=actiontype)
+        if self.isnulldf(df):
+            print(
+                f"{action}  fir_handle_decivalue_confirmations_appdropcol_df_() is nulldf")
+            return False, None
+        return True, df
+
+    def judge_req_completed(self, requests_dict, action, key_idx, cur_conadd, req_dict_total):
+        if requests_dict["req_params"]["startblock"] > requests_dict["endblock"]:
+            # 如果接下来的block 范围有问题 startblcok >endblock 说明已经获取完毕 ，不用再获取了
+            print(
+                f"{cur_conadd} startblcok >endblock 结束\n", end='')
+            requests_dict["need_remove"] = True
+            if req_dict_total.get(key_idx) is not None:
+                print(f"remove {action} {cur_conadd} {key_idx}\n", end='')
+                del req_dict_total[key_idx]
+
+ 
+ 
+  
+    def get_cur_conadd(self, requests_dict, action, actiontype):
+ 
+        if action in ["tokentx"] and actiontype in ["contractaddress"]:
+            cur_conadd = requests_dict["req_params"]["contractaddress"]
+     
+    
+        return cur_conadd
+
+    def savedfblock(self, cur_conadd, add_df, cur_file_df, requests_dict, write_tokens_path_name, cur_minblock,  cur_maxblock, loop):
+        cur_file_df["blockNumber"] = cur_file_df["blockNumber"].astype(
+            int)
+        cur_file_df_minblock = cur_file_df["blockNumber"].min(
+        )
+        cur_file_df_maxblock = cur_file_df["blockNumber"].max(
+        )
+        print(f"cur_conadd={cur_conadd} cur_minblock={cur_minblock} cur_maxblock={cur_maxblock} cur_file_minblock={cur_file_df_minblock} cur_file_maxblock={cur_file_df_maxblock}\n", end='')
+        if cur_minblock >= cur_file_df_minblock and cur_maxblock <= cur_file_df_maxblock:
+            # 已经全包含了 这个add_df 不用to_csv了
+            print(f"loop={loop} {cur_conadd} 都包含\n", end='')
+            requests_dict["req_params"]["startblock"] = int(
+                cur_file_df_maxblock+1)
+        elif cur_minblock >= cur_file_df_minblock and cur_minblock <= cur_file_df_maxblock and cur_maxblock > cur_file_df_maxblock:
+            # minblock的部分在csvfile有了  最大block部分没有
+            print(f"loop={loop} {cur_conadd} 最小部分包含 最大没有\n", end='')
+            add_df = add_df[add_df["blockNumber"] > cur_file_df_maxblock].reset_index(
+                drop=True)
+            add_df.to_csv(
+                write_tokens_path_name,  mode='a', header=False, index=False)
+            requests_dict["req_params"]["startblock"] = int(
+                cur_maxblock+1)
+        elif cur_minblock < cur_file_df_minblock and cur_maxblock >= cur_file_df_minblock and cur_maxblock <= cur_file_df_maxblock:
+            # maxblock部分已经在csvfile有了，minblock 没有
+            print(f"loop={loop} {cur_conadd} 最大部分包含 最小没有\n", end='')
+            add_df = add_df[add_df["blockNumber"] < cur_file_df_minblock].reset_index(
+                drop=True)
+            add_df.to_csv(
+                write_tokens_path_name,  mode='a', header=False, index=False)
+            requests_dict["req_params"]["startblock"] = int(
+                cur_file_df_maxblock+1)
+        elif cur_maxblock < cur_file_df_minblock or cur_minblock > cur_file_df_maxblock:
+            # 所有部分不在cssvfile
+            print(f"loop={loop} {cur_conadd} 都不包含\n", end='')
+            add_df.to_csv(
+                write_tokens_path_name,  mode='a', header=False, index=False)
+            requests_dict["req_params"]["startblock"] = int(
+                cur_maxblock+1)
+        else:
+            # 其余未细分的，先放着
+            print(f"loop={loop} {cur_conadd} 其余部分\n", end='')
+            add_df.to_csv(
+                write_tokens_path_name,  mode='a', header=False, index=False)
+            requests_dict["req_params"]["startblock"] = int(
+                cur_maxblock+1)
+        print(
+            f"aft startblock={requests_dict['req_params']['startblock']}\n", end='')
+        return requests_dict
+
+    def get_write_conadd_path_file(self, cur_conadd, write_tokens_path, action, actiontype, match_address_index_dic):
+        write_tokens_path_name = None
+  
+        if action in ["tokentx"] and actiontype in ["contractaddress"]:
+            # 如果保留match_address_index_dic 可以用{match_address_index_dic.get(cur_conadd)}进行表示
+            write_tokens_path_name = write_tokens_path / \
+                f"{match_address_index_dic.get(cur_conadd)}.csv"
+ 
+        return write_tokens_path_name
+
+    def handle_IF_tokenresponse_NOTOK(self, tokenresponse, action, cur_conadd, key_idx, requests_dict, req_dict_total):
+        # 對於相應正常，結果不正常的，可能是沒有交易記錄 可能是訪問頻率過高等，
+        # 對於部分不OK的情況，可以分別處理
+        # { "status": "0", "message": "No transactions found", "result": [] }
+        # { "status": "0", "message": "NOTOK", "result": "Max rate limit reached, please use API Key for higher rate limit" }
+        # { "status": "0", "message": "NOTOK", "result": "Contract source code not verified" }
+        # {'status': '0', 'message': 'NOTOK', 'result': 'Error! Invalid contract address format'}
+        # {'status': '0', 'message': 'Query Timeout occured. Please select a smaller result dataset',result': None}
+        print(
+            f"tokenresponse message NOTOK {action} {cur_conadd} \n", "tokenresponse=", tokenresponse, '\n', end='')
+        # print("test tokenresponse",
+        #       tokenresponse["message"], tokenresponse["result"])
+        if (tokenresponse["message"] == "NOTOK"
+                and "Max rate limit reached" in tokenresponse["result"]):
+            requests_dict["need_remove"] = False
+            requests_dict['isrequseting'] = False
+            return
+  
+        elif (tokenresponse["message"] == "No transactions found"):
+            requests_dict["need_remove"] = True
+            if req_dict_total.get(key_idx) is not None:
+                print(f"remove {action} {cur_conadd} {key_idx}\n", end='')
+                del req_dict_total[key_idx]
+            return
+ 
+ 
+
+        else:
+            raise Exception(
+                'tokenresponse message NOTOK And No matched method')
+
+ 
+ 

src/code/base_library.json

@@ -0,0 +1,1661 @@
+{
+    "transferLogId": "0xddf252ad1be2c89b69c2b068fc378daa952ba7f163c4a11628f55a4df523b3ef",
+    "mintLogId": "0x4c209b5fc8ad50758f13e2e1088ba56a560dff690a1c6fef26394f4c03821c4f",
+    "syncLogId": "0x1c411e9a96e071241c2f21f7726b17ae89e3cab4c78be50e062b03a9fffbbad1",
+    "approvalLogId": "0x8c5be1e5ebec7d5bd14f71427d1e84f3dd0314c0f7b2291e5b200ac8c7c3b925",
+    "withdrawalLogId": "0x7fcf532c15f0a6db0bd6d0e038bea71d30d808c7d98cb3bf7268a95bf5081b65",
+    "depositLogId": "0xe1fffcc4923d04b559f4d29a8bfc6cda04eb5b0d3c460751c2402c5c5cc9109c",
+    "zeroAddressArr": [
+        "0x0000000000000000000000000000000000000000",
+        "0x000000000000000000000000000000000000dead"
+    ],
+    "wbnb": "0xbb4cdb9cbd36b01bd1cbaebf2de08d9173bc095c",
+    "usdt": "0x55d398326f99059ff775485246999027b3197955",
+    "zero_address_list": [
+        "0x0000000000000000000000000000000000000000",
+        "0x000000000000000000000000000000000000dead"
+    ],
+    "wbnb_abi": [
+        {
+            "inputs": [
+                {
+                    "internalType": "address",
+                    "name": "logic",
+                    "type": "address"
+                },
+                {
+                    "internalType": "address",
+                    "name": "admin",
+                    "type": "address"
+                },
+                {
+                    "internalType": "bytes",
+                    "name": "data",
+                    "type": "bytes"
+                }
+            ],
+            "stateMutability": "nonpayable",
+            "type": "constructor"
+        },
+        {
+            "anonymous": false,
+            "inputs": [
+                {
+                    "indexed": false,
+                    "internalType": "address",
+                    "name": "previousAdmin",
+                    "type": "address"
+                },
+                {
+                    "indexed": false,
+                    "internalType": "address",
+                    "name": "newAdmin",
+                    "type": "address"
+                }
+            ],
+            "name": "AdminChanged",
+            "type": "event"
+        },
+        {
+            "anonymous": false,
+            "inputs": [
+                {
+                    "indexed": true,
+                    "internalType": "address",
+                    "name": "implementation",
+                    "type": "address"
+                }
+            ],
+            "name": "Upgraded",
+            "type": "event"
+        },
+        {
+            "stateMutability": "payable",
+            "type": "fallback"
+        },
+        {
+            "inputs": [],
+            "name": "admin",
+            "outputs": [
+                {
+                    "internalType": "address",
+                    "name": "",
+                    "type": "address"
+                }
+            ],
+            "stateMutability": "nonpayable",
+            "type": "function"
+        },
+        {
+            "inputs": [
+                {
+                    "internalType": "address",
+                    "name": "newAdmin",
+                    "type": "address"
+                }
+            ],
+            "name": "changeAdmin",
+            "outputs": [],
+            "stateMutability": "nonpayable",
+            "type": "function"
+        },
+        {
+            "inputs": [],
+            "name": "implementation",
+            "outputs": [
+                {
+                    "internalType": "address",
+                    "name": "",
+                    "type": "address"
+                }
+            ],
+            "stateMutability": "nonpayable",
+            "type": "function"
+        },
+        {
+            "inputs": [
+                {
+                    "internalType": "address",
+                    "name": "newImplementation",
+                    "type": "address"
+                }
+            ],
+            "name": "upgradeTo",
+            "outputs": [],
+            "stateMutability": "nonpayable",
+            "type": "function"
+        },
+        {
+            "inputs": [
+                {
+                    "internalType": "address",
+                    "name": "newImplementation",
+                    "type": "address"
+                },
+                {
+                    "internalType": "bytes",
+                    "name": "data",
+                    "type": "bytes"
+                }
+            ],
+            "name": "upgradeToAndCall",
+            "outputs": [],
+            "stateMutability": "payable",
+            "type": "function"
+        },
+        {
+            "stateMutability": "payable",
+            "type": "receive"
+        },
+        {
+            "anonymous": false,
+            "inputs": [
+                {
+                    "indexed": true,
+                    "internalType": "address",
+                    "name": "from",
+                    "type": "address"
+                },
+                {
+                    "indexed": true,
+                    "internalType": "address",
+                    "name": "to",
+                    "type": "address"
+                },
+                {
+                    "indexed": false,
+                    "internalType": "uint256",
+                    "name": "value",
+                    "type": "uint256"
+                }
+            ],
+            "name": "Transfer",
+            "type": "event"
+        },
+        {
+            "anonymous": false,
+            "inputs": [
+                {
+                    "indexed": true,
+                    "internalType": "address",
+                    "name": "owner",
+                    "type": "address"
+                },
+                {
+                    "indexed": true,
+                    "internalType": "address",
+                    "name": "spender",
+                    "type": "address"
+                },
+                {
+                    "indexed": false,
+                    "internalType": "uint256",
+                    "name": "value",
+                    "type": "uint256"
+                }
+            ],
+            "name": "Approval",
+            "type": "event"
+        },
+        {
+            "anonymous": false,
+            "inputs": [
+                {
+                    "indexed": true,
+                    "name": "from",
+                    "type": "address"
+                },
+                {
+                    "indexed": false,
+                    "name": "value",
+                    "type": "uint256"
+                }
+            ],
+            "name": "Withdrawal",
+            "type": "event"
+        },
+        {
+            "anonymous": false,
+            "inputs": [
+                {
+                    "indexed": true,
+                    "name": "to",
+                    "type": "address"
+                },
+                {
+                    "indexed": false,
+                    "name": "value",
+                    "type": "uint256"
+                }
+            ],
+            "name": "Deposit",
+            "type": "event"
+        }
+    ],
+    "usdt_abi": [
+        {
+            "inputs": [],
+            "payable": false,
+            "stateMutability": "nonpayable",
+            "type": "constructor"
+        },
+        {
+            "anonymous": false,
+            "inputs": [
+                {
+                    "indexed": true,
+                    "internalType": "address",
+                    "name": "owner",
+                    "type": "address"
+                },
+                {
+                    "indexed": true,
+                    "internalType": "address",
+                    "name": "spender",
+                    "type": "address"
+                },
+                {
+                    "indexed": false,
+                    "internalType": "uint256",
+                    "name": "value",
+                    "type": "uint256"
+                }
+            ],
+            "name": "Approval",
+            "type": "event"
+        },
+        {
+            "anonymous": false,
+            "inputs": [
+                {
+                    "indexed": true,
+                    "internalType": "address",
+                    "name": "previousOwner",
+                    "type": "address"
+                },
+                {
+                    "indexed": true,
+                    "internalType": "address",
+                    "name": "newOwner",
+                    "type": "address"
+                }
+            ],
+            "name": "OwnershipTransferred",
+            "type": "event"
+        },
+        {
+            "anonymous": false,
+            "inputs": [
+                {
+                    "indexed": true,
+                    "internalType": "address",
+                    "name": "from",
+                    "type": "address"
+                },
+                {
+                    "indexed": true,
+                    "internalType": "address",
+                    "name": "to",
+                    "type": "address"
+                },
+                {
+                    "indexed": false,
+                    "internalType": "uint256",
+                    "name": "value",
+                    "type": "uint256"
+                }
+            ],
+            "name": "Transfer",
+            "type": "event"
+        },
+        {
+            "constant": true,
+            "inputs": [],
+            "name": "_decimals",
+            "outputs": [
+                {
+                    "internalType": "uint8",
+                    "name": "",
+                    "type": "uint8"
+                }
+            ],
+            "payable": false,
+            "stateMutability": "view",
+            "type": "function"
+        },
+        {
+            "constant": true,
+            "inputs": [],
+            "name": "_name",
+            "outputs": [
+                {
+                    "internalType": "string",
+                    "name": "",
+                    "type": "string"
+                }
+            ],
+            "payable": false,
+            "stateMutability": "view",
+            "type": "function"
+        },
+        {
+            "constant": true,
+            "inputs": [],
+            "name": "_symbol",
+            "outputs": [
+                {
+                    "internalType": "string",
+                    "name": "",
+                    "type": "string"
+                }
+            ],
+            "payable": false,
+            "stateMutability": "view",
+            "type": "function"
+        },
+        {
+            "constant": true,
+            "inputs": [
+                {
+                    "internalType": "address",
+                    "name": "owner",
+                    "type": "address"
+                },
+                {
+                    "internalType": "address",
+                    "name": "spender",
+                    "type": "address"
+                }
+            ],
+            "name": "allowance",
+            "outputs": [
+                {
+                    "internalType": "uint256",
+                    "name": "",
+                    "type": "uint256"
+                }
+            ],
+            "payable": false,
+            "stateMutability": "view",
+            "type": "function"
+        },
+        {
+            "constant": false,
+            "inputs": [
+                {
+                    "internalType": "address",
+                    "name": "spender",
+                    "type": "address"
+                },
+                {
+                    "internalType": "uint256",
+                    "name": "amount",
+                    "type": "uint256"
+                }
+            ],
+            "name": "approve",
+            "outputs": [
+                {
+                    "internalType": "bool",
+                    "name": "",
+                    "type": "bool"
+                }
+            ],
+            "payable": false,
+            "stateMutability": "nonpayable",
+            "type": "function"
+        },
+        {
+            "constant": true,
+            "inputs": [
+                {
+                    "internalType": "address",
+                    "name": "account",
+                    "type": "address"
+                }
+            ],
+            "name": "balanceOf",
+            "outputs": [
+                {
+                    "internalType": "uint256",
+                    "name": "",
+                    "type": "uint256"
+                }
+            ],
+            "payable": false,
+            "stateMutability": "view",
+            "type": "function"
+        },
+        {
+            "constant": false,
+            "inputs": [
+                {
+                    "internalType": "uint256",
+                    "name": "amount",
+                    "type": "uint256"
+                }
+            ],
+            "name": "burn",
+            "outputs": [
+                {
+                    "internalType": "bool",
+                    "name": "",
+                    "type": "bool"
+                }
+            ],
+            "payable": false,
+            "stateMutability": "nonpayable",
+            "type": "function"
+        },
+        {
+            "constant": true,
+            "inputs": [],
+            "name": "decimals",
+            "outputs": [
+                {
+                    "internalType": "uint8",
+                    "name": "",
+                    "type": "uint8"
+                }
+            ],
+            "payable": false,
+            "stateMutability": "view",
+            "type": "function"
+        },
+        {
+            "constant": false,
+            "inputs": [
+                {
+                    "internalType": "address",
+                    "name": "spender",
+                    "type": "address"
+                },
+                {
+                    "internalType": "uint256",
+                    "name": "subtractedValue",
+                    "type": "uint256"
+                }
+            ],
+            "name": "decreaseAllowance",
+            "outputs": [
+                {
+                    "internalType": "bool",
+                    "name": "",
+                    "type": "bool"
+                }
+            ],
+            "payable": false,
+            "stateMutability": "nonpayable",
+            "type": "function"
+        },
+        {
+            "constant": true,
+            "inputs": [],
+            "name": "getOwner",
+            "outputs": [
+                {
+                    "internalType": "address",
+                    "name": "",
+                    "type": "address"
+                }
+            ],
+            "payable": false,
+            "stateMutability": "view",
+            "type": "function"
+        },
+        {
+            "constant": false,
+            "inputs": [
+                {
+                    "internalType": "address",
+                    "name": "spender",
+                    "type": "address"
+                },
+                {
+                    "internalType": "uint256",
+                    "name": "addedValue",
+                    "type": "uint256"
+                }
+            ],
+            "name": "increaseAllowance",
+            "outputs": [
+                {
+                    "internalType": "bool",
+                    "name": "",
+                    "type": "bool"
+                }
+            ],
+            "payable": false,
+            "stateMutability": "nonpayable",
+            "type": "function"
+        },
+        {
+            "constant": false,
+            "inputs": [
+                {
+                    "internalType": "uint256",
+                    "name": "amount",
+                    "type": "uint256"
+                }
+            ],
+            "name": "mint",
+            "outputs": [
+                {
+                    "internalType": "bool",
+                    "name": "",
+                    "type": "bool"
+                }
+            ],
+            "payable": false,
+            "stateMutability": "nonpayable",
+            "type": "function"
+        },
+        {
+            "constant": true,
+            "inputs": [],
+            "name": "name",
+            "outputs": [
+                {
+                    "internalType": "string",
+                    "name": "",
+                    "type": "string"
+                }
+            ],
+            "payable": false,
+            "stateMutability": "view",
+            "type": "function"
+        },
+        {
+            "constant": true,
+            "inputs": [],
+            "name": "owner",
+            "outputs": [
+                {
+                    "internalType": "address",
+                    "name": "",
+                    "type": "address"
+                }
+            ],
+            "payable": false,
+            "stateMutability": "view",
+            "type": "function"
+        },
+        {
+            "constant": false,
+            "inputs": [],
+            "name": "renounceOwnership",
+            "outputs": [],
+            "payable": false,
+            "stateMutability": "nonpayable",
+            "type": "function"
+        },
+        {
+            "constant": true,
+            "inputs": [],
+            "name": "symbol",
+            "outputs": [
+                {
+                    "internalType": "string",
+                    "name": "",
+                    "type": "string"
+                }
+            ],
+            "payable": false,
+            "stateMutability": "view",
+            "type": "function"
+        },
+        {
+            "constant": true,
+            "inputs": [],
+            "name": "totalSupply",
+            "outputs": [
+                {
+                    "internalType": "uint256",
+                    "name": "",
+                    "type": "uint256"
+                }
+            ],
+            "payable": false,
+            "stateMutability": "view",
+            "type": "function"
+        },
+        {
+            "constant": false,
+            "inputs": [
+                {
+                    "internalType": "address",
+                    "name": "recipient",
+                    "type": "address"
+                },
+                {
+                    "internalType": "uint256",
+                    "name": "amount",
+                    "type": "uint256"
+                }
+            ],
+            "name": "transfer",
+            "outputs": [
+                {
+                    "internalType": "bool",
+                    "name": "",
+                    "type": "bool"
+                }
+            ],
+            "payable": false,
+            "stateMutability": "nonpayable",
+            "type": "function"
+        },
+        {
+            "constant": false,
+            "inputs": [
+                {
+                    "internalType": "address",
+                    "name": "sender",
+                    "type": "address"
+                },
+                {
+                    "internalType": "address",
+                    "name": "recipient",
+                    "type": "address"
+                },
+                {
+                    "internalType": "uint256",
+                    "name": "amount",
+                    "type": "uint256"
+                }
+            ],
+            "name": "transferFrom",
+            "outputs": [
+                {
+                    "internalType": "bool",
+                    "name": "",
+                    "type": "bool"
+                }
+            ],
+            "payable": false,
+            "stateMutability": "nonpayable",
+            "type": "function"
+        },
+        {
+            "constant": false,
+            "inputs": [
+                {
+                    "internalType": "address",
+                    "name": "newOwner",
+                    "type": "address"
+                }
+            ],
+            "name": "transferOwnership",
+            "outputs": [],
+            "payable": false,
+            "stateMutability": "nonpayable",
+            "type": "function"
+        }
+    ],
+    "maintoken_list": [
+        "0xbb4cdb9cbd36b01bd1cbaebf2de08d9173bc095c",
+        "0x55d398326f99059ff775485246999027b3197955"
+    ],
+    "zhuliutoken_nomain_list": [
+        "0x8b1f4432f943c465a973fedc6d7aa50fc96f1f65",
+        "0x2dff88a56767223a5529ea5960da7a3f5f766406",
+        "0x08a84af1368cd333073ac5dfb2254208e06b3a70",
+        "0x9b17baadf0f21f03e35249e0e59723f34994f806",
+        "0x8da443f84fea710266c8eb6bc34b71702d033ef2",
+        "0xb0d502e938ed5f4df2e681fe6e419ff29631d62b",
+        "0x8fff93e810a2edaafc326edee51071da9d398e83",
+        "0x371c7ec6d8039ff7933a2aa28eb827ffe1f52f07",
+        "0xbc7d6b50616989655afd682fb42743507003056d",
+        "0x1f9f6a696c6fd109cd3956f45dc709d2b3902163",
+        "0xeca88125a5adbe82614ffc12d0db554e2e2867c8",
+        "0xfe56d5892bdffc7bf58f2e84be1b2c32d21c308b",
+        "0x20ee7b720f4e4c4ffcb00c4065cdae55271aecca",
+        "0x1fc9004ec7e5722891f5f38bae7678efcb11d34d",
+        "0x42981d0bfbaf196529376ee702f2a9eb9092fcb5",
+        "0x039cb485212f996a9dbb85a9a75d898f94d38da6",
+        "0x949d48eca67b17269629c7194f4b727d4ef9e5d6",
+        "0x070a08beef8d36734dd67a491202ff35a6a16d97",
+        "0xa4080f1778e69467e905b8d6f72f6e441f9e9484",
+        "0xebd49b26169e1b52c04cfd19fcf289405df55f80",
+        "0xac51066d7bec65dc4589368da368b212745d63e8",
+        "0xaec945e04baf28b135fa7c640f624f8d90f1c3a6",
+        "0xaf53d56ff99f1322515e54fdde93ff8b3b7dafd5",
+        "0x1ae369a6ab222aff166325b7b87eb9af06c86e57"
+    ],
+    "exclude_public_router": [
+        "0x5d00661ea3c9b8f095520573b9b940b6febcfd8b",
+        "0x407993575c91ce7643a4d4ccacc9a98c36ee1bbe"
+    ],
+    "exclude_dalao_contract": [
+        "0x000000000e81357e5526767ed880dbc2f5872174",
+        "0x00000005e2d1eedc0aa31ad91f7aa4d5c61266a6",
+        "0x0000000006084a12714c9e17891abbbbf6684cdf",
+        "0x00000000d3cb6df5c2cc02945e81cbae1ec94449",
+        "0x00000000004712b0169adce3dcf583fada3dc0e0",
+        "0x0000000000275508225df0cca6a8a5ba83357a9a",
+        "0x0000000000b35ae47b12b8ccf2f8d51e208760c8",
+        "0x996730db3c8ef2aa6bfbd3fa9c99a8201f97a5db",
+        "0x89c050cd95c73a9354fcf02dca36e70d3cc8d200",
+        "0x6827ab5b01b02a594d9d36f2ffa787f6c7c5a72d",
+        "0xe92b4955cd62686c84cda5d3631e23dcd2f5072f",
+        "0xe36a3dd43334fe2e376440cfaabdbc503ff24f3b",
+        "0xb7674099fe229b3d9e3481820f3a45fd999f9617",
+        "0x9605c9945c4c69cc74afccca64244019c4b1c193",
+        "0x7bb05d74e7662f7a6713603a0fa6a4cb01efd3d0",
+        "0x1ec933a4a7321586789b58ed513165d25fe1cf7c"
+    ],
+    "excutor_router_list": [
+        "0xa60d2e45d0f28ecc35648ff741f050d0a08fff22",
+        "0x4f6bf6548dccaa0c519bb34f953dc6376e38c5a"
+    ],
+    "three_public_router_str2list_dict": {
+        "0x881d": [
+            "0x881d65d0f5c18b1ba0d255b1b4b35afa4eb808b2"
+        ],
+        "0xf7fa": [
+            "0xf7fa7dd3fb0cb00f994fcca434f9796d9f803ab4"
+        ],
+        "0x64c7": [
+            "0x64c7f3c2c19b41a6ad67bb5f4edc8edbb3284f34"
+        ],
+        "0xd7f1": [
+            "0xd7f1dd5d49206349cae8b585fcb0ce3d96f1696f"
+        ],
+        "0x36b2": [
+            "0x36b26710bb51a49783ad892d607c139e726e7252"
+        ],
+        "0x286c": [
+            "0x286c3bead28b45a519c9f477ccf5e8ae7d92033d"
+        ],
+        "0x58da": [
+            "0x58da90a5c604ef7c1a520bc5f8cb327524799995"
+        ],
+        "0xeddb": [
+            "0xeddb16da43daed83158417955dc0c402c61e7e7d"
+        ],
+        "0xd669": [
+            "0xd669b935419ea11f5a691bff056a269170c166e8"
+        ],
+        "0x8ebe": [
+            "0x8ebe4739c6dac25949b541c60a306758e916bd3c"
+        ],
+        "0xcecc": [
+            "0xcecce97529effc360f68b3f26eef4ad74ebf5705",
+            "0xa60d2e45d0f28ecc35648ff741f050d0a08fff22",
+            "0x4f6bf6548dccaa0c519bb34f953dc6376e38c5a"
+        ],
+        "0x9256": [
+            "0x9256f1033f81e13e6918db931d0b9dc50889df51"
+        ],
+        "0x1584": [
+            "0x15844509968d85d1b25b4a7fc86affb557083cc8"
+        ],
+        "0x8a49": [
+            "0x8a49eabcc73251ae3b20fa9c98b48fe02584dc59"
+        ],
+        "0xf040": [
+            "0xf040118d0f2abb2f96af89435d9bcc53c7df3221"
+        ],
+        "0xdb5d": [
+            "0xdb5d5c30e150a972e087600951af962753d878ab"
+        ],
+        "0x0a68": [
+            "0x0a682be35dbab58b7d68177c49770f3e8ab3f3e4"
+        ],
+        "BitKeepSRV2": [
+            "0xd1ca1f4dbb645710f5d5a9917aa984a47524f49a",
+            "0x2f2dd99235cb728fc79af575f1325eaa270f0c99",
+            "0xe37e799d5077682fa0a244d46e5649f71457bd09",
+            "0x7d16053f9985c42fbaabd3e35ed33f486e256b02",
+            "0x4c52f61212f9e36922ab78aab250f1a2f000d93c"
+        ],
+        "KyberSMetaARV2": [
+            "0x6131b5fae19ea4f9d964eac0408e4408b66337b5",
+            "0xf081470f5c6fbccf48cc4e5b82dd926409dcdd67",
+            "0x7d16053f9985c42fbaabd3e35ed33f486e256b02"
+        ],
+        "OKX_AR": [
+            "0x9333c74bdd1e118634fe5664aca7a9710b108bab",
+            "0xa96a96669295e85af046026bf714a26e84096889"
+        ],
+        "TransitSRV4": [
+            "0xb45a2dda996c32e93b8c47098e90ed0e7ab18e39",
+            "0x661d4d4785c302a56d7cb8a92f130d319bc25e4a"
+        ],
+        "TransitSRV5": [
+            "0x00000047bb99ea4d791bb749d970de71ee0b1a34"
+        ],
+        "1inchARV3": [
+            "0x11111112542d85b3ef69ae05771c2dccff4faa26"
+        ],
+        "1inchARV4": [
+            "0x1111111254fb6c44bac0bed2854e76f90643097d"
+        ],
+        "1inchARV5": [
+            "0x1111111254eeb25477b68fb85ed929f73a960582"
+        ],
+        "MetaMaskSR": [
+            "0x1a1ec25dc08e98e5e93f1104b5e5cdd298707d31",
+            "0xc590175e458b83680867afd273527ff58f74c02b",
+            "0xf081470f5c6fbccf48cc4e5b82dd926409dcdd67"
+        ],
+        "FstSR": [
+            "0xb3ca4d73b1e0ea2c53b42173388cc01e1c226f40"
+        ],
+        "ZeroEx": [
+            "0xdef1c0ded9bec7f1a1670819833240f027b25eff"
+        ],
+        "ParaSRV5": [
+            "0xdef171fe48cf0115b1d80b88dc8eab59176fee57",
+            "0x53e693c6c7ffc4446c53b205cf513105bf140d7b"
+        ],
+        "DODOSR": [
+            "0x0656fd85364d03b103ceeda192fb2d3906a6ac15",
+            "0x6c1c420c04f4d563d6588a97693af902b87be5f1"
+        ],
+        "MdexSRold": [
+            "0x7dae51bd3e3376b8c7c4900e9107f12be3af1ba8"
+        ],
+        "MdexSRnew": [
+            "0x62c1a0d92b09d0912f7bb9c96c5ecdc7f2b87059"
+        ],
+        "0xf82c": [
+            "0xf82c5c56b8721356204fb0c0383195f806cd9563"
+        ],
+        "0x1f23": [
+            "0x1f23b383d9a4ead40de965ee47dd7d307abc8fcc"
+        ],
+        "0xf1ae": [
+            "0xf1aeeffcc93f1cb6e3fe5903c55af580c42529bd"
+        ],
+        "0x1a8f": [
+            "0x1a8f43e01b78979eb4ef7febec60f32c9a72f58e",
+            "0x86efb351b092a32d833a1ad7374d9bf0fc164aab",
+            "0x7d16053f9985c42fbaabd3e35ed33f486e256b02"
+        ],
+        "0xee6f": [
+            "0xee6f43faa8e8e2319f98a194a4d9d6fedb3edaf2"
+        ],
+        "0x6d02": [
+            "0x6d02f76a2f4a3ea81889a837f093783e64650d54"
+        ],
+        "0x1de6": [
+            "0x1de6b4d4cec3b6fa150380f42797bb4fccc7f7ce"
+        ],
+        "0x1991": [
+            "0x19919e33548bb85df7c4d9dbd468cd0b00571b1e"
+        ],
+        "0x2c9b": [
+            "0x2c9ba798d6f6a27dbe2e45db358f20477a0705d3"
+        ],
+        "0x81da": [
+            "0x81da6bcd98ae46621a1e9743a3f51b10b7e16d97"
+        ],
+        "0xab3e": [
+            "0xab3e6e0e76ac558afde881dcc9e5f8ada8f82802"
+        ],
+        "BoggedSR": [
+            "0xb099ed146fad4d0daa31e3810591fc0554af62bb",
+            "0xdf065366860afff21a737b6b32bc909819c9afeb"
+        ],
+        "0xd5a0": [
+            "0xd5a0f666875c7ad4b4a621eda19ae0c17ad1b7a9"
+        ],
+        "XXSR": [
+            "0x3a849487c0099240493b1786d2da042a4bf8d501"
+        ],
+        "0xebc2": [
+            "0xebc25c81050b22d765b39b8d17a3457404cfc4cd"
+        ],
+        "0x7014": [
+            "0x7014daf2fd59c4f2183fb48fb969d444e83fe1ec",
+            "0x4d8dcbe98771683fc3daa964360a11dd8f911bd1"
+        ],
+        "0xf0c5": [
+            "0xf0c59f8187206ce566866858a7b28c951e6829a3"
+        ],
+        "0x779a": [
+            "0x779a08ebc4f4284d48c0c843fd31d6821ad85ba3"
+        ],
+        "0xb962": [
+            "0xb962fdcb10502f1a7dc8778192d6b1d26ac1ebda"
+        ],
+        "0x0991": [
+            "0x09912f4b5b5cfd528da9bf204337dd1675b3e12c"
+        ],
+        "0xa43d": [
+            "0xa43d8cfa2ef660efe99490825332886b1fabaa77"
+        ],
+        "0xff42": [
+            "0xff42dfc39578f24cb64b0b29eaaa44bf8b5c4443"
+        ],
+        "0x341f": [
+            "0x341fb14a9d11771b81edda96cf63bc89fcf96adf"
+        ],
+        "0x7bd3": [
+            "0x7bd336d7d5172939961f6693ca5ed58ccab37f51"
+        ],
+        "0x8077": [
+            "0x8077d0007cda06f883ad0a2807753a1759b31590"
+        ],
+        "0x6223": [
+            "0x6223496b9247a12b0a105e98da80711b5594042c"
+        ],
+        "0x8203": [
+            "0x82035fd79113391892046172efd97ff7fdbbd1fd"
+        ]
+    },
+    "swapped_Router": {
+        "0x6131b5fae19ea4f9d964eac0408e4408b66337b5": "KyberSMetaARV2",
+        "0xb45a2dda996c32e93b8c47098e90ed0e7ab18e39": "TransitSRV4",
+        "0x00000047bb99ea4d791bb749d970de71ee0b1a34": "TransitSRV5",
+        "0x9333c74bdd1e118634fe5664aca7a9710b108bab": "OKX_AR",
+        "0x11111112542d85b3ef69ae05771c2dccff4faa26": "1inchARV3",
+        "0x1111111254fb6c44bac0bed2854e76f90643097d": "1inchARV4",
+        "0x224b239b8bb896f125bd77eb334e302a318d9e33": "SlingshotSR",
+        "0xdef1c0ded9bec7f1a1670819833240f027b25eff": "ZeroEx",
+        "0xdef171fe48cf0115b1d80b88dc8eab59176fee57": "ParaSRV5",
+        "0x0656fd85364d03b103ceeda192fb2d3906a6ac15": "DODOSR",
+        "0xf82c5c56b8721356204fb0c0383195f806cd9563": "0xf82c",
+        "0x1f23b383d9a4ead40de965ee47dd7d307abc8fcc": "0x1f23",
+        "0xee6f43faa8e8e2319f98a194a4d9d6fedb3edaf2": "0xee6f",
+        "0x6d02f76a2f4a3ea81889a837f093783e64650d54": "0x6d02",
+        "0x7014daf2fd59c4f2183fb48fb969d444e83fe1ec": "0x7014"
+    },
+    "swappedroutername2add_obj": {
+        "KyberSMetaARV2": "0x6131b5fae19ea4f9d964eac0408e4408b66337b5",
+        "TransitSRV4": "0xb45a2dda996c32e93b8c47098e90ed0e7ab18e39",
+        "TransitSRV5": "0x00000047bb99ea4d791bb749d970de71ee0b1a34",
+        "OKX_AR": "0x9333c74bdd1e118634fe5664aca7a9710b108bab",
+        "1inchARV3": "0x11111112542d85b3ef69ae05771c2dccff4faa26",
+        "1inchARV4": "0x1111111254fb6c44bac0bed2854e76f90643097d",
+        "SlingshotSR": "0x224b239b8bb896f125bd77eb334e302a318d9e33",
+        "ZeroEx": "0xdef1c0ded9bec7f1a1670819833240f027b25eff",
+        "ParaSRV5": "0xdef171fe48cf0115b1d80b88dc8eab59176fee57",
+        "DODOSR": "0x0656fd85364d03b103ceeda192fb2d3906a6ac15",
+        "0xf82c": "0xf82c5c56b8721356204fb0c0383195f806cd9563",
+        "0x1f23": "0x1f23b383d9a4ead40de965ee47dd7d307abc8fcc",
+        "0xee6f": "0xee6f43faa8e8e2319f98a194a4d9d6fedb3edaf2",
+        "0x6d02": "0x6d02f76a2f4a3ea81889a837f093783e64650d54",
+        "0x7014": "0x7014daf2fd59c4f2183fb48fb969d444e83fe1ec"
+    },
+    "swapped_nonan": [
+        "OKX_AR"
+    ],
+    "swappedrouter2topics0_obj": {
+        "KyberSMetaARV2": [
+            "0xd6d4f5681c246c9f42c203e287975af1601f8df8035a9251f79aab5c8f09e2f8",
+            1,
+            "Swapped(address sender,address srcToken,address dstToken,address dstReceiver,uint256 spentAmount,uint256 returnAmount)",
+            "Swapped(address,address,address,address,uint256,uint256)",
+            "Swapped(sender,srcToken,dstToken,dstReceiver,spentAmount,returnAmount)"
+        ],
+        "TransitSRV4": [
+            "0x7055e3d08e2c20429c6b162f3e3bee3f426d59896e66084c3580dc353e54129d",
+            4,
+            "Swapped(index_topic_1 address srcToken,index_topic_2 address dstToken,index_topic_3 address dstReceiver,address sender,bool feeMode,uint256 spentAmount,uint256 returnAmount,uint256 minReturnAmount,uint256 fee,uint256 toChainID,string channel,uint256 time)",
+            "Swapped(address,address,address,address,bool,uint256,uint256,uint256,uint256,uint256,string,uint256)",
+            "Swapped(srcToken,dstToken,dstReceiver,sender,feeMode,spentAmount,returnAmount,minReturnAmount,fee,toChainID,channel,time)"
+        ],
+        "TransitSRV5": [
+            "0x2251435bd151cd72851a82be055bf6d1c3d7f34d08d56493dddf874229b8e897",
+            4,
+            "Swapped(index_topic_1 address srcToken,index_topic_2 address dstToken,index_topic_3 address dstReceiver,uint256 spentAmount,uint256 returnAmount,uint256 toChainID,string channel)",
+            "Swapped(address,address,address,uint256,uint256,uint256,string)",
+            "Swapped(srcToken,dstToken,index_topic_3dstReceiver,spentAmount,returnAmount,toChainID,channel)"
+        ],
+        "OKX_AR": [
+            "0x1bb43f2da90e35f7b0cf38521ca95a49e68eb42fac49924930a5bd73cdf7576c",
+            1,
+            "Swapped(address srcToken,address dstToken,address dstReceiver,uint256 spentAmount,uint256 returnAmount)",
+            "Swapped(address,address,address,uint256,uint256)",
+            "Swapped(srcToken,dstToken,dstReceiver,spentAmount,returnAmount)"
+        ],
+        "1inchARV3": [
+            "0xd6d4f5681c246c9f42c203e287975af1601f8df8035a9251f79aab5c8f09e2f8",
+            1,
+            "Swapped(address sender,address srcToken,address dstToken,address dstReceiver,uint256 spentAmount,uint256 returnAmount)",
+            "Swapped(address,address,address,address,uint256,uint256)",
+            "Swapped(sender,srcToken,dstToken,dstReceiver,spentAmount,returnAmount)"
+        ],
+        "1inchARV4": [
+            "0xd6d4f5681c246c9f42c203e287975af1601f8df8035a9251f79aab5c8f09e2f8",
+            1,
+            "Swapped(address sender,address srcToken,address dstToken,address dstReceiver,uint256 spentAmount,uint256 returnAmount)",
+            "Swapped(address,address,address,address,uint256,uint256)",
+            "Swapped(sender,srcToken,dstToken,dstReceiver,spentAmount,returnAmount)"
+        ],
+        "SlingshotSR": [
+            "0x899a8968d68f840cf01fdaf129bf72e96ca51b8ecad8c4f7566938e7a2ba6bcf",
+            2,
+            "Swapped(index_topic_1 address dstReceiver,address srcToken,address dstToken,uint256 spentAmount,uint256 returnAmount)",
+            "Swapped(address,address,address,uint256,uint256)",
+            "Swapped(dstReceiver,srcToken,dstToken,spentAmount,returnAmount)"
+        ],
+        "ZeroEx": [
+            "0x0f6672f78a59ba8e5e5b5d38df3ebc67f3c792e2c9259b8d97d7f00dd78ba1b3",
+            2,
+            "Swapped(index_topic_1 address sender,address srcToken,address dstToken,uint256 spentAmount,uint256 returnAmount)",
+            "Swapped(address,address,address,uint256,uint256)",
+            "Swapped(sender,srcToken,dstToken,spentAmount,returnAmount)"
+        ],
+        "ParaSRV5": [
+            "0xe00361d207b252a464323eb23d45d42583e391f2031acdd2e9fa36efddd43cb0",
+            4,
+            "Swapped(bytes16 uuid,address partner,uint256 feePercent,address initiator,index_topic_1 address dstReceiver,index_topic_2 address srcToken,index_topic_3 address destToken,uint256 srcAmount,uint256 spentAmount,uint256 expectedAmount)",
+            "Swapped(bytes16,address,uint256,address,address,address,address,uint256,uint256,uint256)",
+            "Swapped(uuid,partner,feePercent,initiator,dstReceiver,srcToken,destToken,srcAmount,spentAmount,expectedAmount)"
+        ],
+        "DODOSR": [
+            "0x92ceb067a9883c85aba061e46b9edf505a0d6e81927c4b966ebed543a5221787",
+            1,
+            "Swapped(address srcToken,address dstToken,address sender,uint256 spentAmount,uint256 returnAmount)",
+            "Swapped(address,address,address,uint256,uint256)",
+            "Swapped(srcToken,dstToken,sender,spentAmount,returnAmount)"
+        ],
+        "0xf82c": [
+            "0x20efd6d5195b7b50273f01cd79a27989255356f9f13293edc53ee142accfdb75",
+            1,
+            "Swapped(address sender,address srcToken,address dstToken,address pool,uint256 spentAmount,uint256 returnAmount)",
+            "Swapped(address,address,address,address,uint256,uint256)",
+            "Swapped(sender,srcToken,dstToken,pool,spentAmount,returnAmount)"
+        ],
+        "0x1f23": [
+            "0x20efd6d5195b7b50273f01cd79a27989255356f9f13293edc53ee142accfdb75",
+            1,
+            "Swapped(address sender,address srcToken,address dstToken,address pool,uint256 spentAmount,uint256 returnAmount)",
+            "Swapped(address,address,address,address,uint256,uint256)",
+            "Swapped(sender,srcToken,dstToken,pool,spentAmount,returnAmount)"
+        ],
+        "0xee6f": [
+            "0x20efd6d5195b7b50273f01cd79a27989255356f9f13293edc53ee142accfdb75",
+            1,
+            "Swapped(address sender,address srcToken,address dstToken,address pool,uint256 spentAmount,uint256 returnAmount)",
+            "Swapped(address,address,address,address,uint256,uint256)",
+            "Swapped(sender,srcToken,dstToken,pool,spentAmount,returnAmount)"
+        ],
+        "0x6d02": [
+            "0x20efd6d5195b7b50273f01cd79a27989255356f9f13293edc53ee142accfdb75",
+            1,
+            "Swapped(address sender,address srcToken,address dstToken,address pool,uint256 spentAmount,uint256 returnAmount)",
+            "Swapped(address,address,address,address,uint256,uint256)",
+            "Swapped(sender,srcToken,dstToken,pool,spentAmount,returnAmount)"
+        ],
+        "0x7014": [
+            "0x7055e3d08e2c20429c6b162f3e3bee3f426d59896e66084c3580dc353e54129d",
+            4,
+            "Swapped(index_topic_1 address srcToken,index_topic_2 address dstToken,index_topic_3 address dstReceiver,address sender,bool feeMode,uint256 spentAmount,uint256 returnAmount,uint256 minReturnAmount,uint256 fee,uint256 toChainID,string channel,uint256 time)",
+            "Swapped(address,address,address,address,bool,uint256,uint256,uint256,uint256,uint256,string,uint256)",
+            "Swapped(srcToken,dstToken,dstReceiver,sender,feeMode,spentAmount,returnAmount,minReturnAmount,fee,toChainID,channel,time)"
+        ]
+    },
+    "swapped_topics0_obj": {
+        "Swapped(address,address,address,address,uint256,uint256)": "0xd6d4f5681c246c9f42c203e287975af1601f8df8035a9251f79aab5c8f09e2f8",
+        "Swapped(address,address,address,uint256,uint256)": "0x6782190c91d4a7e8ad2a867deed6ec0a970cab8ff137ae2bd4abd92b3810f4d3",
+        "Swapped(address,address,uint256,uint256)": "0xa078c4190abe07940190effc1846be0ccf03ad6007bc9e93f9697d0b460befbb",
+        "Swapped(bytes16,address,uint256,address,address,address,address,uint256,uint256,uint256)": "0xc2858b119a52c4d869da0ded84999010a910ac3d68c4982cfcb26678f519c624",
+        "Swapped(address,address,address,address,bool,uint256,uint256,uint256,uint256,uint256,string,uint256)": "0xcce4b7d6f238212bf8c88164cee0f80b164e39303601cd8244c0586b31c2aa91",
+        "Swapped(address,address,address,uint256,uint256,uint256,string)": "0x3f9865669a66391352d8bac674c04d64783a453699eb056be8c1e52b7a5802a8"
+    },
+    "swapped_eventhead_2abi_obj": {
+        "Swapped(address sender,address srcToken,address dstToken,address dstReceiver,uint256 spentAmount,uint256 returnAmount)": [
+            {
+                "anonymous": false,
+                "inputs": [
+                    {
+                        "indexed": false,
+                        "internalType": "address",
+                        "name": "sender",
+                        "type": "address"
+                    },
+                    {
+                        "indexed": false,
+                        "internalType": "contract IERC20",
+                        "name": "srcToken",
+                        "type": "address"
+                    },
+                    {
+                        "indexed": false,
+                        "internalType": "contract IERC20",
+                        "name": "dstToken",
+                        "type": "address"
+                    },
+                    {
+                        "indexed": false,
+                        "internalType": "address",
+                        "name": "dstReceiver",
+                        "type": "address"
+                    },
+                    {
+                        "indexed": false,
+                        "internalType": "uint256",
+                        "name": "spentAmount",
+                        "type": "uint256"
+                    },
+                    {
+                        "indexed": false,
+                        "internalType": "uint256",
+                        "name": "returnAmount",
+                        "type": "uint256"
+                    }
+                ],
+                "name": "Swapped",
+                "type": "event"
+            }
+        ],
+        "Swapped(address srcToken,address dstToken,address dstReceiver,uint256 spentAmount,uint256 returnAmount)": [
+            {
+                "anonymous": false,
+                "inputs": [
+                    {
+                        "indexed": false,
+                        "internalType": "address",
+                        "name": "srcToken",
+                        "type": "address"
+                    },
+                    {
+                        "indexed": false,
+                        "internalType": "address",
+                        "name": "dstToken",
+                        "type": "address"
+                    },
+                    {
+                        "indexed": false,
+                        "internalType": "address",
+                        "name": "dstReceiver",
+                        "type": "address"
+                    },
+                    {
+                        "indexed": false,
+                        "internalType": "uint256",
+                        "name": "spentAmount",
+                        "type": "uint256"
+                    },
+                    {
+                        "indexed": false,
+                        "internalType": "uint256",
+                        "name": "returnAmount",
+                        "type": "uint256"
+                    }
+                ],
+                "name": "Swapped",
+                "type": "event"
+            }
+        ],
+        "Swapped(address srcToken,address dstToken,uint256 spentAmount,uint256 returnAmount)": [
+            {
+                "anonymous": false,
+                "inputs": [
+                    {
+                        "indexed": false,
+                        "internalType": "address",
+                        "name": "srcToken",
+                        "type": "address"
+                    },
+                    {
+                        "indexed": false,
+                        "internalType": "address",
+                        "name": "dstToken",
+                        "type": "address"
+                    },
+                    {
+                        "indexed": false,
+                        "internalType": "uint256",
+                        "name": "spentAmount",
+                        "type": "uint256"
+                    },
+                    {
+                        "indexed": false,
+                        "internalType": "uint256",
+                        "name": "returnAmount",
+                        "type": "uint256"
+                    }
+                ],
+                "name": "Swapped",
+                "type": "event"
+            }
+        ],
+        "Swapped(index_topic_1 address dstReceiver,address srcToken,address dstToken,uint256 spentAmount,uint256 returnAmount)": [
+            {
+                "anonymous": false,
+                "inputs": [
+                    {
+                        "indexed": true,
+                        "internalType": "address",
+                        "name": "dstReceiver",
+                        "type": "address"
+                    },
+                    {
+                        "indexed": false,
+                        "internalType": "address",
+                        "name": "srcToken",
+                        "type": "address"
+                    },
+                    {
+                        "indexed": false,
+                        "internalType": "address",
+                        "name": "dstToken",
+                        "type": "address"
+                    },
+                    {
+                        "indexed": false,
+                        "internalType": "uint256",
+                        "name": "spentAmount",
+                        "type": "uint256"
+                    },
+                    {
+                        "indexed": false,
+                        "internalType": "uint256",
+                        "name": "returnAmount",
+                        "type": "uint256"
+                    }
+                ],
+                "name": "Swapped",
+                "type": "event"
+            }
+        ],
+        "Swapped(index_topic_1 address sender,address srcToken,address dstToken,uint256 spentAmount,uint256 returnAmount)": [
+            {
+                "anonymous": false,
+                "inputs": [
+                    {
+                        "indexed": true,
+                        "internalType": "address",
+                        "name": "sender",
+                        "type": "address"
+                    },
+                    {
+                        "indexed": false,
+                        "internalType": "address",
+                        "name": "srcToken",
+                        "type": "address"
+                    },
+                    {
+                        "indexed": false,
+                        "internalType": "address",
+                        "name": "dstToken",
+                        "type": "address"
+                    },
+                    {
+                        "indexed": false,
+                        "internalType": "uint256",
+                        "name": "spentAmount",
+                        "type": "uint256"
+                    },
+                    {
+                        "indexed": false,
+                        "internalType": "uint256",
+                        "name": "returnAmount",
+                        "type": "uint256"
+                    }
+                ],
+                "name": "Swapped",
+                "type": "event"
+            }
+        ],
+        "Swapped(bytes16 uuid,address partner,uint256 feePercent,address initiator,index_topic_1 address dstReceiver,index_topic_2 address srcToken,index_topic_3 address destToken,uint256 srcAmount,uint256 spentAmount,uint256 expectedAmount)": [
+            {
+                "anonymous": false,
+                "inputs": [
+                    {
+                        "indexed": false,
+                        "internalType": "bytes16",
+                        "name": "uuid",
+                        "type": "bytes16"
+                    },
+                    {
+                        "indexed": false,
+                        "internalType": "address",
+                        "name": "partner",
+                        "type": "address"
+                    },
+                    {
+                        "indexed": false,
+                        "internalType": "uint256",
+                        "name": "feePercent",
+                        "type": "uint256"
+                    },
+                    {
+                        "indexed": false,
+                        "internalType": "address",
+                        "name": "initiator",
+                        "type": "address"
+                    },
+                    {
+                        "indexed": true,
+                        "internalType": "address",
+                        "name": "dstReceiver",
+                        "type": "address"
+                    },
+                    {
+                        "indexed": true,
+                        "internalType": "address",
+                        "name": "srcToken",
+                        "type": "address"
+                    },
+                    {
+                        "indexed": true,
+                        "internalType": "address",
+                        "name": "dstToken",
+                        "type": "address"
+                    },
+                    {
+                        "indexed": false,
+                        "internalType": "uint256",
+                        "name": "spentAmount",
+                        "type": "uint256"
+                    },
+                    {
+                        "indexed": false,
+                        "internalType": "uint256",
+                        "name": "returnAmount",
+                        "type": "uint256"
+                    },
+                    {
+                        "indexed": false,
+                        "internalType": "uint256",
+                        "name": "expectedAmount",
+                        "type": "uint256"
+                    }
+                ],
+                "name": "Swapped",
+                "type": "event"
+            }
+        ],
+        "Swapped(address srcToken,address dstToken,address sender,uint256 spentAmount,uint256 returnAmount)": [
+            {
+                "anonymous": false,
+                "inputs": [
+                    {
+                        "indexed": false,
+                        "internalType": "address",
+                        "name": "srcToken",
+                        "type": "address"
+                    },
+                    {
+                        "indexed": false,
+                        "internalType": "address",
+                        "name": "dstToken",
+                        "type": "address"
+                    },
+                    {
+                        "indexed": false,
+                        "internalType": "address",
+                        "name": "sender",
+                        "type": "address"
+                    },
+                    {
+                        "indexed": false,
+                        "internalType": "uint256",
+                        "name": "spentAmount",
+                        "type": "uint256"
+                    },
+                    {
+                        "indexed": false,
+                        "internalType": "uint256",
+                        "name": "returnAmount",
+                        "type": "uint256"
+                    }
+                ],
+                "name": "Swapped",
+                "type": "event"
+            }
+        ],
+        "Swapped(index_topic_1 address srcToken,index_topic_2 address dstToken,index_topic_3 address dstReceiver,address sender,bool feeMode,uint256 spentAmount,uint256 returnAmount,uint256 minReturnAmount,uint256 fee,uint256 toChainID,string channel,uint256 time)": [
+            {
+                "anonymous": false,
+                "inputs": [
+                    {
+                        "indexed": true,
+                        "internalType": "address",
+                        "name": "srcToken",
+                        "type": "address"
+                    },
+                    {
+                        "indexed": true,
+                        "internalType": "address",
+                        "name": "dstToken",
+                        "type": "address"
+                    },
+                    {
+                        "indexed": true,
+                        "internalType": "address",
+                        "name": "dstReceiver",
+                        "type": "address"
+                    },
+                    {
+                        "indexed": false,
+                        "internalType": "address",
+                        "name": "trader",
+                        "type": "address"
+                    },
+                    {
+                        "indexed": false,
+                        "internalType": "bool",
+                        "name": "feeMode",
+                        "type": "bool"
+                    },
+                    {
+                        "indexed": false,
+                        "internalType": "uint256",
+                        "name": "spentAmount",
+                        "type": "uint256"
+                    },
+                    {
+                        "indexed": false,
+                        "internalType": "uint256",
+                        "name": "returnAmount",
+                        "type": "uint256"
+                    },
+                    {
+                        "indexed": false,
+                        "internalType": "uint256",
+                        "name": "minReturnAmount",
+                        "type": "uint256"
+                    },
+                    {
+                        "indexed": false,
+                        "internalType": "uint256",
+                        "name": "fee",
+                        "type": "uint256"
+                    },
+                    {
+                        "indexed": false,
+                        "internalType": "uint256",
+                        "name": "toChainID",
+                        "type": "uint256"
+                    },
+                    {
+                        "indexed": false,
+                        "internalType": "string",
+                        "name": "channel",
+                        "type": "string"
+                    },
+                    {
+                        "indexed": false,
+                        "internalType": "uint256",
+                        "name": "time",
+                        "type": "uint256"
+                    }
+                ],
+                "name": "Swapped",
+                "type": "event"
+            }
+        ],
+        "Swapped(index_topic_1 address srcToken,index_topic_2 address dstToken,index_topic_3 address dstReceiver,uint256 spentAmount,uint256 returnAmount,uint256 toChainID,string channel)": [
+            {
+                "anonymous": false,
+                "inputs": [
+                    {
+                        "indexed": true,
+                        "internalType": "address",
+                        "name": "srcToken",
+                        "type": "address"
+                    },
+                    {
+                        "indexed": true,
+                        "internalType": "address",
+                        "name": "dstToken",
+                        "type": "address"
+                    },
+                    {
+                        "indexed": true,
+                        "internalType": "address",
+                        "name": "dstReceiver",
+                        "type": "address"
+                    },
+                    {
+                        "indexed": false,
+                        "internalType": "uint256",
+                        "name": "spentAmount",
+                        "type": "uint256"
+                    },
+                    {
+                        "indexed": false,
+                        "internalType": "uint256",
+                        "name": "returnAmount",
+                        "type": "uint256"
+                    },
+                    {
+                        "indexed": false,
+                        "internalType": "uint256",
+                        "name": "toChainID",
+                        "type": "uint256"
+                    },
+                    {
+                        "indexed": false,
+                        "internalType": "string",
+                        "name": "channel",
+                        "type": "string"
+                    }
+                ],
+                "name": "Swapped",
+                "type": "event"
+            }
+        ],
+        "Swapped(address sender,address srcToken,address dstToken,address pool,uint256 spentAmount,uint256 returnAmount)": [
+            {
+                "anonymous": false,
+                "inputs": [
+                    {
+                        "indexed": false,
+                        "internalType": "address",
+                        "name": "sender",
+                        "type": "address"
+                    },
+                    {
+                        "indexed": false,
+                        "internalType": "contract IERC20",
+                        "name": "srcToken",
+                        "type": "address"
+                    },
+                    {
+                        "indexed": false,
+                        "internalType": "contract IERC20",
+                        "name": "dstToken",
+                        "type": "address"
+                    },
+                    {
+                        "indexed": false,
+                        "internalType": "address",
+                        "name": "pool",
+                        "type": "address"
+                    },
+                    {
+                        "indexed": false,
+                        "internalType": "uint256",
+                        "name": "spentAmount",
+                        "type": "uint256"
+                    },
+                    {
+                        "indexed": false,
+                        "internalType": "uint256",
+                        "name": "returnAmount",
+                        "type": "uint256"
+                    }
+                ],
+                "name": "Swapped",
+                "type": "event"
+            }
+        ]
+    },
+    "txlist_noinputfunctionname_columns": [
+        "blockNumber",
+        "timeStamp",
+        "hash",
+        "blockHash",
+        "transactionIndex",
+        "from",
+        "to",
+        "value",
+        "gasPrice",
+        "contractAddress",
+        "methodId"
+    ],
+    "txlist_columns": [
+        "blockNumber",
+        "timeStamp",
+        "hash",
+        "blockHash",
+        "transactionIndex",
+        "from",
+        "to",
+        "value",
+        "gasPrice",
+        "contractAddress",
+        "methodId",
+        "functionName",
+        "input"
+    ],
+    "txlistinternal_columns": [
+        "blockNumber",
+        "timeStamp",
+        "hash",
+        "from",
+        "to",
+        "value",
+        "contractAddress",
+        "input",
+        "type"
+    ],
+    "containtracegas_txlistinternal_columns": [
+        "blockNumber",
+        "timeStamp",
+        "hash",
+        "from",
+        "to",
+        "value",
+        "contractAddress",
+        "input",
+        "type",
+        "gas",
+        "gasUsed",
+        "traceId"
+    ],
+    "tokentx_columns": [
+        "blockNumber",
+        "timeStamp",
+        "hash",
+        "blockHash",
+        "from",
+        "contractAddress",
+        "to",
+        "value",
+        "tokenName",
+        "tokenSymbol",
+        "tokenDecimal",
+        "gasPrice"
+    ],
+    "contract_tokentx_columns": [
+        "blockNumber",
+        "timeStamp",
+        "hash"
+    ],
+    "bigamount_offsettimes_max": 10,
+    "biaoshi_specialadds": "specialadds",
+    "paircsvname": "Bsc_06201304new_pairs.csv",
+    "bnbprice": 600,
+    "biaoshi": "20240310",
+    "startdate": "2024-03-10T00:00:00Z",
+    "enddate": "2024-03-11T00:00:00Z"
+}

src/librarydata/contracttokentx/0x4e6221c07dae8d3460a46fa01779cf17fdd72ad8.csv

@@ -0,0 +1,168 @@
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src/librarydata/tokens.csv

@@ -0,0 +1,3 @@
+contractaddress,startdate,enddate,startblock,endblock
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src/librarydata/tokens_ori.csv

@@ -0,0 +1,5 @@
+contractaddress,startdate,enddate,startblock,endblock
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