Here’s an article that explains when
debugging the Ethereum Trading Bot with Backtrader
As a development, it can be frustrating when dealing with errors and bugs. ‘NoneType’ object has no attibute ‘_id’error that you're experience.
What is theAttributeError: ‘NoneType’ object has no Attribute ‘_id’Error?
. In this case, the_idAttribute of a none value is causing the issue.
POSSIBLE CAUSES:
There are several reasons why this error might be occurring in your backtrader script. Here are some possible causes and solutions:
1.
IncorRect Variable Initialization
Make sure that you're initializing variables correctly before trying to access them.
python
Backtrader AS BT
Initialize the cerebro object
cerebro = bt.cerebro ()
2.
Missing Import Statements
Ensure that all necessary imports are included in your code.
Importing Constant
(Optional)
If you are using a recent version of Backtrader
`python
from _BackTrader_.Constant Import Constant
3.
IncorRect Data Initialization
Check if your data initialization is correct. In Backtrader, the _data
Attribute of a cerebro object should contain a list or pandas dataframe representing historical prices.
Example correct initialization
Here’s an example of how to initialize _data
with historical prices:
`python
Class Strategy (Bt.Str a
def __init __ (self):
self.data = bt.feeds.pandasdata (dataname = 'yahoo', fromdate = '1995-01-01', todate = '2022-02-26')
4.
Missing Cerebro Object Initialization
Ensure that the _cerebro
object is initialized before trying to access its methods.
Example correct initialization
Here’s an example of how to initialize the _cerebro
object:
`python
Class Strategy (Bt.Str a
def __init __ (self):
Super (Strategy, Self) .__ Init __ ()
cerebro = bt.cerebro ()
5.
Error in data processing
Check if there are any errors processing your data. OCCUR:
`python
Class Strategy (Bt.Str a
def __init __ (self):
Super (Strategy, Self) .__ Init __ ()
try:
cerebro.add-dat (self.data)
cerebro.run ()
Except exception as e:
Print (F "Error Processing Data: {E}")
Conclusion
The AttributeError: 'NoneType' object has no Attribute '_id'
Error can occur due to various reasons such as incorrecting variable initialization, missing import statements, or errors in data processing. By following the steps outlined above and checking for any potential issues, you should
Example Code
Here’s an example code snippet that demonstrates how to fix the AttributeError
using the corrected variable initialization:
“ python
Backtrader AS BT
Class Strategy (Bt.Str a
def __init __ (self):
cerebro = bt.cerebro ()
self.data = bt.feeds.pandasdata (dataname = ‘yahoo’, fromdate = ‘1995-01-01’, todate = ‘2022-02-26’)
cerebro.add-dat (self.data)
cerebro.run ()
Create and Start a New Backtrader Session
cerebro = bt.cerebro ()
strategist = strategy ()
cerebro.adddata (strategist)
cerebro.