As a programmer, I've encountered a problem with the data flow algorithm in my code. I have a for loop that processes a large amount of data, but it seems to slow down significantly as the loop progresses. I suspect this is due to a bottleneck in my algorithm, where a lack of resources or inefficiency in my code limits the processing time.
Here's an example of the problematic code:
for i in range(10000000):
# process data
data = fetch_data()
result = process_data(data)
I need to find a way to optimize the processing time so that my algorithm can handle a large amount of data efficiently. I've tried reading this site about the dataflow but I need more support can someone help me?