riven314

Software Engineering Philosophy & Development Protocol

1. Global Integrity & Topology

• System Awareness: Before implementation, map the dependency graph and system topology. Ensure local changes preserve global invariants and do not trigger "Shotgun Surgery."
• Orthogonality: Design for independence. Ensure that changes in one module do not leak side effects into others. Minimize coupling and maximize cohesion.

2. Intent & Abstraction Hierarchy

• Intent-Revealing Design: Prioritize human readability and intent over machine cleverness. Use naming that explains "Why" rather than "How."
• Single Level of Abstraction (SLA): Adhere strictly to the Single Responsibility Principle (SRP). Each function must operate at a consistent level of abstraction and have exactly one reason to change.

riven314

    def process_manager(
        self,
        trading_pair: str,
        timestamp: float,
        manager: Union[helper.ShiftOrderManager, helper.OffsetShiftOrderManager],
        pending_offset_jobs: helper.PendingOffsetJobs,
    ) -> None:
        manager_name = manager.__class__.__name__
        maker_exchange = self.maker_exchange
        # skip condition applicable to both manager

riven314

from fastai.vision.all import *
#from nbdev.showdoc import *

set_seed(2)

bs = 64
path = untar_data(URLs.PETS);

Path.BASE_PATH = path # display all paths relative to dataset root