deepseek-ai/DeepEP

Pattern Findings

59 matches across 8 categories. Click a row to expand file-level details.

Hyper-Verbose Identifiers19 hits · 20 pts

Severity	File	Line	Snippet
LOW	setup.py	42	def get_nvshmem_host_lib_name(base_dir):
LOW	deep_ep/buffers/legacy.py	176	def get_low_latency_rdma_size_hint(num_max_dispatch_tokens_per_rank: int, hidden: int, num_ranks: int, num_experts:
LOW	deep_ep/buffers/legacy.py	672	def low_latency_update_mask_buffer(self, rank_to_mask: int, mask: bool = False):
LOW	deep_ep/buffers/legacy.py	683	def low_latency_query_mask_buffer(self, mask_status: torch.Tensor):
LOW	deep_ep/buffers/legacy.py	693	def low_latency_clean_mask_buffer(self):
LOW	deep_ep/buffers/legacy.py	700	def get_next_low_latency_combine_buffer(self, handle: object):
LOW	deep_ep/buffers/elastic.py	281	def get_engram_storage_size_hint(num_entries: int, hidden: int,
LOW	deep_ep/buffers/elastic.py	330	def get_agrs_num_max_session_bytes(group: dist.ProcessGroup,
LOW	deep_ep/buffers/elastic.py	351	def get_agrs_buffer_size_hint(group: dist.ProcessGroup,
LOW	deep_ep/utils/envs.py	183	def check_torch_deterministic() -> None:
LOW	deep_ep/utils/envs.py	223	def check_fast_rdma_atomic_support(nic_name: str = _DEFAULT_NIC_NAME) -> bool:
LOW	deep_ep/utils/comm.py	74	def destroy_all_managed_nccl_comm() -> None:
LOW	deep_ep/utils/gate.py	116	def get_precise_unbalanced_scores(num_tokens: int, num_experts: int, num_ranks: int, num_topk: int, ratio: float):
LOW	deep_ep/utils/gate.py	148	def map_unbalanced_ratio_to_factor(num_tokens: int, num_experts: int, num_ranks: int, num_topk: int, ratio: float) -> fl
LOW	deep_ep/utils/gate.py	167	def get_random_unbalanced_scores(num_tokens: int, num_experts: int, num_ranks: int, num_topk: int, ratio: float):
LOW	deep_ep/utils/refs.py	126	def generate_pre_combine_data(src_token_global_idx: torch.Tensor,
LOW	tests/elastic/test_ep.py	279	def get_unique_and_valid_dst_count(dst_idx: torch.Tensor,
LOW	tests/legacy/test_low_latency.py	14	def simulate_failure_and_skip(rank: int, api: Literal["dispatch", "combine", "clean"], expected_masked_ranks: Set[int]):
LOW	tests/legacy/test_low_latency.py	33	def query_mask_buffer_and_check(api: Literal["dispatch", "combine", "clean"], buffer: deep_ep.Buffer, mask_status: torch

Unused Imports13 hits · 13 pts

Severity	File	Line
LOW	deep_ep/__init__.py	5
LOW	deep_ep/__init__.py	88
LOW	deep_ep/__init__.py	89
LOW	deep_ep/__init__.py	89
LOW	deep_ep/__init__.py	91
LOW	deep_ep/__init__.py	91
LOW	deep_ep/__init__.py	92
LOW	deep_ep/__init__.py	92
LOW	deep_ep/__init__.py	95
LOW	deep_ep/__init__.py	95
LOW	deep_ep/buffers/elastic.py	5
LOW	deep_ep/utils/__init__.py	3
LOW	tests/elastic/test_agrs.py	2

Deep Nesting11 hits · 11 pts

Severity	File	Line
LOW	deep_ep/utils/envs.py	145
LOW	deep_ep/utils/testing.py	111
LOW	deep_ep/utils/find_pkgs.py	8
LOW	tests/elastic/test_ep.py	22
LOW	tests/elastic/test_ep.py	59
LOW	tests/elastic/test_agrs.py	89
LOW	tests/legacy/test_low_latency.py	39
LOW	tests/legacy/test_intranode.py	17
LOW	tests/legacy/test_internode.py	18
LOW	tests/legacy/test_internode.py	318
LOW	tests/utils/test_gate.py	7

Over-Commented Block8 hits · 8 pts

Severity	File	Line	Snippet
LOW	format.sh	1	#!/usr/bin/env bash
LOW	csrc/python_api.cpp	1	#include <pybind11/pybind11.h>
LOW	csrc/kernels/elastic/api.hpp	1	#pragma once
LOW	csrc/elastic/buffer.hpp	1	#pragma once
LOW	csrc/legacy/buffer.hpp	1	#pragma once
LOW	csrc/utils/system.hpp	1	#pragma once
LOW	csrc/utils/format.hpp	1	#pragma once
LOW	csrc/jit/compiler.hpp	1	#pragma once

Self-Referential Comments2 hits · 6 pts

Severity	File	Line	Snippet
MEDIUM	deep_ep/utils/comm.py	68	# Create a new communicator
MEDIUM	deep_ep/utils/gate.py	20	# Create the mask

Excessive Try-Catch Wrapping4 hits · 4 pts

Severity	File	Line	Snippet
LOW	deep_ep/__init__.py	38	except Exception:
LOW	deep_ep/utils/envs.py	217	except Exception as e:
LOW	deep_ep/utils/envs.py	241	except Exception:
LOW	deep_ep/utils/envs.py	266	except Exception as e:

Example Usage Blocks1 hit · 2 pts

Severity	File	Line	Snippet
LOW	format.sh	2	# Usage:

Redundant / Tautological Comments1 hit · 2 pts

Severity	File	Line	Snippet
LOW	format.sh	179	# Check if there are any uncommitted changes after all formatting steps.

Score History

Severity Breakdown

Pattern Findings