Home / juicedata / juicefs
AI Slop Code Risk Monitor

juicedata/juicefs

SlopCodeMonitor badge for juicedata/juicefs Adjusted legacy signal; badge bands: 25 / 50 / 75 (different from dashboard bands).

JuiceFS is a distributed POSIX file system built on top of Redis and S3.

1.7 Low pattern signal View on GitHub

Open-Source Code Quality, Security and Technical Debt Review

This report summarizes scanner evidence for juicedata/juicefs, a Go project with 14,595 GitHub stars. SynthScan examined 251,318 lines of code across 811 source files, recording 319 pattern matches distributed across 13 syntactic categories. The legacy adjusted pattern signal is 1.7 (Low pattern signal); it is not an authorship estimate.

Use the findings to ask whether maintainers can explain intent, verify dependencies, simplify unnecessary scaffolding, and focus review effort. Risk Payload v1 adds ownership, supply-chain, over-engineering, and review-effort vectors when available. These are prompts for human verification, not probabilities, security findings, or measured maintenance costs.

1.7
Adjusted Signal
1.7
Raw Pattern Score
100%
Time Factor
2026-10-30
Last Push
14.6K
Stars
Go
Language
251.3K
Lines of Code
811
Files
319
Pattern Hits
2026-10-31
Scan Date
0.00
HC Hit Rate

Risk Review · Payload v1

Use each vector to guide manual verification of the underlying findings.

Payload schema: 1.0.0 · Engine: 2.0.0 · Scoring: heuristic-density-v1 · Scan date: 2026-10-31.

Cognitive Ownership Risk 5.1/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 199 finding(s).

Hallucinated Dependency & Supply Chain Risk 1.6/100 · LOW

Are imports declared and package/API names verified? 81 finding(s).

Agent Over-Engineering Ratio 2.7/100 · LOW

Are wrappers, guards, and repeated structures necessary? 103 finding(s).

PR Review Velocity Impact 7.7/100 · LOW

Which changes need focused human review? 319 finding(s).

What These Metrics Mean

Adjusted Signal
Legacy pattern score normalized per 1,000 scanned lines and multiplied by the repository-level time factor. It is not an estimate of AI authorship.
Raw Pattern Score
Sum of severity- and context-weighted pattern findings before applying the time factor.
Time Factor
A coarse multiplier based on repository last-push metadata. It does not identify when individual code was written.
Pattern Hits
Count of configured pattern findings. Review each location and surrounding code before acting.
HC Hit Rate
High- and critical-severity findings per scanned file. Severity is a configured detector weight, not proof of a vulnerability or authorship.
Lines / Files
Scan coverage denominators used by the legacy normalized score.

Pattern-Signal History

This chart tracks the legacy adjusted pattern score across scan runs. Changes can reflect source changes, scan coverage, or detector/scoring versions; they do not measure AI adoption or prove that a team refactored code. Compare runs only when their scoring versions are compatible. The dashed line tracks the raw pattern-hit count.

Severity Breakdown

Groups findings by configured severity weight. Severity is not a confidence estimate, security rating, or proof that a package is missing. Verify imports against the project's manifests and inspect each finding in its local design context.

CRITICAL 0HIGH 4MEDIUM 31LOW 284

Directory Score Breakdown

This horizontal bar chart shows where configured pattern scores accumulate across directories. Treat the bars as locations to inspect, not as evidence of authorship or code quality. Use the file-level findings to decide whether a directory needs a focused ownership, dependency, complexity, or review check.

Pattern Findings

The scanner identified 319 distinct pattern matches across 13 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a detector match to inspect in context. Expand any category row to inspect the individual file paths, line numbers, code snippets, and the lexical context (CODE, COMMENT, or STRING) in which each match was detected.

Reading the findings table: The Severity column indicates the configured finding weight (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — legacy comment-context matches receive a ×1.5 score weight. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier under the legacy scoring model.

Self-Referential Comments19 hits · 70 pts
SeverityFileLineSnippetContext
MEDIUM⚡cmd/format.go65# Create a simple test volume (data will be stored in a local directory)COMMENT
MEDIUM⚡cmd/format.go68# Create a volume with Redis and S3COMMENT
MEDIUM⚡cmd/format.go71# Create a volume with password protected MySQLCOMMENT
MEDIUM⚡cmd/format.go76# Create a volume with "quota" enabledCOMMENT
MEDIUM⚡cmd/format.go79# Create a volume with "trash" disabledCOMMENT
MEDIUMintegration/s3gateway_test.sh605 # Create a multipart struct file for completing multipart transactionCOMMENT
MEDIUMintegration/s3gateway_test.sh708 # Create a multipart struct file for completing multipart transactionCOMMENT
MEDIUMintegration/s3gateway_test.sh1176 # Create a multipart struct file for completing multipart transactionCOMMENT
MEDIUMintegration/s3gateway_test.sh1690 # Create a multipart struct file for completing multipart transactionCOMMENT
MEDIUMintegration/s3gateway_test.sh2012 # Create a multipart struct file for completing multipart transactionCOMMENT
MEDIUM.github/scripts/apt_install.sh8# Define a function to run a command and check the return codeCOMMENT
MEDIUM⚡.github/scripts/hypo/common.py49 # Create a logger objectCOMMENT
MEDIUM⚡.github/scripts/hypo/common.py54 # Create a file handler for the loggerCOMMENT
MEDIUM⚡.github/scripts/hypo/common.py57 # Create a stream handler for the loggerCOMMENT
MEDIUM⚡.github/scripts/hypo/common.py60 # Create a formatter for the log messagesCOMMENT
MEDIUM.github/scripts/command/tier.sh1229 # Create a deep directory tree with files at every levelCOMMENT
MEDIUM.github/scripts/perf/ai_format_benchmark.py472 # Create a simple ONNX modelCOMMENT
MEDIUM.github/scripts/perf/ai_format_benchmark.py479 # Create a simple graphCOMMENT
MEDIUM.github/scripts/perf/ai_format_benchmark.py628 # Create a simple modelCOMMENT
Unused Imports66 hits · 63 pts
SeverityFileLineSnippetContext
LOWsdk/python/examples/fsspec/main.py5CODE
LOWsdk/python/examples/ffrecord/dataset.py21CODE
LOWsdk/python/examples/ffrecord/dataloader.py16CODE
LOWsdk/python/examples/ffrecord/dataloader.py17CODE
LOWsdk/python/examples/ffrecord/dataloader.py17CODE
LOWsdk/python/examples/ffrecord/dataloader.py17CODE
LOWsdk/python/examples/ffrecord/dataloader.py18CODE
LOWsdk/python/examples/ffrecord/filereader.py23CODE
LOWsdk/python/examples/ffrecord/filereader.py26CODE
LOWsdk/python/examples/ffrecord/filereader.py27CODE
LOWsdk/python/examples/ffrecord/filereader.py29CODE
LOWsdk/python/juicefs/tests/test.py6CODE
LOWsdk/python/juicefs/juicefs/__init__.py1CODE
LOWsdk/python/juicefs/juicefs/juicefs.py29CODE
LOW.github/scripts/flush_meta.py2CODE
LOW.github/scripts/flush_meta.py3CODE
LOW.github/scripts/flush_meta.py4CODE
LOW.github/scripts/fsrand.py39CODE
LOW.github/scripts/testVersionCompatible.py6CODE
LOW.github/scripts/testVersionCompatible.py9CODE
LOW.github/scripts/testVersionCompatible.py13CODE
LOW.github/scripts/testVersionCompatible.py16CODE
LOW.github/scripts/testVersionCompatible.py29CODE
LOW.github/scripts/testVersionCompatible.py30CODE
LOW.github/scripts/testVersionCompatible.py31CODE
LOW.github/scripts/wins_fs_test.py2CODE
LOW.github/scripts/wins_fs_test.py3CODE
LOW.github/scripts/hypo/sync.py9CODE
LOW.github/scripts/hypo/sync.py10CODE
LOW.github/scripts/hypo/sync.py10CODE
LOW.github/scripts/hypo/sync.py10CODE
LOW.github/scripts/hypo/sync.py12CODE
LOW.github/scripts/hypo/fs_test.py1CODE
LOW.github/scripts/hypo/file_op.py5CODE
LOW.github/scripts/hypo/file_op.py7CODE
LOW.github/scripts/hypo/file_op.py15CODE
LOW.github/scripts/hypo/file_op.py16CODE
LOW.github/scripts/hypo/file_op.py17CODE
LOW.github/scripts/hypo/file_op.py25CODE
LOW.github/scripts/hypo/command.py4CODE
LOW.github/scripts/hypo/command.py15CODE
LOW.github/scripts/hypo/command.py28CODE
LOW.github/scripts/hypo/command.py29CODE
LOW.github/scripts/hypo/command.py29CODE
LOW.github/scripts/hypo/command.py34CODE
LOW.github/scripts/hypo/s3_op.py23CODE
LOW.github/scripts/hypo/file.py2CODE
LOW.github/scripts/hypo/file.py12CODE
LOW.github/scripts/hypo/file.py16CODE
LOW.github/scripts/hypo/file.py19CODE
LOW.github/scripts/hypo/fs.py16CODE
LOW.github/scripts/hypo/fs_op.py15CODE
LOW.github/scripts/hypo/s3_test.py3CODE
LOW.github/scripts/hypo/s3.py5CODE
LOW.github/scripts/hypo/s3.py18CODE
LOW.github/scripts/hypo/s3.py19CODE
LOW.github/scripts/pysdk/pysdk_test.py9CODE
LOW.github/scripts/mutate/modify_sdk_pom.py4CODE
LOW.github/scripts/mutate/save_report.py4CODE
LOW.github/scripts/mutate/save_report.py7CODE
6 more matches not shown…
Hyper-Verbose Identifiers60 hits · 61 pts
SeverityFileLineSnippetContext
LOWsdk/python/juicefs/tests/test_unbuffered_readline.py63def test_unbuffered_readline_preserves_remaining_lines(open_file, data):CODE
LOW⚡sdk/python/juicefs/tests/test_unbuffered_readline.py74def test_iteration_preserves_all_lines(open_file, data, buffering):CODE
LOW⚡sdk/python/juicefs/tests/test_unbuffered_readline.py79def test_unbuffered_readlines_one_leaves_the_next_line(open_file):CODE
LOW⚡sdk/python/juicefs/tests/test_unbuffered_readline.py87def test_unbuffered_positive_hint_counts_lines(open_file, hint):CODE
LOW⚡sdk/python/juicefs/tests/test_unbuffered_readline.py96def test_readlines_without_hint_preserves_all_lines(open_file, buffering, data):CODE
LOW⚡sdk/python/juicefs/tests/test_unbuffered_readline.py104def test_readlines_nonpositive_or_none_hint_reads_remaining_lines(open_file, buffering, hint, offset):CODE
LOW⚡sdk/python/juicefs/tests/test_unbuffered_readline.py117def test_readlines_nonpositive_or_none_hint_at_eof(open_file, buffering, hint):CODE
LOW⚡sdk/python/juicefs/tests/test_unbuffered_readline.py123def test_unbuffered_readline_rejects_closed_stream(open_file):CODE
LOW⚡sdk/python/juicefs/tests/test_unbuffered_readline.py130def test_binary_line_boundaries_match_native_file(open_file):CODE
LOW⚡.github/scripts/check_release_distributions_test.py138 def test_resolve_command_exports_the_trigger_release(self):CODE
LOW.github/scripts/check_release_distributions_test.py61 def test_resolver_calls_the_explicit_latest_release_endpoint(self):CODE
LOW.github/scripts/check_release_distributions_test.py82 def test_release_event_uses_the_trigger_release_tag(self):CODE
LOW.github/scripts/check_release_distributions_test.py104 def test_github_token_is_scoped_to_the_latest_release_request(self):CODE
LOW.github/scripts/check_release_distributions_test.py171 def test_resolve_command_exports_the_latest_release_without_trigger(self):CODE
LOW.github/scripts/check_release_distributions_test.py203 def test_invalid_latest_release_is_rejected(self):CODE
LOW.github/scripts/check_release_distributions_test.py214 def test_download_probe_uses_range_get_and_reads_only_one_byte(self):CODE
LOW.github/scripts/check_release_distributions_test.py240 def test_download_probe_rejects_an_empty_response(self):CODE
LOW.github/scripts/check_release_distributions_test.py257 def test_package_and_binary_revisions_use_the_base_version(self):CODE
LOW.github/scripts/check_release_distributions_test.py269 def test_older_or_newer_base_version_is_stale(self):CODE
LOW.github/scripts/check_release_distributions_test.py279 def test_grace_uses_target_release_publication_time(self):CODE
LOW.github/scripts/check_release_distributions_test.py295 def test_stale_and_unavailable_fail_only_after_grace(self):CODE
LOW.github/scripts/check_release_distributions_test.py304 def test_build_metadata_is_accepted(self):CODE
LOW.github/scripts/check_release_distributions_test.py337 def test_cdn_current_and_stale(self):CODE
LOW.github/scripts/check_release_distributions_test.py354 def test_cdn_requires_every_fixed_client_asset(self):CODE
LOW.github/scripts/check_release_distributions_test.py366 def test_cdn_rejects_missing_or_invalid_checksums(self):CODE
LOW.github/scripts/check_release_distributions_test.py381 def test_cdn_download_failure_is_unavailable(self):CODE
LOW.github/scripts/check_release_distributions_test.py397 def test_homebrew_current_and_stale(self):CODE
LOW.github/scripts/check_release_distributions_test.py405 def test_ppa_filters_unsupported_series(self):CODE
LOW.github/scripts/check_release_distributions_test.py428 def test_copr_current_and_partial_failure(self):CODE
LOW.github/scripts/check_release_distributions_test.py448 def test_snap_uses_stable_channel_only(self):CODE
LOW.github/scripts/check_release_distributions_test.py464 def test_aur_checks_only_stable_packages(self):CODE
LOW.github/scripts/check_release_distributions_test.py481 def test_scoop_current_and_stale(self):CODE
LOW.github/scripts/check_release_distributions_test.py500 def test_docker_requires_versioned_and_latest_tags(self):CODE
LOW.github/scripts/check_release_distributions_test.py512 def test_maven_current_and_stale(self):CODE
LOW.github/scripts/check_release_distributions_test.py528 def test_release_assets_require_versioned_artifacts(self):CODE
LOW.github/scripts/check_release_distributions_test.py541 def test_cdn_artifacts_do_not_require_latest_version_marker(self):CODE
LOW.github/scripts/check_release_distributions_test.py551 def test_target_mode_checks_only_versioned_artifacts(self):CODE
LOW.github/scripts/check_release_distributions_test.py585 def test_every_channel_reports_unavailable_without_hiding_others(self):CODE
LOW.github/scripts/check_release_distributions.py414def check_cdn_artifacts_from_checksums(CODE
LOW.github/scripts/testVersionCompatible.py486 def write_rand_files_and_compare(self):CODE
LOW⚡.github/scripts/testVersionCompatible.py764 def greater_than_version_formatted(self, ver):CODE
LOW⚡.github/scripts/testVersionCompatible.py770 def greater_than_version_dumped(self, ver):CODE
LOW⚡.github/scripts/testVersionCompatible.py775 def greater_than_version_mounted(self, ver):CODE
LOW.github/scripts/wins_fs_test.py57 def test_directory_operations(self):CODE
LOW.github/scripts/wins_fs_test.py73 def test_concurrent_operations(self):CODE
LOW.github/scripts/hypo/s3_op.py444 def do_unset_policy_from_user(self, policy_name, user_name, alias):CODE
LOW.github/scripts/hypo/s3_op.py453 def do_unset_policy_from_group(self, policy_name, group_name, alias):CODE
LOW.github/scripts/hypo/fs.py139 def _update_paths_after_rename(self, old_path, new_path):CODE
LOW.github/scripts/hypo/fs_sdk_test.py292 def test_rename_to_dir_not_exist(self):CODE
LOW.github/scripts/pysdk/pysdk_test.py55 def test_readinto_writable_buffers(self):CODE
LOW.github/scripts/pysdk/pysdk_test.py77 def test_readinto_invalid_buffer_preserves_position(self):CODE
LOW.github/scripts/pysdk/pysdk_test.py133 def test_chown_uid_gid_arguments_must_be_index(self):CODE
LOW.github/scripts/pysdk/pysdk_test.py271 def test_directory_link_nonlocal(self):CODE
LOW.github/scripts/mutate/check_skip_by_comment.py6def is_mutation_skipped_by_comment(original_file, changed_file):CODE
LOW⚡.github/scripts/perf/ai_format_benchmark.py350 def benchmark_pytorch_weights(self):CODE
LOW.github/scripts/perf/ai_format_benchmark.py194 def generate_random_image_bytes(self, width=64, height=64, format="JPEG", quality=85):CODE
LOW.github/scripts/perf/ai_format_benchmark.py227 def read_lmdb_data_single_process(self, lmdb_path):CODE
LOW.github/scripts/perf/ai_format_benchmark.py258 def read_lmdb_data_multi_process(self, lmdb_path, num_processes=2):CODE
LOW.github/scripts/perf/ai_format_benchmark.py544 def benchmark_huggingface_bin(self):CODE
LOW.github/scripts/perf/ai_format_benchmark.py606 def benchmark_tensorflow_checkpoint(self):CODE
Over-Commented Block53 hits · 53 pts
SeverityFileLineSnippetContext
LOWtools/lance-resolver/resolver_test.go561 t.Run("file too small for a footer", func(t *testing.T) {COMMENT
LOWtools/lance-resolver/resolver.go461// fieldByName returns the schema fields keyed by name.COMMENT
LOWtools/lance-resolver/resolver_golden_test.go21// The fixture is written by the official pylance library (scripts/gen-fixtures.py,COMMENT
LOWtools/lance-resolver/scripts/check-fixture-drift.sh1#!/usr/bin/env bashCOMMENT
LOWtest/io_uring_test/common.h1#ifndef IO_URING_TEST_COMMON_HCOMMENT
LOWtest/preadv_test/common.h1#ifndef PREADV_TEST_COMMON_HCOMMENT
LOWtest/preadv_test/test_flags.c1#include "common.h"COMMENT
LOWintegration/ioctl_test.sh1#!/bin/bashCOMMENT
LOWintegration/s3gateway_test.sh1#!/bin/bashCOMMENT
LOWhack/winfsp_headers/winfsp_fuse.h21 */COMMENT
LOWhack/winfsp_headers/winfsp_fuse.h41#endifCOMMENT
LOWhack/winfsp_headers/winfsp_fuse.h221 0/*conv_to_win_path*/, \COMMENT
LOWhack/winfsp_headers/winfsp_fuse.h241#define fuse_dev_t dev_tCOMMENT
LOWhack/winfsp_headers/fuse_common.h41COMMENT
LOWhack/winfsp_headers/fuse_common.h61#define FUSE_IOCTL_RETRY (1 << 2)COMMENT
LOWdocs/zh_cn/reference/how_to_set_up_metadata_engine.md401# initial-restart-delay = 0COMMENT
LOWdocs/en/reference/how_to_set_up_metadata_engine.md421cluster-file = /etc/foundationdb/fdb.clusterCOMMENT
LOWsdk/python/examples/ffrecord/dataset.py1# encoding: utf-8COMMENT
LOWsdk/python/examples/ffrecord/filereader_dio.py1# encoding: utf-8COMMENT
LOWsdk/python/examples/ffrecord/dataloader.py1# encoding: utf-8COMMENT
LOWsdk/python/examples/ffrecord/filereader.py1# encoding: utf-8COMMENT
LOWsdk/python/examples/ffrecord/main.py1# encoding: utf-8COMMENT
LOWsdk/python/juicefs/tests/test_unbuffered_readline.py1# JuiceFS, Copyright 2026 Juicedata, Inc.COMMENT
LOWsdk/python/juicefs/juicefs/spec.py1# encoding: utf-8COMMENT
LOWsdk/python/juicefs/juicefs/juicefs.py1# encoding: utf-8COMMENT
LOWsdk/java/kerberos.sh1#!/bin/shCOMMENT
LOWsdk/java/libjfs/bridge.go1// Copyright 2016 The Prometheus AuthorsCOMMENT
LOWsdk/java/libjfs/bridge_test.go1// Copyright 2018 The Prometheus AuthorsCOMMENT
LOWsdk/java/libjfs/remote_write_test.go1// Copyright 2025 JuiceFS AuthorsCOMMENT
LOWsdk/java/libjfs/remote_write.go1// Copyright 2025 JuiceFS AuthorsCOMMENT
LOW.github/workflows/codeql-analysis.yml1# For most projects, this workflow file will not need changing; you simply needCOMMENT
LOW.github/workflows/codeql-analysis.yml61 uses: github/codeql-action/init@v2COMMENT
LOW.github/workflows/resources/tpcds_run.scala1// Copyright 2015 DatabricksCOMMENT
LOW.github/workflows/resources/tpcds_datagen.scala1// Copyright 2015 DatabricksCOMMENT
LOW.github/scripts/cmptree.py1#!/usr/bin/env pythonCOMMENT
LOW.github/scripts/fsrand.py1#!/usr/bin/env pythonCOMMENT
LOW.github/scripts/setup-hdfs.sh1#!/bin/bashCOMMENT
LOW.github/scripts/start_meta_engine.sh41 case "$comm" inCOMMENT
LOW.github/scripts/mutate/save_report.py1COMMENT
LOW.github/scripts/sync/sync_fsrand.sh181 if [ $? -ne 0 ]; thenCOMMENT
LOWpkg/vfs/vfs_unix_test.go61 }COMMENT
LOWpkg/vfs/vfs.go1401 registerer.MustRegister(opsTotal)COMMENT
LOWpkg/chunk/disk_cache_file.go41COMMENT
LOWpkg/fuse/device_darwin.go1// Copyright 2020 Chaos Mesh Authors.COMMENT
LOWpkg/fuse/device_linux.go1// Copyright 2020 Chaos Mesh Authors.COMMENT
LOWpkg/meta/base_test.go4541 m.Remove(ctx, RootInode, "batchSrc", false, RmrDefaultThreads, nil)COMMENT
LOWpkg/meta/random_test.go1341// FIXME: The comparison of the truncate results requires compacting all slices,COMMENT
LOWpkg/meta/random_test.go1361 t.Fatalf("expect %s but got %s", st2, st)COMMENT
LOWpkg/meta/interface.go441 // ListLocks returns all locks of a inode.COMMENT
LOWpkg/meta/interface.go481 // BatchUnlink remove some file entries from the same directoryCOMMENT
LOWpkg/meta/interface.go541 // Ino is 0 for pending slices, 1 for trash slices, or the actual inode.COMMENT
LOWpkg/utils/logger.go1// Copyright 2015 Ka-Hing CheungCOMMENT
LOWpkg/fs/http.go301 }COMMENT
Excessive Try-Catch Wrapping29 hits · 31 pts
SeverityFileLineSnippetContext
LOW.github/scripts/check_release_distributions.py222 except Exception as exc: # Keep one broken parser from hiding all other channels.CODE
MEDIUM.github/scripts/utils.py93 print("Error: %s : %s" % (storage_dir, e.strerror))CODE
LOW.github/scripts/hypo/common.py106 except Exception as e:CODE
MEDIUM.github/scripts/hypo/fs_op.py906def do_change_groups(self, user, group, groups):CODE
LOW.github/scripts/hypo/fs_op.py578 except Exception as e:CODE
LOW.github/scripts/hypo/fs_op.py594 except Exception as e:CODE
LOW.github/scripts/hypo/fs_op.py616 except Exception as e:CODE
LOW.github/scripts/hypo/fs_op.py635 except Exception as e:CODE
LOW.github/scripts/hypo/fs_op.py693 except Exception as e:CODE
LOW.github/scripts/hypo/fs_op.py716 except Exception as e:CODE
LOW.github/scripts/hypo/fs_op.py736 except Exception as e:CODE
LOW.github/scripts/hypo/fs_op.py758 except Exception as e:CODE
LOW.github/scripts/hypo/fs_op.py785 except Exception as e:CODE
LOW.github/scripts/hypo/fs_op.py803 except Exception as e:CODE
LOW.github/scripts/hypo/fs_op.py820 except Exception as e:CODE
LOW.github/scripts/hypo/fs_op.py838 except Exception as e:CODE
LOW.github/scripts/hypo/fs_op.py854 except Exception as e:CODE
LOW.github/scripts/hypo/fs_op.py881 except Exception as e:CODE
LOW.github/scripts/hypo/fs_op.py898 except Exception as e:CODE
LOW.github/scripts/hypo/fs_op.py925 except Exception as e:CODE
LOW.github/scripts/hypo/fs_op.py937 except Exception as e:CODE
LOW.github/scripts/hypo/fs_op.py987 except Exception as e:CODE
LOW.github/scripts/hypo/fs_op.py1007 except Exception as e:CODE
LOW.github/scripts/hypo/fs_op.py1022 except Exception as e:CODE
LOW.github/scripts/hypo/fs_op.py1056 except Exception as e:CODE
LOW.github/scripts/hypo/command_op.py291 except Exception as e:CODE
MEDIUM.github/scripts/hypo/command_op.py154def do_status(self):CODE
LOW.github/scripts/perf/ai_format_benchmark.py125 except Exception as e:CODE
LOW.github/scripts/perf/ai_format_benchmark.py965 except Exception as e:CODE
Structural Annotation Overuse19 hits · 31 pts
SeverityFileLineSnippetContext
LOWdocs/en/security/encryption.md106#### Step 1: Create a private keyCOMMENT
LOWdocs/en/security/encryption.md126#### Step 2: Create an encrypted file systemCOMMENT
LOWdocs/en/security/encryption.md171#### Step 3: Mount file systemCOMMENT
LOWdocs/en/deployment/python_sdk.md23#### Step 1: Compile libjfsCOMMENT
LOWdocs/en/deployment/python_sdk.md31#### Step 2: Compile Python SDKCOMMENT
LOWdocs/en/deployment/python_sdk.md43#### Step 1: Build Docker imageCOMMENT
LOWdocs/en/deployment/python_sdk.md53#### Step 2: Compile Python SDKCOMMENT
LOWdocs/en/deployment/samba.md20## Step 1: Install SambaCOMMENT
LOWdocs/en/deployment/samba.md43## Step 2: Enable JuiceFS extended attribute (xattr) supportCOMMENT
LOWdocs/en/deployment/samba.md62## Step 3: Create a Samba shareCOMMENT
LOWdocs/en/tutorials/juicefs_on_rancher.md72### Step 1: Set up the `Namespace`COMMENT
LOWdocs/en/tutorials/juicefs_on_rancher.md76### Step 2: Adjust configuration parametersCOMMENT
LOWdocs/en/tutorials/juicefs_on_colab.md46### Step 1: Format and mount a JuiceFS file system folderCOMMENT
LOWdocs/en/tutorials/juicefs_on_colab.md77### Step 2: Mount the JuiceFS file system on ColabCOMMENT
LOWdocs/en/tutorials/juicefs_on_colab.md115### Step 3: Load data at another time or on another instanceCOMMENT
LOW⚡docs/en/tutorials/windows.md27### Step 1: Download JuiceFS ClientCOMMENT
LOW⚡docs/en/tutorials/windows.md31### Step 2: Create Program DirectoryCOMMENT
LOW⚡docs/en/tutorials/windows.md35### Step 3: Configure Environment VariablesCOMMENT
LOWdocs/en/tutorials/windows.md48### Step 4: Verify InstallationCOMMENT
Deep Nesting34 hits · 30 pts
SeverityFileLineSnippetContext
LOWtools/lance-resolver/scripts/verify_warmup_ranges.py174CODE
LOWtools/lance-resolver/scripts/dump_fixture.py337CODE
LOWtools/lance-resolver/scripts/dump_fixture.py62CODE
LOWtools/lance-resolver/scripts/dump_fixture.py83CODE
LOWsdk/python/juicefs/juicefs/juicefs.py38CODE
LOWsdk/python/juicefs/juicefs/juicefs.py202CODE
LOWsdk/python/juicefs/juicefs/juicefs.py440CODE
LOW.github/scripts/cmptree.py66CODE
LOW.github/scripts/check_release_distributions.py113CODE
LOW.github/scripts/fsrand.py138CODE
LOW.github/scripts/testVersionCompatible.py92CODE
LOW.github/scripts/testVersionCompatible.py171CODE
LOW.github/scripts/utils.py16CODE
LOW.github/scripts/utils.py84CODE
LOW.github/scripts/hypo/common.py40CODE
LOW.github/scripts/hypo/common.py122CODE
LOW.github/scripts/hypo/fs.py139CODE
LOW.github/scripts/hypo/fs_op.py133CODE
LOW.github/scripts/hypo/fs_op.py162CODE
LOW.github/scripts/hypo/command_op.py38CODE
LOW.github/scripts/hypo/command_op.py91CODE
LOW.github/scripts/pysdk/pysdk_test.py55CODE
LOW.github/scripts/pysdk/pysdk_test.py77CODE
LOW.github/scripts/mutate/check_coverage.py22CODE
LOW.github/scripts/mutate/mutesting.py9CODE
LOW.github/scripts/mutate/parse_test_cases.py7CODE
LOW.github/scripts/command/crash_writer.py31CODE
LOW.github/scripts/command/crash_verify.py14CODE
LOW.github/scripts/perf/ai_format_benchmark.py399CODE
LOW.github/scripts/perf/ai_format_benchmark.py973CODE
LOW.github/scripts/perf/ai_format_benchmark.py1031CODE
LOW.github/scripts/perf/ai_format_benchmark.py1064CODE
LOW.github/scripts/perf/ai_format_benchmark.py975CODE
LOW.github/scripts/perf/ai_format_benchmark.py1037CODE
Decorative Section Separators6 hits · 21 pts
SeverityFileLineSnippetContext
MEDIUM.github/scripts/command/tier.sh1510# ============================================================================COMMENT
MEDIUM.github/scripts/command/tier.sh1512# ============================================================================COMMENT
MEDIUM⚡.github/scripts/perf/ai_format_benchmark.py346 # ----------------------------------------------------------------------COMMENT
MEDIUM⚡.github/scripts/perf/ai_format_benchmark.py348 # ----------------------------------------------------------------------COMMENT
MEDIUM.github/scripts/perf/ai_format_benchmark.py697 # ----------------------------------------------------------------------COMMENT
MEDIUM.github/scripts/perf/ai_format_benchmark.py699 # ----------------------------------------------------------------------COMMENT
Empty Error Handlers4 hits · 20 pts
SeverityFileLineSnippetContext
HIGH.github/scripts/fsrand.py195except:CODE
HIGH.github/scripts/hypo/common.py82except:CODE
HIGH.github/scripts/hypo/common.py106except Exception as e:CODE
HIGH.github/scripts/command/crash_writer.py81except OSError:CODE
Fake / Example Data15 hits · 18 pts
SeverityFileLineSnippetContext
LOWtools/lance-resolver/resolver_golden_test.go70 Placeholder string `json:"placeholder"`CODE
LOWtools/lance-resolver/resolver_golden_test.go93 Placeholder string `json:"placeholder"`CODE
LOWtools/lance-resolver/testdata/expected.json125 "placeholder": "FILE0",CODE
LOWtools/lance-resolver/testdata/expected.json368 "placeholder": "FILE1",CODE
LOWtools/lance-resolver/scripts/dump_fixture.py427 f["placeholder"] = f"FILE{i}"CODE
LOWtools/lance-resolver/scripts/dump_fixture.py429 full_resolve = ["MANIFEST"] + [f["placeholder"] for f in files]CODE
LOWtools/lance-resolver/scripts/dump_fixture.py444 e["placeholder"] = f"EXT{i}"CODE
LOWtools/lance-resolver/scripts/dump_fixture.py445 full_resolve.append(e["placeholder"])CODE
LOW…io/juicefs/permission/RangerPermissionCheckerTest.java478 String fileName = dirName + "/dummy-data";CODE
LOW…io/juicefs/permission/RangerPermissionCheckerTest.java491 String fileName = dirName + "/dummy-data";CODE
LOW⚡.github/scripts/check_release_distributions_test.py132 checker.github_latest_release(client, "juicedata/juicefs", token="dummy-token")CODE
LOW⚡.github/scripts/check_release_distributions_test.py135 self.assertEqual("Bearer dummy-token", requests[0].get_header("Authorization"))CODE
LOW⚡.github/scripts/perf/ai_format_benchmark.py362 dummy_data = {CODE
LOW⚡.github/scripts/perf/ai_format_benchmark.py369 torch.save(dummy_data, file_path)CODE
LOW⚡.github/scripts/perf/ai_format_benchmark.py371 return {'file_size': actual_size, 'num_layers': len(dummy_data['weights'])}CODE
Redundant / Tautological Comments7 hits · 10 pts
SeverityFileLineSnippetContext
LOW.github/scripts/compare_results.sh90# Check if any scenario has "worse" resultsCOMMENT
LOW.github/scripts/cache.sh700 # Check if total size exceeds max limitCOMMENT
LOW.github/scripts/cache.sh712 # Check if each directory is evenly distributed based on its weightCOMMENT
LOW.github/scripts/start_meta_engine.sh132 # Check if tiup playground process is still aliveCOMMENT
LOW.github/scripts/command/tier.sh1061 # Set files to different tiersCOMMENT
LOW.github/scripts/command/tier.sh1237 # Set all to tier 1 recursivelyCOMMENT
LOW.github/scripts/perf/compare_mdtest_fio.sh247# Check if any scenario has "worse" resultsCOMMENT
AI Slop Vocabulary3 hits · 4 pts
SeverityFileLineSnippetContext
MEDIUM.github/scripts/perf/ai_format_benchmark.py1125 # Run comprehensive benchmarksCOMMENT
MEDIUM.github/scripts/perf/ai_format_benchmark.py937 """Run comprehensive benchmarks with multiple file sizes"""STRING
MEDIUM.github/scripts/perf/ai_format_benchmark.py1032 """Save results to JSON file with comprehensive report"""STRING
AI Structural Patterns4 hits · 4 pts
SeverityFileLineSnippetContext
LOWsdk/python/examples/ffrecord/dataloader.py25CODE
LOWsdk/python/examples/ffrecord/filereader.py154CODE
LOWsdk/python/juicefs/juicefs/juicefs.py104CODE
LOW.github/scripts/hypo/s3_op.py246CODE