AI Slop Code RIsk Monitor

gradio-app/gradio

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6.2 Moderate pattern signal View on GitHub

Maintenance and Governance Review

This report summarizes scanner evidence for gradio-app/gradio, a Python project with 43,706 GitHub stars. SynthScan examined 464,948 lines of code across 2609 source files, recording 2450 pattern matches distributed across 24 syntactic categories. The legacy adjusted pattern signal is 6.2 (Moderate 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.

6.2
Adjusted Signal
6.2
Raw Pattern Score
100%
Time Factor
2026-10-09
Last Push
43.7K
Stars
Python
Language
464.9K
Lines of Code
2.6K
Files
2.5K
Pattern Hits
2026-10-12
Scan Date
0.05
HC Hit Rate

Risk Review · v3

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

Cognitive Ownership Risk 15.2/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 1566 finding(s).

Hallucinated Dependency & Supply Chain Risk 4.9/100 · LOW

Are imports declared and package/API names verified? 515 finding(s).

Agent Over-Engineering Ratio 19.1/100 · LOW

Are wrappers, guards, and repeated structures necessary? 1586 finding(s).

PR Review Velocity Impact 29.5/100 · MEDIUM

Which changes need focused human review? 2450 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 1HIGH 121MEDIUM 92LOW 2236

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 2450 distinct pattern matches across 24 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.

Hyper-Verbose Identifiers1098 hits · 970 pts
SeverityFileLineSnippetContext
LOWdemo/chicago-bikeshare-dashboard/run.py27def get_most_popular_stations():CODE
LOWdemo/image_editor_sketchpad/run.py4def percent_of_pixels_selected(image):CODE
LOWdemo/navbar_query_params/run.py11def update_dropdown_based_on_query(request: gr.Request):CODE
LOWdemo/super_html/run.py76 def update_templated_html_css(name, color, bold):STRING
LOWdemo/image_editor_inpainting/run.py4def average_inpainting_colors(image):CODE
LOW⚡test/test_workflow_api.py86 def test_free_inputs_excludes_computed_reference(self):CODE
LOW⚡test/test_workflow_api.py102 def test_runs_demo_end_to_end(self):CODE
LOW⚡test/test_workflow_api.py160 def test_unknown_subject_raises(self):CODE
LOW⚡test/test_workflow_api.py173 def test_demo_exposes_named_endpoint(self):CODE
LOWtest/test_workflow_api.py60 def test_orders_dependencies_first(self):CODE
LOWtest/test_workflow_api.py75 def test_upstream_includes_transitive_deps(self):CODE
LOWtest/test_workflow_api.py187 def test_endpoint_fn_runs_with_injected_request_token(self):CODE
LOWtest/test_workflow_api.py223 def test_describe_parameter_names_match_info(self, tmp_path):CODE
LOWtest/test_workflow_api.py239 def test_describe_oauth_token_matches_info(self, tmp_path):CODE
LOWtest/test_workflow_api.py321 def test_sync_adds_and_removes_endpoints(self, tmp_path):CODE
LOWtest/test_workflow_api.py343 def test_rename_changes_api_name(self, tmp_path):CODE
LOWtest/test_workflow_api.py358 def test_save_workflow_resyncs_endpoints(self, tmp_path):CODE
LOWtest/test_workflow_api.py377 def test_save_updates_the_canvas_value_new_pages_load(self, tmp_path):CODE
LOWtest/test_workflow_api.py403 def test_default_change_bumps_app_version_but_keeps_ids(self, tmp_path):CODE
LOWtest/test_workflow_api.py431 def test_save_workflow_rejects_malformed_schema(self, tmp_path):CODE
LOWtest/test_workflow_api.py545 def test_multi_output_endpoint_callable_via_gradio_client(self, tmp_path):CODE
LOWtest/test_workflow_api.py573 def test_info_route_lists_endpoints(self, tmp_path):CODE
LOWtest/test_workflow_api.py707 def test_subjects_in_one_component_form_one_group(self):CODE
LOWtest/test_workflow_api.py714 def test_one_endpoint_with_two_returns(self, tmp_path):CODE
LOWtest/test_workflow_api.py731 def test_shared_operator_runs_once_and_returns_both(self):CODE
LOWtest/test_workflow_api.py762 def test_file_port_maps_to_file_component(self):CODE
LOWtest/test_workflow_api.py772 def test_json_input_is_editable_output_is_display(self):CODE
LOWtest/test_workflow_api.py858 def test_endpoint_sends_kwargs_dict_legacy_sends_list(self):CODE
LOWtest/test_queueing.py79 def test_cached_generator_finishes_on_queue_cache_hit(self, connect):CODE
LOWtest/test_queueing.py107 def test_queue_average_excludes_manual_cache_hits(self, connect):CODE
LOWtest/test_queueing.py145 def test_default_concurrency_limits(self, default_concurrency_limit, statuses):CODE
LOWtest/test_queueing.py180def test_heartbeat_task_cancelled_after_stream_completes():CODE
LOWtest/test_queueing.py236def test_cancel_removes_pending_event_from_queue():CODE
LOWtest/test_queueing.py353 def test_finished_events_are_not_retained(self, connect):CODE
LOWtest/test_queueing.py365 def test_finished_tasks_are_not_retained(self, connect):CODE
LOWtest/test_queueing.py377 def test_completing_an_event_does_not_mark_its_iterator_for_reset(self, connect):CODE
LOWtest/test_queueing.py389 def test_event_analytics_is_bounded(self, connect):CODE
LOW⚡test/test_tabs.py6def test_tabs_overflow_behavior_is_in_config():CODE
LOW⚡test/test_tabs.py11def test_tab_alignment_is_in_config():CODE
LOW⚡test/test_tabs.py16def test_tabs_rejects_invalid_overflow_behavior():CODE
LOW⚡test/test_tabs.py21def test_tab_rejects_invalid_alignment():CODE
LOWtest/test_components.py32 def test_get_component_instance_rendering(CODE
LOWtest/test_components.py44 def test_no_duplicate_uncased_names(self, io_components):CODE
LOWtest/test_components.py49def test_dataframe_process_example_converts_dataframes():CODE
LOWtest/test_components.py66def test_process_example_returns_file_basename(component):CODE
LOWtest/test_components.py102def test_template_component_configs(io_components):CODE
LOWtest/test_components.py122def test_component_example_values(io_components):CODE
LOWtest/test_components.py131def test_component_example_payloads(io_components):CODE
LOWtest/test_components.py154def test_all_io_components_are_pickleable(io_components):CODE
LOWtest/test_components.py169def test_all_components_have_change_event(io_components):CODE
LOW⚡test/test_utils.py61 def test_colab_check_no_ipython(self, mock_get_ipython):CODE
LOW⚡test/test_utils.py66 def test_ipython_check_import_fail(self, mock_get_ipython):CODE
LOW⚡test/test_utils.py71 def test_ipython_check_no_ipython(self, mock_get_ipython):CODE
LOW⚡test/test_utils.py75 def test_download_if_url_doesnt_crash_on_connection_error(self):CODE
LOW⚡test/test_utils.py100 def test_download_if_url_correct_parse(self):CODE
LOW⚡test/test_utils.py105 def test_is_hosted_notebook_false(self):CODE
LOW⚡test/test_utils.py108 def test_kaggle_check_true_when_run_type_set(self):CODE
LOW⚡test/test_utils.py115def test_assert_configs_are_equivalent():CODE
LOW⚡test/test_utils.py870 def test_function_with_no_docstring(self):CODE
LOW⚡test/test_utils.py879 def test_function_with_no_parameters(self):CODE
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Unused Imports456 hits · 368 pts
SeverityFileLineSnippetContext
LOWdemo/random_demos.py7CODE
LOWdemo/many_tabs/run.py3CODE
LOWdemo/blocks_inputs/run.py2CODE
LOWdemo/login_with_huggingface/run.py1CODE
LOWdemo/state_cleanup/run.py1CODE
LOWdemo/stream_audio_out/run.py4CODE
LOWdemo/theme_new_step_3/run.py1CODE
LOWdemo/theme_new_step_2/run.py1CODE
LOWdemo/clear_components/run.py3CODE
LOWdemo/iframe_resizer/run.py3CODE
LOWdemo/kitchen_sink/run.py1CODE
LOWtest/test_utils.py1CODE
LOWtest/test_history.py9CODE
LOWjs/_website/generate_jsons/embed.py3CODE
LOWjs/_website/generate_jsons/embed.py4CODE
LOWjs/_website/generate_jsons/embed.py5CODE
LOWjs/_website/generate_jsons/embed.py7CODE
LOWjs/_website/generate_jsons/embed.py8CODE
LOWjs/_website/generate_jsons/src/docs/__init__.py6CODE
LOWjs/_website/generate_jsons/src/docs/__init__.py7CODE
LOWjs/_website/generate_jsons/src/docs/__init__.py12CODE
LOWjs/_website/generate_jsons/src/docs/__init__.py13CODE
LOWjs/preview/test/test/backend/gradio_test/__init__.py2CODE
LOWgradio/flagging.py1CODE
LOWgradio/image_utils.py1CODE
LOWgradio/server.py3CODE
LOWgradio/renderable.py1CODE
LOWgradio/node_server.py1CODE
LOWgradio/events.py4CODE
LOWgradio/block_function.py1CODE
LOWgradio/queueing.py1CODE
LOWgradio/route_utils.py1CODE
LOWgradio/validators.py6CODE
LOWgradio/processing_utils.py1CODE
LOWgradio/state_holder.py1CODE
LOWgradio/interface.py5CODE
LOWgradio/component_meta.py1CODE
LOWgradio/chat_interface.py5CODE
LOWgradio/__init__.py1CODE
LOWgradio/__init__.py3CODE
LOWgradio/__init__.py4CODE
LOWgradio/__init__.py5CODE
LOWgradio/__init__.py6CODE
LOWgradio/__init__.py7CODE
LOWgradio/__init__.py7CODE
LOWgradio/__init__.py7CODE
LOWgradio/__init__.py7CODE
LOWgradio/__init__.py7CODE
LOWgradio/__init__.py8CODE
LOWgradio/__init__.py9CODE
LOWgradio/__init__.py9CODE
LOWgradio/__init__.py10CODE
LOWgradio/__init__.py11CODE
LOWgradio/__init__.py12CODE
LOWgradio/__init__.py12CODE
LOWgradio/__init__.py12CODE
LOWgradio/__init__.py12CODE
LOWgradio/__init__.py12CODE
LOWgradio/__init__.py12CODE
LOWgradio/__init__.py12CODE
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Empty Error Handlers65 hits · 325 pts
SeverityFileLineSnippetContext
HIGHtest/test_node_proxy.py214except Exception:CODE
HIGHtest/test_node_proxy.py332except OSError:CODE
HIGHtest/test_node_proxy.py330except httpx.HTTPError:CODE
HIGHtest/test_blocks.py2857except FileNotFoundError:CODE
HIGHtest/test_processing_utils.py45except OSError:CODE
HIGHtest/test_processing_utils.py223except OSError:CODE
HIGHtest/test_processing_utils.py249except OSError:CODE
HIGHtest/test_external.py209except TooManyRequestsError:CODE
HIGHtest/test_external.py235except TooManyRequestsError:CODE
HIGH…oot_path/test_reverse_proxy_fastapi_mount_root_path.py31except StopIteration:CODE
HIGHtest/components/test_video.py239except OSError:CODE
HIGHjs/_website/generate_jsons/src/docs/__init__.py248except TypeError or KeyError:CODE
HIGHgradio/node_server.py245except Exception:CODE
HIGHgradio/node_server.py250except Exception:CODE
HIGHgradio/node_server.py278except Exception:CODE
HIGHgradio/node_server.py316except Exception:CODE
HIGHgradio/queueing.py424except CacheMissError:CODE
HIGHgradio/queueing.py803except ValueError:CODE
HIGHgradio/queueing.py1051except ValueError:CODE
HIGHgradio/queueing.py1100except Exception:CODE
HIGHgradio/queueing.py459except ValueError:CODE
HIGHgradio/route_utils.py1120except asyncio.CancelledError:CODE
HIGHgradio/route_utils.py239except pickle.PicklingError:CODE
HIGHgradio/processing_utils.py1352except FFRuntimeError:CODE
HIGHgradio/processing_utils.py1453except FFRuntimeError:CODE
HIGHgradio/screen_recording_utils.py100except OSError:CODE
HIGHgradio/http_server.py179except (OSError, ServerFailedToStartError):CODE
HIGHgradio/caching.py79except TypeError:CODE
HIGHgradio/caching.py137except ImportError:CODE
HIGHgradio/caching.py153except Exception:CODE
HIGHgradio/mcp.py369except ImportError:CODE
HIGHgradio/utils.py571except (ImportError, NameError):CODE
HIGHgradio/utils.py597except (ImportError, NameError):CODE
HIGHgradio/utils.py642except (httpx.InvalidURL, httpx.RequestError, httpx.TimeoutException):CODE
HIGHgradio/utils.py945except Exception:CODE
HIGHgradio/utils.py2008except subprocess.CalledProcessError:CODE
HIGHgradio/utils.py2020except (subprocess.CalledProcessError, FileNotFoundError):CODE
HIGHgradio/utils.py2190except Exception:CODE
HIGHgradio/utils.py968except (json.JSONDecodeError, ValueError, TypeError):CODE
HIGHgradio/utils.py1408except ImportError:CODE
HIGHgradio/utils.py1416except ImportError:CODE
HIGHgradio/ipython_ext.py11except ImportError:CODE
HIGHgradio/audio_stream_encoder.py375except subprocess.TimeoutExpired:CODE
HIGHgradio/audio_stream_encoder.py338except OSError:CODE
HIGHgradio/audio_stream_encoder.py384except OSError:CODE
HIGHgradio/analytics.py67except Exception:CODE
HIGHgradio/analytics.py84except asyncio.TimeoutError:CODE
HIGHgradio/analytics.py102except Exception:CODE
HIGHgradio/blocks.py3948except (AttributeError, OSError): # can't close if not runningCODE
HIGHgradio/blocks.py238except ValueError:CODE
HIGHgradio/blocks.py244except KeyError:CODE
HIGHgradio/blocks.py3733except ImportError:CODE
HIGHgradio/helpers.py246except IndexError:CODE
HIGHgradio/routes.py1740except Exception:CODE
HIGHgradio/routes.py1847except (TimeoutError, asyncio.TimeoutError):CODE
HIGHgradio/cli/commands/deploy_space.py294except ValueError:CODE
HIGHgradio/cli/commands/reload.py152except (KeyboardInterrupt, OSError):CODE
HIGHgradio/components/chatbot.py198except AttributeError:CODE
HIGHgradio/themes/base.py168except (ValueError, IndexError):CODE
HIGHscripts/validate_workflow_curated.py117except httpx.HTTPError:CODE
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Excessive Try-Catch Wrapping204 hits · 218 pts
SeverityFileLineSnippetContext
LOWdemo/dialogue_diarization_demo/run.py60 except Exception as e:CODE
MEDIUMdemo/dialogue_diarization_demo/run.py61 print(f"Error in diarization: {str(e)}")CODE
LOWdemo/dialogue_diarization_demo/run.py73 except Exception as e:CODE
LOWdemo/all_demos/run.py26 except Exception as e:CODE
LOWdemo/depth_estimation/run.py41 except Exception:CODE
MEDIUMdemo/depth_estimation/run.py47 print("Error reconstructing 3D model")CODE
LOWdemo/workflow/run.py24 except Exception:CODE
MEDIUMtest/test_utils.py433def my_check(path_1, path_2):CODE
LOWtest/test_utils.py456 except Exception as e:CODE
LOW⚡test/test_node_proxy.py210 except Exception:CODE
LOW⚡test/test_node_proxy.py214 except Exception:CODE
LOWtest/test_no_growth.py20 except Exception:CODE
LOWtest/test_networking.py212 except Exception as e:CODE
MEDIUMtest/test_networking.py213 print(f"Error processing HTML: {str(e)}")CODE
LOWtest/test_networking.py258 except Exception as e:CODE
LOWtest/test_networking.py294 except Exception:CODE
LOWtest/test_docker/conftest.py117 except Exception as e:CODE
LOW⚡test/test_docker/conftest.py169 except Exception as e:CODE
MEDIUM⚡test/test_docker/conftest.py170 print(f"Error during service check: {e}")CODE
LOW⚡test/test_docker/conftest.py180 except Exception as e:CODE
MEDIUM⚡test/test_docker/conftest.py181 print(f"Error during cleanup: {e}")CODE
LOWjs/_website/generate_jsons/generate.py26 except Exception as e:CODE
MEDIUMjs/_website/generate_jsons/generate.py27 print(f"Error listing objects in bucket {bucket_name}: {e}")CODE
LOW⚡js/_website/generate_jsons/generate.py40 except Exception as e:CODE
MEDIUM⚡js/_website/generate_jsons/generate.py41 print(f"Error downloading {s3_key}: {e}")CODE
LOWjs/preview/src/examine.py74 except Exception as e:CODE
LOWgradio/flagging.py277 except Exception:CODE
LOWgradio/flagging.py416 except Exception as e:CODE
MEDIUMgradio/flagging.py417 print(f"Error while flagging: {e}")CODE
LOWgradio/image_utils.py197 except Exception:CODE
LOWgradio/image_utils.py311 except Exception:CODE
LOWgradio/node_server.py202 except Exception as e:CODE
LOWgradio/node_server.py245 except Exception:CODE
LOWgradio/node_server.py250 except Exception:CODE
LOWgradio/node_server.py261 except Exception:CODE
LOWgradio/node_server.py278 except Exception:CODE
LOWgradio/node_server.py316 except Exception:CODE
LOWgradio/block_function.py11except Exception:CODE
MEDIUMgradio/queueing.py502def start_processing(self) -> None:CODE
LOWgradio/queueing.py180 except Exception as e:CODE
LOWgradio/queueing.py347 except Exception as e:CODE
LOWgradio/queueing.py426 except Exception:CODE
LOWgradio/queueing.py863 except Exception as e:CODE
LOWgradio/queueing.py956 except Exception as e:CODE
LOWgradio/queueing.py1033 except Exception as e:CODE
LOWgradio/queueing.py1100 except Exception:CODE
LOWgradio/route_utils.py485 except Exception:CODE
LOWgradio/route_utils.py972 except Exception:CODE
LOWgradio/route_utils.py1122 except Exception:CODE
LOWgradio/route_utils.py1210 except Exception:CODE
LOWgradio/route_utils.py1413 except Exception as e:CODE
LOWgradio/route_utils.py1419 except Exception as e:CODE
LOWgradio/route_utils.py1431 except Exception as e:CODE
LOWgradio/route_utils.py1495 except Exception as e:CODE
MEDIUMgradio/processing_utils.py1363 print(f"Error converting audio to browser-playable format {str(e)}")CODE
MEDIUMgradio/processing_utils.py1460 print(f"Error converting video to browser-playable format {str(e)}")CODE
LOWgradio/screen_recording_utils.py176 except Exception:CODE
LOWgradio/screen_recording_utils.py326 except Exception:CODE
LOWgradio/external_utils.py152 except Exception as e:CODE
LOWgradio/external_utils.py248 except Exception as e:CODE
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Deep Nesting200 hits · 176 pts
SeverityFileLineSnippetContext
LOWdemo/chatbot_core_components_simple/run.py31CODE
LOWdemo/calculator_live/run.py3CODE
LOWdemo/dialogue_diarization_demo/run.py22CODE
LOWdemo/image_segmentation/run.py32CODE
LOWdemo/calculator/run.py3CODE
LOWdemo/mini_leaderboard/run.py102CODE
LOWdemo/outbreak_forecast/run.py6CODE
LOWdemo/bar_plot/run.py53CODE
LOWdemo/cache_demo/run.py55CODE
LOWdemo/chatbot_core_components/run.py160CODE
LOWdemo/dashboard/helpers.py68CODE
LOWdemo/calculator_blocks/run.py3CODE
LOWdemo/calculator_blocks_cached/run.py3CODE
LOWdemo/line_plot/run.py40CODE
LOWtest/test_queueing.py180CODE
LOWtest/test_queueing.py236CODE
LOWtest/test_components.py131CODE
LOWtest/test_node_proxy.py279CODE
LOWtest/test_node_proxy.py307CODE
LOWtest/test_networking.py68CODE
LOWtest/test_networking.py121CODE
LOWtest/test_blocks.py2861CODE
LOWtest/test_routes.py3384CODE
LOWtest/test_routes.py1660CODE
LOWtest/test_routes.py1707CODE
LOWtest/test_docker/conftest.py74CODE
LOWtest/test_docker/conftest.py77CODE
LOW…everse_proxy_root_path/test_reverse_proxy_root_path.py45CODE
LOW…t/test_docker/test_reverse_proxy/test_reverse_proxy.py45CODE
LOW…roxy_fastapi_mount/test_reverse_proxy_fastapi_mount.py45CODE
LOW…oot_path/test_reverse_proxy_fastapi_mount_root_path.py58CODE
LOWjs/_website/generate_jsons/chunking.py22CODE
LOWjs/_website/generate_jsons/src/docs/__init__.py51CODE
LOWjs/_website/generate_jsons/src/docs/__init__.py68CODE
LOWjs/_website/generate_jsons/src/docs/__init__.py87CODE
LOWjs/_website/generate_jsons/src/docs/__init__.py115CODE
LOWjs/_website/generate_jsons/src/docs/__init__.py143CODE
LOWgradio/flagging.py241CODE
LOWgradio/image_utils.py48CODE
LOWgradio/image_utils.py84CODE
LOWgradio/image_utils.py113CODE
LOWgradio/image_utils.py265CODE
LOWgradio/node_server.py94CODE
LOWgradio/tunneling.py83CODE
LOWgradio/queueing.py1141CODE
LOWgradio/queueing.py290CODE
LOWgradio/queueing.py502CODE
LOWgradio/queueing.py569CODE
LOWgradio/queueing.py615CODE
LOWgradio/queueing.py653CODE
LOWgradio/queueing.py771CODE
LOWgradio/route_utils.py283CODE
LOWgradio/route_utils.py1079CODE
LOWgradio/route_utils.py830CODE
LOWgradio/processing_utils.py462CODE
LOWgradio/processing_utils.py602CODE
LOWgradio/processing_utils.py791CODE
LOWgradio/processing_utils.py846CODE
LOWgradio/processing_utils.py490CODE
LOWgradio/processing_utils.py630CODE
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Decorative Section Separators45 hits · 162 pts
SeverityFileLineSnippetContext
MEDIUM⚡test/test_workflow_api.py96# ─────────────────────────────────────────────────────────────────────────────COMMENT
MEDIUM⚡test/test_workflow_api.py98# ─────────────────────────────────────────────────────────────────────────────COMMENT
MEDIUM⚡test/test_workflow_api.py167# ─────────────────────────────────────────────────────────────────────────────COMMENT
MEDIUM⚡test/test_workflow_api.py169# ─────────────────────────────────────────────────────────────────────────────COMMENT
MEDIUMtest/test_workflow_api.py33# ─────────────────────────────────────────────────────────────────────────────COMMENT
MEDIUMtest/test_workflow_api.py35# ─────────────────────────────────────────────────────────────────────────────COMMENT
MEDIUMtest/test_workflow_api.py259# ─────────────────────────────────────────────────────────────────────────────COMMENT
MEDIUMtest/test_workflow_api.py261# ─────────────────────────────────────────────────────────────────────────────COMMENT
MEDIUMtest/test_workflow_api.py455# ─────────────────────────────────────────────────────────────────────────────COMMENT
MEDIUMtest/test_workflow_api.py457# ─────────────────────────────────────────────────────────────────────────────COMMENT
MEDIUMtest/test_workflow_api.py599# ─────────────────────────────────────────────────────────────────────────────COMMENT
MEDIUMtest/test_workflow_api.py601# ─────────────────────────────────────────────────────────────────────────────COMMENT
MEDIUM⚡test/test_workflow.py82# ─────────────────────────────────────────────────────────────────────────────COMMENT
MEDIUM⚡test/test_workflow.py84# ─────────────────────────────────────────────────────────────────────────────COMMENT
MEDIUM⚡test/test_workflow.py154# ─────────────────────────────────────────────────────────────────────────────COMMENT
MEDIUM⚡test/test_workflow.py156# ─────────────────────────────────────────────────────────────────────────────COMMENT
MEDIUM⚡test/test_workflow.py179# ─────────────────────────────────────────────────────────────────────────────COMMENT
MEDIUM⚡test/test_workflow.py181# ─────────────────────────────────────────────────────────────────────────────COMMENT
MEDIUM⚡test/test_workflow.py291# ─────────────────────────────────────────────────────────────────────────────COMMENT
MEDIUM⚡test/test_workflow.py293# ─────────────────────────────────────────────────────────────────────────────COMMENT
MEDIUM⚡test/test_workflow.py424# ─────────────────────────────────────────────────────────────────────────────COMMENT
MEDIUM⚡test/test_workflow.py426# ─────────────────────────────────────────────────────────────────────────────COMMENT
MEDIUM⚡test/test_workflow.py478# ─────────────────────────────────────────────────────────────────────────────COMMENT
MEDIUM⚡test/test_workflow.py480# ─────────────────────────────────────────────────────────────────────────────COMMENT
MEDIUMjs/workflowcanvas/Index.svelte30 // ─── Canvas vs app view ────────────────────────────────────────────────COMMENT
MEDIUMjs/workflowcanvas/workflow/workflow-store.ts168// ─── Actions ────────────────────────────────────────────────────────────────COMMENT
MEDIUMjs/workflowcanvas/workflow/workflow-types.ts110// ─── v2 schema ──────────────────────────────────────────────────────────────COMMENT
MEDIUMjs/workflowcanvas/workflow/workflow-migration.ts196// ─── v2 → v1 adapter ────────────────────────────────────────────────────────COMMENT
MEDIUMjs/workflowcanvas/workflow/WorkflowCanvas.svelte498 // ─── Canvas state ───────────────────────────────────────────────────────────COMMENT
MEDIUMjs/workflowcanvas/workflow/WorkflowCanvas.svelte565 // ─── App state ──────────────────────────────────────────────────────────────COMMENT
MEDIUMjs/workflowcanvas/workflow/WorkflowCanvas.svelte982 // ─── Context for node components ────────────────────────────────────────────COMMENT
MEDIUMjs/workflowcanvas/workflow/WorkflowCanvas.svelte1114 // ─── Custom canvas event handlers ───────────────────────────────────────────COMMENT
MEDIUMjs/workflowcanvas/workflow/WorkflowCanvas.svelte1937 // ─── Helpers ─────────────────────────────────────────────────────────────────COMMENT
MEDIUMgradio/workflow_api.py58# ─────────────────────────────────────────────────────────────────────────────COMMENT
MEDIUMgradio/workflow_api.py60# ─────────────────────────────────────────────────────────────────────────────COMMENT
MEDIUMgradio/workflow_api.py274# ─────────────────────────────────────────────────────────────────────────────COMMENT
MEDIUMgradio/workflow_api.py276# ─────────────────────────────────────────────────────────────────────────────COMMENT
MEDIUMgradio/workflow_api.py350# ─────────────────────────────────────────────────────────────────────────────COMMENT
MEDIUMgradio/workflow_api.py352# ─────────────────────────────────────────────────────────────────────────────COMMENT
MEDIUMgradio/workflow_api.py601# ─────────────────────────────────────────────────────────────────────────────COMMENT
MEDIUMgradio/workflow_api.py603# ─────────────────────────────────────────────────────────────────────────────COMMENT
MEDIUM⚡gradio/_vendor/aiofiles/tempfile/__init__.py24# ================================================================COMMENT
MEDIUM⚡gradio/_vendor/aiofiles/tempfile/__init__.py27# ================================================================COMMENT
MEDIUMgradio/_vendor/aiofiles/tempfile/__init__.py159# =========================================================COMMENT
MEDIUMgradio/_vendor/aiofiles/tempfile/__init__.py161# =========================================================COMMENT
Cross-File Repetition29 hits · 145 pts
SeverityFileLineSnippetContext
HIGHCHANGELOG.md0# state cleanup demo 🖼️ images are saved in a user-specific directory and deleted when the users closes the page via demSTRING
HIGHdemo/state_cleanup/run.py0# state cleanup demo 🖼️ images are saved in a user-specific directory and deleted when the users closes the page via demSTRING
HIGHgradio/CHANGELOG.md0# state cleanup demo 🖼️ images are saved in a user-specific directory and deleted when the users closes the page via demSTRING
HIGHclient/python/CHANGELOG.md0# state cleanup demo 🖼️ images are saved in a user-specific directory and deleted when the users closes the page via demSTRING
HIGHclient/python/gradio_client/CHANGELOG.md0# state cleanup demo 🖼️ images are saved in a user-specific directory and deleted when the users closes the page via demSTRING
HIGHclient/js/CHANGELOG.md0# state cleanup demo 🖼️ images are saved in a user-specific directory and deleted when the users closes the page via demSTRING
HIGHCHANGELOG.md0# hello world! start typing below to see the output.STRING
HIGHdemo/blocks_hello/run.py0# hello world! start typing below to see the output.STRING
HIGH.agents/skills/gradio/references/examples.md0# hello world! start typing below to see the output.STRING
HIGHgradio/CHANGELOG.md0# hello world! start typing below to see the output.STRING
HIGHdemo/star_rating_simple/run.py0img { height: 50px; display: inline-block; cursor: pointer; } .faded { filter: grayscale(100%); opacity: 0.3; }STRING
HIGHdemo/star_rating_templates/run.py0img { height: 50px; display: inline-block; cursor: pointer; } .faded { filter: grayscale(100%); opacity: 0.3; }STRING
HIGHdemo/star_rating_events/run.py0img { height: 50px; display: inline-block; cursor: pointer; } .faded { filter: grayscale(100%); opacity: 0.3; }STRING
HIGHdemo/star_rating_component/run.py0img { height: 50px; display: inline-block; cursor: pointer; } .faded { filter: grayscale(100%); opacity: 0.3; }STRING
HIGHdemo/star_rating_templates/run.py0<h2>${label} rating:</h2> ${array.from({length: 5}, (_, i) => `<img class='${i < value ? '' : 'faded'}' src='https://uplSTRING
HIGHdemo/star_rating_props/run.py0<h2>${label} rating:</h2> ${array.from({length: 5}, (_, i) => `<img class='${i < value ? '' : 'faded'}' src='https://uplSTRING
HIGHdemo/star_rating_component/run.py0<h2>${label} rating:</h2> ${array.from({length: 5}, (_, i) => `<img class='${i < value ? '' : 'faded'}' src='https://uplSTRING
HIGHgradio/components/clear_button.py0parameters: parameters: value: default text for the button to display. if a function is provided, the function will be cSTRING
HIGHgradio/components/button.py0parameters: parameters: value: default text for the button to display. if a function is provided, the function will be cSTRING
HIGHgradio/components/duplicate_button.py0parameters: parameters: value: default text for the button to display. if a function is provided, the function will be cSTRING
HIGHgradio/components/color_picker.py0parameters: value: a path or url for the default value that simpleimage component is going to take. if a function is proSTRING
HIGHgradio/_simple_templates/simpledropdown.py0parameters: value: a path or url for the default value that simpleimage component is going to take. if a function is proSTRING
HIGHgradio/_simple_templates/simpleimage.py0parameters: value: a path or url for the default value that simpleimage component is going to take. if a function is proSTRING
HIGHgradio/components/textbox.py0parameters: payload: the text entered in the textarea. returns: passes text value as a {str} into the function.STRING
HIGHgradio/components/datetime.py0parameters: payload: the text entered in the textarea. returns: passes text value as a {str} into the function.STRING
HIGHgradio/_simple_templates/simpletextbox.py0parameters: payload: the text entered in the textarea. returns: passes text value as a {str} into the function.STRING
HIGHgradio/layouts/draggable.py0parameters: visible: if false, group will be hidden. elem_id: an optional string that is assigned as the id of this compSTRING
HIGHgradio/layouts/walkthrough.py0parameters: visible: if false, group will be hidden. elem_id: an optional string that is assigned as the id of this compSTRING
HIGHgradio/layouts/group.py0parameters: visible: if false, group will be hidden. elem_id: an optional string that is assigned as the id of this compSTRING
AI Structural Patterns119 hits · 118 pts
SeverityFileLineSnippetContext
LOWdemo/llm_hf_transformers/run.py18CODE
LOWdemo/chatinterface_save_history/run.py5CODE
LOWdemo/validator_test/run.py20CODE
LOWdemo/dashboard/helpers.py127CODE
LOWdemo/dashboard/helpers.py161CODE
LOWdemo/theme_new_step_3/run.py9CODE
LOWdemo/theme_new_step_2/run.py9CODE
LOWdemo/chatbot_reasoning_tags/run.py19CODE
LOWdemo/validator_interface/run.py20CODE
LOWgradio/server.py60CODE
LOWgradio/server.py180CODE
LOWgradio/server.py221CODE
LOWgradio/node_server.py33CODE
LOWgradio/events.py844CODE
LOWgradio/events.py1085CODE
LOWgradio/events.py543CODE
LOWgradio/events.py615CODE
LOWgradio/block_function.py23CODE
LOWgradio/interface.py84CODE
LOWgradio/chat_interface.py71CODE
LOWgradio/templates.py27CODE
LOWgradio/templates.py105CODE
LOWgradio/templates.py191CODE
LOWgradio/templates.py275CODE
LOWgradio/templates.py365CODE
LOWgradio/templates.py446CODE
LOWgradio/templates.py525CODE
LOWgradio/templates.py587CODE
LOWgradio/templates.py676CODE
LOWgradio/templates.py765CODE
LOWgradio/blocks.py903CODE
LOWgradio/blocks.py2593CODE
LOWgradio/blocks.py3041CODE
LOWgradio/helpers.py44CODE
LOWgradio/helpers.py109CODE
LOWgradio/routes.py2786CODE
LOWgradio/_vendor/aiofiles/threadpool/__init__.py37CODE
LOWgradio/_vendor/aiofiles/threadpool/__init__.py66CODE
LOWgradio/_vendor/aiofiles/tempfile/__init__.py93CODE
LOWgradio/_vendor/aiofiles/tempfile/__init__.py121CODE
LOWgradio/_vendor/aiofiles/tempfile/__init__.py278CODE
LOWgradio/_vendor/aiofiles/tempfile/__init__.py30CODE
LOWgradio/_vendor/aiofiles/tempfile/__init__.py63CODE
LOWgradio/_vendor/aiofiles/tempfile/__init__.py164CODE
LOWgradio/_vendor/aiofiles/tempfile/__init__.py222CODE
LOWgradio/cli/commands/skills.py301CODE
LOWgradio/cli/commands/load_chat.py10CODE
LOWgradio/cli/commands/components/create.py22CODE
LOWgradio/cli/commands/components/docs.py25CODE
LOWgradio/cli/commands/components/publish.py69CODE
LOWgradio/components/plot.py47CODE
LOWgradio/components/model3d.py35CODE
LOWgradio/components/login_button.py40CODE
LOWgradio/components/annotated_image.py51CODE
LOWgradio/components/highlighted_text.py42CODE
LOWgradio/components/clear_button.py32CODE
LOWgradio/components/dataframe.py63CODE
LOWgradio/components/checkboxgroup.py30CODE
LOWgradio/components/file_explorer.py40CODE
LOWgradio/components/paramviewer.py37CODE
59 more matches not shown…
Docstring Block Structure18 hits · 90 pts
SeverityFileLineSnippetContext
HIGHtest/test_utils.py846This is a test function. Args: param1: First parameter param2: Second parameSTRING
HIGHgradio/media.py38 Internal function to get the path to a media file. Args: media_type: Type of media (images, videos, auSTRING
HIGHgradio/media.py76 Get path to an image file. Args: filename: Filename of the image (e.g., "tower.jpg"). If None, returnsSTRING
HIGHgradio/media.py93 Get path to a video file. Args: filename: Filename of the video (e.g., "world.mp4"). If None, returns STRING
HIGHgradio/media.py110 Get path to an audio file. Args: filename: Filename of the audio (e.g., "cantina.wav"). If None, returSTRING
HIGHgradio/media.py127 Get path to a 3D model file. Args: filename: Filename of the 3D model (e.g., "Duck.glb"). If None, retSTRING
HIGHgradio/media.py144 Get path to a data file (CSV, JSON, text, etc.). Args: filename: Filename of the data file (e.g., "titSTRING
HIGHgradio/interface.py985 Parameters: interface_list: A list of Interfaces (or Blocks) to be rendered in the tabs. STRING
HIGHgradio/utils.py861 Runs coroutines in background. Warning, be careful to not use this function in other than FastAPI scope, becauSTRING
HIGHgradio/utils.py2105 Get the description of a function, its parameters, and return values by parsing the docstring. The docstring shSTRING
HIGHgradio/blocks.py954 Adds an event to the component's dependencies. Parameters: targets: a list of EventListenerSTRING
HIGHgradio/blocks.py3099 Launches a simple web server that serves the demo. Can also be used to create a public link used by anySTRING
HIGHgradio/external.py55 Constructs a Gradio app automatically from a Hugging Face model/Space repo name or a 3rd-party API provider. Note tSTRING
HIGHgradio/external.py958 Load a Gradio app from an OpenAPI v3 specification. Parameters: openapi_spec: URL, file path, or dictiSTRING
HIGHgradio/data_classes.py302 Copies the file to a specified directory and returns a new FileData object representing the copied file. STRING
HIGHguides/10_mcp/01_building-mcp-server-with-gradio.md155Make a request to everyone's favorite API. Args: prompt: The prompt to send to the API. Returns: STRING
HIGHclient/python/gradio_client/client.py587 Calls the Gradio API and returns the result (this is a blocking call). Arguments can be provided as positional STRING
HIGHclient/python/gradio_client/client.py628 Creates and returns a Job object which calls the Gradio API in a background thread. The job can be used to retrSTRING
Structural Annotation Overuse44 hits · 66 pts
SeverityFileLineSnippetContext
LOW.agents/skills/hf-gradio/SKILL.md10## Step 1 - Verify installationCOMMENT
LOW.agents/skills/hf-gradio/SKILL.md20### Step 2 - Use `info` to discover endpoints and payload formatCOMMENT
LOW.agents/skills/hf-gradio/SKILL.md53## Step 3 - Use `predict` to generate the predictionCOMMENT
LOWguides/08_custom-components/07_pdf-component-example.md9## Step 0: PrerequisitesCOMMENT
LOWguides/08_custom-components/07_pdf-component-example.md15## Step 1: Creating the custom componentCOMMENT
LOWguides/08_custom-components/07_pdf-component-example.md35## Step 2: Frontend - modify javascript dependenciesCOMMENT
LOWguides/08_custom-components/07_pdf-component-example.md89## Step 3: Frontend - Launching the Dev ServerCOMMENT
LOWguides/08_custom-components/07_pdf-component-example.md105## Step 4: Frontend - The basic skeletonCOMMENT
LOWguides/08_custom-components/07_pdf-component-example.md184## Step 5: Frontend - Nicer Upload TextCOMMENT
LOWguides/08_custom-components/07_pdf-component-example.md264## Step 6: PDF Rendering logicCOMMENT
LOWguides/08_custom-components/07_pdf-component-example.md351## Step 7: Handling The File Upload And ClearCOMMENT
LOWguides/08_custom-components/07_pdf-component-example.md395## Step 8: Adding buttons to navigate pagesCOMMENT
LOWguides/08_custom-components/07_pdf-component-example.md532## Step 9: The backendCOMMENT
LOWguides/08_custom-components/07_pdf-component-example.md600## Step 10: Add a demo and publish!COMMENT
LOW…ents-and-lite/07_fastapi-app-with-the-gradio-client.md29## Step 1: Write the Video Processing FunctionCOMMENT
LOW…ents-and-lite/07_fastapi-app-with-the-gradio-client.md89## Step 2: Create a FastAPI app (Backend Routes)COMMENT
LOW…ents-and-lite/07_fastapi-app-with-the-gradio-client.md131## Step 3: Create a FastAPI app (Frontend Template)COMMENT
LOW…ents-and-lite/07_fastapi-app-with-the-gradio-client.md173## Step 4: Run your FastAPI appCOMMENT
LOW…-clients-and-lite/03_querying-gradio-apps-with-curl.md58## Step 0: Get the URL for your Gradio AppCOMMENT
LOW…-clients-and-lite/03_querying-gradio-apps-with-curl.md85## Step 1: Make a Prediction (POST)COMMENT
LOW…-clients-and-lite/03_querying-gradio-apps-with-curl.md187## Step 2: GET the resultCOMMENT
LOW…ides/11_other-tutorials/deploying-gradio-with-disco.md21### Step 1: Create a ServerCOMMENT
LOW…ides/11_other-tutorials/deploying-gradio-with-disco.md27### Step 2: Configure DNS SettingsCOMMENT
LOW…ides/11_other-tutorials/deploying-gradio-with-disco.md48### Step 3: Test Your Server ConnectionCOMMENT
LOW…ides/11_other-tutorials/deploying-gradio-with-disco.md63### Step 4: Install the Disco CLI on Your Local MachineCOMMENT
LOW…ides/11_other-tutorials/deploying-gradio-with-disco.md79### Step 5: Initialize Your Server with DiscoCOMMENT
LOW…ides/11_other-tutorials/deploying-gradio-with-disco.md97### Step 6: Fork the Example Gradio AppCOMMENT
LOW…ides/11_other-tutorials/deploying-gradio-with-disco.md101### Step 7: Connect Disco to GitHubCOMMENT
LOW…ides/11_other-tutorials/deploying-gradio-with-disco.md115### Step 8: Deploy Your Gradio AppCOMMENT
LOW…ides/11_other-tutorials/deploying-gradio-with-disco.md128### Step 9: Test Your Deployed AppCOMMENT
LOW…_other-tutorials/create-your-own-friends-with-a-gan.md143## Step 5 - Polishing it upCOMMENT
LOWguides/11_other-tutorials/plot-component-for-maps.md15## Step 1 - Loading CSV data 💾COMMENT
LOWguides/11_other-tutorials/plot-component-for-maps.md35## Step 2 - Map Figure 🌐COMMENT
LOWguides/11_other-tutorials/plot-component-for-maps.md73## Step 3 - Gradio App ⚡️COMMENT
LOWguides/11_other-tutorials/plot-component-for-maps.md96## Step 4 - Deployment 🤗COMMENT
LOW…des/11_other-tutorials/deploying-gradio-with-docker.md18#### Step 1: Create Your Gradio AppCOMMENT
LOW…des/11_other-tutorials/deploying-gradio-with-docker.md33#### Step 2: Create a DockerfileCOMMENT
LOW…des/11_other-tutorials/deploying-gradio-with-docker.md57#### Step 3: Build and Run Your Docker ContainerCOMMENT
LOW…ides/11_other-tutorials/deploying-gradio-with-modal.md47### Step 1: Define our `modal.Image`COMMENT
LOW…ides/11_other-tutorials/deploying-gradio-with-modal.md67### Step 2: Wrap the Gradio app in a Modal-deployed FastAPI appCOMMENT
LOW…ides/11_other-tutorials/deploying-gradio-with-modal.md100### Step 3: Deploying on ModalCOMMENT
LOWguides/11_other-tutorials/running-background-tasks.md25## Step 1 - Write your database logic 💾COMMENT
LOWguides/11_other-tutorials/running-background-tasks.md80## Step 2 - Create a gradio app ⚡COMMENT
LOWguides/11_other-tutorials/running-background-tasks.md99## Step 3 - Synchronize with HuggingFace Datasets 🤗COMMENT
Fake / Example Data49 hits · 46 pts
SeverityFileLineSnippetContext
LOWdemo/blocks_essay_simple/run.py7 return gr.Textbox(lines=8, visible=True, value="Lorem ipsum dolor sit amet")CODE
LOWdemo/blocks_essay_simple/run.py7 return gr.Textbox(lines=8, visible=True, value="Lorem ipsum dolor sit amet")CODE
LOWdemo/sentence_builder/run.py16 ["ran", "swam", "ate", "slept"], value=["swam", "slept"], multiselect=True, label="Activity", info="Lorem ipCODE
LOWdemo/sentence_builder/run.py16 ["ran", "swam", "ate", "slept"], value=["swam", "slept"], multiselect=True, label="Activity", info="Lorem ipCODE
LOWdemo/dataframe_widths/run.py8 "Lorem ipsum dolor sit amet, consectetur adipiscing elit.",CODE
LOWdemo/dataframe_widths/run.py8 "Lorem ipsum dolor sit amet, consectetur adipiscing elit.",CODE
LOWdemo/blocks_xray/run.py15With this model you can lorem ipsumSTRING
LOWdemo/dataset_component/run.py11 ["Lorem ipsum"],CODE
LOWdemo/blocks_essay/run.py13 return gr.Textbox(lines=8, visible=True, value="Lorem ipsum dolor sit amet"), gr.Button(interactive=True)CODE
LOWdemo/blocks_essay/run.py13 return gr.Textbox(lines=8, visible=True, value="Lorem ipsum dolor sit amet"), gr.Button(interactive=True)CODE
LOWdemo/kitchen_sink/run.py90 gr.Textbox(value="Lorem ipsum", label="Textbox"),CODE
LOW⚡test/test_utils.py76 in_article = "placeholder"CODE
LOW⚡test/test_analytics.py31 analytics._do_normal_analytics_request("placeholder", {})CODE
LOW⚡test/test_analytics.py37 analytics.error_analytics("placeholder")CODE
LOW⚡test/test_external.py393 token="fake-token",STRING
LOW⚡test/test_external.py411 "http://fake-api.com/v1", model="test-model", token="fake-token", streaming=TrueSTRING
LOWtest/components/test_image_editor.py78 "placeholder": None,CODE
LOWtest/components/test_image.py58 "placeholder": None,CODE
LOWtest/components/test_textbox.py21 "placeholder": None,CODE
LOWtest/components/test_number.py37 "placeholder": None,CODE
LOWtest/components/test_number.py74 "placeholder": None,CODE
LOWtest/components/test_chatbot.py86 "placeholder": None,CODE
LOWtest/test_files/xray_config.json12 "value": "# Detect Disease From Scan\nWith this model you can lorem ipsum\n- ipsum 1\n- ipsum 2",CODE
LOWtest/test_files/xray_config_diff_ids.json12 "value": "# Detect Disease From Scan\nWith this model you can lorem ipsum\n- ipsum 1\n- ipsum 2",CODE
LOWtest/test_files/xray_config_wrong.json12 "value": "# Detect Disease From Scan\nWith this model you can lorem ipsum\n- ipsum 1\n- ipsum 2",CODE
LOWjs/atoms/src/Block.svelte274 class="placeholder"CODE
LOWjs/chatbot/shared/Examples.svelte39 <div class="placeholder">CODE
LOWjs/utils/src/utils.svelte.ts13 "placeholder",CODE
LOWjs/spa/test/chatbot_multimodal.spec.ts7 await textbox.fill("Lorem ipsum");CODE
LOWjs/spa/test/chatbot_multimodal.spec.ts19 await expect(user_message).toEqual("Lorem ipsum");CODE
LOWjs/spa/test/blocks_essay.spec.ts11 await expect(textbox).toHaveValue("Lorem ipsum dolor sit amet");CODE
LOWjs/spa/test/blocks_essay.spec.ts11 await expect(textbox).toHaveValue("Lorem ipsum dolor sit amet");CODE
LOW.agents/skills/gradio/references/examples.md14 return gr.Textbox(lines=8, visible=True, value="Lorem ipsum dolor sit amet")CODE
LOW.agents/skills/gradio/references/examples.md14 return gr.Textbox(lines=8, visible=True, value="Lorem ipsum dolor sit amet")CODE
LOWgradio/test_data/blocks_configs.py11 "value": "<h1>Detect Disease From Scan</h1>\n<p>With this model you can lorem ipsum</p>\n<ul>\n<li>ipsumCODE
LOWgradio/test_data/blocks_configs.py359 "value": "<h1>Detect Disease From Scan</h1>\n<p>With this model you can lorem ipsum</p>\n<ul>\n<li>ipsumCODE
LOWgradio/test_data/blocks_configs.py708 "value": "<h1>Detect Disease From Scan</h1>\n<p>With this model you can lorem ipsum</p>\n<ul>\n<li>ipsumCODE
LOWgradio/layouts/accordion.py22 gr.Markdown("lorem ipsum")STRING
LOWgradio/themes/builder_app.py324 placeholder="John Doe",CODE
LOWgradio/themes/builder_app.py325 value="John Doe",CODE
LOWgradio/themes/builder_app.py342 info="Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt CODE
LOWgradio/themes/builder_app.py342 info="Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt CODE
LOWgradio/themes/app.py37 placeholder="John Doe",STRING
LOWgradio/themes/app.py38 value="John Doe",STRING
LOWgradio/themes/app.py53 info="Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut laborSTRING
LOWgradio/themes/app.py53 info="Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut laborSTRING
LOWguides/05_chatbots/01_creating-a-chatbot-fast.md171Here's another example that adds a "placeholder" for your chat interface, which appears before the user has started chatCODE
LOWscripts/overwrite_xray_config.py24 With this model you can lorem ipsumSTRING
LOWscripts/overwrite_xray_config.py63 With this model you can lorem ipsumSTRING
Cross-Language Confusion9 hits · 45 pts
SeverityFileLineSnippetContext
HIGHdemo/super_html/run.py301 completed.push(index);CODE
HIGHdemo/kitchen_sink/run.py10JSONOBJ = """{"items":{"item":[{"id": "0001","type": null,"is_good": false,"ppu": 0.55,"batters":{"batter":[{ "id": "100CODE
HIGHgradio/mcp.py294 return client.command ? client.command : JSON.stringify(client.config, null, 2);CODE
HIGHgradio/mcp.py325 if (navigator.clipboard && navigator.clipboard.writeText) {CODE
HIGHgradio/routes.py1701 success, event_id, state = await blocks._queue.push(CODE
HIGHgradio/components/deep_link_button.py122 navigator.clipboard.writeText(currentUrl.toString());CODE
HIGH…dio/components/custom_html_components/audio_gallery.py23 <div class="audio-label">${labels && labels[i] ? labels[i] : 'Audio ' + (i + 1)}</div>CODE
HIGH…dio/components/custom_html_components/audio_gallery.py87 timeDisplay.textContent = `${minutes}:${seconds.toString().padStart(2, '0')}`;CODE
HIGHgradio/themes/builder_app.py858 if (fonts && Array.isArray(fonts)) {CODE
Over-Commented Block44 hits · 44 pts
SeverityFileLineSnippetContext
LOWdemo/scatter_plot/run.py1import gradio as grCOMMENT
LOWdemo/line_plot/run.py21# [COMMENT
LOWtest/test_theme_sharing.py281 def test_get_next_version(self, mock):COMMENT
LOWtest/requirements.txt1# This file was autogenerated by uv via the following command:COMMENT
LOWtest/requirements.txt21 # viaCOMMENT
LOWtest/requirements.txt41click==8.4.2COMMENT
LOWtest/requirements.txt61email-validator==2.3.0COMMENT
LOWtest/requirements.txt81 # via matplotlibCOMMENT
LOWtest/requirements.txt101 # -r test/requirements.inCOMMENT
LOWtest/requirements.txt121jedi==0.20.0COMMENT
LOWtest/requirements.txt161networkx==3.4.2COMMENT
LOWtest/requirements.txt181 # buildCOMMENT
LOWtest/requirements.txt201platformdirs==4.11.2COMMENT
LOWtest/requirements.txt221 # via pydanticCOMMENT
LOWtest/requirements.txt241pytest-rerunfailures==16.4COMMENT
LOWtest/requirements.txt261 # transformersCOMMENT
LOWtest/requirements.txt281 # diffusersCOMMENT
LOWtest/requirements.txt301 # -r test/requirements.inCOMMENT
LOWtest/requirements.txt321 # transformersCOMMENT
LOWtest/requirements.txt341 # pydanticCOMMENT
LOWtest/tmp/tmp.txt1# tmp files saved hereCOMMENT
LOWjs/core/src/resize.ts121 if (next > state.last_reported_height) {COMMENT
LOWjs/core/src/stores.ts1import { type Writable, writable, get } from "svelte/store";COMMENT
LOWjs/core/src/init.svelte.ts541 const old_value = node?.props.props.value;COMMENT
LOWjs/utils/src/utils.svelte.ts621 // @ts-ignoreCOMMENT
LOWjs/row/Index.svelte1<script lang="ts">COMMENT
LOWjs/_spaces-test/vite.config.js101 // discloseVersion: false,COMMENT
LOWjs/theme/src/index.ts1// export { default as reset } from "./reset.css";COMMENT
LOWjs/workflowcanvas/workflow/WorkflowCanvas.svelte321 // A viewer who has arranged this workflow before gets their own layoutCOMMENT
LOWjs/_website/generate_jsons/chunking.py141 chunks.content.pop(i)COMMENT
LOWjs/_website/generate_jsons/embed.py21# def embed_and_upload(title, _type, url, contents):COMMENT
LOWjs/_website/generate_jsons/embed.py41# data = response.json()COMMENT
LOWjs/_website/generate_jsons/embed.py61# {"role": "user", "content": content}COMMENT
LOWjs/_website/generate_jsons/embed.py81# chunks = chunker.chunk_page(guide["title"], guide["slug"], description, guide["type"])COMMENT
LOWjs/_website/generate_jsons/embed.py101# WHERE type = 'DEMO'COMMENT
LOWjs/_website/generate_jsons/embed.py141 )COMMENT
LOWjs/_website/src/lib/prism.ts1import Prism from "prismjs";COMMENT
LOWjs/preview/src/plugins.ts141COMMENT
LOWjs/imageeditor/types.ts61// export let _selectable = false;COMMENT
LOWgradio/utils.py401 # Need to import the module in this thread so that theCOMMENT
LOWscripts/helpers.sh21#######################################COMMENT
LOWscripts/helpers.sh41}COMMENT
LOWscripts/helpers.sh61function aws_required() {COMMENT
LOWscripts/profile_e2e/run.sh1#!/usr/bin/env bashCOMMENT
Self-Referential Comments10 hits · 26 pts
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MEDIUMdemo/mcp_resources_and_prompts/fastmcp.py9# Create an MCP serverCOMMENT
MEDIUMdemo/yolov10_webcam_stream/utils.py87# Create a list of colors for each class where each color is a tuple of 3 integer valuesCOMMENT
MEDIUMdemo/magic_8_ball/run.py52 # Create an audio segment from the numpy arrayCOMMENT
MEDIUMgradio/route_utils.py854 # Create the parser.COMMENT
MEDIUMgradio/external.py558 if "allow_flagging" in config: # Create an Interface for Gradio 2.x SpacesCODE
MEDIUMgradio/external.py562 else: # Create a Blocks for Gradio 3.x SpacesCODE
MEDIUMscripts/upload_demo_to_space.py38 # Create the repository if it doesn't existCOMMENT
MEDIUMscripts/upload_demo_to_space.py78 # Create the repository if it doesn't existSTRING
MEDIUMclient/python/gradio_client/client.py209 # Create a pool of threads to handle the requestsCOMMENT
MEDIUMclient/python/gradio_client/utils.py597 # Create a new copy of the error dict so weCOMMENT
Modern Structural Boilerplate25 hits · 25 pts
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LOWjs/preview/test/test/backend/gradio_test/__init__.py4__all__ = ['Test']CODE
LOWgradio/route_utils.py92logger = logging.getLogger(__name__)CODE
LOWgradio/chat_interface.py552 def _setup_events(self) -> None:CODE
LOWgradio/__init__.py147__all__ = [CODE
LOWgradio/ranged_response.py85 def set_range_headers(self, range: ClosedRange) -> None:CODE
LOWgradio/utils.py1477def set_static_paths(paths: str | Path | list[str | Path]) -> None:CODE
LOWgradio/audio_stream_encoder.py19logger = logging.getLogger(__name__)CODE
LOWgradio/workflow.py148logger = logging.getLogger(__name__)CODE
LOWgradio/workflow_api.py29logger = logging.getLogger(__name__)CODE
LOWgradio/history.py33logger = logging.getLogger(__name__)CODE
LOWgradio/_vendor/aiofiles/os.py8__all__ = [CODE
LOWgradio/_vendor/aiofiles/__init__.py14__all__ = [CODE
LOW⚡gradio/_vendor/aiofiles/tempfile/__init__.py16__all__ = [CODE
LOWgradio/_vendor/ffmpy/__init__.py3__all__ = ["FFmpeg", "FFprobe", "FFExecutableNotFoundError", "FFRuntimeError"]CODE
LOWgradio/cli/__init__.py4__all__ = ["cli", "deploy", "custom_component", "sketch"]CODE
LOWgradio/cli/commands/__init__.py13__all__ = [CODE
LOWgradio/cli/commands/components/_create_utils.py464__all__ = ['{name}']CODE
LOWgradio/cli/commands/components/__init__.py3__all__ = ["app"]CODE
LOWgradio/components/__init__.py66__all__ = [CODE
LOWgradio/components/video.py40logger = logging.getLogger(__name__)CODE
LOWgradio/layouts/__init__.py11__all__ = [CODE
LOWgradio/_simple_templates/__init__.py5__all__ = ["SimpleDropdown", "SimpleTextbox", "SimpleImage"]CODE
LOWgradio/themes/__init__.py18__all__ = [CODE
LOWgradio/themes/utils/__init__.py7__all__ = [CODE
LOWclient/python/gradio_client/__init__.py5__all__ = [CODE
Modern AI Meta-Vocabulary6 hits · 13 pts
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MEDIUMCHANGELOG.md438- [#13176](https://github.com/gradio-app/gradio/pull/13176) [`45c4ecd`](https://github.com/gradio-app/gradio/commit/45c4CODE
MEDIUMdemo/llm_llamaindex/run.py1# This is a simple RAG chatbot built on top of Llama Index and Gradio. It allows you to upload any text or PDF files andCOMMENT
MEDIUMjs/statustracker/CHANGELOG.md74- [#13176](https://github.com/gradio-app/gradio/pull/13176) [`45c4ecd`](https://github.com/gradio-app/gradio/commit/45c4CODE
MEDIUMjs/markdown-code/CHANGELOG.md54- [#13176](https://github.com/gradio-app/gradio/pull/13176) [`45c4ecd`](https://github.com/gradio-app/gradio/commit/45c4CODE
MEDIUMgradio/CHANGELOG.md438- [#13176](https://github.com/gradio-app/gradio/pull/13176) [`45c4ecd`](https://github.com/gradio-app/gradio/commit/45c4CODE
MEDIUMclient/js/CHANGELOG.md87- [#13176](https://github.com/gradio-app/gradio/pull/13176) [`45c4ecd`](https://github.com/gradio-app/gradio/commit/45c4CODE
Redundant / Tautological Comments9 hits · 11 pts
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LOWdemo/chatbot_feedback/run.py8 # Set feedback_value to ["Like"] for the assistant messageCOMMENT
LOWtest/test_networking.py128 # Check if the path is for a JS moduleCOMMENT
LOWtest/test_interfaces.py317 live=True, # Set live to True for real-time feedbackCODE
LOWtest/test_docker/conftest.py18 # Check if wheels already exist (e.g., copied from CI artifacts)COMMENT
LOWgradio/route_utils.py370 # Set parent to None to avoid pickle issues in ZeroGPUCOMMENT
LOWgradio/route_utils.py860 # Write file data, it needs to use await with the UploadFile methodsCOMMENT
LOWgradio/utils.py565 try: # Check if running interactively using ipython.CODE
LOWgradio/utils.py592 try: # Check if running interactively using ipython.CODE
LOWgradio/blocks.py3669 # Check if running in a Python notebook in which case, display inlineCOMMENT
Slop Phrases7 hits · 10 pts
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LOWdemo/llm_openai/run.py2# Before running this, make sure you have exported your OpenAI API key as an environment variable:COMMENT
LOWdemo/llm_claude/run.py2# Before running this, make sure you have exported your Anthropic API key as an environment variable:COMMENT
LOWdemo/llm_minimax/run.py2# Before running this, make sure you have exported your MiniMax API key as an environment variable:COMMENT
LOWdemo/llm_llamaindex/run.py2# Before running this, make sure you have exported your OpenAI API key as an environment variable:COMMENT
LOWdemo/llm_langchain/run.py2# Before running this, make sure you have exported your OpenAI API key as an environment variable:COMMENT
LOWdemo/llm_hyperbolic/run.py2# Before running this, make sure you have exported your Hyperbolic API key as an environment variable:COMMENT
LOWdemo/llm_sambanova/run.py2# Before running this, make sure you have exported your SambaNova API key as an environment variable:COMMENT
Hallucination Indicators1 hit · 10 pts
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CRITICALjs/plot/shared/plot_types/altair_utils.ts83 d.encoding.color.scale.range = d.encoding.color.scale.range.map(CODE
AI Slop Vocabulary5 hits · 9 pts
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LOWgradio/blocks.py371 # copying the file to the cache and just use the remote file path.COMMENT
LOWgradio/blocks.py411 # copying the file to the cache and just use the remote file path.COMMENT
LOWgradio/cli/commands/components/publish.py58 # If anything goes wrong, just return None so we upload all filesCOMMENT
LOWgradio/components/video.py442 # to another format and have a watermark added, we can just return the URLCOMMENT
MEDIUMscripts/download_offline_assets.py151 # test harness), so fetch the pinned v4.3.1 build rather than copying it.COMMENT
Overly Generic Function Names3 hits · 2 pts
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LOWtest/test_networking.py121 def handle_request(self):CODE
LOWgradio/helpers.py790 def my_function(x, progress=gr.Progress()):STRING
LOWclient/python/test/conftest.py140 def my_function(x, progress=gr.Progress()):CODE
Dead Code1 hit · 2 pts
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MEDIUMtest/test_routes.py2848CODE
Example Usage Blocks2 hits · 2 pts
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LOWgradio/cli/commands/components/_create_utils.py417## Example usageSTRING
LOWscripts/profile_e2e/run.sh4# Usage:COMMENT
Verbosity Indicators1 hit · 2 pts
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LOWgradio/analytics.py139 # Sometimes the target can be the Blocks object itself, so we need to check if its in blocks.blocksCOMMENT