33.2

Adjusted Signal

33.2

Raw Pattern Score

100%

Time Factor

2026-10-29

Last Push

9.4K

Stars

Python

Language

61.8K

Lines of Code

516

Files

941

Pattern Hits

2026-10-31

Scan Date

0.51

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 20.6/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 281 finding(s).

Hallucinated Dependency & Supply Chain Risk 67.8/100 · HIGH

Are imports declared and package/API names verified? 473 finding(s).

Agent Over-Engineering Ratio 31.2/100 · MEDIUM

Are wrappers, guards, and repeated structures necessary? 281 finding(s).

PR Review Velocity Impact 84.2/100 · CRITICAL

Which changes need focused human review? 941 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 263MEDIUM 14LOW 664

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 941 distinct pattern matches across 12 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.

Cross-Language Confusion221 hits · 1151 pts

Severity	File	Line	Snippet	Context
HIGH⚡	visidata/indexsheet.py	93	vd.addCommand('S', 'sheets-stack', 'vd.push(vd.sheetsSheet)', 'open Sheets Stack: join or jump between the active sheets	STRING
HIGH⚡	visidata/indexsheet.py	94	vd.addCommand('gS', 'sheets-all', 'vd.allSheetsSheet.reload(); vd.push(vd.allSheetsSheet)', 'open Sheets Sheet: join or	STRING
HIGH⚡	visidata/indexsheet.py	102	IndexSheet.addCommand('gC', 'columns-selected', 'vd.push(ColumnsSheet("all_columns", source=selectedRows))', 'open Colum	STRING
HIGH⚡	visidata/indexsheet.py	105	SheetsSheet.addCommand('Enter', 'open-row', 'dest=cursorRow; vd.sheets.remove(sheet) if not sheet.precious else None; vd	STRING
HIGH	visidata/plugins.py	96	BaseSheet.addCommand(None, 'open-plugins', 'vd.push(vd.pluginsSheet)', 'Open Plugins Sheet to manage supported plugins')	CODE
HIGH	visidata/sidebar.py	238	BaseSheet.addCommand('gb', 'open-sidebar', 'sheet.current_sidebar = "" if not hasattr(sheet, "current_sidebar") else she	STRING
HIGH	visidata/guide.py	238	BaseSheet.addCommand('', 'open-guide-index', 'vd.push(GuideIndex("VisiData_Guide"))', 'open VisiData guides table of con	STRING
HIGH	visidata/statusbar.py	301	BaseSheet.addCommand('Ctrl+P', 'open-statuses', 'vd.push(vd.statusHistorySheet)', 'open Status History')	CODE
HIGH	visidata/input_history.py	55	vd.addCommand(None, 'open-input-history', 'vd.push(inputHistorySheet)', 'open sheet with previous inputs')	CODE
HIGH	visidata/choose.py	35	vd.push(vs)	CODE
HIGH⚡	visidata/sheets.py	1323	Sheet.addCommand('"', 'dup-selected', 'vs=copy(sheet); vs.name += "_selectedref"; vs.reload=lambda vs=vs,rows=selectedRo	CODE
HIGH⚡	visidata/sheets.py	1324	Sheet.addCommand('g"', 'dup-rows', 'vs=copy(sheet); vs.name+="_copy"; vs.rows=list(rows); status("copied "+vs.name); vs.	CODE
HIGH⚡	visidata/sheets.py	1325	Sheet.addCommand('z"', 'dup-selected-deep', 'vs = copy(sheet); vs.name += "_selecteddeepcopy"; vs.rows = vs.async_deepco	CODE
HIGH⚡	visidata/sheets.py	1326	Sheet.addCommand('gz"', 'dup-rows-deep', 'vs = copy(sheet); vs.name += "_deepcopy"; vs.rows = vs.async_deepcopy(rows); v	CODE
HIGH	visidata/sheets.py	1158	return vd.push(vs)	CODE
HIGH	visidata/sheets.py	1304	vd.push(vs)	CODE
HIGH	visidata/sheets.py	1347	BaseSheet.addCommand('A', 'open-new', 'vd.push(vd.newSheet("unnamed", 1))', 'Open new empty sheet')	CODE
HIGH	visidata/sheets.py	1349	BaseSheet.addCommand('`', 'open-source', 'vd.push(source)', 'open source sheet')	CODE
HIGH	visidata/mainloop.py	361	vd.push(vs, load=False)	CODE
HIGH	visidata/memory.py	45	BaseSheet.addCommand('Alt+Shift+M', 'open-memos', 'vd.push(vd.memosSheet)', 'open the Memory Sheet')	CODE
HIGH	visidata/pyobj.py	266	vd.push(sheet.openRow(r))	CODE
HIGH	visidata/pyobj.py	274	vd.push(openCell(col, r))	CODE
HIGH⚡	visidata/pyobj.py	301	BaseSheet.addCommand('Ctrl+X', 'pyobj-expr', 'expr=inputPythonExpr(); vd.push(PyobjSheet(expr, source=sheet.evalExpr(exp	CODE
HIGH⚡	visidata/pyobj.py	305	BaseSheet.addCommand('zCtrl+X', 'pyobj-expr-row', 'expr = input("eval over current row: ", "expr", completer=CompleteExp	CODE
HIGH⚡	visidata/pyobj.py	310	Sheet.addCommand('Ctrl+Y', 'pyobj-row', 'status(type(cursorRow).__name__); vd.push(openRowPyobj(cursorRowIndex))', 'open	CODE
HIGH⚡	visidata/pyobj.py	311	Sheet.addCommand('zCtrl+Y', 'pyobj-cell', 'status(type(cursorValue).__name__); vd.push(openCellPyobj(cursorCol, cursorRo	CODE
HIGH⚡	visidata/pyobj.py	312	BaseSheet.addCommand('gCtrl+Y', 'pyobj-sheet', 'status(type(sheet).__name__); vd.push(PyobjSheet(sheet.name+"_sheet", so	CODE
HIGH⚡	visidata/pyobj.py	314	Sheet.addCommand('', 'open-row-basic', 'vd.push(TableSheet.openRow(sheet, cursorRow))', 'dive into current row as basic	CODE
HIGH⚡	visidata/pyobj.py	315	Sheet.addCommand('Enter', 'open-row', 'vd.push(openRow(cursorRow)) if cursorRow is not None else vd.fail("no row to open	CODE
HIGH⚡	visidata/pyobj.py	316	Sheet.addCommand('zEnter', 'open-cell', 'vd.push(openCell(cursorCol, cursorRow))', 'open sheet with copies of rows refer	CODE
HIGH	visidata/splitwin.py	14	vd.push(undersheet, pane=pane)	CODE
HIGH	visidata/_open.py	218	BaseSheet.addCommand('o', 'open-file', 'vd.push(openSource(inputPath("open: "), create=True))', 'Open file or URL')	CODE
HIGH	visidata/_open.py	219	TableSheet.addCommand('zo', 'open-cell-file', 'cd=cursorDisplay; (vd.push(openSource(cd) if cd else fail("no path given"	CODE
HIGH⚡	visidata/textsheet.py	121	BaseSheet.addCommand('Ctrl+E', 'error-recent', 'recentErrorsSheet.reload(); vd.push(recentErrorsSheet) if vd.lastErrors	STRING
HIGH⚡	visidata/textsheet.py	122	BaseSheet.addCommand('gCtrl+E', 'errors-all', 'vd.push(vd.allErrorsSheet)', 'view traceback for most recent errors')	STRING
HIGH⚡	visidata/textsheet.py	124	Sheet.addCommand('zCtrl+E', 'error-cell', 'vd.push(ErrorCellSheet(sheet.name+"_cell_error", sourceSheet=sheet, source=ge	STRING
HIGH⚡	visidata/graph.py	381	Sheet.addCommand('.', 'plot-column', 'vd.push(GraphSheet(sheet.name, "graph", source=sheet, sourceRows=rows, xcols=keyCo	CODE
HIGH⚡	visidata/graph.py	382	Sheet.addCommand('g.', 'plot-numerics', 'vd.push(GraphSheet(sheet.name, "graph", source=sheet, sourceRows=rows, xcols=ke	CODE
HIGH⚡	visidata/graph.py	383	ColumnsSheet.addCommand('g.', 'plot-source-selected', 'vd.push(GraphSheet(sheet.source[0].name, "graph", source=source[0	CODE
HIGH	visidata/deprecated.py	107	return vd.push(vs)	CODE
HIGH	visidata/shell.py	65	vd.push(TextSheet(' '.join(args), source=lines))	CODE
HIGH⚡	visidata/shell.py	307	DirSheet.addCommand('`', 'open-dir-parent', 'vd.push(openSource(source.parent if source.resolve()!=Path(".").resolve() e	STRING
HIGH⚡	visidata/shell.py	308	BaseSheet.addCommand('', 'open-dir-current', 'vd.push(vd.currentDirSheet)', 'open Directory Sheet: browse properties of	STRING
HIGH⚡	visidata/shell.py	312	DirSheet.addCommand('Enter', 'open-row-file', 'vd.push(openSource(cursorRow or fail("no row"), filetype="dir" if cursorR	STRING
HIGH⚡	visidata/shell.py	313	DirSheet.addCommand('gEnter', 'open-rows', 'for r in selectedRows: vd.push(openSource(r))', 'open selected files as new	STRING
HIGH⚡	visidata/shell.py	320	DirSheet.addCommand('zEnter', 'open-row-filetype', 'ft = input("filetype: ", type="filetype", value=options.filetype or	STRING
HIGH	visidata/shell.py	342	vd.push(vs, pane=2)	STRING
HIGH	visidata/movement.py	117	vd.push(matches[0])	CODE
HIGH	visidata/movement.py	163	BaseSheet.addCommand(f'Alt+{str(i)[-1]}', f'jump-sheet-{i}', f'vd.push(*(list(s for s in allSheets if s.shortcut==st	CODE
HIGH	visidata/movement.py	166	BaseSheet.addCommand('', f'jump-sheet-{i}', f'vd.push(*(list(s for s in allSheets if s.shortcut==str({i})) or fail("	CODE
HIGH	visidata/movement.py	230	BaseSheet.addCommand('Ctrl+^', 'jump-prev', 'vd.activeStack[1:] or fail("no previous sheet"); vd.push(vd.activeStack[1])	CODE
HIGH	visidata/movement.py	231	BaseSheet.addCommand('gCtrl+^', 'jump-first', 'vd.push(vd.activeStack[-1])', 'jump to first sheet')	CODE
HIGH	visidata/threads.py	535	BaseSheet.addCommand('Ctrl+T', 'threads-all', 'vd.push(vd.allThreadsSheet)', 'open Threads for all sheets')	STRING
HIGH	visidata/threads.py	536	BaseSheet.addCommand('zCtrl+T', 'threads-sheet', 'vd.push(ThreadsSheet("threads", source=sheet.currentThreads))', 'open	STRING
HIGH	visidata/optionssheet.py	91	BaseSheet.addCommand('O', 'options-global', 'vd.push(vd.globalOptionsSheet)', 'open Options Sheet: edit global options (	CODE
HIGH	visidata/optionssheet.py	93	BaseSheet.addCommand('zO', 'options-sheet', 'vd.push(sheet.optionsSheet)', 'open Options Sheet: edit sheet options (appl	CODE
HIGH	visidata/macros.py	269	Sheet.addCommand('gm', 'macro-sheet', 'vd.push(vd.macrosheet)', 'open an index of existing macros')	STRING
HIGH⚡	visidata/freqtbl.py	202	FreqTableSheet.addCommand('', 'open-preview', 'vd.push(FreqTablePreviewSheet(sheet.name, "preview", source=sheet, column	STRING
HIGH⚡	visidata/freqtbl.py	204	Sheet.addCommand('F', 'freq-col', 'vd.push(makeFreqTable(sheet, cursorCol))', 'open Frequency Table grouped on current c	STRING
HIGH⚡	visidata/freqtbl.py	205	Sheet.addCommand('gF', 'freq-keys', 'vd.push(makeFreqTable(sheet, *keyCols)) if keyCols else vd.fail("there are no key c	STRING
161 more matches not shown…

Unused Imports252 hits · 252 pts

Severity	File	Line	Context
LOW	visidata/plugins.py	7	CODE
LOW	visidata/plugins.py	8	CODE
LOW	visidata/plugins.py	10	CODE
LOW	visidata/plugins.py	10	CODE
LOW	visidata/plugins.py	10	CODE
LOW	visidata/plugins.py	10	CODE
LOW	visidata/plugins.py	85	CODE
LOW	visidata/plugins.py	86	CODE
LOW	visidata/sidebar.py	1	CODE
LOW	visidata/sidebar.py	1	CODE
LOW	visidata/sidebar.py	6	CODE
LOW	visidata/guide.py	10	CODE
LOW	visidata/_urlcache.py	42	CODE
LOW	visidata/statusbar.py	10	CODE
LOW	visidata/color.py	3	CODE
LOW	visidata/color.py	4	CODE
LOW	visidata/color.py	7	CODE
LOW	visidata/color.py	7	CODE
LOW	visidata/color.py	8	CODE
LOW	visidata/sheets.py	4	CODE
LOW	visidata/sheets.py	6	CODE
LOW	visidata/sheets.py	6	CODE
LOW	visidata/sheets.py	6	CODE
LOW	visidata/sheets.py	7	CODE
LOW	visidata/mainloop.py	5	CODE
LOW	visidata/mainloop.py	9	CODE
LOW	visidata/mainloop.py	9	CODE
LOW	visidata/tuiwin.py	1	CODE
LOW	visidata/fuzzymatch.py	14	CODE
LOW	visidata/memory.py	1	CODE
LOW	visidata/memory.py	1	CODE
LOW	visidata/pyobj.py	3	CODE
LOW	visidata/_open.py	3	CODE
LOW	visidata/_open.py	5	CODE
LOW	visidata/textsheet.py	5	CODE
LOW	visidata/graph.py	1	CODE
LOW	visidata/graph.py	4	CODE
LOW	visidata/__init__.py	29	CODE
LOW	visidata/__init__.py	31	CODE
LOW	visidata/__init__.py	32	CODE
LOW	visidata/__init__.py	40	CODE
LOW	visidata/__init__.py	42	CODE
LOW	visidata/__init__.py	44	CODE
LOW	visidata/__init__.py	143	CODE
LOW	visidata/__init__.py	154	CODE
LOW	visidata/stored_list.py	3	CODE
LOW	visidata/movement.py	3	CODE
LOW	visidata/menu.py	1	CODE
LOW	visidata/menu.py	3	CODE
LOW	visidata/menu.py	7	CODE
LOW	visidata/aggregators.py	9	CODE
LOW	visidata/threads.py	11	CODE
LOW	visidata/threads.py	11	CODE
LOW	visidata/utils.py	2	CODE
LOW	visidata/utils.py	4	CODE
LOW	visidata/macros.py	3	CODE
LOW	visidata/macros.py	6	CODE
LOW	visidata/macros.py	7	CODE
LOW	visidata/macros.py	7	CODE
LOW	visidata/cmdlog.py	1	CODE
192 more matches not shown…

Empty Error Handlers42 hits · 210 pts

Severity	File	Line	Snippet	Context
HIGH	visidata/save.py	192	except FileExistsError:	CODE
HIGH	visidata/basesheet.py	342	except (ValueError, IndexError):	CODE
HIGH	visidata/color.py	91	except Exception:	CODE
HIGH	visidata/sheets.py	821	except ValueError: # from .index	CODE
HIGH	visidata/sheets.py	833	except IndexError:	CODE
HIGH	visidata/sheets.py	955	except (TypeError, ValueError):	CODE
HIGH	visidata/vdobj.py	137	except curses.error:	CODE
HIGH	visidata/pyobj.py	58	except AttributeError: #2631 attributes like formatted_help can raise AttributeError	CODE
HIGH	visidata/pyobj.py	221	except Exception:	CODE
HIGH	visidata/_open.py	77	except FileNotFoundError:	CODE
HIGH	visidata/shell.py	127	except subprocess.TimeoutExpired:	CODE
HIGH	visidata/movement.py	83	except Exception:	CODE
HIGH	visidata/menu.py	171	except IndexError:	CODE
HIGH	visidata/aggregators.py	39	except Exception:	CODE
HIGH	visidata/threads.py	411	except ValueError: #"ValueError: Another profiling tool is already active"	CODE
HIGH	visidata/motd.py	28	except Exception:	CODE
HIGH	visidata/utils.py	118	except Exception:	CODE
HIGH	visidata/utils.py	97	except Exception:	CODE
HIGH	visidata/utils.py	135	except IndexError:	CODE
HIGH	visidata/wrappers.py	94	except Exception:	CODE
HIGH	visidata/cmdlog.py	442	except ValueError:	CODE
HIGH	visidata/cmdlog.py	447	except Exception:	CODE
HIGH	visidata/mouse.py	124	except curses.error:	CODE
HIGH	visidata/_input.py	82	except curses.error:	CODE
HIGH	visidata/errors.py	44	except ValueError:	CODE
HIGH	visidata/selection.py	198	except Exception:	CODE
HIGH	visidata/main.py	201	except IndexError:	CODE
HIGH	visidata/main.py	363	except Exception:	CODE
HIGH	visidata/cliptext.py	260	except curses.error:	CODE
HIGH	visidata/cliptext.py	303	except curses.error:	CODE
HIGH	visidata/column.py	364	except KeyError:	CODE
HIGH	visidata/features/command_server.py	183	except FileNotFoundError:	CODE
HIGH	visidata/features/command_server.py	285	except (TypeError, ValueError):	CODE
HIGH	visidata/features/melt.py	81	except Exception:	CODE
HIGH	visidata/apps/vdsql/_ibis.py	45	except TypeError:	CODE
HIGH	visidata/apps/vdsql/_ibis.py	238	except Exception:	CODE
HIGH	visidata/loaders/orgmode.py	308	except FileNotFoundError:	CODE
HIGH	visidata/loaders/pcap.py	405	except Exception:	CODE
HIGH	visidata/loaders/claude.py	96	except Exception:	CODE
HIGH	visidata/loaders/texttables.py	19	except ModuleNotFoundError:	CODE
HIGH	visidata/loaders/vds.py	28	except TypeError:	CODE
HIGH	visidata/loaders/_pandas.py	106	except TypeError:	CODE

Deep Nesting173 hits · 170 pts

Severity	File	Line	Context
LOW	setup.py	35	CODE
LOW	visidata/save.py	40	CODE
LOW	visidata/sidebar.py	103	CODE
LOW	visidata/choose.py	42	CODE
LOW	visidata/color.py	222	CODE
LOW	visidata/color.py	126	CODE
LOW	visidata/sheets.py	1174	CODE
LOW	visidata/sheets.py	114	CODE
LOW	visidata/sheets.py	680	CODE
LOW	visidata/sheets.py	851	CODE
LOW	visidata/sheets.py	936	CODE
LOW	visidata/mainloop.py	76	CODE
LOW	visidata/mainloop.py	126	CODE
LOW	visidata/mainloop.py	180	CODE
LOW	visidata/mainloop.py	270	CODE
LOW	visidata/fuzzymatch.py	97	CODE
LOW	visidata/fuzzymatch.py	111	CODE
LOW	visidata/fuzzymatch.py	184	CODE
LOW	visidata/fuzzymatch.py	377	CODE
LOW	visidata/pyobj.py	183	CODE
LOW	visidata/_open.py	98	CODE
LOW	visidata/_open.py	205	CODE
LOW	visidata/graph.py	100	CODE
LOW	visidata/graph.py	147	CODE
LOW	visidata/shell.py	114	CODE
LOW	visidata/stored_list.py	22	CODE
LOW	visidata/movement.py	71	CODE
LOW	visidata/menu.py	164	CODE
LOW	visidata/menu.py	260	CODE
LOW	visidata/menu.py	411	CODE
LOW	visidata/menu.py	262	CODE
LOW	visidata/aggregators.py	324	CODE
LOW	visidata/threads.py	357	CODE
LOW	visidata/threads.py	415	CODE
LOW	visidata/form.py	60	CODE
LOW	visidata/wrappers.py	98	CODE
LOW	visidata/macros.py	98	CODE
LOW	visidata/macros.py	199	CODE
LOW	visidata/cmdlog.py	333	CODE
LOW	visidata/settings.py	489	CODE
LOW	visidata/settings.py	26	CODE
LOW	visidata/settings.py	95	CODE
LOW	visidata/settings.py	217	CODE
LOW	visidata/mouse.py	94	CODE
LOW	visidata/_input.py	375	CODE
LOW	visidata/_input.py	569	CODE
LOW	visidata/_input.py	178	CODE
LOW	visidata/_input.py	252	CODE
LOW	visidata/selection.py	187	CODE
LOW	visidata/hint.py	12	CODE
LOW	visidata/ddwplay.py	83	CODE
LOW	visidata/main.py	181	CODE
LOW	visidata/main.py	288	CODE
LOW	visidata/cliptext.py	86	CODE
LOW	visidata/cliptext.py	126	CODE
LOW	visidata/cliptext.py	154	CODE
LOW	visidata/cliptext.py	315	CODE
LOW	visidata/cliptext.py	402	CODE
LOW	visidata/cliptext.py	526	CODE
LOW	visidata/pivot.py	125	CODE
113 more matches not shown…

Excessive Try-Catch Wrapping134 hits · 140 pts

Severity	File	Line	Snippet	Context
LOW	visidata/save.py	62	except Exception as e:	CODE
LOW	visidata/save.py	80	except Exception:	CODE
LOW	visidata/basesheet.py	217	except Exception as e:	CODE
LOW	visidata/sidebar.py	139	except Exception as e:	CODE
LOW	visidata/statusbar.py	127	except Exception as e:	CODE
LOW	visidata/color.py	91	except Exception:	STRING
LOW	visidata/color.py	167	except Exception:	CODE
MEDIUM	visidata/color.py	88	def setup(self):	CODE
LOW	visidata/sheets.py	243	except Exception as e:	CODE
LOW	visidata/sheets.py	927	except Exception as e:	CODE
LOW	visidata/mainloop.py	30	except Exception as e:	CODE
LOW	visidata/mainloop.py	39	except Exception as e:	CODE
LOW	visidata/mainloop.py	230	except Exception as e:	CODE
LOW	visidata/mainloop.py	251	except Exception as e: #2859	CODE
LOW	visidata/mainloop.py	279	except Exception as e:	CODE
MEDIUM	visidata/mainloop.py	270	def _playNextQueuedCommand(vd, sheet):	CODE
LOW	visidata/pyobj.py	221	except Exception:	CODE
LOW	visidata/_open.py	79	except Exception as e:	CODE
LOW	visidata/graph.py	123	except Exception as e:	CODE
LOW	visidata/deprecated.py	217	except Exception as e:	CODE
MEDIUM	visidata/deprecated.py	214	def __exit__(self, exc_type, exc_value, exc_traceback):	CODE
LOW	visidata/shell.py	133	except Exception as e:	CODE
LOW	visidata/shell.py	378	except Exception as e:	STRING
MEDIUM	visidata/shell.py	114	def calcValue(self, row):	CODE
LOW	visidata/movement.py	83	except Exception:	CODE
LOW	visidata/aggregators.py	39	except Exception:	STRING
LOW	visidata/aggregators.py	115	except Exception as e:	STRING
LOW	visidata/threads.py	276	except Exception as e:	CODE
LOW	visidata/threads.py	288	except Exception as e:	CODE
LOW	visidata/form.py	92	except Exception as e:	CODE
LOW	visidata/motd.py	28	except Exception:	CODE
MEDIUM	visidata/motd.py	22	def domotd(vd):	CODE
LOW	visidata/utils.py	82	except Exception:	CODE
LOW	visidata/utils.py	97	except Exception:	CODE
LOW	visidata/utils.py	105	except Exception:	CODE
LOW	visidata/utils.py	118	except Exception:	CODE
LOW	visidata/utils.py	125	except Exception:	CODE
LOW	visidata/utils.py	192	except Exception:	CODE
MEDIUM	visidata/utils.py	22	def __getattr__(self, k):	CODE
MEDIUM	visidata/utils.py	189	def get_value(self, key, args, kwargs):	CODE
LOW	visidata/wrappers.py	94	except Exception:	CODE
LOW	visidata/wrappers.py	115	except Exception as e:	CODE
LOW	visidata/cmdlog.py	294	except Exception as e:	CODE
LOW	visidata/cmdlog.py	312	except Exception as e:	CODE
LOW	visidata/cmdlog.py	355	except Exception as e:	CODE
LOW	visidata/cmdlog.py	447	except Exception:	CODE
LOW	visidata/modify.py	186	except Exception as e:	CODE
LOW	visidata/modify.py	214	except Exception:	CODE
LOW	visidata/modify.py	232	except Exception as e:	CODE
LOW	visidata/modify.py	254	except Exception as e:	CODE
LOW	visidata/settings.py	457	except Exception as e:	CODE
LOW	visidata/settings.py	509	except Exception as e:	CODE
LOW	visidata/settings.py	518	except Exception as e:	CODE
LOW	visidata/settings.py	532	except Exception as e:	CODE
LOW	visidata/search.py	104	except Exception as e:	STRING
LOW	visidata/search.py	122	except Exception as e:	STRING
LOW	visidata/_input.py	333	except Exception:	CODE
LOW	visidata/selection.py	135	except Exception as e:	CODE
LOW	visidata/selection.py	198	except Exception:	CODE
LOW	visidata/hint.py	31	except Exception as e:	CODE
74 more matches not shown…

Hyper-Verbose Identifiers90 hits · 96 pts

Severity	File	Line	Snippet	Context
LOW	visidata/experimental/daw/tests/test_vdaw.py	29	def test_bulk_combine_groups_by_speaker(minisheet):	CODE
LOW	visidata/experimental/daw/tests/test_vdaw.py	40	def test_bulk_combine_save_preserves_sourceaudio(daw, minisheet, tmp_path):	CODE
LOW	visidata/experimental/daw/tests/test_vdaw.py	54	def test_discovered_audio_overrides_missing_sourceaudio(daw, tmp_path):	CODE
LOW	visidata/features/condfmt.py	214	def test_condfmt_bare_column_name(vd): #3061	STRING
LOW	visidata/features/condfmt.py	227	def test_condfmt_value_binding(vd): #3061	STRING
LOW	visidata/features/condfmt.py	251	def test_condfmt_row_binding_string_column(vd): #3061	STRING
LOW	visidata/features/condfmt.py	264	def test_condfmt_silent_eval_error(vd): #3061	STRING
LOW	visidata/features/condfmt.py	282	def test_condfmt_color_option_name(vd): #3061	STRING
LOW	visidata/features/condfmt.py	293	def test_condfmt_value_is_typed_not_wrapper(vd): #3061	STRING
LOW	visidata/tests/test_pandas_pickle.py	30	def test_pickle_refused_by_default(probe):	CODE
LOW	visidata/tests/test_pandas_pickle.py	38	def test_pickle_runs_when_allowed(probe):	CODE
LOW⚡	visidata/tests/test_unzip_http.py	17	def test_extract_refuses_escaping_member(tmp_path, member):	CODE
LOW⚡	visidata/tests/test_unzip_http.py	25	def test_extract_writes_inside_target(tmp_path):	CODE
LOW⚡	visidata/tests/test_unzip_http.py	30	def test_cli_full_filepaths_refuses_escaping_member(tmp_path, monkeypatch):	CODE
LOW⚡	visidata/tests/test_cmdlog.py	9	def test_go_commands_not_loggable(self):	CODE
LOW⚡	visidata/tests/test_cmdlog.py	16	def test_movement_does_not_replace_last_command(self):	CODE
LOW⚡	visidata/tests/test_macros.py	42	def test_keystroke_from_macros_jsonl(self, macrodir):	CODE
LOW⚡	visidata/tests/test_macros.py	45	def test_edit_keystroke_rebinds(self, macrodir):	CODE
LOW⚡	visidata/tests/test_macros.py	55	def test_clear_keystroke_unbinds(self, macrodir):	CODE
LOW⚡	visidata/tests/test_macros.py	99	def test_input_param_and_default(self, replayed):	CODE
LOW⚡	visidata/tests/test_macros.py	108	def test_digit_names_not_params(self, replayed):	CODE
LOW⚡	visidata/tests/test_macros.py	118	def test_json_input_untouched(self, replayed):	CODE
LOW	visidata/tests/test_macros.py	129	def test_braces_from_macros_jsonl(self, macrodir):	CODE
LOW⚡	visidata/tests/test_macros.py	150	def test_record_with_braces_is_literal(self, macrodir, monkeypatch):	CODE
LOW⚡	visidata/tests/test_macros.py	154	def test_record_without_braces_is_param(self, macrodir, monkeypatch):	CODE
LOW⚡	visidata/tests/test_macros.py	157	def test_macrosheet_save_keeps_braces(self, macrodir, monkeypatch):	CODE
LOW	visidata/tests/test_setenv.py	12	def test_setenv_replays_from_sheet_cmdlog(monkeypatch):	CODE
LOW	visidata/tests/test_llm.py	99	def test_long_cell_sent_whole(self, fake):	CODE
LOW	visidata/tests/test_llm.py	110	def test_missing_key_fails_before_thread(self, monkeypatch):	CODE
LOW	visidata/tests/test_llm.py	118	def test_confirm_in_main_thread(self, fake, monkeypatch):	CODE
LOW	visidata/tests/test_llm.py	143	def test_query_confirm_in_main_thread(self, fake, monkeypatch):	CODE
LOW⚡	visidata/tests/test_quit_free.py	23	def test_quit_sheet_free_frees_rows(cmds):	CODE
LOW	visidata/tests/test_editor.py	25	def test_trailing_newlines_trimmed(self, tmp_path, monkeypatch):	CODE
LOW	visidata/tests/test_editor.py	30	def test_unchanged_roundtrips(self, tmp_path, monkeypatch):	CODE
LOW	visidata/tests/test_vcf.py	18	def test_vcf_reads_folded_photo(tmp_path):	CODE
LOW	visidata/tests/test_fixed_width.py	10	def test_data_with_internal_spaces(self): #2265	CODE
LOW	visidata/tests/test_fixed_width.py	34	def test_right_justified_headers(self): #3029	CODE
LOW	visidata/tests/test_lazycomputerow.py	10	def test_currow_reads_cursor_column():	CODE
LOW	visidata/tests/test_archive.py	13	def test_nested_tar_member_csv_gz(tmp_path, monkeypatch): #3212	CODE
LOW	visidata/tests/test_cliptext.py	87	def test_clipstr_wide_truncator(self, s, w, clippeds, clippedw):	CODE
LOW	visidata/tests/test_cliptext.py	113	def test_clipstr_empty_truncator(self, s, w, clippeds, clippedw):	CODE
LOW	visidata/tests/test_cliptext.py	163	def test_clipstr_start_truncator(self, s, w, clippeds, clippedw):	CODE
LOW	visidata/tests/test_cliptext.py	269	def test_truncate_markup_middle(self, s, dispw, clipped):	CODE
LOW	visidata/tests/test_cliptext.py	298	def test_wraptext_color_spans_lines(self, text, width, expected):	CODE
LOW	visidata/tests/test_cliptext.py	312	def test_wraptext_escaped_literals(self, text, width, expected):	CODE
LOW	visidata/tests/test_inputmultiple.py	22	def test_tab_completes_in_field_with_completer(monkeypatch): #3169	CODE
LOW	visidata/tests/test_inputmultiple.py	31	def test_tab_switches_field_without_completer(monkeypatch):	CODE
LOW	visidata/tests/test_open.py	5	def test_filetype_overrides_url_scheme(self):	CODE
LOW	visidata/tests/test_history_palette.py	21	def test_history_palette_default(mock_screen, monkeypatch, default, keys, expected):	CODE
LOW	visidata/tests/test_eml.py	21	def test_extract_parts_refuses_escaping_filename(tmp_path, sync_exec, fn):	CODE
LOW⚡	visidata/tests/test_options_undefined.py	22	def test_numeric_formatter_without_type_fmt():	CODE
LOW⚡	visidata/tests/test_options_undefined.py	32	def test_get_with_default_is_silent():	CODE
LOW⚡	visidata/tests/test_options_undefined.py	38	def test_undefined_read_returns_none_and_warns_once():	CODE
LOW	visidata/tests/test_options_undefined.py	75	def test_defined_falsy_options_do_not_warn():	CODE
LOW	visidata/tests/test_options_undefined.py	88	def test_setting_unknown_option_still_warns():	CODE
LOW	visidata/tests/test_options_undefined.py	94	def test_private_attrs_are_not_options():	CODE
LOW	visidata/tests/test_commands.py	137	def test_command_execstrs_compile(self):	CODE
LOW	visidata/tests/test_color.py	45	def test_pairnum_within_terminal_limit(self, fake_curses):	CODE
LOW	visidata/tests/test_path.py	40	def test_iterdir_yields_visidata_paths(self): # #2188	CODE
LOW	visidata/tests/test_path.py	45	def test_name_returns_full_filename(self): # #2188	CODE
30 more matches not shown…

Over-Commented Block11 hits · 11 pts

Severity	File	Line	Snippet	Context
LOW	visidata/_types.py	21		COMMENT
LOW	visidata/fuzzymatch.py	21	scoreGapStart = -3	COMMENT
LOW	visidata/loaders/pandas_freqtbl.py	121	)[_pivot_count_column].sort_values(ascending=False, kind="mergesort")	COMMENT
LOW	visidata/loaders/arrow.py	41	pa.lib.Type_TIMESTAMP: date,	COMMENT
LOW	visidata/loaders/unzip_http.py	1	#!/usr/bin/env python3	COMMENT
LOW	tests/test-options-precedence.sh	1	#!/usr/bin/env bash	COMMENT
LOW	tests/test-save.sh	1	#!/usr/bin/env bash	COMMENT
LOW	tests/test-options-config.sh	1	#!/usr/bin/env bash	COMMENT
LOW	tests/test-url.sh	1	#!/usr/bin/env bash	COMMENT
LOW	docs/api/conf.py	1	# Configuration file for the Sphinx documentation builder.	COMMENT
LOW	dev/test.sh	1	#!/usr/bin/env bash	COMMENT

Modern Structural Boilerplate9 hits · 9 pts

Severity	File	Line	Snippet	Context
LOW	visidata/color.py	10	__all__ = ['ColorAttr', 'colors', 'update_attr', 'ColorMaker', 'rgb_to_attr', 'css_to_xterm256', 'xterm256_to_rgb', 'rgb	CODE
LOW	visidata/mainloop.py	11	__all__ = ['ReturnValue', 'run']	CODE
LOW	visidata/vdobj.py	6	__all__ = ['ENTER', 'ALT', 'ESC', 'asyncthread', 'VisiData']	CODE
LOW	visidata/utils.py	8	__all__ = ['AlwaysDict', 'AttrDict', 'DefaultAttrDict', 'moveListItem', 'namedlist', 'classproperty', 'MissingAttrFormat	CODE
LOW	visidata/ddwplay.py	6	__all__ = ['Animation', 'AnimationMgr']	CODE
LOW	visidata/extensible.py	4	__all__ = ['Extensible', 'cache', 'drawcache', 'drawcache_property']	CODE
LOW	visidata/apps/vdsql/__about__.py	1	__all__ = ['__title__', '__author__', '__version__', '__description__', '__license__', '__copyright__']	CODE
LOW	visidata/loaders/postgres.py	8	__all__ = ['openurl_postgres', 'openurl_postgresql', 'openurl_rds', 'PgTable', 'PgTablesSheet']	CODE
LOW	visidata/loaders/scrape.py	3	__all__=[ 'SelectorColumn', 'soupstr' ]	CODE

Dead Code2 hits · 4 pts

Severity	File	Line	Snippet	Context
MEDIUM	visidata/experimental/daw/vdaw.py	99		CODE
MEDIUM	visidata/loaders/html.py	95		CODE

AI Structural Patterns4 hits · 3 pts

Severity	File	Line	Context
LOW	visidata/sheets.py	968	CODE
LOW	visidata/sort.py	70	CODE
LOW	visidata/_input.py	375	CODE
LOW	visidata/loaders/f5log.py	86	CODE

AI Slop Vocabulary2 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	visidata/main.py	230	# don't change the stack order -- just return the sheet for cursor moves.	COMMENT
LOW	visidata/pivot.py	218	# (more bins than int vals) or (if bins are of width 1), just use the vals as bins	COMMENT

Redundant / Tautological Comments1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	visidata/features/graph_zoom_y.py	18	# Check if the point is within the current x range	COMMENT

saulpw/visidata

Open-Source Code Quality, Security and Technical Debt Review