cd /news/developer-tools/audit-your-excel-pivot-tables-before… · home topics developer-tools article
[ARTICLE · art-128198] src=dev.to ↗ pub= topic=developer-tools verified=true sentiment=↑ positive

Audit your Excel pivot tables before they break — a read-only CLI with zero dependencies

A developer released pivot-diag, a zero-dependency, read-only command-line tool that audits Excel pivot table configurations by parsing OOXML parts directly with Python's zipfile and ElementTree. The tool flags overlapping pivot locations, overlapping source ranges, missing source sheets, and unparseable references before a refresh fails, and was validated against a generated test workbook covering three scenarios. It deliberately avoids openpyxl and never modifies the workbook it inspects.

by read2 min views1 publishedSep 13, 2026

If you work with Excel workbooks that have multiple pivot tables, you know the drill: a refresh breaks, Excel throws "A PivotTable report cannot overlap another PivotTable report", and nobody can say which pivot's configuration caused it. pivot-diag is a CLI that audits the pivot table configurations inside a workbook before things break. It reads the OOXML structure directly (standard library only — zero dependencies), and reports:

A:E), named-range sources, external sources Everything is deterministic: plain zipfile + ElementTree parsing of the OOXML parts, no LLM, no network. The tool is read-only — it never modifies your files.

xlsx/xlsm files are OOXML zips. Pivot definitions live in two kinds of parts: xl/pivotCache/pivotCacheDefinitionN.xml (source ranges) and xl/pivotTables/pivotTableN.xml (placement and cache references). pivot-diag parses these parts directly with zipfile + ElementTree.

Deliberately not via openpyxl — pivot table reading is one of the areas where library implementation details leak into your results. Parsing the XML parts directly means the tool doesn't depend on a third-party reader's quirks, and the zero-dependency install is a nice bonus.

Check Rule
OVERLAPPING LOCATIONS two placement refs intersect on the same worksheet
OVERLAPPING SOURCES source ranges intersect on the same sheet (identical ranges → SHARED SOURCE)
MISSING SOURCE SHEET cacheSource references a sheet that no longer exists
UNPARSEABLE REF whole-column refs ( A:E ) and similar — informational, never guessed

I built a test workbook generator that assembles OOXML zips directly (no Excel needed) and validated three scenarios:

OVERLAPPING LOCATIONS and OVERLAPPING SOURCES detected.MISSING SOURCE SHEET detected. Scenario 3 is the one that matters most in practice: a pivot that references a renamed or deleted sheet is a landmine that only explodes when someone clicks "Refresh". Finding it before that is the whole point.

.xls (legacy format) is not supported — OOXML only. Diagnostic tools that modify files are a new risk vector. pivot-diag opens the workbook (reads the zip), parses the pivot parts, closes it, and prints a report. That's the entire interaction. If something breaks, your workbook is exactly as it was before.

*As this is an independently developed open-source project, its operation is not guaranteed. Please use it at your own risk. I would appreciate it if you could report any bugs or suggest improvements via issues.

── more in #developer-tools 4 stories · sorted by recency
── more on @pivot-diag 3 stories trending now
sponsored brought to you by zahid.host 4,200+ EU-deployed projects
reading about agents? ship yours in a single git push.

Run your AI side-project on zahid.host

EU-based hosting, git-push deploys, automatic HTTPS, no cold starts. Free tier with a custom domain — perfect for shipping the agent you just read about.

$git push zahid main
Live at https://your-agent.zahid.host
Get free account → Pricing
from €0/mo · no card required
LIVE [news/audit-your-excel-piv…] indexed:0 read:2min 2026-09-13 ·