name

labview-to-python-industrial

description

Industrial workflow for converting, auditing, optimizing, or packaging LabVIEW measurement VIs as Python applications. Use for LabVIEW to Python, LabVIEW-to-Python, LabVIEW转Python, VI migration, pump-probe or laboratory control software, PyQt/PySide industrial UI, hardware driver and SDK migration, simulator/data parity, performance regressions, screenshot UI review, supervisory gatekeeping, or Windows EXE delivery.

LabVIEW To Python Industrial

Treat a migration as an evidence-controlled replacement of an experiment, not a front-panel rewrite. Preserve measurement semantics first; optimize UI and packaging only after the preceding gate is approved.

Establish Scope

State the role: implement, review/supervise, or package/verify only.
Record the writable subtree. Do not cross it or terminate unrelated processes.
Freeze the canonical VI, subVIs, type definitions, front-panel images, known outputs, vendor SDK versions, and one known-good run when available.
Separate verdicts for inventory, simulator, source UI, packaged EXE, real hardware, and any unresolved subsystem such as phase/chopper control.
Reuse existing workflow, adapters, verifier, and packaging scripts before creating another framework.

Load The Right Reference

Migration, parity inventory, scan plans, and saving: references/workflow.md
Hardware, SDK manifests, safety, and EXE lineage: references/hardware-packaging.md
UI design and screenshot acceptance: references/ui-qa.md
Performance, heatmaps, plots, and anti-self-proof checks: references/performance-data-parity.md
Multi-project supervision and phase gates: references/supervision-gates.md
Pump-probe lessons from real migrations: references/case-study-pumpprobe.md
Chinese operator summary: references/i18n/zh-CN.md
Japanese operator summary: references/i18n/ja-JP.md

Use One Runtime Core

Keep one state machine for initialization, scan planning, acquisition, pause, resume, stop, saving, and cleanup. Both real and simulated adapters must execute through it. UI callbacks render and command that workflow; they do not copy it.

Require each adapter to expose status, initialize, the commands used by the VI, and fail-closed cleanup. A simulator must preserve shapes, axes, units, metadata, event order, and save formats, including deterministic failure profiles.

Enforce Gates In Order

Inventory: map every control, default, unit, limit, property node, event, driver call, save field, error path, and shutdown path.
Logic/data: prove the resolved scan plan, hardware call order, conversion, processing, partial-stop behavior, and persisted outputs.
Simulator: run normal, boundary, timeout, failed init/acquire/save/cleanup, pause/resume, and partial stop through the production workflow.
Source UI: use real clicks, typing, combo opening, scrolling, mouse hover, and screenshots at normal and constrained resolutions.
Packaged EXE: rebuild from the approved source, prove source/build/hash lineage, then repeat critical runtime scenarios from the distributable.
Real hardware: remain unvalidated_blocked until an operator-approved, fail-closed dry run is performed on the actual devices.

Do not enter the next gate without explicit evidence that the previous gate is approved. Do not reuse stale screenshots or old binaries after relevant source or verifier changes.

Reject Invalid Proof

A target CSV injected into a simulator and reconstructed is a target_derived_roundtrip_simulator_fixture, not independent LabVIEW algorithm parity.
A verifier comparing a target array with itself, searching source strings, or calling a hover setter is self-proof and must fail.
A process launch, a nonblank window, JSON passed=true, or a test count of zero is not sufficient runtime evidence.
A quick preview with reduced points cannot prove full-resolution parity.
An in-memory comparison cannot prove saved-file or displayed-image parity.
Simulator success cannot prove vendor driver or real hardware compatibility.

Produce Evidence

For each accepted gate, record commands, runtime versions, source and verifier hashes, profile/axes/shapes, semantic event counts, wall-clock timings, output readback, screenshots, and unresolved blockers. Use fresh non-destructive artifact directories and preserve failed gates as diagnostics.

End with exact labels such as:

source_ui_verified
simulator_verified
packaged_exe_verified
real_hardware_unvalidated_blocked
independent_labview_algorithm_parity_blocked_no_raw_fixture

If required evidence is absent, report incomplete or blocked_unverified.

LabVIEW To Python Industrial

Establish Scope

State the role: implement, review/supervise, or package/verify only.

Record the writable subtree. Do not cross it or terminate unrelated processes.

Freeze the canonical VI, subVIs, type definitions, front-panel images, known outputs, vendor SDK versions, and one known-good run when available.

Separate verdicts for inventory, simulator, source UI, packaged EXE, real hardware, and any unresolved subsystem such as phase/chopper control.

Reuse existing workflow, adapters, verifier, and packaging scripts before creating another framework.

Load The Right Reference

Migration, parity inventory, scan plans, and saving: references/workflow.md

Hardware, SDK manifests, safety, and EXE lineage: references/hardware-packaging.md

UI design and screenshot acceptance: references/ui-qa.md

Performance, heatmaps, plots, and anti-self-proof checks: references/performance-data-parity.md

Multi-project supervision and phase gates: references/supervision-gates.md

Pump-probe lessons from real migrations: references/case-study-pumpprobe.md

Chinese operator summary: references/i18n/zh-CN.md

Japanese operator summary: references/i18n/ja-JP.md

Use One Runtime Core

Enforce Gates In Order

Inventory: map every control, default, unit, limit, property node, event, driver call, save field, error path, and shutdown path.

Logic/data: prove the resolved scan plan, hardware call order, conversion, processing, partial-stop behavior, and persisted outputs.

Simulator: run normal, boundary, timeout, failed init/acquire/save/cleanup, pause/resume, and partial stop through the production workflow.

Source UI: use real clicks, typing, combo opening, scrolling, mouse hover, and screenshots at normal and constrained resolutions.

Packaged EXE: rebuild from the approved source, prove source/build/hash lineage, then repeat critical runtime scenarios from the distributable.

Real hardware: remain unvalidated_blocked until an operator-approved, fail-closed dry run is performed on the actual devices.

Do not enter the next gate without explicit evidence that the previous gate is approved. Do not reuse stale screenshots or old binaries after relevant source or verifier changes.

Reject Invalid Proof

A target CSV injected into a simulator and reconstructed is a target_derived_roundtrip_simulator_fixture, not independent LabVIEW algorithm parity.

A verifier comparing a target array with itself, searching source strings, or calling a hover setter is self-proof and must fail.

A process launch, a nonblank window, JSON passed=true, or a test count of zero is not sufficient runtime evidence.

A quick preview with reduced points cannot prove full-resolution parity.

An in-memory comparison cannot prove saved-file or displayed-image parity.

Simulator success cannot prove vendor driver or real hardware compatibility.

Produce Evidence

End with exact labels such as:

source_ui_verified

simulator_verified

packaged_exe_verified

real_hardware_unvalidated_blocked

independent_labview_algorithm_parity_blocked_no_raw_fixture

If required evidence is absent, report incomplete or blocked_unverified.