1 vin.diagnostics.qh_plotting

vin.diagnostics.qh_plotting

Plotly views over an already materialized qh_evidence snapshot.

All scientific reductions and selections belong to qh_evidence. These builders only arrange its owned scalar records, so rendering cannot trigger a second model forward or silently change support semantics.

1.1 Functions

Name	Description
build_qh_batch_figures	Arrange scorer-free factual records without changing support or ranking.
build_qh_figures	Build requested figure families without acquiring data or running a scorer.

1.1.1 build_qh_batch_figures

vin.diagnostics.qh_plotting.build_qh_batch_figures(snapshot)

Arrange scorer-free factual records without changing support or ranking.

Root gain and target RRI have independent finite label support and are never labelled conditional Q. Selected ranks were reduced before display quotas.

1.1.2 build_qh_figures

vin.diagnostics.qh_plotting.build_qh_figures(
    snapshot,
    *,
    keys=None,
    labels=None,
)

Build requested figure families without acquiring data or running a scorer.

keys=None retains the complete static-export product. Interactive callers request only the visible families and may provide canonical, mode-resolved scientific labels without introducing a Streamlit dependency.

# vin.diagnostics.qh_plotting { #aria_nbv.vin.diagnostics.qh_plotting }

`vin.diagnostics.qh_plotting`

Plotly views over an already materialized :mod:`qh_evidence` snapshot.

All scientific reductions and selections belong to ``qh_evidence``.  These
builders only arrange its owned scalar records, so rendering cannot trigger a
second model forward or silently change support semantics.

## Functions

| Name | Description |
| --- | --- |
| [build_qh_batch_figures](#aria_nbv.vin.diagnostics.qh_plotting.build_qh_batch_figures) | Arrange scorer-free factual records without changing support or ranking. |
| [build_qh_figures](#aria_nbv.vin.diagnostics.qh_plotting.build_qh_figures) | Build requested figure families without acquiring data or running a scorer. |

### build_qh_batch_figures { #aria_nbv.vin.diagnostics.qh_plotting.build_qh_batch_figures }

```python
vin.diagnostics.qh_plotting.build_qh_batch_figures(snapshot)
```

Arrange scorer-free factual records without changing support or ranking.

Root gain and target RRI have independent finite label support and are never
labelled conditional Q. Selected ranks were reduced before display quotas.

### build_qh_figures { #aria_nbv.vin.diagnostics.qh_plotting.build_qh_figures }

```python
vin.diagnostics.qh_plotting.build_qh_figures(
    snapshot,
    *,
    keys=None,
    labels=None,
)
```

Build requested figure families without acquiring data or running a scorer.

``keys=None`` retains the complete static-export product. Interactive
callers request only the visible families and may provide canonical,
mode-resolved scientific labels without introducing a Streamlit dependency.