# Data

**The processed training and validation data are not included in this release.**
They will be handled separately. This directory is a placeholder; nothing here
downloads, reconstructs, or redistributes a dataset.

## Where to place files

Training reads exactly two files, resolved from the config
(`configs/staplebridge_main.yaml`):

```yaml
data:
  root: data/real          # relative paths resolve against the release root
  train_file: train.jsonl
  valid_file: valid.jsonl
  max_lead_length: 25
```

giving the default layout:

```
data/real/
├── train.jsonl
└── valid.jsonl
```

Any location works — set `data.root` to an absolute path if you prefer.

## Expected input schema

JSON Lines: one object per line, loaded into
`staplebridge.data.schemas.LeadExample` by
`staplebridge.data.dataset.load_leads`.

| Field | Type | Required | Meaning |
| --- | --- | --- | --- |
| `example_id` | str | yes | Unique lead identifier; also the property-cache key. |
| `linear_sequence` | str | yes | Linear lead peptide, one letter per residue. |
| `protected_positions` | list[int] | yes (may be `[]`) | 0-based positions edits must not touch; enforced as a hard constraint. |
| `target_context` | object | yes in practice | Must contain `peptide_ca` (below). |
| `target_id` | str \| null | no | Binding-partner identifier. |
| `preferred_property_direction` | object | no | Not used by the main objective. |
| `thresholds` | object | no | Not used by the main objective. |
| `known_active_motif_positions` | list[int] \| null | no | Optional motif annotation. |

`target_context.peptide_ca` must be a list of `[x, y, z]` Cα coordinates, one
per residue of `linear_sequence`, in order. Staple-geometry feasibility (the
`ca_window` span check gating every candidate plan) is computed from these; a
lead without them cannot yield a feasible plan support. Other keys in
`target_context` are ignored.

Leads longer than `max_lead_length` are filtered out before use.