Improve chart and table display API

docs/dev/adr_display-ux.md

@@ -0,0 +1,227 @@
+# ADR: Display UX Facade
+
+## Status
+
+Accepted.
+
+## Context
+
+The current user-facing display API mixes presentation actions, analysis
+reports, and renderer configuration:
+
+```python
+project.display.plotter.plot_meas(expt_name='hrpt')
+project.display.plotter.plot_calc(expt_name='hrpt')
+project.display.plotter.plot_meas_vs_calc(expt_name='hrpt')
+project.display.plotter.plot_param_correlations()
+project.display.plotter.plot_posterior_pairs()
+project.display.plotter.plot_param_distribution(param)
+project.display.plotter.plot_posterior_predictive(expt_name='hrpt')
+
+project.analysis.display.free_params()
+project.analysis.display.fit_results()
+```
+
+This has several UX problems:
+
+- `plot_` is redundant below any display or chart object.
+- `plotter` and `tabler` expose backend implementation language to
+  scientists using notebooks.
+- `project.display` and `project.analysis.display` overlap without a
+  clear user-facing rule.
+- `plot_meas`, `plot_calc`, and `plot_meas_vs_calc` force users to
+  choose a plot state that the project can often infer.
+- Bayesian and deterministic chart names are not systematic.
+- The existing `project.display` category is serialized to CIF, so it
+  should not also become a broad transient display facade.
+
+EasyDiffraction is aimed at scientists, often non-programmers, so the
+display API should prioritize discoverability, clear names, and safe
+defaults.
+
+## Decision
+
+Use `project.display` as the user-facing facade for display actions.
+Move serialized renderer settings out of that facade and into a separate
+project category named `project.rendering`.
+
+Renderer settings:
+
+```python
+project.rendering.chart_engine = 'plotly'
+project.rendering.table_engine = 'pandas'
+project.rendering.show_chart_engines()
+project.rendering.show_table_engines()
+project.rendering.show_config()
+```
+
+Suggested CIF names:
+
+- `_rendering.chart_engine`
+- `_rendering.table_engine`
+
+No legacy loader is required for `_display.plotter_type` or
+`_display.tabler_type`. The project is in beta, so this cleanup may
+break old project files rather than carrying compatibility code.
+
+The selected display API is grouped:
+
+```python
+project.display.pattern(expt_name='hrpt')
+
+project.display.parameters.free()
+project.display.parameters.fittable()
+project.display.parameters.all()
+project.display.parameters.access()
+project.display.parameters.cif_uids()
+
+project.display.fit.results()
+project.display.fit.correlations()
+project.display.fit.series(param, versus=temperature)
+
+project.display.posterior.pairs()
+project.display.posterior.distribution(param)
+project.display.posterior.predictive(expt_name='hrpt')
+
+project.display.show_pattern_options(expt_name='hrpt')
+```
+
+`project.analysis.display` is removed from the primary public API. Its
+current responsibilities move to clearer homes:
+
+| Current method               | New home                                                       |
+| ---------------------------- | -------------------------------------------------------------- |
+| `all_params()`               | `project.display.parameters.all()`                             |
+| `fittable_params()`          | `project.display.parameters.fittable()`                        |
+| `free_params()`              | `project.display.parameters.free()`                            |
+| `how_to_access_parameters()` | `project.display.parameters.access()`                          |
+| `parameter_cif_uids()`       | `project.display.parameters.cif_uids()`                        |
+| `fit_results()`              | `project.display.fit.results()`                                |
+| `constraints()`              | `project.analysis.constraints.show()`                          |
+| `as_cif()`                   | `project.analysis.as_cif` and `project.analysis.show_as_cif()` |
+
+`project.analysis` and `project.info` should follow the same CIF display
+pattern as structures and experiments:
+
+- `as_cif` is a read-only property returning CIF text as a string.
+- `show_as_cif()` pretty-prints the CIF text with a header.
+
+## Pattern Display
+
+Use `pattern()` as the main experiment chart:
+
+```python
+project.display.pattern(expt_name='hrpt')
+project.display.pattern(expt_name='hrpt', x_min=40, x_max=55)
+```
+
+By default, `pattern()` uses `include='auto'` and displays as much
+useful information as the project state supports:
+
+- measured data if present
+- calculated data if a model/calculation is available
+- background if defined and relevant
+- Bragg ticks if phases/reflections are available
+- residual if both measured and calculated data are available and the
+  experiment type supports a residual panel
+- excluded regions if available
+- uncertainty bands where posterior predictive data exists
+
+Specific subsets are selected with `include`:
+
+```python
+project.display.pattern(expt_name='hrpt', include='auto')
+project.display.pattern(expt_name='hrpt', include='measured')
+project.display.pattern(expt_name='hrpt', include='calculated')
+project.display.pattern(
+    expt_name='hrpt',
+    include=('measured', 'calculated', 'background', 'residual', 'bragg'),
+)
+```
+
+`include` was chosen over alternatives:
+
+| Name          | Reason not selected                             |
+| ------------- | ----------------------------------------------- |
+| `layers`      | Sounds graphical rather than user intent.       |
+| `components`  | Precise, but longer.                            |
+| `content`     | Too broad.                                      |
+| `view`        | Better for presets than arbitrary combinations. |
+| `series`      | Does not fit residual rows or Bragg ticks well. |
+| boolean flags | Explicit, but scales poorly.                    |
+
+Add discovery for supported pattern content:
+
+```python
+project.display.show_pattern_options(expt_name='hrpt')
+```
+
+The table should show option name, description, availability for the
+experiment, whether `include='auto'` includes it, and the reason an
+option is unavailable.
+
+Initial option names:
+
+- `auto`
+- `measured`
+- `calculated`
+- `background`
+- `residual`
+- `bragg`
+- `excluded`
+- `uncertainty`
+
+`uncertainty` should be implemented immediately where posterior
+predictive data exists. It should be unavailable, with a clear reason,
+when no posterior predictive data is present.
+
+## Deterministic And Bayesian Consistency
+
+Use these naming rules:
+
+- `pattern()` shows the current point-estimate experiment view.
+- `fit.results()` reports the latest fit result.
+- `fit.correlations()` shows parameter relationships from the latest
+  fit.
+- `fit.series(param, versus=...)` shows fitted parameter values across a
+  sequence of fit results or experiments.
+- `posterior.*` names are used only when posterior samples are required.
+
+## Rejected Alternatives
+
+Flat display facade:
+
+```python
+project.display.pattern(expt_name='hrpt')
+project.display.parameters(scope='free')
+project.display.fit_results()
+project.display.correlations()
+project.display.parameter_series(param, versus=temperature)
+project.display.posterior_pairs()
+project.display.posterior_distribution(param)
+project.display.posterior_predictive(expt_name='hrpt')
+```
+
+This is shorter but would make `project.display` grow into a long flat
+list.
+
+Separate `charts` and `tables` namespaces were also rejected because
+users should not need to decide the output type before asking for
+information. Some outputs may render as a chart or a table depending on
+backend and state.
+
+Separate `measured()` and `calculated()` methods were rejected because
+they duplicate `pattern(..., include=...)`.
+
+## Consequences
+
+- The main display workflow becomes more discoverable through grouped
+  namespaces and tab completion.
+- Renderer configuration becomes clearly separate from display actions.
+- Existing tutorials and public API docs must be updated to the selected
+  API.
+- Constraints remain owned by the analysis constraints category.
+- There is no legacy CIF compatibility path for `_display.plotter_type`
+  or `_display.tabler_type`.
+- `project.analysis` and `project.info` need CIF access cleanup for
+  consistency with structure and experiment objects.

docs/dev/architecture.md

@@ -879,15 +879,16 @@ project = ed.Project(name='my_project')
 
 It owns and coordinates all components:
 
-| Property              | Type          | Description                              |
-| --------------------- | ------------- | ---------------------------------------- |
-| `project.info`        | `ProjectInfo` | Metadata: name, title, description, path |
-| `project.structures`  | `Structures`  | Collection of structure datablocks       |
-| `project.experiments` | `Experiments` | Collection of experiment datablocks      |
-| `project.display`     | `Display`     | Plot/table engine selection and facades  |
-| `project.analysis`    | `Analysis`    | Minimiser, fitting, aliases, constraints |
-| `project.summary`     | `Summary`     | Report generation                        |
-| `project.verbosity`   | `str`         | Console output level (full/short/silent) |
+| Property              | Type             | Description                              |
+| --------------------- | ---------------- | ---------------------------------------- |
+| `project.info`        | `ProjectInfo`    | Metadata: name, title, description, path |
+| `project.structures`  | `Structures`     | Collection of structure datablocks       |
+| `project.experiments` | `Experiments`    | Collection of experiment datablocks      |
+| `project.rendering`   | `Rendering`      | Plot/table engine selection              |
+| `project.display`     | `ProjectDisplay` | Pattern/report facade                    |
+| `project.analysis`    | `Analysis`       | Minimiser, fitting, aliases, constraints |
+| `project.summary`     | `Summary`        | Report generation                        |
+| `project.verbosity`   | `str`            | Console output level (full/short/silent) |
 
 ### 7.1 Data Flow
 
@@ -922,7 +923,7 @@ project_dir/
 ```
 
 `project.cif` carries both the `_project.*` metadata and the
-`_display.*` engine preferences (`plotter_type`, `tabler_type`), so a
+`_rendering.*` engine preferences (`chart_engine`, `table_engine`), so a
 saved project re-opens with the same display backends. Per-experiment
 calculator selection (`_calculation.calculator_type`) lives in each
 experiment file, and fit configuration (`_fit.minimizer_type`,
@@ -1064,7 +1065,7 @@ project.experiments['hrpt'].calculation.calculator_type = 'cryspy'
 project.analysis.fit.minimizer_type = 'lmfit'
 
 # Plot before fitting
-project.display.plotter.plot_meas_vs_calc(expt_name='hrpt', show_residual=True)
+project.display.pattern(expt_name='hrpt')
 
 # Select free parameters
 project.structures['lbco'].cell.length_a.free = True
@@ -1073,14 +1074,14 @@ project.experiments['hrpt'].instrument.calib_twotheta_offset.free = True
 project.experiments['hrpt'].background['10'].y.free = True
 
 # Inspect free parameters
-project.analysis.display.free_params()
+project.display.parameters.free()
 
 # Fit and show results
 project.analysis.fit()
-project.analysis.display.fit_results()
+project.display.fit.results()
 
 # Plot after fitting
-project.display.plotter.plot_meas_vs_calc(expt_name='hrpt', show_residual=True)
+project.display.pattern(expt_name='hrpt')
 
 # Save
 project.save()
@@ -1100,11 +1101,11 @@ project.analysis.fit.minimizer.parallel = 0
 project.analysis.fit(random_seed=11)
 
 # Runtime-only Bayesian summaries and plots
-project.analysis.display.fit_results()
-project.display.plotter.plot_param_correlations()
-project.display.plotter.plot_posterior_pairs()
-project.display.plotter.plot_param_distribution(param)
-project.display.plotter.plot_posterior_predictive(expt_name='hrpt')
+project.display.fit.results()
+project.display.fit.correlations()
+project.display.posterior.pairs()
+project.display.posterior.distribution(param)
+project.display.posterior.predictive(expt_name='hrpt')
 ```
 
 ### 8.5 TOF Experiment (tutorial ed-7)
@@ -1225,8 +1226,8 @@ that owns calculator selection —
 `experiment.calculation.calculator_type` and
 `experiment.calculation.show_calculator_types()` — instead of the
 selector being exposed at the experiment owner level. The same pattern
-applies to `display` on `Project`, which owns `plotter_type` and
-`tabler_type` (see §9.4.1).
+applies to `display` on `Project`, which owns `chart_engine` and
+`table_engine` (see §9.4.1).
 
 **Design decisions:**
 
@@ -1248,14 +1249,14 @@ recognises three distinct selector families. They share a similar
 `<name>_type` shape so the user can inspect and set them uniformly, but
 their intent and ownership differ:
 
-| Family                             | User intent                     | Examples                                                                    | CIF                                                                            |
-| ---------------------------------- | ------------------------------- | --------------------------------------------------------------------------- | ------------------------------------------------------------------------------ |
-| Backend selector                   | Pick an execution backend       | `fit.minimizer_type`, `calculation.calculator_type`, `display.plotter_type` | `_fit.minimizer_type`, `_calculation.calculator_type`, `_display.plotter_type` |
-| Switchable-category impl. selector | Swap a category implementation  | `experiment.background_type`, `experiment.peak_profile_type`                | category-owned type tag such as `_peak.profile_type`                           |
-| Semantic value selector            | Pick a scientific/analysis mode | `fit.mode`                                                                  | `_fit.mode`                                                                    |
+| Family                             | User intent                     | Examples                                                                      | CIF                                                                              |
+| ---------------------------------- | ------------------------------- | ----------------------------------------------------------------------------- | -------------------------------------------------------------------------------- |
+| Backend selector                   | Pick an execution backend       | `fit.minimizer_type`, `calculation.calculator_type`, `rendering.chart_engine` | `_fit.minimizer_type`, `_calculation.calculator_type`, `_rendering.chart_engine` |
+| Switchable-category impl. selector | Swap a category implementation  | `experiment.background_type`, `experiment.peak_profile_type`                  | category-owned type tag such as `_peak.profile_type`                             |
+| Semantic value selector            | Pick a scientific/analysis mode | `fit.mode`                                                                    | `_fit.mode`                                                                      |
 
 Backend selectors and semantic value selectors live on a dedicated
-configuration category (`fit`, `calculation`, `display`). Switchable-
+configuration category (`fit`, `calculation`, `rendering`). Switchable-
 category implementation selectors are owned by the host (typically the
 experiment) because switching them replaces the category instance, as
 described in §9.3.
@@ -1272,8 +1273,8 @@ expt.calculation.show_calculator_types()
 expt.show_extinction_types()
 project.analysis.fit.show_minimizer_types()
 project.analysis.fit.show_modes()
-project.display.show_plotter_types()
-project.display.show_tabler_types()
+project.rendering.show_chart_engines()
+project.rendering.show_table_engines()
 ```
 
 Available calculators are filtered by `engine_imported` (whether the

docs/dev/package-structure-full.md

@@ -402,14 +402,20 @@
 │   └── 📄 ascii.py
 ├── 📁 project
 │   ├── 📁 categories
-│   │   ├── 📁 display
+│   │   ├── 📁 rendering
 │   │   │   ├── 📄 __init__.py
 │   │   │   ├── 📄 default.py
-│   │   │   │   └── 🏷️ class Display
+│   │   │   │   └── 🏷️ class Rendering
 │   │   │   └── 📄 factory.py
-│   │   │       └── 🏷️ class DisplayFactory
+│   │   │       └── 🏷️ class RenderingFactory
 │   │   └── 📄 __init__.py
 │   ├── 📄 __init__.py
+│   ├── 📄 display.py
+│   │   ├── 🏷️ class PatternOptionStatus
+│   │   ├── 🏷️ class ParameterDisplay
+│   │   ├── 🏷️ class FitDisplay
+│   │   ├── 🏷️ class PosteriorDisplay
+│   │   └── 🏷️ class ProjectDisplay
 │   ├── 📄 project.py
 │   │   └── 🏷️ class Project
 │   └── 📄 project_info.py

docs/dev/package-structure-short.md

@@ -198,12 +198,13 @@
 │   └── 📄 ascii.py
 ├── 📁 project
 │   ├── 📁 categories
-│   │   ├── 📁 display
+│   │   ├── 📁 rendering
 │   │   │   ├── 📄 __init__.py
 │   │   │   ├── 📄 default.py
 │   │   │   └── 📄 factory.py
 │   │   └── 📄 __init__.py
 │   ├── 📄 __init__.py
+│   ├── 📄 display.py
 │   ├── 📄 project.py
 │   └── 📄 project_info.py
 ├── 📁 summary