0
0
mirror of https://github.com/bec-project/bec_widgets.git synced 2025-07-12 18:51:50 +02:00

docs(waveform): plotting ruleset

This commit is contained in:
2025-07-02 17:10:55 +02:00
parent f10140e0f3
commit 2f1526182b

View File

@ -0,0 +1,94 @@
# Waveform Widget Plotting Ruleset
The Waveform widget allows plotting data from scans generated within the BEC framework. Each scan produces a **scan item
**, which includes measurement data from various devices, as well as additional metadata (e.g., devices driving the
scan, such as `motor_x`, `motor_y`, etc.).
The rules described below define how data from different devices and scans can be plotted together, depending on the
selected `x_mode`.
---
## Types of Curves
- **Live Curves**
- Continuously updated from the currently running scan.
- Dynamically adapt based on live data.
- **History Curves**
- Static curves representing data from a specific completed scan (e.g., scan 110).
- Displayed only if compatible with the currently selected x-axis device.
---
## General Compatibility Rules
- Data from devices within **the same scan item** can always be plotted against each other, provided they have the same
number of data points.
- Example: plotting `detector_1` against `detector_2` from scan 110 to check signal correlation is valid.
- Data from **different scan items** cannot be plotted against each other.
- Example: plotting x-data from `motor_x` in scan 110 against y-data from `detector_1` in scan 111 is not allowed.
---
## Specific Rules for Each `x_mode`
### 1. `x_mode='auto'` (default)
- Automatically determines the device for x-axis scaling from the currently running (live) scan.
- The primary device used for scaling is the first device listed in the current scan's `scan_report_devices` (usually a
positioner in the case of step scans).
- **Live Curves**:
- Always plotted against the selected x-axis device from the current scan.
- **History Curves**:
- Each history curve is linked to a specific scan item with scan ID.
- Waveform widget checks compatibility with the currently selected x-axis device from the live scan.
- If the selected x-axis device data exists in the history curves original scan item, the curve is displayed.
- If the selected x-axis device data does not exist in the original scan item, the history curve remains **hidden**
until a compatible device is selected again.
_Example Scenario_:
- The live scan currently uses `motor_x` as the x-axis device. Any history curve will only be displayed if its original
scan item contains data for `motor_x`. If not, the history curve is hidden.
---
### 2. `x_mode='timestamp'`
- X-axis scaling is based on timestamps from each data point.
- All curves, both live and history, are always compatible, as timestamps provide a universal and absolute reference for
the x-axis.
- Curves from different scan items can appear simultaneously, regardless of the devices measured.
---
### 3. `x_mode='index'`
- X-axis scaling uses data point indices (0, 1, 2, ..., N-1).
- Allows plotting multiple curves of varying lengths in the same view.
- All curves are always compatible, as indices represent relative positions, independent of device or timestamp, it is
up to the user to interpret the x-axis.
---
### 4. `x_mode='device'`
- User explicitly selects a device to scale the x-axis.
- The chosen device must exist in each curves respective scan item.
- **Live Curves**:
- Continuously displayed if the selected device data is being measured in the current scan.
- **History Curves**:
- Displayed only if the selected device exists in the scan item from which the history curve originates.
- Remain **hidden** if the selected device is not present in the original scan item, reappearing only when a
compatible device is chosen again.
---
## Key Technical Points
- Each curve stores its own independent x and y data sets (as it is defined by `pg.PlotDataItem`, allowing simultaneous
plotting of multiple curves with different data lengths.
- Compatibility checks ensure that plotting meaningful comparisons is always possible, avoiding combinations of
unrelated or non-compatible datasets.