data.ts 2.8 KB

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  1. /**
  2. * Copyright (c) 2018 mol* contributors, licensed under MIT, See LICENSE file for more info.
  3. *
  4. * @author David Sehnal <david.sehnal@gmail.com>
  5. */
  6. import { SpacegroupCell, Box3D } from 'mol-math/geometry'
  7. import { Tensor, Mat4, Vec3 } from 'mol-math/linear-algebra'
  8. /** The basic unit cell that contains the data. */
  9. interface VolumeData {
  10. readonly cell: SpacegroupCell,
  11. readonly fractionalBox: Box3D,
  12. readonly data: Tensor,
  13. readonly dataStats: Readonly<{
  14. min: number,
  15. max: number,
  16. mean: number,
  17. sigma: number
  18. }>
  19. }
  20. namespace VolumeData {
  21. export const Empty: VolumeData = {
  22. cell: SpacegroupCell.Zero,
  23. fractionalBox: Box3D.empty(),
  24. data: Tensor.create(Tensor.Space([0, 0, 0], [0, 1, 2]), Tensor.Data1([])),
  25. dataStats: { min: 0, max: 0, mean: 0, sigma: 0 }
  26. }
  27. const _scale = Mat4.zero(), _translate = Mat4.zero();
  28. export function getGridToCartesianTransform(volume: VolumeData) {
  29. const { data: { space } } = volume;
  30. const scale = Mat4.fromScaling(_scale, Vec3.div(Vec3.zero(), Box3D.size(Vec3.zero(), volume.fractionalBox), Vec3.ofArray(space.dimensions)));
  31. const translate = Mat4.fromTranslation(_translate, volume.fractionalBox.min);
  32. return Mat4.mul3(Mat4.zero(), volume.cell.fromFractional, translate, scale);
  33. }
  34. export function areEquivalent(volA: VolumeData, volB: VolumeData) {
  35. return volA === volB
  36. }
  37. }
  38. type VolumeIsoValue = VolumeIsoValue.Absolute | VolumeIsoValue.Relative
  39. namespace VolumeIsoValue {
  40. export type Relative = Readonly<{ kind: 'relative', relativeValue: number }>
  41. export type Absolute = Readonly<{ kind: 'absolute', absoluteValue: number }>
  42. export function absolute(value: number): Absolute { return { kind: 'absolute', absoluteValue: value }; }
  43. export function relative(value: number): Relative { return { kind: 'relative', relativeValue: value }; }
  44. export function calcAbsolute(stats: VolumeData['dataStats'], relativeValue: number): number {
  45. return relativeValue * stats.sigma + stats.mean
  46. }
  47. export function calcRelative(stats: VolumeData['dataStats'], absoluteValue: number): number {
  48. return stats.sigma === 0 ? 0 : ((absoluteValue - stats.mean) / stats.sigma)
  49. }
  50. export function toAbsolute(value: VolumeIsoValue, stats: VolumeData['dataStats']): Absolute {
  51. return value.kind === 'absolute' ? value : { kind: 'absolute', absoluteValue: VolumeIsoValue.calcAbsolute(stats, value.relativeValue) }
  52. }
  53. export function toRelative(value: VolumeIsoValue, stats: VolumeData['dataStats']): Relative {
  54. return value.kind === 'relative' ? value : { kind: 'relative', relativeValue: VolumeIsoValue.calcRelative(stats, value.absoluteValue) }
  55. }
  56. }
  57. export { VolumeData, VolumeIsoValue }