StackGenVis: Alignment of Data, Algorithms, and Models for Stacking Ensemble Learning Using Performance Metrics
https://doi.org/10.1109/TVCG.2020.3030352
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266 lines
13 KiB
266 lines
13 KiB
4 years ago
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"use strict";
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var __extends = (this && this.__extends) || (function () {
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var extendStatics = function (d, b) {
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extendStatics = Object.setPrototypeOf ||
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({ __proto__: [] } instanceof Array && function (d, b) { d.__proto__ = b; }) ||
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function (d, b) { for (var p in b) if (b.hasOwnProperty(p)) d[p] = b[p]; };
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return extendStatics(d, b);
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};
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return function (d, b) {
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extendStatics(d, b);
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function __() { this.constructor = d; }
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d.prototype = b === null ? Object.create(b) : (__.prototype = b.prototype, new __());
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};
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})();
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Object.defineProperty(exports, "__esModule", { value: true });
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var stardust_core_1 = require("stardust-core");
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var glsl_1 = require("../glsl/glsl");
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var GenerateMode;
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(function (GenerateMode) {
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GenerateMode[GenerateMode["NORMAL"] = 0] = "NORMAL";
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GenerateMode[GenerateMode["PICK"] = 1] = "PICK";
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GenerateMode[GenerateMode["FRAGMENT"] = 2] = "FRAGMENT";
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})(GenerateMode = exports.GenerateMode || (exports.GenerateMode = {}));
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var ViewType;
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(function (ViewType) {
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ViewType[ViewType["VIEW_2D"] = 0] = "VIEW_2D";
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ViewType[ViewType["VIEW_3D"] = 1] = "VIEW_3D";
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ViewType[ViewType["VIEW_MATRIX"] = 2] = "VIEW_MATRIX"; // Matrix mode.
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})(ViewType = exports.ViewType || (exports.ViewType = {}));
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var GLSLVertexShaderGenerator = /** @class */ (function (_super) {
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__extends(GLSLVertexShaderGenerator, _super);
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function GLSLVertexShaderGenerator(parent) {
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var _this = _super.call(this) || this;
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_this._parent = parent;
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return _this;
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}
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GLSLVertexShaderGenerator.prototype.addEmitStatement = function (sEmit) {
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for (var name_1 in sEmit.attributes) {
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this.addLine(this._parent._voutMapping.get(name_1) + " = " + this.generateExpression(sEmit.attributes[name_1]) + ";");
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}
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if (this._parent._mode == GenerateMode.PICK) {
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this.addLine("out_pick_index = vec4(s3_pick_index.rgb, s3_pick_index_alpha);");
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}
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var position = this._parent._voutMapping.get("position");
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switch (this._parent._spec.output.position.type) {
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case "Vector2":
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{
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this.addLine("gl_Position = s3_render_vertex(vec3(" + position + ", 0.0));");
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}
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break;
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case "Vector3":
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{
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this.addLine("gl_Position = s3_render_vertex(" + position + ");");
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}
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break;
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case "Vector4":
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{
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this.addLine("gl_Position = s3_render_vertex(" + position + ".xyz);");
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}
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break;
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}
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};
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return GLSLVertexShaderGenerator;
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}(glsl_1.ShaderGenerator));
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exports.GLSLVertexShaderGenerator = GLSLVertexShaderGenerator;
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var GLSLFragmentShaderGenerator = /** @class */ (function (_super) {
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__extends(GLSLFragmentShaderGenerator, _super);
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function GLSLFragmentShaderGenerator(parent) {
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var _this = _super.call(this) || this;
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_this._parent = parent;
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return _this;
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}
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GLSLFragmentShaderGenerator.prototype.addEmitStatement = function (sEmit) {
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this.addLine("gl_FragColor = " + this.generateExpression(sEmit.attributes.color) + ";");
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};
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return GLSLFragmentShaderGenerator;
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}(glsl_1.ShaderGenerator));
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exports.GLSLFragmentShaderGenerator = GLSLFragmentShaderGenerator;
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var Generator = /** @class */ (function (_super) {
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__extends(Generator, _super);
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function Generator(spec, shader, asUniform, viewType, mode) {
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if (mode === void 0) { mode = GenerateMode.NORMAL; }
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var _this = _super.call(this, spec, shader, asUniform) || this;
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_this._mode = mode;
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_this._viewType = viewType;
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_this._vertex = new GLSLVertexShaderGenerator(_this);
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_this._fragment = new GLSLFragmentShaderGenerator(_this);
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_this.compile();
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return _this;
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}
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Generator.prototype.compile = function () {
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var _this = this;
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var spec = this._spec;
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var shader = this._shader;
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var asUniform = this._asUniform;
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this._voutMapping = new stardust_core_1.Dictionary();
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this._foutMapping = new stardust_core_1.Dictionary();
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this._vertex.addLine("precision highp float;");
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this._fragment.addLine("precision highp float;");
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if (this._mode == GenerateMode.PICK) {
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this._vertex.addAttribute("s3_pick_index", "Vector4");
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this._vertex.addUniform("s3_pick_index_alpha", "float");
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}
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switch (this._viewType) {
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case ViewType.VIEW_2D:
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{
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this._vertex.addUniform("s3_view_params", "Vector4");
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this._vertex.addAdditionalCode("\n vec4 s3_render_vertex(vec3 p) {\n return vec4(p.xy * s3_view_params.xy + s3_view_params.zw, 0.0, 1.0);\n }\n ");
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}
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break;
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case ViewType.VIEW_3D:
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{
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this._vertex.addUniform("s3_view_params", "Vector4");
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this._vertex.addUniform("s3_view_position", "Vector3");
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this._fragment.addUniform("s3_view_position", "Vector3");
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this._vertex.addUniform("s3_view_rotation", "Vector4");
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this._vertex.addAdditionalCode("\n vec4 s3_render_vertex(vec3 p) {\n // Get position in view coordinates:\n vec3 v = p - s3_view_position;\n float d = dot(s3_view_rotation.xyz, v);\n vec3 c = cross(s3_view_rotation.xyz, v);\n v = s3_view_rotation.w * s3_view_rotation.w * v - (s3_view_rotation.w + s3_view_rotation.w) * c + d * s3_view_rotation.xyz - cross(c, s3_view_rotation.xyz);\n // Compute projection.\n vec4 r;\n r.xy = v.xy * s3_view_params.xy;\n r.z = v.z * s3_view_params.z + s3_view_params.w;\n r.w = -v.z;\n return r;\n }\n ");
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}
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break;
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case ViewType.VIEW_MATRIX:
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{
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// Use the MVP matrix provided by it.
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this._vertex.addUniform("s3_projection_matrix", "Matrix4");
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this._vertex.addUniform("s3_view_matrix", "Matrix4");
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this._vertex.addUniform("s3_view_position", "Vector3");
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this._vertex.addUniform("s3_view_rotation", "Vector4");
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this._vertex.addAdditionalCode("\n vec4 s3_render_vertex(vec3 p) {\n vec3 v = p - s3_view_position;\n float d = dot(s3_view_rotation.xyz, v);\n vec3 c = cross(s3_view_rotation.xyz, v);\n v = s3_view_rotation.w * s3_view_rotation.w * v - (s3_view_rotation.w + s3_view_rotation.w) * c + d * s3_view_rotation.xyz - cross(c, s3_view_rotation.xyz);\n return s3_projection_matrix * s3_view_matrix * vec4(v, 1);\n }\n ");
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}
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break;
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}
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if (this._viewType == ViewType.VIEW_2D) {
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[this._vertex, this._fragment].forEach(function (x) {
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return x.addAdditionalCode("\n vec3 s3_get_camera_position() {\n return vec3(0, 0, 1);\n }\n vec3 s3_get_camera_direction(vec3 p) {\n return vec3(0, 0, 1);\n }\n ");
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});
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}
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else {
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[this._vertex, this._fragment].forEach(function (x) {
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x.addUniform("s3_camera_position", "Vector3");
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x.addAdditionalCode("\n vec3 s3_get_camera_position() {\n return s3_camera_position;\n }\n vec3 s3_get_camera_direction(vec3 p) {\n return normalize(s3_camera_position - p);\n }\n ");
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});
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}
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// Input attributes.
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for (var name_2 in spec.input) {
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if (spec.input.hasOwnProperty(name_2)) {
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if (asUniform(name_2)) {
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this._vertex.addUniform(name_2, spec.input[name_2].type);
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}
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else {
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this._vertex.addAttribute(name_2, spec.input[name_2].type);
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}
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}
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}
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this._vertex.addLine("@additionalCode");
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// Output attributes.
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for (var name_3 in spec.output) {
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if (spec.output.hasOwnProperty(name_3)) {
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var oname = this.getUnusedName(name_3);
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this._voutMapping.set(name_3, oname);
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this._vertex.addVarying(oname, spec.output[name_3].type);
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}
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}
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// Fragment shader inputs
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var fragment_passthrus = []; // gname, input_name
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for (var name_4 in shader.input) {
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if (shader.input.hasOwnProperty(name_4)) {
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if (this.fragmentPassthru(name_4)) {
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if (this._asUniform(name_4)) {
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this._fragment.addUniform(name_4, shader.input[name_4].type);
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}
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else {
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var gname = this.getUnusedName(name_4);
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fragment_passthrus.push([gname, name_4]);
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this._vertex.addVarying(gname, shader.input[name_4].type);
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this._fragment.addVarying(gname, shader.input[name_4].type);
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}
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}
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else {
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var gname = this._voutMapping.get(name_4);
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if (gname) {
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this._fragment.addVarying(gname, shader.input[name_4].type);
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}
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else {
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this._fragment.addUniform(name_4, shader.input[name_4].type);
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}
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}
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}
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}
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if (this._mode == GenerateMode.PICK) {
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this._vertex.addVarying("out_pick_index", "Vector4");
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}
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// The main function.
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this._vertex.addLine("void main() {");
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this._vertex.indent();
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// Define arguments.
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for (var name_5 in spec.variables) {
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if (spec.variables.hasOwnProperty(name_5)) {
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var type = spec.variables[name_5];
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this._vertex.addDeclaration(name_5, type);
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}
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}
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this._vertex.addStatements(spec.statements);
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this._vertex.unindent();
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this._vertex.addLine("}");
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this._vertexCode = this._vertex.getCode();
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if (this._mode == GenerateMode.PICK) {
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this._fragmentCode = "\n precision highp float;\n varying vec4 out_pick_index;\n void main() {\n gl_FragColor = out_pick_index;\n }\n ";
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}
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else {
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// Input attributes.
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// Output attributes.
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for (var name_6 in shader.output) {
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if (shader.output.hasOwnProperty(name_6)) {
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var oname = this.getUnusedName(name_6);
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this._foutMapping.set(name_6, oname);
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this._fragment.addDeclaration(oname, shader.output[name_6].type);
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}
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}
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this._fragment.addLine("@additionalCode");
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// The main function.
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this._fragment.addLine("void main() {");
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this._fragment.indent();
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// Define arguments.
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for (var name_7 in shader.variables) {
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if (shader.variables.hasOwnProperty(name_7)) {
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var type = shader.variables[name_7];
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this._fragment.addDeclaration(name_7, type);
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}
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}
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var _loop_1 = function (name_8) {
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if (shader.input.hasOwnProperty(name_8)) {
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if (this_1.fragmentPassthru(name_8)) {
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fragment_passthrus.forEach(function (_a) {
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var gname = _a[0], vname = _a[1];
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if (vname == name_8) {
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_this._fragment.addLine(name_8 + " = " + gname + ";");
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}
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});
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}
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else {
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if (this_1._voutMapping.get(name_8)) {
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this_1._fragment.addDeclaration(name_8, shader.input[name_8].type);
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this_1._fragment.addLine(name_8 + " = " + this_1._voutMapping.get(name_8) + ";");
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}
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}
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}
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};
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var this_1 = this;
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for (var name_8 in shader.input) {
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_loop_1(name_8);
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}
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this._fragment.addStatements(shader.statements);
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this._fragment.unindent();
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this._fragment.addLine("}");
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this._fragmentCode = this._fragment.getCode();
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}
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};
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Generator.prototype.getVertexCode = function () {
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return this._vertexCode;
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};
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Generator.prototype.getFragmentCode = function () {
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return this._fragmentCode;
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};
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return Generator;
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}(glsl_1.ProgramGenerator));
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exports.Generator = Generator;
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//# sourceMappingURL=generator.js.map
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