feat: mesh precompute functions and state generation #23
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The mesh creation relies on igneous, and provide some patch to overcome some identified bugs in igneous.
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…s, and the mesh render scale also keep the names for "mesh" generation to distinguish from "seg" generation so that the interface can stay the same, but use aliases where there is no difference in the function
Adds ability to tag segmentations with a string label. This is across segmentation masks and meshes 
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🤖 I have created a release *beep* *boop* --- ## [1.1.0](v1.0.0...v1.1.0) (2024-12-06) ### ✨ Features * add all hyperopts to contrast limits ([1fa9d6a](1fa9d6a)) * add decimation algorithm for contrast limit computation ([9499967](9499967)) * Add default opacity to 1 and blend to additive ([cb32980](cb32980)) * Add default opacity to 1 and blend to additive (CC-165) ([#27](#27)) ([3316c78](3316c78)) * add hide high noise option ([bf97c93](bf97c93)) * add initial hyperopt ([05ab24d](05ab24d)) * add optimisation for hyperparams to the contrast limit class w test ([17a311b](17a311b)) * add segmentation property objects ([d7664bc](d7664bc)) * add v1 of GMM and k-means contrast limits ([eda99a9](eda99a9)) * Add volume rendering contrast limits ([#25](#25)) ([10669d5](10669d5)) * Adding release please ([#19](#19)) ([4ec9ca7](4ec9ca7)) * allow seg gen to control the segments shown, have random colours, and the mesh render scale ([759def1](759def1)) * allow to not persist big zarrs ([62166af](62166af)) * better window limits from contrast ([96ece94](96ece94)) * change print to logging of chunk comparison size ([878a7a7](878a7a7)) * clean up contrast limits ([87e25e5](87e25e5)) * contrast limit improvements ([ff5ef94](ff5ef94)) * datasets for contrast limit testing ([25b7861](25b7861)) * Disable "pick" by default for segmentation layer. ([#28](#28)) ([8287be7](8287be7)) * Disable "pick" for default value in segmentation layer ([3af57f4](3af57f4)) * improve CDF based contrast limits ([822be9f](822be9f)) * improve high value hide control ([5d3a8ae](5d3a8ae)) * improve manual limits testing and add auto screenshots ([a24ad8c](a24ad8c)) * include manual test for contrast ([1882a91](1882a91)) * include new contrast limit methods ([75b1a2e](75b1a2e)) * incorportate hyperopt in api test ([0003de9](0003de9)) * link seg properties into mesh and seg creation ([dfbd34a](dfbd34a)) * main public API to limits tuning ([71112c9](71112c9)) * make public API to contrast limits ([30eaa75](30eaa75)) * mesh precompute functions and state generation ([#23](#23)) ([02439d8](02439d8)) * more control over image JSON generator ([e15bace](e15bace)) * more control over mesh from segmentation ([e1af340](e1af340)) * per comp GMM standard deviation ([94240a7](94240a7)) * progress on contrast limits ([5f9e7e0](5f9e7e0)) * tuned two best methods, need removal of tuning params ([f4c076f](f4c076f)) * tuning contrast limits ([356ca03](356ca03)) * update gmm sample size ([ff01ae5](ff01ae5)) * update shader names ([2dfe36f](2dfe36f)) * update tuning ([65c3f93](65c3f93)) ### 🐞 Bug Fixes * allow segmentation to overwrite existing segment properties ([#26](#26)) ([dc38b7d](dc38b7d)) * allow segmentation to overwrite existing segment properties on new run ([54c1b14](54c1b14)) * calculate grid size over all LODs, not LOD 0 only ([2753486](2753486)) * correct flag for projection_quaternion default ([2692a6d](2692a6d)) * correct numpy array in type hint after using | None ([945fbc8](945fbc8)) * correct octree processing at borders ([02cd34e](02cd34e)) * correct val typo for value in shader builder ([16b89ca](16b89ca)) * don't crash on projection quaternion, allow axis line hiding ([683babf](683babf)) * first round of octree improvements ([0f3d863](0f3d863)) * gmm limits don't go out of data bounds ([ae99495](ae99495)) * have VR limits inverted using our control not builtin ([ebc8911](ebc8911)) * improve contrast limits ([452a7bf](452a7bf)) * include patched octree in multires code ([1df1024](1df1024)) * issue with empty screenshots ([c4ff38a](c4ff38a)) * json scale typing and also processing for meshes ([4c5123c](4c5123c)) * process data in chunks for bounding box to not run out of memory ([7e09ce4](7e09ce4)) * remove accidental debug print ([b52ea24](b52ea24)) * remove top level matplotlib import ([62dddaa](62dddaa)) * **test:** test fixes after shader and limit changes ([7923a2a](7923a2a)) * update docstring for decimation aggressiveness ([2516420](2516420)) ### 📝 Documentation * add docstring ([bcc2c14](bcc2c14)) * improve docs on window from limits ([653cea1](653cea1)) * update notes about meshes ([29d7010](29d7010)) ### 💅 Styles * rename oriented point JSON generator ([#21](#21)) ([d1fd921](d1fd921)) ### 🧹 Miscellaneous Chores * formatting ([b19dd7d](b19dd7d)) * linting fix ([a066566](a066566)) * update lock file ([5fdc75c](5fdc75c)) ### ♻️ Code Refactoring * make calculator not intended to be reusable, but tied to a volume. Also make the base calc abstract ([b108b2d](b108b2d)) * remove Optional and more generic dirs, fix redundant code line ([f1a179a](f1a179a)) * remove timing function for experiment ([aeb13db](aeb13db)) * rename oriented point JSON generator ([2f2c8e9](2f2c8e9)) ### 🧪 Tests * add contrast limit test ([d70c05f](d70c05f)) * add manual test for mask from segmentation ([ea3ffd7](ea3ffd7)) * add other URLs for contrast limits ([4cef902](4cef902)) * better contrast limit manual test ([9a60925](9a60925)) * better mesh from seg test ([7d29fd6](7d29fd6)) * disable long running test ([d8af9d4](d8af9d4)) * update manual tests with seg properties ([b482f6e](b482f6e)) --- This PR was generated with [Release Please](https://github.com/googleapis/release-please). See [documentation](https://github.com/googleapis/release-please#release-please). Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
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This PR introduce all the function necessary to perform multi-scale mesh generation: