From 0f304d147f90ccaf1353c8ee6e1cafb859fd344e Mon Sep 17 00:00:00 2001 From: Christian Bager Bach Houmann Date: Tue, 3 Oct 2023 12:16:34 +0200 Subject: [PATCH 1/2] add pipeline diagram --- report_pre_thesis/.gitignore | 1 + report_pre_thesis/README.md | 19 + report_pre_thesis/package.json | 9 + report_pre_thesis/pipeline.mmd | 43 ++ report_pre_thesis/pnpm-lock.yaml | 634 ++++++++++++++++++++++ report_pre_thesis/src/images/pipeline.png | Bin 0 -> 114089 bytes 6 files changed, 706 insertions(+) create mode 100644 report_pre_thesis/README.md create mode 100644 report_pre_thesis/package.json create mode 100644 report_pre_thesis/pipeline.mmd create mode 100644 report_pre_thesis/pnpm-lock.yaml create mode 100644 report_pre_thesis/src/images/pipeline.png diff --git a/report_pre_thesis/.gitignore b/report_pre_thesis/.gitignore index 378eac25..48912d24 100644 --- a/report_pre_thesis/.gitignore +++ b/report_pre_thesis/.gitignore @@ -1 +1,2 @@ build +node_modules \ No newline at end of file diff --git a/report_pre_thesis/README.md b/report_pre_thesis/README.md new file mode 100644 index 00000000..1f8a6117 --- /dev/null +++ b/report_pre_thesis/README.md @@ -0,0 +1,19 @@ +# P9 Project: Report Pre-Thesis + +This is a technical report acting as the 'pre-thesis' for our thesis. It represents our work during the 9th semester, which will be followed by the actual thesis in the 10th semester. + +## Pipeline diagram + +To get a better understanding of the current pipeline used for ChemCam calibrations, we have created a diagram of the pipeline. + +Any edits to the pipeline should be reflected in `pipeline.mmd` using [mermaid.js](http://mermaid.js.org) syntax. + +To 'build' the pipeline, run the following command in the terminal: + +```bash +# pnpm install # - if you haven't already. Need the mermaid-cli package. +pnpm run pipeline +``` + +This will generate a file called `pipeline.png` in the `src/images` folder. The pipeline is shown below: +![ChemCam calibration pipeline](src/images/pipeline.png) diff --git a/report_pre_thesis/package.json b/report_pre_thesis/package.json new file mode 100644 index 00000000..e89c7e27 --- /dev/null +++ b/report_pre_thesis/package.json @@ -0,0 +1,9 @@ +{ + "name": "report_pre_thesis", + "scripts": { + "pipeline": "mmdc -i pipeline.mmd -o src/images/pipeline.png -t neutral -b transparent" + }, + "dependencies": { + "@mermaid-js/mermaid-cli": "^10.4.0" + } +} diff --git a/report_pre_thesis/pipeline.mmd b/report_pre_thesis/pipeline.mmd new file mode 100644 index 00000000..581cb0fc --- /dev/null +++ b/report_pre_thesis/pipeline.mmd @@ -0,0 +1,43 @@ +flowchart TD + subgraph DP["Data Preprocessing"] + BS[Background subtraction]--> + CER[Continuum emission removal]--> + AIRF["Applying instrument response functions (IRF)"] + end + + db[(LIBS Data)] --> DP + + DP -->|Preprocessed data| QC + + subgraph QC["Quantitative Calibration"] + Input --> NOSM["`Normalize + (Norm 1 or Norm 3)`"] --> F + F[Full Model] --> |"Initial Estimate"| H[Submodel Selection] + + SM["Submodel (Low, Mid, High)"] + BR["`Overlap range of submodels + (Low-Mid; Mid-High)`"] + + H -.->|In submodel range| SM + H -.-|Within overlap range| BR + + BR --> BO["`Blend + (*Linear weighted sum*)`"] + + SM -->|Model output| J + BO -->|Blended output| J + + Input --> WE["Weigh by inverse IRF"] --> NOI["`Normalize + (Norm 1 or Norm 3)`"] --> I + + + + I["`ICA with Joint Approximate Diagonalization of Eigenmatrices (JADE)`"] + I -->|Components & Mixing matrix| J + + + J["`Combine PLS & ICA + (_weigted average_)`"] + end + + QC --> K["Multivariate Oxide Composition (MOC) Derivation"] diff --git a/report_pre_thesis/pnpm-lock.yaml b/report_pre_thesis/pnpm-lock.yaml new file mode 100644 index 00000000..025510b0 --- /dev/null +++ b/report_pre_thesis/pnpm-lock.yaml @@ -0,0 +1,634 @@ +lockfileVersion: 5.4 + +specifiers: + '@mermaid-js/mermaid-cli': ^10.4.0 + +dependencies: + '@mermaid-js/mermaid-cli': 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report_pre_thesis/src/images/pipeline.png | Bin 114089 -> 132529 bytes 2 files changed, 8 insertions(+), 7 deletions(-) diff --git a/report_pre_thesis/pipeline.mmd b/report_pre_thesis/pipeline.mmd index 581cb0fc..cdbff3a1 100644 --- a/report_pre_thesis/pipeline.mmd +++ b/report_pre_thesis/pipeline.mmd @@ -1,15 +1,16 @@ flowchart TD subgraph DP["Data Preprocessing"] - BS[Background subtraction]--> - CER[Continuum emission removal]--> - AIRF["Applying instrument response functions (IRF)"] + BS[Background subtraction] --> + WO["Denoise via undecimated wavelet transformation"] --> + WC["Apply wavelength calibration"] --> + CER["Continuum removal"] -->|"Reduced Data Record (RDR)"| IRF["Apply Instrumental Response Function (IRF)"] end - db[(LIBS Data)] --> DP + db[(LIBS Data)] -->|"Experimental data record (EDR)"| DP - DP -->|Preprocessed data| QC + DP -->|"Cleaned, calibrated spectra (CCS)"| C - subgraph QC["Quantitative Calibration"] + subgraph C["Calibration"] Input --> NOSM["`Normalize (Norm 1 or Norm 3)`"] --> F F[Full Model] --> |"Initial Estimate"| H[Submodel Selection] @@ -40,4 +41,4 @@ flowchart TD (_weigted average_)`"] end - QC --> K["Multivariate Oxide Composition (MOC) Derivation"] + C --> K["Multivariate Oxide Composition (MOC) Derivation"] diff --git a/report_pre_thesis/src/images/pipeline.png b/report_pre_thesis/src/images/pipeline.png index 689e36fdd6422387637a6b51e1b28cced2b35365..d76118e27925d2322cb6ffd3f1c9624f79b6ee66 100644 GIT binary patch literal 132529 zcmd432RN61{5N{5l(eV_6;VpaiiTN2ks{eUm08G0c7q6|NRm`k|d*$kySEF zWv`sqr~mUmT2p`n8DBFHYC)PA|#)8fa7eP$PbZ zRW_;8Z$~A&u+_`>Mz;7V`gT>8b1L{m6g6VxOOO+kD#eSm1)4 z=XTar>sC2SXN>5#9-elKlqd+AcP{Ooo?q$v-~HuB8&P0etwm#c>s7ne&3%QjzM!(|^6P6dbZ>%2&ljsBIb&F_Ji zswAsxs`G|qhShziH_dKqHpv>?OfUaZE&07>vbsX9?q$u?X4!bPqXMCPAxiQ3_>0|T zuLf_3LcChJxoCyCsHq-5b8wZ3@IZ<3Zv36~I6z_N+LgE78w>FSD8#}G+QBB zHSS&ipUq*)SMe*IVqwa{%>Mo2*R5oIw@&~3Qgq;QyQqJ0AO|DkqSM;-a&m%?`)fl( 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