diff --git a/.cursor/rules/use-bun-instead-of-node-vite-npm-pnpm.mdc b/.cursor/rules/use-bun-instead-of-node-vite-npm-pnpm.mdc deleted file mode 100644 index ebda9951..00000000 --- a/.cursor/rules/use-bun-instead-of-node-vite-npm-pnpm.mdc +++ /dev/null @@ -1,111 +0,0 @@ ---- -description: Use Bun instead of Node.js, npm, pnpm, or vite. -globs: "*.ts, *.tsx, *.html, *.css, *.js, *.jsx, package.json" -alwaysApply: false ---- - -Default to using Bun instead of Node.js. - -- Use `bun ` instead of `node ` or `ts-node ` -- Use `bun test` instead of `jest` or `vitest` -- Use `bun build ` instead of `webpack` or `esbuild` -- Use `bun install` instead of `npm install` or `yarn install` or `pnpm install` -- Use `bun run - - -``` - -With the following `frontend.tsx`: - -```tsx#frontend.tsx -import React from "react"; -import { createRoot } from "react-dom/client"; - -// import .css files directly and it works -import './index.css'; - -const root = createRoot(document.body); - -export default function Frontend() { - return

Hello, world!

; -} - -root.render(); -``` - -Then, run index.ts - -```sh -bun --hot ./index.ts -``` - -For more information, read the Bun API docs in `node_modules/bun-types/docs/**.mdx`. diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 00000000..1b4533d8 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,3 @@ +# Exclude research/ from GitHub Linguist language detection and language stats. +# Data files, analysis scripts, and client deliverables are not application code. +research/** linguist-documentation=true diff --git a/R&D/Tests/README.md b/R&D/Tests/README.md deleted file mode 100644 index 027ed416..00000000 --- a/R&D/Tests/README.md +++ /dev/null @@ -1 +0,0 @@ -# Testing Directory \ No newline at end of file diff --git a/README.md b/README.md index b7cb94ec..4aa11fa9 100644 --- a/README.md +++ b/README.md @@ -40,6 +40,7 @@ stridetrack/ │ ├── migrations/ # SQL migrations │ ├── seed.sql # Seed data for local dev │ └── config.toml # Supabase configuration +├── research/ # R&D artifacts — scripts, data, docs, client deliverables (see research/README.md) ├── docker-compose.yml # Application services ├── otel-collector-config.yaml ├── Makefile # Development commands diff --git a/client_resources/Finger_test_data/initial information about Finger Dataset.rtf b/client_resources/Finger_test_data/initial information about Finger Dataset.rtf deleted file mode 100644 index 3a9a55c3..00000000 --- a/client_resources/Finger_test_data/initial information about Finger Dataset.rtf +++ /dev/null @@ -1,194 +0,0 @@ -{\rtf1\ansi\ansicpg1252\cocoartf2822 -\cocoatextscaling0\cocoaplatform0{\fonttbl\f0\froman\fcharset0 Times-Bold;\f1\froman\fcharset0 Times-Roman;\f2\froman\fcharset0 Times-Italic; -} -{\colortbl;\red255\green255\blue255;\red0\green0\blue0;\red0\green0\blue233;\red109\green109\blue109; -} -{\*\expandedcolortbl;;\cssrgb\c0\c0\c0;\cssrgb\c0\c0\c93333;\cssrgb\c50196\c50196\c50196; -} -{\*\listtable{\list\listtemplateid1\listhybrid{\listlevel\levelnfc23\levelnfcn23\leveljc0\leveljcn0\levelfollow0\levelstartat1\levelspace360\levelindent0{\*\levelmarker \{disc\}}{\leveltext\leveltemplateid1\'01\uc0\u8226 ;}{\levelnumbers;}\fi-360\li720\lin720 }{\listname ;}\listid1} -{\list\listtemplateid2\listhybrid{\listlevel\levelnfc23\levelnfcn23\leveljc0\leveljcn0\levelfollow0\levelstartat1\levelspace360\levelindent0{\*\levelmarker \{disc\}}{\leveltext\leveltemplateid101\'01\uc0\u8226 ;}{\levelnumbers;}\fi-360\li720\lin720 }{\listlevel\levelnfc23\levelnfcn23\leveljc0\leveljcn0\levelfollow0\levelstartat1\levelspace360\levelindent0{\*\levelmarker \{circle\}}{\leveltext\leveltemplateid102\'01\uc0\u9702 ;}{\levelnumbers;}\fi-360\li1440\lin1440 }{\listname ;}\listid2} -{\list\listtemplateid3\listhybrid{\listlevel\levelnfc23\levelnfcn23\leveljc0\leveljcn0\levelfollow0\levelstartat1\levelspace360\levelindent0{\*\levelmarker \{disc\}}{\leveltext\leveltemplateid201\'01\uc0\u8226 ;}{\levelnumbers;}\fi-360\li720\lin720 }{\listname ;}\listid3} -{\list\listtemplateid4\listhybrid{\listlevel\levelnfc23\levelnfcn23\leveljc0\leveljcn0\levelfollow0\levelstartat1\levelspace360\levelindent0{\*\levelmarker \{disc\}}{\leveltext\leveltemplateid301\'01\uc0\u8226 ;}{\levelnumbers;}\fi-360\li720\lin720 }{\listlevel\levelnfc0\levelnfcn0\leveljc0\leveljcn0\levelfollow0\levelstartat1\levelspace360\levelindent0{\*\levelmarker \{decimal\}}{\leveltext\leveltemplateid302\'01\'01;}{\levelnumbers\'01;}\fi-360\li1440\lin1440 }{\listname ;}\listid4} -{\list\listtemplateid5\listhybrid{\listlevel\levelnfc23\levelnfcn23\leveljc0\leveljcn0\levelfollow0\levelstartat1\levelspace360\levelindent0{\*\levelmarker \{disc\}}{\leveltext\leveltemplateid401\'01\uc0\u8226 ;}{\levelnumbers;}\fi-360\li720\lin720 }{\listlevel\levelnfc23\levelnfcn23\leveljc0\leveljcn0\levelfollow0\levelstartat1\levelspace360\levelindent0{\*\levelmarker \{circle\}}{\leveltext\leveltemplateid402\'01\uc0\u9702 ;}{\levelnumbers;}\fi-360\li1440\lin1440 }{\listname ;}\listid5} -{\list\listtemplateid6\listhybrid{\listlevel\levelnfc23\levelnfcn23\leveljc0\leveljcn0\levelfollow0\levelstartat1\levelspace360\levelindent0{\*\levelmarker \{disc\}}{\leveltext\leveltemplateid501\'01\uc0\u8226 ;}{\levelnumbers;}\fi-360\li720\lin720 }{\listlevel\levelnfc23\levelnfcn23\leveljc0\leveljcn0\levelfollow0\levelstartat1\levelspace360\levelindent0{\*\levelmarker \{circle\}}{\leveltext\leveltemplateid502\'01\uc0\u9702 ;}{\levelnumbers;}\fi-360\li1440\lin1440 }{\listname ;}\listid6}} -{\*\listoverridetable{\listoverride\listid1\listoverridecount0\ls1}{\listoverride\listid2\listoverridecount0\ls2}{\listoverride\listid3\listoverridecount0\ls3}{\listoverride\listid4\listoverridecount0\ls4}{\listoverride\listid5\listoverridecount0\ls5}{\listoverride\listid6\listoverridecount0\ls6}} -\margl1440\margr1440\vieww20700\viewh13060\viewkind0 -\deftab720 -\pard\pardeftab720\sa280\partightenfactor0 - -\f0\b\fs28 \cf0 \expnd0\expndtw0\kerning0 -\outl0\strokewidth0 \strokec2 Hurdles\ -\pard\tx220\tx720\pardeftab720\li720\fi-720\sa240\partightenfactor0 -\ls1\ilvl0 -\fs24 \cf0 \kerning1\expnd0\expndtw0 \outl0\strokewidth0 {\listtext \uc0\u8226 }\expnd0\expndtw0\kerning0 -\outl0\strokewidth0 \strokec2 Elite hurdle specialists\'92 average flight time over the hurdle: -\f1\b0 \uc0\u8232 0.373 s \'b1 0.030 s\ -\ls1\ilvl0 -\f0\b \kerning1\expnd0\expndtw0 \outl0\strokewidth0 {\listtext \uc0\u8226 }\expnd0\expndtw0\kerning0 -\outl0\strokewidth0 \strokec2 Elite hurdlers\'92 average flight time of the first stride post-hurdle: -\f1\b0 \uc0\u8232 0.076 s \'b1 0.016 s\ -\pard\pardeftab720\sa240\partightenfactor0 - -\f0\b \cf0 Source: -\f1\b0 Table 2, -\f2\i Efficiency factors in\'85 -\f1\i0 \uc0\u8232 {\field{\*\fldinst{HYPERLINK "https://hummov.awf.wroc.pl/pdf-183131-107396"}}{\fldrslt \cf3 \ul \ulc3 \strokec3 https://hummov.awf.wroc.pl/pdf-183131-107396}}\ - -\f0\b Conclusion: -\f1\b0 We do -\f0\b not -\f1\b0 expect faster flight times than these values.\ -\pard\pardeftab720\partightenfactor0 -\cf4 \strokec4 \ -\pard\pardeftab720\sa280\partightenfactor0 - -\f0\b\fs28 \cf0 \strokec2 General rules for hurdling\ -\pard\tx220\tx720\pardeftab720\li720\fi-720\sa240\partightenfactor0 -\ls2\ilvl0 -\f1\b0\fs24 \cf0 \kerning1\expnd0\expndtw0 \outl0\strokewidth0 {\listtext \uc0\u8226 }\expnd0\expndtw0\kerning0 -\outl0\strokewidth0 \strokec2 Hurdle height varies between men and women and across age groups. For simplicity, we ignore this.\ -\pard\tx220\tx720\pardeftab720\li720\fi-720\sa240\partightenfactor0 -\ls2\ilvl0 -\f0\b \cf0 \kerning1\expnd0\expndtw0 \outl0\strokewidth0 {\listtext \uc0\u8226 }\expnd0\expndtw0\kerning0 -\outl0\strokewidth0 \strokec2 60 hs (M/F), 100 hs (F), 110 hs (M): -\f1\b0 \uc0\u8232 Athletes always take -\f0\b 4 steps -\f1\b0 between hurdles.\uc0\u8232 Example (R = right, L = left):\u8232 Landing sequence \u8594 -\f0\b R \uc0\u8594 L \u8594 R \u8594 L -\f1\b0 \uc0\u8232 The last step before the hurdle involves a strong push to clear it.\u8232 -\f0\b Exception: -\f1\b0 the first hurdle. From the starting blocks to the first hurdle, athletes take:\ -\pard\tx940\tx1440\pardeftab720\li1440\fi-1440\sa240\partightenfactor0 -\ls2\ilvl1\cf0 \kerning1\expnd0\expndtw0 \outl0\strokewidth0 {\listtext \uc0\u9702 }\expnd0\expndtw0\kerning0 -\outl0\strokewidth0 \strokec2 ~6 steps (elite)\ -\ls2\ilvl1\kerning1\expnd0\expndtw0 \outl0\strokewidth0 {\listtext \uc0\u9702 }\expnd0\expndtw0\kerning0 -\outl0\strokewidth0 \strokec2 8\'969 steps (amateur)\ -\pard\tx220\tx720\pardeftab720\li720\fi-720\sa240\partightenfactor0 -\ls2\ilvl0 -\f0\b \cf0 \kerning1\expnd0\expndtw0 \outl0\strokewidth0 {\listtext \uc0\u8226 }\expnd0\expndtw0\kerning0 -\outl0\strokewidth0 \strokec2 400 hs: -\f1\b0 \uc0\u8232 Typically -\f0\b 13\'9617 steps -\f1\b0 between hurdles.\uc0\u8232 Flight time is higher than in short hurdles, so detection should not be an issue.\ -\pard\pardeftab720\partightenfactor0 -\cf4 \strokec4 \ -\pard\pardeftab720\sa280\partightenfactor0 - -\f0\b\fs28 \cf0 \strokec2 Other\ -\pard\pardeftab720\sa240\partightenfactor0 - -\f1\b0\fs24 \cf0 If you need reference ranges for -\f0\b GCT -\f1\b0 and -\f0\b flight time -\f1\b0 in sprinting, long jump, triple jump, and high jump, several papers online provide this data.\ -\pard\pardeftab720\partightenfactor0 -\cf4 \strokec4 \ -\pard\pardeftab720\sa298\partightenfactor0 - -\f0\b\fs36 \cf0 \strokec2 Finger dataset\ -\pard\pardeftab720\sa280\partightenfactor0 - -\fs28 \cf0 Hurdles\ -\pard\tx220\tx720\pardeftab720\li720\fi-720\sa240\partightenfactor0 -\ls3\ilvl0 -\f1\b0\fs24 \cf0 \kerning1\expnd0\expndtw0 \outl0\strokewidth0 {\listtext \uc0\u8226 }\expnd0\expndtw0\kerning0 -\outl0\strokewidth0 \strokec2 Currently, in the web app, hurdles are detected using a -\f0\b flight-time threshold of 1 s -\f1\b0 .\uc0\u8232 This value is intentionally high so the detection logic could be clearly shown during Demo Day.\ -\ls3\ilvl0\kerning1\expnd0\expndtw0 \outl0\strokewidth0 {\listtext \uc0\u8226 }\expnd0\expndtw0\kerning0 -\outl0\strokewidth0 \strokec2 This threshold must be -\f0\b personalizable -\f1\b0 in the future, once more data is collected using a proper smart insole.\ -\ls3\ilvl0\kerning1\expnd0\expndtw0 \outl0\strokewidth0 {\listtext \uc0\u8226 }\expnd0\expndtw0\kerning0 -\outl0\strokewidth0 \strokec2 The dataset is collected by pressing with -\f0\b one finger only -\f1\b0 , simulating a single leg.\ -\pard\pardeftab720\partightenfactor0 -\cf4 \strokec4 \ -\pard\pardeftab720\sa280\partightenfactor0 - -\f0\b\fs28 \cf0 \strokec2 Sprinting\ -\pard\tx220\tx720\pardeftab720\li720\fi-720\sa240\partightenfactor0 -\ls4\ilvl0 -\f1\b0\fs24 \cf0 \kerning1\expnd0\expndtw0 \outl0\strokewidth0 {\listtext \uc0\u8226 }\expnd0\expndtw0\kerning0 -\outl0\strokewidth0 \strokec2 Two examples are provided:\ -\pard\tx940\tx1440\pardeftab720\li1440\fi-1440\sa240\partightenfactor0 -\ls4\ilvl1\cf0 \kerning1\expnd0\expndtw0 \outl0\strokewidth0 {\listtext 1 }\expnd0\expndtw0\kerning0 -\outl0\strokewidth0 \strokec2 Normal sprinting\ -\ls4\ilvl1\kerning1\expnd0\expndtw0 \outl0\strokewidth0 {\listtext 2 }\expnd0\expndtw0\kerning0 -\outl0\strokewidth0 \strokec2 Sprinting where the first foot has a -\f0\b long GCT -\f1\b0 : The high GCT simulates the -\f0\b block start -\f1\b0 , where the athlete pushes against the blocks until the start signal.\ -\pard\pardeftab720\partightenfactor0 -\cf4 \strokec4 \ -\pard\pardeftab720\sa280\partightenfactor0 - -\f0\b\fs28 \cf0 \strokec2 Long jump\ -\pard\tx220\tx720\pardeftab720\li720\fi-720\sa240\partightenfactor0 -\ls5\ilvl0 -\f1\b0\fs24 \cf0 \kerning1\expnd0\expndtw0 \outl0\strokewidth0 {\listtext \uc0\u8226 }\expnd0\expndtw0\kerning0 -\outl0\strokewidth0 \strokec2 Long jump consists of sprinting followed by:\ -\pard\tx940\tx1440\pardeftab720\li1440\fi-1440\sa240\partightenfactor0 -\ls5\ilvl1\cf0 \kerning1\expnd0\expndtw0 \outl0\strokewidth0 {\listtext \uc0\u9702 }\expnd0\expndtw0\kerning0 -\outl0\strokewidth0 \strokec2 One powerful take-off step (long GCT)\ -\ls5\ilvl1\kerning1\expnd0\expndtw0 \outl0\strokewidth0 {\listtext \uc0\u9702 }\expnd0\expndtw0\kerning0 -\outl0\strokewidth0 \strokec2 One ground contact with the sand\ -\pard\tx220\tx720\pardeftab720\li720\fi-720\sa240\partightenfactor0 -\ls5\ilvl0\cf0 \kerning1\expnd0\expndtw0 \outl0\strokewidth0 {\listtext \uc0\u8226 }\expnd0\expndtw0\kerning0 -\outl0\strokewidth0 \strokec2 It would be very useful to automatically:\ -\pard\tx940\tx1440\pardeftab720\li1440\fi-1440\sa240\partightenfactor0 -\ls5\ilvl1\cf0 \kerning1\expnd0\expndtw0 \outl0\strokewidth0 {\listtext \uc0\u9702 }\expnd0\expndtw0\kerning0 -\outl0\strokewidth0 \strokec2 Remove the GCT corresponding to sand contact\ -\ls5\ilvl1\kerning1\expnd0\expndtw0 \outl0\strokewidth0 {\listtext \uc0\u9702 }\expnd0\expndtw0\kerning0 -\outl0\strokewidth0 \strokec2 Detect jump duration (from last take-off step to sand contact)\ -\pard\pardeftab720\sa240\partightenfactor0 - -\f0\b \cf0 Note: -\f1\b0 In the provided example, data is available for only one foot.\uc0\u8232 The other foot would have equivalent GCT and flight-time data but does -\f0\b not -\f1\b0 include the final step.\ -\pard\pardeftab720\partightenfactor0 -\cf4 \strokec4 \ -\pard\pardeftab720\sa280\partightenfactor0 - -\f0\b\fs28 \cf0 \strokec2 Triple jump\ -\pard\tx220\tx720\pardeftab720\li720\fi-720\sa240\partightenfactor0 -\ls6\ilvl0 -\f1\b0\fs24 \cf0 \kerning1\expnd0\expndtw0 \outl0\strokewidth0 {\listtext \uc0\u8226 }\expnd0\expndtw0\kerning0 -\outl0\strokewidth0 \strokec2 Consists of sprinting followed by:\uc0\u8232 -\f0\b Hop \uc0\u8594 Step \u8594 Jump \u8594 Land (sand) -\f1\b0 \ -\ls6\ilvl0\kerning1\expnd0\expndtw0 \outl0\strokewidth0 {\listtext \uc0\u8226 }\expnd0\expndtw0\kerning0 -\outl0\strokewidth0 \strokec2 Hop and Step are performed with the -\f0\b same leg -\f1\b0 , Jump with the -\f0\b other leg -\f1\b0 , followed by landing in the sand (both legs).\ -\ls6\ilvl0\kerning1\expnd0\expndtw0 \outl0\strokewidth0 {\listtext \uc0\u8226 }\expnd0\expndtw0\kerning0 -\outl0\strokewidth0 \strokec2 In the example provided:\ -\pard\tx940\tx1440\pardeftab720\li1440\fi-1440\sa240\partightenfactor0 -\ls6\ilvl1\cf0 \kerning1\expnd0\expndtw0 \outl0\strokewidth0 {\listtext \uc0\u9702 }\expnd0\expndtw0\kerning0 -\outl0\strokewidth0 \strokec2 Hop, Step, and Land are recorded\ -\pard\tx220\tx720\tx1440\pardeftab720\li720\fi-720\sa240\partightenfactor0 -\ls6\ilvl0\cf0 \kerning1\expnd0\expndtw0 \outl0\strokewidth0 {\listtext \uc0\u8226 }In general, \expnd0\expndtw0\kerning0 -\outl0\strokewidth0 \strokec2 Hop and Step (and also Jump) show -\f0\b long ground contact times -\f1\b0 \ -\pard\tx220\tx720\pardeftab720\li720\fi-720\sa240\partightenfactor0 -\ls6\ilvl0\cf0 \kerning1\expnd0\expndtw0 \outl0\strokewidth0 {\listtext \uc0\u8226 }\expnd0\expndtw0\kerning0 -\outl0\strokewidth0 \strokec2 It would be extremely useful to automatically:\ -\pard\tx940\tx1440\pardeftab720\li1440\fi-1440\sa240\partightenfactor0 -\ls6\ilvl1\cf0 \kerning1\expnd0\expndtw0 \outl0\strokewidth0 {\listtext \uc0\u9702 }\expnd0\expndtw0\kerning0 -\outl0\strokewidth0 \strokec2 Detect Hop, Step, Jump, and Land\ -\ls6\ilvl1\kerning1\expnd0\expndtw0 \outl0\strokewidth0 {\listtext \uc0\u9702 }\expnd0\expndtw0\kerning0 -\outl0\strokewidth0 \strokec2 Report -\f0\b GCT -\f1\b0 and -\f0\b flight time -\f1\b0 for each phase\ -\pard\pardeftab720\partightenfactor0 -\cf4 \strokec4 \ -} \ No newline at end of file diff --git a/client_resources/SensorData/InfoAboutData.rtf b/client_resources/SensorData/InfoAboutData.rtf deleted file mode 100644 index 57064148..00000000 --- a/client_resources/SensorData/InfoAboutData.rtf +++ /dev/null @@ -1,10 +0,0 @@ -{\rtf1\ansi\ansicpg1252\cocoartf2822 -\cocoatextscaling0\cocoaplatform0{\fonttbl\f0\froman\fcharset0 Times-Roman;} -{\colortbl;\red255\green255\blue255;\red0\green0\blue0;} -{\*\expandedcolortbl;;\cssrgb\c0\c0\c0;} -\margl1440\margr1440\vieww11520\viewh8400\viewkind0 -\deftab720 -\pard\pardeftab720\partightenfactor0 - -\f0\fs24 \cf0 \expnd0\expndtw0\kerning0 -\outl0\strokewidth0 \strokec2 I have attached 3runs of 5-hurdles , placing the sensor on the first or second leg (check the file name). In the runs, I am doing 2 steps between each hurdle. So if L = Left foot and R = Right foot: R, L, R, L (push on the ground to reach the hurdle with the opposite foot = R), land with the R, L, R, L (push on the ground to reach the hurdle with the opposite foot = R), land with the R and so on. As you can see from the image, the values are sometimes still dropping to 0 when the foot reaches the ground at high speed (as with the sprinting). That drop does not need to be reproduced. I've attached a web app where you can load the file and visualize the force curve moving (but the metric calculations in the other sections of the app will not work).} \ No newline at end of file diff --git a/data/SensorSprint2_BothFeet.csv b/data/SensorSprint2_BothFeet.csv deleted file mode 100644 index cc9df7f8..00000000 --- a/data/SensorSprint2_BothFeet.csv +++ /dev/null @@ -1,2232 +0,0 @@ -Time,Force_Foot1,Force_Foot2 -1202964,0,4095 -1202974,0,4095 -1202984,0,4095 -1202995,0,4095 -1203004,0,4095 -1203014,0,4095 -1203024,0,4095 -1203034,0,4095 -1203044,0,4095 -1203054,0,4095 -1203065,0,4095 -1203074,0,4095 -1203084,0,4095 -1203094,0,4095 -1203104,0,4095 -1203114,0,4095 -1203124,0,4095 -1203134,0,4095 -1203144,0,4095 -1203154,0,4095 -1203164,0,4095 -1203174,0,4095 -1203184,0,4095 -1203194,0,4095 -1203204,0,4095 -1203214,0,4095 -1203224,0,4095 -1203234,0,4095 -1203244,0,4095 -1203254,0,4095 -1203264,0,4095 -1203274,0,4095 -1203284,0,4095 -1203294,0,4095 -1203304,0,4095 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b/data/test_100h.pdf deleted file mode 100644 index 719226c9..00000000 Binary files a/data/test_100h.pdf and /dev/null differ diff --git a/data/test_100h_page1.csv b/data/test_100h_page1.csv deleted file mode 100644 index 39d441ec..00000000 --- a/data/test_100h_page1.csv +++ /dev/null @@ -1,18 +0,0 @@ -athlete_name,country,birth_year,event,wind,lane,place,reaction_time,official_time,H1,H2,H3,H4,H5,H6,H7,H8,H9,H10,split_H1_H4,split_H4_H7,split_H7_H10 -Masai Russell,USA,2000,FINAL date 10-Oct-25 wind2.3 m/s Athlos and Karmarush (2025). Athlos results and race analysis,2.3,6,1,,12.52,2.57,3.57,4.57,5.54,6.52,7.46,8.44,9.43,10.4,11.42,5.54,2.8999999999999995,2.9800000000000004 -Grace Stark,USA,2001,FINAL date 10-Oct-25 wind2.3 m/s Athlos and Karmarush (2025). Athlos results and race analysis,2.3,5,2,,12.6,2.55,3.57,4.58,5.55,6.52,7.46,8.46,9.45,10.42,11.45,5.55,2.910000000000001,2.9899999999999984 -Alaysha Johnson,USA,1996,FINAL date 10-Oct-25 wind2.3 m/s Athlos and Karmarush (2025). Athlos results and race analysis,2.3,8,3,,12.66,3.56,4.6,5.54,6.55,7.53,8.48,9.47,10.49,11.52,12.66,6.55,2.920000000000001,3.1899999999999995 -Devynne Charlton,BAH,1995,FINAL date 10-Oct-25 wind2.3 m/s Athlos and Karmarush (2025). Athlos results and race analysis,2.3,7,4,,12.71,2.54,3.54,4.53,5.51,6.48,7.45,8.42,9.41,10.43,11.47,5.51,2.91,3.0500000000000007 -Tonea Marshall,USA,1998,FINAL date 10-Oct-25 wind2.3 m/s Athlos and Karmarush (2025). Athlos results and race analysis,2.3,4,5,,12.88,2.58,3.59,4.63,5.63,6.61,7.59,8.61,9.61,10.61,11.69,5.63,2.9799999999999995,3.08 -Megan Tapper,JAM,1994,FINAL date 10-Oct-25 wind2.3 m/s Athlos and Karmarush (2025). Athlos results and race analysis,2.3,3,6,,12.92,2.56,3.58,4.61,5.61,6.57,7.57,8.56,9.57,10.59,11.65,5.61,2.95,3.09 -Taliyah Brooks,USA,1995,"2025 World Athletics Championships (Tokyo, JPN) (TV Analysis)",-0.7,5,1,0.14,12.93,2.6,3.6,4.62,5.62,6.64,7.66,8.68,9.72,10.76,11.78,5.62,3.0599999999999996,3.0999999999999996 -Beatričė Juškevičiūtė,LTU,2000,"2025 World Athletics Championships (Tokyo, JPN) (TV Analysis)",-0.7,2,2,0.146,13.03,2.6,3.58,4.62,5.62,6.64,7.66,8.68,9.72,10.74,11.82,5.62,3.0599999999999996,3.1400000000000006 -Anna Hall,USA,2001,"2025 World Athletics Championships (Tokyo, JPN) (TV Analysis)",-0.7,8,3,0.17,13.05,2.68,3.76,4.8,5.8,6.8,7.8,8.82,9.84,10.88,11.92,5.8,3.0200000000000005,3.0999999999999996 -Martha Araujo,COL,1996,"2025 World Athletics Championships (Tokyo, JPN) (TV Analysis)",-0.7,3,4,0.163,13.13,2.66,3.7,4.74,5.76,6.78,7.8,8.82,9.84,10.9,11.96,5.76,3.0600000000000005,3.1400000000000006 -Michelle Atherley,USA,1995,"2025 World Athletics Championships (Tokyo, JPN) (TV Analysis)",-0.7,7,5,0.153,13.22,2.64,3.8,4.84,5.88,6.92,7.94,8.98,10.0,11.04,12.1,5.88,3.1000000000000005,3.119999999999999 -Saga Vanninen,FIN,2003,"2025 World Athletics Championships (Tokyo, JPN) (TV Analysis)",-0.7,6,6,0.156,13.44,2.7,3.76,4.82,5.86,6.88,7.9,8.98,10.02,11.12,12.22,5.86,3.12,3.24 -Abigail Pawlett,GBR,2003,"2025 World Athletics Championships (Tokyo, JPN) (TV Analysis)",-0.7,4,7,0.161,14.7,2.64,3.7,4.72,5.74,6.76,7.76,8.78,9.82,10.84,11.88,5.74,3.039999999999999,3.1000000000000014 -Ditaji Kambundji,SUI,2002,"2025 World Athletics Championships (Tokyo, JPN) (TV Analysis)",-0.1,3,1,0.146,12.24,2.52,3.5,4.47,5.43,6.37,7.34,8.29,9.22,10.19,11.17,5.43,2.8599999999999994,2.880000000000001 -Tobi Amusan,NGR,1997,"2025 World Athletics Championships (Tokyo, JPN) (TV Analysis)",-0.1,6,2,0.187,12.29,2.6,3.6,4.57,5.52,6.44,7.38,8.32,9.28,10.24,11.23,5.52,2.8000000000000007,2.91 -Grace Stark,USA,2001,"2025 World Athletics Championships (Tokyo, JPN) (TV Analysis)",-0.1,5,3,0.172,12.34,2.54,3.54,4.54,5.47,6.44,7.4,8.36,9.32,10.31,11.31,5.47,2.8899999999999997,2.950000000000001 -Masai Russell,USA,2000,"2025 World Athletics Championships (Tokyo, JPN) (TV Analysis)",-0.1,7,4,0.24,12.44,2.6,3.6,4.58,5.54,6.46,7.46,8.42,9.4,10.38,11.36,5.54,2.88,2.9399999999999995 diff --git a/package-lock.json b/package-lock.json deleted file mode 100644 index d501889a..00000000 --- a/package-lock.json +++ /dev/null @@ -1,288 +0,0 @@ -{ - 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It is intentionally separate from the application code (`backend/`, `frontend/`) and is provided as a reference for future development. + +## Structure + +``` +research/ +├── scripts/ Analysis and data pipeline scripts +├── data/ +│ ├── mock/ Generated synthetic sensor data (sprint + hurdle, 4 distances each) +│ ├── real/ Real hardware recordings from insole sensor prototypes +│ │ ├── NewSensorBatch1/ First batch of field recordings +│ │ ├── NewSensorBatch2/ Second batch of field recordings +│ │ └── FingerTestData/ Single-sensor finger prototype recordings +│ ├── training/ Competition result PDFs sourced from AthleteFirst, used as model training inputs +│ └── processed/ Pipeline outputs — dual-sensor merged files, flight time extractions +├── client_resources/ Deliverables — pitch deck, metrics dashboard, demo, technical docs +└── docs/ + ├── planning/ Architecture decisions, model deployment plans, sensor research + └── research/ Competitive analysis, IMU hardware, distance model, chart library evaluations +``` + +## Scripts + +| Script | Purpose | +|---|---| +| `mock_ble_client.py` | Simulates a BLE insole sensor peripheral, streams any CSV at 100 Hz | +| `generate_mock_data.py` | Generates synthetic 400m hurdles sensor data into `data/mock/` | +| `phase_shift.py` | Merges single-sensor finger CSVs into dual-channel format | +| `mock_foot.py` | Merges dual foot sensor sprint recordings into unified CSVs | +| `flight_times_foot.py` | Extracts flight time intervals from dual-foot sprint data | +| `flight_times_finger.py` | Extracts flight time intervals from dual-channel finger data | +| `anomaly_detection.py` | Neural network autoencoder for detecting anomalous race splits | +| `split_score.py` | Parses AthleteFirst competition PDFs to build population split distributions | +| `split_score_report.py` | Generates per-segment race report cards | +| `distance_model_eda.py` | Piecewise linear model for distance estimation from split times | +| `w100h.py` | Scrapes and parses Women's 100m Hurdles meet data | +| `combined_analysis.py` | Combined PDF extraction and model analysis pipeline | +| `pdf_plumber.py` | PDF table extraction utilities using pdfplumber | + +## Data Pipeline + +``` +data/real/ → phase_shift.py / mock_foot.py → data/processed/ (*_BothFeet.csv) +data/processed/ → flight_times_*.py → data/processed/ (*_FlightTimes.csv) +data/training/ → split_score.py → population split distributions + → anomaly_detection.py → anomaly detection model +``` + +## Notes + +- `data/mock/` files are generated — `generate_mock_data.py` regenerates `hurdle_400m.csv` in place +- `backend/tests/test_data/` contains its own copies of selected mock CSVs for integration tests — do not remove those +- Training PDFs sourced from [AthleteFirst](https://www.athletefirst.org) diff --git a/client_resources/LiveDemoTest.html b/research/client_resources/live_demo.html similarity index 100% rename from client_resources/LiveDemoTest.html rename to research/client_resources/live_demo.html diff --git a/client_resources/StrideTrack_Metrics_Final.html b/research/client_resources/stridetrack_metrics.html similarity index 100% rename from client_resources/StrideTrack_Metrics_Final.html rename to research/client_resources/stridetrack_metrics.html diff --git a/client_resources/StrideTrack Pitch Generate.pdf b/research/client_resources/stridetrack_pitch_deck.pdf similarity index 100% rename from client_resources/StrideTrack Pitch Generate.pdf rename to research/client_resources/stridetrack_pitch_deck.pdf diff --git a/mock_data/hurdles/hurdle_100m.csv b/research/data/mock/hurdle_100m.csv similarity index 91% rename from mock_data/hurdles/hurdle_100m.csv rename to research/data/mock/hurdle_100m.csv index f638f520..cbe4c9ed 100644 --- a/mock_data/hurdles/hurdle_100m.csv +++ b/research/data/mock/hurdle_100m.csv @@ -1,2288 +1,2288 @@ -Time,Force_Foot1,Force_Foot2 -0,4095,0 -10,4095,0 -20,4095,0 -30,4095,0 -40,4095,0 -50,4095,0 -60,4095,0 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rename to research/data/processed/finger_hurdle_2_both_feet.csv diff --git a/R&D/Tests/Two_finger/Flight_times/1Finger_Hurdle_20251230_1047_FlightTimes.csv b/research/data/processed/finger_hurdle_2_flight_times.csv similarity index 100% rename from R&D/Tests/Two_finger/Flight_times/1Finger_Hurdle_20251230_1047_FlightTimes.csv rename to research/data/processed/finger_hurdle_2_flight_times.csv diff --git a/R&D/Tests/Two_finger/Raw_data/1Finger_LongJump_20251230_1052_BothFeet.csv b/research/data/processed/finger_long_jump_both_feet.csv similarity index 100% rename from R&D/Tests/Two_finger/Raw_data/1Finger_LongJump_20251230_1052_BothFeet.csv rename to research/data/processed/finger_long_jump_both_feet.csv diff --git a/R&D/Tests/Two_finger/Flight_times/1Finger_LongJump_20251230_1052_FlightTimes.csv b/research/data/processed/finger_long_jump_flight_times.csv similarity index 100% rename from R&D/Tests/Two_finger/Flight_times/1Finger_LongJump_20251230_1052_FlightTimes.csv rename to research/data/processed/finger_long_jump_flight_times.csv diff --git a/R&D/Tests/Two_finger/Raw_data/1Finger_Sprint_20251230_1049_BothFeet.csv b/research/data/processed/finger_sprint_1_both_feet.csv similarity index 100% rename from R&D/Tests/Two_finger/Raw_data/1Finger_Sprint_20251230_1049_BothFeet.csv rename to research/data/processed/finger_sprint_1_both_feet.csv diff --git a/R&D/Tests/Two_finger/Flight_times/1Finger_Sprint_20251230_1049_FlightTimes.csv b/research/data/processed/finger_sprint_1_flight_times.csv similarity index 100% rename from R&D/Tests/Two_finger/Flight_times/1Finger_Sprint_20251230_1049_FlightTimes.csv rename to research/data/processed/finger_sprint_1_flight_times.csv diff --git a/R&D/Tests/Two_finger/Raw_data/1Finger_SprintFromBlocks_20251230_1051_BothFeet.csv b/research/data/processed/finger_sprint_from_blocks_both_feet.csv similarity index 100% rename from R&D/Tests/Two_finger/Raw_data/1Finger_SprintFromBlocks_20251230_1051_BothFeet.csv rename to research/data/processed/finger_sprint_from_blocks_both_feet.csv diff --git a/R&D/Tests/Two_finger/Flight_times/1Finger_SprintFromBlocks_20251230_1051_FlightTimes.csv b/research/data/processed/finger_sprint_from_blocks_flight_times.csv similarity index 100% rename from R&D/Tests/Two_finger/Flight_times/1Finger_SprintFromBlocks_20251230_1051_FlightTimes.csv rename to research/data/processed/finger_sprint_from_blocks_flight_times.csv diff --git a/R&D/Tests/Two_finger/Raw_data/TripleJump_Hop_Step_recorded_20251230_1113_BothFeet.csv b/research/data/processed/finger_triple_jump_both_feet.csv similarity index 100% rename from R&D/Tests/Two_finger/Raw_data/TripleJump_Hop_Step_recorded_20251230_1113_BothFeet.csv rename to research/data/processed/finger_triple_jump_both_feet.csv diff --git a/R&D/Tests/Two_finger/Flight_times/TripleJump_Hop_Step_recorded_20251230_1113_FlightTimes.csv b/research/data/processed/finger_triple_jump_flight_times.csv similarity index 100% rename from R&D/Tests/Two_finger/Flight_times/TripleJump_Hop_Step_recorded_20251230_1113_FlightTimes.csv rename to research/data/processed/finger_triple_jump_flight_times.csv diff --git a/R&D/Tests/Two_foot_hurdle/HurdleSensor_110m.csv b/research/data/processed/hurdle_sensor_110m.csv similarity index 100% rename from R&D/Tests/Two_foot_hurdle/HurdleSensor_110m.csv rename to research/data/processed/hurdle_sensor_110m.csv diff --git a/R&D/Tests/Two_foot_hurdle/HurdleSensor_400m.csv b/research/data/processed/hurdle_sensor_400m.csv similarity index 100% rename from R&D/Tests/Two_foot_hurdle/HurdleSensor_400m.csv rename to research/data/processed/hurdle_sensor_400m.csv diff --git a/R&D/Tests/Two_foot_hurdle/Transformed_data/HurdleSensor_400m_TransformedData.csv b/research/data/processed/hurdle_sensor_400m_transformed.csv similarity index 100% rename from R&D/Tests/Two_foot_hurdle/Transformed_data/HurdleSensor_400m_TransformedData.csv rename to research/data/processed/hurdle_sensor_400m_transformed.csv diff --git a/R&D/Tests/Two_foot_hurdle/HurdleSensorJitter_110m.csv b/research/data/processed/hurdle_sensor_jitter_110m.csv similarity index 100% rename from R&D/Tests/Two_foot_hurdle/HurdleSensorJitter_110m.csv rename to research/data/processed/hurdle_sensor_jitter_110m.csv diff --git a/R&D/Tests/Two_foot_hurdle/Transformed_data/HurdleSensorJitter_110m_TransformedData.csv b/research/data/processed/hurdle_sensor_jitter_110m_transformed.csv similarity index 100% rename from R&D/Tests/Two_foot_hurdle/Transformed_data/HurdleSensorJitter_110m_TransformedData.csv rename to research/data/processed/hurdle_sensor_jitter_110m_transformed.csv diff --git a/R&D/Tests/Two_foot/Raw_data/SensorSprint1_BothFeet.csv b/research/data/processed/sensor_sprint_1_both_feet.csv similarity index 100% rename from R&D/Tests/Two_foot/Raw_data/SensorSprint1_BothFeet.csv rename to research/data/processed/sensor_sprint_1_both_feet.csv diff --git a/R&D/Tests/Two_foot/Fly_times/SensorSprint1_FlightTimes.csv b/research/data/processed/sensor_sprint_1_flight_times.csv similarity index 100% rename from R&D/Tests/Two_foot/Fly_times/SensorSprint1_FlightTimes.csv rename to research/data/processed/sensor_sprint_1_flight_times.csv diff --git a/R&D/Tests/Two_foot/Raw_data/SensorSprint2_BothFeet.csv b/research/data/processed/sensor_sprint_2_both_feet.csv similarity index 100% rename from R&D/Tests/Two_foot/Raw_data/SensorSprint2_BothFeet.csv rename to research/data/processed/sensor_sprint_2_both_feet.csv diff --git a/R&D/Tests/Two_foot/Fly_times/SensorSprint2_FlightTimes.csv b/research/data/processed/sensor_sprint_2_flight_times.csv similarity index 100% rename from R&D/Tests/Two_foot/Fly_times/SensorSprint2_FlightTimes.csv rename to research/data/processed/sensor_sprint_2_flight_times.csv diff --git a/R&D/Tests/Two_foot/Raw_data/SensorSprint3_BothFeet.csv b/research/data/processed/sensor_sprint_3_both_feet.csv similarity index 100% rename from R&D/Tests/Two_foot/Raw_data/SensorSprint3_BothFeet.csv rename to research/data/processed/sensor_sprint_3_both_feet.csv diff --git a/R&D/Tests/Two_foot/Fly_times/SensorSprint3_FlightTimes.csv b/research/data/processed/sensor_sprint_3_flight_times.csv similarity index 100% rename from R&D/Tests/Two_foot/Fly_times/SensorSprint3_FlightTimes.csv rename to research/data/processed/sensor_sprint_3_flight_times.csv diff --git a/R&D/Tests/Two_foot/Transformed_Data/SensorSprint3_TransformedData.csv b/research/data/processed/sensor_sprint_3_transformed.csv similarity index 100% rename from R&D/Tests/Two_foot/Transformed_Data/SensorSprint3_TransformedData.csv rename to research/data/processed/sensor_sprint_3_transformed.csv diff --git a/data/W100H_DEMO_PG1_CLEAN.csv b/research/data/processed/w100h_demo_clean.csv similarity index 100% rename from data/W100H_DEMO_PG1_CLEAN.csv rename to research/data/processed/w100h_demo_clean.csv diff --git a/data/W100H_DEMO_PG1_OUTLIERS.csv b/research/data/processed/w100h_demo_outliers.csv similarity index 100% rename from data/W100H_DEMO_PG1_OUTLIERS.csv rename to research/data/processed/w100h_demo_outliers.csv diff --git a/client_resources/Finger_test_data/1Finger_Hurdle_20251230_1046.csv b/research/data/real/FingerTestData/1Finger_Hurdle_20251230_1046.csv similarity index 100% rename from client_resources/Finger_test_data/1Finger_Hurdle_20251230_1046.csv rename to research/data/real/FingerTestData/1Finger_Hurdle_20251230_1046.csv diff --git a/client_resources/Finger_test_data/1Finger_Hurdle_20251230_1047.csv b/research/data/real/FingerTestData/1Finger_Hurdle_20251230_1047.csv similarity index 100% rename from client_resources/Finger_test_data/1Finger_Hurdle_20251230_1047.csv rename to research/data/real/FingerTestData/1Finger_Hurdle_20251230_1047.csv diff --git a/client_resources/Finger_test_data/1Finger_LongJump_20251230_1052.csv b/research/data/real/FingerTestData/1Finger_LongJump_20251230_1052.csv similarity index 100% rename from client_resources/Finger_test_data/1Finger_LongJump_20251230_1052.csv rename to research/data/real/FingerTestData/1Finger_LongJump_20251230_1052.csv diff --git a/client_resources/Finger_test_data/1Finger_SprintFromBlocks_20251230_1051.csv b/research/data/real/FingerTestData/1Finger_SprintFromBlocks_20251230_1051.csv similarity index 100% rename from client_resources/Finger_test_data/1Finger_SprintFromBlocks_20251230_1051.csv rename to research/data/real/FingerTestData/1Finger_SprintFromBlocks_20251230_1051.csv diff --git a/client_resources/Finger_test_data/1Finger_Sprint_20251230_1049.csv b/research/data/real/FingerTestData/1Finger_Sprint_20251230_1049.csv similarity index 100% rename from client_resources/Finger_test_data/1Finger_Sprint_20251230_1049.csv rename to research/data/real/FingerTestData/1Finger_Sprint_20251230_1049.csv diff --git a/client_resources/Finger_test_data/TripleJump_Hop_Step_recorded_20251230_1113.csv b/research/data/real/FingerTestData/TripleJump_Hop_Step_recorded_20251230_1113.csv similarity index 100% rename from client_resources/Finger_test_data/TripleJump_Hop_Step_recorded_20251230_1113.csv rename to research/data/real/FingerTestData/TripleJump_Hop_Step_recorded_20251230_1113.csv diff --git a/client_resources/SensorData/HurdleSensor1stLeg.csv b/research/data/real/HurdleSensor1stLeg.csv similarity index 100% rename from client_resources/SensorData/HurdleSensor1stLeg.csv rename to research/data/real/HurdleSensor1stLeg.csv diff --git a/client_resources/SensorData/HurdleSensor1stLegTest2.csv b/research/data/real/HurdleSensor1stLegTest2.csv similarity index 100% rename from client_resources/SensorData/HurdleSensor1stLegTest2.csv rename to research/data/real/HurdleSensor1stLegTest2.csv diff --git a/client_resources/SensorData/HurdleSensor2ndLeg.csv b/research/data/real/HurdleSensor2ndLeg.csv similarity index 100% rename from client_resources/SensorData/HurdleSensor2ndLeg.csv rename to research/data/real/HurdleSensor2ndLeg.csv diff --git a/client_resources/SensorData/NewSensorBatch1/3hs-3stepmiddle-idk-at-beginning.csv b/research/data/real/NewSensorBatch1/3hs-3stepmiddle-idk-at-beginning.csv similarity index 100% rename from client_resources/SensorData/NewSensorBatch1/3hs-3stepmiddle-idk-at-beginning.csv rename to research/data/real/NewSensorBatch1/3hs-3stepmiddle-idk-at-beginning.csv diff --git a/client_resources/SensorData/NewSensorBatch1/3hs-3stepmiddle-idk-at-beginning2.csv b/research/data/real/NewSensorBatch1/3hs-3stepmiddle-idk-at-beginning2.csv similarity index 100% rename from client_resources/SensorData/NewSensorBatch1/3hs-3stepmiddle-idk-at-beginning2.csv rename to research/data/real/NewSensorBatch1/3hs-3stepmiddle-idk-at-beginning2.csv diff --git a/client_resources/SensorData/NewSensorBatch1/sprint-30mish.csv b/research/data/real/NewSensorBatch1/sprint-30mish.csv similarity index 100% rename from client_resources/SensorData/NewSensorBatch1/sprint-30mish.csv rename to research/data/real/NewSensorBatch1/sprint-30mish.csv diff --git a/client_resources/SensorData/NewSensorBatch1/sprint-60mish.csv b/research/data/real/NewSensorBatch1/sprint-60mish.csv similarity index 100% rename from client_resources/SensorData/NewSensorBatch1/sprint-60mish.csv rename to research/data/real/NewSensorBatch1/sprint-60mish.csv diff --git a/client_resources/SensorData/NewSensorBatch2/Matteo Part 3 Data Details.pdf b/research/data/real/NewSensorBatch2/Matteo Part 3 Data Details.pdf similarity index 100% rename from client_resources/SensorData/NewSensorBatch2/Matteo Part 3 Data Details.pdf rename to research/data/real/NewSensorBatch2/Matteo Part 3 Data Details.pdf diff --git a/client_resources/SensorData/NewSensorBatch2/first-20m.csv b/research/data/real/NewSensorBatch2/first-20m.csv similarity index 100% rename from client_resources/SensorData/NewSensorBatch2/first-20m.csv rename to research/data/real/NewSensorBatch2/first-20m.csv diff --git a/client_resources/SensorData/NewSensorBatch2/first-3hs.csv b/research/data/real/NewSensorBatch2/first-3hs.csv similarity index 100% rename from client_resources/SensorData/NewSensorBatch2/first-3hs.csv rename to research/data/real/NewSensorBatch2/first-3hs.csv diff --git a/client_resources/SensorData/NewSensorBatch2/first-50m-sprint.csv b/research/data/real/NewSensorBatch2/first-50m-sprint.csv similarity index 100% rename from client_resources/SensorData/NewSensorBatch2/first-50m-sprint.csv rename to research/data/real/NewSensorBatch2/first-50m-sprint.csv diff --git a/client_resources/SensorData/NewSensorBatch2/first-5hs.csv b/research/data/real/NewSensorBatch2/first-5hs.csv similarity index 100% rename from client_resources/SensorData/NewSensorBatch2/first-5hs.csv rename to research/data/real/NewSensorBatch2/first-5hs.csv diff --git a/client_resources/SensorData/NewSensorBatch2/second-3hs.csv b/research/data/real/NewSensorBatch2/second-3hs.csv similarity index 100% rename from client_resources/SensorData/NewSensorBatch2/second-3hs.csv rename to research/data/real/NewSensorBatch2/second-3hs.csv diff --git a/client_resources/SensorData/NewSensorBatch2/second-50m-sprint.csv b/research/data/real/NewSensorBatch2/second-50m-sprint.csv similarity index 100% rename from client_resources/SensorData/NewSensorBatch2/second-50m-sprint.csv rename to research/data/real/NewSensorBatch2/second-50m-sprint.csv diff --git a/client_resources/SensorData/SensorSprint1.csv b/research/data/real/SensorSprint1.csv similarity index 100% rename from client_resources/SensorData/SensorSprint1.csv rename to research/data/real/SensorSprint1.csv diff --git a/client_resources/SensorData/SensorSprint2.csv b/research/data/real/SensorSprint2.csv similarity index 100% rename from client_resources/SensorData/SensorSprint2.csv rename to research/data/real/SensorSprint2.csv diff --git a/client_resources/SensorData/SensorSprint3.csv b/research/data/real/SensorSprint3.csv similarity index 100% rename from client_resources/SensorData/SensorSprint3.csv rename to research/data/real/SensorSprint3.csv diff --git a/client_resources/SensorData/hurdle1.png b/research/data/real/hurdle1.png similarity index 100% rename from client_resources/SensorData/hurdle1.png rename to research/data/real/hurdle1.png diff --git a/data/hurdle_400m.csv b/research/data/real/hurdle_400m.csv similarity index 92% rename from data/hurdle_400m.csv rename to research/data/real/hurdle_400m.csv index a66f6bf8..984ba0f1 100644 --- a/data/hurdle_400m.csv +++ b/research/data/real/hurdle_400m.csv @@ -1,5802 +1,5802 @@ -Time,Force_Foot1,Force_Foot2 -0,279,0 -10,535,0 -20,840,0 -30,1578,0 -40,1564,0 -50,2595,0 -60,3318,0 -70,2838,0 -80,2145,0 -90,3302,0 -100,2186,0 -110,2937,0 -120,1541,0 -130,1654,0 -140,1175,0 -150,709,0 -160,434,0 -170,0,0 -180,0,0 -190,0,0 -200,0,440 -210,0,837 -220,0,803 -230,0,1386 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b/research/docs/research/etl_vs_elt_research.md similarity index 100% rename from R&D/Research/ETLvsELTResearch.md rename to research/docs/research/etl_vs_elt_research.md diff --git a/R&D/Research/turin-imu-research.md b/research/docs/research/turin_imu_research.md similarity index 100% rename from R&D/Research/turin-imu-research.md rename to research/docs/research/turin_imu_research.md diff --git a/R&D/Tests/anomaly_detection_testing.py b/research/scripts/anomaly_detection.py similarity index 96% rename from R&D/Tests/anomaly_detection_testing.py rename to research/scripts/anomaly_detection.py index 0cefa71a..f0043124 100644 --- a/R&D/Tests/anomaly_detection_testing.py +++ b/research/scripts/anomaly_detection.py @@ -1,4 +1,5 @@ import re, os, subprocess, tempfile +from pathlib import Path import numpy as np import pandas as pd import matplotlib.pyplot as plt @@ -9,8 +10,9 @@ import warnings warnings.filterwarnings('ignore') -SCRIPT_DIR = os.path.dirname(os.path.abspath(__file__)) -OUTPUT_DIR = os.path.join(SCRIPT_DIR, "data") +_PROJECT_ROOT = Path(__file__).resolve().parents[2] +_TRAINING_DIR = _PROJECT_ROOT / "research" / "data" / "training" +OUTPUT_DIR = str(_TRAINING_DIR) sns.set_theme(style="whitegrid") @@ -259,19 +261,18 @@ def plot_coaching_demo(normalized, res, labels, athletes, times): # ── 4. MAIN ─────────────────────────────────────────────── -def pdf_to_text(pdf_path): +def pdf_to_text(pdf_name): """Convert PDF to text using pdftotext (requires poppler-utils).""" - script_dir = os.path.dirname(os.path.abspath(__file__)) - pdf_path = os.path.join(script_dir, pdf_path) - txt_path = os.path.join(tempfile.gettempdir(), os.path.basename(pdf_path) + '.txt') + pdf_path = str(_TRAINING_DIR / pdf_name) + txt_path = os.path.join(tempfile.gettempdir(), pdf_name + '.txt') subprocess.run(['pdftotext', '-layout', pdf_path, txt_path], check=True) return txt_path def main(): print("Parsing PDFs...") - h_races = parse_400mh(pdf_to_text("data/AthletesFirst_400H.pdf")) - s_races = parse_400m(pdf_to_text("data/AthletesFirst_400S.pdf")) + h_races = parse_400mh(pdf_to_text("AthletesFirst_400H_M.pdf")) + s_races = parse_400m(pdf_to_text("AthletesFirst_400S_M.pdf")) print(f" 400mH: {len(h_races)} races | 400m: {len(s_races)} races") # Build matrices diff --git a/R&D/Tests/ModelPlan_CombinedAnalysis.py b/research/scripts/combined_analysis.py similarity index 100% rename from R&D/Tests/ModelPlan_CombinedAnalysis.py rename to research/scripts/combined_analysis.py diff --git a/R&D/Tests/distance_model_eda.py b/research/scripts/distance_model_eda.py similarity index 100% rename from R&D/Tests/distance_model_eda.py rename to research/scripts/distance_model_eda.py diff --git a/R&D/Tests/flight_times_finger.py b/research/scripts/flight_times_finger.py similarity index 96% rename from R&D/Tests/flight_times_finger.py rename to research/scripts/flight_times_finger.py index fd7cb63b..b9c1fd93 100644 --- a/R&D/Tests/flight_times_finger.py +++ b/research/scripts/flight_times_finger.py @@ -118,8 +118,8 @@ def extract_flight_times_from_unified_csv( def main(): PROJECT_ROOT = Path(__file__).resolve().parents[2] - input_dir = PROJECT_ROOT / "R&D" / "Tests" / "Two_finger" / "Raw_data" - output_dir = PROJECT_ROOT / "R&D" / "Tests" / "Two_finger" / "Flight_times" + input_dir = PROJECT_ROOT / "research" / "data" / "processed" + output_dir = PROJECT_ROOT / "research" / "data" / "processed" output_dir.mkdir(parents=True, exist_ok=True) unified_files = sorted(input_dir.glob("*_BothFeet.csv")) diff --git a/R&D/Tests/flight_times_foot.py b/research/scripts/flight_times_foot.py similarity index 97% rename from R&D/Tests/flight_times_foot.py rename to research/scripts/flight_times_foot.py index 0a8d79f5..a4d36e1f 100644 --- a/R&D/Tests/flight_times_foot.py +++ b/research/scripts/flight_times_foot.py @@ -127,8 +127,8 @@ def extract_flight_times_from_unified_csv( def main(): PROJECT_ROOT = Path(__file__).resolve().parents[2] - input_dir = PROJECT_ROOT / "R&D" / "Tests" / "Two_foot" / "Raw_data" - output_dir = PROJECT_ROOT / "R&D" / "Tests" / "Two_foot" / "Fly_times" + input_dir = PROJECT_ROOT / "research" / "data" / "processed" + output_dir = PROJECT_ROOT / "research" / "data" / "processed" output_dir.mkdir(parents=True, exist_ok=True) unified_files = [ diff --git a/mock_data/hurdles/generate_hurdle_mock_data.py b/research/scripts/generate_mock_data.py similarity index 95% rename from mock_data/hurdles/generate_hurdle_mock_data.py rename to research/scripts/generate_mock_data.py index fb52e4db..0f521000 100644 --- a/mock_data/hurdles/generate_hurdle_mock_data.py +++ b/research/scripts/generate_mock_data.py @@ -12,6 +12,9 @@ import csv import math import random +from pathlib import Path + +_OUTPUT_FILE = Path(__file__).resolve().parents[1] / "data" / "mock" / "hurdle_400m.csv" random.seed(42) @@ -121,7 +124,7 @@ def main(): left_f, right_f = build_force_arrays(contacts, RACE_DURATION_MS) n = min(len(left_f), len(right_f)) - with open("hurdle_400m.csv", "w", newline="") as f: + with open(_OUTPUT_FILE, "w", newline="") as f: writer = csv.writer(f) writer.writerow(["Time", "Force_Foot1", "Force_Foot2"]) for i in range(n): @@ -129,7 +132,7 @@ def main(): lc = sum(1 for foot, _, _ in contacts if foot == "left") rc = sum(1 for foot, _, _ in contacts if foot == "right") - print(f"Written {n} rows ({n * MS_PER_SAMPLE / 1000:.1f}s) to hurdle_400m.csv") + print(f"Written {n} rows ({n * MS_PER_SAMPLE / 1000:.1f}s) to {_OUTPUT_FILE}") print(f"Left contacts: {lc}, Right contacts: {rc}") print_splits() diff --git a/data/mock_ble_client.py b/research/scripts/mock_ble_client.py similarity index 100% rename from data/mock_ble_client.py rename to research/scripts/mock_ble_client.py diff --git a/R&D/Tests/mock_foot.py b/research/scripts/mock_foot.py similarity index 94% rename from R&D/Tests/mock_foot.py rename to research/scripts/mock_foot.py index 01a83407..9c25f6a8 100644 --- a/R&D/Tests/mock_foot.py +++ b/research/scripts/mock_foot.py @@ -48,8 +48,8 @@ def make_two_feet_for_timing( def main(): PROJECT_ROOT = Path(__file__).resolve().parents[2] - input_dir = PROJECT_ROOT / "client_resources" / "Run_test_data" - output_dir = PROJECT_ROOT / "R&D" / "Tests" / "Two_foot" / "Raw_data" + input_dir = PROJECT_ROOT / "research" / "data" / "real" + output_dir = PROJECT_ROOT / "research" / "data" / "processed" output_dir.mkdir(parents=True, exist_ok=True) sensor_files = ["SensorSprint1.csv", "SensorSprint2.csv", "SensorSprint3.csv"] diff --git a/R&D/Tests/ModelPlan_PDFplumber b/research/scripts/pdf_plumber.py similarity index 100% rename from R&D/Tests/ModelPlan_PDFplumber rename to research/scripts/pdf_plumber.py diff --git a/R&D/Tests/phase_shift.py b/research/scripts/phase_shift.py similarity index 96% rename from R&D/Tests/phase_shift.py rename to research/scripts/phase_shift.py index a2ff2492..b78bfe99 100644 --- a/R&D/Tests/phase_shift.py +++ b/research/scripts/phase_shift.py @@ -100,8 +100,8 @@ def make_two_feet_phase_shifted_adaptive( def main(): PROJECT_ROOT = Path(__file__).resolve().parents[2] - input_dir = PROJECT_ROOT / "client_resources" / "Finger_test_data" - output_dir = PROJECT_ROOT / "R&D" / "Tests" / "Two_finger" / "Raw_data" + input_dir = PROJECT_ROOT / "research" / "data" / "real" / "FingerTestData" + output_dir = PROJECT_ROOT / "research" / "data" / "processed" output_dir.mkdir(parents=True, exist_ok=True) buffer_samples = 3 diff --git a/R&D/Tests/split_score_test.py b/research/scripts/split_score.py similarity index 93% rename from R&D/Tests/split_score_test.py rename to research/scripts/split_score.py index 8f41f38e..d06ea2e3 100644 --- a/R&D/Tests/split_score_test.py +++ b/research/scripts/split_score.py @@ -2,12 +2,14 @@ import re import subprocess import tempfile +from pathlib import Path import numpy as np from scipy import stats -SCRIPT_DIR = os.path.dirname(os.path.abspath(__file__)) -DATA_DIR = os.path.join(SCRIPT_DIR, "data") +_PROJECT_ROOT = Path(__file__).resolve().parents[2] +_TRAINING_DIR = _PROJECT_ROOT / "research" / "data" / "training" +DATA_DIR = str(_TRAINING_DIR) BG = "#F7F5F0" CARD = "#FFFFFF" @@ -86,10 +88,10 @@ def _pct_bg(pct: float) -> str: return RED_BG -def _pdf_to_text(pdf_path: str) -> str: +def _pdf_to_text(pdf_name: str) -> str: """Convert a PDF to text using pdftotext. Returns path to text file.""" - pdf_path = os.path.join(SCRIPT_DIR, pdf_path) - txt_path = os.path.join(tempfile.gettempdir(), os.path.basename(pdf_path) + ".txt") + pdf_path = str(_TRAINING_DIR / pdf_name) + txt_path = os.path.join(tempfile.gettempdir(), pdf_name + ".txt") subprocess.run(["pdftotext", "-layout", pdf_path, txt_path], check=True) return txt_path @@ -473,19 +475,19 @@ def main() -> None: print("Loading population data...") # Men's events - hurdle_400m_races = parse_400mh(_pdf_to_text("data/AthletesFirst_400H_M.pdf")) - sprint_400m_races = parse_400m(_pdf_to_text("data/AthletesFirst_400S_M.pdf")) - hurdle_110m_races = parse_110mh(_pdf_to_text("data/AthleteFirst_110H_M.pdf")) - hurdle_100m_races = parse_100mh(_pdf_to_text("data/AthleteFirst_100H_W.pdf")) - sprint_100m_races = parse_100m(_pdf_to_text("data/AthleteFirst_100S_M.pdf")) - sprint_200m_races = parse_200m(_pdf_to_text("data/AthleteFirst_200S_M.pdf")) + hurdle_400m_races = parse_400mh(_pdf_to_text("AthletesFirst_400H_M.pdf")) + sprint_400m_races = parse_400m(_pdf_to_text("AthletesFirst_400S_M.pdf")) + hurdle_110m_races = parse_110mh(_pdf_to_text("AthleteFirst_110H_M.pdf")) + hurdle_100m_races = parse_100mh(_pdf_to_text("AthleteFirst_100H_W.pdf")) + sprint_100m_races = parse_100m(_pdf_to_text("AthleteFirst_100S_M.pdf")) + sprint_200m_races = parse_200m(_pdf_to_text("AthleteFirst_200S_M.pdf")) # Women's events - hurdle_400m_w_races = parse_400mh(_pdf_to_text("data/AthleteFirst_400H_W.pdf")) - sprint_400m_w_races = parse_400m(_pdf_to_text("data/AthleteFirst_400S_W.pdf")) - hurdle_100m_w_races = parse_100mh(_pdf_to_text("data/AthleteFirst_100H_W.pdf")) - sprint_100m_w_races = parse_100m(_pdf_to_text("data/AthleteFirst_100S_W.pdf")) - sprint_200m_w_races = parse_200m(_pdf_to_text("data/AthleteFirst_200S_W.pdf")) + hurdle_400m_w_races = parse_400mh(_pdf_to_text("AthleteFirst_400H_W.pdf")) + sprint_400m_w_races = parse_400m(_pdf_to_text("AthleteFirst_400S_W.pdf")) + hurdle_100m_w_races = parse_100mh(_pdf_to_text("AthleteFirst_100H_W.pdf")) + sprint_100m_w_races = parse_100m(_pdf_to_text("AthleteFirst_100S_W.pdf")) + sprint_200m_w_races = parse_200m(_pdf_to_text("AthleteFirst_200S_W.pdf")) print(f" 400mH: {len(hurdle_400m_races)} races") print(f" 400m: {len(sprint_400m_races)} races") diff --git a/R&D/Tests/split_score_report_test.py b/research/scripts/split_score_report.py similarity index 100% rename from R&D/Tests/split_score_report_test.py rename to research/scripts/split_score_report.py diff --git a/R&D/Tests/W100H.py b/research/scripts/w100h.py similarity index 100% rename from R&D/Tests/W100H.py rename to research/scripts/w100h.py diff --git a/processed_sprint1.csv b/supabase/seed_data/processed_sprint_1.csv similarity index 100% rename from processed_sprint1.csv rename to supabase/seed_data/processed_sprint_1.csv diff --git a/processed_sprint2.csv b/supabase/seed_data/processed_sprint_2.csv similarity index 100% rename from processed_sprint2.csv rename to supabase/seed_data/processed_sprint_2.csv diff --git a/processed_sprint3.csv b/supabase/seed_data/processed_sprint_3.csv similarity index 100% rename from processed_sprint3.csv rename to supabase/seed_data/processed_sprint_3.csv