--- title: GitHub pagination_prev: demos/local/index pagination_next: demos/extensions/index --- import current from '/version.js'; import CodeBlock from '@theme/CodeBlock'; Many official data releases by governments and organizations include XLSX or XLS files. Unfortunately some data sources do not retain older versions. Git is a popular system for organizing a historical record of source code and changes. Git can also store and track binary data artifacts. GitHub is a popular host for Git repositories. GitHub's "Flat Data" project explores storing and comparing versions of structured CSV and JSON data. The official "Excel to CSV" example uses SheetJS to generate CSV data from files: ```mermaid sequenceDiagram autonumber participant R as GH Repo participant A as GH Action participant S as Data Source loop Regular Interval (cron) A->>R: clone repo R->>A: old repo A->>S: fetch file S->>A: spreadsheet Note over A: SheetJS
convert to CSV alt Data changed Note over A: commit new data A->>R: push new commit end end ``` This demo covers implementation details elided in the official write-up. ## Flat Data As a project from the company, the entire lifecycle uses GitHub offerings: - GitHub offers free hosting for Git repositories - GitHub Actions provide the main engine for running tasks at regular intervals - `githubocto/flat` Action to help fetch data and automate post-processing - `flat-postprocessing` Post-processing helper functions and examples - "Flat Viewer": Web viewer for structured CSV and JSON data on GitHub :::caution A GitHub account is required. At the time of writing (2023 February 11), free GitHub accounts have no Actions usage limits for public repositories. Using private GitHub repositories is not recommended because the Flat Viewer cannot access private repositories. ::: ### Data Source Any publicly available spreadsheet can be a valid data source. The process will fetch the data on specified intervals or events. For this demo, will be used. ### Action The `githubocto/flat` action can be added as a step in a workflow: ```yaml - name: Fetch data uses: githubocto/flat@v3 with: http_url: https://docs.sheetjs.com/pres.xlsx downloaded_filename: data.xlsx postprocess: ./postprocess.ts ``` This action performs the following steps: 1) `http_url` will be fetched and saved to `downloaded_filename` in the repo. This can be approximated with the following command: ```bash curl -L -o data.xlsx https://docs.sheetjs.com/pres.xlsx ``` 2) After saving, the `postprocess` script will be run. When a `.ts` file is the script, it will run the script in the Deno runtime. The `postprocess` script is expected to read the downloaded file and create or overwrite files in the repo. This can be approximated with the following command: ```bash deno run -A ./postprocess.ts data.xlsx ``` 3) The action will compare the contents of the repo, creating a new commit if the source data or artifacts from the `postprocess` script changed. ### Post-Processing Data :::warning The `flat-postprocessing` library includes a number of utilities for different data formats. The `readXLSX` helper uses SheetJS under the hood. The library uses an older version of the SheetJS library. To use the latest releases, the examples import from the SheetJS CDN: {`\ // @deno-types="https://cdn.sheetjs.com/xlsx-${current}/package/types/index.d.ts" import * as XLSX from 'https://cdn.sheetjs.com/xlsx-${current}/package/xlsx.mjs';`} The official Deno registry is out of date. This is a known registry bug. ::: #### Post-Process Script The first argument to the post-processing script is the filename. The file can be read with `XLSX.readFile` directly. `XLSX.utils.sheet_to_csv` generates CSV: {`\ // @deno-types="https://cdn.sheetjs.com/xlsx-${current}/package/types/index.d.ts" import * as XLSX from 'https://cdn.sheetjs.com/xlsx-${current}/package/xlsx.mjs'; /* load the codepage support library for extended support with older formats */ import * as cptable from 'https://cdn.sheetjs.com/xlsx-${current}/package/dist/cpexcel.full.mjs'; XLSX.set_cptable(cptable); \n\ /* get the file path for the downloaded file and generate the CSV path */ const in_file = Deno.args[0]; const out_file = in_file.replace(/.xlsx$/, ".csv"); \n\ /* read file */ // highlight-next-line const workbook = XLSX.readFile(in_file); \n\ /* generate CSV from first worksheet */ const first_sheet = workbook.Sheets[workbook.SheetNames[0]]; // highlight-next-line const csv = XLSX.utils.sheet_to_csv(first_sheet); \n\ /* write CSV */ // highlight-next-line Deno.writeFileSync(out_file, new TextEncoder().encode(csv));`} ## Complete Example :::note This was last tested on 2023 April 06 using the GitHub UI. ::: 0) Create a free GitHub account or sign into the GitHub web interface. 1) Create a new repository (click the "+" icon in the upper-right corner). - When prompted, enter a repository name of your choosing. - Ensure "Public" is selected - Check "Add a README file" - Click "Create repository" at the bottom. You will be redirected to the new project. 2) In the browser URL bar, change "github.com" to "github.dev". For example, if the URL was originally `https://github.com/SheetJS/flat-sheet` , the new URL should be `https://github.dev/SheetJS/flat-sheet` . Press Enter. 3) In the left "EXPLORER" panel, double-click just below README.md. A text box will appear just above README. Type `postprocess.ts` and press Enter. The main panel will show a `postprocess.ts` tab. Copy the following code to the main editor window: {`\ // @deno-types="https://cdn.sheetjs.com/xlsx-${current}/package/types/index.d.ts" import * as XLSX from 'https://cdn.sheetjs.com/xlsx-${current}/package/xlsx.mjs'; /* load the codepage support library for extended support with older formats */ import * as cptable from 'https://cdn.sheetjs.com/xlsx-${current}/package/dist/cpexcel.full.mjs'; XLSX.set_cptable(cptable); \n\ /* get the file path for the downloaded file and generate the CSV path */ const in_file = Deno.args[0]; const out_file = in_file.replace(/.xlsx$/, ".csv"); \n\ /* read file */ const workbook = XLSX.readFile(in_file); \n\ /* generate CSV */ const first_sheet = workbook.Sheets[workbook.SheetNames[0]]; const csv = XLSX.utils.sheet_to_csv(first_sheet); \n\ /* write CSV */ // highlight-next-line Deno.writeFileSync(out_file, new TextEncoder().encode(csv));`} 4) In the left "EXPLORER" panel, double-click just below README.md. A text box will appear. Type `.github/workflows/data.yaml` and press Enter. Copy the following code into the main area. It will create an action that runs roughly once an hour: ```yaml title=".github/workflows/data.yaml" name: flatsheet on: workflow_dispatch: schedule: - cron: '0 * * * *' jobs: scheduled: runs-on: ubuntu-latest steps: - name: Setup deno uses: denoland/setup-deno@main with: deno-version: v1.x - name: Check out repo uses: actions/checkout@v2 - name: Fetch data uses: githubocto/flat@v3 with: http_url: https://docs.sheetjs.com/pres.xlsx downloaded_filename: data.xlsx postprocess: ./postprocess.ts ``` 5) Click on the source control icon (a little blue circle with the number 2). In the left panel, select Message box, type `init` and press `Ctrl+Enter` on Windows (`Command+Enter` on Mac). 6) Click the `☰` icon and click "Go to Repository" to return to the repo page. 7) Click "Settings" to see the repository settings. In the left column, click "Actions" to expand the submenu and click "General". Scroll down to "Workflow permissions" and select "Read and write permissions" if it is not selected. Click "Save". 8) Click "Actions" to see the workflows. In the left column, click `flatsheet`. This is the page for the action. Every time the action is run, a new entry will be added to the list. Click "Run workflow", then click the "Run workflow" button in the popup. This will start a new run. After about 30 seconds, a new row should show up in the main area. The icon should be a white `✓` in a green circle. 9) Click "Code" to return to the main view. It should have a file listing that includes `data.xlsx` (downloaded file) and `data.csv` (generated data) Now repeat step 7 to run the action a second time. Click "Code" again. 10) Go to the URL bar and change "github.com" to "flatgithub.com". For example, if the URL was originally `https://github.com/SheetJS/flat-sheet` , the new URL should be `https://flatgithub.com/SheetJS/flat-sheet` . Press Enter. You will see the "Flat Viewer". In the top bar, the "Commit" option allows for switching to an older version of the data. The update process will run once an hour. If you return in a few hours and refresh the page, there should be more commits in the selection list.