stata
This commit is contained in:
parent
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@ -44,7 +44,7 @@ This demo was tested in the following deployments:
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|:-------------|:--------|:------------|:-----------|
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| `darwin-x64` | `5.8.1` | `18.5.0` | 2023-05-08 |
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| `darwin-arm` | `5.8.1` | `18.5.0` | 2023-09-25 |
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| `win10-x64` | `5.8.1` | `18.5.0` | 2023-05-08 |
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| `win10-x64` | `5.8.1` | `18.5.0` | 2023-10-09 |
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| `win11-arm` | `5.8.1` | `18.5.0` | 2023-09-25 |
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| `linux-x64` | `5.8.1` | `18.5.0` | 2023-05-08 |
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| `linux-arm` | `5.8.1` | `18.5.0` | 2023-09-25 |
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@ -55,7 +55,7 @@ This demo was tested in the following deployments:
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|:-------------|:-------------|:------------|:-----------|
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| `darwin-x64` | `4.0.0-rc.2` | `14.15.3` | 2023-05-08 |
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| `darwin-arm` | `4.0.0-rc.2` | `20.7.0` | 2023-09-25 |
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| `win10-x64` | `4.0.0-rc.2` | `14.15.3` | 2023-05-08 |
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| `win10-x64` | `4.0.0-rc.2` | `14.15.3` | 2023-10-09 |
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| `win11-arm` | `4.0.0-rc.2` | `18.17.1` | 2023-09-25 |
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| `linux-x64` | `4.0.0-rc.2` | `14.15.3` | 2023-05-08 |
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| `linux-arm` | `4.0.0-rc.2` | `20.7.0` | 2023-09-25 |
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@ -66,7 +66,7 @@ This demo was tested in the following deployments:
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|:-------------|:--------|:------------|:-----------|
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| `darwin-x64` | `2.0.1` | `20.1.0` | 2023-05-08 |
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| `darwin-arm` | `2.1.1` | `20.7.0` | 2023-09-25 |
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| `win10-x64` | `2.1.1` | `16.20.2` | 2023-08-27 |
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| `win10-x64` | `2.1.2` | `16.20.2` | 2023-10-09 |
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| `linux-x64` | `2.0.1` | `20.1.0` | 2023-05-08 |
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| `linux-arm` | `2.1.1` | `20.7.0` | 2023-09-25 |
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@ -161,7 +161,7 @@ npx boxednode@2.1.1 -s xlsx-cli.js -t xlsx-cli
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<TabItem value="win" label="Windows">
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```bash
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npx boxednode@2.1.1 -s xlsx-cli.js -t xlsx-cli.exe -n 16.20.2
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npx boxednode@2.1.2 -s xlsx-cli.js -t xlsx-cli.exe -n 16.20.2
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```
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:::info pass
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@ -169,6 +169,8 @@ npx boxednode@2.1.1 -s xlsx-cli.js -t xlsx-cli.exe -n 16.20.2
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The Windows 10 build requires Visual Studio with "Desktop development with C++"
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workload, Python 3, and NASM[^1].
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The build command should be run in "x64 Native Tools Command Prompt"
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:::
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:::caution pass
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@ -186,11 +188,11 @@ Studio installer.
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:::caution pass
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In the most recent Windows test against NodeJS `20.5.1`, the build failed due
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In the most recent Windows test against NodeJS `20.8.0`, the build failed due
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to an issue in the OpenSSL dependency:
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```
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...\node-v20.5.1\deps\openssl\openssl\crypto\info.c(176,16): error C2153: integer literals must have at least one digit [...\node-v20.5.1\deps\openssl\openssl.vcxproj]
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...\node-v20.8.0\deps\openssl\openssl\crypto\cversion.c(75,33): error C2153: integer literals must have at least one digit [...\node-v20.8.0\deps\openssl\openssl.vcxproj]
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```
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SheetJS libraries are compatible with NodeJS versions dating back to `v0.8`. The
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@ -202,8 +204,6 @@ was chosen since NodeJS `v18` upgraded the OpenSSL dependency.
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</TabItem>
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</Tabs>
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</TabItem>
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</Tabs>
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@ -229,14 +229,14 @@ V8 engine. This demo uses the Rust integration to generate a command line tool.
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This demo was last tested in the following deployments:
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| Architecture | V8 Version | Crate | Date |
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|:-------------|:-------------|:---------|:-----------|
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| `darwin-x64` | `11.4.183.2` | `0.71.2` | 2023-05-22 |
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| `darwin-arm` | `11.4.183.2` | `0.71.2` | 2023-05-22 |
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| `win10-x64` | `11.4.183.2` | `0.71.2` | 2023-05-23 |
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| `win11-x64` | `11.7.439.6` | `0.75.1` | 2023-08-31 |
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| `linux-x64` | `11.4.183.2` | `0.71.2` | 2023-05-23 |
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| `linux-arm` | `11.7.439.6` | `0.75.1` | 2023-08-30 |
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| Architecture | V8 Version | Crate | Date |
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|:-------------|:--------------|:---------|:-----------|
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| `darwin-x64` | `11.4.183.2` | `0.71.2` | 2023-05-22 |
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| `darwin-arm` | `11.4.183.2` | `0.71.2` | 2023-05-22 |
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| `win10-x64` | `11.8.172.13` | `0.79.2` | 2023-10-09 |
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| `win11-x64` | `11.7.439.6` | `0.75.1` | 2023-08-31 |
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| `linux-x64` | `11.4.183.2` | `0.71.2` | 2023-05-23 |
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| `linux-arm` | `11.7.439.6` | `0.75.1` | 2023-08-30 |
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:::caution pass
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@ -344,7 +344,7 @@ This demo was last tested in the following deployments:
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|:-------------|:---------|:-----------|
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| `darwin-x64` | `1.33.2` | 2023-05-08 |
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| `darwin-arm` | `1.34.1` | 2023-06-05 |
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| `win10-x64` | `1.33.2` | 2023-05-08 |
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| `win10-x64` | `1.37.1` | 2023-10-09 |
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| `win11-arm` | `1.37.0` | 2023-09-26 |
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| `linux-x64` | `1.33.2` | 2023-05-08 |
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| `linux-arm` | `1.36.3` | 2023-08-30 |
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@ -0,0 +1,306 @@
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---
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title: Modern Spreadsheets in Stata
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sidebar_label: Stata
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pagination_prev: demos/cloud/index
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pagination_next: demos/bigdata/index
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---
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import current from '/version.js';
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import CodeBlock from '@theme/CodeBlock';
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export const b = {style: {color:"blue"}};
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[Stata](https://www.stata.com/) is a statistical software package. It offers a
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robust C-based extension system.
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[SheetJS](https://sheetjs.com) is a JavaScript library for reading and writing
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data from spreadsheets.
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This demo uses SheetJS to pull data from a spreadsheet for further analysis
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within Stata. We'll create a Stata native extension that loads the
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[Duktape](/docs/demos/engines/duktape) JavaScript engine and uses the SheetJS
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library to read data from spreadsheets and converts to a Stata-friendly format.
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```mermaid
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flowchart LR
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ofile[(workbook\nXLSB file)]
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nfile[(clean file\nXLSX)]
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data[[Stata\nVariables]]
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ofile --> |Stata Extension\nSheetJS + Duktape| nfile
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nfile --> |Stata command\nimport excel|data
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```
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The demo will read [a Numbers workbook](https://sheetjs.com/pres.numbers) and
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generate variables for each column. A sample Stata session is shown below:
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:::note
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This demo was last tested by SheetJS users on 2023 October 09.
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:::
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:::info pass
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Stata has limited support for processing spreadsheets through the `import excel`
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command[^1]. At the time of writing, it lacked support for XLSB, NUMBERS, and
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other common spreadsheet formats.
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SheetJS libraries help fill the gap by normalizing spreadsheets to a form that
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Stata can understand.
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:::
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## Integration Details
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The current recommendation involves a native plugin that reads arbitrary files
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and generates clean XLSX files that Stata can import.
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The extension function ultimately pairs the SheetJS `read`[^2] and `write`[^3]
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methods to read data from the old file and write a new file:
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```js
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var wb = XLSX.read(original_file_data, {type: "buffer"});
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var new_file_data = XLSX.write(wb, {type: "array", bookType: "xlsx"});
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```
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The extension function `cleanfile` will take one or two arguments:
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`plugin call cleanfile, "pres.numbers"` will generate `sheetjs.tmp.xlsx` from
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the first argument (`"pres.numbers"`) and print instructions to load the file.
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`plugin call cleanfile, "pres.numbers" verbose` will additionally print CSV
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contents of each worksheet in the workbook.
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```mermaid
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flowchart LR
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ofile{{File\nName}}
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subgraph JS Operations
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ojbuf[(Buffer\nFile Bytes)]
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wb(((SheetJS\nWorkbook)))
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njbuf[(Buffer\nXLSX bytes)]
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end
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obuf[(File\nbytes)]
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nbuf[(New file\nbytes)]
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nfile[(XLSX\nFile)]
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ofile --> |C\nRead File| obuf
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obuf --> |Duktape\nBuffer Ops| ojbuf
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ojbuf --> |SheetJS\n`read`| wb
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wb --> |SheetJS\n`write`| njbuf
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njbuf --> |Duktape\nBuffer Ops| nbuf
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nbuf --> |C\nWrite File| nfile
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```
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### C Extensions
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Stata C extensions are shared libraries or DLLs that use special Stata methods
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for parsing arguments and returning values.
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Arguments are passed to the `stata_call` function in the DLL.
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`SF_display` and `SF_error` display text and error messages respectively.
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### Duktape JS Engine
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This demo uses the [Duktape JavaScript engine](/docs/demos/engines/duktape). The
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SheetJS + Duktape demo covers engine integration details in more detail.
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The [SheetJS Standalone scripts](/docs/getting-started/installation/standalone)
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can be loaded in Duktape by reading the source from the filesystem.
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## Complete Demo
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:::info pass
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This demo was tested in Windows x64. The path names and build commands will
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differ in other platforms and operating systems.
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:::
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The [`cleanfile.c`](pathname:///stata/cleanfile.c) extension defines one plugin
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function. It can be chained with `import excel`:
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```stata
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program cleanfile, plugin
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plugin call cleanfile, "pres.numbers" verbose
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program drop cleanfile
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import excel "sheetjs.tmp.xlsx", firstrow
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```
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### Create Plugin
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0) Ensure "Windows Subsystem for Linux" (WSL) and Visual Studio are installed.
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1) Open a new "x64 Native Tools Command Prompt" window and create a project
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folder `c:\sheetjs-stata`:
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```powershell
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cd c:\
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mkdir sheetjs-stata
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cd sheetjs-stata
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```
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2) Enter WSL:
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```powershell
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bash
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```
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3) Download [`stplugin.c`](https://www.stata.com/plugins/stplugin.c) and
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[`stplugin.h`](https://www.stata.com/plugins/stplugin.h) from the Stata website:
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```bash
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curl -LO https://www.stata.com/plugins/stplugin.c
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curl -LO https://www.stata.com/plugins/stplugin.h
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```
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4) Still within WSL, install Duktape:
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```bash
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curl -LO https://duktape.org/duktape-2.7.0.tar.xz
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tar -xJf duktape-2.7.0.tar.xz
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mv duktape-2.7.0/src/*.{c,h} .
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```
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5) Still within WSL, download the demo source
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[`cleanfile.c`](https://docs.sheetjs.com/stata/cleanfile.c):
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```bash
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curl -LO https://docs.sheetjs.com/stata/cleanfile.c
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```
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6) Exit WSL:
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```bash
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exit
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```
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The window will return to the command prompt.
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7) Build the DLL:
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```powershell
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cl /LD cleanfile.c stplugin.c duktape.c
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```
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### Install Plugin
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8) Copy the DLL to `cleanfile.plugin` in the Stata data directory. For example,
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with a shared data directory `c:\data`:
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```powershell
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mkdir c:\data
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copy cleanfile.dll c:\data\cleanfile.plugin
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```
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### Download SheetJS Scripts
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9) Move to the `c:\data` directory
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```powershell
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cd c:\data
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```
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10) Enter WSL
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```powershell
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bash
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```
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11) Within WSL, download SheetJS scripts and the test file.
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<CodeBlock language="bash">{`\
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curl -LO https://cdn.sheetjs.com/xlsx-${current}/package/dist/shim.min.js
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curl -LO https://cdn.sheetjs.com/xlsx-${current}/package/dist/xlsx.full.min.js
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curl -LO https://sheetjs.com/pres.numbers`}
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</CodeBlock>
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12) Exit WSL:
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```bash
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exit
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```
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The window will return to the command prompt.
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### Stata Test
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:::note pass
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The screenshot in the introduction shows the result of steps 13 - 19
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:::
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13) Open Stata
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14) Move to the `c:\data` directory in Stata:
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```stata
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cd c:\data
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```
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15) Load the `cleanfile` plugin:
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```stata
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program cleanfile, plugin
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```
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16) Read the `pres.numbers` test file:
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```stata
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plugin call cleanfile, "pres.numbers" verbose
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```
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The result will show the data from `pres.numbers`:
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<pre>
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<b>. plugin call cleanfile, "pres.numbers" verbose</b>{'\n'}
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Worksheet 0 Name: Sheet1{'\n'}
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Name,Index{'\n'}
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Bill Clinton,42{'\n'}
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GeorgeW Bush,43{'\n'}
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Barack Obama,44{'\n'}
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Donald Trump,45{'\n'}
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Joseph Biden,46{'\n'}
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{'\n'}
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Saved to `sheetjs.tmp.xlsx`{'\n'}
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<span {...b}>import excel "sheetjs.tmp.xlsx", firstrow</span> will read the first sheet and use headers{'\n'}
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for more help, see <span {...b}>import excel</span>
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</pre>
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17) Close the plugin:
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```stata
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program drop cleanfile
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```
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18) Clear the current session:
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```stata
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clear
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```
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<p>19) In the result of Step 16, click the link on <code><span {...b}>import
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excel "sheetjs.tmp.xlsx", firstrow</span></code></p>
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Alternatively, manually type the command:
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```stata
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import excel "sheetjs.tmp.xlsx", firstrow
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```
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The output will show the import result:
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<pre>
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<b>. import excel "sheetjs.tmp.xlsx", firstrow</b>{'\n'}
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(2 vars, 5 obs)
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</pre>
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20) Open the Data Editor (in Browse or Edit mode) and compare to the screenshot:
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[^1]: Run `help import excel` in Stata or see ["import excel"](https://www.stata.com/manuals/dimportexcel.pdf) in the Stata documentation.
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[^2]: See [`read` in "Reading Files"](/docs/api/parse-options)
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[^3]: See [`write` in "Writing Files"](/docs/api/write-options)
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@ -194,7 +194,7 @@ Each browser demo was tested in the following environments:
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| Edge 116 | 2023-09-02 | |
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| Safari 16.6 | 2023-09-02 | File System Access API is not supported |
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| Brave 1.57 | 2023-09-02 | File System Access API is not supported |
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| Firefox 113 | 2023-05-22 | File System Access API is not supported |
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| Firefox 118 | 2023-10-09 | File System Access API is not supported |
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:::
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|
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@ -787,7 +787,7 @@ This demo was last tested in the following deployments:
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|:-------------|:---------|:-----------|
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| `darwin-x64` | `0.75.1` | 2023-08-26 |
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| `darwin-arm` | `0.73.0` | 2023-06-05 |
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| `win10-x64` | `0.71.2` | 2023-05-23 |
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| `win10-x64` | `0.79.2` | 2023-10-09 |
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| `linux-x64` | `0.71.2` | 2023-05-23 |
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| `linux-arm` | `0.75.1` | 2023-08-30 |
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|
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|
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|
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@ -264,7 +264,7 @@ This demo was tested in the following deployments:
|
|||
|:-------------|:-----------|:-----------|
|
||||
| `darwin-x64` | `2788d71` | 2023-07-24 |
|
||||
| `darwin-arm` | `2788d71` | 2023-06-05 |
|
||||
| `win10-x64` | `2788d71` | 2023-07-24 |
|
||||
| `win10-x64` | `2788d71` | 2023-10-09 |
|
||||
| `win11-arm` | `2788d71` | 2023-09-25 |
|
||||
| `linux-x64` | `2788d71` | 2023-06-02 |
|
||||
| `linux-arm` | `2788d71` | 2023-08-29 |
|
||||
|
|
|
|||
|
|
@ -82,6 +82,10 @@ in the [issue tracker](https://git.sheetjs.com/sheetjs/docs.sheetjs.com/issues)
|
|||
- [`Chrome and Chromium Extensions`](/docs/demos/extensions/chromium)
|
||||
- [`Google Sheets + Apps Script`](/docs/demos/extensions/gsheet)
|
||||
- [`AppleScript and OSA`](/docs/demos/extensions/osa)
|
||||
- [`Mathematica`](/docs/demos/extensions/mathematica)
|
||||
- [`MATLAB`](/docs/demos/extensions/matlab)
|
||||
- [`Stata`](/docs/demos/extensions/stata)
|
||||
- [`Maple`](/docs/demos/extensions/maple)
|
||||
|
||||
### Cloud Platforms
|
||||
|
||||
|
|
|
|||
|
|
@ -443,6 +443,16 @@ function add_to_sheet(sheet, cell) {
|
|||
|
||||
</details>
|
||||
|
||||
#### Some decimal values are rounded
|
||||
|
||||
Excel appears to round values in certain cases. It is suspected that the XLSX
|
||||
parser handles 15 decimal digits of precision. This results in inaccuracies such
|
||||
as `7581185.559999999` rounding to `7581185.56` and `7581185.5599999903`
|
||||
rounding to `7581185.55999999`.
|
||||
|
||||
See [Issue 3003](https://git.sheetjs.com/sheetjs/sheetjs/issues/3003) in the
|
||||
main SheetJS CE repo for details.
|
||||
|
||||
#### Corrupt files
|
||||
|
||||
Third-party build tools and frameworks may post-process SheetJS scripts. The
|
||||
|
|
|
|||
|
|
@ -4,7 +4,7 @@ version = "0.1.0"
|
|||
edition = "2021"
|
||||
|
||||
[dependencies]
|
||||
v8 = "0.75.1"
|
||||
v8 = "0.79.2"
|
||||
|
||||
[[bin]]
|
||||
name = "sheet2csv"
|
||||
|
|
|
|||
|
|
@ -0,0 +1,131 @@
|
|||
#include "stplugin.h"
|
||||
#include "duktape.h"
|
||||
|
||||
#define DOIT(cmd) duk_eval_string_noresult(ctx, cmd);
|
||||
|
||||
#define FAIL_DUK(cmd) { \
|
||||
const char *errmsg = duk_safe_to_string(ctx, -1); \
|
||||
duk_destroy_heap(ctx); \
|
||||
snprintf(failbuf, 255, "error in %s: %s", cmd, errmsg); \
|
||||
SF_error(failbuf); \
|
||||
return NULL; \
|
||||
}
|
||||
|
||||
#define FAIL_LOAD { \
|
||||
duk_push_undefined(ctx); \
|
||||
SF_error("Error in load_file"); \
|
||||
return 1; \
|
||||
}
|
||||
|
||||
static char *read_file(const char *filename, size_t *sz) {
|
||||
FILE *f = fopen(filename, "rb");
|
||||
if(!f) return NULL;
|
||||
long fsize; { fseek(f, 0, SEEK_END); fsize = ftell(f); fseek(f, 0, SEEK_SET); }
|
||||
char *buf = (char *)malloc(fsize * sizeof(char));
|
||||
*sz = fread((void *) buf, 1, fsize, f);
|
||||
fclose(f);
|
||||
return buf;
|
||||
}
|
||||
|
||||
static duk_int_t eval_file(duk_context *ctx, const char *filename) {
|
||||
size_t len; char *buf = read_file(filename, &len);
|
||||
if(!buf) FAIL_LOAD
|
||||
|
||||
duk_push_lstring(ctx, (const char *)buf, (duk_size_t)len);
|
||||
duk_int_t retval = duk_peval(ctx);
|
||||
duk_pop(ctx);
|
||||
return retval;
|
||||
}
|
||||
|
||||
static duk_int_t load_file(duk_context *ctx, const char *filename, const char *var) {
|
||||
size_t len; char *buf = read_file(filename, &len);
|
||||
if(!buf) FAIL_LOAD
|
||||
|
||||
duk_push_external_buffer(ctx);
|
||||
duk_config_buffer(ctx, -1, buf, len);
|
||||
duk_put_global_string(ctx, var);
|
||||
return 0;
|
||||
}
|
||||
|
||||
static duk_int_t save_file(duk_context *ctx, const char *filename, const char *var) {
|
||||
duk_get_global_string(ctx, var);
|
||||
duk_size_t sz;
|
||||
char *buf = (char *)duk_get_buffer_data(ctx, -1, &sz);
|
||||
|
||||
if(!buf) return 1;
|
||||
FILE *f = fopen(filename, "wb"); fwrite(buf, 1, sz, f); fclose(f);
|
||||
return 0;
|
||||
}
|
||||
|
||||
STDLL stata_call(int argc, char *argv[])
|
||||
{
|
||||
duk_int_t res = 0;
|
||||
char failbuf[255];
|
||||
|
||||
/* initialize duktape */
|
||||
duk_context *ctx = duk_create_heap_default();
|
||||
/* duktape does not expose a standard "global" by default */
|
||||
DOIT("var global = (function(){ return this; }).call(null);")
|
||||
|
||||
/* load SheetJS library */
|
||||
res = eval_file(ctx, "shim.min.js");
|
||||
if(res != 0) FAIL_DUK("shim load")
|
||||
res = eval_file(ctx, "xlsx.full.min.js");
|
||||
if(res != 0) FAIL_DUK("library load")
|
||||
|
||||
/* print SheetJS version number */
|
||||
//duk_eval_string(ctx, "XLSX.version");
|
||||
//char verbuf[255];
|
||||
//snprintf(verbuf, 255, "SheetJS library version: %s\n", duk_get_string(ctx, -1));
|
||||
//SF_display(verbuf);
|
||||
|
||||
/* read file */
|
||||
res = load_file(ctx, argv[0], "buf");
|
||||
if(res != 0) FAIL_DUK("file load")
|
||||
|
||||
/* parse workbook */
|
||||
DOIT("wb = XLSX.read(buf.slice(0, buf.length), {type:'buffer'});");
|
||||
|
||||
/* print CSV */
|
||||
duk_eval_string(ctx, "wb.SheetNames.length");
|
||||
duk_uint_t wscnt = duk_get_uint(ctx, -1);
|
||||
duk_pop(ctx);
|
||||
|
||||
/* if argument 2 is "verbose", print CSV contents */
|
||||
if(argc>1 && !strncmp(argv[1], "verbose", 7)) for(uint32_t wsidx = 0; wsidx < wscnt; ++wsidx) {
|
||||
/* select n-th worksheet */
|
||||
char wsbuf[80];
|
||||
snprintf(wsbuf, 80, "ws = wb.Sheets[wsname = wb.SheetNames[%d]]", wsidx); \
|
||||
DOIT(wsbuf);
|
||||
|
||||
duk_eval_string(ctx, "wsname");
|
||||
char namebuf[60];
|
||||
snprintf(namebuf, 60, "Worksheet %d Name: %s\n", wsidx, duk_get_string(ctx, -1));
|
||||
duk_pop(ctx);
|
||||
SF_display(namebuf);
|
||||
|
||||
/* convert to CSV */
|
||||
duk_eval_string(ctx, "XLSX.utils.sheet_to_csv(ws)");
|
||||
const char *csv = duk_get_string(ctx, -1);
|
||||
|
||||
/* print each row in a separate line */
|
||||
char *tok = strtok(csv, "\n");
|
||||
while(tok != NULL) {
|
||||
SF_display(tok);
|
||||
SF_display("\n");
|
||||
tok = strtok(NULL, "\n");
|
||||
}
|
||||
duk_pop(ctx);
|
||||
}
|
||||
|
||||
/* write to sheetjs.tmp.xlsx */
|
||||
DOIT("newbuf = (XLSX.write(wb, {type:'array', bookType:'xlsx'}));");\
|
||||
res = save_file(ctx, "sheetjs.tmp.xlsx", "newbuf");\
|
||||
if(res != 0) FAIL_DUK("save sheetjsw.xlsx")
|
||||
|
||||
SF_display("\n");
|
||||
SF_display("Saved to `sheetjs.tmp.xlsx`\n");
|
||||
SF_display("{stata import excel \"sheetjs.tmp.xlsx\", firstrow} will read the first sheet and use headers\n");
|
||||
SF_display("for more help, see {help import excel}\n");
|
||||
return(0) ;
|
||||
}
|
||||
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|
After Width: | Height: | Size: 12 KiB |
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|
After Width: | Height: | Size: 3.1 KiB |
Loading…
Reference in New Issue