2023-10-30 23:28:40 +00:00
|
|
|
---
|
2023-12-05 03:46:54 +00:00
|
|
|
title: Sheets with MariaDB and MySQL
|
|
|
|
sidebar_label: MariaDB / MySQL
|
2024-03-18 08:24:41 +00:00
|
|
|
pagination_prev: demos/cli/index
|
2023-10-30 23:28:40 +00:00
|
|
|
pagination_next: demos/local/index
|
|
|
|
sidebar_custom_props:
|
|
|
|
sql: true
|
|
|
|
---
|
|
|
|
|
|
|
|
import current from '/version.js';
|
|
|
|
import CodeBlock from '@theme/CodeBlock';
|
|
|
|
|
2023-12-05 03:46:54 +00:00
|
|
|
[MariaDB](https://mariadb.com/) is an open source object-relational database
|
|
|
|
system compatible with MySQL.
|
2023-10-30 23:28:40 +00:00
|
|
|
|
|
|
|
[SheetJS](https://sheetjs.com) is a JavaScript library for reading and writing
|
|
|
|
data from spreadsheets.
|
|
|
|
|
2023-12-05 03:46:54 +00:00
|
|
|
This demo uses SheetJS to exchange data between spreadsheets and MariaDB
|
2023-11-16 04:20:57 +00:00
|
|
|
databases. We'll explore how to save tables from a database to spreadsheets and
|
|
|
|
how to add data from spreadsheets into a database.
|
2023-10-30 23:28:40 +00:00
|
|
|
|
|
|
|
:::caution pass
|
|
|
|
|
2023-12-05 03:46:54 +00:00
|
|
|
**It is strongly recommended to use MariaDB with a query builder or ORM.**
|
2023-10-30 23:28:40 +00:00
|
|
|
|
|
|
|
While it is possible to generate SQL statements directly, there are many subtle
|
|
|
|
details and pitfalls. Battle-tested solutions generally provide mitigations
|
|
|
|
against SQL injection and other vulnerabilities.
|
|
|
|
|
|
|
|
:::
|
|
|
|
|
2023-12-05 03:46:54 +00:00
|
|
|
:::note Tested Deployments
|
2023-10-30 23:28:40 +00:00
|
|
|
|
2023-12-05 03:46:54 +00:00
|
|
|
This demo was tested in the following environments:
|
|
|
|
|
|
|
|
| MariaDB | Connector Library | Date |
|
|
|
|
|:---------|:-------------------|:-----------|
|
2024-05-04 16:15:00 +00:00
|
|
|
| `11.3.2` | `mysql2` (`3.9.7`) | 2024-05-04 |
|
2023-10-30 23:28:40 +00:00
|
|
|
|
|
|
|
:::
|
|
|
|
|
|
|
|
## Integration Details
|
|
|
|
|
|
|
|
The [SheetJS NodeJS module](/docs/getting-started/installation/nodejs) can be
|
2023-12-05 03:46:54 +00:00
|
|
|
loaded in NodeJS scripts that connect to MariaDB and MySQL databases.
|
2023-10-30 23:28:40 +00:00
|
|
|
|
2023-12-05 03:46:54 +00:00
|
|
|
This demo uses the `mysql2` connector module[^1], but the same mechanics apply
|
|
|
|
to other MariaDB and MySQL libraries.
|
2023-10-30 23:28:40 +00:00
|
|
|
|
|
|
|
### Exporting Data
|
|
|
|
|
2023-12-05 03:46:54 +00:00
|
|
|
`Connection#execute` returns a Promise that resolves to a result array. The
|
|
|
|
first entry of the result is an array of objects.
|
2023-10-30 23:28:40 +00:00
|
|
|
|
|
|
|
The SheetJS `json_to_sheet` method[^2] can generate a worksheet object[^3] from
|
|
|
|
the array of objects:
|
|
|
|
|
|
|
|
```js
|
2023-12-05 03:46:54 +00:00
|
|
|
const mysql = require("mysql2/promise"), XLSX = require("xlsx");
|
|
|
|
const conn = await mysql.createConnection({
|
|
|
|
database: "SheetJSMariaDB",
|
|
|
|
/* ... other options ... */
|
|
|
|
});
|
|
|
|
|
2023-10-30 23:28:40 +00:00
|
|
|
const table_name = "Tabeller1"; // name of table
|
|
|
|
|
|
|
|
/* fetch all data from specified table */
|
2023-12-05 03:46:54 +00:00
|
|
|
const [rows, fields] = await conn.execute(`SELECT * FROM ${mysql.escapeId(table_name)}`);
|
2023-10-30 23:28:40 +00:00
|
|
|
|
|
|
|
/* generate a SheetJS worksheet object from the data */
|
2023-12-05 03:46:54 +00:00
|
|
|
const worksheet = XLSX.utils.json_to_sheet(rows);
|
2023-10-30 23:28:40 +00:00
|
|
|
```
|
|
|
|
|
|
|
|
A workbook object can be built from the worksheet using utility functions[^4].
|
|
|
|
The workbook can be exported using the SheetJS `writeFile` method[^5]:
|
|
|
|
|
|
|
|
```js
|
|
|
|
/* create a new workbook and add the worksheet */
|
|
|
|
const wb = XLSX.utils.book_new();
|
|
|
|
XLSX.utils.book_append_sheet(wb, worksheet, "Sheet1");
|
|
|
|
|
|
|
|
/* export workbook to XLSX */
|
2023-12-05 03:46:54 +00:00
|
|
|
XLSX.writeFile(wb, "SheetJSMariaDBExport.xlsx");
|
2023-10-30 23:28:40 +00:00
|
|
|
```
|
|
|
|
|
|
|
|
### Importing Data
|
|
|
|
|
|
|
|
The SheetJS `sheet_to_json` function[^6] takes a worksheet object and generates
|
|
|
|
an array of objects.
|
|
|
|
|
|
|
|
Queries must be manually generated from the objects. Assuming the field names
|
|
|
|
in the object match the column headers, a loop can generate `INSERT` queries.
|
|
|
|
|
2024-04-14 07:40:38 +00:00
|
|
|
:::danger pass
|
2023-10-30 23:28:40 +00:00
|
|
|
|
2023-12-05 03:46:54 +00:00
|
|
|
**MariaDB does not allow parameterized queries with variable column names**
|
2023-10-30 23:28:40 +00:00
|
|
|
|
|
|
|
```sql
|
|
|
|
INSERT INTO table_name (?) VALUES (?);
|
|
|
|
-- ---------------------^ variable column names are not valid
|
|
|
|
```
|
|
|
|
|
|
|
|
Queries are generated manually. To help prevent SQL injection vulnerabilities,
|
2023-12-05 03:46:54 +00:00
|
|
|
the undocumented `escapeId` method [^7] escapes identifiers and fields.
|
2023-10-30 23:28:40 +00:00
|
|
|
|
|
|
|
:::
|
|
|
|
|
|
|
|
```js
|
|
|
|
/* generate an array of arrays from the worksheet */
|
|
|
|
const aoo = XLSX.utils.sheet_to_json(ws);
|
|
|
|
|
|
|
|
const table_name = "Blatte1"; // name of table
|
|
|
|
|
|
|
|
/* loop through the data rows */
|
|
|
|
for(let row of aoo) {
|
2023-12-05 03:46:54 +00:00
|
|
|
/* generate INSERT column names and values */
|
2023-10-30 23:28:40 +00:00
|
|
|
const ent = Object.entries(row);
|
2023-12-05 03:46:54 +00:00
|
|
|
const Istr = ent.map(e => I(e[0])).join(", ");
|
|
|
|
const Vstr = ent.map(e => E(e[1])).join(", ");
|
2023-10-30 23:28:40 +00:00
|
|
|
|
|
|
|
/* execute INSERT statement */
|
2023-12-05 03:46:54 +00:00
|
|
|
await conn.execute(`INSERT INTO ${I(table_name)} (${Istr}) VALUES (${Vstr})`);
|
2023-10-30 23:28:40 +00:00
|
|
|
}
|
|
|
|
```
|
|
|
|
|
|
|
|
### Creating a Table
|
|
|
|
|
|
|
|
The array of objects can be scanned to determine column names and types. With
|
|
|
|
the names and types, a `CREATE TABLE` query can be written.
|
|
|
|
|
2024-04-08 04:47:04 +00:00
|
|
|
<details>
|
|
|
|
<summary><b>Implementation Details</b> (click to show)</summary>
|
2023-10-30 23:28:40 +00:00
|
|
|
|
2023-12-05 03:46:54 +00:00
|
|
|
The `aoo_to_mariadb_table` function:
|
2023-10-30 23:28:40 +00:00
|
|
|
|
|
|
|
- scans each row object to determine column names and types
|
|
|
|
- drops and creates a new table with the determined column names and types
|
|
|
|
- loads the entire dataset into the new table
|
|
|
|
|
|
|
|
```js
|
2023-12-05 03:46:54 +00:00
|
|
|
/* create table and load data given an array of objects and a mysql2 connection */
|
|
|
|
async function aoo_to_mariadb_table(conn, aoo, table_name) {
|
2023-10-30 23:28:40 +00:00
|
|
|
/* define types that can be converted (e.g. boolean can be stored in float) */
|
2023-12-05 03:46:54 +00:00
|
|
|
const T_FLOAT = ["DOUBLE", "BOOLEAN"];
|
|
|
|
const T_BOOL = ["BOOLEAN"];
|
2023-10-30 23:28:40 +00:00
|
|
|
|
|
|
|
/* types is a map from column headers to Knex schema column type */
|
|
|
|
const types = {};
|
|
|
|
|
|
|
|
/* names is an ordered list of the column header names */
|
|
|
|
const names = [];
|
|
|
|
|
|
|
|
/* loop across each row object */
|
|
|
|
aoo.forEach(row =>
|
|
|
|
/* Object.entries returns a row of [key, value] pairs */
|
|
|
|
Object.entries(row).forEach(([k,v]) => {
|
|
|
|
|
|
|
|
/* If this is first occurrence, mark unknown and append header to names */
|
|
|
|
if(!types[k]) { types[k] = ""; names.push(k); }
|
|
|
|
|
|
|
|
/* skip null and undefined values */
|
|
|
|
if(v == null) return;
|
|
|
|
|
|
|
|
/* check and resolve type */
|
|
|
|
switch(typeof v) {
|
|
|
|
/* change type if it is empty or can be stored in a float */
|
2023-12-05 03:46:54 +00:00
|
|
|
case "number": if(!types[k] || T_FLOAT.includes(types[k])) types[k] = "DOUBLE"; break;
|
2023-10-30 23:28:40 +00:00
|
|
|
/* change type if it is empty or can be stored in a boolean */
|
2023-12-05 03:46:54 +00:00
|
|
|
case "boolean": if(!types[k] || T_BOOL.includes(types[k])) types[k] = "BOOLEAN"; break;
|
2023-10-30 23:28:40 +00:00
|
|
|
/* no other type can hold strings */
|
2023-12-05 03:46:54 +00:00
|
|
|
case "string": types[k] = "TEXT"; break;
|
|
|
|
default: types[k] = "TEXT"; break;
|
2023-10-30 23:28:40 +00:00
|
|
|
}
|
|
|
|
})
|
|
|
|
);
|
|
|
|
|
2023-12-05 03:46:54 +00:00
|
|
|
const I = (id) => mysql.escapeId(id), E = (d) => mysql.escape(d);
|
|
|
|
|
2023-10-30 23:28:40 +00:00
|
|
|
/* Delete table if it exists in the DB */
|
2023-12-05 03:46:54 +00:00
|
|
|
await conn.execute(`DROP TABLE IF EXISTS ${I(table_name)};`);
|
2023-10-30 23:28:40 +00:00
|
|
|
|
|
|
|
/* Create table */
|
|
|
|
{
|
2023-12-05 03:46:54 +00:00
|
|
|
const Istr = Object.entries(types).map(e => `${I(e[0])} ${e[1]}`).join(", ");
|
|
|
|
await conn.execute(`CREATE TABLE ${I(table_name)} (${Istr});`);
|
2023-10-30 23:28:40 +00:00
|
|
|
}
|
|
|
|
|
|
|
|
/* Insert each row */
|
|
|
|
for(let row of aoo) {
|
|
|
|
const ent = Object.entries(row);
|
2023-12-05 03:46:54 +00:00
|
|
|
const Istr = ent.map(e => I(e[0])).join(", ");
|
|
|
|
const Vstr = ent.map(e => E(e[1])).join(", ");
|
|
|
|
await conn.execute(`INSERT INTO ${I(table_name)} (${Istr}) VALUES (${Vstr})`);
|
2023-10-30 23:28:40 +00:00
|
|
|
}
|
|
|
|
|
2023-12-05 03:46:54 +00:00
|
|
|
return conn;
|
2023-10-30 23:28:40 +00:00
|
|
|
}
|
|
|
|
```
|
|
|
|
|
|
|
|
</details>
|
|
|
|
|
|
|
|
## Complete Example
|
|
|
|
|
2023-12-05 03:46:54 +00:00
|
|
|
0) Install and start the MariaDB server.
|
2023-10-30 23:28:40 +00:00
|
|
|
|
2024-04-08 04:47:04 +00:00
|
|
|
<details>
|
|
|
|
<summary><b>Installation Notes</b> (click to show)</summary>
|
2023-10-30 23:28:40 +00:00
|
|
|
|
2023-12-05 03:46:54 +00:00
|
|
|
On macOS, install the `mariadb` formula with Homebrew:
|
2023-10-30 23:28:40 +00:00
|
|
|
|
|
|
|
```bash
|
2023-12-05 03:46:54 +00:00
|
|
|
brew install mariadb
|
2023-10-30 23:28:40 +00:00
|
|
|
```
|
|
|
|
|
2023-11-16 04:20:57 +00:00
|
|
|
The last few lines of the installer explain how to start the database:
|
2023-10-30 23:28:40 +00:00
|
|
|
|
|
|
|
```text
|
|
|
|
Or, if you don't want/need a background service you can just run:
|
|
|
|
// highlight-next-line
|
2023-12-05 03:46:54 +00:00
|
|
|
/usr/local/opt/mariadb/bin/mysqld_safe --datadir\=/usr/local/var/mysql
|
2023-10-30 23:28:40 +00:00
|
|
|
```
|
|
|
|
|
|
|
|
Run the command to start a local database instance.
|
|
|
|
|
|
|
|
</details>
|
|
|
|
|
2023-12-05 03:46:54 +00:00
|
|
|
1) Drop any existing database with the name `SheetJSMariaDB`:
|
2023-10-30 23:28:40 +00:00
|
|
|
|
|
|
|
```bash
|
2023-12-05 03:46:54 +00:00
|
|
|
mysql -e 'drop database if exists SheetJSMariaDB;'
|
2023-10-30 23:28:40 +00:00
|
|
|
```
|
|
|
|
|
|
|
|
:::info pass
|
|
|
|
|
|
|
|
If the server is running elsewhere, or if the username is different from the
|
|
|
|
current user, command-line flags can override the defaults.
|
|
|
|
|
|
|
|
| Option | Explanation
|
|
|
|
|:--------------|:--------------------------|
|
|
|
|
| `-h HOSTNAME` | Name of the server |
|
2023-12-05 03:46:54 +00:00
|
|
|
| `-P PORT` | specifies the port number |
|
2023-10-30 23:28:40 +00:00
|
|
|
| `-U USERNAME` | specifies the username |
|
2023-12-05 03:46:54 +00:00
|
|
|
| `-p PASSWORD` | specifies the password |
|
2023-10-30 23:28:40 +00:00
|
|
|
|
|
|
|
:::
|
|
|
|
|
2023-12-05 03:46:54 +00:00
|
|
|
2) Create an empty `SheetJSMariaDB` database:
|
2023-10-30 23:28:40 +00:00
|
|
|
|
|
|
|
```bash
|
2023-12-05 03:46:54 +00:00
|
|
|
mysql -e 'create database SheetJSMariaDB;'
|
2023-10-30 23:28:40 +00:00
|
|
|
```
|
|
|
|
|
|
|
|
### Connector Test
|
|
|
|
|
|
|
|
3) Create a project folder:
|
|
|
|
|
|
|
|
```bash
|
2023-12-05 03:46:54 +00:00
|
|
|
mkdir sheetjs-mariadb
|
|
|
|
cd sheetjs-mariadb
|
2023-10-30 23:28:40 +00:00
|
|
|
npm init -y
|
|
|
|
```
|
|
|
|
|
2023-12-05 03:46:54 +00:00
|
|
|
4) Install the `mysql2` connector module:
|
2023-10-30 23:28:40 +00:00
|
|
|
|
|
|
|
```bash
|
2023-12-05 03:46:54 +00:00
|
|
|
npm i --save mysql2@3.6.5
|
2023-10-30 23:28:40 +00:00
|
|
|
```
|
|
|
|
|
2023-12-05 03:46:54 +00:00
|
|
|
5) Save the following example codeblock to `MariaDBTest.js`:
|
2023-10-30 23:28:40 +00:00
|
|
|
|
2023-12-05 03:46:54 +00:00
|
|
|
```js title="MariaDBTest.js"
|
|
|
|
const mysql = require("mysql2/promise");
|
|
|
|
(async() => {
|
|
|
|
|
|
|
|
const conn = await mysql.createConnection({
|
|
|
|
database:"SheetJSMariaDB",
|
2023-10-30 23:28:40 +00:00
|
|
|
// highlight-start
|
|
|
|
host: "127.0.0.1", // localhost
|
2023-12-05 03:46:54 +00:00
|
|
|
port: 3306,
|
|
|
|
user: "sheetjs",
|
2023-10-30 23:28:40 +00:00
|
|
|
//password: ""
|
|
|
|
// highlight-end
|
|
|
|
});
|
|
|
|
|
2023-12-05 03:46:54 +00:00
|
|
|
const [rows, fields] = await conn.execute('SELECT ? as message', ['Hello world!']);
|
|
|
|
console.log(rows[0].message); // Hello world!
|
|
|
|
await conn.end();
|
2023-10-30 23:28:40 +00:00
|
|
|
|
|
|
|
})();
|
|
|
|
```
|
|
|
|
|
2023-12-05 03:46:54 +00:00
|
|
|
6) Edit the new `MariaDBTest.js` script and modify the highlighted lines from
|
|
|
|
the codeblock to reflect the database deployment settings.
|
2023-10-30 23:28:40 +00:00
|
|
|
|
2023-12-05 03:46:54 +00:00
|
|
|
- Set `user` to the username (it is almost certainly not `"sheetjs"`)
|
2023-10-30 23:28:40 +00:00
|
|
|
|
|
|
|
- If the server is not running on your computer, set `host` and `port` to the
|
|
|
|
correct host name and port number.
|
|
|
|
|
2023-12-05 03:46:54 +00:00
|
|
|
- If the server expects a password, uncomment the `password` line and replace
|
|
|
|
the value with the password.
|
2023-10-30 23:28:40 +00:00
|
|
|
|
|
|
|
7) Run the script:
|
|
|
|
|
|
|
|
```bash
|
2023-12-05 03:46:54 +00:00
|
|
|
node MariaDBTest.js
|
2023-10-30 23:28:40 +00:00
|
|
|
```
|
|
|
|
|
|
|
|
It should print `Hello world!`
|
|
|
|
|
|
|
|
:::caution pass
|
|
|
|
|
|
|
|
If the output is not `Hello world!` or if there is an error, please report the
|
2024-01-17 20:22:38 +00:00
|
|
|
issue to the `mysql2` connector project for further diagnosis.
|
2023-10-30 23:28:40 +00:00
|
|
|
|
|
|
|
:::
|
|
|
|
|
|
|
|
### Add SheetJS
|
|
|
|
|
|
|
|
8) Install dependencies:
|
|
|
|
|
|
|
|
<CodeBlock language="bash">{`\
|
2023-12-05 03:46:54 +00:00
|
|
|
npm i --save https://cdn.sheetjs.com/xlsx-${current}/xlsx-${current}.tgz`}
|
2023-10-30 23:28:40 +00:00
|
|
|
</CodeBlock>
|
|
|
|
|
2023-12-05 03:46:54 +00:00
|
|
|
9) Download [`SheetJSMariaDB.js`](pathname:///mariadb/SheetJSMariaDB.js):
|
2023-10-30 23:28:40 +00:00
|
|
|
|
|
|
|
```bash
|
2023-12-05 03:46:54 +00:00
|
|
|
curl -LO https://docs.sheetjs.com/mariadb/SheetJSMariaDB.js
|
2023-10-30 23:28:40 +00:00
|
|
|
```
|
|
|
|
|
|
|
|
This script will:
|
|
|
|
- read and parse the test file `pres.numbers`
|
2023-12-05 03:46:54 +00:00
|
|
|
- create a connection to the `SheetJSMariaDB` database on a local MariaDB server
|
2023-10-30 23:28:40 +00:00
|
|
|
- load data from the first worksheet into a table with name `Presidents`
|
|
|
|
- disconnect and reconnect to the database
|
|
|
|
- dump data from the table `Presidents`
|
2023-12-05 03:46:54 +00:00
|
|
|
- export the dataset to `SheetJSMariaDB.xlsx`
|
2023-10-30 23:28:40 +00:00
|
|
|
|
2023-12-05 03:46:54 +00:00
|
|
|
10) Edit the `SheetJSMariaDB.js` script.
|
2023-10-30 23:28:40 +00:00
|
|
|
|
|
|
|
The script defines an `opts` object:
|
|
|
|
|
2023-12-05 03:46:54 +00:00
|
|
|
```js title="SheetJSMariaDB.js (configuration lines)"
|
2023-10-30 23:28:40 +00:00
|
|
|
const XLSX = require("xlsx");
|
|
|
|
const opts = {
|
2023-12-05 03:46:54 +00:00
|
|
|
database:"SheetJSMariaDB",
|
2023-10-30 23:28:40 +00:00
|
|
|
// highlight-start
|
|
|
|
host: "127.0.0.1", // localhost
|
2023-12-05 03:46:54 +00:00
|
|
|
port: 3306,
|
|
|
|
user: "sheetjs",
|
2023-10-30 23:28:40 +00:00
|
|
|
//password: ""
|
|
|
|
// highlight-end
|
|
|
|
};
|
|
|
|
```
|
|
|
|
|
2023-12-05 03:46:54 +00:00
|
|
|
Modify the highlighted lines to reflect the database deployment settings.
|
|
|
|
|
|
|
|
- Set `user` to the username (it is almost certainly not `"sheetjs"`)
|
2023-10-30 23:28:40 +00:00
|
|
|
|
|
|
|
- If the server is not running on your computer, set `host` and `port` to the
|
|
|
|
correct host name and port number.
|
|
|
|
|
2023-12-05 03:46:54 +00:00
|
|
|
- If the server expects a password, uncomment the `password` line and replace
|
|
|
|
the value with the password.
|
2023-10-30 23:28:40 +00:00
|
|
|
|
2024-04-26 04:16:13 +00:00
|
|
|
11) Fetch the example file [`pres.numbers`](https://docs.sheetjs.com/pres.numbers):
|
2023-10-30 23:28:40 +00:00
|
|
|
|
|
|
|
```bash
|
2024-04-26 04:16:13 +00:00
|
|
|
curl -L -O https://docs.sheetjs.com/pres.numbers
|
2023-10-30 23:28:40 +00:00
|
|
|
```
|
|
|
|
|
2023-12-05 03:46:54 +00:00
|
|
|
12) Run the script:
|
2023-10-30 23:28:40 +00:00
|
|
|
|
|
|
|
```bash
|
2023-12-05 03:46:54 +00:00
|
|
|
node SheetJSMariaDB.js
|
2023-10-30 23:28:40 +00:00
|
|
|
```
|
|
|
|
|
2023-12-05 03:46:54 +00:00
|
|
|
13) Verify the result:
|
2023-10-30 23:28:40 +00:00
|
|
|
|
2023-12-05 03:46:54 +00:00
|
|
|
- `SheetJSMariaDBExport.xlsx` can be opened in a spreadsheet app or tested in the terminal
|
2023-10-30 23:28:40 +00:00
|
|
|
|
|
|
|
```bash
|
2023-12-05 03:46:54 +00:00
|
|
|
npx xlsx-cli SheetJSMariaDBExport.xlsx
|
2023-10-30 23:28:40 +00:00
|
|
|
```
|
|
|
|
|
2023-12-05 03:46:54 +00:00
|
|
|
- The database server can be queried using the `mysql` command line tool.
|
2023-10-30 23:28:40 +00:00
|
|
|
|
2023-12-05 03:46:54 +00:00
|
|
|
If the server is running locally, the command will be:
|
2023-10-30 23:28:40 +00:00
|
|
|
|
2023-12-05 03:46:54 +00:00
|
|
|
```bash
|
|
|
|
mysql -D SheetJSMariaDB -e 'SELECT * FROM `Presidents`;'
|
|
|
|
```
|
2023-10-30 23:28:40 +00:00
|
|
|
|
2024-05-04 16:15:00 +00:00
|
|
|
The output should be consistent with the following table:
|
|
|
|
|
|
|
|
```
|
|
|
|
+--------------+-------+
|
|
|
|
| Name | Index |
|
|
|
|
+--------------+-------+
|
|
|
|
| Bill Clinton | 42 |
|
|
|
|
| GeorgeW Bush | 43 |
|
|
|
|
| Barack Obama | 44 |
|
|
|
|
| Donald Trump | 45 |
|
|
|
|
| Joseph Biden | 46 |
|
|
|
|
+--------------+-------+
|
|
|
|
```
|
|
|
|
|
2024-01-17 20:22:38 +00:00
|
|
|
[^1]: See [the official `mysql2` website](https://sidorares.github.io/node-mysql2/docs) for more info.
|
2023-10-30 23:28:40 +00:00
|
|
|
[^2]: See [`json_to_sheet` in "Utilities"](/docs/api/utilities/array#array-of-objects-input)
|
|
|
|
[^3]: See ["Sheet Objects"](/docs/csf/sheet) in "SheetJS Data Model" for more details.
|
|
|
|
[^4]: See ["Workbook Helpers" in "Utilities"](/docs/api/utilities/wb) for details on `book_new` and `book_append_sheet`.
|
|
|
|
[^5]: See [`writeFile` in "Writing Files"](/docs/api/write-options)
|
|
|
|
[^6]: See [`sheet_to_json` in "Utilities"](/docs/api/utilities/array#array-output)
|
2023-12-05 03:46:54 +00:00
|
|
|
[^7]: The `mysql2` connector library `escapeId` method is not mentioned in the documentation but is present in the TypeScript definitions.
|