validador basico de datasets

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Cat /dev/Nulo 2024-09-11 22:27:22 -03:00
parent 0d58e66b38
commit 818c4acde6
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"sepa-precios-archiver",
"sepa-precios-importer",
"sepa-index-gen",
"sepa-dataset-validator",
"ckan"
]
}

175
sepa/sepa-dataset-validator/.gitignore vendored Normal file
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# sepa-dataset-validator
To install dependencies:
```bash
bun install
```
To run:
```bash
bun run index.ts
```
This project was created using `bun init` in bun v1.1.26. [Bun](https://bun.sh) is a fast all-in-one JavaScript runtime.

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import * as fs from "fs";
import { join } from "path";
import jschardet from "jschardet";
import Papa from "papaparse";
import { Comerico, ProductoSegúnSpec } from "./schemas";
const dir = process.argv[2];
if (!dir) {
console.error("Usage: bun index.ts <directory>");
process.exit(1);
}
async function readFiles(dir: string) {
const buffers = {
"productos.csv": await fs.promises.readFile(join(dir, "productos.csv")),
"sucursales.csv": await fs.promises.readFile(join(dir, "sucursales.csv")),
"comercio.csv": await fs.promises.readFile(join(dir, "comercio.csv")),
};
let texts: Record<keyof typeof buffers, string> = {
"productos.csv": "",
"sucursales.csv": "",
"comercio.csv": "",
};
let notUtf8 = [];
for (const [name, buffer] of Object.entries(buffers)) {
const det = jschardet.detect(buffer.subarray(0, 1024 * 1024));
if (det.encoding === "ascii") det.encoding = "UTF-8";
if (det.encoding !== "UTF-8") {
notUtf8.push(name);
if (det.encoding === "UTF-16LE") {
texts[name as keyof typeof buffers] = buffer.toString("utf-16le");
} else throw new Error(`Can't parse encoding ${det.encoding} in ${name}`);
} else {
texts[name as keyof typeof buffers] = buffer.toString("utf-8");
}
}
if (notUtf8.length > 0) {
console.error(`❌ No son UTF-8: ${notUtf8.join(", ")}`);
}
const csvs = {
"productos.csv": Papa.parse(texts["productos.csv"], {
header: true,
}),
"sucursales.csv": Papa.parse(texts["sucursales.csv"], {
header: true,
}),
"comercio.csv": Papa.parse(texts["comercio.csv"], {
header: true,
}),
};
const comercio = Comerico.parse(csvs["comercio.csv"].data[0]);
console.log(
` -> CUIT ${comercio.comercio_cuit}: ${comercio.comercio_razon_social}`
);
// if (Object.values(csvs).some((csv) => csv.errors.length > 0)) {
// console.error(`❌ Errors parsing CSV:`);
// for (const error of Object.values(csvs).flatMap((csv) => csv.errors)) {
// console.error(error);
// }
// process.exit(1);
// }
return csvs;
}
type Files = Awaited<ReturnType<typeof readFiles>>;
// si retorna truthy es un error
const checkers: Record<string, (files: Files) => boolean | string> = {
["[productos.csv] Hay tabs en productos_descripcion"](files) {
return files["productos.csv"].data.every((row) => {
if (!("productos_descripcion" in (row as any))) return true;
return (row as any).productos_descripcion.includes("\t");
});
},
["[productos.csv] Nombres de columnas correctas"](files) {
const firstRow = files["productos.csv"].data[0];
if (!firstRow) return true;
const res = ProductoSegúnSpec.safeParse(firstRow);
if (res.error) {
for (const [key, value] of Object.entries(res.error.format())) {
if (!value) continue;
const errors = Array.isArray(value) ? value : value._errors;
console.error(` Error en columna ${key}:`, errors.join(", "));
}
return true;
}
return false;
},
};
const content = await fs.promises.readdir(dir);
if (content.find((x) => x.endsWith(".csv"))) {
await chequearDataset(dir);
} else if (content.find((x) => x.startsWith("sepa"))) {
for (const subdir of content) {
if (!subdir.startsWith("sepa")) continue;
console.info(`chequeando ${subdir}...`);
await chequearDataset(join(dir, subdir));
}
}
async function chequearDataset(dir: string) {
const files = await readFiles(dir);
for (const [name, checker] of Object.entries(checkers)) {
try {
const res = checker(files);
if (res) {
console.error(`${name} (${res})`);
}
} catch (error) {
console.error(`${name}:`, error);
}
}
}
console.error(`¡Haga patria, arregle su dataset!`);

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{
"name": "sepa-dataset-validator",
"module": "index.ts",
"type": "module",
"devDependencies": {
"@types/bun": "latest"
},
"peerDependencies": {
"typescript": "^5.0.0"
},
"dependencies": {
"jschardet": "^3.1.3",
"papaparse": "^5.4.1",
"zod": "^3.23.8"
}
}

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import { z } from "zod";
export const Comerico = z.object({
id_comercio: z.string(),
id_bandera: z.string(),
comercio_cuit: z.string(),
comercio_razon_social: z.string(),
comercio_bandera_nombre: z.string(),
comercio_bandera_url: z.string(),
comercio_ultima_actualizacion: z.string(),
comercio_version_sepa: z.string().optional(), // no es opcional pero a veces no lo agregan...
});
export const ProductoSegúnSpec = z.object({
id_comercio: z.coerce.number(),
id_bandera: z.coerce.number(),
id_sucursal: z.coerce.number(),
id_producto: z.coerce.number(),
// 0 es ID interna del comercio, 1 es EAN/UPC-A
productos_ean: z.union([z.literal("0"), z.literal("1")]),
productos_descripcion: z.string(),
productos_cantidad_presentacion: z.coerce.number(),
productos_unidad_medida_presentacion: z.string(),
productos_marca: z.string(),
productos_precio_lista: z.coerce.number(),
productos_precio_referencia: z.coerce.number(),
productos_cantidad_referencia: z.coerce.number(),
productos_unidad_medida_referencia: z.string(),
productos_precio_unitario_promo1: z.coerce.number().optional(),
productos_leyenda_promo1: z.string().optional(),
productos_precio_unitario_promo2: z.coerce.number().optional(),
productos_leyenda_promo2: z.string().optional(),
});

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{
"compilerOptions": {
// Enable latest features
"lib": ["ESNext", "DOM"],
"target": "ESNext",
"module": "ESNext",
"moduleDetection": "force",
"jsx": "react-jsx",
"allowJs": true,
// Bundler mode
"moduleResolution": "bundler",
"allowImportingTsExtensions": true,
"verbatimModuleSyntax": true,
"noEmit": true,
// Best practices
"strict": true,
"skipLibCheck": true,
"noFallthroughCasesInSwitch": true,
// Some stricter flags (disabled by default)
"noUnusedLocals": false,
"noUnusedParameters": false,
"noPropertyAccessFromIndexSignature": false
}
}