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Comment en Convertir CSV en JSON

Transformer CSV tabular données en JSON objets pour programmatic access et API consumption.

问题

You avoir données en CSV formater et besoin it comme JSON pour processing en JavaScript ou un API.

Prérequis

  • Understanding of CSV format
  • Understanding of JSON arrays and objects

Étapes

  1. 1. Parse the CSV header and rows

    Read the first line as the header row to get field names. Read each subsequent line as a data row, splitting on the delimiter (comma by default). Handle quoted fields that contain commas or newlines by respecting CSV quoting rules.

    entrée
    name,age,city\nAlice,30,NYC
    输出
    headers: [name, age, city]
  2. 2. Map rows to JSON objects

    For each data row, create a JSON object where each header field is a key and the corresponding cell is the value. Decide whether to infer types (numbers, booleans) or keep all values as strings. Type inference is convenient but can misinterpret values like zip codes.

    entrée
    Alice,30,NYC
    输出
    {"name":"Alice","age":30,"city":"NYC"}
  3. 3. Assemble and output the JSON array

    Collect all row objects into a JSON array. Format the output with indentation for readability if needed. Validate that the number of fields in each row matches the header count.

    entrée
    [{Alice},{Bob}]
    输出
    JSON array of objects

Résultat attendu

Un JSON tableau de objets, chaque representing un CSV ligne avec en-tête-derived clés.

Erreurs courantes

Comma inside a quoted field splits incorrectly
Use a proper CSV parser that respects quoting rules. Do not split on commas with a simple string split.
Zip codes or IDs lose leading zeros
If you infer types, numeric conversion strips leading zeros. Keep such fields as strings or use a schema to specify types.

Dépannage指引

  • If rows have inconsistent field counts, check for unquoted commas or multiline fields in the CSV.
  • For large CSV files, use a streaming parser to avoid loading everything into memory.

Limites de sécurité

  • CSV injection (formula injection) can affect spreadsheet applications. Sanitize cells that start with =, +, -, or @ if the output will be opened in a spreadsheet.

Outils associés

参考链接