How to read CSV and parse JSON using java code - json

Question

I am using the following code to read the CSV file and parse its data to JSON.
File inputFile = new File("in.csv");
File outputFile = new File("out.json");
CsvSchema csvSchema = CsvSchema.builder().setUseHeader(true).build();
CsvMapper csvMapper = new CsvMapper();
ObjectMapper mapper = new ObjectMapper();
mapper.configure(SerializationFeature.INDENT_OUTPUT, true);
mapper.writerWithDefaultPrettyPrinter().writeValue(outputFile,
csvMapper.readerFor(Map.class).with(csvSchema).readValues(inputFile).readAll());
This is working fine and giving me output as follow,
[
{
"Nutrient" : "Calories",
"Amount" : " 289.00",
"Unit" : " kcal"
}, {
"Nutrient" : "Fat",
"Amount" : " 17.35",
"Unit" : " g"
}
]
But the required output is
{
{
"Nutrient" : "Calories",
"Amount" : " 289.00",
"Unit" : " kcal"
}, {
"Nutrient" : "Fat",
"Amount" : " 17.35",
"Unit" : " g"
}
}
Actually I need to read the JSONs files that I have converted from CSVs. Using the following code
String content = Files.readString(filePath);
JSONObject jsonObject1 = new JSONObject(content);
HashMap yourHashMap1 = new Gson().fromJson(jsonObject1.toString(), HashMap.class);
But while I am trying to do it gives me this error.
org.springframework.web.util.NestedServletException: Request processing failed; nested exception is org.json.JSONException: A JSONObject text must begin with '{' at 1 [character 2 line 1]
Meanwhile json file should start with { instead of [ and similarly it should end on } instead ].
My goal is to remove this error.

Answer 1

I think the result you are seeing is correct and that is the way JSON is supposed to be. JSON is a key value based format.
The output which you have pasted just means it is an array of json objects
[
{
"Nutrient" : "Calories",
"Amount" : " 289.00",
"Unit" : " kcal"
}, {
"Nutrient" : "Fat",
"Amount" : " 17.35",
"Unit" : " g"
}
]
The below JSON actually makes no sense, as there are no keys to the object. Even if you try to parse this kind of JSON with Jackson, it will throw an error Exception in thread "main" com.fasterxml.jackson.core.JsonParseException: Unexpected character ('{' (code 123)): was expecting double-quote to start field name
at [Source: (String)"{ . You can try this out
{
{
"Nutrient" : "Calories",
"Amount" : " 289.00",
"Unit" : " kcal"
}, {
"Nutrient" : "Fat",
"Amount" : " 17.35",
"Unit" : " g"
}
}
The other option would be to consider each json object as a unique node with a distinct name like below, see the keyword set1 and set2
{
"set1": {
"Nutrient" : "Calories",
"Amount" : " 289.00",
"Unit" : " kcal"
},
"set2": {
"Nutrient" : "Fat",
"Amount" : " 17.35",
"Unit" : " g"
}
}
For some reason if you really want to have {} instead of [] then just make a string operation and replace 1st "[" with "{" and last "]" with "}
Edited the answer to match the edited question:
Now as we know your JSON is an array of JSON objects, you have to read it as JSONArray instead of JSONObject, also you can no more read it to a hashmap, it has to be a list, where each element in the list will be a JSONObject which has your data. Working code snippet is below
String content = Files.readString(filePath);
JSONArray jsonArray = new JSONArray(content);
List<LinkedTreeMap> yourList = new Gson().fromJson(jsonArray.toString(), ArrayList.class);
for(LinkedTreeMap l : yourList) {
System.out.println(l.get("Amount"));
System.out.println(l.get("Nutrient"));
System.out.println(l.get("Unit"));
}