How to handle error while executing Flux.map()

You need flatMap instead which let’s you return an empty sequence if the processing failed:

myflux.flatMap(v -> {
    try {
        return Flux.just(converter.convertHistoricalCSVToStockQuotation(stock));
    } catch (IllegalArgumentException ex) {
        return Flux.empty();
    }
});