Logstash comma delimited csv file with quoted strings


I have following comma delimited csv file, which content has a comma in some of the columns.

11-12-2020 00:00:00,INF,Investor,"2D5D066C-DE96-41D9-8F49-B0F2211D46FF","FIRSTTIME_LOGIN","FIRSTTIME_LOGIN",RequestPAC,S,"Uid:CII0700000242495,",,,sf3wkj25s1udkn5fynn5ikj0,CII0700000242495,"Mozilla/5.0 (Linux; Android 10; LYA-L29 Build/HUAWEILYA-L29; wv) AppleWebKit/537.36 (KHTML, like Gecko) Version/4.0 Chrome/87.0.4280.101 Mobile Safari/537.36","" 

Error message when i run it in logstash:

Error parsing csv.... :exception=>#<CSV::MalformedCSVError: Missing or stray quote in line 1>}

I am reading the file with following:

filter {
  csv {
    separator => ","
    columns => ["LogTime","Level","ApplicationId","UserId","ProcessId","FormId","Action","Status","Reference","TranRef","IP","SessionId","CIF_REF_NO","UserAgent"]    
    skip_empty_columns => "true"

May i know how should i deal with these type of csv files ?
*note: i can't change the source to use different delimiter.


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