I get the same problem.
The jenkinsapi package indeed overcomes this issue, however IMO is less robust 
and moving to it in my case raised some other bugs that needed to be handled.

I could not get the jenkins_open method to work as @stellalie posted, it 
returns:
HTTPError: 400 Client Error: Nothing is submitted for url
Any idea?

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https://bugs.launchpad.net/bugs/1687551

Title:
  "HTTP Error 414: Request-URI Too Long" while submitting a build

Status in Python Jenkins:
  New

Bug description:
  The Jenkins job I wanted to trigger was composed with multi parameters. One 
is a multi-lines parameters that is too long to exceed the limitation set for 
the url length in this request. 
   
  """
  self.jek_ins.build_job(self.job_name, self.build_vars, self.user_token)
  """

  python-jenkins-0.4.8-1.el7.noarch

  How to reproduce:
  1. pass a parameter including a very long strings to the jenkins params when 
calling function build_job

  Actual Result:
  HTTP Error 414: Request-URI Too Long

  Excepted result:
  Http request for triggering the build succeed even if a long string included.

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