Green’s Dictionary of Slang

dromedary n.

also purple dromedary
[SE dromedary, a bungling fellow (although the dromedary or Arabian single-humped camel is, according to the OED, ‘a light and fleet breed’)]

(UK Und.) a thief, esp. an incompetent or novice one.

[UK]B.E. Dict. Canting Crew n.p.: Dromedary, c. a Thief or Rogue [...] You are a purple Dromedary c. You are a Bungler or a dull Fellow at thieving.
[UK]New Canting Dict. [as cit. c.1698].
[UK]Bailey Universal Etym. Eng. Dict. [as cit. c.1698].
[UK]Grose Classical Dict. of the Vulgar Tongue n.p.: Dromedary, a heavy bungling thief or rogue; a purple dromedary, a bungler in the art and mystery of thieving, (cant).
[UK]G. Andrewes Dict. Sl. and Cant.
[UK]Lex. Balatronicum.
[UK]Egan Grose’s Classical Dict. of the Vulgar Tongue.
[UK]G. Kent Modern Flash Dict. n.p.: Dromedary, a clumsy thief, a young beginner.
[UK]Flash Dict. in Sinks of London Laid Open.
[US]Matsell Vocabulum.
[US]Trumble Sl. Dict. (1890).