The England international has not featured since being sent off late in the Champions League defeat at RB Leipzig over three weeks ago as he was dropped to the bench for the next match at Wolves.
Fitness issues sidelined Walker for three subsequent games but he was pictured training with team-mates in images published by City on Thursday.
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