Effect Sizes in ANCOVA

Hi, Does anyone know how to calculate Cohen's D when doing ANCOVA analyses? I'm not sure whether to use the group means/SDs, or the estimated marginal means/standard errors? I've only seen Cohen's D reported with ANOVAs. Do people usually use a different effect size other than Cohen's D when reporting ANCOVA results? Thanks!!