Hi Caihua,

You can retrieve dynamic search ads by using the ad_group_ad resource and 
specifying the type as EXPANDED_DYNAMIC_SEARCH_AD. You can find the Ads API 
dynamic search ad guide here. Please also see this chart that summarizes 
support by ad type.

Please let us know if we can help with anything else.

Regards,
Matt
Google Ads API Team

Matt
Google Ads API Team
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Also find us on our blog:
https://googleadsdeveloper.blogspot.com/
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