Provides insights and recommendations for cloud customers for
various categories like performance optimization, cost savings,
reliability, feature discovery, etc. Insights and
recommendations are generated automatically based on analysis of
user resources, configuration and monitoring metrics.
Provides insights and recommendations for cloud customers for
various categories like performance optimization, cost savings,
reliability, feature discovery, etc. Insights and
recommendations are generated automatically based on analysis of
user resources, configuration and monitoring metrics.
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Hard to understand","hardToUnderstand","thumb-down"],["Incorrect information or sample code","incorrectInformationOrSampleCode","thumb-down"],["Missing the information/samples I need","missingTheInformationSamplesINeed","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2025-08-28 UTC."],[],[],null,["# Package recommender (2.18.2)\n\nVersion latestkeyboard_arrow_down\n\n- [2.18.2 (latest)](/python/docs/reference/recommender/latest/google.cloud.recommender_v1beta1.services.recommender)\n- [2.18.0](/python/docs/reference/recommender/2.18.0/google.cloud.recommender_v1beta1.services.recommender)\n- [2.17.0](/python/docs/reference/recommender/2.17.0/google.cloud.recommender_v1beta1.services.recommender)\n- [2.16.1](/python/docs/reference/recommender/2.16.1/google.cloud.recommender_v1beta1.services.recommender)\n- [2.15.5](/python/docs/reference/recommender/2.15.5/google.cloud.recommender_v1beta1.services.recommender)\n- [2.14.0](/python/docs/reference/recommender/2.14.0/google.cloud.recommender_v1beta1.services.recommender)\n- [2.13.0](/python/docs/reference/recommender/2.13.0/google.cloud.recommender_v1beta1.services.recommender)\n- [2.12.0](/python/docs/reference/recommender/2.12.0/google.cloud.recommender_v1beta1.services.recommender)\n- [2.11.2](/python/docs/reference/recommender/2.11.2/google.cloud.recommender_v1beta1.services.recommender)\n- [2.10.1](/python/docs/reference/recommender/2.10.1/google.cloud.recommender_v1beta1.services.recommender)\n- [2.9.0](/python/docs/reference/recommender/2.9.0/google.cloud.recommender_v1beta1.services.recommender)\n- [2.8.3](/python/docs/reference/recommender/2.8.3/google.cloud.recommender_v1beta1.services.recommender)\n- [2.7.4](/python/docs/reference/recommender/2.7.4/google.cloud.recommender_v1beta1.services.recommender)\n- [2.6.0](/python/docs/reference/recommender/2.6.0/google.cloud.recommender_v1beta1.services.recommender)\n- [2.5.1](/python/docs/reference/recommender/2.5.1/google.cloud.recommender_v1beta1.services.recommender)\n- [2.4.0](/python/docs/reference/recommender/2.4.0/google.cloud.recommender_v1beta1.services.recommender)\n- [2.3.4](/python/docs/reference/recommender/2.3.4/google.cloud.recommender_v1beta1.services.recommender)\n- [2.2.0](/python/docs/reference/recommender/2.2.0/google.cloud.recommender_v1beta1.services.recommender)\n- [2.1.0](/python/docs/reference/recommender/2.1.0/google.cloud.recommender_v1beta1.services.recommender)\n- [2.0.0](/python/docs/reference/recommender/2.0.0/google.cloud.recommender_v1beta1.services.recommender)\n- [1.1.3](/python/docs/reference/recommender/1.1.3/google.cloud.recommender_v1beta1.services.recommender)\n- [1.0.0](/python/docs/reference/recommender/1.0.0/google.cloud.recommender_v1beta1.services.recommender)\n- [0.3.0](/python/docs/reference/recommender/0.3.0/google.cloud.recommender_v1beta1.services.recommender)\n- [0.2.0](/python/docs/reference/recommender/0.2.0/google.cloud.recommender_v1beta1.services.recommender)\n- [0.1.0](/python/docs/reference/recommender/0.1.0/google.cloud.recommender_v1beta1.services.recommender) \nAPI documentation for `recommender_v1beta1.services.recommender` package. \n\nClasses\n-------\n\n### [RecommenderAsyncClient](/python/docs/reference/recommender/latest/google.cloud.recommender_v1beta1.services.recommender.RecommenderAsyncClient)\n\nProvides insights and recommendations for cloud customers for\nvarious categories like performance optimization, cost savings,\nreliability, feature discovery, etc. Insights and\nrecommendations are generated automatically based on analysis of\nuser resources, configuration and monitoring metrics.\n\n### [RecommenderClient](/python/docs/reference/recommender/latest/google.cloud.recommender_v1beta1.services.recommender.RecommenderClient)\n\nProvides insights and recommendations for cloud customers for\nvarious categories like performance optimization, cost savings,\nreliability, feature discovery, etc. Insights and\nrecommendations are generated automatically based on analysis of\nuser resources, configuration and monitoring metrics.\n\nModules\n-------\n\n### [pagers](/python/docs/reference/recommender/latest/google.cloud.recommender_v1beta1.services.recommender.pagers)\n\nAPI documentation for `recommender_v1beta1.services.recommender.pagers` module."]]
