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Spring data mongodb collect distinct subcollections - Performance Tuning


Retrieve only the queried element in an object array in MongoDB collectionMongoDB: Combine data from multiple collections into one..how?What is difference between CrudRepository and JpaRepository interfaces in Spring Data JPA?Slow MongoDB lookup aggregation on very few and very small documentsSpring data mongoDb not null annotation like Spring data JpaSpecifing a Sharded Collection with Spring Data MongoDBperformance issue on Spring Data MongodbSpring Data MongoDB reactive distinct not workingSpring Data MongoDB Slow MongoTemplate.find() Performance






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1















[

"categories":
"category":[
"sub1",
"sub2",
"sub3"
],
"category2":[
"sub1",
"sub2"
]

,

"categories":
"category":[
"sub1",
"sub4"
],
"category2":[
"sub5",
"sub4"
]


]


want to get the distinct category and category2 using Spring data. I have tried both Aggregation and Distinct both slow on performance i hope i am missing something



Aggregation:



AggregationResults<Category> results = mongoTemplate.aggregate(Aggregation.newAggregation(Aggregation.group(categoryFields.stream().toArray(String[]::new))),"recipe",Category.class );


Distinct:



 categoryFields.stream().forEach(cat -> 
categories.put(cat, mongoTemplate.findDistinct(query, "categories." + cat, "recipe", Recipe.class, Category.class));
);


Aggregation taking 11sec and Distinct taking 3 secs both slow on performance side .










share|improve this question






























    1















    [

    "categories":
    "category":[
    "sub1",
    "sub2",
    "sub3"
    ],
    "category2":[
    "sub1",
    "sub2"
    ]

    ,

    "categories":
    "category":[
    "sub1",
    "sub4"
    ],
    "category2":[
    "sub5",
    "sub4"
    ]


    ]


    want to get the distinct category and category2 using Spring data. I have tried both Aggregation and Distinct both slow on performance i hope i am missing something



    Aggregation:



    AggregationResults<Category> results = mongoTemplate.aggregate(Aggregation.newAggregation(Aggregation.group(categoryFields.stream().toArray(String[]::new))),"recipe",Category.class );


    Distinct:



     categoryFields.stream().forEach(cat -> 
    categories.put(cat, mongoTemplate.findDistinct(query, "categories." + cat, "recipe", Recipe.class, Category.class));
    );


    Aggregation taking 11sec and Distinct taking 3 secs both slow on performance side .










    share|improve this question


























      1












      1








      1








      [

      "categories":
      "category":[
      "sub1",
      "sub2",
      "sub3"
      ],
      "category2":[
      "sub1",
      "sub2"
      ]

      ,

      "categories":
      "category":[
      "sub1",
      "sub4"
      ],
      "category2":[
      "sub5",
      "sub4"
      ]


      ]


      want to get the distinct category and category2 using Spring data. I have tried both Aggregation and Distinct both slow on performance i hope i am missing something



      Aggregation:



      AggregationResults<Category> results = mongoTemplate.aggregate(Aggregation.newAggregation(Aggregation.group(categoryFields.stream().toArray(String[]::new))),"recipe",Category.class );


      Distinct:



       categoryFields.stream().forEach(cat -> 
      categories.put(cat, mongoTemplate.findDistinct(query, "categories." + cat, "recipe", Recipe.class, Category.class));
      );


      Aggregation taking 11sec and Distinct taking 3 secs both slow on performance side .










      share|improve this question
















      [

      "categories":
      "category":[
      "sub1",
      "sub2",
      "sub3"
      ],
      "category2":[
      "sub1",
      "sub2"
      ]

      ,

      "categories":
      "category":[
      "sub1",
      "sub4"
      ],
      "category2":[
      "sub5",
      "sub4"
      ]


      ]


      want to get the distinct category and category2 using Spring data. I have tried both Aggregation and Distinct both slow on performance i hope i am missing something



      Aggregation:



      AggregationResults<Category> results = mongoTemplate.aggregate(Aggregation.newAggregation(Aggregation.group(categoryFields.stream().toArray(String[]::new))),"recipe",Category.class );


      Distinct:



       categoryFields.stream().forEach(cat -> 
      categories.put(cat, mongoTemplate.findDistinct(query, "categories." + cat, "recipe", Recipe.class, Category.class));
      );


      Aggregation taking 11sec and Distinct taking 3 secs both slow on performance side .







      java spring-boot spring-data-jpa mongodb-query spring-data-mongodb






      share|improve this question















      share|improve this question













      share|improve this question




      share|improve this question








      edited Mar 26 at 11:50







      sankar

















      asked Mar 25 at 21:27









      sankarsankar

      18910 bronze badges




      18910 bronze badges






















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