Introduction to MongoDb indexes and mongodb Indexes
MongoDb Index
1. _ Id index: Default Index
2. single-Key Index: for example, a record: {x: 1, y: 2, z: 3}, statement db. collection. ensureIndex ({x: 1}) indicates creating an ascending index for x. The value 1 after x: 1 indicates ascending, and-1 indicates descending.
3. Multi-key index: the multi-key index is created in the same way as the single-key i
common case where the entire data set is so large that it is difficult to rebuild the index frequently, but each new record is considerably less. A typical example is a forum with 1 million posts already archived, but only 1000 new posts per day.In such cases, "near real-time" index updates can be implemented using the so-called "primary index + Incremental index" (Main+delta) pattern.The basic idea of such a method is to set up two data sources and two ind
index query is less??
In fact, the difference between single index and composite index is different.
The purpose of the index is to quickly find the records you want
However, composite indexes require less overhead during database operations and can replace multiple single indexes.
In particular, when the number of rows in a table is much larger than the number of index keys, using this method can signif
"query optimization and paging algorithm solution ". The author does not put together the topics of "query optimization" and "paging algorithm" because both of them need a very important thing-clustered index.
As we mentioned earlier, clustered indexes have two major advantages:
1. Narrow the query range as quickly as possible.
2. Sort fields as quickly as possible.
1st are mostly used for query optimization, while 2nd are mostly used for data sortin
exclude i_age not equal to 25 of the record, and finally filtered out the only qualified records. Although the index is built on the vc_name, MySQL does not have to scan the whole table when querying, but the efficiency is improved, but there is a certain distance from our request. Similarly, the MySQL single-column indexes established separately in vc_city and i_age are similar in efficiency. To further extract the efficiency of MySQL, it is necessa
MySQL manages tables and indexes, and MySQL manages table indexes.
MySQL manages tables and Indexes
Create database | SCHEMA [if not exists] db_name [character set =] [COLLATE =]
Delete DATABASE: DROP {DATABASE | SCHEMA} [if exists] db_name
Create a table:1. Define an empty table directly;2. query data from other tables and create a new table;3. Create an empty t
Differences in clustered and nonclustered indexes:We have a Chinese dictionary that can take its body as a clustered index, sorted alphabetically by the beginning of the pinyin, and no longer need to look for other directories. When you encounter a word that you do not know, you need to combine the "radicals" and "gept tables" to find the results in the table of contents and then turn to the page numbers you need. In this way, the sorting of the words in the directory is not the true text sortin
Refers to clustered indexes, which can be divided into clustered and nonclustered indexes, but the main differences are:The clustered index of a table can only have one, because the data row is saved in the order of the clustered index, you can simply understand the location of the physical storage, here involves the concept of the page, you can check. is a lot of pages on the physical disk, a table with a
IndexDisadvantages:① Not suitable for fields with low repetition rate② Frequent DML operations (insert, update, delete), because the bitmap index lock costs extremely high, some DML statements may appear "lock wait", such as modifying a key value, it will affect multiple rows with the same key value. Therefore, bitmap indexes of the OLTP system are basically not applicable.2) B-Tree IndexOccasion: It is very suitable for fields with low data duplicat
Four myths about indexing using indexes: Effects of null values on indexes
Let's do some test data first:
Sql> CREATE table t (x int, y int);
Table created
Note that here I do a unique (federated) index of table T:
Sql> Create unique index t_idx on T (x,y);
Index created
Sql> INSERT into T values (1,1);
1 row inserted
Sql> INSERT into T values (1,null);
1 row inserted
Sql> INSERT i
Label:differences and linkages between Oracle unique indexes and ordinary indexes Difference: Unique index and general index the biggest difference is that you add a single layer of constraint to the index column. A data column that adds a unique index can be empty, but it must be unique as long as the data value is respected. Contact: 1) Unique index is an additional constraint that adds uniqueness. This c
First, the concept of the indexThe purpose of the index: our data query and processing speed has become a measure of the success of the application system standards, and the use of indexes to speed up data processing speed is often the most commonly used optimization method.What the index is: the index in the database is similar to a book's directory, and the use of a catalog in a book allows you to quickly find the information you want without having
Clustered index (InnoDB, using b+tree as the index structure )B-tree indexes and data rows are saved in a structure and stored on leaf pages in the order of primary keys ; Primary key index: leaf node storage (primary key data: All remaining column data)Secondary index (non-clustered index): leaf node Storage (indexed column data: primary key data)non-leaf nodes are stored only Indexed ColumnsAdvantages:can save the relevant data together, such as
[Oracle]-[impact of COMMIT on indexes]-from trace, we can see the impact of COMMIT on indexes. Recently, due to work requirements, there is a task involving data migration, therefore, I have been paying attention to the time-consuming issue of COMMIT and want to follow the old Yang's method to see if the aforementioned COMMIT has an impact on common indexes. Test
rows affected by queries different?
Question 2: If the number of rows affected by a single index query is still small, what are the advantages and disadvantages of setting up a separate index in a table ??
In fact, the difference between a single index and a composite index is different.
The purpose of indexing is to quickly find the required records
However, compound indexes require less overhead during database operations and can replace multipl
Basic Database Table operations-create tables, indexes and queries, and database Indexes1. Define, delete, and modify basic tables(1) define basic tablesCreate table [, ......[, For example, create a student tableCreate table student(Sno int primary key auto_increment,/* column-level integrity constraints. Sno is the primary code, integer, and automatically added */Sname varchar (20) unique,/* obtain the unique value of Sname */Ssex varchar (5))(2) mo
Methods and precautions for using forced indexes in Oracle, oracle Indexes
Oracle forced Index
In some scenarios, ORACLE may not automatically take the index. In this case, if the business is clear, you can try to use a forced index to test the query statement performance.
Take the EMP table as an example:
First, create a unique index in the EMP table ,.
Common search:
SELECT * FROM EMP T
View the executio
One-point discovery of ORACLE indexes (Requirements for indexes for different table join statements)Two different table join statements are written: (the same effect) www.2cto.com select * from T_FORM_ELEMENT t join t_form_resources t1 on t1.meta _ id = t. meta_id;Select * from T_FORM_ELEMENT t, t_form_resources t1 where t. meta_id = t1.meta _ id; The PK_T_FORM_ELEMENT index is created on the meta_id field
The improper use of mysql indexes is slower than that without an index. the improper use of mysql indexes is slower than that without an index. here is an example.
The following figure shows the data inserted into the tuangou table:
Id web city type
1. Beijing food beverage
2. Shanghai leisure and entertainment
3% group Tianjin Food Beverage
4. online shopping in Shenzhen
Discount coupons for S
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