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How SQL implements automatic area attribution calculation based on geographical location coordinates_Using spatial functions and triggers

How SQL implements automatic area attribution calculation based on geographical location coordinates_Using spatial functions and triggers

The most reliable way is to use STContains to determine whether the point is within the polygon, but you need to ensure that the boundary is of GEOGRAPHY type, SRID=4326, and the latitude and longitude order is (longitude, latitude), otherwise the result will be wrong but no error will be reported.

Apr 27, 2026 pm 11:38 PM
geographical location
How to optimize SQL stored procedure execution context_Set executor identity and permissions

How to optimize SQL stored procedure execution context_Set executor identity and permissions

Yes, but only in permission context rather than operating system level identity switching; it only changes the permission check path, does not change the login session, does not trigger new audits, does not affect function values ​​such as ORIGINAL_LOGIN(), and does not propagate across instances.

Apr 27, 2026 pm 11:35 PM
How PostgreSQL views handle hierarchical paths_Optimize using the LTREE plug-in

How PostgreSQL views handle hierarchical paths_Optimize using the LTREE plug-in

The ltree extension must be enabled first, otherwise path~ or @> cannot be used in the view; you need to execute CREATEEXTENSIONIFNOTEXISTSltree; and ensure that the base table has a USINGgist(path) index.

Apr 27, 2026 pm 11:29 PM
How to implement the ODS layer of the data warehouse through SQL views_data cleaning and conversion

How to implement the ODS layer of the data warehouse through SQL views_data cleaning and conversion

It is generally not recommended to materialize ODS layer views into physical tables unless there is a clear query performance bottleneck and the cleaning logic is extremely stable; priority should be given to source table index optimization rather than solidified views, and JOIN scope and permission configuration should be strictly limited.

Apr 27, 2026 pm 11:25 PM
Data cleaning
How to implement rolling summary calculation in SQL_Window function UNBOUNDED qualifier

How to implement rolling summary calculation in SQL_Window function UNBOUNDED qualifier

UNBOUNDEDPRECEDING is a special keyword in the SQL window function that means "unconditionally starting from the first row of the current partition" and cannot be replaced with 0PRECEDING; the latter will be interpreted as CURRENTROW by most databases, resulting in logic errors and syntax errors.

Apr 27, 2026 pm 11:23 PM
How SQL implements correlation analysis of data with different granularities_Using the strategy of aggregation and then JOIN

How SQL implements correlation analysis of data with different granularities_Using the strategy of aggregation and then JOIN

Aggregation first and then JOIN is a rigid requirement to avoid doubling the amount and exploding counts due to one-to-many association; because JOIN only splices at the row level and does not automatically remove duplicates, for example, 1 user, 3 orders, and 2 labels will generate 6 rows, and subsequent SUM/COUNT are calculated on this expanded result. Therefore, each detail table must be pre-aggregated by the business primary key through a subquery or CTE before aligning the connection.

Apr 27, 2026 pm 11:19 PM
How to process JSONB data with window functions in PostgreSQL_Advanced window functions

How to process JSONB data with window functions in PostgreSQL_Advanced window functions

The window function cannot directly sort or group JSONB values. It must be extracted into a scalar type such as text using ->> or #>> before participating in ORDERBY or PARTITIONBY; the array needs to be expanded with jsonb_array_elements() and used with LATERAL; jsonb_set() is used to write back when updating, and the index needs to be built on the extracted field rather than the original jsonb column.

Apr 27, 2026 pm 11:08 PM
js json
How to implement window function function in MySQL 8.0 New version ROW_NUMBER syntax

How to implement window function function in MySQL 8.0 New version ROW_NUMBER syntax

MySQL8.0's ROW_NUMBER() must have OVER() and must contain ORDERBY. It cannot be used alone or omit sorting; it is used for numbering within a group and needs to be matched with subquery filtering. WHERE does not support direct reference to aliases. Performance depends on the indexes of the PARTITIONBY and ORDERBY fields.

Apr 27, 2026 pm 11:05 PM
mysql
SQL如何查询不包含某字符的数据? Correct usage of NOT LIKE

SQL如何查询不包含某字符的数据? Correct usage of NOT LIKE

NOTLIKE will filter NULL values ​​because the judgment result is UNKNOWN, while WHERE only retains TRUE rows; you need to explicitly add ISNULL or ISNOTNULL conditions to handle null values.

Apr 27, 2026 pm 11:02 PM
How can SQL automatically trigger an alarm when a specific numerical threshold is met_Combining triggers and signals

How can SQL automatically trigger an alarm when a specific numerical threshold is met_Combining triggers and signals

cannot. The SQL trigger itself does not support sending alarm signals directly, and cannot call external services such as email or Webhook. It can only write to the alarm table or notify the same instance process through NOTIFY. True alarms must rely on external programs to consume queues or listen for events.

Apr 27, 2026 pm 10:59 PM
How to solve the deadlock problem in SQL related queries_Optimize index access path and order

How to solve the deadlock problem in SQL related queries_Optimize index access path and order

SELECT...JOIN will trigger a deadlock because it may involve locked reads (such as FORUPDATE), which will occur when multiple transactions access the same resources (row locks, gap locks, etc.) in different orders; common causes include the reverse order of the driver table, inconsistent execution plans, unreasonable index design, etc.

Apr 27, 2026 pm 10:56 PM
How does Oracle retain the high water mark during Delete_Compare the difference between Truncate

How does Oracle retain the high water mark during Delete_Compare the difference between Truncate

It is Oracle's design behavior that DELETE does not lower the HWM, but only marks the idle behavior; to lower the HWM, you must rebuild the segment (such as MOVE, CTAS or DBMS_REDEFINITION) or use TRUNCATE (DDL, cannot be rolled back).

Apr 27, 2026 pm 10:50 PM
oracle
How to get the current database system user name in SQL_use USER or CURRENT_USER

How to get the current database system user name in SQL_use USER or CURRENT_USER

CURRENT_USER should be used first - it returns the actual effective authorization subject. USER (or SESSION_USER) only returns the user name declared when connecting. The two may be different during permission switching or proxy connection. Scenarios such as auditing and RLS must rely on the former.

Apr 27, 2026 pm 10:47 PM
How SQL Server implements cross-instance data push insertion_Using LinkServer

How SQL Server implements cross-instance data push insertion_Using LinkServer

To achieve "push insert", the local SQL Server executes remote INSERT through LinkedServer, and the remote instance responds passively; it is necessary to enable the rpcout option, explicit column names, and remote table INSERT permissions, and pay attention to the non-atomicity of transactions, performance bottlenecks, and difficulty in error diagnosis.

Apr 27, 2026 pm 10:45 PM

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