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ORDER BY Clause 12108
ORDER BY is an output modifier. Logically it is applied near the very end of the query (just prior to LIMIT or OFFSET , if present). The ORDER BY clause sorts the rows on the sorting criteria in either ascending or descending order. In addi ... tion, every order clause can specify whether NULL values should be moved to the beginning or to the end. The ORDER BY clause may contain one ... or more expressions, separated by commas. An error will be thrown if no expressions are included, since the ORDER BY clause should be removed in that situation. The expressions may begin with either an arbitrary scalar expression (which ... position number (where the indexing starts from 1), or the keyword ALL . Each expression can optionally be followed by an order modifier ( ASC or DESC , default is ASC ), and/or a NULL order modifier ( NULLS FIRST or NULLS LAST , default is NULLS LAS ...
https://man.mtool.work/duckdb/2.0/sql/query_syntax/orderby.html
Window Functions 11721
DuckDB supports window functions , which can use multiple rows to calculate a value for each row. Window functions are blocking operators , i.e., they require their entire input to be buffered, making them one of the most memory-intensive o ... eed a number for each row in a table, you can use the rowid pseudocolumn . Generate a row_number column to enumerate rows, ordered by time : SELECT row_number() OVER (ORDER BY time) FROM sales; Generate a row_number column to enumerate rows, ordered b ... y time and partitioned by region : SELECT row_number() OVER (PARTITION BY region ORDER BY time) FROM sales; Compute the difference between the current and the previous-by- time amount : SELECT amount - lag(amo ... unt) OVER (ORDER BY time) FROM sales; Compute the percentage of the total amount of sales per region for each row: SELECT amount / sum(amou ...
https://man.mtool.work/duckdb/2.0/sql/functions/window_functions.html
Order Preservation 11043
For many operations, DuckDB preserves the order of rows, similarly to data frame libraries such as Pandas. Example Take the following table for example: CREATE TABLE tbl AS SELECT * FROM (VALUES (1, 'a'), (2, 'b'), (3, 'c')) t(x, y); SELECT ... it is guaranteed to come before that row in this table too. Clauses The following clauses guarantee that the original row order is preserved: COPY (see Insertion Order ) FROM with a single table LIMIT OFFSET SELECT UNION ALL WHERE Window functions wi ... ueries as long as they only contain the aforementioned components Tip row_number() OVER () allows turning the original row order into an explicit column that can be referenced in the operations that don't preserve row order by default. On materialized ... tables, the rowid pseudo-column can be used to the same effect. The following operations do not guarantee that the row order is preserved: FROM with multiple tables and/or subqueries JOIN UNION USING SAMPLE Whole-table aggregation (the input order ...
https://man.mtool.work/duckdb/2.0/sql/dialect/order_preservation.html
Relational API 10570
The Relational API builds a query one step at a time from Python. A relation, a DuckDBPyRelation , is a piece of SQL text: the methods of the Transformation and Functions sections return a new relation whose text extends the one they were c ... db.connect() rel = duckdb_conn.sql("FROM range(1_000_000_000) t(id) SELECT id, id % 7 AS bucket") rel.filter("bucket = 3").order("id").limit(3).show() ┌───────┬────────┐ │ id │ bucket │ │ int64 │ int64 │ ├───────┼────────┤ │ 3 │ 3 │ │ 10 │ 3 │ │ 17 │ ... t n rows from this relation object, starting at offset. map Calls the passed function on the relation. offset Skip n rows. order Reorder the relation object by order_expr, which is SQL order text or an expression. pivot Turn the given values of column ... lect_dtypes Alias of select_types() . select_types Select columns from the relation, by filtering based on type(s). sort Reorder the relation object by the provided expressions. union Create the set union of this relation object with another relation ...
https://man.mtool.work/duckdb/2.0/clients/python/relational_api.html
Join Operations 10183
How to Force a Join Order DuckDB has a cost-based query optimizer, which uses statistics in the base tables (stored in a DuckDB database or Parquet files) to estimate the cardinality of operations. Turn off the Join Order Optimizer To turn ... off the join order optimizer, set the following PRAGMA s : SET disabled_optimizers = 'join_order,build_side_probe_side'; This disables both t ... he join order optimizer and left/right swapping for joins. This way, DuckDB builds a left-deep join tree following the order of JOIN cla ... he optimizers with the following command: SET disabled_optimizers = ''; Create Temporary Tables To force a particular join order, you can break up the query into multiple queries, with each creating a temporary table: CREATE OR REPLACE TEMPORARY TABLE ...
https://man.mtool.work/duckdb/2.0/guides/performance/join_operations.html
Aggregate Functions 8415
Examples Produce a single row containing the sum of the amount column: SELECT sum(amount) FROM sales; Produce one row per unique region, containing the sum of amount for each group: SELECT region, sum(amount) FROM sales GROUP BY region; Ret ... he FILTER clause : SELECT sum(amount), sum(amount) FILTER (region != 'north') FROM sales; Returns a list of all regions in order of the amount column: SELECT list(region ORDER BY amount DESC) FROM sales; Returns the amount of the first sale using the ... first() aggregate function: SELECT first(amount ORDER BY date ASC) FROM sales; Downsample a series of 100 points to 5 points that preserve its visual shape using the lttb() agg ... regate function : SELECT unnest(lttb(x, sin(x), 5 ORDER BY x)) AS point FROM range(0, 100) t(x); ┌───────────────────────────────────────┐ │ point │ │ struct(x double, y double) ...
https://man.mtool.work/duckdb/2.0/sql/functions/aggregates.html
List Functions 8137
Function Description list[index] Extracts a single list element using a (1-based) index . list[begin[:end][:step]] Extracts a sublist using slice conventions . Negative values are accepted. list1 && list2 Alias for list_has_any . list1 <-> ... ts of equal length. list_distinct(list) Removes all duplicates and NULL values from a list. Does not preserve the original order. list_dot_product(list1, list2) Alias for list_inner_product . list_element(list, index) Alias for list_extract . list_ent ... not set. list_reverse(list) Reverses the list . list_reverse_sort(list[, col1]) Sorts the elements of the list in reverse order. See the Sorting Lists section for more details about sorting order and NULL values. list_select(value_list, index_list) R ... st_sort(list[, col1][, col2]) Sorts the elements of the list. See the Sorting Lists section for more details about sorting order and NULL values. list_stddev_pop(list) Applies aggregate function stddev_pop to the list . list_stddev_samp(list) Applies ...
https://man.mtool.work/duckdb/2.0/sql/functions/list.html
LIMIT and OFFSET Clauses 8028
LIMIT is an output modifier. Logically it is applied at the very end of the query. The LIMIT clause restricts the amount of rows fetched. The OFFSET clause indicates at which position to start reading the values, i.e., the first OFFSET valu ... es are ignored. Note that while LIMIT can be used without an ORDER BY clause, the results might not be deterministic without the ORDER BY clause. This can still be useful, however, for exam ... T 5; Select the top 5 cities with the highest population: SELECT city, count(*) AS population FROM addresses GROUP BY city ORDER BY population DESC LIMIT 5; Select 10% of the rows from the addresses table: SELECT * FROM addresses LIMIT 10%; FETCH FIRS ... IRST ... ROWS ONLY syntax. It can be combined with OFFSET , in which case FETCH NEXT reads better: SELECT * FROM addresses ORDER BY city FETCH FIRST 5 ROWS ONLY; SELECT * FROM addresses ORDER BY city OFFSET 5 ROWS FETCH NEXT 10 ROWS ONLY; FIRST and NE ...
https://man.mtool.work/duckdb/2.0/sql/query_syntax/limit.html
QUALIFY Clause 7822
The QUALIFY clause is used to filter the results of WINDOW functions . This filtering of results is similar to how a HAVING clause filters the results of aggregate functions applied based on the GROUP BY clause . The QUALIFY clause avoids t ... UALIFY clause is following the WINDOW clause in a SELECT statement ( WINDOW does not need to be specified), and before the ORDER BY . Examples Each of the following examples produce the same output, located below. Filter based on a window function def ... In this example the function_rank column in the select clause is for reference row_number() OVER (PARTITION BY schema_name ORDER BY function_name) AS function_rank FROM duckdb_functions() QUALIFY row_number() OVER (PARTITION BY schema_name ORDER BY fu ... ndow function defined in the SELECT clause: SELECT schema_name, function_name, row_number() OVER (PARTITION BY schema_name ORDER BY function_name) AS function_rank FROM duckdb_functions() QUALIFY function_rank < 3; Filter based on a window function de ...
https://man.mtool.work/duckdb/2.0/sql/query_syntax/qualify.html
SELECT Statement 7555
The SELECT statement retrieves rows from the database. Examples Select all columns from the table tbl : SELECT * FROM tbl; Select the rows from tbl : SELECT j FROM tbl WHERE i = 3; Perform an aggregate grouped by the column i : SELECT i, su ... m(j) FROM tbl GROUP BY i; Select only the top 3 rows from the tbl : SELECT * FROM tbl ORDER BY i DESC LIMIT 3; Join two tables together using the USING clause: SELECT * FROM t1 JOIN t2 USING (a, b); Use column inde ... able: SELECT d FROM (SELECT 1 AS a, 2 AS b) d; Syntax The SELECT statement retrieves rows from the database. The canonical order of a SELECT statement is as follows, with less common clauses being indented: SELECT ⟨select_list⟩ FROM ⟨tables⟩ USING SAM ... _expression⟩ WHERE ⟨condition⟩ GROUP BY ⟨groups⟩ HAVING ⟨group_filter⟩ WINDOW ⟨window_expression⟩ QUALIFY ⟨qualify_filter⟩ ORDER BY ⟨order_expression⟩ LIMIT ⟨n⟩; Optionally, the SELECT statement can be prefixed with a WITH clause . As the SELECT state ...
https://man.mtool.work/duckdb/2.0/sql/statements/select.html
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