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Unnesting 13689
Unnesting is an operation that decomposes values of a composite types into its components. Values of the LIST and STRUCT type may be unnested using the unnest() function . Unnesting turns a LIST -typed value into a table column: each list-e ... ember values. When explicitly passing false , recursion is disabled. In that case, other additional parameters such as max_depth and keep_parent_names are effectively ignored max_depth : UINT32 , default: 1 . This controls how many levels of recursion ... ecursive unnest of a list of structs: SELECT unnest([{'a': 42, 'b': 84}, {'a': 100, 'b': NULL}], recursive := true); Limit depth of recursive unnest using max_depth : SELECT unnest([[[1, 2], [3, 4]], [[5, 6], [7, 8, 9], []], [[10, 11]]], max_depth := ... that contain lists within lists, or lists of structs. Note that lists within structs are not unnested. Setting the Maximum Depth of Unnesting The max_depth parameter allows limiting the maximum depth of recursive unnesting (which is assumed by default ...
https://man.mtool.work/duckdb/2.0/sql/query_syntax/unnest.html
Integration with Ibis 11488
Ibis is a Python dataframe library that supports 20+ backends, with DuckDB as the default. Ibis with DuckDB provides a Pythonic interface for SQL with great performance. Warning Ibis 12.0.0 and earlier do not support DuckDB 2.0. The example ... penguins = con.table("penguins") penguins DatabaseTable: penguins species string island string bill_length_mm float64 bill_depth_mm float64 flipper_length_mm int64 body_mass_g int64 sex string year int64 Ibis is lazily evaluated, so instead of seeing ... get the first few rows of the table as a pandas DataFrame. penguins.head().to_pandas() species island bill_length_mm bill_depth_mm flipper_length_mm body_mass_g sex year 0 Adelie Torgersen 39.1 18.7 181.0 3750.0 male 2007 1 Adelie Torgersen 39.5 17.4 ... hen you're ready!). penguins.head() r0 := DatabaseTable: penguins species string island string bill_length_mm float64 bill_depth_mm float64 flipper_length_mm int64 body_mass_g int64 sex string year int64 Limit[r0, n=5] Ibis returns results as a pandas ...
https://man.mtool.work/duckdb/2.0/guides/python/ibis.html
I/O 10189
Warning DuckDB ships with safe defaults. The configuration options described on this page are advanced options, so proceed with caution when changing them. Asynchronous I/O New Asynchronous I/O was introduced in DuckDB 2.0. Starting with v2 ... tasks in flight consumes more memory. To determine a budget and avoid out-of-memory issues, DuckDB provides the read_ahead_depth configuration option. It can have three types of values: -1 (default): unlimited depth, bounded by memory. N > 0 : at most ... ahead is off, each scan task schedules I/O only for its own job. To configure it, use the SET clause, e.g.: SET read_ahead_depth = 5; In the default mode, the read-ahead budget is negotiated with the same memory manager that distributes memory between ... well in most cases. On machines with high network bandwidth, you can further increase throughput by fixing the read-ahead depth and adjusting the number of asynchronous threads and the HTTP retry settings. For example, the following configuration sat ...
https://man.mtool.work/duckdb/2.0/data/io.html
Limits 9825
This page contains DuckDB's built-in limit values. To check the value of a setting on your system, use the current_setting function. Limit Values Limit Default value Configuration option Comment Array size 100000 - BLOB size 4 GB - Expressi ... on depth 1000 max_expression_depth Memory allocation for a vector 128 GB - Memory use 80% of RAM memory_limit Note: This limit only ...
https://man.mtool.work/duckdb/2.0/operations_manual/limits.html
Reading Multiple Files 8352
DuckDB can read multiple files of different types (CSV, Parquet, JSON files) at the same time using either the glob syntax, or by providing a list of files to read. See the combining schemas page for tips on reading files with different sch ... name ending in .csv , two directories deep: SELECT * FROM '*/*/*.csv'; Read all files with a name ending in .csv , at any depth in the folder dir : SELECT * FROM 'dir/**/*.csv'; Read the CSV files flights1.csv and flights2.csv : SELECT * FROM read_cs ... * FROM read_parquet(['folder1/*.parquet', 'folder2/*.parquet']); Read all Parquet files that match the glob pattern at any depth: SELECT * FROM read_parquet('dir/**/*.parquet'); Multi-File Reads and Globs DuckDB can also read a series of Parquet files ...
https://man.mtool.work/duckdb/2.0/data/multiple_files/overview.html
CREATE MACRO Statement 8265
The CREATE MACRO statement defines a named, callable SQL expression as a database schema object. Macros may declare parameters, which can be referenced by its expression. Once a macro is created, it may be called by referencing its name and ... REPLACE FUNCTION fibo(n) AS ( CASE WHEN n <= 1 THEN 1 ELSE fibo(n - 1) END ); SELECT fibo(3); Binder Error: Max expression depth limit of 1000 exceeded. Use "SET max_expression_depth TO x" to increase the maximum expression depth. Viewing the List of ...
https://man.mtool.work/duckdb/2.0/sql/statements/create_macro.html
Configuration 8179
DuckDB has a number of configuration options that can be used to change the behavior of the system. The configuration options can be set using either the SET statement or the PRAGMA statement . They can be reset to their original values usi ... New Asynchronous I/O, along with the settings that tune it, was introduced in DuckDB 2.0. The async_threads and read_ahead_depth settings control the size of the asynchronous thread pool and the read-ahead budget used when reading from object storage ... n the CLI) max_execution_time The maximum execution time per query in milliseconds (0 = no limit). BIGINT 0 max_expression_depth The maximum expression depth limit in the parser. WARNING: increasing this setting and using very deep expressions might l ... to false, then the system is allowed to re-order any results that do not contain ORDER BY clauses. BOOLEAN true read_ahead_depth The number of scan jobs prefetched ahead of decoding. -1 = automatic, with the backlog being bound by a memory budget, 0 = ...
https://man.mtool.work/duckdb/2.0/configuration/overview.html
Loading JSON 7988
The DuckDB JSON reader can automatically infer which configuration flags to use by analyzing the JSON file. This will work correctly in most situations, and should be the first option attempted. In rare situations where the JSON reader cann ... nferred STRUCT (empty) dateformat Specifies the date format to use when parsing dates. See Date Format VARCHAR iso maximum_depth Maximum nesting depth to which the automatic schema detection detects types. Set to -1 to fully detect nested JSON types B ...
https://man.mtool.work/duckdb/2.0/data/json/loading_json.html
Securing DuckDB 7988
DuckDB is a powerful analytical database engine. It can read and write files, access the network, load extensions, and use system resources. Like any powerful tool, these capabilities require appropriate configuration when working with sens ... filtration Implement strict query timeouts at the application level The settings described on this page provide defense-in-depth and can limit certain capabilities, but they are not a substitute for proper sandboxing. Also keep in mind that sandboxing ... d not be relied upon as comprehensive security mechanisms in all configurations. These settings are designed as defense-in-depth measures to limit the impact of potential security issues, but they cannot provide complete protection against all attack ...
https://man.mtool.work/duckdb/2.0/operations_manual/securing_duckdb/overview.htm...
Unofficial and Unsupported Platforms 7797
Warning The platforms listed on this page are not officially supported. The build instructions are provided on a best-effort basis. Community contributions are very welcome. DuckDB is built and distributed for several platforms with differe ... 6 GHz, 16 GB RAM) running Debian Trixie: sudo apt-get update sudo apt-get install -y git g++ cmake ninja-build git clone --depth=1 https://github.com/duckdb/duckdb cd duckdb mkdir build && cd build cmake .. -DCMAKE_BUILD_TYPE=Release make -j$(nproc) B ...
https://man.mtool.work/duckdb/2.0/dev/building/unofficial_and_unsupported_platfo...
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