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Hugging Face Support – DuckDB 17145
This page is for DuckDB 1.3, which is outdated. Switch to the current version . Search Shortcut cmd + k | ctrl + k Installation Documentation Getting Started Connect Overview Concurrency Data Import Overview Data Sources CSV Files Overview ... AsOf Join Full-Text Search query and query_table Functions Timestamp Issues Snippets Creating Synthetic Data Dutch Railway Datasets Sharing Macros Analyzing a Git Repository Importing Duckbox Tables Copying an In-Memory Database to a File Troubleshooting ... (HTTP and S3) Copy Markdown Hugging Face Support The httpfs extension introduces support for the hf:// protocol to access data sets hosted in Hugging Face repositories. See the announcement blog post for details. Usage Hugging Face repositories can be q ... ueried using the following URL pattern: hf://datasets/⟨my_username⟩/⟨my_dataset⟩/⟨path_to_file⟩ For example, to read a CSV file, you can use the following query: SELECT * FROM ...
https://man.mtool.work/duckdb/1.3/core_extensions/httpfs/hugging_face.html
Dutch Railway Datasets – DuckDB 14405
This page is for DuckDB 1.3, which is outdated. Switch to the current version . Search Shortcut cmd + k | ctrl + k Installation Documentation Getting Started Connect Overview Concurrency Data Import Overview Data Sources CSV Files Overview ... AsOf Join Full-Text Search query and query_table Functions Timestamp Issues Snippets Creating Synthetic Data Dutch Railway Datasets Sharing Macros Analyzing a Git Repository Importing Duckbox Tables Copying an In-Memory Database to a File Troubleshooting ... Versions and Format Execution Format Pivot Sitemap Live Demo Documentation / Guides / Snippets Copy Markdown Dutch Railway Datasets Examples in this documentation often use datasets based on the Dutch Railway datasets . These high-quality datasets are ma ... hind the Rijden de Treinen (Are the trains running?) application . This page contains download links to our mirrors to the datasets. In 2024, we have published a blog post on the analysis of these datasets . Loading the Datasets You can load the datasets ...
https://man.mtool.work/duckdb/1.3/guides/snippets/dutch_railway_datasets.html
SQL on Apache Arrow – DuckDB 7559
This page is for DuckDB 1.3, which is outdated. Switch to the current version . Search Shortcut cmd + k | ctrl + k Installation Documentation Getting Started Connect Overview Concurrency Data Import Overview Data Sources CSV Files Overview ... AsOf Join Full-Text Search query and query_table Functions Timestamp Issues Snippets Creating Synthetic Data Dutch Railway Datasets Sharing Macros Analyzing a Git Repository Importing Duckbox Tables Copying an In-Memory Database to a File Troubleshooting ... and return as an Arrow Table results = con . execute ( "SELECT * FROM my_arrow_table WHERE i = 2" ). arrow () Apache Arrow Datasets Arrow Datasets stored as variables can also be queried as if they were regular tables. Datasets are useful to point toward ... s directories of Parquet files to analyze large datasets. DuckDB will push column selections and row filters down into the dataset scan operation so that only the necessary data i ...
https://man.mtool.work/duckdb/1.3/guides/python/sql_on_arrow.html
Jupyter Notebooks – DuckDB 5964
This page is for DuckDB 1.3, which is outdated. Switch to the current version . Search Shortcut cmd + k | ctrl + k Installation Documentation Getting Started Connect Overview Concurrency Data Import Overview Data Sources CSV Files Overview ... AsOf Join Full-Text Search query and query_table Functions Timestamp Issues Snippets Creating Synthetic Data Dutch Railway Datasets Sharing Macros Analyzing a Git Repository Importing Duckbox Tables Copying an In-Memory Database to a File Troubleshooting ... SET python_scan_all_frames=true , to make Pandas dataframes queryable. Visualizing DuckDB Data The most common way to plot datasets in Python is to load them using Pandas and then use matplotlib or seaborn for plotting. This approach requires loading all ... gement to the engine and ensures that intermediate computations do not keep eating up memory, efficiently plotting massive datasets. Boxplot & Histogram To create a boxplot, call %sqlplot boxplot , passing the name of the table and the column to plot. In ...
https://man.mtool.work/duckdb/1.3/guides/python/jupyter.html
R-Tree Indexes – DuckDB 5048
This page is for DuckDB 1.3, which is outdated. Switch to the current version . Search Shortcut cmd + k | ctrl + k Installation Documentation Getting Started Connect Overview Concurrency Data Import Overview Data Sources CSV Files Overview ... AsOf Join Full-Text Search query and query_table Functions Timestamp Issues Snippets Creating Synthetic Data Dutch Railway Datasets Sharing Macros Analyzing a Git Repository Importing Duckbox Tables Copying an In-Memory Database to a File Troubleshooting ... r spatial indexing through the R-tree extension index type. Why Should I Use an R-Tree Index? When working with geospatial datasets, it is very common that you want to filter rows based on their spatial relationship with a specific region of interest. Un ... even though DuckDB's vectorized execution engine is pretty fast, this sort of operation does not scale very well to large datasets as it always requires a full table scan to check every row in the table. However, by indexing a table with an R-tree, it i ...
https://man.mtool.work/duckdb/1.3/core_extensions/spatial/r-tree_indexes.html
Loops – DuckDB 5048
This page is for DuckDB 1.3, which is outdated. Switch to the current version . Search Shortcut cmd + k | ctrl + k Installation Documentation Getting Started Connect Overview Concurrency Data Import Overview Data Sources CSV Files Overview ... AsOf Join Full-Text Search query and query_table Functions Timestamp Issues Snippets Creating Synthetic Data Dutch Railway Datasets Sharing Macros Analyzing a Git Repository Importing Duckbox Tables Copying an In-Memory Database to a File Troubleshooting ... s ); Using these two functions, together with clever use of cross products and other expressions, many different types of datasets can be efficiently generated. The random() function can also be used to generate random data. An alternative option is to ...
https://man.mtool.work/duckdb/1.3/dev/sqllogictest/loops.html
Environment – DuckDB 4933
This page is for DuckDB 1.3, which is outdated. Switch to the current version . Search Shortcut cmd + k | ctrl + k Installation Documentation Getting Started Connect Overview Concurrency Data Import Overview Data Sources CSV Files Overview ... AsOf Join Full-Text Search query and query_table Functions Timestamp Issues Snippets Creating Synthetic Data Dutch Railway Datasets Sharing Macros Analyzing a Git Repository Importing Duckbox Tables Copying an In-Memory Database to a File Troubleshooting ... Memory for Ideal Performance The amount of memory required for ideal performance depends on several factors, including the data set size and the queries to execute. Maybe surprisingly, the queries have a larger effect on the memory requirement. Workloads ... containing large joins over many-to-many tables yield large intermediate datasets and thus require more memory for their evaluation to fully fit into the memory. As an approximation, aggregation-heavy wor ...
https://man.mtool.work/duckdb/1.3/guides/performance/environment.html
marimo Notebooks – DuckDB 4933
This page is for DuckDB 1.3, which is outdated. Switch to the current version . Search Shortcut cmd + k | ctrl + k Installation Documentation Getting Started Connect Overview Concurrency Data Import Overview Data Sources CSV Files Overview ... AsOf Join Full-Text Search query and query_table Functions Timestamp Issues Snippets Creating Synthetic Data Dutch Railway Datasets Sharing Macros Analyzing a Git Repository Importing Duckbox Tables Copying an In-Memory Database to a File Troubleshooting ... reate reactive SQL cells that automatically update when their dependencies change. Working with expensive queries or large datasets? You can configure marimo's runtime to be “lazy”. By doing so, dependent cells are only marked as stale letting the user c ...
https://man.mtool.work/duckdb/1.3/guides/python/marimo.html
PHP Client – DuckDB 4819
This page is for DuckDB 1.3, which is outdated. Switch to the current documentation . Search Shortcut cmd + k | ctrl + k Installation Documentation Getting Started Connect Overview Concurrency Data Import Overview Data Sources CSV Files Ove ... AsOf Join Full-Text Search query and query_table Functions Timestamp Issues Snippets Creating Synthetic Data Dutch Railway Datasets Sharing Macros Analyzing a Git Repository Importing Duckbox Tables Copying an In-Memory Database to a File Troubleshooting ... : DuckDB :: sql ( 'SELECT "Reporting Year", avg("Gas Produced, MCF") as "AVG Gas Produced" FROM "https://github.com/plotly/datasets/raw/refs/heads/master/oil-and-gas.parquet" WHERE "Reporting Year" BETWEEN 1985 AND 1990 GROUP BY "Reporting Year";' ) -> p ...
https://man.mtool.work/duckdb/1.3/clients/php.html
Data Ingestion – DuckDB 4819
This page is for DuckDB 1.3, which is outdated. Switch to the current version . Search Shortcut cmd + k | ctrl + k Installation Documentation Getting Started Connect Overview Concurrency Data Import Overview Data Sources CSV Files Overview ... AsOf Join Full-Text Search query and query_table Functions Timestamp Issues Snippets Creating Synthetic Data Dutch Railway Datasets Sharing Macros Analyzing a Git Repository Importing Duckbox Tables Copying an In-Memory Database to a File Troubleshooting ... ET python_enable_replacements = false ; DuckDB supports querying multiple types of Apache Arrow objects including tables , datasets , RecordBatchReaders , and scanners . See the Python guides for more examples. import duckdb import pandas as pd test_df = ...
https://man.mtool.work/duckdb/1.3/clients/python/data_ingestion.html
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