Items tagged sqlite, sqliteutils
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Weeknotes: datasette-enrichments, datasette-comments, sqlite-chronicle
I’ve mainly been working on Datasette Enrichments and continuing to explore the possibilities enabled by sqlite-chronicle.
[... 1123 words]sqlite-utils now supports plugins
sqlite-utils 3.34 is out with a major new feature: support for plugins.
[... 1327 words]Data analysis with SQLite and Python for PyCon 2023
I’m at PyCon 2023 in Salt Lake City this week.
[... 347 words]Weeknotes: Joining the board of the Python Software Foundation
A few weeks ago I was elected to the board of directors for the Python Software Foundation.
[... 2081 words]WarcDB (via) Florents Tselai built this tool for loading web crawl data stored in WARC (Web ARChive) format into a SQLite database for smaller-scale analysis with SQL, on top of my sqlite-utils Python library. # 19th June 2022, 6:08 pm
What’s new in sqlite-utils 3.20 and 3.21: --lines, --text, --convert
sqlite-utils is my combined CLI tool and Python library for manipulating SQLite databases. Consider this the annotated release notes for sqlite-utils 3.20 and 3.21, both released in the past week.
[... 2456 words]Datasette on Codespaces, sqlite-utils API reference documentation and other weeknotes
This week I broke my streak of not sending out the Datasette newsletter, figured out how to use Sphinx for Python class documentation, worked out how to run Datasette on GitHub Codespaces, implemented Datasette column metadata and got tantalizingly close to a solution for an elusive Datasette feature.
[... 2164 words]Apply conversion functions to data in SQLite columns with the sqlite-utils CLI tool
Earlier this week I released sqlite-utils 3.14 with a powerful new command-line tool: sqlite-utils convert, which applies a conversion function to data stored in a SQLite column.
Joining CSV and JSON data with an in-memory SQLite database
The new sqlite-utils memory command can import CSV and JSON data directly into an in-memory SQLite database, combine and query it using SQL and output the results as CSV, JSON or various other formats of plain text tables.
Cross-database queries in SQLite (and weeknotes)
I released Datasette 0.55 and sqlite-utils 3.6 this week with a common theme across both releases: supporting cross-database joins.
[... 720 words]sqlite-utils 3.2 (via) As discussed in my weeknotes yesterday, this is the release of sqlite-utils that adds the new “cached table counts via triggers” mechanism. # 3rd January 2021, 9:25 pm
Weeknotes: A flurry of not-quite-finished features
My Christmas present to myself this year was to allow myself to spend a week working on stuff I found interesting, rather than sticking to the most important things. This may have been a mistake: it’s left me with a flurry of interesting but not-quite-finished features.
[... 2249 words]Proof of concept: sqlite_utils magic for Jupyter (via) Tony Hirst has been experimenting with building a Jupyter “magic” that adds special syntax for using sqlite-utils to insert data and run queries. Query results come back as a Pandas DataFrame, which Jupyter then displays as a table. # 21st October 2020, 5:26 pm
Building an Evernote to SQLite exporter
I’ve been using Evernote for over a decade, and I’ve long wanted to export my data from it so I can do interesting things with it.
[... 1879 words]Datasette Weekly: Datasette 0.50, git scraping, extracting columns (via) The first edition of the new Datasette Weekly newsletter—covering Datasette 0.50, Git scraping, extracting columns with sqlite-utils and featuring datasette-graphql as the first “plugin of the week” # 10th October 2020, 9 pm
Weeknotes: software carpentry, compiling modules for SQLite
This week I completed the Software Carpentry instructor training course, added two foundational features to sqlite-utils and learned how to compile modules for SQLite.
Refactoring databases with sqlite-utils extract
Yesterday I described the new sqlite-utils transform mechanism for applying SQLite table transformations that go beyond those supported by ALTER TABLE. The other new feature in sqlite-utils 2.20 builds on that capability to allow you to refactor a database table by extracting columns into separate tables. I’ve called it sqlite-utils extract.
Executing advanced ALTER TABLE operations in SQLite
SQLite’s ALTER TABLE has some significant limitations: it can’t drop columns (UPDATE: that was fixed in SQLite 3.35.0 in March 2021), it can’t alter NOT NULL status, it can’t change column types. Since I spend a lot of time with SQLite these days I’ve written some code to fix this—both from Python and as a command-line utility.
[... 689 words]Weeknotes: datasette-dump, sqlite-backup, talks
I spent some time this week digging into Python’s sqlite3 internals. I also gave two talks and recorded a third, due to air at PyGotham in October.
[... 928 words]Weeknotes: Installing Datasette with Homebrew, more GraphQL, WAL in SQLite
This week I’ve been working on making Datasette easier to install, plus wide-ranging improvements to the Datasette GraphQL plugin.
[... 1009 words]sqlite-utils 2.14 (via) I finally figured out porter stemming with SQLite full-text search today—it turns out it’s as easy as adding tokenize=’porter’ to the CREATE VIRTUAL TABLE statement. So I just shipped sqlite-utils 2.14 with a tokenize= option (plus the ability to insert binary file data from stdin). # 1st August 2020, 9:19 pm
Fun with binary data and SQLite
This week I’ve been mainly experimenting with binary data storage in SQLite. sqlite-utils can now insert data from binary files, and datasette-media can serve content over HTTP that originated as binary BLOBs in a database file.
[... 949 words]sqlite-utils 2.12 (via) I’ve been experimenting with ways of improving BLOB support in Datasette and sqlite-utils. This new version of sqlite-utils includes a “sqlite-utils insert-files” command, which can recursively crawl directories for files and add their contents to SQLite with configurable columns containing their metadata.
I was inspired by Paul Ford who has been creating multi-GB SQLite databases of images and PDFs. It turns out that when disk space is cheap this is a pretty effective way of working with interesting corpuses of documents and images. # 27th July 2020, 7:36 am
sqlite-utils 2.0: real upserts
I just released version 2.0 of my sqlite-utils library/CLI tool to PyPI.
[... 1140 words]Logging to SQLite using ASGI middleware
I had some fun playing around with ASGI middleware and logging during our flight back to England for the holidays.
[... 2535 words]Tracking PG&E outages by scraping to a git repo
PG&E have cut off power to several million people in northern California, supposedly as a precaution against wildfires.
[... 833 words]sqlite-utils 1.11. Amjith Ramanujam contributed an excellent new feature to sqlite-utils, which I’ve now released as part of version 1.11. Previously you could enable SQLite full-text-search on a table using the .enable_fts() method (or the “sqlite-utils enable-fts” CLI command) but it wouldn’t reflect future changes to the table—you had to use populate_fts() any time you inserted new records. Thanks to Amjith you can now pass create_triggers=True (or --create-triggers) to cause sqlite-utils to automatically add triggers that keeps the FTS index up-to-date any time a row is inserted, updated or deleted from the table. # 3rd September 2019, 1:05 am
Working with many-to-many relationships in sqlite-utils (via) I just released sqlite-utils 1.9 with syntactic sugar support for creating many-to-many relationships for records stored in SQLite databases. # 4th August 2019, 3:57 am
Convert Locations.kml (pulled from an iPhone backup) to SQLite. I’ve been playing around with data from my iPhone using the iPhone Backup Extractor app and one of the things it exports for you is a Locations.kml file full of location history data. I wrote a tiny script using Python’s ElementTree XMLPullParser to efficiently iterate through the Placemarks and yield them as dictionaries, which I then batch-inserted into sqlite-utils to create a SQLite database. # 14th June 2019, 12:45 am
sqlite-utils 1.0. I just released sqlite-utils 1.0, with a couple of handy new features over 0.14: it can now automatically add columns to a database table if you attempt to insert data which doesn’t quite fit (using alter=True in the Python API or the --alter option to the “sqlite-utils insert” command). It also has the ability to output nested JSON column values on the command-line using the new --json-cols option. This is the first project I’ve marked as a 1.0 release in a very long time—I’ll be sticking to semver for this project from now on, bumping the major version only in the case of a backwards incompatible change. # 25th May 2019, 1:20 am