From 7c63ebb16982085a0d6e9f7e0938546e1369c154 Mon Sep 17 00:00:00 2001
From: Luca Foppiano <luca@foppiano.org>
Date: Tue, 16 Dec 2025 11:02:18 +0000
Subject: [PATCH 01/33] ignore .idea, target

---
 .gitignore | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/.gitignore b/.gitignore
index e7bcaed..6ca181b 100644
--- a/.gitignore
+++ b/.gitignore
@@ -24,3 +24,5 @@ Icon
 Network Trash Folder
 Temporary Items
 .apdisk
+.idea
+target

From 3f584e50b734eb2ac0c9a4c22eac12c4383492d7 Mon Sep 17 00:00:00 2001
From: Luca Foppiano <luca@foppiano.org>
Date: Tue, 16 Dec 2025 18:07:38 +0000
Subject: [PATCH 02/33] add pom.xml, Readme.md and the data files

---
 README.md             | 213 ++++++++++
 pom.xml               |  49 +++
 whirlwind.warc        | 952 ++++++++++++++++++++++++++++++++++++++++++
 whirlwind.warc.gz     | Bin 0 -> 18857 bytes
 whirlwind.warc.wat    |  28 ++
 whirlwind.warc.wat.gz | Bin 0 -> 1361 bytes
 whirlwind.warc.wet    | 213 ++++++++++
 whirlwind.warc.wet.gz | Bin 0 -> 3006 bytes
 8 files changed, 1455 insertions(+)
 create mode 100644 pom.xml
 create mode 100644 whirlwind.warc
 create mode 100644 whirlwind.warc.gz
 create mode 100644 whirlwind.warc.wat
 create mode 100644 whirlwind.warc.wat.gz
 create mode 100644 whirlwind.warc.wet
 create mode 100644 whirlwind.warc.wet.gz

diff --git a/README.md b/README.md
index 7ac0d3e..d83dfc2 100644
--- a/README.md
+++ b/README.md
@@ -1 +1,214 @@
 # Whirlwind Tour of Common Crawl's Datasets using Java
+
+The Common Crawl corpus contains petabytes of crawl data, including raw web page data, metadata, and parsed text. Common Crawl's data storage is a little complicated, as you might expect for such a large and rich dataset. We make our crawl data available in a variety of formats (WARC, WET, WAT) and we also have two index files of the crawled webpages: CDXJ and columnar.
+```mermaid
+flowchart TD
+    WEB["WEB"] -- crawler --> cc["Common Crawl"]
+    cc --> WARC["WARC"] & WAT["WAT"] & WET["WET"] & CDXJ["CDXJ"] & Columnar["Columnar"] & etc["..."]
+    WEB@{ shape: cyl}
+    WARC@{ shape: stored-data}
+    WAT@{ shape: stored-data}
+    WET@{ shape: stored-data}
+    CDXJ@{ shape: stored-data}
+    Columnar@{ shape: stored-data}
+    etc@{ shape: stored-data}
+```
+
+The goal of this whirlwind tour is to show you how a single webpage appears in all of these different places. That webpage is [https://an.wikipedia.org/wiki/Escopete](https://an.wikipedia.org/wiki/Escopete), which we crawled on the date 2024-05-18T01:58:10Z. On the way, we'll also explore the file formats we use and learn about some useful tools for interacting with our data!
+
+In the Whirlwind Tour, we will:
+1) explore the WARC, WET and WAT file formats used to store Common Crawl's data.
+2) play with some useful Java libraries for interacting with the data: [jwarc](https://github.com/iipc/jwarc), TBA if needed
+and [duckdb](https://duckdb.org/).
+3) learn about how the data is compressed to allow random access.
+4) use the CDXJ index and the columnar index to access the data we want.
+
+**Prerequisites:** To get the most out of this tour, you should be comfortable with Maven, running commands on the command line, and basic SQL. Some knowledge of HTTP requests and HTML is also helpful but not essential. We assume you have [make](https://www.gnu.org/software/make/) and [Maven](https://maven.apache.org/) installed.
+
+We use a [Makefile](https://makefiletutorial.com) to provide many of the commands needed to run this tutorial. To see what commands are being run, open the `Makefile` and find the relevant target: e.g. `make install` runs `mvn clean install`.
+
+~~Alternatively, a [notebook version](https://github.com/commoncrawl/whirlwind-python-notebook) of this tutorial is also available.~~
+
+Let's get started!
+
+## Task 0: Set-up
+
+This tutorial was written on Linux and MacOS and it should also work on Windows. If you encounter any problems, please raise an issue.
+
+### Clone the repository and create a local Python environment
+
+First, [clone this repository](https://docs.github.com/en/repositories/creating-and-managing-repositories/cloning-a-repository) to create a local copy, then navigate to the `whirlwind-python` directory on your computer.
+
+In general, it's a good idea to set up separate virtual environments (venvs) for Python projects. This lets you install packages without changing either the system Python environment or any of your other Python projects. 
+
+If you already have your own favorite venv scheme, you can skip this step (we used the [Pycharm IDE](https://www.jetbrains.com/pycharm) to manage environment creation). Otherwise, you can create a venv on the command line by running:
+
+```make venv```
+
+After you create this venv, you'll need to activate it:
+
+```source ~/venv/whirlwind/bin/activate```
+
+On many systems, you will now see the name of the venv in parentheses before the command prompt. You'll need to activate the environment again if you log out and log in again.  
+
+Next, let's install the necessary software for this tour:
+
+```make install```
+
+This command will print out a screen-full of output and install the Python packages in `requirements.txt` to your venv.
+
+### Install and configure AWS-CLI
+
+We will use the AWS Command Line Interface (CLI) later in the tour to access the data stored in Common Crawl's S3 bucket. Instructions on how to install the AWS-CLI and configure your account are available on the [AWS website](https://docs.aws.amazon.com/cli/latest/userguide/getting-started-install.html). 
+
+## Task 1: Look at the crawl data
+
+Common Crawl's website includes a [Get Started](https://commoncrawl.org/get-started) guide which summarises different ways to access the data and the file formats. We can use the dropdown menu to access the links for downloading crawls over HTTP(S):
+
+![crawl_dropdown.png](img/crawl_dropdown.png)
+
+If we click on `CC-MAIN-2024-22' in the dropdown, we are taken to a page listing the files contained in this crawl: 
+
+![crawl_file_listing.png](img/crawl_file_listing.png)
+
+In this whirlwind tour, we're going to look at the WARC, WET, and WAT files: the data types which store the crawl data. Later, we will look at the two index files and how these help us access the crawl data we want. At the [end of the Tour](#other-datasets), we'll mention some of Common Crawl's other datasets and where you can find more information about them.
+
+### WARC
+
+[WARC files](https://iipc.github.io/warc-specifications/specifications/warc-format/warc-1.0/) are a container that holds files, similar to zip and tar files. It's the standard data format used by archiving
+community and we use it to store raw crawl data. As you can see in the file listing above, our WARC files are very large even when compressed! Luckily, we have a much smaller example to look at. 
+
+Open `whirlwind.warc` in your favorite text editor. Note that this is an uncompressed version of the file; normally we always work with these files while they are compressed. This is the WARC corresponding to the single webpage we mentioned in the introduction.
+
+You'll see four records total, with the start of each record marked with the header `WARC/1.0` followed by metadata related to that particular record. The `WARC-Type` field tells you the type of each record. In our WARC file, we have:
+1) a `warcinfo` record. Every WARC has that at the start. 
+2) the `request` to the webserver, with its HTTP headers.
+3) the `response` from the webserver, with its HTTP headers followed by the html.
+4) a `metadata` record related to the HTTP response.
+
+### WET
+
+WET (WARC Encapsulated Text) files only contain the body text of web pages parsed from the HTML and exclude any HTML code, images, or other media. This makes them useful for text analysis and natural language processing (NLP) tasks.
+
+Open `whirlwind.warc.wet`: this is the WET derived from our original WARC. We can see that it's still in WARC format with two records: 
+1) a `warcinfo` record.
+2) a `conversion` record: the parsed text with HTTP headers removed.
+
+### WAT
+
+WAT (Web ARChive Timestamp) files contain metadata associated with the crawled web pages (e.g. parsed data from the HTTP response headers, links recovered from HTML pages, server response codes etc.). They are useful for analysis that requires understanding the structure of the web.
+
+Open `whirlwind.warc.wat`: this is the WAT derived from our original WARC. Like the WET file, it's also in WARC format. It contains two records:
+1) a `warcinfo` record.
+2) a `metadata` record: there should be one for each response in the WARC. The metadata is stored as JSON. 
+
+You might want to feed the JSON into a pretty-printer to read it more easily. For example, you can save just the JSON into a file and use `python -m json.tool FILENAME` to pretty-print it.
+
+Now that we've looked at the uncompressed versions of these files to understand their structure, we'll be interacting with compressed WARC, WET, and WAT files for the rest of this tour. This is the usual way we manipulate this data with software tools due to the size of the files.
+
+## Task 2: Iterate over WARC, WET, and WAT files
+
+The [warcio](https://github.com/webrecorder/warcio) Python library lets us read and write WARC files programmatically.
+```mermaid
+flowchart LR
+    user["userprocess (r/w)"]--warcio (w) -->warc
+    warc --warcio (r)--> user 
+    warc@{shape: cyl}
+```
+Let's use it to iterate over our WARC, WET, and WAT files and print out the record types we looked at before. First, look at the code in `org.commoncrawl.whirlwind.ReadWARC`:
+
+<details>
+  <summary>Click to view code</summary>
+
+```java
+package org.commoncrawl.whirlwind;
+
+import org.netpreserve.jwarc.MessageHeaders;
+import org.netpreserve.jwarc.WarcReader;
+
+import java.io.DataInputStream;
+import java.io.IOException;
+import java.nio.file.Files;
+import java.nio.file.Path;
+import java.util.Arrays;
+import java.util.List;
+import java.util.zip.GZIPInputStream;
+
+public class ReadWARC {
+
+    public static void main(String[] args) throws IOException {
+
+        if (args.length != 1) {
+            System.err.println("Usage: java ReadWARC <input-warc-file>");
+            System.exit(1);
+        }
+
+        Path requested = Path.of(args[0]).toAbsolutePath().normalize();
+        if (!Files.isRegularFile(requested)) {
+            throw new SecurityException("Invalid WARC path");
+        }
+
+        final List<String> RESPONSE_TYPES = Arrays.asList("request", "response", "conversion", "metadata");
+        try (
+                GZIPInputStream gzInputStream = new GZIPInputStream(Files.newInputStream(requested));
+                DataInputStream inStream = new DataInputStream(gzInputStream)
+        ) {
+            WarcReader reader = new WarcReader(inStream);
+
+            reader.records()
+                    .forEach(record -> {
+                        System.out.println(" WARC-Type: " + record.type());
+                        if (RESPONSE_TYPES.contains(record.type())) {
+                            MessageHeaders headers = record.headers();
+                            for (String header : headers.all("WARC-Target-URI")) {
+                                System.out.println(" WARC-Target-URI " + header);
+                            }
+                        }
+                    });
+        }
+    }
+}
+
+```
+</details>
+
+The `WarcReader` reads the WARC content using Streams in a single pass and allows us to access the attributes of each record (e.g. the record type through `record.rec_type`).
+
+Now run: 
+
+`make iterate` 
+
+This will run `org.commoncrawl.whirlwind.ReadWARC` on `whirlwind.warc.gz`, `whirlwind.warc.wet.gz`, and `whirlwind.warc.wat.gz` in turn. You should see output like the following:
+
+<details>
+  <summary>Click to view output</summary>
+
+```
+iterating over all of the local warcs:
+
+warc:
+mvn -q exec:java -Dexec.mainClass=org.commoncrawl.whirlwind.ReadWARC -Dexec.args="whirlwind.warc.gz"
+ WARC-Type: warcinfo
+ WARC-Type: request
+ WARC-Target-URI https://an.wikipedia.org/wiki/Escopete
+ WARC-Type: response
+ WARC-Target-URI https://an.wikipedia.org/wiki/Escopete
+ WARC-Type: metadata
+ WARC-Target-URI https://an.wikipedia.org/wiki/Escopete
+
+wet:
+mvn -q exec:java -Dexec.mainClass=org.commoncrawl.whirlwind.ReadWARC -Dexec.args="whirlwind.warc.wet.gz"
+ WARC-Type: warcinfo
+ WARC-Type: conversion
+ WARC-Target-URI https://an.wikipedia.org/wiki/Escopete
+
+wat:
+mvn -q exec:java -Dexec.mainClass=org.commoncrawl.whirlwind.ReadWARC -Dexec.args="whirlwind.warc.wat.gz"
+ WARC-Type: warcinfo
+ WARC-Type: metadata
+ WARC-Target-URI https://an.wikipedia.org/wiki/Escopete
+```
+</details>
+
+The output has three sections, one each for the WARC, WET, and WAT. For each one, it prints the record types we saw before, plus the `WARC-Target-URI` for those record types that have it.
+
diff --git a/pom.xml b/pom.xml
new file mode 100644
index 0000000..64b9fd9
--- /dev/null
+++ b/pom.xml
@@ -0,0 +1,49 @@
+<project xmlns="http://maven.apache.org/POM/4.0.0"
+         xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+         xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 https://maven.apache.org/xsd/maven-4.0.0.xsd">
+    <modelVersion>4.0.0</modelVersion>
+
+    <groupId>org.commoncrawl</groupId>
+    <artifactId>whirlwind-java</artifactId>
+    <version>0.1.0-SNAPSHOT</version>
+    <name>Whirlwind Tour Java Tools</name>
+
+    <properties>
+        <maven.compiler.release>11</maven.compiler.release>
+        <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
+    </properties>
+
+    <dependencies>
+        <dependency>
+            <groupId>org.netpreserve</groupId>
+            <artifactId>jwarc</artifactId>
+            <version>0.32.0</version>
+        </dependency>
+    </dependencies>
+
+    <build>
+        <plugins>
+            <plugin>
+                <groupId>org.apache.maven.plugins</groupId>
+                <artifactId>maven-compiler-plugin</artifactId>
+                <version>3.11.0</version>
+                <configuration>
+                    <release>${maven.compiler.release}</release>
+                </configuration>
+            </plugin>
+            <plugin>
+                <groupId>org.apache.maven.plugins</groupId>
+                <artifactId>maven-jar-plugin</artifactId>
+                <version>3.3.0</version>
+                <configuration>
+                    <archive>
+                        <manifest>
+                            <mainClass>org.commoncrawl.whirlwind.ReadWARC</mainClass>
+                        </manifest>
+                    </archive>
+                </configuration>
+            </plugin>
+        </plugins>
+    </build>
+</project>
+
diff --git a/whirlwind.warc b/whirlwind.warc
new file mode 100644
index 0000000..bdf0eab
--- /dev/null
+++ b/whirlwind.warc
@@ -0,0 +1,952 @@
+WARC/1.0
+WARC-Type: warcinfo
+WARC-Date: 2024-05-17T23:31:22Z
+WARC-Record-ID: <urn:uuid:668d88fc-4208-41fc-b327-1aa6cb783331>
+Content-Length: 486
+Content-Type: application/warc-fields
+WARC-Filename: CC-MAIN-20240517233122-20240518023122-00000.warc.gz
+
+isPartOf: CC-MAIN-2024-22
+publisher: Common Crawl
+description: Wide crawl of the web for May 2024
+operator: Common Crawl Admin (info@commoncrawl.org)
+hostname: ip-10-67-67-211
+software: Apache Nutch 1.19 (modified, https://github.com/commoncrawl/nutch/)
+robots: checked via crawler-commons 1.5-SNAPSHOT (https://github.com/crawler-commons/crawler-commons)
+format: WARC File Format 1.1
+conformsTo: https://iipc.github.io/warc-specifications/specifications/warc-format/warc-1.1/
+
+
+WARC/1.0
+WARC-Type: request
+WARC-Date: 2024-05-18T01:58:10Z
+WARC-Record-ID: <urn:uuid:292f457d-203c-42f2-a1b5-69a4dabefd4f>
+Content-Length: 265
+Content-Type: application/http; msgtype=request
+WARC-Warcinfo-ID: <urn:uuid:668d88fc-4208-41fc-b327-1aa6cb783331>
+WARC-IP-Address: 208.80.154.224
+WARC-Target-URI: https://an.wikipedia.org/wiki/Escopete
+
+GET /wiki/Escopete HTTP/1.1
+User-Agent: CCBot/2.0 (https://commoncrawl.org/faq/)
+Accept: text/html,application/xhtml+xml,application/xml;q=0.9,*/*;q=0.8
+Accept-Language: en-US,en;q=0.5
+Accept-Encoding: br,gzip
+Host: an.wikipedia.org
+Connection: Keep-Alive
+
+
+
+WARC/1.0
+WARC-Type: response
+WARC-Date: 2024-05-18T01:58:10Z
+WARC-Record-ID: <urn:uuid:2aabeff2-67f5-4608-8466-e87c6296e2b6>
+Content-Length: 74581
+Content-Type: application/http; msgtype=response
+WARC-Warcinfo-ID: <urn:uuid:668d88fc-4208-41fc-b327-1aa6cb783331>
+WARC-Concurrent-To: <urn:uuid:292f457d-203c-42f2-a1b5-69a4dabefd4f>
+WARC-IP-Address: 208.80.154.224
+WARC-Target-URI: https://an.wikipedia.org/wiki/Escopete
+WARC-Payload-Digest: sha1:RY7PLBUFQNI2FFV5FTUQK72W6SNPXLQU
+WARC-Block-Digest: sha1:35FTUGFVNWRVTZQGCWIX2MQA3LMYC7X7
+WARC-Identified-Payload-Type: text/html
+
+HTTP/1.1 200 OK
+date: Sat, 18 May 2024 01:58:10 GMT
+server: mw-web.eqiad.canary-bb67b76b8-jtwdb
+x-content-type-options: nosniff
+content-language: an
+origin-trial: AonOP4SwCrqpb0nhZbg554z9iJimP3DxUDB8V4yu9fyyepauGKD0NXqTknWi4gnuDfMG6hNb7TDUDTsl0mDw9gIAAABmeyJvcmlnaW4iOiJodHRwczovL3dpa2lwZWRpYS5vcmc6NDQzIiwiZmVhdHVyZSI6IlRvcExldmVsVHBjZCIsImV4cGlyeSI6MTczNTM0Mzk5OSwiaXNTdWJkb21haW4iOnRydWV9
+accept-ch: 
+vary: Accept-Encoding,Cookie,Authorization
+last-modified: Sat, 04 May 2024 01:58:10 GMT
+content-type: text/html; charset=UTF-8
+X-Crawler-content-encoding: gzip
+age: 0
+x-cache: cp1106 miss, cp1106 miss
+x-cache-status: miss
+server-timing: cache;desc="miss", host;desc="cp1106"
+strict-transport-security: max-age=106384710; includeSubDomains; preload
+report-to: { "group": "wm_nel", "max_age": 604800, "endpoints": [{ "url": "https://intake-logging.wikimedia.org/v1/events?stream=w3c.reportingapi.network_error&schema_uri=/w3c/reportingapi/network_error/1.0.0" }] }
+nel: { "report_to": "wm_nel", "max_age": 604800, "failure_fraction": 0.05, "success_fraction": 0.0}
+set-cookie: WMF-Last-Access=18-May-2024;Path=/;HttpOnly;secure;Expires=Wed, 19 Jun 2024 00:00:00 GMT
+set-cookie: WMF-Last-Access-Global=18-May-2024;Path=/;Domain=.wikipedia.org;HttpOnly;secure;Expires=Wed, 19 Jun 2024 00:00:00 GMT
+set-cookie: WMF-DP=1a6;Path=/;HttpOnly;secure;Expires=Sat, 18 May 2024 00:00:00 GMT
+x-client-ip: 34.239.158.223
+cache-control: private, s-maxage=0, max-age=0, must-revalidate
+set-cookie: GeoIP=US:VA:Ashburn:39.05:-77.49:v4; Path=/; secure; Domain=.wikipedia.org
+set-cookie: NetworkProbeLimit=0.001;Path=/;Secure;Max-Age=3600
+accept-ranges: bytes
+X-Crawler-transfer-encoding: chunked
+Content-Length: 72848
+
+<!DOCTYPE html>
+<html class="client-nojs vector-feature-language-in-header-enabled vector-feature-language-in-main-page-header-disabled vector-feature-sticky-header-disabled vector-feature-page-tools-pinned-disabled vector-feature-toc-pinned-clientpref-1 vector-feature-main-menu-pinned-disabled vector-feature-limited-width-clientpref-1 vector-feature-limited-width-content-enabled vector-feature-custom-font-size-clientpref-0 vector-feature-appearance-disabled vector-feature-appearance-pinned-clientpref-0 vector-feature-night-mode-disabled skin-theme-clientpref-day vector-toc-available" lang="an" dir="ltr">
+<head>
+<meta charset="UTF-8">
+<title>Escopete - Biquipedia, a enciclopedia libre</title>
+<script>(function(){var className="client-js vector-feature-language-in-header-enabled vector-feature-language-in-main-page-header-disabled vector-feature-sticky-header-disabled vector-feature-page-tools-pinned-disabled vector-feature-toc-pinned-clientpref-1 vector-feature-main-menu-pinned-disabled vector-feature-limited-width-clientpref-1 vector-feature-limited-width-content-enabled vector-feature-custom-font-size-clientpref-0 vector-feature-appearance-disabled vector-feature-appearance-pinned-clientpref-0 vector-feature-night-mode-disabled skin-theme-clientpref-day vector-toc-available";var cookie=document.cookie.match(/(?:^|; )anwikimwclientpreferences=([^;]+)/);if(cookie){cookie[1].split('%2C').forEach(function(pref){className=className.replace(new RegExp('(^| )'+pref.replace(/-clientpref-\w+$|[^\w-]+/g,'')+'-clientpref-\\w+( |$)'),'$1'+pref+'$2');});}document.documentElement.className=className;}());RLCONF={"wgBreakFrames":false,"wgSeparatorTransformTable":[",\t."," \t,"],
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+			<li id="pt-createaccount" class="user-links-collapsible-item mw-list-item"><a href="/w/index.php?title=Especial:Creyar_cuenta&amp;returnto=Escopete" title="Te recomendamos crear una cuenta e iniciar sesión; sin embargo, no es obligatorio"><span class="vector-icon mw-ui-icon-userAdd mw-ui-icon-wikimedia-userAdd"></span> <span>Creyar cuenta</span></a></li><li id="pt-login" class="user-links-collapsible-item mw-list-item"><a href="/w/index.php?title=Especial:Encetar_sesi%C3%B3n&amp;returnto=Escopete" title="Le recomendamos que se rechistre, encara que no ye obligatorio [o]" accesskey="o"><span class="vector-icon mw-ui-icon-logIn mw-ui-icon-wikimedia-logIn"></span> <span>Dentrar-ie</span></a></li>
+		</ul>
+		
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+<div id="p-user-menu-anon-editor" class="vector-menu mw-portlet mw-portlet-user-menu-anon-editor"  >
+	<div class="vector-menu-heading">
+		Páginas para editores desconectados <a href="/wiki/Aduya:Introducci%C3%B3n" aria-label="Obtenga más información sobre editar"><span>más información</span></a>
+	</div>
+	<div class="vector-menu-content">
+		
+		<ul class="vector-menu-content-list">
+			
+			<li id="pt-anoncontribs" class="mw-list-item"><a href="/wiki/Especial:As_m%C3%ADas_contrebucions" title="Una lista de modificaciones hechas desde esta dirección IP [y]" accesskey="y"><span>Contribucions</span></a></li><li id="pt-anontalk" class="mw-list-item"><a href="/wiki/Especial:A_m%C3%ADa_descusi%C3%B3n" title="Descusión sobre edicions feitas dende ista adreza IP [n]" accesskey="n"><span>Pachina de descusión d'ista IP</span></a></li>
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+	<h2 class="vector-pinnable-header-label">Contenidos</h2>
+	<button class="vector-pinnable-header-toggle-button vector-pinnable-header-pin-button" data-event-name="pinnable-header.vector-toc.pin">mover a la barra lateral</button>
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+	<ul class="vector-toc-contents" id="mw-panel-toc-list">
+		<li id="toc-mw-content-text"
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+			<a href="#" class="vector-toc-link">
+				<div class="vector-toc-text">Inicio</div>
+			</a>
+		</li>
+		<li id="toc-Cheografía"
+		class="vector-toc-list-item vector-toc-level-1 vector-toc-list-item-expanded">
+		<a class="vector-toc-link" href="#Cheografía">
+			<div class="vector-toc-text">
+			<span class="vector-toc-numb">1</span>Cheografía</div>
+		</a>
+		
+		<ul id="toc-Cheografía-sublist" class="vector-toc-list">
+		</ul>
+	</li>
+	<li id="toc-Historia"
+		class="vector-toc-list-item vector-toc-level-1 vector-toc-list-item-expanded">
+		<a class="vector-toc-link" href="#Historia">
+			<div class="vector-toc-text">
+			<span class="vector-toc-numb">2</span>Historia</div>
+		</a>
+		
+		<ul id="toc-Historia-sublist" class="vector-toc-list">
+		</ul>
+	</li>
+	<li id="toc-Administración"
+		class="vector-toc-list-item vector-toc-level-1 vector-toc-list-item-expanded">
+		<a class="vector-toc-link" href="#Administración">
+			<div class="vector-toc-text">
+			<span class="vector-toc-numb">3</span>Administración</div>
+		</a>
+		
+			<button aria-controls="toc-Administración-sublist" class="cdx-button cdx-button--weight-quiet cdx-button--icon-only vector-toc-toggle">
+				<span class="vector-icon vector-icon--x-small mw-ui-icon-wikimedia-expand"></span>
+				<span>Alternar subsección Administración</span>
+			</button>
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+		<ul id="toc-Administración-sublist" class="vector-toc-list">
+			<li id="toc-Alcaldes"
+			class="vector-toc-list-item vector-toc-level-2">
+			<a class="vector-toc-link" href="#Alcaldes">
+				<div class="vector-toc-text">
+				<span class="vector-toc-numb">3.1</span>Alcaldes</div>
+			</a>
+			
+			<ul id="toc-Alcaldes-sublist" class="vector-toc-list">
+			</ul>
+		</li>
+	</ul>
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+	<li id="toc-Molimentos"
+		class="vector-toc-list-item vector-toc-level-1 vector-toc-list-item-expanded">
+		<a class="vector-toc-link" href="#Molimentos">
+			<div class="vector-toc-text">
+			<span class="vector-toc-numb">4</span>Molimentos</div>
+		</a>
+		
+		<ul id="toc-Molimentos-sublist" class="vector-toc-list">
+		</ul>
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+	<li id="toc-Fiestas"
+		class="vector-toc-list-item vector-toc-level-1 vector-toc-list-item-expanded">
+		<a class="vector-toc-link" href="#Fiestas">
+			<div class="vector-toc-text">
+			<span class="vector-toc-numb">5</span>Fiestas</div>
+		</a>
+		
+		<ul id="toc-Fiestas-sublist" class="vector-toc-list">
+		</ul>
+	</li>
+	<li id="toc-Referencias"
+		class="vector-toc-list-item vector-toc-level-1 vector-toc-list-item-expanded">
+		<a class="vector-toc-link" href="#Referencias">
+			<div class="vector-toc-text">
+			<span class="vector-toc-numb">6</span>Referencias</div>
+		</a>
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+		<ul id="toc-Referencias-sublist" class="vector-toc-list">
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+	<li id="toc-Vinclos_externos"
+		class="vector-toc-list-item vector-toc-level-1 vector-toc-list-item-expanded">
+		<a class="vector-toc-link" href="#Vinclos_externos">
+			<div class="vector-toc-text">
+			<span class="vector-toc-numb">7</span>Vinclos externos</div>
+		</a>
+		
+		<ul id="toc-Vinclos_externos-sublist" class="vector-toc-list">
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+<div id="vector-page-titlebar-toc" class="vector-dropdown vector-page-titlebar-toc vector-button-flush-left"  >
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+	<label id="vector-page-titlebar-toc-label" for="vector-page-titlebar-toc-checkbox" class="vector-dropdown-label cdx-button cdx-button--fake-button cdx-button--fake-button--enabled cdx-button--weight-quiet cdx-button--icon-only " aria-hidden="true"  ><span class="vector-icon mw-ui-icon-listBullet mw-ui-icon-wikimedia-listBullet"></span>
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+<span class="vector-dropdown-label-text">Cambiar a la tabla de contenidos</span>
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+					</nav>
+					<h1 id="firstHeading" class="firstHeading mw-first-heading"><span class="mw-page-title-main">Escopete</span></h1>
+							
+<div id="p-lang-btn" class="vector-dropdown mw-portlet mw-portlet-lang"  >
+	<input type="checkbox" id="p-lang-btn-checkbox" role="button" aria-haspopup="true" data-event-name="ui.dropdown-p-lang-btn" class="vector-dropdown-checkbox mw-interlanguage-selector" aria-label="Ir a un artículo en otro idioma. Disponible en 32 idiomas"   >
+	<label id="p-lang-btn-label" for="p-lang-btn-checkbox" class="vector-dropdown-label cdx-button cdx-button--fake-button cdx-button--fake-button--enabled cdx-button--weight-quiet cdx-button--action-progressive mw-portlet-lang-heading-32" aria-hidden="true"  ><span class="vector-icon mw-ui-icon-language-progressive mw-ui-icon-wikimedia-language-progressive"></span>
+
+<span class="vector-dropdown-label-text">32 idiomas</span>
+	</label>
+	<div class="vector-dropdown-content">
+
+		<div class="vector-menu-content">
+			
+			<ul class="vector-menu-content-list">
+				
+				<li class="interlanguage-link interwiki-ast mw-list-item"><a href="https://ast.wikipedia.org/wiki/Escopete" title="Escopete (asturiano)" lang="ast" hreflang="ast" class="interlanguage-link-target"><span>Asturianu</span></a></li><li class="interlanguage-link interwiki-br mw-list-item"><a href="https://br.wikipedia.org/wiki/Escopete" title="Escopete (bretón)" lang="br" hreflang="br" class="interlanguage-link-target"><span>Brezhoneg</span></a></li><li class="interlanguage-link interwiki-ca mw-list-item"><a href="https://ca.wikipedia.org/wiki/Escopete" title="Escopete (catalán)" lang="ca" hreflang="ca" class="interlanguage-link-target"><span>Català</span></a></li><li class="interlanguage-link interwiki-ce mw-list-item"><a href="https://ce.wikipedia.org/wiki/%D0%AD%D1%81%D0%BA%D0%BE%D0%BF%D0%B5%D1%82%D0%B5" title="Эскопете (checheno)" lang="ce" hreflang="ce" class="interlanguage-link-target"><span>Нохчийн</span></a></li><li class="interlanguage-link interwiki-ceb mw-list-item"><a href="https://ceb.wikipedia.org/wiki/Escopete" title="Escopete (cebuano)" lang="ceb" hreflang="ceb" class="interlanguage-link-target"><span>Cebuano</span></a></li><li class="interlanguage-link interwiki-de mw-list-item"><a href="https://de.wikipedia.org/wiki/Escopete" title="Escopete (alemán)" lang="de" hreflang="de" class="interlanguage-link-target"><span>Deutsch</span></a></li><li class="interlanguage-link interwiki-en mw-list-item"><a href="https://en.wikipedia.org/wiki/Escopete" title="Escopete (anglés)" lang="en" hreflang="en" class="interlanguage-link-target"><span>English</span></a></li><li class="interlanguage-link interwiki-eo mw-list-item"><a href="https://eo.wikipedia.org/wiki/Escopete" title="Escopete (esperanto)" lang="eo" hreflang="eo" class="interlanguage-link-target"><span>Esperanto</span></a></li><li class="interlanguage-link interwiki-es mw-list-item"><a href="https://es.wikipedia.org/wiki/Escopete" title="Escopete (espanyol)" lang="es" hreflang="es" class="interlanguage-link-target"><span>Español</span></a></li><li class="interlanguage-link interwiki-eu mw-list-item"><a href="https://eu.wikipedia.org/wiki/Escopete" title="Escopete (euskera)" lang="eu" hreflang="eu" class="interlanguage-link-target"><span>Euskara</span></a></li><li class="interlanguage-link interwiki-fr mw-list-item"><a href="https://fr.wikipedia.org/wiki/Escopete" title="Escopete (francés)" lang="fr" hreflang="fr" class="interlanguage-link-target"><span>Français</span></a></li><li class="interlanguage-link interwiki-hu mw-list-item"><a href="https://hu.wikipedia.org/wiki/Escopete" title="Escopete (húngaro)" lang="hu" hreflang="hu" class="interlanguage-link-target"><span>Magyar</span></a></li><li class="interlanguage-link interwiki-ia mw-list-item"><a href="https://ia.wikipedia.org/wiki/Escopete" title="Escopete (interlingua)" lang="ia" hreflang="ia" class="interlanguage-link-target"><span>Interlingua</span></a></li><li class="interlanguage-link interwiki-ie mw-list-item"><a href="https://ie.wikipedia.org/wiki/Escopete" title="Escopete (interlingue)" lang="ie" hreflang="ie" class="interlanguage-link-target"><span>Interlingue</span></a></li><li class="interlanguage-link interwiki-it mw-list-item"><a href="https://it.wikipedia.org/wiki/Escopete" title="Escopete (italiano)" lang="it" hreflang="it" class="interlanguage-link-target"><span>Italiano</span></a></li><li class="interlanguage-link interwiki-kk mw-list-item"><a href="https://kk.wikipedia.org/wiki/%D0%AD%D1%81%D0%BA%D0%BE%D0%BF%D0%B5%D1%82%D0%B5" title="Эскопете (kazajo)" lang="kk" hreflang="kk" class="interlanguage-link-target"><span>Қазақша</span></a></li><li class="interlanguage-link interwiki-lld mw-list-item"><a href="https://lld.wikipedia.org/wiki/Escopete" title="Escopete (Ladin)" lang="lld" hreflang="lld" class="interlanguage-link-target"><span>Ladin</span></a></li><li class="interlanguage-link interwiki-lmo mw-list-item"><a href="https://lmo.wikipedia.org/wiki/Escopete" title="Escopete (lombardo)" lang="lmo" hreflang="lmo" class="interlanguage-link-target"><span>Lombard</span></a></li><li class="interlanguage-link interwiki-ms mw-list-item"><a href="https://ms.wikipedia.org/wiki/Escopete" title="Escopete (malayo)" lang="ms" hreflang="ms" class="interlanguage-link-target"><span>Bahasa Melayu</span></a></li><li class="interlanguage-link interwiki-nl mw-list-item"><a href="https://nl.wikipedia.org/wiki/Escopete" title="Escopete (neerlandés)" lang="nl" hreflang="nl" class="interlanguage-link-target"><span>Nederlands</span></a></li><li class="interlanguage-link interwiki-oc mw-list-item"><a href="https://oc.wikipedia.org/wiki/Escopete" title="Escopete (occitano)" lang="oc" hreflang="oc" class="interlanguage-link-target"><span>Occitan</span></a></li><li class="interlanguage-link interwiki-pl mw-list-item"><a href="https://pl.wikipedia.org/wiki/Escopete" title="Escopete (polaco)" lang="pl" hreflang="pl" class="interlanguage-link-target"><span>Polski</span></a></li><li class="interlanguage-link interwiki-pt mw-list-item"><a href="https://pt.wikipedia.org/wiki/Escopete" title="Escopete (portugués)" lang="pt" hreflang="pt" class="interlanguage-link-target"><span>Português</span></a></li><li class="interlanguage-link interwiki-ru mw-list-item"><a href="https://ru.wikipedia.org/wiki/%D0%AD%D1%81%D0%BA%D0%BE%D0%BF%D0%B5%D1%82%D0%B5" title="Эскопете (ruso)" lang="ru" hreflang="ru" class="interlanguage-link-target"><span>Русский</span></a></li><li class="interlanguage-link interwiki-sv mw-list-item"><a href="https://sv.wikipedia.org/wiki/Escopete" title="Escopete (sueco)" lang="sv" hreflang="sv" class="interlanguage-link-target"><span>Svenska</span></a></li><li class="interlanguage-link interwiki-tt mw-list-item"><a href="https://tt.wikipedia.org/wiki/%D0%AD%D1%81%D0%BA%D0%BE%D0%BF%D0%B5%D1%82%D0%B5" title="Эскопете (tártaro)" lang="tt" hreflang="tt" class="interlanguage-link-target"><span>Татарча / tatarça</span></a></li><li class="interlanguage-link interwiki-uk mw-list-item"><a href="https://uk.wikipedia.org/wiki/%D0%95%D1%81%D0%BA%D0%BE%D0%BF%D0%B5%D1%82%D0%B5" title="Ескопете (ucraniano)" lang="uk" hreflang="uk" class="interlanguage-link-target"><span>Українська</span></a></li><li class="interlanguage-link interwiki-vec mw-list-item"><a href="https://vec.wikipedia.org/wiki/Escopete" title="Escopete (Venetian)" lang="vec" hreflang="vec" class="interlanguage-link-target"><span>Vèneto</span></a></li><li class="interlanguage-link interwiki-vi mw-list-item"><a href="https://vi.wikipedia.org/wiki/Escopete" title="Escopete (vietnamita)" lang="vi" hreflang="vi" class="interlanguage-link-target"><span>Tiếng Việt</span></a></li><li class="interlanguage-link interwiki-war mw-list-item"><a href="https://war.wikipedia.org/wiki/Escopete" title="Escopete (waray)" lang="war" hreflang="war" class="interlanguage-link-target"><span>Winaray</span></a></li><li class="interlanguage-link interwiki-zh mw-list-item"><a href="https://zh.wikipedia.org/wiki/%E5%9F%83%E6%96%AF%E7%A7%91%E4%BD%A9%E7%89%B9" title="埃斯科佩特 (chino)" lang="zh" hreflang="zh" class="interlanguage-link-target"><span>中文</span></a></li><li class="interlanguage-link interwiki-zh-min-nan mw-list-item"><a href="https://zh-min-nan.wikipedia.org/wiki/Escopete" title="Escopete (chino min nan)" lang="nan" hreflang="nan" class="interlanguage-link-target"><span>閩南語 / Bân-lâm-gú</span></a></li>
+			</ul>
+			<div class="after-portlet after-portlet-lang"><span class="wb-langlinks-edit wb-langlinks-link"><a href="https://www.wikidata.org/wiki/Special:EntityPage/Q1653851#sitelinks-wikipedia" title="Editar enlaces interlingüisticos" class="wbc-editpage">Modificar os enlaces</a></span></div>
+		</div>
+
+	</div>
+</div>
+</header>
+				<div class="vector-page-toolbar">
+					<div class="vector-page-toolbar-container">
+						<div id="left-navigation">
+							<nav aria-label="Espacios de nombres">
+								
+<div id="p-associated-pages" class="vector-menu vector-menu-tabs mw-portlet mw-portlet-associated-pages"  >
+	<div class="vector-menu-content">
+		
+		<ul class="vector-menu-content-list">
+			
+			<li id="ca-nstab-main" class="selected vector-tab-noicon mw-list-item"><a href="/wiki/Escopete" title="Veyer a pachina [c]" accesskey="c"><span>Pachina</span></a></li><li id="ca-talk" class="new vector-tab-noicon mw-list-item"><a href="/w/index.php?title=Descusi%C3%B3n:Escopete&amp;action=edit&amp;redlink=1" rel="discussion" title="Descusión sobre l&#039;articlo (a pachina encara no existe) [t]" accesskey="t"><span>Discusión</span></a></li>
+		</ul>
+		
+	</div>
+</div>
+
+								
+<div id="p-variants" class="vector-dropdown emptyPortlet"  >
+	<input type="checkbox" id="p-variants-checkbox" role="button" aria-haspopup="true" data-event-name="ui.dropdown-p-variants" class="vector-dropdown-checkbox " aria-label="Cambiar variante de idioma"   >
+	<label id="p-variants-label" for="p-variants-checkbox" class="vector-dropdown-label cdx-button cdx-button--fake-button cdx-button--fake-button--enabled cdx-button--weight-quiet" aria-hidden="true"  ><span class="vector-dropdown-label-text">aragonés</span>
+	</label>
+	<div class="vector-dropdown-content">
+
+
+					
+<div id="p-variants" class="vector-menu mw-portlet mw-portlet-variants emptyPortlet"  >
+	<div class="vector-menu-content">
+		
+		<ul class="vector-menu-content-list">
+			
+			
+		</ul>
+		
+	</div>
+</div>
+
+				
+	</div>
+</div>
+
+							</nav>
+						</div>
+						<div id="right-navigation" class="vector-collapsible">
+							<nav aria-label="Visualizacions">
+								
+<div id="p-views" class="vector-menu vector-menu-tabs mw-portlet mw-portlet-views"  >
+	<div class="vector-menu-content">
+		
+		<ul class="vector-menu-content-list">
+			
+			<li id="ca-view" class="selected vector-tab-noicon mw-list-item"><a href="/wiki/Escopete"><span>Leyer</span></a></li><li id="ca-ve-edit" class="vector-tab-noicon mw-list-item"><a href="/w/index.php?title=Escopete&amp;veaction=edit" title="Editar esta página [v]" accesskey="v"><span>Editar</span></a></li><li id="ca-edit" class="collapsible vector-tab-noicon mw-list-item"><a href="/w/index.php?title=Escopete&amp;action=edit" title="Editar el código fuente de esta página [e]" accesskey="e"><span>Modificar codigo</span></a></li><li id="ca-history" class="vector-tab-noicon mw-list-item"><a href="/w/index.php?title=Escopete&amp;action=history" title="Versions anteriors d&#039;ista pachina. [h]" accesskey="h"><span>Amostrar l'historial</span></a></li>
+		</ul>
+		
+	</div>
+</div>
+
+							</nav>
+				
+							<nav class="vector-page-tools-landmark" aria-label="Página de herramientas">
+								
+<div id="vector-page-tools-dropdown" class="vector-dropdown vector-page-tools-dropdown"  >
+	<input type="checkbox" id="vector-page-tools-dropdown-checkbox" role="button" aria-haspopup="true" data-event-name="ui.dropdown-vector-page-tools-dropdown" class="vector-dropdown-checkbox "  aria-label="Ferramientas"  >
+	<label id="vector-page-tools-dropdown-label" for="vector-page-tools-dropdown-checkbox" class="vector-dropdown-label cdx-button cdx-button--fake-button cdx-button--fake-button--enabled cdx-button--weight-quiet" aria-hidden="true"  ><span class="vector-dropdown-label-text">Ferramientas</span>
+	</label>
+	<div class="vector-dropdown-content">
+
+
+									<div id="vector-page-tools-unpinned-container" class="vector-unpinned-container">
+						
+<div id="vector-page-tools" class="vector-page-tools vector-pinnable-element">
+	<div
+	class="vector-pinnable-header vector-page-tools-pinnable-header vector-pinnable-header-unpinned"
+	data-feature-name="page-tools-pinned"
+	data-pinnable-element-id="vector-page-tools"
+	data-pinned-container-id="vector-page-tools-pinned-container"
+	data-unpinned-container-id="vector-page-tools-unpinned-container"
+>
+	<div class="vector-pinnable-header-label">Herramientas</div>
+	<button class="vector-pinnable-header-toggle-button vector-pinnable-header-pin-button" data-event-name="pinnable-header.vector-page-tools.pin">mover a la barra lateral</button>
+	<button class="vector-pinnable-header-toggle-button vector-pinnable-header-unpin-button" data-event-name="pinnable-header.vector-page-tools.unpin">ocultar</button>
+</div>
+
+	
+<div id="p-cactions" class="vector-menu mw-portlet mw-portlet-cactions emptyPortlet vector-has-collapsible-items"  title="Más opciones" >
+	<div class="vector-menu-heading">
+		Acciones
+	</div>
+	<div class="vector-menu-content">
+		
+		<ul class="vector-menu-content-list">
+			
+			<li id="ca-more-view" class="selected vector-more-collapsible-item mw-list-item"><a href="/wiki/Escopete"><span>Leyer</span></a></li><li id="ca-more-ve-edit" class="vector-more-collapsible-item mw-list-item"><a href="/w/index.php?title=Escopete&amp;veaction=edit" title="Editar esta página [v]" accesskey="v"><span>Editar</span></a></li><li id="ca-more-edit" class="collapsible vector-more-collapsible-item mw-list-item"><a href="/w/index.php?title=Escopete&amp;action=edit" title="Editar el código fuente de esta página [e]" accesskey="e"><span>Modificar codigo</span></a></li><li id="ca-more-history" class="vector-more-collapsible-item mw-list-item"><a href="/w/index.php?title=Escopete&amp;action=history"><span>Amostrar l'historial</span></a></li>
+		</ul>
+		
+	</div>
+</div>
+
+<div id="p-tb" class="vector-menu mw-portlet mw-portlet-tb"  >
+	<div class="vector-menu-heading">
+		General
+	</div>
+	<div class="vector-menu-content">
+		
+		<ul class="vector-menu-content-list">
+			
+			<li id="t-whatlinkshere" class="mw-list-item"><a href="/wiki/Especial:LoQueEnlazaAqu%C3%AD/Escopete" title="Lista de todas as pachinas d&#039;o wiki vinculatas con ista [j]" accesskey="j"><span>Pachinas que enlazan con ista</span></a></li><li id="t-recentchangeslinked" class="mw-list-item"><a href="/wiki/Especial:CambiosEnEnlazadas/Escopete" rel="nofollow" title="Zaguers cambeos en as pachinas que tienen vinclos enta ista [k]" accesskey="k"><span>Cambios relacionatos</span></a></li><li id="t-upload" class="mw-list-item"><a href="//commons.wikimedia.org/wiki/Special:UploadWizard?uselang=an" title="Lista de todas as pachinas especials [u]" accesskey="u"><span>Cargar fichero</span></a></li><li id="t-specialpages" class="mw-list-item"><a href="/wiki/Especial:Pachinas_especials" title="Lista de todas as pachinas especials [q]" accesskey="q"><span>Pachinas especials</span></a></li><li id="t-permalink" class="mw-list-item"><a href="/w/index.php?title=Escopete&amp;oldid=2049929" title="Vinclo permanent ta ista versión d&#039;a pachina"><span>Vinclo permanent</span></a></li><li id="t-info" class="mw-list-item"><a href="/w/index.php?title=Escopete&amp;action=info" title="Más información sobre esta página"><span>Información d'a pachina</span></a></li><li id="t-cite" class="mw-list-item"><a href="/w/index.php?title=Especial:Citar&amp;page=Escopete&amp;id=2049929&amp;wpFormIdentifier=titleform" title="Información de como citar ista pachina"><span>Citar ista pachina</span></a></li><li id="t-urlshortener" class="mw-list-item"><a href="/w/index.php?title=Especial:Acortador_de_URL&amp;url=https%3A%2F%2Fan.wikipedia.org%2Fwiki%2FEscopete"><span>Obtener URL acortado</span></a></li><li id="t-urlshortener-qrcode" class="mw-list-item"><a href="/w/index.php?title=Especial:QrCode&amp;url=https%3A%2F%2Fan.wikipedia.org%2Fwiki%2FEscopete"><span>Descargar código QR</span></a></li><li id="t-wikibase" class="mw-list-item"><a href="https://www.wikidata.org/wiki/Special:EntityPage/Q1653851" title="Enlace al elemento conectado del repositorio de datos [g]" accesskey="g"><span>Elemento de Wikidata</span></a></li>
+		</ul>
+		
+	</div>
+</div>
+
+<div id="p-coll-print_export" class="vector-menu mw-portlet mw-portlet-coll-print_export"  >
+	<div class="vector-menu-heading">
+		Imprentar/exportar
+	</div>
+	<div class="vector-menu-content">
+		
+		<ul class="vector-menu-content-list">
+			
+			<li id="coll-create_a_book" class="mw-list-item"><a href="/w/index.php?title=Especial:Libro&amp;bookcmd=book_creator&amp;referer=Escopete"><span>Creyar un libro</span></a></li><li id="coll-download-as-rl" class="mw-list-item"><a href="/w/index.php?title=Especial:DownloadAsPdf&amp;page=Escopete&amp;action=show-download-screen"><span>Descargar como PDF</span></a></li><li id="t-print" class="mw-list-item"><a href="/w/index.php?title=Escopete&amp;printable=yes" title="Versión d&#039;ista pachina ta imprentar [p]" accesskey="p"><span>Versión ta imprentar</span></a></li>
+		</ul>
+		
+	</div>
+</div>
+
+<div id="p-wikibase-otherprojects" class="vector-menu mw-portlet mw-portlet-wikibase-otherprojects"  >
+	<div class="vector-menu-heading">
+		En otros proyectos
+	</div>
+	<div class="vector-menu-content">
+		
+		<ul class="vector-menu-content-list">
+			
+			<li class="wb-otherproject-link wb-otherproject-commons mw-list-item"><a href="https://commons.wikimedia.org/wiki/Category:Escopete" hreflang="en"><span>Wikimedia Commons</span></a></li>
+		</ul>
+		
+	</div>
+</div>
+
+</div>
+
+									</div>
+				
+	</div>
+</div>
+
+							</nav>
+						</div>
+					</div>
+				</div>
+				<div class="vector-column-end">
+					<div class="vector-sticky-pinned-container">
+						<nav class="vector-page-tools-landmark" aria-label="Página de herramientas">
+							<div id="vector-page-tools-pinned-container" class="vector-pinned-container">
+				
+							</div>
+		</nav>
+						<nav class="vector-appearance-landmark" aria-label="Tema">
+						</nav>
+					</div>
+				</div>
+				<div id="bodyContent" class="vector-body" aria-labelledby="firstHeading" data-mw-ve-target-container>
+					<div class="vector-body-before-content">
+							<div class="mw-indicators">
+		</div>
+
+						<div id="siteSub" class="noprint">De Biquipedia</div>
+					</div>
+					<div id="contentSub"><div id="mw-content-subtitle"></div></div>
+					
+					
+					<div id="mw-content-text" class="mw-body-content"><div class="mw-content-ltr mw-parser-output" lang="an" dir="ltr"><table style="margin: 0 auto; width:80%; background-color:#FDFDFD; border:1px solid #F8F8F8; padding:4px; text-align: center; font-size:85%;">
+
+<tbody><tr>
+<td><span typeof="mw:File"><a href="/wiki/Imachen:Translate_icon.svg" class="mw-file-description"><img src="//upload.wikimedia.org/wikipedia/commons/thumb/3/37/Translate_icon.svg/35px-Translate_icon.svg.png" decoding="async" width="35" height="34" class="mw-file-element" srcset="//upload.wikimedia.org/wikipedia/commons/thumb/3/37/Translate_icon.svg/53px-Translate_icon.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/3/37/Translate_icon.svg/70px-Translate_icon.svg.png 2x" data-file-width="243" data-file-height="235" /></a></span>
+</td>
+<td>Iste articlo ye en proceso de cambio enta la <a href="/wiki/Wikipedia:Ortograf%C3%ADa_consensuada" title="Wikipedia:Ortografía consensuada">ortografía oficial de Biquipedia</a> (la <i>Ortografía de l'aragonés</i> de l'<a href="/wiki/Academia_Aragonesa_d%27a_Luenga" title="Academia Aragonesa d&#39;a Luenga">Academia Aragonesa d'a Luenga</a>). Puez aduyar a completar este proceso revisando l'articlo, fendo-ie los cambios ortograficos necesarios y sacando dimpués ista plantilla.
+</td></tr></tbody></table>
+<table class="infobox geography" style="text-align:left; font-size:90%; width:23em">
+
+<tbody><tr>
+<td align="center" style="font-size:135%;" colspan="2"><b>Escopete</b>
+</td></tr>
+<tr>
+<td colspan="2" style="text-align:center; font-weight:bold; background-color:#ECE0F8"><a href="/wiki/Categor%C3%ADa:Localidaz_d%27Espanya" title="Categoría:Localidaz d&#39;Espanya">Municipio</a> de <a href="/wiki/Castiella-La_Mancha" title="Castiella-La Mancha">Castiella-La Mancha</a>
+</td></tr>
+
+<tr class="mergedtoprow">
+<td colspan="2" class="maptable" style="padding:0em 0em 0em 0em; text-align:center;">
+<table style="width:99%; background:white; text-align:center; padding:0.4em 0.8em 0.4em 0.8em;">
+<tbody><tr>
+<td style="vertical-align:middle; text-align:center;"><span typeof="mw:File"><a href="/wiki/Imachen:Escudo_de_Escopete_(Guadalajara).svg" class="mw-file-description" title="Escudo d&#39;armas"><img alt="Escudo d&#39;armas" src="//upload.wikimedia.org/wikipedia/commons/thumb/0/0a/Escudo_de_Escopete_%28Guadalajara%29.svg/70px-Escudo_de_Escopete_%28Guadalajara%29.svg.png" decoding="async" width="70" height="122" class="mw-file-element" srcset="//upload.wikimedia.org/wikipedia/commons/thumb/0/0a/Escudo_de_Escopete_%28Guadalajara%29.svg/105px-Escudo_de_Escopete_%28Guadalajara%29.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/0/0a/Escudo_de_Escopete_%28Guadalajara%29.svg/140px-Escudo_de_Escopete_%28Guadalajara%29.svg.png 2x" data-file-width="512" data-file-height="894" /></a></span>
+</td></tr></tbody></table>
+</td></tr>
+
+<tr align="center">
+<td colspan="2" class="maptable" style="padding:0.3em 0.3em 0em 0em; text-align:center;"><div class="center"><span typeof="mw:File"><a href="/wiki/Imachen:Iglesia_de_Nuestra_Se%C3%B1ora_de_la_Asunci%C3%B3n._Escopete_(Guadalajara).jpg" class="mw-file-description"><img src="//upload.wikimedia.org/wikipedia/commons/thumb/a/aa/Iglesia_de_Nuestra_Se%C3%B1ora_de_la_Asunci%C3%B3n._Escopete_%28Guadalajara%29.jpg/250px-Iglesia_de_Nuestra_Se%C3%B1ora_de_la_Asunci%C3%B3n._Escopete_%28Guadalajara%29.jpg" decoding="async" width="250" height="145" class="mw-file-element" srcset="//upload.wikimedia.org/wikipedia/commons/thumb/a/aa/Iglesia_de_Nuestra_Se%C3%B1ora_de_la_Asunci%C3%B3n._Escopete_%28Guadalajara%29.jpg/375px-Iglesia_de_Nuestra_Se%C3%B1ora_de_la_Asunci%C3%B3n._Escopete_%28Guadalajara%29.jpg 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/a/aa/Iglesia_de_Nuestra_Se%C3%B1ora_de_la_Asunci%C3%B3n._Escopete_%28Guadalajara%29.jpg/500px-Iglesia_de_Nuestra_Se%C3%B1ora_de_la_Asunci%C3%B3n._Escopete_%28Guadalajara%29.jpg 2x" data-file-width="1800" data-file-height="1047" /></a></span></div>
+</td></tr>
+<tr>
+<td style="border-top:solid 1px #ccd2d9; padding:0.4em 0.5em 0.4em 1em"><b>Entidat</b><br />&#160;&#8226; <a href="/wiki/Estau" title="Estau">Estau</a><br />&#160;&#8226; <a href="/wiki/Comunidat_autonoma" title="Comunidat autonoma">Comunidat</a><br />&#160;&#8226; <a href="/wiki/Provincias_d%27Espanya" title="Provincias d&#39;Espanya">Provincia</a><br />&#160;&#8226; <a href="/wiki/Comarca" title="Comarca">Comarca</a>
+</td>
+<td style="border-top:solid 1px #ccd2d9; padding:0.4em 0.5em 0.4em 1em"><a href="/wiki/Categor%C3%ADa:Localidaz_d%27Espanya" title="Categoría:Localidaz d&#39;Espanya">Municipio</a><br /><span class="mw-image-border" typeof="mw:File"><a href="/wiki/Imachen:Flag_of_Spain.svg" class="mw-file-description"><img src="//upload.wikimedia.org/wikipedia/commons/thumb/9/9a/Flag_of_Spain.svg/18px-Flag_of_Spain.svg.png" decoding="async" width="18" height="12" class="mw-file-element" srcset="//upload.wikimedia.org/wikipedia/commons/thumb/9/9a/Flag_of_Spain.svg/27px-Flag_of_Spain.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/9/9a/Flag_of_Spain.svg/36px-Flag_of_Spain.svg.png 2x" data-file-width="750" data-file-height="500" /></a></span>&#160;<a href="/wiki/Espanya" title="Espanya">Espanya</a><br /><span class="mw-image-border" typeof="mw:File"><a href="/wiki/Imachen:Bandera_Castilla-La_Mancha.svg" class="mw-file-description"><img src="//upload.wikimedia.org/wikipedia/commons/thumb/d/d4/Bandera_Castilla-La_Mancha.svg/18px-Bandera_Castilla-La_Mancha.svg.png" decoding="async" width="18" height="9" class="mw-file-element" srcset="//upload.wikimedia.org/wikipedia/commons/thumb/d/d4/Bandera_Castilla-La_Mancha.svg/27px-Bandera_Castilla-La_Mancha.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/d/d4/Bandera_Castilla-La_Mancha.svg/36px-Bandera_Castilla-La_Mancha.svg.png 2x" data-file-width="1000" data-file-height="500" /></a></span>&#160;<a href="/wiki/Castiella-La_Mancha" title="Castiella-La Mancha">Castiella-La Mancha</a><br /><a href="/wiki/Provincia_de_Guadalachara" title="Provincia de Guadalachara">Guadalachara</a><br /><a href="/wiki/La_Alcarria" class="mw-redirect" title="La Alcarria">La Alcarria</a>
+</td></tr>
+
+
+
+
+
+<tr>
+<td style="border-top:solid 1px #ccd2d9; padding:0.4em 0.5em 0.4em 1em"><b><a href="/wiki/Superficie" title="Superficie">Superficie</a></b>
+</td>
+<td style="border-top:solid 1px #ccd2d9; padding:0.4em 0.5em 0.4em 1em">19,01 <a href="/wiki/Km%C2%B2" class="mw-redirect" title="Km²">km²</a>
+</td></tr>
+<tr>
+<td style="border-top:solid 1px #ccd2d9; padding:0.4em 0.5em 0.4em 1em"><b><a href="/wiki/Poblaci%C3%B3n_humana" title="Población humana">Población</a></b><br />&#160;&#8226; <b>Total</b>
+</td>
+<td style="border-top:solid 1px #ccd2d9; padding:0.4em 0.5em 0.4em 1em"><br />68 hab.<small>&#160;(<a href="/wiki/2013" title="2013">2013</a>)</small>
+</td></tr>
+<tr>
+<td style="border-top:solid 1px #ccd2d9; padding:0.4em 0.5em 0.4em 1em"><b><a href="/wiki/Altaria" class="mw-redirect" title="Altaria">Altaria</a></b><br />&#160;&#8226; Meyana
+</td>
+<td style="border-top:solid 1px #ccd2d9; padding:0.4em 0.5em 0.4em 1em"><br />860&#160;<a href="/wiki/Metro" title="Metro">m.</a>
+</td></tr>
+<tr>
+<td style="border-top:solid 1px #ccd2d9; padding:0.4em 0.5em 0.4em 1em"><b><a href="/wiki/Distancia" title="Distancia">Distancia</a></b><br />&#160;&#8226;  47 <a href="/wiki/Km" class="mw-redirect" title="Km">km</a>
+</td>
+<td style="border-top:solid 1px #ccd2d9; padding:0.4em 0.5em 0.4em 1em"><br />enta <a href="/wiki/Guadalachara" title="Guadalachara">Guadalachara</a>
+</td></tr>
+<tr>
+<td style="border-top:solid 1px #ccd2d9; padding:0.4em 0.5em 0.4em 1em"><b><a href="/wiki/Alcalde" title="Alcalde">Alcalde</a></b>
+</td>
+<td style="border-top:solid 1px #ccd2d9; padding:0.4em 0.5em 0.4em 1em"><a href="/w/index.php?title=Hilario_Lopez_Ferrer&amp;action=edit&amp;redlink=1" class="new" title="Hilario Lopez Ferrer (a pachina encara no existe)">Hilario Lopez Ferrer</a>
+</td></tr>
+<tr>
+<td style="border-top:solid 1px #ccd2d9; padding:0.4em 0.5em 0.4em 1em"><b><a href="/wiki/Codigo_postal" title="Codigo postal">Codigo postal</a></b>
+</td>
+<td style="border-top:solid 1px #ccd2d9; padding:0.4em 0.5em 0.4em 1em">19119
+</td></tr>
+
+
+<tr>
+<td style="border-top:solid 1px #ccd2d9; padding:0.4em 0.5em 0.4em 1em"><b><a href="/wiki/Chentilicio" title="Chentilicio">Chentilicio</a></b>
+</td>
+<td style="border-top:solid 1px #ccd2d9; padding:0.4em 0.5em 0.4em 1em">escopetero / escopetera <br /> <small>(en <a href="/wiki/Idioma_castellano" title="Idioma castellano">castellano</a>)</small>
+</td></tr>
+
+
+
+
+
+<tr>
+<td style="border-top:solid 1px #ccd2d9; padding:0.4em 0.5em 0.4em 1em"><b><a href="/wiki/Coordenadas_cheograficas" title="Coordenadas cheograficas">Coordenadas</a></b>
+</td>
+<td style="border-top:solid 1px #ccd2d9; padding:0.4em 0.5em 0.4em 1em"><span style="font-size: 95%"> <div class="center"><a rel="nofollow" class="external text" href="http://tools.wikimedia.de/~magnus/geo/geohack.php?language=an&amp;params=40_24_59_N_03_00_23_W_type:city_region:ES">40°24’59’’N&#160;3°&#160;0’23’’U</a> </div>
+</span></td></tr>
+<tr>
+<td colspan="2" align="center" style="padding: 0 0 0 0; background:#F9F9F9;"><div class="noviewer thumb tnone"><div class="thumbinner" style="width:252px;border:none"><div style="position:relative;width:250px"><span typeof="mw:File"><a href="/wiki/Imachen:Castilla-La_Mancha-loc.svg" class="mw-file-description"><img alt="Escopete ubicada en Castiella-La Mancha" src="//upload.wikimedia.org/wikipedia/commons/thumb/9/9c/Castilla-La_Mancha-loc.svg/250px-Castilla-La_Mancha-loc.svg.png" decoding="async" width="250" height="252" class="mw-file-element" srcset="//upload.wikimedia.org/wikipedia/commons/thumb/9/9c/Castilla-La_Mancha-loc.svg/375px-Castilla-La_Mancha-loc.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/9/9c/Castilla-La_Mancha-loc.svg/500px-Castilla-La_Mancha-loc.svg.png 2x" data-file-width="512" data-file-height="517" /></a></span><div style="position:absolute;top:29.605%;left:53.664%;height:0;width:0;margin:0;padding:0"><div style="position:absolute;text-align:center;left:-6px;top:-6px;width:12px;font-size:12px;line-height:0"><span typeof="mw:File"><span title="Escopete"><img alt="Escopete" src="//upload.wikimedia.org/wikipedia/commons/thumb/d/d2/Map_pointer.svg/12px-Map_pointer.svg.png" decoding="async" width="12" height="12" class="mw-file-element" srcset="//upload.wikimedia.org/wikipedia/commons/thumb/d/d2/Map_pointer.svg/18px-Map_pointer.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/d/d2/Map_pointer.svg/24px-Map_pointer.svg.png 2x" data-file-width="30" data-file-height="30" /></span></span></div><div style="font-size:90%;line-height:110%;position:absolute;width:6em;top:-0.75em;left:7px;text-align:left"><span style="padding:1px;float:left">Escopete</span></div></div></div><div class="thumbcaption"><div class="magnify"><a href="/wiki/Imachen:Castilla-La_Mancha-loc.svg" title="Imachen:Castilla-La Mancha-loc.svg"> </a></div><span style="font-size:smaller">Escopete en Castiella-La Mancha</span></div></div></div>
+</td></tr>
+
+</tbody></table>
+<p><b>Escopete</b> ye un <a href="/wiki/Municipio" title="Municipio">municipio</a> d'a <a href="/wiki/Provincia_de_Guadalachara" title="Provincia de Guadalachara">provincia de Guadalachara</a>, en a <a href="/wiki/Comunidat_autonoma" title="Comunidat autonoma">comunidat autonoma</a> de <a href="/wiki/Castiella-La_Mancha" title="Castiella-La Mancha">Castiella-La Mancha</a>, <a href="/wiki/Espanya" title="Espanya">Espanya</a>, <a href="/wiki/Comarcas_de_Castiella-La_Mancha" title="Comarcas de Castiella-La Mancha">comarca</a> de <a href="/wiki/La_Alcarria" class="mw-redirect" title="La Alcarria">La Alcarria</a> y <a href="/wiki/Partiu_chudicial" title="Partiu chudicial">partiu chudicial</a> de <a href="/wiki/Guadalachara" title="Guadalachara">Guadalachara</a>.
+</p><p>A suya <a href="/wiki/Poblaci%C3%B3n_humana" title="Población humana">población</a> ye de 84 habitants (<a href="/wiki/2007" title="2007">2007</a>), en una <a href="/wiki/Superficie" title="Superficie">superficie</a> de 19,01 <a href="/wiki/Km%C2%B2" class="mw-redirect" title="Km²">km²</a> y una <a href="/wiki/Densidat_de_poblaci%C3%B3n" title="Densidat de población">densidat de población</a> de 4,42 hab/km².
+</p>
+<meta property="mw:PageProp/toc" />
+<h2><span id="Cheograf.C3.ADa"></span><span class="mw-headline" id="Cheografía">Cheografía</span><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Escopete&amp;veaction=edit&amp;section=1" title="Editar a sección: Cheografía" class="mw-editsection-visualeditor"><span>editar</span></a><span class="mw-editsection-divider"> | </span><a href="/w/index.php?title=Escopete&amp;action=edit&amp;section=1" title="Editar el código fuente de la sección: Cheografía"><span>modificar o codigo</span></a><span class="mw-editsection-bracket">]</span></span></h2>
+<p>Ye situato a 860 <a href="/wiki/Metro" title="Metro">metros</a> d'<a href="/wiki/Altaria" class="mw-redirect" title="Altaria">altaria</a> sobre o ran d'a <a href="/wiki/Mar" title="Mar">mar</a>, a una <a href="/wiki/Distancia" title="Distancia">distancia</a> de 47&#160;km de <a href="/wiki/Guadalachara" title="Guadalachara">Guadalachara</a>, a <a href="/wiki/Capital_(politica)" title="Capital (politica)">capital</a> d'a suya provincia, y d'o suyo termin municipal fa parti o <a href="/wiki/Lugar" title="Lugar">lugar</a> de <a href="/w/index.php?title=Monteumbr%C3%ADa&amp;action=edit&amp;redlink=1" class="new" title="Monteumbría (a pachina encara no existe)">Monteumbría</a>.
+</p>
+<h2><span class="mw-headline" id="Historia">Historia</span><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Escopete&amp;veaction=edit&amp;section=2" title="Editar a sección: Historia" class="mw-editsection-visualeditor"><span>editar</span></a><span class="mw-editsection-divider"> | </span><a href="/w/index.php?title=Escopete&amp;action=edit&amp;section=2" title="Editar el código fuente de la sección: Historia"><span>modificar o codigo</span></a><span class="mw-editsection-bracket">]</span></span></h2>
+<p>Escopete ye citato en as <i><a href="/w/index.php?title=Relaciones_Topogr%C3%A1ficas_de_los_pueblos_de_Espanya&amp;action=edit&amp;redlink=1" class="new" title="Relaciones Topográficas de los pueblos de Espanya (a pachina encara no existe)">Relaciones Topográficas de los pueblos de Espanya</a></i>, feitas por <a href="/wiki/Felipe_I_d%27Arag%C3%B3n" title="Felipe I d&#39;Aragón">Felipe II</a> de <a href="/wiki/Reino_de_Castiella" title="Reino de Castiella">Castiella</a> en <a href="/wiki/1578" title="1578">1578</a>.
+</p>
+<h2><span id="Administraci.C3.B3n"></span><span class="mw-headline" id="Administración">Administración</span><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Escopete&amp;veaction=edit&amp;section=3" title="Editar a sección: Administración" class="mw-editsection-visualeditor"><span>editar</span></a><span class="mw-editsection-divider"> | </span><a href="/w/index.php?title=Escopete&amp;action=edit&amp;section=3" title="Editar el código fuente de la sección: Administración"><span>modificar o codigo</span></a><span class="mw-editsection-bracket">]</span></span></h2>
+<h3><span class="mw-headline" id="Alcaldes">Alcaldes</span><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Escopete&amp;veaction=edit&amp;section=4" title="Editar a sección: Alcaldes" class="mw-editsection-visualeditor"><span>editar</span></a><span class="mw-editsection-divider"> | </span><a href="/w/index.php?title=Escopete&amp;action=edit&amp;section=4" title="Editar el código fuente de la sección: Alcaldes"><span>modificar o codigo</span></a><span class="mw-editsection-bracket">]</span></span></h3>
+<table align="center" rules="all" cellspacing="0" cellpadding="3" style="border: 1px solid #999; border-right: 2px solid #999; border-bottom:2px solid #999">
+<caption style="font-weight: bold; font-size: 1.1em; margin-bottom: 0.5em;">Lista d'alcaldes
+</caption>
+<tbody><tr>
+<th style="background:#efefef;">Lechislatura
+</th>
+<th style="background:#efefef;">Nombre
+</th>
+<th style="background:#efefef;"><a href="/wiki/Partiu_politico" title="Partiu politico">Partiu politico</a>
+</th></tr>
+<tr>
+<td align="center"><a href="/wiki/1979" title="1979">1979</a>–<a href="/wiki/1983" title="1983">1983</a>
+</td>
+<td>
+</td>
+<td>
+</td></tr>
+<tr>
+<td align="center"><a href="/wiki/1983" title="1983">1983</a>–<a href="/wiki/1987" title="1987">1987</a>
+</td>
+<td>
+</td>
+<td>
+</td></tr>
+<tr>
+<td align="center"><a href="/wiki/1987" title="1987">1987</a>–<a href="/wiki/1991" title="1991">1991</a>
+</td>
+<td>
+</td>
+<td>
+</td></tr>
+<tr>
+<td align="center"><a href="/wiki/1991" title="1991">1991</a>–<a href="/wiki/1995" title="1995">1995</a>
+</td>
+<td>
+</td>
+<td>
+</td></tr>
+<tr>
+<td align="center"><a href="/wiki/1995" title="1995">1995</a>–<a href="/wiki/1999" title="1999">1999</a>
+</td>
+<td>
+</td>
+<td>
+</td></tr>
+<tr>
+<td align="center"><a href="/wiki/1999" title="1999">1999</a>–<a href="/wiki/2003" title="2003">2003</a>
+</td>
+<td>
+</td>
+<td>
+</td></tr>
+<tr>
+<td align="center"><a href="/wiki/2003" title="2003">2003</a>–<a href="/wiki/2007" title="2007">2007</a>
+</td>
+<td>
+</td>
+<td>
+</td></tr>
+<tr>
+<td align="center"><a href="/wiki/2007" title="2007">2007</a>–<a href="/wiki/2011" title="2011">2011</a>
+</td>
+<td>Hilario López Herrer
+</td>
+<td><a href="/wiki/Partido_Socialista_Obrero_Espa%C3%B1ol" title="Partido Socialista Obrero Español">Partido Socialista Obrero Español</a>
+</td></tr></tbody></table>
+<h2><span class="mw-headline" id="Molimentos">Molimentos</span><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Escopete&amp;veaction=edit&amp;section=5" title="Editar a sección: Molimentos" class="mw-editsection-visualeditor"><span>editar</span></a><span class="mw-editsection-divider"> | </span><a href="/w/index.php?title=Escopete&amp;action=edit&amp;section=5" title="Editar el código fuente de la sección: Molimentos"><span>modificar o codigo</span></a><span class="mw-editsection-bracket">]</span></span></h2>
+<ul><li>Ilesia parroquial de l'Asunción, d'estilo <a href="/wiki/Arte_romanico" title="Arte romanico">romanico</a>, d'o <a href="/wiki/Sieglo_XIII" title="Sieglo XIII">sieglo XIII</a>.<sup id="cite_ref-Deputación_1-0" class="reference"><a href="#cite_note-Deputación-1">&#91;1&#93;</a></sup> Fue parcialment destruita en a <a href="/wiki/Guerra_Civil_espanyola" class="mw-redirect" title="Guerra Civil espanyola">Guerra Civil espanyola</a>.</li></ul>
+<h2><span class="mw-headline" id="Fiestas">Fiestas</span><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Escopete&amp;veaction=edit&amp;section=6" title="Editar a sección: Fiestas" class="mw-editsection-visualeditor"><span>editar</span></a><span class="mw-editsection-divider"> | </span><a href="/w/index.php?title=Escopete&amp;action=edit&amp;section=6" title="Editar el código fuente de la sección: Fiestas"><span>modificar o codigo</span></a><span class="mw-editsection-bracket">]</span></span></h2>
+<ul><li><a href="/wiki/11_d%27agosto" title="11 d&#39;agosto">11 d'agosto</a>.<sup id="cite_ref-Deputación_1-1" class="reference"><a href="#cite_note-Deputación-1">&#91;1&#93;</a></sup></li></ul>
+<h2><span class="mw-headline" id="Referencias">Referencias</span><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Escopete&amp;veaction=edit&amp;section=7" title="Editar a sección: Referencias" class="mw-editsection-visualeditor"><span>editar</span></a><span class="mw-editsection-divider"> | </span><a href="/w/index.php?title=Escopete&amp;action=edit&amp;section=7" title="Editar el código fuente de la sección: Referencias"><span>modificar o codigo</span></a><span class="mw-editsection-bracket">]</span></span></h2>
+<div class="listaref references-small">
+<ol class="references">
+<li id="cite_note-Deputación-1"><span class="mw-cite-backlink">↑ <sup><a href="#cite_ref-Deputación_1-0">1,0</a></sup> <sup><a href="#cite_ref-Deputación_1-1">1,1</a></sup></span> <span class="reference-text"><a rel="nofollow" class="external text" href="https://web.archive.org/web/20070205133452/http://www.dguadalajara.es/municipios/escopete.htm">Deputación Provincial de Guadalachara</a>.</span>
+</li>
+</ol></div>
+<h2><span class="mw-headline" id="Vinclos_externos">Vinclos externos</span><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Escopete&amp;veaction=edit&amp;section=8" title="Editar a sección: Vinclos externos" class="mw-editsection-visualeditor"><span>editar</span></a><span class="mw-editsection-divider"> | </span><a href="/w/index.php?title=Escopete&amp;action=edit&amp;section=8" title="Editar el código fuente de la sección: Vinclos externos"><span>modificar o codigo</span></a><span class="mw-editsection-bracket">]</span></span></h2>
+<ul><li><span style="font-family:sans-serif; cursor:default; color:#0000CD; font-size:1.2em; font-weight:bold;">(<span style="color: Navy; font-size:0.7em; position:relative; bottom:0.1em;">es</span>)</span> <a rel="nofollow" class="external text" href="https://web.archive.org/web/20070205133452/http://www.dguadalajara.es/municipios/escopete.htm">Escopete en a pachina web</a> d'a <a href="/w/index.php?title=Deputaci%C3%B3n_Provincial_de_Guadalachara&amp;action=edit&amp;redlink=1" class="new" title="Deputación Provincial de Guadalachara (a pachina encara no existe)">Deputación Provincial de Guadalachara</a>.</li></ul>
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+Escopete - Biquipedia, a enciclopedia libre
+Ir al contenido
+Menú principal
+Menú principal
+mover a la barra lateral
+ocultar
+Navego
+Portalada
+A tabierna
+Actualidat
+Zaguers cambeos
+Una pachina a l'azar
+Aduya
+Donativos
+Mirar
+Mirar-lo
+Creyar cuenta
+Dentrar-ie
+Ferramientas personals
+Creyar cuenta
+Dentrar-ie
+Páginas para editores desconectados más información
+Contribucions
+Pachina de descusión d'ista IP
+Contenidos
+mover a la barra lateral
+ocultar
+Inicio
+1Cheografía
+2Historia
+3Administración
+Alternar subsección Administración
+3.1Alcaldes
+4Molimentos
+5Fiestas
+6Referencias
+7Vinclos externos
+Cambiar a la tabla de contenidos
+Escopete
+32 idiomas
+Asturianu
+Brezhoneg
+Català
+Нохчийн
+Cebuano
+Deutsch
+English
+Esperanto
+Español
+Euskara
+Français
+Magyar
+Interlingua
+Interlingue
+Italiano
+Қазақша
+Ladin
+Lombard
+Bahasa Melayu
+Nederlands
+Occitan
+Polski
+Português
+Русский
+Svenska
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+Українська
+Vèneto
+Tiếng Việt
+Winaray
+中文
+閩南語 / Bân-lâm-gú
+Modificar os enlaces
+Pachina
+Discusión
+aragonés
+Leyer
+Editar
+Modificar codigo
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+Ferramientas
+Herramientas
+mover a la barra lateral
+ocultar
+Acciones
+Leyer
+Editar
+Modificar codigo
+Amostrar l'historial
+General
+Pachinas que enlazan con ista
+Cambios relacionatos
+Cargar fichero
+Pachinas especials
+Vinclo permanent
+Información d'a pachina
+Citar ista pachina
+Obtener URL acortado
+Descargar código QR
+Elemento de Wikidata
+Imprentar/exportar
+Creyar un libro
+Descargar como PDF
+Versión ta imprentar
+En otros proyectos
+Wikimedia Commons
+De Biquipedia
+Iste articlo ye en proceso de cambio enta la ortografía oficial de Biquipedia (la Ortografía de l'aragonés de l'Academia Aragonesa d'a Luenga). Puez aduyar a completar este proceso revisando l'articlo, fendo-ie los cambios ortograficos necesarios y sacando dimpués ista plantilla.
+Escopete
+Municipio de Castiella-La Mancha
+Entidat
+• Estau
+• Comunidat
+• Provincia
+• Comarca Municipio
+Espanya
+Castiella-La Mancha
+Guadalachara
+La Alcarria
+Superficie 19,01 km²
+Población
+• Total
+68 hab. (2013)
+Altaria
+• Meyana
+860 m.
+Distancia
+• 47 km
+enta Guadalachara
+Alcalde Hilario Lopez Ferrer
+Codigo postal 19119
+Chentilicio escopetero / escopetera
+(en castellano)
+Coordenadas
+40°24’59’’N 3° 0’23’’U
+Escopete
+Escopete en Castiella-La Mancha
+Escopete ye un municipio d'a provincia de Guadalachara, en a comunidat autonoma de Castiella-La Mancha, Espanya, comarca de La Alcarria y partiu chudicial de Guadalachara.
+A suya población ye de 84 habitants (2007), en una superficie de 19,01 km² y una densidat de población de 4,42 hab/km².
+Cheografía[editar | modificar o codigo]
+Ye situato a 860 metros d'altaria sobre o ran d'a mar, a una distancia de 47 km de Guadalachara, a capital d'a suya provincia, y d'o suyo termin municipal fa parti o lugar de Monteumbría.
+Historia[editar | modificar o codigo]
+Escopete ye citato en as Relaciones Topográficas de los pueblos de Espanya, feitas por Felipe II de Castiella en 1578.
+Administración[editar | modificar o codigo]
+Alcaldes[editar | modificar o codigo]
+Lista d'alcaldes
+Lechislatura
+Nombre
+Partiu politico
+1979–1983
+1983–1987
+1987–1991
+1991–1995
+1995–1999
+1999–2003
+2003–2007
+2007–2011 Hilario López Herrer Partido Socialista Obrero Español
+Molimentos[editar | modificar o codigo]
+Ilesia parroquial de l'Asunción, d'estilo romanico, d'o sieglo XIII.[1] Fue parcialment destruita en a Guerra Civil espanyola.
+Fiestas[editar | modificar o codigo]
+11 d'agosto.[1]
+Referencias[editar | modificar o codigo]
+↑ 1,0 1,1 Deputación Provincial de Guadalachara.
+Vinclos externos[editar | modificar o codigo]
+(es) Escopete en a pachina web d'a Deputación Provincial de Guadalachara.
+Obteniu de "https://an.wikipedia.org/w/index.php?title=Escopete&oldid=2049929"
+Categoría:
+Localidaz d'a provincia de Guadalachara
+Categorías amagadas:
+Biquiprochecto:Grafía/Articlos con grafía EFA
+Wikipedia:Articlos con datos por tresladar ta Wikidata
+Zaguera edición d'ista pachina o 17 ago 2023 a las 21:26.
+O texto ye disponible baixo a Licencia Creative Commons Atribución/Compartir-Igual; talment sigan d'aplicación clausulas adicionals. Mire-se os termins d'uso ta conoixer más detalles.
+Politica de privacidat
+Sobre Biquipedia
+Alvertencias chenerals
+Código de conducta
+Desembolicadors
+Estatisticas
+Declaración de cookies
+Versión ta mobils
+Activar o desactivar el límite de anchura del contenido
+
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From f9d929e45ff22e972e6eea8c59012c0e72140c1c Mon Sep 17 00:00:00 2001
From: Luca Foppiano <luca@foppiano.org>
Date: Tue, 16 Dec 2025 18:08:21 +0000
Subject: [PATCH 03/33] add makefile

---
 Makefile | 90 ++++++++++++++++++++++++++++++++++++++++++++++++++++++++
 1 file changed, 90 insertions(+)
 create mode 100644 Makefile

diff --git a/Makefile b/Makefile
new file mode 100644
index 0000000..5331da2
--- /dev/null
+++ b/Makefile
@@ -0,0 +1,90 @@
+install:
+	mvn clean install
+
+iterate:
+	@echo iterating over all of the local warcs:
+	@echo
+	@echo warc:
+	mvn -q exec:java -Dexec.mainClass=org.commoncrawl.whirlwind.ReadWARC -Dexec.args="whirlwind.warc.gz"
+	@echo
+	@echo wet:
+	mvn -q exec:java -Dexec.mainClass=org.commoncrawl.whirlwind.ReadWARC -Dexec.args="whirlwind.warc.wet.gz"
+	@echo
+	@echo wat:
+	mvn -q exec:java -Dexec.mainClass=org.commoncrawl.whirlwind.ReadWARC -Dexec.args="whirlwind.warc.wat.gz"
+	@echo
+
+# cdxj:
+# 	@echo "creating *.cdxj index files from the local warcs"
+# 	cdxj-indexer whirlwind.warc.gz > whirlwind.warc.cdxj
+# 	cdxj-indexer --records conversion whirlwind.warc.wet.gz > whirlwind.warc.wet.cdxj
+# 	cdxj-indexer whirlwind.warc.wat.gz > whirlwind.warc.wat.cdxj
+#
+# extract:
+# 	@echo "creating extraction.* from local warcs, the offset numbers are from the cdxj index"
+# 	warcio extract --payload whirlwind.warc.gz 1023 > extraction.html
+# 	warcio extract --payload whirlwind.warc.wet.gz 466 > extraction.txt
+# 	warcio extract --payload whirlwind.warc.wat.gz 443 > extraction.json
+# 	@echo "hint: python -m json.tool extraction.json"
+#
+# cdx_toolkit:
+# 	@echo demonstrate that we have this entry in the index
+# 	cdxt --crawl CC-MAIN-2024-22 --from 20240518015810 --to 20240518015810 iter an.wikipedia.org/wiki/Escopete
+# 	@echo
+# 	@echo cleanup previous work
+# 	rm -f TEST-000000.extracted.warc.gz
+# 	@echo retrieve the content from the commoncrawl s3 bucket
+# 	cdxt --crawl CC-MAIN-2024-22 --from 20240518015810 --to 20240518015810 warc an.wikipedia.org/wiki/Escopete
+# 	@echo
+# 	@echo index this new warc
+# 	cdxj-indexer TEST-000000.extracted.warc.gz  > TEST-000000.extracted.warc.cdxj
+# 	cat TEST-000000.extracted.warc.cdxj
+# 	@echo
+# 	@echo iterate this new warc
+# 	python ./warcio-iterator.py TEST-000000.extracted.warc.gz
+# 	@echo
+#
+# download_collinfo:
+# 	@echo "downloading collinfo.json so we can find out the crawl name"
+# 	curl -O https://index.commoncrawl.org/collinfo.json
+#
+# CC-MAIN-2024-22.warc.paths.gz:
+# 	@echo "downloading the list from s3, requires s3 auth even though it is free"
+# 	@echo "note that this file should be in the repo"
+# 	 aws s3 ls s3://commoncrawl/cc-index/table/cc-main/warc/crawl=CC-MAIN-2024-22/subset=warc/ | awk '{print $$4}' | gzip -9 > CC-MAIN-2024-22.warc.paths.gz
+#
+# duck_local_files:
+# 	@echo "warning! 300 gigabyte download"
+# 	python duck.py local_files
+#
+# duck_ccf_local_files:
+# 	@echo "warning! only works on Common Crawl Foundadtion's development machine"
+# 	python duck.py ccf_local_files
+#
+# duck_cloudfront:
+# 	@echo "warning! this might take 1-10 minutes"
+# 	python duck.py cloudfront
+#
+# wreck_the_warc:
+# 	@echo
+# 	@echo we will break and then fix this warc
+# 	cp whirlwind.warc.gz testing.warc.gz
+# 	rm -f testing.warc
+# 	gzip -d testing.warc.gz  # windows gunzip no work-a
+# 	@echo
+# 	@echo iterate over this uncompressed warc: works
+# 	python ./warcio-iterator.py testing.warc
+# 	@echo
+# 	@echo compress it the wrong way
+# 	gzip testing.warc
+# 	@echo
+# 	@echo iterating over this compressed warc fails
+# 	python ./warcio-iterator.py testing.warc.gz || /usr/bin/true
+# 	@echo
+# 	@echo "now let's do it the right way"
+# 	gzip -d testing.warc.gz
+# 	warcio recompress testing.warc testing.warc.gz
+# 	@echo
+# 	@echo and now iterating works
+# 	python ./warcio-iterator.py testing.warc.gz
+# 	@echo

From 7e7b3f55a76c054934732ca7e5a7eab5749d2419 Mon Sep 17 00:00:00 2001
From: Luca Foppiano <luca@foppiano.org>
Date: Tue, 16 Dec 2025 18:09:08 +0000
Subject: [PATCH 04/33] add read warc

---
 .../org/commoncrawl/whirlwind/ReadWARC.java   | 49 +++++++++++++++++++
 1 file changed, 49 insertions(+)
 create mode 100644 src/main/java/org/commoncrawl/whirlwind/ReadWARC.java

diff --git a/src/main/java/org/commoncrawl/whirlwind/ReadWARC.java b/src/main/java/org/commoncrawl/whirlwind/ReadWARC.java
new file mode 100644
index 0000000..0a5a40e
--- /dev/null
+++ b/src/main/java/org/commoncrawl/whirlwind/ReadWARC.java
@@ -0,0 +1,49 @@
+// From https://github.com/commoncrawl/whirlwind-python
+
+package org.commoncrawl.whirlwind;
+
+import org.netpreserve.jwarc.MessageHeaders;
+import org.netpreserve.jwarc.WarcReader;
+
+import java.io.DataInputStream;
+import java.io.IOException;
+import java.nio.file.Files;
+import java.nio.file.Path;
+import java.util.Arrays;
+import java.util.List;
+import java.util.zip.GZIPInputStream;
+
+public class ReadWARC {
+
+    public static void main(String[] args) throws IOException {
+
+        if (args.length != 1) {
+            System.err.println("Usage: java ReadWARC <input-warc-file>");
+            System.exit(1);
+        }
+
+        Path requested = Path.of(args[0]).toAbsolutePath().normalize();
+        if (!Files.isRegularFile(requested)) {
+            throw new SecurityException("Invalid WARC path");
+        }
+
+        final List<String> RESPONSE_TYPES = Arrays.asList("request", "response", "conversion", "metadata");
+        try (
+                GZIPInputStream gzInputStream = new GZIPInputStream(Files.newInputStream(requested));
+                DataInputStream inStream = new DataInputStream(gzInputStream)
+        ) {
+            WarcReader reader = new WarcReader(inStream);
+
+            reader.records()
+                    .forEach(record -> {
+                        System.out.println(" WARC-Type: " + record.type());
+                        if (RESPONSE_TYPES.contains(record.type())) {
+                            MessageHeaders headers = record.headers();
+                            for (String header : headers.all("WARC-Target-URI")) {
+                                System.out.println(" WARC-Target-URI " + header);
+                            }
+                        }
+                    });
+        }
+    }
+}

From a9981333180e09b562b00f6211f7d220ad789ddf Mon Sep 17 00:00:00 2001
From: Luca Foppiano <luca@foppiano.org>
Date: Tue, 16 Dec 2025 18:14:56 +0000
Subject: [PATCH 05/33] add CI + spotless

---
 .github/ci-build-unstable.yml                 |  21 +
 eclipse-formatter.xml                         | 404 ++++++++++++++++++
 pom.xml                                       | 114 +++--
 .../org/commoncrawl/whirlwind/ReadWARC.java   |  59 ++-
 4 files changed, 523 insertions(+), 75 deletions(-)
 create mode 100644 .github/ci-build-unstable.yml
 create mode 100644 eclipse-formatter.xml

diff --git a/.github/ci-build-unstable.yml b/.github/ci-build-unstable.yml
new file mode 100644
index 0000000..3c6764e
--- /dev/null
+++ b/.github/ci-build-unstable.yml
@@ -0,0 +1,21 @@
+name: Build unstable
+
+on: [ push ]
+
+
+jobs:
+  build:
+    runs-on: ubuntu-latest
+    
+    steps:
+      - uses: actions/checkout@v4
+      - name: Set up JDK 11
+        uses: actions/setup-java@v4
+        with:
+          java-version: '11'
+          distribution: 'adopt'
+          cache: 'mvn'
+      - name: Build with Gradle
+        run: mvn -B clean compile
+      - name: Check with spotless
+        run: mvn spotless:check
\ No newline at end of file
diff --git a/eclipse-formatter.xml b/eclipse-formatter.xml
new file mode 100644
index 0000000..80cca1c
--- /dev/null
+++ b/eclipse-formatter.xml
@@ -0,0 +1,404 @@
+<?xml version="1.0" encoding="UTF-8" standalone="no"?>
+<profiles version="23">
+	<profile kind="CodeFormatterProfile" name="ccf" version="23">
+		<setting id="org.eclipse.jdt.core.formatter.insert_space_after_ellipsis" value="insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_space_after_comma_in_enum_declarations" value="insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_space_before_comma_in_allocation_expression" value="do not insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.parentheses_positions_in_for_statment" value="common_lines"/>
+		<setting id="org.eclipse.jdt.core.formatter.comment.new_lines_at_block_boundaries" value="true"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_space_after_comma_in_constructor_declaration_parameters" value="insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.comment.insert_new_line_for_parameter" value="do not insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_new_line_after_annotation_on_package" value="insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_space_between_empty_parens_in_enum_constant" value="do not insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_space_before_closing_paren_in_while" value="do not insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_space_between_empty_parens_in_annotation_type_member_declaration" value="do not insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.comment.format_javadoc_comments" value="true"/>
+		<setting id="org.eclipse.jdt.core.formatter.indentation.size" value="4"/>
+		<setting id="org.eclipse.jdt.core.formatter.parentheses_positions_in_enum_constant_declaration" value="common_lines"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_space_after_semicolon_in_for" value="insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.align_with_spaces" value="false"/>
+		<setting id="org.eclipse.jdt.core.formatter.continuation_indentation" value="2"/>
+		<setting id="org.eclipse.jdt.core.formatter.number_of_blank_lines_before_code_block" value="0"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_space_before_comma_in_switch_case_expressions" value="do not insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.blank_lines_after_package" value="1"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_space_after_comma_in_multiple_local_declarations" value="insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.alignment_for_arguments_in_enum_constant" value="16"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_space_after_opening_angle_bracket_in_parameterized_type_reference" value="do not insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.comment.indent_root_tags" value="false"/>
+		<setting id="org.eclipse.jdt.core.formatter.wrap_before_or_operator_multicatch" value="true"/>
+		<setting id="org.eclipse.jdt.core.formatter.enabling_tag" value="@formatter:on"/>
+		<setting id="org.eclipse.jdt.core.formatter.comment.count_line_length_from_starting_position" value="true"/>
+		<setting id="org.eclipse.jdt.core.formatter.alignment_for_record_components" value="16"/>
+		<setting id="org.eclipse.jdt.core.formatter.alignment_for_throws_clause_in_method_declaration" value="16"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_new_line_after_annotation_on_parameter" value="do not insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.wrap_before_multiplicative_operator" value="true"/>
+		<setting id="org.eclipse.jdt.core.formatter.keep_then_statement_on_same_line" value="false"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_space_after_comma_in_explicitconstructorcall_arguments" value="insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_space_after_prefix_operator" value="do not insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_space_before_closing_brace_in_array_initializer" value="insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_space_after_opening_angle_bracket_in_type_arguments" value="do not insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_new_line_after_annotation_on_method" value="insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.alignment_for_parameterized_type_references" value="0"/>
+		<setting id="org.eclipse.jdt.core.formatter.alignment_for_logical_operator" value="16"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_space_before_closing_paren_in_parenthesized_expression" value="do not insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.keep_annotation_declaration_on_one_line" value="one_line_never"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_space_before_closing_paren_in_record_declaration" value="do not insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_new_line_after_annotation_on_enum_constant" value="insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_space_after_multiplicative_operator" value="insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_space_after_and_in_type_parameter" value="insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_space_between_empty_parens_in_method_invocation" value="do not insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_space_after_assignment_operator" value="insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_space_before_opening_brace_in_type_declaration" value="insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_space_after_opening_paren_in_for" value="do not insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.comment.preserve_white_space_between_code_and_line_comments" value="false"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_new_line_after_annotation_on_local_variable" value="insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.blank_lines_before_abstract_method" value="1"/>
+		<setting id="org.eclipse.jdt.core.formatter.keep_enum_constant_declaration_on_one_line" value="one_line_never"/>
+		<setting id="org.eclipse.jdt.core.formatter.align_variable_declarations_on_columns" value="false"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_space_before_closing_paren_in_method_invocation" value="do not insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.alignment_for_union_type_in_multicatch" value="16"/>
+		<setting id="org.eclipse.jdt.core.formatter.number_of_blank_lines_at_beginning_of_method_body" value="0"/>
+		<setting id="org.eclipse.jdt.core.formatter.keep_else_statement_on_same_line" value="false"/>
+		<setting id="org.eclipse.jdt.core.formatter.parentheses_positions_in_catch_clause" value="common_lines"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_space_after_comma_in_parameterized_type_reference" value="insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_space_before_comma_in_array_initializer" value="do not insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_space_before_comma_in_annotation" value="do not insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.alignment_for_arguments_in_explicit_constructor_call" value="16"/>
+		<setting id="org.eclipse.jdt.core.formatter.alignment_for_multiplicative_operator" value="16"/>
+		<setting id="org.eclipse.jdt.core.formatter.keep_anonymous_type_declaration_on_one_line" value="one_line_never"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_space_after_comma_in_switch_case_expressions" value="insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.wrap_before_shift_operator" value="true"/>
+		<setting id="org.eclipse.jdt.core.formatter.indent_body_declarations_compare_to_annotation_declaration_header" value="true"/>
+		<setting id="org.eclipse.jdt.core.formatter.brace_position_for_block" value="end_of_line"/>
+		<setting id="org.eclipse.jdt.core.formatter.number_of_blank_lines_at_end_of_code_block" value="0"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_space_before_bitwise_operator" value="insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.put_empty_statement_on_new_line" value="true"/>
+		<setting id="org.eclipse.jdt.core.formatter.alignment_for_parameters_in_constructor_declaration" value="16"/>
+		<setting id="org.eclipse.jdt.core.formatter.alignment_for_type_parameters" value="0"/>
+		<setting id="org.eclipse.jdt.core.formatter.alignment_for_compact_loops" value="16"/>
+		<setting id="org.eclipse.jdt.core.formatter.comment.clear_blank_lines_in_block_comment" value="false"/>
+		<setting id="org.eclipse.jdt.core.formatter.keep_simple_for_body_on_same_line" value="false"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_new_line_at_end_of_file_if_missing" value="do not insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.wrap_before_switch_case_arrow_operator" value="false"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_space_after_comma_in_array_initializer" value="insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_space_before_unary_operator" value="do not insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.format_line_comment_starting_on_first_column" value="false"/>
+		<setting id="org.eclipse.jdt.core.formatter.parentheses_positions_in_annotation" value="common_lines"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_space_before_ellipsis" value="do not insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_space_before_semicolon_in_try_resources" value="do not insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_space_after_colon_in_assert" value="insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.alignment_for_annotations_on_enum_constant" value="49"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_space_before_and_in_type_parameter" value="insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_space_after_opening_paren_in_parenthesized_expression" value="do not insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.text_block_indentation" value="0"/>
+		<setting id="org.eclipse.jdt.core.formatter.align_type_members_on_columns" value="false"/>
+		<setting id="org.eclipse.jdt.core.formatter.alignment_for_assignment" value="0"/>
+		<setting id="org.eclipse.jdt.core.formatter.alignment_for_module_statements" value="16"/>
+		<setting id="org.eclipse.jdt.core.formatter.indent_body_declarations_compare_to_type_header" value="true"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_space_between_empty_parens_in_method_declaration" value="do not insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.comment.align_tags_names_descriptions" value="false"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_space_after_opening_paren_in_enum_constant" value="do not insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.keep_if_then_body_block_on_one_line" value="one_line_never"/>
+		<setting id="org.eclipse.jdt.core.formatter.blank_lines_before_first_class_body_declaration" value="0"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_new_line_before_closing_brace_in_array_initializer" value="do not insert"/>
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+		<setting id="org.eclipse.jdt.core.formatter.wrap_before_conditional_operator" value="true"/>
+		<setting id="org.eclipse.jdt.core.formatter.indent_switchstatements_compare_to_cases" value="true"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_space_before_closing_bracket_in_array_allocation_expression" value="do not insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.join_line_comments" value="false"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_space_before_closing_paren_in_synchronized" value="do not insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.alignment_for_shift_operator" value="0"/>
+		<setting id="org.eclipse.jdt.core.formatter.use_tabs_only_for_leading_indentations" value="false"/>
+		<setting id="org.eclipse.jdt.core.formatter.parentheses_positions_in_try_clause" value="common_lines"/>
+		<setting id="org.eclipse.jdt.core.formatter.keep_code_block_on_one_line" value="one_line_never"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_space_after_comma_in_constructor_declaration_throws" value="insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_space_after_comma_in_record_components" value="insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.tabulation.size" value="4"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_space_after_bitwise_operator" value="insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_space_after_opening_bracket_in_array_reference" value="do not insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_space_after_colon_in_conditional" value="insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_space_before_closing_paren_in_try" value="do not insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_space_after_semicolon_in_try_resources" value="insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.continuation_indentation_for_array_initializer" value="2"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_space_after_question_in_wildcard" value="do not insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_space_after_opening_paren_in_record_declaration" value="do not insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.alignment_for_superinterfaces_in_enum_declaration" value="16"/>
+		<setting id="org.eclipse.jdt.core.formatter.wrap_before_assignment_operator" value="false"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_space_before_colon_in_labeled_statement" value="do not insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.brace_position_for_switch" value="end_of_line"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_space_before_comma_in_superinterfaces" value="do not insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_space_after_comma_in_method_declaration_parameters" value="insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_space_after_closing_angle_bracket_in_type_parameters" value="insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.alignment_for_switch_case_with_arrow" value="20"/>
+		<setting id="org.eclipse.jdt.core.formatter.keep_lambda_body_block_on_one_line" value="one_line_never"/>
+		<setting id="org.eclipse.jdt.core.formatter.alignment_for_annotations_on_method" value="49"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_space_before_comma_in_parameterized_type_reference" value="do not insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.keep_record_constructor_on_one_line" value="one_line_never"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_space_before_opening_brace_in_record_declaration" value="insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.keep_empty_array_initializer_on_one_line" value="false"/>
+		<setting id="org.eclipse.jdt.core.formatter.alignment_for_assertion_message" value="16"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_space_before_opening_paren_in_constructor_declaration" value="do not insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.blank_lines_before_new_chunk" value="1"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_space_after_opening_bracket_in_array_allocation_expression" value="do not insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_space_after_opening_paren_in_constructor_declaration" value="do not insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_space_before_opening_angle_bracket_in_parameterized_type_reference" value="do not insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_space_before_closing_angle_bracket_in_type_arguments" value="do not insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_space_before_colon_in_assert" value="insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.blank_lines_before_member_type" value="1"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_space_before_logical_operator" value="insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.alignment_for_arguments_in_qualified_allocation_expression" value="16"/>
+		<setting id="org.eclipse.jdt.core.formatter.alignment_for_superinterfaces_in_record_declaration" value="16"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_space_after_opening_paren_in_if" value="do not insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_space_before_semicolon" value="do not insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.wrap_before_relational_operator" value="true"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_space_before_postfix_operator" value="do not insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_space_before_opening_angle_bracket_in_type_arguments" value="do not insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_space_after_opening_paren_in_cast" value="do not insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.comment.format_block_comments" value="true"/>
+		<setting id="org.eclipse.jdt.core.formatter.alignment_for_parameters_in_method_declaration" value="16"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_space_after_comma_in_method_declaration_throws" value="insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.blank_lines_after_last_class_body_declaration" value="0"/>
+		<setting id="org.eclipse.jdt.core.formatter.indent_statements_compare_to_body" value="true"/>
+		<setting id="org.eclipse.jdt.core.formatter.keep_simple_while_body_on_same_line" value="false"/>
+		<setting id="org.eclipse.jdt.core.formatter.wrap_before_logical_operator" value="true"/>
+		<setting id="org.eclipse.jdt.core.formatter.blank_lines_between_statement_group_in_switch" value="0"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_space_before_closing_bracket_in_array_reference" value="do not insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_space_after_comma_in_annotation" value="insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_space_before_comma_in_enum_constant_arguments" value="do not insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.parentheses_positions_in_lambda_declaration" value="common_lines"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_space_before_colon_in_case" value="do not insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_space_after_comma_in_permitted_types" value="insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_space_before_opening_bracket_in_array_reference" value="do not insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.keep_enum_declaration_on_one_line" value="one_line_never"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_space_before_opening_paren_in_method_declaration" value="do not insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.brace_position_for_enum_constant" value="end_of_line"/>
+		<setting id="org.eclipse.jdt.core.formatter.brace_position_for_type_declaration" value="end_of_line"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_space_before_multiplicative_operator" value="insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.blank_lines_before_package" value="0"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_space_before_opening_paren_in_for" value="insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_space_before_comma_in_for_increments" value="do not insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_space_before_closing_paren_in_enum_constant" value="do not insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_space_before_comma_in_explicitconstructorcall_arguments" value="do not insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_space_before_closing_paren_in_annotation" value="do not insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.indent_body_declarations_compare_to_enum_constant_header" value="true"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_space_before_opening_brace_in_constructor_declaration" value="insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_space_before_comma_in_constructor_declaration_throws" value="do not insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_space_before_closing_angle_bracket_in_type_parameters" value="do not insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_space_before_question_in_conditional" value="insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.comment.indent_parameter_description" value="false"/>
+		<setting id="org.eclipse.jdt.core.formatter.number_of_blank_lines_at_beginning_of_code_block" value="0"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_new_line_before_finally_in_try_statement" value="do not insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.tabulation.char" value="tab"/>
+		<setting id="org.eclipse.jdt.core.formatter.wrap_before_string_concatenation" value="true"/>
+		<setting id="org.eclipse.jdt.core.formatter.lineSplit" value="120"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_space_after_opening_paren_in_annotation" value="do not insert"/>
+		<setting id="org.eclipse.jdt.core.formatter.insert_space_before_opening_paren_in_switch" value="insert"/>
+	</profile>
+</profiles>
diff --git a/pom.xml b/pom.xml
index 64b9fd9..40ed6ad 100644
--- a/pom.xml
+++ b/pom.xml
@@ -1,49 +1,75 @@
-<project xmlns="http://maven.apache.org/POM/4.0.0"
-         xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
-         xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 https://maven.apache.org/xsd/maven-4.0.0.xsd">
-    <modelVersion>4.0.0</modelVersion>
+<?xml version="1.0" encoding="UTF-8"?>
+<project
+		xmlns="http://maven.apache.org/POM/4.0.0"
+		xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+		xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 https://maven.apache.org/xsd/maven-4.0.0.xsd">
+	<modelVersion>4.0.0</modelVersion>
 
-    <groupId>org.commoncrawl</groupId>
-    <artifactId>whirlwind-java</artifactId>
-    <version>0.1.0-SNAPSHOT</version>
-    <name>Whirlwind Tour Java Tools</name>
+	<groupId>org.commoncrawl</groupId>
+	<artifactId>whirlwind-java</artifactId>
+	<version>0.1.0-SNAPSHOT</version>
+	<name>Whirlwind Tour Java Tools</name>
 
-    <properties>
-        <maven.compiler.release>11</maven.compiler.release>
-        <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
-    </properties>
+	<properties>
+		<maven.compiler.release>11</maven.compiler.release>
+		<project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
+	</properties>
 
-    <dependencies>
-        <dependency>
-            <groupId>org.netpreserve</groupId>
-            <artifactId>jwarc</artifactId>
-            <version>0.32.0</version>
-        </dependency>
-    </dependencies>
+	<dependencies>
+		<dependency>
+			<groupId>org.netpreserve</groupId>
+			<artifactId>jwarc</artifactId>
+			<version>0.32.0</version>
+		</dependency>
+	</dependencies>
 
-    <build>
-        <plugins>
-            <plugin>
-                <groupId>org.apache.maven.plugins</groupId>
-                <artifactId>maven-compiler-plugin</artifactId>
-                <version>3.11.0</version>
-                <configuration>
-                    <release>${maven.compiler.release}</release>
-                </configuration>
-            </plugin>
-            <plugin>
-                <groupId>org.apache.maven.plugins</groupId>
-                <artifactId>maven-jar-plugin</artifactId>
-                <version>3.3.0</version>
-                <configuration>
-                    <archive>
-                        <manifest>
-                            <mainClass>org.commoncrawl.whirlwind.ReadWARC</mainClass>
-                        </manifest>
-                    </archive>
-                </configuration>
-            </plugin>
-        </plugins>
-    </build>
+	<build>
+		<plugins>
+			<plugin>
+				<groupId>org.apache.maven.plugins</groupId>
+				<artifactId>maven-compiler-plugin</artifactId>
+				<version>3.11.0</version>
+				<configuration>
+					<release>${maven.compiler.release}</release>
+				</configuration>
+			</plugin>
+			<plugin>
+				<groupId>org.apache.maven.plugins</groupId>
+				<artifactId>maven-jar-plugin</artifactId>
+				<version>3.3.0</version>
+				<configuration>
+					<archive>
+						<manifest>
+							<mainClass>org.commoncrawl.whirlwind.ReadWARC</mainClass>
+						</manifest>
+					</archive>
+				</configuration>
+			</plugin>
+			<plugin>
+				<groupId>com.diffplug.spotless</groupId>
+				<artifactId>spotless-maven-plugin</artifactId>
+				<version>2.46.1</version>
+				<configuration>
+					<pom>
+						<!-- These are the defaults, you can override if you want -->
+						<includes>
+							<include>pom.xml</include>
+						</includes>
+						<sortPom>
+							<indentAttribute>all</indentAttribute>
+							<keepBlankLines>true</keepBlankLines>
+							<expandEmptyElements>false</expandEmptyElements>
+							<nrOfIndentSpace>-1</nrOfIndentSpace>
+							<predefinedSortOrder>recommended_2008_06</predefinedSortOrder>
+						</sortPom>
+					</pom>
+					<java>
+						<eclipse>
+							<file>${project.basedir}/eclipse-formatter.xml</file>
+						</eclipse>
+					</java>
+				</configuration>
+			</plugin>
+		</plugins>
+	</build>
 </project>
-
diff --git a/src/main/java/org/commoncrawl/whirlwind/ReadWARC.java b/src/main/java/org/commoncrawl/whirlwind/ReadWARC.java
index 0a5a40e..57f38fe 100644
--- a/src/main/java/org/commoncrawl/whirlwind/ReadWARC.java
+++ b/src/main/java/org/commoncrawl/whirlwind/ReadWARC.java
@@ -15,35 +15,32 @@
 
 public class ReadWARC {
 
-    public static void main(String[] args) throws IOException {
-
-        if (args.length != 1) {
-            System.err.println("Usage: java ReadWARC <input-warc-file>");
-            System.exit(1);
-        }
-
-        Path requested = Path.of(args[0]).toAbsolutePath().normalize();
-        if (!Files.isRegularFile(requested)) {
-            throw new SecurityException("Invalid WARC path");
-        }
-
-        final List<String> RESPONSE_TYPES = Arrays.asList("request", "response", "conversion", "metadata");
-        try (
-                GZIPInputStream gzInputStream = new GZIPInputStream(Files.newInputStream(requested));
-                DataInputStream inStream = new DataInputStream(gzInputStream)
-        ) {
-            WarcReader reader = new WarcReader(inStream);
-
-            reader.records()
-                    .forEach(record -> {
-                        System.out.println(" WARC-Type: " + record.type());
-                        if (RESPONSE_TYPES.contains(record.type())) {
-                            MessageHeaders headers = record.headers();
-                            for (String header : headers.all("WARC-Target-URI")) {
-                                System.out.println(" WARC-Target-URI " + header);
-                            }
-                        }
-                    });
-        }
-    }
+	public static void main(String[] args) throws IOException {
+
+		if (args.length != 1) {
+			System.err.println("Usage: java ReadWARC <input-warc-file>");
+			System.exit(1);
+		}
+
+		Path requested = Path.of(args[0]).toAbsolutePath().normalize();
+		if (!Files.isRegularFile(requested)) {
+			throw new SecurityException("Invalid WARC path");
+		}
+
+		final List<String> RESPONSE_TYPES = Arrays.asList("request", "response", "conversion", "metadata");
+		try (GZIPInputStream gzInputStream = new GZIPInputStream(Files.newInputStream(requested));
+				DataInputStream inStream = new DataInputStream(gzInputStream)) {
+			WarcReader reader = new WarcReader(inStream);
+
+			reader.records().forEach(record -> {
+				System.out.println(" WARC-Type: " + record.type());
+				if (RESPONSE_TYPES.contains(record.type())) {
+					MessageHeaders headers = record.headers();
+					for (String header : headers.all("WARC-Target-URI")) {
+						System.out.println(" WARC-Target-URI " + header);
+					}
+				}
+			});
+		}
+	}
 }

From c808d8c7f3642b4985fcb454035ded5fd29b59fc Mon Sep 17 00:00:00 2001
From: Luca Foppiano <luca@foppiano.org>
Date: Tue, 16 Dec 2025 18:27:35 +0000
Subject: [PATCH 06/33] add figures, editorconfig, .gitignore from the python
 repository brother

---
 .editorconfig                 |  20 ++++++++++++++++++++
 .github/ci-build-unstable.yml |   2 +-
 .gitignore                    |  14 ++++++++++++++
 img/crawl_dropdown.png        | Bin 0 -> 44488 bytes
 img/crawl_file_listing.png    | Bin 0 -> 103555 bytes
 img/web-graph.png             | Bin 0 -> 245113 bytes
 6 files changed, 35 insertions(+), 1 deletion(-)
 create mode 100644 .editorconfig
 create mode 100644 img/crawl_dropdown.png
 create mode 100644 img/crawl_file_listing.png
 create mode 100644 img/web-graph.png

diff --git a/.editorconfig b/.editorconfig
new file mode 100644
index 0000000..53c4b96
--- /dev/null
+++ b/.editorconfig
@@ -0,0 +1,20 @@
+# see http://EditorConfig.org
+
+root = true
+
+[*]
+end_of_line = lf
+insert_final_newline = true
+
+# LF: not sure about this
+# [*.java]
+# charset = utf-8
+# indent_style = space
+# indent_size = 4
+
+[Makefile]
+indent_style = tab
+
+[*.yaml]
+indent_style = space
+indent_size = 2
diff --git a/.github/ci-build-unstable.yml b/.github/ci-build-unstable.yml
index 3c6764e..95828b5 100644
--- a/.github/ci-build-unstable.yml
+++ b/.github/ci-build-unstable.yml
@@ -13,7 +13,7 @@ jobs:
         uses: actions/setup-java@v4
         with:
           java-version: '11'
-          distribution: 'adopt'
+          distribution: 'temurin'
           cache: 'mvn'
       - name: Build with Gradle
         run: mvn -B clean compile
diff --git a/.gitignore b/.gitignore
index 6ca181b..23c9e82 100644
--- a/.gitignore
+++ b/.gitignore
@@ -24,5 +24,19 @@ Icon
 Network Trash Folder
 Temporary Items
 .apdisk
+
+# Borrowed from whirlwind-python
+*.cdxj
+construction/*.gz
+CC-MAIN*files
+TEST*.gz
+extraction.*
+testing.*
+whirlwind.parquet
+collinfo.json
+.venv/
+.vscode/
+.idea/
+
 .idea
 target
diff --git a/img/crawl_dropdown.png b/img/crawl_dropdown.png
new file mode 100644
index 0000000000000000000000000000000000000000..64b9bb0aff2c1b6e6567f9b967315966aaa9a680
GIT binary patch
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From fa3f7077b1af001a6fda02ab56e988d41e171c7b Mon Sep 17 00:00:00 2001
From: Luca Foppiano <luca@foppiano.org>
Date: Tue, 16 Dec 2025 18:52:36 +0000
Subject: [PATCH 07/33] remove unclear make install, remove venv info from
 readme

---
 Makefile  |   3 -
 README.md | 467 +++++++++++++++++++++++++++++++++++++++++++++++++++---
 2 files changed, 447 insertions(+), 23 deletions(-)

diff --git a/Makefile b/Makefile
index 5331da2..7caf2a8 100644
--- a/Makefile
+++ b/Makefile
@@ -1,6 +1,3 @@
-install:
-	mvn clean install
-
 iterate:
 	@echo iterating over all of the local warcs:
 	@echo
diff --git a/README.md b/README.md
index d83dfc2..ab446a4 100644
--- a/README.md
+++ b/README.md
@@ -35,27 +35,11 @@ Let's get started!
 
 This tutorial was written on Linux and MacOS and it should also work on Windows. If you encounter any problems, please raise an issue.
 
-### Clone the repository and create a local Python environment
+### Clone the repository
 
-First, [clone this repository](https://docs.github.com/en/repositories/creating-and-managing-repositories/cloning-a-repository) to create a local copy, then navigate to the `whirlwind-python` directory on your computer.
+First, [clone this repository](https://docs.github.com/en/repositories/creating-and-managing-repositories/cloning-a-repository) to create a local copy, then navigate to the `whirlwind-java` directory on your computer.
 
-In general, it's a good idea to set up separate virtual environments (venvs) for Python projects. This lets you install packages without changing either the system Python environment or any of your other Python projects. 
-
-If you already have your own favorite venv scheme, you can skip this step (we used the [Pycharm IDE](https://www.jetbrains.com/pycharm) to manage environment creation). Otherwise, you can create a venv on the command line by running:
-
-```make venv```
-
-After you create this venv, you'll need to activate it:
-
-```source ~/venv/whirlwind/bin/activate```
-
-On many systems, you will now see the name of the venv in parentheses before the command prompt. You'll need to activate the environment again if you log out and log in again.  
-
-Next, let's install the necessary software for this tour:
-
-```make install```
-
-This command will print out a screen-full of output and install the Python packages in `requirements.txt` to your venv.
+Next, Maven usually takes care of downloading the JARs of all libraries when need, so you don't need to run anything beforehand. 
 
 ### Install and configure AWS-CLI
 
@@ -76,7 +60,7 @@ In this whirlwind tour, we're going to look at the WARC, WET, and WAT files: the
 ### WARC
 
 [WARC files](https://iipc.github.io/warc-specifications/specifications/warc-format/warc-1.0/) are a container that holds files, similar to zip and tar files. It's the standard data format used by archiving
-community and we use it to store raw crawl data. As you can see in the file listing above, our WARC files are very large even when compressed! Luckily, we have a much smaller example to look at. 
+community, and we use it to store raw crawl data. As you can see in the file listing above, our WARC files are very large even when compressed! Luckily, we have a much smaller example to look at. 
 
 Open `whirlwind.warc` in your favorite text editor. Note that this is an uncompressed version of the file; normally we always work with these files while they are compressed. This is the WARC corresponding to the single webpage we mentioned in the introduction.
 
@@ -212,3 +196,446 @@ mvn -q exec:java -Dexec.mainClass=org.commoncrawl.whirlwind.ReadWARC -Dexec.args
 
 The output has three sections, one each for the WARC, WET, and WAT. For each one, it prints the record types we saw before, plus the `WARC-Target-URI` for those record types that have it.
 
+## Task 3: Index the WARC, WET, and WAT
+
+The example WARC files we've been using are tiny and easy to work with. The real WARC files are around a gigabyte in size and contain about 30,000 webpages each. What's more, we have around 24 million of these files! To read all of them, we could iterate, but what if we wanted random access so we could read just one particular record? We do that with an index. 
+```mermaid
+flowchart LR
+    warc --> indexer --> cdxj & columnar
+    warc@{shape: cyl}
+    cdxj@{ shape: stored-data}
+    columnar@{ shape: stored-data}
+```
+
+
+We have two versions of the index: the CDX index and the columnar index. The CDX index is useful for looking up single pages, whereas the columnar index is better suited to analytical and bulk queries. We'll look at both in this tour, starting with the CDX index.
+
+### CDX(J) index
+
+The CDX index files are sorted plain-text files, with each line containing information about a single capture in the WARC. Technically, Common Crawl uses CDXJ index files since the information about each capture is formatted as JSON. We'll use CDX and CDXJ interchangeably in this tour for legacy reasons 💅
+
+We can create our own CDXJ index from the local WARCs by running:
+
+```make cdxj```
+
+This uses the [cdxj-indexer](https://github.com/webrecorder/cdxj-indexer) library to generate CDXJ index files for our WARC files by running the code below: 
+
+<details>
+  <summary>Click to view code</summary>
+
+```
+creating *.cdxj index files from the local warcs
+cdxj-indexer whirlwind.warc.gz > whirlwind.warc.cdxj
+cdxj-indexer --records conversion whirlwind.warc.wet.gz > whirlwind.warc.wet.cdxj
+cdxj-indexer whirlwind.warc.wat.gz > whirlwind.warc.wat.cdxj
+```
+
+</details>
+
+Now look at the `.cdxj` files with `cat whirlwind*.cdxj`. You'll see that each file has one entry in the index. The WARC only has the response record indexed, since by default cdxj-indexer guesses that you won't ever want to random-access the request or metadata. WET and WAT have the conversion and metadata records indexed (Common Crawl doesn't publish a WET or WAT index, just WARC).
+
+For each of these records, there's one text line in the index - yes, it's a flat file! It starts with a string like `org,wikipedia,an)/wiki/escopete 20240518015810`, followed by a JSON blob. The starting string is the primary key of the index. The first thing is a [SURT](http://crawler.archive.org/articles/user_manual/glossary.html#surt) (Sort-friendly URI Reordering Transform). The big integer is a date, in ISO-8601 format with the delimiters removed.
+
+What is the purpose of this funky format? It's done this way because these flat files (300 gigabytes total per crawl) can be sorted on the primary key using any out-of-core sort utility e.g. the standard Linux `sort`, or one of the Hadoop-based out-of-core sort functions.
+
+The JSON blob has enough information to cleanly isolate the raw data of a single record: it defines which WARC file the record is in, and the byte offset and length of the record within this file. We'll use that in the next section.
+
+## Task 4: Use the CDXJ index to extract a subset of raw content from the local WARC, WET, and WAT 
+
+Normally, compressed files aren't random access. However, the WARC files use a trick to make this possible, which is that every record needs to be separately compressed. The `gzip` compression utility supports this, but it's rarely used.
+
+To extract one record from a warc file, all you need to know is the filename and the offset into the file. If you're reading over the web, then it really helps to know the exact length of the record.
+
+Run:
+
+```make extract```
+
+to run a set of extractions from your local
+`whirlwind.*.gz` files with `warcio` using the code below:
+
+<details>
+  <summary>Click to view code</summary>
+
+```
+creating extraction.* from local warcs, the offset numbers are from the cdxj index
+warcio extract --payload whirlwind.warc.gz 1023 > extraction.html
+warcio extract --payload whirlwind.warc.wet.gz 466 > extraction.txt
+warcio extract --payload whirlwind.warc.wat.gz 443 > extraction.json
+hint: python -m json.tool extraction.json
+```
+
+</details>
+
+The offset numbers in the Makefile are the same
+ones as in the index. Look at the three output files: `extraction.html`, `extraction.txt`, and `extraction.json` (pretty-print the json with `python -m json.tool extraction.json`). 
+
+Notice that we extracted HTML from the WARC, text from WET, and JSON from the WAT (as shown in the different file extensions). This is because the payload in each file type is formatted differently!
+
+## Task 5: Wreck the WARC by compressing it wrong
+
+As mentioned earlier, WARC/WET/WAT files look like they're gzipped, but they're actually gzipped in a particular way that allows random access. This means that you can't `gunzip` and then `gzip` a warc without wrecking random access. This example:
+
+* creates a copy of one of the warc files in the repo
+* uncompresses it
+* recompresses it the wrong way
+* runs `warcio-iterator` over it to show that it triggers an error
+* recompresses it the right way using `warcio recompress`
+* shows that this compressed file works
+
+Run
+
+```make wreck_the_warc```
+
+and read through the output. You should get something like the output below:
+
+<details>
+  <summary>Click to view output</summary>
+
+```
+we will break and then fix this warc
+cp whirlwind.warc.gz testing.warc.gz
+rm -f testing.warc
+gunzip testing.warc.gz
+
+iterate over this uncompressed warc: works
+python ./warcio-iterator.py testing.warc
+  WARC-Type: warcinfo
+  WARC-Type: request
+    WARC-Target-URI https://an.wikipedia.org/wiki/Escopete
+  WARC-Type: response
+    WARC-Target-URI https://an.wikipedia.org/wiki/Escopete
+  WARC-Type: metadata
+    WARC-Target-URI https://an.wikipedia.org/wiki/Escopete
+
+compress it the wrong way
+gzip testing.warc
+
+iterating over this compressed warc fails
+python ./warcio-iterator.py testing.warc.gz || /usr/bin/true
+  WARC-Type: warcinfo
+Traceback (most recent call last):
+  File "/home/ccgreg/github/whirlwind-python/./warcio-iterator.py", line 9, in <module>
+    for record in ArchiveIterator(stream):
+  File "/home/ccgreg/venv/whirlwind/lib/python3.10/site-packages/warcio/archiveiterator.py", line 112, in _iterate_records
+    self._raise_invalid_gzip_err()
+  File "/home/ccgreg/venv/whirlwind/lib/python3.10/site-packages/warcio/archiveiterator.py", line 153, in _raise_invalid_gzip_err
+    raise ArchiveLoadFailed(msg)
+warcio.exceptions.ArchiveLoadFailed:
+    ERROR: non-chunked gzip file detected, gzip block continues
+    beyond single record.
+
+    This file is probably not a multi-member gzip but a single gzip file.
+
+    To allow seek, a gzipped WARC must have each record compressed into
+    a single gzip member and concatenated together.
+
+    This file is likely still valid and can be fixed by running:
+
+    warcio recompress <path/to/file> <path/to/new_file>
+
+
+now let's do it the right way
+gunzip testing.warc.gz
+warcio recompress testing.warc testing.warc.gz
+4 records read and recompressed to file: testing.warc.gz
+No Errors Found!
+
+and now iterating works
+python ./warcio-iterator.py testing.warc.gz
+  WARC-Type: warcinfo
+  WARC-Type: request
+    WARC-Target-URI https://an.wikipedia.org/wiki/Escopete
+  WARC-Type: response
+    WARC-Target-URI https://an.wikipedia.org/wiki/Escopete
+  WARC-Type: metadata
+    WARC-Target-URI https://an.wikipedia.org/wiki/Escopete
+```
+
+</details>
+
+Make sure you compress WARCs the right way!
+
+## Task 6: Use cdx_toolkit to query the full CDX index and download those captures from AWS S3
+
+Some of our users only want to download a small subset of the crawl. They want to run queries against an index, either the CDX index we just talked about, or in the columnar index, which we'll talk about later.
+
+The [cdx_toolkit](https://github.com/cocrawler/cdx_toolkit) is a set of tools for working with CDX indices of web crawls and archives. It knows how to query the CDX index across all of our crawls and also can create WARCs of just the records you want. We will fetch the same record from Wikipedia that we've been using for the whirlwind tour.
+
+Run
+
+```make cdx_toolkit```
+
+The output looks like this:
+
+<details>
+  <summary>Click to view output</summary>
+
+```
+demonstrate that we have this entry in the index
+cdxt --crawl CC-MAIN-2024-22 --from 20240518015810 --to 20240518015810 iter an.wikipedia.org/wiki/Escopete
+status 200, timestamp 20240518015810, url https://an.wikipedia.org/wiki/Escopete
+
+cleanup previous work
+rm -f TEST-000000.extracted.warc.gz
+retrieve the content from the commoncrawl s3 bucket
+cdxt --crawl CC-MAIN-2024-22 --from 20240518015810 --to 20240518015810 warc an.wikipedia.org/wiki/Escopete
+
+index this new warc
+cdxj-indexer TEST-000000.extracted.warc.gz  > TEST-000000.extracted.warc.cdxj
+cat TEST-000000.extracted.warc.cdxj
+org,wikipedia,an)/wiki/escopete 20240518015810 {"url": "https://an.wikipedia.org/wiki/Escopete", "mime": "text/html", "status": "200", "digest": "sha1:RY7PLBUFQNI2FFV5FTUQK72W6SNPXLQU", "length": "17455", "offset": "406", "filename": "TEST-000000.extracted.warc.gz"}
+
+iterate this new warc
+python ./warcio-iterator.py TEST-000000.extracted.warc.gz
+  WARC-Type: warcinfo
+  WARC-Type: response
+    WARC-Target-URI https://an.wikipedia.org/wiki/Escopete
+```
+
+</details>
+
+There's a lot going on here so let's unpack it a little.
+
+#### Check that the crawl has a record for the page we are interested in
+
+We check for capture results using the `cdxt` command `iter`, specifying the exact URL `an.wikipedia.org/wiki/Escopete` and the timestamp range `--from 20240518015810 --to 20240518015810`. The result of this tells us that the crawl successfuly fetched this page at timestamp `20240518015810`. 
+* Captures are named by the surtkey and the time.
+* Instead of `--crawl CC-MAIN-2024-22`, you could pass `--cc` to search across all crawls.
+* You can pass `--limit <N>` to limit the number of results returned - in this case because we have restricted the timestamp range to a single value, we only expect one result.
+* URLs may be specified with wildcards to return even more results: `"an.wikipedia.org/wiki/Escop*"` matches `an.wikipedia.org/wiki/Escopulión` and `an.wikipedia.org/wiki/Escopete`.
+
+#### Retrieve the fetched content as WARC
+
+Next, we use the `cdxt` command `warc` to retrieve the content and save it locally as a new WARC file, again specifying the exact URL, crawl identifier, and timestamp range. This creates the WARC file `TEST-000000.extracted.warc.gz` which contains a `warcinfo` record explaining what the WARC is, followed by the `response` record we requested. 
+* If you dig into cdx_toolkit's code, you'll find that it is using the offset and length of the WARC record (as returned by the CDX index query) to make a HTTP byte range request to S3 that isolates and returns just the single record we want from the full file. It only downloads the response WARC record because our CDX index only has the response records indexed.
+* By default `cdxt` avoids overwriting existing files by automatically incrementing the counter in the filename. If you run this again without deleting `TEST-000000.extracted.warc.gz`, the data will be written again to a new file `TEST-000001.extracted.warc.gz`.
+* Limit, timestamp, and crawl index args, as well as URL wildcards, work as for `iter`.
+
+### Indexing the WARC and viewing its contents
+
+Finally, we run `cdxj-indexer` on this new WARC to make a CDXJ index of it as in Task 3, and then iterate over the WARC using `warcio-iterator.py` as in Task 2.
+
+## Task 7: Find the right part of the columnar index 
+
+Now let's look at the columnar index, the other kind of index that Common Crawl makes available. This index is stored in parquet files so you can access it using SQL-based tools like AWS Athena and duckdb as well as through tables in your favorite table packages such as pandas, pyarrow, and polars.
+
+We could read the data directly from our index in our S3 bucket and analyse it in the cloud through AWS Athena. However, this is a managed service that costs money to use (though usually a small amount). [You can read about using it here.](https://commoncrawl.org/blog/index-to-warc-files-and-urls-in-columnar-format) This whirlwind tour will only use the free method of either fetching data from outside of AWS (which is kind of slow), or making a local copy of a single columnar index (300 gigabytes per monthly crawl), and then using that.
+
+The columnar index is divided up into a separate index per crawl, which Athena or duckdb can stitch together. The cdx index is similarly divided up, but cdx_toolkit hides that detail from you.
+
+For the purposes of this whirlwind tour, we don't want to configure all the crawl indices because it would be slow. So let's start by figuring out which crawl was ongoing on the date 20240518015810, and then we'll work with just that one crawl.
+
+### Downloading collinfo.json
+
+We're going to use the `collinfo.json` file to find out which crawl we want. This file includes the dates for the start and end of every crawl and is available through the Common Crawl website at [index.commoncrawl.org](https://index.commoncrawl.org). To download it, run:
+
+```make download_collinfo```
+
+The output should look like:
+
+<details>
+  <summary>Click to view output</summary>
+
+```
+downloading collinfo.json so we can find out the crawl name
+curl -O https://index.commoncrawl.org/collinfo.json
+  % Total    % Received % Xferd  Average Speed   Time    Time     Time  Current
+                                 Dload  Upload   Total   Spent    Left  Speed
+100 30950  100 30950    0     0  75467      0 --:--:-- --:--:-- --:--:-- 75487
+```
+
+</details>
+
+The date of our test record is 20240518015810, which is
+2024-05-18T01:58:10 if you add the delimiters back in. We can scroll through the records in `collinfo.json` and look at the from/to values to find the right crawl: CC-MAIN-2024-22. Now we know the crawl name, we can access the correct fraction of the index without having to read the metadata of all the rest.
+
+## Task 8: Query using the columnar index + DuckDB from outside AWS
+
+A single crawl columnar index is around 300 gigabytes. If you don't have a lot of disk space, but you do have a lot of time, you can directly access the index stored on AWS S3. We're going to do just that, and then use [DuckDB](https://duckdb.org) to make an SQL query against the index to find our webpage. We'll be running the following query:
+
+```sql
+    SELECT
+      *
+    FROM ccindex
+    WHERE subset = 'warc'
+      AND crawl = 'CC-MAIN-2024-22'
+      AND url_host_tld = 'org' -- help the query optimizer
+      AND url_host_registered_domain = 'wikipedia.org' -- ditto
+      AND url = 'https://an.wikipedia.org/wiki/Escopete'
+    ;
+```
+
+Run
+
+```make duck_cloudfront```
+
+On a machine with a 1 gigabit network connection and many cores, this should take about one minute total, and uses 8 cores. The output should look like:
+
+<details>
+  <summary>Click to view output</summary>
+
+```
+warning! this might take 1-10 minutes
+python duck.py cloudfront
+total records for crawl: CC-MAIN-2024-22
+┌──────────────┐
+│ count_star() │
+│    int64     │
+├──────────────┤
+│   2709877975 │
+└──────────────┘
+
+our one row
+┌──────────────────────┬──────────────────────┬──────────────────┬───┬──────────────────┬─────────────────┬─────────┐
+│     url_surtkey      │         url          │  url_host_name   │ … │   warc_segment   │      crawl      │ subset  │
+│       varchar        │       varchar        │     varchar      │   │     varchar      │     varchar     │ varchar │
+├──────────────────────┼──────────────────────┼──────────────────┼───┼──────────────────┼─────────────────┼─────────┤
+│ org,wikipedia,an)/…  │ https://an.wikiped…  │ an.wikipedia.org │ … │ 1715971057216.39 │ CC-MAIN-2024-22 │ warc    │
+├──────────────────────┴──────────────────────┴──────────────────┴───┴──────────────────┴─────────────────┴─────────┤
+│ 1 rows                                                                                       32 columns (6 shown) │
+└───────────────────────────────────────────────────────────────────────────────────────────────────────────────────┘
+
+writing our one row to a local parquet file, whirlwind.parquet
+total records for local whirlwind.parquet should be 1
+┌──────────────┐
+│ count_star() │
+│    int64     │
+├──────────────┤
+│            1 │
+└──────────────┘
+
+our one row, locally
+┌──────────────────────┬──────────────────────┬──────────────────┬───┬──────────────────┬─────────────────┬─────────┐
+│     url_surtkey      │         url          │  url_host_name   │ … │   warc_segment   │      crawl      │ subset  │
+│       varchar        │       varchar        │     varchar      │   │     varchar      │     varchar     │ varchar │
+├──────────────────────┼──────────────────────┼──────────────────┼───┼──────────────────┼─────────────────┼─────────┤
+│ org,wikipedia,an)/…  │ https://an.wikiped…  │ an.wikipedia.org │ … │ 1715971057216.39 │ CC-MAIN-2024-22 │ warc    │
+├──────────────────────┴──────────────────────┴──────────────────┴───┴──────────────────┴─────────────────┴─────────┤
+│ 1 rows                                                                                       32 columns (6 shown) │
+└───────────────────────────────────────────────────────────────────────────────────────────────────────────────────┘
+
+complete row:
+  url_surtkey org,wikipedia,an)/wiki/escopete
+  url https://an.wikipedia.org/wiki/Escopete
+  url_host_name an.wikipedia.org
+  url_host_tld org
+  url_host_2nd_last_part wikipedia
+  url_host_3rd_last_part an
+  url_host_4th_last_part None
+  url_host_5th_last_part None
+  url_host_registry_suffix org
+  url_host_registered_domain wikipedia.org
+  url_host_private_suffix org
+  url_host_private_domain wikipedia.org
+  url_host_name_reversed org.wikipedia.an
+  url_protocol https
+  url_port nan
+  url_path /wiki/Escopete
+  url_query None
+  fetch_time 2024-05-18 01:58:10+00:00
+  fetch_status 200
+  fetch_redirect None
+  content_digest RY7PLBUFQNI2FFV5FTUQK72W6SNPXLQU
+  content_mime_type text/html
+  content_mime_detected text/html
+  content_charset UTF-8
+  content_languages spa
+  content_truncated None
+  warc_filename crawl-data/CC-MAIN-2024-22/segments/1715971057216.39/warc/CC-MAIN-20240517233122-20240518023122-00000.warc.gz
+  warc_record_offset 80610731
+  warc_record_length 17423
+  warc_segment 1715971057216.39
+  crawl CC-MAIN-2024-22
+  subset warc
+
+equivalent to cdxj:
+org,wikipedia,an)/wiki/escopete 20240518015810 {"url": "https://an.wikipedia.org/wiki/Escopete", "mime": "text/html", "status": "200", "digest": "sha1:RY7PLBUFQNI2FFV5FTUQK72W6SNPXLQU", "length": "17423", "offset": "80610731", "filename": "crawl-data/CC-MAIN-2024-22/segments/1715971057216.39/warc/CC-MAIN-20240517233122-20240518023122-00000.warc.gz"}
+
+```
+</details>
+
+The above command runs code in `duck.py`, which accesses the relevant part of the index for our crawl (CC-MAIN-2024-22) and then counts the number of records in that crawl (2709877975!). The code runs the SQL query we saw before which should match the single response record we want. 
+
+The program then writes that one record into a local Parquet file, does a second query that returns that one record, and shows the full contents of the record. We can see that the complete row contains many columns containing different information associated with our record. Finally, it converts the row to the CDXJ format we saw before. 
+
+### Bonus: download a full crawl index and query with DuckDB
+
+If you want to run many of these queries, and you have a lot of disk space, you'll want to download the 300 gigabyte index and query it repeatedly. Run
+
+```make duck_local_files```
+
+If the files aren't already downloaded, this command will give you
+download instructions.
+
+(**Bonus bonus:** If you happen to be using the Common Crawl Foundation development server, we've already downloaded these files, and you can run ```make duck_ccf_local_files```.)
+
+All of these scripts run the same SQL query and should return the same record (written as a parquet file).
+
+## Bonus 2: combine some steps
+
+1. Use the DuckDb techniques from [Task 8](#task-8-query-using-the-columnar-index--duckdb-from-outside-aws) and the [Index Server](https://index.commoncrawl.org) to find a new webpage in the archives. 
+2. Note its url, warc, and timestamp. 
+3. Now open up the Makefile from [Task 6](#task-6-use-cdx_toolkit-to-query-the-full-cdx-index-and-download-those-captures-from-aws-s3) and look at the actions from the cdx_toolkit section.
+4. Repeat the cdx_toolkit steps, but for the page and date range you found above.
+
+## Congratulations!
+
+You have completed the Whirlwind Tour of Common Crawl's Datasets using Python! You should now understand different filetypes we have in our corpus and how to interact with Common Crawl's datasets using Python. To see what other people have done with our data, see the  [Examples page](https://commoncrawl.org/examples) on our website. Why not join our Discord through the Community tab?
+
+
+## Other datasets
+
+We make more datasets available than just the ones discussed in this Whirlwind Tour. Below is a short introduction to some of these other datasets, along with links to where you can find out more.
+
+### Web Graphs
+
+Common Crawl regularly releases Web Graphs which are graphs describing the structure and connectivity of the web as captured in the crawl releases. We provide two levels of graph: host-level and domain-level. Both are available to download [from our website](https://commoncrawl.org/web-graphs). 
+
+The host-level graph describes links between pages on the web at the level of hostnames (e.g. `en.wikipedia.org`). The domain-level graph aggregates this information in the host-level graph, describing links at the pay-level domain (PLD) level (based on the public suffix list maintained on [publicsuffix.org](publicsuffix.org)). The PLD is the subdomain directly under the top-level domain (TLD): e.g. for `en.wikipedia.org`, the TLD would be `.org` and the PLD would be `wikipedia.org`.
+
+As an example, let's look at the [Web Graph release for March, April and May 2025](https://data.commoncrawl.org/projects/hyperlinkgraph/cc-main-2025-mar-apr-may/index.html). This page provides links to download data associated with the host- and domain-level graph for those months. The key files needed to construct the graphs are the files containing the vertices or nodes (the hosts or domains), and the files containing the edges (the links between the hosts/domains). These are currently the top two links in each of the tables. 
+
+![web-graph.png](img/web-graph.png)
+
+The `.txt` files for nodes and edges are actually tab-separated files. The "Description" column in the table explains what data is in the columns. If we download the domain-level graph vertices, 
+[cc-main-2025-mar-apr-may-domain-vertices.txt](https://data.commoncrawl.org/projects/hyperlinkgraph/cc-main-2025-mar-apr-may/domain/cc-main-2025-mar-apr-may-domain-vertices.txt.gz), we find that the top of the file looks like this:
+
+```tsv
+0	aaa.1111	1
+1	aaa.11111	1
+2	aaa.2	1
+3	aaa.a	1
+4	aaa.aa	1
+5	aaa.aaa	3
+6	aaa.aaaa	1
+7	aaa.aaaaaa	1
+8	aaa.aaaaaaa	1
+9	aaa.aaaaaaaaa	1
+```
+The first column gives the node ID, the second gives the (pay-level) domain name (as provided by reverse DNS), and the third column gives the number of hosts in the domain.
+
+We can also look at the top of the domain-level edges/vertices [cc-main-2025-mar-apr-may-domain-edges.txt](https://data.commoncrawl.org/projects/hyperlinkgraph/cc-main-2025-mar-apr-may/domain/cc-main-2025-mar-apr-may-domain-edges.txt.gz):
+
+```tsv
+39	126790965
+41	53700629
+41	126790965
+42	126790965
+48	22113090
+48	91547783
+48	110426784
+48	119774627
+48	121059062
+49	22113090
+```
+Here, each row defines a link between two domains, with the first column giving the ID of the originating nodes, and the second column giving the ID of the destination node. The files of nodes and edges for the host-level graph are similar to those for the domain graph, with the only difference being that there is no column for number of hosts in a domain.
+
+If you're interested in working more with the Web Graphs, we provide a [repository](https://github.com/commoncrawl/cc-webgraph) with tools to construct, process, and explore the Web Graphs. We also have a [notebook](https://github.com/commoncrawl/cc-notebooks/tree/main/cc-webgraph-statistics) which shows users how to view statistics about the Common Crawl Web Graph data sets and interactively explore the graphs.
+
+### Host index
+
+The host index is a database which has one row for every web host we know about in each individual crawl. It contains summary information from the crawl, indices, the web graph, and our raw crawler logs. More information is available [here](https://commoncrawl.org/blog/introducing-the-host-index). We also provide a [repository](https://github.com/commoncrawl/cc-host-index) containing examples on how to use the host index. 
+
+### Index annotations
+
+Index annotations allow users to create a database table that can be joined to Common Crawl's columnar url index or host index. This is useful because we can enrich our datasets with extra information and then use it for analysis. We have a [repository](https://github.com/commoncrawl/cc-index-annotations) with example code for joining annotations to the columnar url index or host index.

From f6d62bba79fd964f75aa506ed268557132c21660 Mon Sep 17 00:00:00 2001
From: Luca Foppiano <luca@foppiano.org>
Date: Wed, 17 Dec 2025 11:53:43 +0000
Subject: [PATCH 08/33] update read class, add recompress,

---
 Makefile                                      | 48 ++++++------
 README.md                                     | 77 ++++++++-----------
 .../org/commoncrawl/whirlwind/ReadWARC.java   | 61 +++++++--------
 .../commoncrawl/whirlwind/RecompressWARC.java | 55 +++++++++++++
 4 files changed, 142 insertions(+), 99 deletions(-)
 create mode 100644 src/main/java/org/commoncrawl/whirlwind/RecompressWARC.java

diff --git a/Makefile b/Makefile
index 7caf2a8..5ff8fa3 100644
--- a/Makefile
+++ b/Makefile
@@ -16,7 +16,7 @@ iterate:
 # 	cdxj-indexer whirlwind.warc.gz > whirlwind.warc.cdxj
 # 	cdxj-indexer --records conversion whirlwind.warc.wet.gz > whirlwind.warc.wet.cdxj
 # 	cdxj-indexer whirlwind.warc.wat.gz > whirlwind.warc.wat.cdxj
-#
+
 # extract:
 # 	@echo "creating extraction.* from local warcs, the offset numbers are from the cdxj index"
 # 	warcio extract --payload whirlwind.warc.gz 1023 > extraction.html
@@ -62,26 +62,26 @@ iterate:
 # 	@echo "warning! this might take 1-10 minutes"
 # 	python duck.py cloudfront
 #
-# wreck_the_warc:
-# 	@echo
-# 	@echo we will break and then fix this warc
-# 	cp whirlwind.warc.gz testing.warc.gz
-# 	rm -f testing.warc
-# 	gzip -d testing.warc.gz  # windows gunzip no work-a
-# 	@echo
-# 	@echo iterate over this uncompressed warc: works
-# 	python ./warcio-iterator.py testing.warc
-# 	@echo
-# 	@echo compress it the wrong way
-# 	gzip testing.warc
-# 	@echo
-# 	@echo iterating over this compressed warc fails
-# 	python ./warcio-iterator.py testing.warc.gz || /usr/bin/true
-# 	@echo
-# 	@echo "now let's do it the right way"
-# 	gzip -d testing.warc.gz
-# 	warcio recompress testing.warc testing.warc.gz
-# 	@echo
-# 	@echo and now iterating works
-# 	python ./warcio-iterator.py testing.warc.gz
-# 	@echo
+wreck_the_warc:
+	@echo
+	@echo we will break and then fix this warc
+	cp whirlwind.warc.gz testing.warc.gz
+	rm -f testing.warc
+	gzip -d testing.warc.gz  # windows gunzip no work-a
+	@echo
+	@echo iterate over this uncompressed warc: works
+	mvn -q exec:java -Dexec.mainClass=org.commoncrawl.whirlwind.ReadWARC -Dexec.args="testing.warc"
+	@echo
+	@echo compress it the wrong way
+	gzip testing.warc
+	@echo
+	@echo iterating over this compressed warc fails
+	mvn -q exec:java -Dexec.mainClass=org.commoncrawl.whirlwind.ReadWARC -Dexec.args="testing.warc.gz" || /usr/bin/true
+	@echo
+	@echo "now let's do it the right way"
+	gzip -d testing.warc.gz
+	mvn -q exec:java -Dexec.mainClass=org.commoncrawl.whirlwind.RecompressWARC -Dexec.args="testing.warc testing.warc.gz"
+	@echo
+	@echo and now iterating works
+	mvn -q exec:java -Dexec.mainClass=org.commoncrawl.whirlwind.ReadWARC -Dexec.args="testing.warc.gz"
+	@echo
diff --git a/README.md b/README.md
index ab446a4..e1a77e6 100644
--- a/README.md
+++ b/README.md
@@ -212,6 +212,8 @@ We have two versions of the index: the CDX index and the columnar index. The CDX
 
 ### CDX(J) index
 
+**TBA**: Did not find a good java library that implements this feature, ideally can be implemented in jwarc
+
 The CDX index files are sorted plain-text files, with each line containing information about a single capture in the WARC. Technically, Common Crawl uses CDXJ index files since the information about each capture is formatted as JSON. We'll use CDX and CDXJ interchangeably in this tour for legacy reasons 💅
 
 We can create our own CDXJ index from the local WARCs by running:
@@ -278,8 +280,8 @@ As mentioned earlier, WARC/WET/WAT files look like they're gzipped, but they're
 * creates a copy of one of the warc files in the repo
 * uncompresses it
 * recompresses it the wrong way
-* runs `warcio-iterator` over it to show that it triggers an error
-* recompresses it the right way using `warcio recompress`
+* runs `org.commoncrawl.whirlwind.ReadWARC` over it to show that it triggers an error (in fact in java it does not trigger an error... )
+* recompresses it the right way using `org.commoncrawl.whirlwind.RecompressWARC`
 * shows that this compressed file works
 
 Run
@@ -295,60 +297,45 @@ and read through the output. You should get something like the output below:
 we will break and then fix this warc
 cp whirlwind.warc.gz testing.warc.gz
 rm -f testing.warc
-gunzip testing.warc.gz
+gzip -d testing.warc.gz  # windows gunzip no work-a
 
 iterate over this uncompressed warc: works
-python ./warcio-iterator.py testing.warc
-  WARC-Type: warcinfo
-  WARC-Type: request
-    WARC-Target-URI https://an.wikipedia.org/wiki/Escopete
-  WARC-Type: response
-    WARC-Target-URI https://an.wikipedia.org/wiki/Escopete
-  WARC-Type: metadata
-    WARC-Target-URI https://an.wikipedia.org/wiki/Escopete
+mvn -q exec:java -Dexec.mainClass=org.commoncrawl.whirlwind.ReadWARC -Dexec.args="testing.warc"
+ WARC-Type: warcinfo
+ WARC-Type: request
+ WARC-Target-URI https://an.wikipedia.org/wiki/Escopete
+ WARC-Type: response
+ WARC-Target-URI https://an.wikipedia.org/wiki/Escopete
+ WARC-Type: metadata
+ WARC-Target-URI https://an.wikipedia.org/wiki/Escopete
 
 compress it the wrong way
 gzip testing.warc
 
+-- HERE IT DOES NOT FAIL --
 iterating over this compressed warc fails
-python ./warcio-iterator.py testing.warc.gz || /usr/bin/true
-  WARC-Type: warcinfo
-Traceback (most recent call last):
-  File "/home/ccgreg/github/whirlwind-python/./warcio-iterator.py", line 9, in <module>
-    for record in ArchiveIterator(stream):
-  File "/home/ccgreg/venv/whirlwind/lib/python3.10/site-packages/warcio/archiveiterator.py", line 112, in _iterate_records
-    self._raise_invalid_gzip_err()
-  File "/home/ccgreg/venv/whirlwind/lib/python3.10/site-packages/warcio/archiveiterator.py", line 153, in _raise_invalid_gzip_err
-    raise ArchiveLoadFailed(msg)
-warcio.exceptions.ArchiveLoadFailed:
-    ERROR: non-chunked gzip file detected, gzip block continues
-    beyond single record.
-
-    This file is probably not a multi-member gzip but a single gzip file.
-
-    To allow seek, a gzipped WARC must have each record compressed into
-    a single gzip member and concatenated together.
-
-    This file is likely still valid and can be fixed by running:
-
-    warcio recompress <path/to/file> <path/to/new_file>
-
+mvn -q exec:java -Dexec.mainClass=org.commoncrawl.whirlwind.ReadWARC -Dexec.args="testing.warc.gz" || /usr/bin/true
+ WARC-Type: warcinfo
+ WARC-Type: request
+ WARC-Target-URI https://an.wikipedia.org/wiki/Escopete
+ WARC-Type: response
+ WARC-Target-URI https://an.wikipedia.org/wiki/Escopete
+ WARC-Type: metadata
+ WARC-Target-URI https://an.wikipedia.org/wiki/Escopete
 
 now let's do it the right way
-gunzip testing.warc.gz
-warcio recompress testing.warc testing.warc.gz
-4 records read and recompressed to file: testing.warc.gz
-No Errors Found!
+gzip -d testing.warc.gz
+mvn -q exec:java -Dexec.mainClass=org.commoncrawl.whirlwind.RecompressWARC -Dexec.args="testing.warc testing.warc.gz"
 
 and now iterating works
-python ./warcio-iterator.py testing.warc.gz
-  WARC-Type: warcinfo
-  WARC-Type: request
-    WARC-Target-URI https://an.wikipedia.org/wiki/Escopete
-  WARC-Type: response
-    WARC-Target-URI https://an.wikipedia.org/wiki/Escopete
-  WARC-Type: metadata
-    WARC-Target-URI https://an.wikipedia.org/wiki/Escopete
+mvn -q exec:java -Dexec.mainClass=org.commoncrawl.whirlwind.ReadWARC -Dexec.args="testing.warc.gz"
+ WARC-Type: warcinfo
+ WARC-Type: request
+ WARC-Target-URI https://an.wikipedia.org/wiki/Escopete
+ WARC-Type: response
+ WARC-Target-URI https://an.wikipedia.org/wiki/Escopete
+ WARC-Type: metadata
+ WARC-Target-URI https://an.wikipedia.org/wiki/Escopete
 ```
 
 </details>
diff --git a/src/main/java/org/commoncrawl/whirlwind/ReadWARC.java b/src/main/java/org/commoncrawl/whirlwind/ReadWARC.java
index 57f38fe..db25377 100644
--- a/src/main/java/org/commoncrawl/whirlwind/ReadWARC.java
+++ b/src/main/java/org/commoncrawl/whirlwind/ReadWARC.java
@@ -3,44 +3,45 @@
 package org.commoncrawl.whirlwind;
 
 import org.netpreserve.jwarc.MessageHeaders;
+import org.netpreserve.jwarc.WarcCompression;
 import org.netpreserve.jwarc.WarcReader;
 
-import java.io.DataInputStream;
 import java.io.IOException;
+import java.io.InputStream;
 import java.nio.file.Files;
 import java.nio.file.Path;
 import java.util.Arrays;
 import java.util.List;
-import java.util.zip.GZIPInputStream;
 
 public class ReadWARC {
 
-	public static void main(String[] args) throws IOException {
-
-		if (args.length != 1) {
-			System.err.println("Usage: java ReadWARC <input-warc-file>");
-			System.exit(1);
-		}
-
-		Path requested = Path.of(args[0]).toAbsolutePath().normalize();
-		if (!Files.isRegularFile(requested)) {
-			throw new SecurityException("Invalid WARC path");
-		}
-
-		final List<String> RESPONSE_TYPES = Arrays.asList("request", "response", "conversion", "metadata");
-		try (GZIPInputStream gzInputStream = new GZIPInputStream(Files.newInputStream(requested));
-				DataInputStream inStream = new DataInputStream(gzInputStream)) {
-			WarcReader reader = new WarcReader(inStream);
-
-			reader.records().forEach(record -> {
-				System.out.println(" WARC-Type: " + record.type());
-				if (RESPONSE_TYPES.contains(record.type())) {
-					MessageHeaders headers = record.headers();
-					for (String header : headers.all("WARC-Target-URI")) {
-						System.out.println(" WARC-Target-URI " + header);
-					}
-				}
-			});
-		}
-	}
+    public static void main(String[] args) throws IOException {
+
+        if (args.length != 1) {
+            System.err.println("Usage: java ReadWARC <input-warc-file>");
+            System.exit(1);
+        }
+
+        Path requested = Path.of(args[0]).toAbsolutePath().normalize();
+        if (!Files.isRegularFile(requested)) {
+            throw new SecurityException("Invalid WARC path");
+        }
+
+        final List<String> RESPONSE_TYPES = Arrays.asList("request", "response", "conversion", "metadata");
+
+        try (
+                InputStream in = Files.newInputStream(requested);
+                WarcReader reader = new WarcReader(in)
+        ) {
+            reader.records().forEach(record -> {
+                System.out.println(" WARC-Type: " + record.type());
+                if (RESPONSE_TYPES.contains(record.type())) {
+                    MessageHeaders headers = record.headers();
+                    for (String header : headers.all("WARC-Target-URI")) {
+                        System.out.println(" WARC-Target-URI " + header);
+                    }
+                }
+            });
+        }
+    }
 }
diff --git a/src/main/java/org/commoncrawl/whirlwind/RecompressWARC.java b/src/main/java/org/commoncrawl/whirlwind/RecompressWARC.java
new file mode 100644
index 0000000..4247ba7
--- /dev/null
+++ b/src/main/java/org/commoncrawl/whirlwind/RecompressWARC.java
@@ -0,0 +1,55 @@
+// From https://github.com/commoncrawl/whirlwind-python
+
+package org.commoncrawl.whirlwind;
+
+import org.netpreserve.jwarc.WarcCompression;
+import org.netpreserve.jwarc.WarcReader;
+import org.netpreserve.jwarc.WarcWriter;
+
+import java.io.IOException;
+import java.io.InputStream;
+import java.io.OutputStream;
+import java.io.UncheckedIOException;
+import java.nio.channels.Channels;
+import java.nio.channels.WritableByteChannel;
+import java.nio.file.Files;
+import java.nio.file.Path;
+
+public class RecompressWARC {
+
+    public static void main(String[] args) throws IOException {
+
+        if (args.length != 2) {
+            System.err.println("Usage: java RecompressWarc <input-uncompressed-warc-file> <output-compressed-warc-file>");
+            System.exit(1);
+        }
+
+        Path inputPath = Path.of(args[0]).toAbsolutePath().normalize();
+        Path outputPath = Path.of(args[1]).toAbsolutePath().normalize();
+
+        if (!Files.isRegularFile(inputPath)) {
+            throw new SecurityException("Invalid input WARC path");
+        }
+
+        if (inputPath.endsWith(".gz")) {
+            System.out.println("Input WARC file is already compressed");
+            System.exit(1);
+        }
+
+        try (
+                InputStream in = Files.newInputStream(inputPath);
+                WarcReader reader = new WarcReader(in);
+                OutputStream out = Files.newOutputStream(outputPath);
+                WritableByteChannel outChannel = Channels.newChannel(out);
+                WarcWriter writer = new WarcWriter(outChannel, WarcCompression.GZIP)
+        ) {
+            reader.forEach(record -> {
+                try {
+                    writer.write(record);
+                } catch (IOException e) {
+                    throw new UncheckedIOException(e);
+                }
+            });
+        }
+    }
+}

From 4aa252a8537a42bac708709f39cd2140d2ff8b32 Mon Sep 17 00:00:00 2001
From: Luca Foppiano <luca@foppiano.org>
Date: Wed, 17 Dec 2025 16:52:33 +0000
Subject: [PATCH 09/33] cleanup, removing the rest of the python stuff for task
 0,1,2

---
 README.md                                     | 40 +++++++++----------
 .../org/commoncrawl/whirlwind/ReadWARC.java   |  1 -
 2 files changed, 18 insertions(+), 23 deletions(-)

diff --git a/README.md b/README.md
index e1a77e6..3e95287 100644
--- a/README.md
+++ b/README.md
@@ -27,8 +27,6 @@ and [duckdb](https://duckdb.org/).
 
 We use a [Makefile](https://makefiletutorial.com) to provide many of the commands needed to run this tutorial. To see what commands are being run, open the `Makefile` and find the relevant target: e.g. `make install` runs `mvn clean install`.
 
-~~Alternatively, a [notebook version](https://github.com/commoncrawl/whirlwind-python-notebook) of this tutorial is also available.~~
-
 Let's get started!
 
 ## Task 0: Set-up
@@ -92,11 +90,11 @@ Now that we've looked at the uncompressed versions of these files to understand
 
 ## Task 2: Iterate over WARC, WET, and WAT files
 
-The [warcio](https://github.com/webrecorder/warcio) Python library lets us read and write WARC files programmatically.
+The [JWar](https://github.com/iipc/jwarc) Java library lets us read and write WARC files programmatically.
 ```mermaid
 flowchart LR
-    user["userprocess (r/w)"]--warcio (w) -->warc
-    warc --warcio (r)--> user 
+    user["userprocess (r/w)"]--JWar (w) -->warc
+    warc --JWar (r)--> user 
     warc@{shape: cyl}
 ```
 Let's use it to iterate over our WARC, WET, and WAT files and print out the record types we looked at before. First, look at the code in `org.commoncrawl.whirlwind.ReadWARC`:
@@ -110,13 +108,12 @@ package org.commoncrawl.whirlwind;
 import org.netpreserve.jwarc.MessageHeaders;
 import org.netpreserve.jwarc.WarcReader;
 
-import java.io.DataInputStream;
 import java.io.IOException;
+import java.io.InputStream;
 import java.nio.file.Files;
 import java.nio.file.Path;
 import java.util.Arrays;
 import java.util.List;
-import java.util.zip.GZIPInputStream;
 
 public class ReadWARC {
 
@@ -133,30 +130,29 @@ public class ReadWARC {
         }
 
         final List<String> RESPONSE_TYPES = Arrays.asList("request", "response", "conversion", "metadata");
+
         try (
-                GZIPInputStream gzInputStream = new GZIPInputStream(Files.newInputStream(requested));
-                DataInputStream inStream = new DataInputStream(gzInputStream)
+                InputStream in = Files.newInputStream(requested);
+                WarcReader reader = new WarcReader(in)
         ) {
-            WarcReader reader = new WarcReader(inStream);
-
-            reader.records()
-                    .forEach(record -> {
-                        System.out.println(" WARC-Type: " + record.type());
-                        if (RESPONSE_TYPES.contains(record.type())) {
-                            MessageHeaders headers = record.headers();
-                            for (String header : headers.all("WARC-Target-URI")) {
-                                System.out.println(" WARC-Target-URI " + header);
-                            }
-                        }
-                    });
+            reader.records().forEach(record -> {
+                System.out.println(" WARC-Type: " + record.type());
+                if (RESPONSE_TYPES.contains(record.type())) {
+                    MessageHeaders headers = record.headers();
+                    for (String header : headers.all("WARC-Target-URI")) {
+                        System.out.println(" WARC-Target-URI " + header);
+                    }
+                }
+            });
         }
     }
 }
 
+
 ```
 </details>
 
-The `WarcReader` reads the WARC content using Streams in a single pass and allows us to access the attributes of each record (e.g. the record type through `record.rec_type`).
+The `org.commoncrawl.whirlwind.ReadWARC` reads the WARC content using JDK Streams in a single pass and allows us to access the attributes of each record (e.g. the record type through `record.type()`).
 
 Now run: 
 
diff --git a/src/main/java/org/commoncrawl/whirlwind/ReadWARC.java b/src/main/java/org/commoncrawl/whirlwind/ReadWARC.java
index db25377..4c13907 100644
--- a/src/main/java/org/commoncrawl/whirlwind/ReadWARC.java
+++ b/src/main/java/org/commoncrawl/whirlwind/ReadWARC.java
@@ -3,7 +3,6 @@
 package org.commoncrawl.whirlwind;
 
 import org.netpreserve.jwarc.MessageHeaders;
-import org.netpreserve.jwarc.WarcCompression;
 import org.netpreserve.jwarc.WarcReader;
 
 import java.io.IOException;

From 5b018e9cab9903def57756538f4859ebcbcf3769 Mon Sep 17 00:00:00 2001
From: Luca Foppiano <luca@foppiano.org>
Date: Thu, 18 Dec 2025 10:59:52 +0000
Subject: [PATCH 10/33] fix missing make install

---
 Makefile  | 3 +++
 README.md | 2 +-
 2 files changed, 4 insertions(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 5ff8fa3..6e552f6 100644
--- a/Makefile
+++ b/Makefile
@@ -1,3 +1,6 @@
+build:
+	mvn clean package
+
 iterate:
 	@echo iterating over all of the local warcs:
 	@echo
diff --git a/README.md b/README.md
index 3e95287..d5c2cd7 100644
--- a/README.md
+++ b/README.md
@@ -25,7 +25,7 @@ and [duckdb](https://duckdb.org/).
 
 **Prerequisites:** To get the most out of this tour, you should be comfortable with Maven, running commands on the command line, and basic SQL. Some knowledge of HTTP requests and HTML is also helpful but not essential. We assume you have [make](https://www.gnu.org/software/make/) and [Maven](https://maven.apache.org/) installed.
 
-We use a [Makefile](https://makefiletutorial.com) to provide many of the commands needed to run this tutorial. To see what commands are being run, open the `Makefile` and find the relevant target: e.g. `make install` runs `mvn clean install`.
+We use a [Makefile](https://makefiletutorial.com) to provide many of the commands needed to run this tutorial. To see what commands are being run, open the `Makefile` and find the relevant target: e.g. `make build` is running `mvn clean package`.
 
 Let's get started!
 

From 817862c56a15305811faa0da8d276d7eb5b5e755 Mon Sep 17 00:00:00 2001
From: Luca Foppiano <luca@foppiano.org>
Date: Thu, 18 Dec 2025 11:02:10 +0000
Subject: [PATCH 11/33] move data under 'data' directory

---
 Makefile                                      |  24 +++++++++---------
 whirlwind.warc => data/whirlwind.warc         |   0
 whirlwind.warc.gz => data/whirlwind.warc.gz   | Bin
 whirlwind.warc.wat => data/whirlwind.warc.wat |   0
 .../whirlwind.warc.wat.gz                     | Bin
 whirlwind.warc.wet => data/whirlwind.warc.wet |   0
 .../whirlwind.warc.wet.gz                     | Bin
 7 files changed, 12 insertions(+), 12 deletions(-)
 rename whirlwind.warc => data/whirlwind.warc (100%)
 rename whirlwind.warc.gz => data/whirlwind.warc.gz (100%)
 rename whirlwind.warc.wat => data/whirlwind.warc.wat (100%)
 rename whirlwind.warc.wat.gz => data/whirlwind.warc.wat.gz (100%)
 rename whirlwind.warc.wet => data/whirlwind.warc.wet (100%)
 rename whirlwind.warc.wet.gz => data/whirlwind.warc.wet.gz (100%)

diff --git a/Makefile b/Makefile
index 6e552f6..1c5dd1c 100644
--- a/Makefile
+++ b/Makefile
@@ -5,13 +5,13 @@ iterate:
 	@echo iterating over all of the local warcs:
 	@echo
 	@echo warc:
-	mvn -q exec:java -Dexec.mainClass=org.commoncrawl.whirlwind.ReadWARC -Dexec.args="whirlwind.warc.gz"
+	mvn -q exec:java -Dexec.mainClass=org.commoncrawl.whirlwind.ReadWARC -Dexec.args="data/whirlwind.warc.gz"
 	@echo
 	@echo wet:
-	mvn -q exec:java -Dexec.mainClass=org.commoncrawl.whirlwind.ReadWARC -Dexec.args="whirlwind.warc.wet.gz"
+	mvn -q exec:java -Dexec.mainClass=org.commoncrawl.whirlwind.ReadWARC -Dexec.args="data/whirlwind.warc.wet.gz"
 	@echo
 	@echo wat:
-	mvn -q exec:java -Dexec.mainClass=org.commoncrawl.whirlwind.ReadWARC -Dexec.args="whirlwind.warc.wat.gz"
+	mvn -q exec:java -Dexec.mainClass=org.commoncrawl.whirlwind.ReadWARC -Dexec.args="data/whirlwind.warc.wat.gz"
 	@echo
 
 # cdxj:
@@ -68,23 +68,23 @@ iterate:
 wreck_the_warc:
 	@echo
 	@echo we will break and then fix this warc
-	cp whirlwind.warc.gz testing.warc.gz
-	rm -f testing.warc
-	gzip -d testing.warc.gz  # windows gunzip no work-a
+	cp data/whirlwind.warc.gz data/testing.warc.gz
+	rm -f data/testing.warc
+	gzip -d data/testing.warc.gz  # windows gunzip no work-a
 	@echo
 	@echo iterate over this uncompressed warc: works
-	mvn -q exec:java -Dexec.mainClass=org.commoncrawl.whirlwind.ReadWARC -Dexec.args="testing.warc"
+	mvn -q exec:java -Dexec.mainClass=org.commoncrawl.whirlwind.ReadWARC -Dexec.args="data/testing.warc"
 	@echo
 	@echo compress it the wrong way
-	gzip testing.warc
+	gzip data/testing.warc
 	@echo
 	@echo iterating over this compressed warc fails
-	mvn -q exec:java -Dexec.mainClass=org.commoncrawl.whirlwind.ReadWARC -Dexec.args="testing.warc.gz" || /usr/bin/true
+	mvn -q exec:java -Dexec.mainClass=org.commoncrawl.whirlwind.ReadWARC -Dexec.args="data/testing.warc.gz" || /usr/bin/true
 	@echo
 	@echo "now let's do it the right way"
-	gzip -d testing.warc.gz
-	mvn -q exec:java -Dexec.mainClass=org.commoncrawl.whirlwind.RecompressWARC -Dexec.args="testing.warc testing.warc.gz"
+	gzip -d data/testing.warc.gz
+	mvn -q exec:java -Dexec.mainClass=org.commoncrawl.whirlwind.RecompressWARC -Dexec.args="data/testing.warc data/testing.warc.gz"
 	@echo
 	@echo and now iterating works
-	mvn -q exec:java -Dexec.mainClass=org.commoncrawl.whirlwind.ReadWARC -Dexec.args="testing.warc.gz"
+	mvn -q exec:java -Dexec.mainClass=org.commoncrawl.whirlwind.ReadWARC -Dexec.args="data/testing.warc.gz"
 	@echo
diff --git a/whirlwind.warc b/data/whirlwind.warc
similarity index 100%
rename from whirlwind.warc
rename to data/whirlwind.warc
diff --git a/whirlwind.warc.gz b/data/whirlwind.warc.gz
similarity index 100%
rename from whirlwind.warc.gz
rename to data/whirlwind.warc.gz
diff --git a/whirlwind.warc.wat b/data/whirlwind.warc.wat
similarity index 100%
rename from whirlwind.warc.wat
rename to data/whirlwind.warc.wat
diff --git a/whirlwind.warc.wat.gz b/data/whirlwind.warc.wat.gz
similarity index 100%
rename from whirlwind.warc.wat.gz
rename to data/whirlwind.warc.wat.gz
diff --git a/whirlwind.warc.wet b/data/whirlwind.warc.wet
similarity index 100%
rename from whirlwind.warc.wet
rename to data/whirlwind.warc.wet
diff --git a/whirlwind.warc.wet.gz b/data/whirlwind.warc.wet.gz
similarity index 100%
rename from whirlwind.warc.wet.gz
rename to data/whirlwind.warc.wet.gz

From 620ebee754732e3764dec959a910ed598caf3600 Mon Sep 17 00:00:00 2001
From: Luca Foppiano <luca@foppiano.org>
Date: Thu, 18 Dec 2025 11:16:52 +0000
Subject: [PATCH 12/33] add Apache header in the code

---
 .../org/commoncrawl/whirlwind/ReadWARC.java     | 17 ++++++++++++++++-
 .../commoncrawl/whirlwind/RecompressWARC.java   | 17 ++++++++++++++++-
 2 files changed, 32 insertions(+), 2 deletions(-)

diff --git a/src/main/java/org/commoncrawl/whirlwind/ReadWARC.java b/src/main/java/org/commoncrawl/whirlwind/ReadWARC.java
index 4c13907..0893878 100644
--- a/src/main/java/org/commoncrawl/whirlwind/ReadWARC.java
+++ b/src/main/java/org/commoncrawl/whirlwind/ReadWARC.java
@@ -1,4 +1,19 @@
-// From https://github.com/commoncrawl/whirlwind-python
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
 
 package org.commoncrawl.whirlwind;
 
diff --git a/src/main/java/org/commoncrawl/whirlwind/RecompressWARC.java b/src/main/java/org/commoncrawl/whirlwind/RecompressWARC.java
index 4247ba7..ab555da 100644
--- a/src/main/java/org/commoncrawl/whirlwind/RecompressWARC.java
+++ b/src/main/java/org/commoncrawl/whirlwind/RecompressWARC.java
@@ -1,4 +1,19 @@
-// From https://github.com/commoncrawl/whirlwind-python
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
 
 package org.commoncrawl.whirlwind;
 

From 886ff0bfe22c4a3fae392e58febbb389c3de9ea3 Mon Sep 17 00:00:00 2001
From: Luca Foppiano <luca@foppiano.org>
Date: Thu, 18 Dec 2025 14:39:11 +0000
Subject: [PATCH 13/33] make sure we build before running

---
 Makefile | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/Makefile b/Makefile
index 1c5dd1c..9887f3a 100644
--- a/Makefile
+++ b/Makefile
@@ -1,7 +1,7 @@
 build:
 	mvn clean package
 
-iterate:
+iterate: build
 	@echo iterating over all of the local warcs:
 	@echo
 	@echo warc:
@@ -65,7 +65,7 @@ iterate:
 # 	@echo "warning! this might take 1-10 minutes"
 # 	python duck.py cloudfront
 #
-wreck_the_warc:
+wreck_the_warc: build
 	@echo
 	@echo we will break and then fix this warc
 	cp data/whirlwind.warc.gz data/testing.warc.gz

From 6180fce5d64599af7a4d9e329312a92032888259 Mon Sep 17 00:00:00 2001
From: Luca Foppiano <luca@foppiano.org>
Date: Fri, 19 Dec 2025 17:18:23 +0000
Subject: [PATCH 14/33] update .gitignore

---
 .gitignore | 14 +++++++-------
 1 file changed, 7 insertions(+), 7 deletions(-)

diff --git a/.gitignore b/.gitignore
index 23c9e82..50bb63b 100644
--- a/.gitignore
+++ b/.gitignore
@@ -28,15 +28,15 @@ Temporary Items
 # Borrowed from whirlwind-python
 *.cdxj
 construction/*.gz
-CC-MAIN*files
-TEST*.gz
+**/CC-MAIN*files
+**/TEST*.gz
 extraction.*
 testing.*
-whirlwind.parquet
-collinfo.json
+**/whirlwind.parquet
+**/collinfo.json
+**/*.jar
 .venv/
 .vscode/
 .idea/
-
-.idea
-target
+target/
+build/

From d35e3d8aeaf6aee733ab2475cb91a5ab4892e862 Mon Sep 17 00:00:00 2001
From: Luca Foppiano <luca@foppiano.org>
Date: Sat, 20 Dec 2025 18:41:15 +0000
Subject: [PATCH 15/33] Implement WARC compression validation for  Task 5

---
 .../org/commoncrawl/whirlwind/ReadWARC.java   | 12 ++++
 .../commoncrawl/whirlwind/ValidateWARC.java   | 64 +++++++++++++++++++
 2 files changed, 76 insertions(+)
 create mode 100644 src/main/java/org/commoncrawl/whirlwind/ValidateWARC.java

diff --git a/src/main/java/org/commoncrawl/whirlwind/ReadWARC.java b/src/main/java/org/commoncrawl/whirlwind/ReadWARC.java
index 0893878..62e8025 100644
--- a/src/main/java/org/commoncrawl/whirlwind/ReadWARC.java
+++ b/src/main/java/org/commoncrawl/whirlwind/ReadWARC.java
@@ -42,6 +42,18 @@ public static void main(String[] args) throws IOException {
         }
 
         final List<String> RESPONSE_TYPES = Arrays.asList("request", "response", "conversion", "metadata");
+        try {
+            ValidateWARC.validateRandomAccessWarcOrFail(requested);
+        } catch (IOException e) {
+            System.out.println("This file is probably not a multi-member gzip but a single gzip file." +
+                    "\n" +
+                    "To allow seek, a gzipped WARC must have each record compressed into a single gzip member and concatenated together." +
+                    "\n" +
+                    "\n" +
+                    "This file is likely still valid and can be fixed by running:" +
+                    "\n" +
+                    "mvn -q exec:java -Dexec.mainClass=org.commoncrawl.whirlwind.RecompressWARC -Dexec.args=\"testing.warc testing.warc.gz\"");
+        }
 
         try (
                 InputStream in = Files.newInputStream(requested);
diff --git a/src/main/java/org/commoncrawl/whirlwind/ValidateWARC.java b/src/main/java/org/commoncrawl/whirlwind/ValidateWARC.java
new file mode 100644
index 0000000..c0da996
--- /dev/null
+++ b/src/main/java/org/commoncrawl/whirlwind/ValidateWARC.java
@@ -0,0 +1,64 @@
+package org.commoncrawl.whirlwind;
+
+import org.apache.commons.compress.compressors.gzip.GzipCompressorInputStream;
+
+import java.io.BufferedInputStream;
+import java.io.IOException;
+import java.io.InputStream;
+import java.nio.file.Files;
+import java.nio.file.Path;
+import java.util.concurrent.atomic.AtomicInteger;
+
+public class ValidateWARC {
+    public static void main(String[] args) throws Exception {
+        if (args.length != 1) {
+            System.err.println("Usage: java ValidateWARC <file.gz>");
+            System.exit(2);
+        }
+
+        Path requested = Path.of(args[0]).toAbsolutePath().normalize();
+        if (!Files.isRegularFile(requested)) {
+            throw new SecurityException("Invalid WARC path");
+        }
+
+        int n = getWarcCompressionInformation(requested);
+        if (n <= 1) {
+            System.out.println("Single-member gzip (likely whole-file gzip). members=" + n);
+        } else {
+            System.out.println("Concatenated multi-member gzip (record-compressed). members=" + n);
+        }
+
+    }
+
+    public static int getWarcCompressionInformation(Path inputWarc) throws IOException {
+        final AtomicInteger memberCount = new AtomicInteger(0);
+
+        try (
+                InputStream fis = Files.newInputStream(inputWarc);
+                BufferedInputStream bis = new BufferedInputStream(fis);
+                GzipCompressorInputStream gz = GzipCompressorInputStream.builder()
+                        .setDecompressConcatenated(true)
+                        .setOnMemberEnd(x -> memberCount.incrementAndGet())
+                        .setInputStream(bis).get()
+        ) {
+
+            byte[] buf = new byte[64 * 1024];
+            while (gz.read(buf) != -1) {
+                // Read the entire stream to trigger member processing
+                // We might not need to read the whole stream, just enough to get an idea
+            }
+        }
+
+        return memberCount.get();
+    }
+
+    public static void validateRandomAccessWarcOrFail(Path inputWarc) throws IOException {
+        int n = getWarcCompressionInformation(inputWarc);
+
+        if (n <= 1) {
+            throw new IOException("Non-chunked gzip file detected, gzip block continues\n" +
+                    "    beyond single record. " + n);
+        }
+
+    }
+}

From e20c81e4ec689af685949ed2d11f7ee86b138165 Mon Sep 17 00:00:00 2001
From: Luca Foppiano <luca@foppiano.org>
Date: Sat, 20 Dec 2025 18:52:35 +0000
Subject: [PATCH 16/33] Ignore gzip validation if is uncompressed

---
 .../org/commoncrawl/whirlwind/ReadWARC.java   | 28 +++++++++++--------
 .../commoncrawl/whirlwind/ValidateWARC.java   |  2 ++
 2 files changed, 18 insertions(+), 12 deletions(-)

diff --git a/src/main/java/org/commoncrawl/whirlwind/ReadWARC.java b/src/main/java/org/commoncrawl/whirlwind/ReadWARC.java
index 62e8025..57c789b 100644
--- a/src/main/java/org/commoncrawl/whirlwind/ReadWARC.java
+++ b/src/main/java/org/commoncrawl/whirlwind/ReadWARC.java
@@ -29,6 +29,8 @@
 
 public class ReadWARC {
 
+    private static final List<String> RESPONSE_TYPES = Arrays.asList("request", "response", "conversion", "metadata");
+
     public static void main(String[] args) throws IOException {
 
         if (args.length != 1) {
@@ -41,18 +43,20 @@ public static void main(String[] args) throws IOException {
             throw new SecurityException("Invalid WARC path");
         }
 
-        final List<String> RESPONSE_TYPES = Arrays.asList("request", "response", "conversion", "metadata");
-        try {
-            ValidateWARC.validateRandomAccessWarcOrFail(requested);
-        } catch (IOException e) {
-            System.out.println("This file is probably not a multi-member gzip but a single gzip file." +
-                    "\n" +
-                    "To allow seek, a gzipped WARC must have each record compressed into a single gzip member and concatenated together." +
-                    "\n" +
-                    "\n" +
-                    "This file is likely still valid and can be fixed by running:" +
-                    "\n" +
-                    "mvn -q exec:java -Dexec.mainClass=org.commoncrawl.whirlwind.RecompressWARC -Dexec.args=\"testing.warc testing.warc.gz\"");
+        if (requested.endsWith("gz") || requested.endsWith("gzip")) {
+            try {
+                ValidateWARC.validateRandomAccessWarcOrFail(requested);
+            } catch (IOException e) {
+                System.out.println("This file is probably not a multi-member gzip but a single gzip file." +
+                        "\n" +
+                        "To allow seek, a gzipped WARC must have each record compressed into a single gzip member and concatenated together." +
+                        "\n" +
+                        "\n" +
+                        "This file is likely still valid and can be fixed by running:" +
+                        "\n" +
+                        "mvn -q exec:java -Dexec.mainClass=org.commoncrawl.whirlwind.RecompressWARC -Dexec.args=\"testing.warc testing.warc.gz\"");
+                System.exit(-1);
+            }
         }
 
         try (
diff --git a/src/main/java/org/commoncrawl/whirlwind/ValidateWARC.java b/src/main/java/org/commoncrawl/whirlwind/ValidateWARC.java
index c0da996..021d712 100644
--- a/src/main/java/org/commoncrawl/whirlwind/ValidateWARC.java
+++ b/src/main/java/org/commoncrawl/whirlwind/ValidateWARC.java
@@ -47,6 +47,8 @@ public static int getWarcCompressionInformation(Path inputWarc) throws IOExcepti
                 // Read the entire stream to trigger member processing
                 // We might not need to read the whole stream, just enough to get an idea
             }
+        } catch (IOException e) {
+            throw new IllegalArgumentException("The file is either not a gzip file or is corrupted.", e);
         }
 
         return memberCount.get();

From 0fa930e07303d067fe36798b99583153a29889b2 Mon Sep 17 00:00:00 2001
From: Luca Foppiano <luca@foppiano.org>
Date: Mon, 22 Dec 2025 09:13:17 +0000
Subject: [PATCH 17/33] fix compression check, update Readme.md

---
 README.md                                     | 31 +++++++++----------
 .../org/commoncrawl/whirlwind/ReadWARC.java   |  2 +-
 2 files changed, 15 insertions(+), 18 deletions(-)

diff --git a/README.md b/README.md
index d5c2cd7..1b2fc38 100644
--- a/README.md
+++ b/README.md
@@ -291,12 +291,12 @@ and read through the output. You should get something like the output below:
 
 ```
 we will break and then fix this warc
-cp whirlwind.warc.gz testing.warc.gz
-rm -f testing.warc
-gzip -d testing.warc.gz  # windows gunzip no work-a
+cp data/whirlwind.warc.gz data/testing.warc.gz
+rm -f data/testing.warc
+gzip -d data/testing.warc.gz  # windows gunzip no work-a
 
 iterate over this uncompressed warc: works
-mvn -q exec:java -Dexec.mainClass=org.commoncrawl.whirlwind.ReadWARC -Dexec.args="testing.warc"
+mvn -q exec:java -Dexec.mainClass=org.commoncrawl.whirlwind.ReadWARC -Dexec.args="data/testing.warc"
  WARC-Type: warcinfo
  WARC-Type: request
  WARC-Target-URI https://an.wikipedia.org/wiki/Escopete
@@ -306,25 +306,22 @@ mvn -q exec:java -Dexec.mainClass=org.commoncrawl.whirlwind.ReadWARC -Dexec.args
  WARC-Target-URI https://an.wikipedia.org/wiki/Escopete
 
 compress it the wrong way
-gzip testing.warc
+gzip data/testing.warc
 
--- HERE IT DOES NOT FAIL --
 iterating over this compressed warc fails
-mvn -q exec:java -Dexec.mainClass=org.commoncrawl.whirlwind.ReadWARC -Dexec.args="testing.warc.gz" || /usr/bin/true
- WARC-Type: warcinfo
- WARC-Type: request
- WARC-Target-URI https://an.wikipedia.org/wiki/Escopete
- WARC-Type: response
- WARC-Target-URI https://an.wikipedia.org/wiki/Escopete
- WARC-Type: metadata
- WARC-Target-URI https://an.wikipedia.org/wiki/Escopete
+mvn -q exec:java -Dexec.mainClass=org.commoncrawl.whirlwind.ReadWARC -Dexec.args="data/testing.warc.gz" || /usr/bin/true
+This file is probably not a multi-member gzip but a single gzip file.
+To allow seek, a gzipped WARC must have each record compressed into a single gzip member and concatenated together.
 
-now let's do it the right way
-gzip -d testing.warc.gz
+This file is likely still valid and can be fixed by running:
 mvn -q exec:java -Dexec.mainClass=org.commoncrawl.whirlwind.RecompressWARC -Dexec.args="testing.warc testing.warc.gz"
 
+now let's do it the right way
+gzip -d data/testing.warc.gz
+mvn -q exec:java -Dexec.mainClass=org.commoncrawl.whirlwind.RecompressWARC -Dexec.args="data/testing.warc data/testing.warc.gz"
+
 and now iterating works
-mvn -q exec:java -Dexec.mainClass=org.commoncrawl.whirlwind.ReadWARC -Dexec.args="testing.warc.gz"
+mvn -q exec:java -Dexec.mainClass=org.commoncrawl.whirlwind.ReadWARC -Dexec.args="data/testing.warc.gz"
  WARC-Type: warcinfo
  WARC-Type: request
  WARC-Target-URI https://an.wikipedia.org/wiki/Escopete
diff --git a/src/main/java/org/commoncrawl/whirlwind/ReadWARC.java b/src/main/java/org/commoncrawl/whirlwind/ReadWARC.java
index 57c789b..313a6ff 100644
--- a/src/main/java/org/commoncrawl/whirlwind/ReadWARC.java
+++ b/src/main/java/org/commoncrawl/whirlwind/ReadWARC.java
@@ -43,7 +43,7 @@ public static void main(String[] args) throws IOException {
             throw new SecurityException("Invalid WARC path");
         }
 
-        if (requested.endsWith("gz") || requested.endsWith("gzip")) {
+        if (requested.toString().endsWith("gz") || requested.toString().endsWith("gzip")) {
             try {
                 ValidateWARC.validateRandomAccessWarcOrFail(requested);
             } catch (IOException e) {

From 78fbac6e2a090f6d616ea21130ffb155f5e119cc Mon Sep 17 00:00:00 2001
From: Luca Foppiano <luca@foppiano.org>
Date: Mon, 22 Dec 2025 15:24:13 +0000
Subject: [PATCH 18/33] add missing apache licence

---
 .../org/commoncrawl/whirlwind/ValidateWARC.java  | 16 ++++++++++++++++
 1 file changed, 16 insertions(+)

diff --git a/src/main/java/org/commoncrawl/whirlwind/ValidateWARC.java b/src/main/java/org/commoncrawl/whirlwind/ValidateWARC.java
index 021d712..89b4dfe 100644
--- a/src/main/java/org/commoncrawl/whirlwind/ValidateWARC.java
+++ b/src/main/java/org/commoncrawl/whirlwind/ValidateWARC.java
@@ -1,3 +1,19 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
 package org.commoncrawl.whirlwind;
 
 import org.apache.commons.compress.compressors.gzip.GzipCompressorInputStream;

From 6f977821d207f05fba48583e6051636f27086b31 Mon Sep 17 00:00:00 2001
From: Luca Foppiano <luca@foppiano.org>
Date: Mon, 22 Dec 2025 15:50:27 +0000
Subject: [PATCH 19/33] add commons-compress library

---
 pom.xml | 44 +++++++++++++++++++++++++-------------------
 1 file changed, 25 insertions(+), 19 deletions(-)

diff --git a/pom.xml b/pom.xml
index 40ed6ad..78b40cc 100644
--- a/pom.xml
+++ b/pom.xml
@@ -1,27 +1,33 @@
 <?xml version="1.0" encoding="UTF-8"?>
 <project
-		xmlns="http://maven.apache.org/POM/4.0.0"
-		xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
-		xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 https://maven.apache.org/xsd/maven-4.0.0.xsd">
-	<modelVersion>4.0.0</modelVersion>
+        xmlns="http://maven.apache.org/POM/4.0.0"
+        xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+        xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 https://maven.apache.org/xsd/maven-4.0.0.xsd">
+    <modelVersion>4.0.0</modelVersion>
 
-	<groupId>org.commoncrawl</groupId>
-	<artifactId>whirlwind-java</artifactId>
-	<version>0.1.0-SNAPSHOT</version>
-	<name>Whirlwind Tour Java Tools</name>
+    <groupId>org.commoncrawl</groupId>
+    <artifactId>whirlwind-java</artifactId>
+    <version>0.1.0-SNAPSHOT</version>
+    <name>Whirlwind Tour Java Tools</name>
 
-	<properties>
-		<maven.compiler.release>11</maven.compiler.release>
-		<project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
-	</properties>
+    <properties>
+        <maven.compiler.release>11</maven.compiler.release>
+        <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
+    </properties>
 
-	<dependencies>
-		<dependency>
-			<groupId>org.netpreserve</groupId>
-			<artifactId>jwarc</artifactId>
-			<version>0.32.0</version>
-		</dependency>
-	</dependencies>
+    <dependencies>
+        <dependency>
+            <groupId>org.apache.commons</groupId>
+            <artifactId>commons-compress</artifactId>
+            <version>1.28.0</version>
+        </dependency>
+        <dependency>
+            <groupId>org.netpreserve</groupId>
+            <artifactId>jwarc</artifactId>
+            <version>0.32.0</version>
+        </dependency>
+
+    </dependencies>
 
 	<build>
 		<plugins>

From 52fca8cede7c0ecb64a07f0e9ae011834fc7ebea Mon Sep 17 00:00:00 2001
From: Luca Foppiano <luca@foppiano.org>
Date: Mon, 22 Dec 2025 16:00:55 +0000
Subject: [PATCH 20/33] place Github Actions in the correct directory

---
 .github/{ => workflows}/ci-build-unstable.yml | 0
 1 file changed, 0 insertions(+), 0 deletions(-)
 rename .github/{ => workflows}/ci-build-unstable.yml (100%)

diff --git a/.github/ci-build-unstable.yml b/.github/workflows/ci-build-unstable.yml
similarity index 100%
rename from .github/ci-build-unstable.yml
rename to .github/workflows/ci-build-unstable.yml

From 75af0e164e448e828ffbe0fed4cd31e70281c0aa Mon Sep 17 00:00:00 2001
From: Luca Foppiano <luca@foppiano.org>
Date: Tue, 23 Dec 2025 08:55:55 +0000
Subject: [PATCH 21/33] Add CDJX indexer using unreleased JARC code

---
 Makefile                                      |  10 +-
 README.md                                     |   9 +-
 pom.xml                                       | 101 +++++++++---------
 .../commoncrawl/whirlwind/CdxjIndexer.java    |  69 ++++++++++++
 4 files changed, 129 insertions(+), 60 deletions(-)
 create mode 100644 src/main/java/org/commoncrawl/whirlwind/CdxjIndexer.java

diff --git a/Makefile b/Makefile
index 9887f3a..e7cc105 100644
--- a/Makefile
+++ b/Makefile
@@ -1,4 +1,5 @@
 build:
+	mvn -q install:install-file -Dfile=libs/jwarc-0.32.1-SNAPSHOT.jar -DgroupId=org.netpreserve -DartifactId=jwarc -Dversion=0.32.1-SNAPSHOT -Dpackaging=jar
 	mvn clean package
 
 iterate: build
@@ -14,11 +15,12 @@ iterate: build
 	mvn -q exec:java -Dexec.mainClass=org.commoncrawl.whirlwind.ReadWARC -Dexec.args="data/whirlwind.warc.wat.gz"
 	@echo
 
-# cdxj:
-# 	@echo "creating *.cdxj index files from the local warcs"
-# 	cdxj-indexer whirlwind.warc.gz > whirlwind.warc.cdxj
+cdxj:
+	@echo "creating *.cdxj index files from the local warcs"
+	mvn -q exec:java -Dexec.mainClass=org.commoncrawl.whirlwind.CdxjIndexer -Dexec.args="data/whirlwind.warc.gz" > whirlwind.warc.cdxj
 # 	cdxj-indexer --records conversion whirlwind.warc.wet.gz > whirlwind.warc.wet.cdxj
-# 	cdxj-indexer whirlwind.warc.wat.gz > whirlwind.warc.wat.cdxj
+	mvn -q exec:java -Dexec.mainClass=org.commoncrawl.whirlwind.CdxjIndexer -Dexec.args="data/whirlwind.warc.wet.gz" > whirlwind.warc.wet.cdxj
+	mvn -q exec:java -Dexec.mainClass=org.commoncrawl.whirlwind.CdxjIndexer -Dexec.args="data/whirlwind.warc.wat.gz" > whirlwind.warc.wat.cdxj
 
 # extract:
 # 	@echo "creating extraction.* from local warcs, the offset numbers are from the cdxj index"
diff --git a/README.md b/README.md
index 1b2fc38..10038db 100644
--- a/README.md
+++ b/README.md
@@ -208,8 +208,6 @@ We have two versions of the index: the CDX index and the columnar index. The CDX
 
 ### CDX(J) index
 
-**TBA**: Did not find a good java library that implements this feature, ideally can be implemented in jwarc
-
 The CDX index files are sorted plain-text files, with each line containing information about a single capture in the WARC. Technically, Common Crawl uses CDXJ index files since the information about each capture is formatted as JSON. We'll use CDX and CDXJ interchangeably in this tour for legacy reasons 💅
 
 We can create our own CDXJ index from the local WARCs by running:
@@ -223,9 +221,10 @@ This uses the [cdxj-indexer](https://github.com/webrecorder/cdxj-indexer) librar
 
 ```
 creating *.cdxj index files from the local warcs
-cdxj-indexer whirlwind.warc.gz > whirlwind.warc.cdxj
-cdxj-indexer --records conversion whirlwind.warc.wet.gz > whirlwind.warc.wet.cdxj
-cdxj-indexer whirlwind.warc.wat.gz > whirlwind.warc.wat.cdxj
+mvn -q exec:java -Dexec.mainClass=org.commoncrawl.whirlwind.CdxjIndexer -Dexec.args="data/whirlwind.warc.gz"
+cdxj-indexer data/whirlwind.warc.gz > data/whirlwind.warc.cdxj
+cdxj-indexer --records conversion data/whirlwind.warc.wet.gz > data/whirlwind.warc.wet.cdxj
+cdxj-indexer data/whirlwind.warc.wat.gz > data/whirlwind.warc.wat.cdxj
 ```
 
 </details>
diff --git a/pom.xml b/pom.xml
index 78b40cc..d86aee3 100644
--- a/pom.xml
+++ b/pom.xml
@@ -24,58 +24,57 @@
         <dependency>
             <groupId>org.netpreserve</groupId>
             <artifactId>jwarc</artifactId>
-            <version>0.32.0</version>
+            <version>0.32.1-SNAPSHOT</version>
         </dependency>
-
     </dependencies>
 
-	<build>
-		<plugins>
-			<plugin>
-				<groupId>org.apache.maven.plugins</groupId>
-				<artifactId>maven-compiler-plugin</artifactId>
-				<version>3.11.0</version>
-				<configuration>
-					<release>${maven.compiler.release}</release>
-				</configuration>
-			</plugin>
-			<plugin>
-				<groupId>org.apache.maven.plugins</groupId>
-				<artifactId>maven-jar-plugin</artifactId>
-				<version>3.3.0</version>
-				<configuration>
-					<archive>
-						<manifest>
-							<mainClass>org.commoncrawl.whirlwind.ReadWARC</mainClass>
-						</manifest>
-					</archive>
-				</configuration>
-			</plugin>
-			<plugin>
-				<groupId>com.diffplug.spotless</groupId>
-				<artifactId>spotless-maven-plugin</artifactId>
-				<version>2.46.1</version>
-				<configuration>
-					<pom>
-						<!-- These are the defaults, you can override if you want -->
-						<includes>
-							<include>pom.xml</include>
-						</includes>
-						<sortPom>
-							<indentAttribute>all</indentAttribute>
-							<keepBlankLines>true</keepBlankLines>
-							<expandEmptyElements>false</expandEmptyElements>
-							<nrOfIndentSpace>-1</nrOfIndentSpace>
-							<predefinedSortOrder>recommended_2008_06</predefinedSortOrder>
-						</sortPom>
-					</pom>
-					<java>
-						<eclipse>
-							<file>${project.basedir}/eclipse-formatter.xml</file>
-						</eclipse>
-					</java>
-				</configuration>
-			</plugin>
-		</plugins>
-	</build>
+    <build>
+        <plugins>
+            <plugin>
+                <groupId>org.apache.maven.plugins</groupId>
+                <artifactId>maven-compiler-plugin</artifactId>
+                <version>3.11.0</version>
+                <configuration>
+                    <release>${maven.compiler.release}</release>
+                </configuration>
+            </plugin>
+            <plugin>
+                <groupId>org.apache.maven.plugins</groupId>
+                <artifactId>maven-jar-plugin</artifactId>
+                <version>3.3.0</version>
+                <configuration>
+                    <archive>
+                        <manifest>
+                            <mainClass>org.commoncrawl.whirlwind.ReadWARC</mainClass>
+                        </manifest>
+                    </archive>
+                </configuration>
+            </plugin>
+            <plugin>
+                <groupId>com.diffplug.spotless</groupId>
+                <artifactId>spotless-maven-plugin</artifactId>
+                <version>2.46.1</version>
+                <configuration>
+                    <pom>
+                        <!-- These are the defaults, you can override if you want -->
+                        <includes>
+                            <include>pom.xml</include>
+                        </includes>
+                        <sortPom>
+                            <indentAttribute>all</indentAttribute>
+                            <keepBlankLines>true</keepBlankLines>
+                            <expandEmptyElements>false</expandEmptyElements>
+                            <nrOfIndentSpace>-1</nrOfIndentSpace>
+                            <predefinedSortOrder>recommended_2008_06</predefinedSortOrder>
+                        </sortPom>
+                    </pom>
+                    <java>
+                        <eclipse>
+                            <file>${project.basedir}/eclipse-formatter.xml</file>
+                        </eclipse>
+                    </java>
+                </configuration>
+            </plugin>
+        </plugins>
+    </build>
 </project>
diff --git a/src/main/java/org/commoncrawl/whirlwind/CdxjIndexer.java b/src/main/java/org/commoncrawl/whirlwind/CdxjIndexer.java
new file mode 100644
index 0000000..eee289c
--- /dev/null
+++ b/src/main/java/org/commoncrawl/whirlwind/CdxjIndexer.java
@@ -0,0 +1,69 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.commoncrawl.whirlwind;
+
+import org.netpreserve.jwarc.WarcReader;
+import org.netpreserve.jwarc.cdx.CdxFormat;
+import org.netpreserve.jwarc.cdx.CdxWriter;
+
+import java.io.IOException;
+import java.io.InputStream;
+import java.io.OutputStreamWriter;
+import java.nio.file.Files;
+import java.nio.file.Path;
+
+public class CdxjIndexer {
+
+    public static void main(String[] args) throws IOException {
+
+        if (args.length != 1) {
+            System.err.println("Usage: java CdxjIndexer <input-warc-file>");
+            System.exit(1);
+        }
+
+        Path requested = Path.of(args[0]).toAbsolutePath().normalize();
+        if (!Files.isRegularFile(requested)) {
+            throw new SecurityException("Invalid WARC path");
+        }
+
+        if (requested.toString().endsWith("gz") || requested.toString().endsWith("gzip")) {
+            try {
+                ValidateWARC.validateRandomAccessWarcOrFail(requested);
+            } catch (IOException e) {
+                System.out.println("This file is probably not a multi-member gzip but a single gzip file." +
+                        "\n" +
+                        "To allow seek, a gzipped WARC must have each record compressed into a single gzip member and concatenated together." +
+                        "\n" +
+                        "\n" +
+                        "This file is likely still valid and can be fixed by running:" +
+                        "\n" +
+                        "mvn -q exec:java -Dexec.mainClass=org.commoncrawl.whirlwind.RecompressWARC -Dexec.args=\"testing.warc testing.warc.gz\"");
+                System.exit(-1);
+            }
+        }
+
+        try (
+                InputStream in = Files.newInputStream(requested);
+                CdxWriter cdxjWriter = new CdxWriter(new OutputStreamWriter(System.out));
+                WarcReader reader = new WarcReader(in)
+        ) {
+            cdxjWriter.setFormat(CdxFormat.CDXJ);
+            cdxjWriter.process(reader, requested.toString());
+        }
+    }
+}

From 077f904a3014f3aa2b7a508d3459a97368e5b089 Mon Sep 17 00:00:00 2001
From: Luca Foppiano <luca@foppiano.org>
Date: Sun, 28 Dec 2025 21:41:29 +0000
Subject: [PATCH 22/33] Implement Task 3 and 4

---
 Makefile                                      |  52 ++--
 README.md                                     |  17 +-
 pom.xml                                       |   2 +-
 .../CdxFilterWithDynamicFiltering.java        | 270 ++++++++++++++++++
 .../commoncrawl/whirlwind/CdxjIndexer.java    |  73 ++++-
 5 files changed, 363 insertions(+), 51 deletions(-)
 create mode 100644 src/main/java/org/commoncrawl/whirlwind/CdxFilterWithDynamicFiltering.java

diff --git a/Makefile b/Makefile
index e7cc105..4f7d607 100644
--- a/Makefile
+++ b/Makefile
@@ -1,34 +1,19 @@
 build:
-	mvn -q install:install-file -Dfile=libs/jwarc-0.32.1-SNAPSHOT.jar -DgroupId=org.netpreserve -DartifactId=jwarc -Dversion=0.32.1-SNAPSHOT -Dpackaging=jar
 	mvn clean package
 
-iterate: build
-	@echo iterating over all of the local warcs:
-	@echo
-	@echo warc:
-	mvn -q exec:java -Dexec.mainClass=org.commoncrawl.whirlwind.ReadWARC -Dexec.args="data/whirlwind.warc.gz"
-	@echo
-	@echo wet:
-	mvn -q exec:java -Dexec.mainClass=org.commoncrawl.whirlwind.ReadWARC -Dexec.args="data/whirlwind.warc.wet.gz"
-	@echo
-	@echo wat:
-	mvn -q exec:java -Dexec.mainClass=org.commoncrawl.whirlwind.ReadWARC -Dexec.args="data/whirlwind.warc.wat.gz"
-	@echo
-
-cdxj:
+cdxj: build ensure_jwarc
 	@echo "creating *.cdxj index files from the local warcs"
-	mvn -q exec:java -Dexec.mainClass=org.commoncrawl.whirlwind.CdxjIndexer -Dexec.args="data/whirlwind.warc.gz" > whirlwind.warc.cdxj
-# 	cdxj-indexer --records conversion whirlwind.warc.wet.gz > whirlwind.warc.wet.cdxj
-	mvn -q exec:java -Dexec.mainClass=org.commoncrawl.whirlwind.CdxjIndexer -Dexec.args="data/whirlwind.warc.wet.gz" > whirlwind.warc.wet.cdxj
-	mvn -q exec:java -Dexec.mainClass=org.commoncrawl.whirlwind.CdxjIndexer -Dexec.args="data/whirlwind.warc.wat.gz" > whirlwind.warc.wat.cdxj
+	java -jar jwarc.jar cdxj data/whirlwind.warc.gz > whirlwind.warc.cdxj
+	mvn -q exec:java -Dexec.mainClass=org.commoncrawl.whirlwind.CdxjIndexer -Dexec.args="data/whirlwind.warc.wet.gz --records conversion" > whirlwind.warc.wet.cdxj
+	mvn -q exec:java -Dexec.mainClass=org.commoncrawl.whirlwind.CdxjIndexer -Dexec.args="data/whirlwind.warc.wat.gz --records metadata" > whirlwind.warc.wat.cdxj
+
+extract:
+	@echo "creating extraction.* from local warcs, the offset numbers are from the cdxj index"
+	java -jar jwarc.jar extract --payload data/whirlwind.warc.gz 1023 > extraction.html
+	java -jar jwarc.jar extract --payload data/whirlwind.warc.wet.gz 466 > extraction.txt
+	java -jar jwarc.jar extract --payload data/whirlwind.warc.wat.gz 443 > extraction.json
+	@echo "hint: python -m json.tool extraction.json"
 
-# extract:
-# 	@echo "creating extraction.* from local warcs, the offset numbers are from the cdxj index"
-# 	warcio extract --payload whirlwind.warc.gz 1023 > extraction.html
-# 	warcio extract --payload whirlwind.warc.wet.gz 466 > extraction.txt
-# 	warcio extract --payload whirlwind.warc.wat.gz 443 > extraction.json
-# 	@echo "hint: python -m json.tool extraction.json"
-#
 # cdx_toolkit:
 # 	@echo demonstrate that we have this entry in the index
 # 	cdxt --crawl CC-MAIN-2024-22 --from 20240518015810 --to 20240518015810 iter an.wikipedia.org/wiki/Escopete
@@ -67,7 +52,20 @@ cdxj:
 # 	@echo "warning! this might take 1-10 minutes"
 # 	python duck.py cloudfront
 #
-wreck_the_warc: build
+ensure_jwarc:
+	@echo "Ensuring JWarc JAR is present"
+	@if [ ! -f jwarc.jar ] ; then \
+	  echo "jwarc.jar not found, downloading..." ; \
+	  curl -fL -o jwarc.jar https://github.com/iipc/jwarc/releases/download/v0.33.0/jwarc-0.33.0.jar ; \
+	else \
+	  echo "jwarc.jar found." ; \
+	fi
+
+get_jwarc:
+	@echo "downloading JWarc JAR"
+	curl -fL -o jwarc.jar https://github.com/iipc/jwarc/releases/download/v0.33.0/jwarc-0.33.0.jar
+
+wreck_the_warc: build ensure_jwarc
 	@echo
 	@echo we will break and then fix this warc
 	cp data/whirlwind.warc.gz data/testing.warc.gz
diff --git a/README.md b/README.md
index 10038db..6c390c3 100644
--- a/README.md
+++ b/README.md
@@ -214,17 +214,16 @@ We can create our own CDXJ index from the local WARCs by running:
 
 ```make cdxj```
 
-This uses the [cdxj-indexer](https://github.com/webrecorder/cdxj-indexer) library to generate CDXJ index files for our WARC files by running the code below: 
+This uses the JWARC library and, partially, a home-cooked code that we wrote to support WET and WAT records, to generate CDXJ index files for our WARC files by running the code below: 
 
 <details>
   <summary>Click to view code</summary>
 
 ```
 creating *.cdxj index files from the local warcs
-mvn -q exec:java -Dexec.mainClass=org.commoncrawl.whirlwind.CdxjIndexer -Dexec.args="data/whirlwind.warc.gz"
-cdxj-indexer data/whirlwind.warc.gz > data/whirlwind.warc.cdxj
-cdxj-indexer --records conversion data/whirlwind.warc.wet.gz > data/whirlwind.warc.wet.cdxj
-cdxj-indexer data/whirlwind.warc.wat.gz > data/whirlwind.warc.wat.cdxj
+java -jar jwarc.jar cdxj data/whirlwind.warc.gz > whirlwind.warc.cdxj
+mvn -q exec:java -Dexec.mainClass=org.commoncrawl.whirlwind.CdxjIndexer -Dexec.args="data/whirlwind.warc.wet.gz --records conversion" > whirlwind.warc.wet.cdxj
+mvn -q exec:java -Dexec.mainClass=org.commoncrawl.whirlwind.CdxjIndexer -Dexec.args="data/whirlwind.warc.wat.gz --records metadata" > whirlwind.warc.wat.cdxj
 ```
 
 </details>
@@ -248,16 +247,16 @@ Run:
 ```make extract```
 
 to run a set of extractions from your local
-`whirlwind.*.gz` files with `warcio` using the code below:
+`whirlwind.*.gz` files with `JWARC` using the commands below:
 
 <details>
   <summary>Click to view code</summary>
 
 ```
 creating extraction.* from local warcs, the offset numbers are from the cdxj index
-warcio extract --payload whirlwind.warc.gz 1023 > extraction.html
-warcio extract --payload whirlwind.warc.wet.gz 466 > extraction.txt
-warcio extract --payload whirlwind.warc.wat.gz 443 > extraction.json
+java -jar jwarc.jar extract --payload data/whirlwind.warc.gz 1023 > extraction.html
+java -jar jwarc.jar extract --payload data/whirlwind.warc.wet.gz 466 > extraction.txt
+java -jar jwarc.jar extract --payload data/whirlwind.warc.wat.gz 443 > extraction.json
 hint: python -m json.tool extraction.json
 ```
 
diff --git a/pom.xml b/pom.xml
index d86aee3..8509b9f 100644
--- a/pom.xml
+++ b/pom.xml
@@ -24,7 +24,7 @@
         <dependency>
             <groupId>org.netpreserve</groupId>
             <artifactId>jwarc</artifactId>
-            <version>0.32.1-SNAPSHOT</version>
+            <version>0.33.0</version>
         </dependency>
     </dependencies>
 
diff --git a/src/main/java/org/commoncrawl/whirlwind/CdxFilterWithDynamicFiltering.java b/src/main/java/org/commoncrawl/whirlwind/CdxFilterWithDynamicFiltering.java
new file mode 100644
index 0000000..d3faa47
--- /dev/null
+++ b/src/main/java/org/commoncrawl/whirlwind/CdxFilterWithDynamicFiltering.java
@@ -0,0 +1,270 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.commoncrawl.whirlwind;
+
+import org.netpreserve.jwarc.*;
+import org.netpreserve.jwarc.cdx.CdxFormat;
+import org.netpreserve.jwarc.cdx.CdxRequestEncoder;
+import org.netpreserve.jwarc.cdx.CdxWriter;
+
+import java.io.IOException;
+import java.io.Writer;
+import java.net.URI;
+import java.time.ZoneOffset;
+import java.time.format.DateTimeFormatter;
+import java.util.function.Consumer;
+import java.util.function.Predicate;
+
+
+public class CdxFilterWithDynamicFiltering extends CdxWriter {
+    private static final DateTimeFormatter DATE_FORMAT = DateTimeFormatter.ofPattern("yyyyMMddHHmmss")
+            .withZone(ZoneOffset.UTC);
+
+    private final Writer writer;
+    private CdxFormat format = CdxFormat.CDXJ;
+    private boolean postAppend = false;
+    private Consumer<String> warningHandler;
+    private Predicate<WarcRecord> recordFilter = null;
+
+    public CdxFilterWithDynamicFiltering(Writer writer) {
+        super(writer);
+        this.writer = writer;
+    }
+
+    @Override
+    public void setFormat(CdxFormat format) {
+        super.setFormat(format);
+        this.format = format;
+    }
+
+    public CdxFormat getFormat() {
+        return this.format;
+    }
+
+    @Override
+    public void setPostAppend(boolean postAppend) {
+        super.setPostAppend(postAppend);
+        this.postAppend = postAppend;
+    }
+
+    @Override
+    public void onWarning(Consumer<String> warningHandler) {
+        super.onWarning(warningHandler);
+        this.warningHandler = warningHandler;
+    }
+
+    @Override
+    public void process(WarcReader reader, String filename) throws IOException {
+
+        if (recordFilter == null) {
+            super.process(reader, filename);
+            return;
+        }
+
+        // Custom processing for filtered record types, since we are filtering, we get and process
+        // every record here.
+        WarcRecord record = reader.next().orElse(null);
+        while (record != null) {
+            try {
+                String recordType = record.type().toLowerCase();
+
+                long position = reader.position();
+
+                // Handle WarcCaptureRecord types (response, resource, revisit, request)
+                if (record instanceof WarcCaptureRecord) {
+                    WarcCaptureRecord capture = (WarcCaptureRecord) record;
+                    URI id = record.version().getProtocol().equals("ARC") ? null : record.id();
+
+                    // Ensure HTTP header is parsed for revisit records
+                    if (record instanceof WarcRevisit && record.contentType().base().equals(MediaType.HTTP)) {
+                        ((WarcRevisit) record).http();
+                    }
+
+                    // Advance to next record to calculate length
+                    record = reader.next().orElse(null);
+                    long length = reader.position() - position;
+
+                    // Skip records without a date
+                    if (!capture.headers().first("WARC-Date").isPresent()) {
+                        emitWarning(filename, position, "Skipping record due to missing or invalid date");
+                        continue;
+                    }
+
+                    String encodedRequest = null;
+                    if (postAppend) {
+                        while (encodedRequest == null && record instanceof WarcCaptureRecord
+                                && ((WarcCaptureRecord) record).concurrentTo().contains(id)) {
+                            if (record instanceof WarcRequest) {
+                                HttpRequest httpRequest = ((WarcRequest) record).http();
+                                encodedRequest = CdxRequestEncoder.encode(httpRequest);
+                            }
+                            record = reader.next().orElse(null);
+                        }
+                    }
+
+                    write(capture, filename, position, length, encodedRequest);
+                }
+                // Handle WarcConversion (from WET files) and other WarcTargetRecord types
+                else if (record instanceof WarcTargetRecord) {
+                    WarcTargetRecord targetRecord = (WarcTargetRecord) record;
+
+                    // Advance to next record to calculate length
+                    record = reader.next().orElse(null);
+                    long length = reader.position() - position;
+
+                    // Skip records without a date
+                    if (!targetRecord.headers().first("WARC-Date").isPresent()) {
+                        emitWarning(filename, position, "Skipping record due to missing or invalid date");
+                        continue;
+                    }
+
+                    writeTargetRecord(targetRecord, filename, position, length);
+                } else {
+                    // Skip non-target records (like warcinfo)
+                    record = reader.next().orElse(null);
+                }
+            } catch (ParsingException e) {
+                emitWarning(filename, reader.position(), "ParsingException: " + e.getBaseMessage());
+                record = reader.next().orElse(null);
+            }
+        }
+    }
+
+    @Override
+    public void setRecordFilter(Predicate<WarcRecord> recordFilter) {
+        super.setRecordFilter(recordFilter);
+        this.recordFilter = recordFilter;
+    }
+
+    /**
+     * Writes a CDXJ record for a WarcTargetRecord (like WarcConversion from WET
+     * files).
+     *
+     * TODO: make it more generic and integrated into jwarc
+     */
+    private void writeTargetRecord(WarcTargetRecord record, String filename,
+                                   long position, long length) throws IOException {
+        String target = record.target();
+        if (target == null) {
+            emitWarning(filename, position, "Skipping record due to missing target URI");
+            return;
+        }
+
+        // Build CDXJ line: surt timestamp {json}
+        StringBuilder line = new StringBuilder();
+
+        // SURT-formatted URL key
+        String surt = URIs.toNormalizedSurt(target);
+        line.append(escape(surt));
+        line.append(' ');
+
+        // Timestamp
+        String timestamp = DATE_FORMAT.format(record.date());
+        line.append(timestamp);
+        line.append(' ');
+
+        // JSON block
+        line.append('{');
+
+        // URL
+        line.append("\"url\": \"");
+        escapeJsonString(line, target);
+        line.append("\"");
+
+        // MIME type
+        try {
+            if (record.payload().isPresent()) {
+                MediaType mime = record.payload().get().type();
+                if (mime != null) {
+                    line.append(", \"mime\": \"");
+                    escapeJsonString(line, mime.base().toString());
+                    line.append("\"");
+                }
+            }
+        } catch (IOException e) {
+            // Skip mime if payload can't be read
+        }
+
+        // Digest
+        record.payloadDigest().ifPresent(digest -> {
+            line.append(", \"digest\": \"");
+            escapeJsonString(line, digest.raw());
+            line.append("\"");
+        });
+
+        // Filename
+        if (filename != null) {
+            line.append(", \"filename\": \"");
+            escapeJsonString(line, filename);
+            line.append("\"");
+        }
+
+        // Offset
+        line.append(", \"offset\": \"");
+        line.append(position);
+        line.append("\"");
+
+        // Length
+        line.append(", \"length\": \"");
+        line.append(length);
+        line.append("\"");
+
+        line.append('}');
+
+        writer.write(line.toString());
+        writer.write('\n');
+    }
+
+    private void emitWarning(String filename, long position, String message) {
+        if (warningHandler == null)
+            return;
+        warningHandler.accept(filename + " (offset " + position + ") " + message);
+    }
+
+    // Borrowed from org.netpreserve.jwarc.cdx.CdxWriter
+    // TODO: remove duplication
+    private static String escape(String str) {
+        if (str == null) return null;
+        return str.replace(" ", "%20")
+                .replace("\n", "%0A")
+                .replace("\0", "%00");
+    }
+
+
+    // Borrowed from org.netpreserve.jwarc.cdx.CdxWriter
+    // TODO: remove duplication
+    private static void escapeJsonString(StringBuilder out, String value) {
+        for (int i = 0; i < value.length(); i++) {
+            char c = value.charAt(i);
+            if (c == '"') out.append("\\\"");
+            else if (c == '\\') out.append("\\\\");
+            else if (c == '\b') out.append("\\b");
+            else if (c == '\f') out.append("\\f");
+            else if (c == '\n') out.append("\\n");
+            else if (c == '\r') out.append("\\r");
+            else if (c == '\t') out.append("\\t");
+            else if (c <= 0x1f) {
+                out.append("\\u00");
+                out.append(Character.forDigit((c & 0xf0) >>> 4, 16));
+                out.append(Character.forDigit(c & 0xf, 16));
+            } else {
+                out.append(c);
+            }
+        }
+    }
+}
diff --git a/src/main/java/org/commoncrawl/whirlwind/CdxjIndexer.java b/src/main/java/org/commoncrawl/whirlwind/CdxjIndexer.java
index eee289c..0e68008 100644
--- a/src/main/java/org/commoncrawl/whirlwind/CdxjIndexer.java
+++ b/src/main/java/org/commoncrawl/whirlwind/CdxjIndexer.java
@@ -17,53 +17,98 @@
 
 package org.commoncrawl.whirlwind;
 
+import org.apache.commons.lang3.StringUtils;
 import org.netpreserve.jwarc.WarcReader;
 import org.netpreserve.jwarc.cdx.CdxFormat;
-import org.netpreserve.jwarc.cdx.CdxWriter;
 
 import java.io.IOException;
 import java.io.InputStream;
 import java.io.OutputStreamWriter;
 import java.nio.file.Files;
 import java.nio.file.Path;
+import java.util.Arrays;
+import java.util.Collections;
+import java.util.HashSet;
+import java.util.Set;
 
 public class CdxjIndexer {
 
     public static void main(String[] args) throws IOException {
+        String inputFile = null;
+        Set<String> recordTypes = null;
 
-        if (args.length != 1) {
-            System.err.println("Usage: java CdxjIndexer <input-warc-file>");
+        for (int i = 0; i < args.length; i++) {
+            if (args[i].equals("--records") && i + 1 < args.length) {
+                // Support comma-separated record types: --records conversion,metadata
+                String typesArg = args[++i];
+                recordTypes = new HashSet<>(Arrays.asList(typesArg.split(",")));
+            } else if (args[i].equals("--help") || args[i].equals("-h")) {
+                printUsage();
+                System.exit(0);
+            } else if (!args[i].startsWith("-")) {
+                inputFile = args[i];
+            } else {
+                System.err.println("Unknown option: " + args[i]);
+                printUsage();
+                System.exit(1);
+            }
+        }
+
+        if (inputFile == null) {
+            System.err.println("Error: Input file is required");
+            printUsage();
             System.exit(1);
         }
 
-        Path requested = Path.of(args[0]).toAbsolutePath().normalize();
+        Path requested = Path.of(inputFile).toAbsolutePath().normalize();
         if (!Files.isRegularFile(requested)) {
-            throw new SecurityException("Invalid WARC path");
+            throw new SecurityException("Invalid WARC path: " + requested);
         }
 
+        //TODO: Move this into the WarcReader or the process of iterating over the records
         if (requested.toString().endsWith("gz") || requested.toString().endsWith("gzip")) {
             try {
                 ValidateWARC.validateRandomAccessWarcOrFail(requested);
             } catch (IOException e) {
-                System.out.println("This file is probably not a multi-member gzip but a single gzip file." +
-                        "\n" +
-                        "To allow seek, a gzipped WARC must have each record compressed into a single gzip member and concatenated together." +
-                        "\n" +
-                        "\n" +
-                        "This file is likely still valid and can be fixed by running:" +
-                        "\n" +
-                        "mvn -q exec:java -Dexec.mainClass=org.commoncrawl.whirlwind.RecompressWARC -Dexec.args=\"testing.warc testing.warc.gz\"");
+                System.err.println("This file is probably not a multi-member gzip but a single gzip file.\n" +
+                        "To allow seek, a gzipped WARC must have each record compressed into a single gzip member and concatenated together.\n\n"
+                        +
+                        "This file is likely still valid and can be fixed by running:\n" +
+                        "mvn -q exec:java -Dexec.mainClass=org.commoncrawl.whirlwind.RecompressWARC -Dexec.args=\"" +
+                        inputFile + " " + inputFile.replace(".gz", ".recompressed.gz") + "\"");
                 System.exit(-1);
             }
         }
 
         try (
                 InputStream in = Files.newInputStream(requested);
-                CdxWriter cdxjWriter = new CdxWriter(new OutputStreamWriter(System.out));
+                CdxFilterWithDynamicFiltering cdxjWriter = new CdxFilterWithDynamicFiltering(new OutputStreamWriter(System.out));
                 WarcReader reader = new WarcReader(in)
         ) {
+            reader.setLenient(true);
             cdxjWriter.setFormat(CdxFormat.CDXJ);
+            if (recordTypes != null) {
+                Set<String> unmodifiableRecordTypes = Collections.unmodifiableSet(recordTypes);
+                cdxjWriter.setRecordFilter(record ->
+                        unmodifiableRecordTypes.contains(StringUtils.lowerCase(record.type())
+                        )
+                );
+            }
             cdxjWriter.process(reader, requested.toString());
         }
     }
+
+    private static void printUsage() {
+        System.err.println("Usage: cdxj-indexer [OPTIONS] <input-warc-file>");
+        System.err.println();
+        System.err.println("Options:");
+        System.err.println("  --records <types>  Comma-separated list of record types to index");
+        System.err.println("                     (e.g., conversion, response, metadata)");
+        System.err.println("  --help, -h         Show this help message");
+        System.err.println();
+        System.err.println("Examples:");
+        System.err.println("  cdxj-indexer file.warc.gz");
+        System.err.println("  cdxj-indexer --records conversion file.wet.gz");
+        System.err.println("  cdxj-indexer --records response,resource file.warc.gz");
+    }
 }

From 3a2791afd6f825dbf92d49be89a61935fdd69207 Mon Sep 17 00:00:00 2001
From: Luca Foppiano <luca@foppiano.org>
Date: Sun, 28 Dec 2025 21:46:53 +0000
Subject: [PATCH 23/33] fix: CI build

---
 .github/workflows/ci-build-unstable.yml | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/.github/workflows/ci-build-unstable.yml b/.github/workflows/ci-build-unstable.yml
index 95828b5..9f77851 100644
--- a/.github/workflows/ci-build-unstable.yml
+++ b/.github/workflows/ci-build-unstable.yml
@@ -14,8 +14,8 @@ jobs:
         with:
           java-version: '11'
           distribution: 'temurin'
-          cache: 'mvn'
-      - name: Build with Gradle
+          cache: maven
+      - name: Build with Maven
         run: mvn -B clean compile
       - name: Check with spotless
-        run: mvn spotless:check
\ No newline at end of file
+        run: mvn spotless:check

From df257e4bea0b92c2c71d8b5a9efbd57db4c5806f Mon Sep 17 00:00:00 2001
From: Luca Foppiano <luca@foppiano.org>
Date: Sun, 28 Dec 2025 22:34:21 +0000
Subject: [PATCH 24/33] fix: Reformat with spotless

---
 pom.xml                                       | 146 +++---
 .../CdxFilterWithDynamicFiltering.java        | 477 +++++++++---------
 .../commoncrawl/whirlwind/CdxjIndexer.java    | 141 +++---
 .../org/commoncrawl/whirlwind/ReadWARC.java   |  73 ++-
 .../commoncrawl/whirlwind/RecompressWARC.java |  59 ++-
 .../commoncrawl/whirlwind/ValidateWARC.java   |  82 ++-
 6 files changed, 484 insertions(+), 494 deletions(-)

diff --git a/pom.xml b/pom.xml
index 8509b9f..b5296d2 100644
--- a/pom.xml
+++ b/pom.xml
@@ -1,80 +1,80 @@
 <?xml version="1.0" encoding="UTF-8"?>
 <project
-        xmlns="http://maven.apache.org/POM/4.0.0"
-        xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
-        xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 https://maven.apache.org/xsd/maven-4.0.0.xsd">
-    <modelVersion>4.0.0</modelVersion>
+		xmlns="http://maven.apache.org/POM/4.0.0"
+		xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+		xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 https://maven.apache.org/xsd/maven-4.0.0.xsd">
+	<modelVersion>4.0.0</modelVersion>
 
-    <groupId>org.commoncrawl</groupId>
-    <artifactId>whirlwind-java</artifactId>
-    <version>0.1.0-SNAPSHOT</version>
-    <name>Whirlwind Tour Java Tools</name>
+	<groupId>org.commoncrawl</groupId>
+	<artifactId>whirlwind-java</artifactId>
+	<version>0.1.0-SNAPSHOT</version>
+	<name>Whirlwind Tour Java Tools</name>
 
-    <properties>
-        <maven.compiler.release>11</maven.compiler.release>
-        <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
-    </properties>
+	<properties>
+		<maven.compiler.release>11</maven.compiler.release>
+		<project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
+	</properties>
 
-    <dependencies>
-        <dependency>
-            <groupId>org.apache.commons</groupId>
-            <artifactId>commons-compress</artifactId>
-            <version>1.28.0</version>
-        </dependency>
-        <dependency>
-            <groupId>org.netpreserve</groupId>
-            <artifactId>jwarc</artifactId>
-            <version>0.33.0</version>
-        </dependency>
-    </dependencies>
+	<dependencies>
+		<dependency>
+			<groupId>org.apache.commons</groupId>
+			<artifactId>commons-compress</artifactId>
+			<version>1.28.0</version>
+		</dependency>
+		<dependency>
+			<groupId>org.netpreserve</groupId>
+			<artifactId>jwarc</artifactId>
+			<version>0.33.0</version>
+		</dependency>
+	</dependencies>
 
-    <build>
-        <plugins>
-            <plugin>
-                <groupId>org.apache.maven.plugins</groupId>
-                <artifactId>maven-compiler-plugin</artifactId>
-                <version>3.11.0</version>
-                <configuration>
-                    <release>${maven.compiler.release}</release>
-                </configuration>
-            </plugin>
-            <plugin>
-                <groupId>org.apache.maven.plugins</groupId>
-                <artifactId>maven-jar-plugin</artifactId>
-                <version>3.3.0</version>
-                <configuration>
-                    <archive>
-                        <manifest>
-                            <mainClass>org.commoncrawl.whirlwind.ReadWARC</mainClass>
-                        </manifest>
-                    </archive>
-                </configuration>
-            </plugin>
-            <plugin>
-                <groupId>com.diffplug.spotless</groupId>
-                <artifactId>spotless-maven-plugin</artifactId>
-                <version>2.46.1</version>
-                <configuration>
-                    <pom>
-                        <!-- These are the defaults, you can override if you want -->
-                        <includes>
-                            <include>pom.xml</include>
-                        </includes>
-                        <sortPom>
-                            <indentAttribute>all</indentAttribute>
-                            <keepBlankLines>true</keepBlankLines>
-                            <expandEmptyElements>false</expandEmptyElements>
-                            <nrOfIndentSpace>-1</nrOfIndentSpace>
-                            <predefinedSortOrder>recommended_2008_06</predefinedSortOrder>
-                        </sortPom>
-                    </pom>
-                    <java>
-                        <eclipse>
-                            <file>${project.basedir}/eclipse-formatter.xml</file>
-                        </eclipse>
-                    </java>
-                </configuration>
-            </plugin>
-        </plugins>
-    </build>
+	<build>
+		<plugins>
+			<plugin>
+				<groupId>org.apache.maven.plugins</groupId>
+				<artifactId>maven-compiler-plugin</artifactId>
+				<version>3.11.0</version>
+				<configuration>
+					<release>${maven.compiler.release}</release>
+				</configuration>
+			</plugin>
+			<plugin>
+				<groupId>org.apache.maven.plugins</groupId>
+				<artifactId>maven-jar-plugin</artifactId>
+				<version>3.3.0</version>
+				<configuration>
+					<archive>
+						<manifest>
+							<mainClass>org.commoncrawl.whirlwind.ReadWARC</mainClass>
+						</manifest>
+					</archive>
+				</configuration>
+			</plugin>
+			<plugin>
+				<groupId>com.diffplug.spotless</groupId>
+				<artifactId>spotless-maven-plugin</artifactId>
+				<version>2.46.1</version>
+				<configuration>
+					<pom>
+						<!-- These are the defaults, you can override if you want -->
+						<includes>
+							<include>pom.xml</include>
+						</includes>
+						<sortPom>
+							<indentAttribute>all</indentAttribute>
+							<keepBlankLines>true</keepBlankLines>
+							<expandEmptyElements>false</expandEmptyElements>
+							<nrOfIndentSpace>-1</nrOfIndentSpace>
+							<predefinedSortOrder>recommended_2008_06</predefinedSortOrder>
+						</sortPom>
+					</pom>
+					<java>
+						<eclipse>
+							<file>${project.basedir}/eclipse-formatter.xml</file>
+						</eclipse>
+					</java>
+				</configuration>
+			</plugin>
+		</plugins>
+	</build>
 </project>
diff --git a/src/main/java/org/commoncrawl/whirlwind/CdxFilterWithDynamicFiltering.java b/src/main/java/org/commoncrawl/whirlwind/CdxFilterWithDynamicFiltering.java
index d3faa47..4bc8ddb 100644
--- a/src/main/java/org/commoncrawl/whirlwind/CdxFilterWithDynamicFiltering.java
+++ b/src/main/java/org/commoncrawl/whirlwind/CdxFilterWithDynamicFiltering.java
@@ -30,241 +30,246 @@
 import java.util.function.Consumer;
 import java.util.function.Predicate;
 
-
 public class CdxFilterWithDynamicFiltering extends CdxWriter {
-    private static final DateTimeFormatter DATE_FORMAT = DateTimeFormatter.ofPattern("yyyyMMddHHmmss")
-            .withZone(ZoneOffset.UTC);
-
-    private final Writer writer;
-    private CdxFormat format = CdxFormat.CDXJ;
-    private boolean postAppend = false;
-    private Consumer<String> warningHandler;
-    private Predicate<WarcRecord> recordFilter = null;
-
-    public CdxFilterWithDynamicFiltering(Writer writer) {
-        super(writer);
-        this.writer = writer;
-    }
-
-    @Override
-    public void setFormat(CdxFormat format) {
-        super.setFormat(format);
-        this.format = format;
-    }
-
-    public CdxFormat getFormat() {
-        return this.format;
-    }
-
-    @Override
-    public void setPostAppend(boolean postAppend) {
-        super.setPostAppend(postAppend);
-        this.postAppend = postAppend;
-    }
-
-    @Override
-    public void onWarning(Consumer<String> warningHandler) {
-        super.onWarning(warningHandler);
-        this.warningHandler = warningHandler;
-    }
-
-    @Override
-    public void process(WarcReader reader, String filename) throws IOException {
-
-        if (recordFilter == null) {
-            super.process(reader, filename);
-            return;
-        }
-
-        // Custom processing for filtered record types, since we are filtering, we get and process
-        // every record here.
-        WarcRecord record = reader.next().orElse(null);
-        while (record != null) {
-            try {
-                String recordType = record.type().toLowerCase();
-
-                long position = reader.position();
-
-                // Handle WarcCaptureRecord types (response, resource, revisit, request)
-                if (record instanceof WarcCaptureRecord) {
-                    WarcCaptureRecord capture = (WarcCaptureRecord) record;
-                    URI id = record.version().getProtocol().equals("ARC") ? null : record.id();
-
-                    // Ensure HTTP header is parsed for revisit records
-                    if (record instanceof WarcRevisit && record.contentType().base().equals(MediaType.HTTP)) {
-                        ((WarcRevisit) record).http();
-                    }
-
-                    // Advance to next record to calculate length
-                    record = reader.next().orElse(null);
-                    long length = reader.position() - position;
-
-                    // Skip records without a date
-                    if (!capture.headers().first("WARC-Date").isPresent()) {
-                        emitWarning(filename, position, "Skipping record due to missing or invalid date");
-                        continue;
-                    }
-
-                    String encodedRequest = null;
-                    if (postAppend) {
-                        while (encodedRequest == null && record instanceof WarcCaptureRecord
-                                && ((WarcCaptureRecord) record).concurrentTo().contains(id)) {
-                            if (record instanceof WarcRequest) {
-                                HttpRequest httpRequest = ((WarcRequest) record).http();
-                                encodedRequest = CdxRequestEncoder.encode(httpRequest);
-                            }
-                            record = reader.next().orElse(null);
-                        }
-                    }
-
-                    write(capture, filename, position, length, encodedRequest);
-                }
-                // Handle WarcConversion (from WET files) and other WarcTargetRecord types
-                else if (record instanceof WarcTargetRecord) {
-                    WarcTargetRecord targetRecord = (WarcTargetRecord) record;
-
-                    // Advance to next record to calculate length
-                    record = reader.next().orElse(null);
-                    long length = reader.position() - position;
-
-                    // Skip records without a date
-                    if (!targetRecord.headers().first("WARC-Date").isPresent()) {
-                        emitWarning(filename, position, "Skipping record due to missing or invalid date");
-                        continue;
-                    }
-
-                    writeTargetRecord(targetRecord, filename, position, length);
-                } else {
-                    // Skip non-target records (like warcinfo)
-                    record = reader.next().orElse(null);
-                }
-            } catch (ParsingException e) {
-                emitWarning(filename, reader.position(), "ParsingException: " + e.getBaseMessage());
-                record = reader.next().orElse(null);
-            }
-        }
-    }
-
-    @Override
-    public void setRecordFilter(Predicate<WarcRecord> recordFilter) {
-        super.setRecordFilter(recordFilter);
-        this.recordFilter = recordFilter;
-    }
-
-    /**
-     * Writes a CDXJ record for a WarcTargetRecord (like WarcConversion from WET
-     * files).
-     *
-     * TODO: make it more generic and integrated into jwarc
-     */
-    private void writeTargetRecord(WarcTargetRecord record, String filename,
-                                   long position, long length) throws IOException {
-        String target = record.target();
-        if (target == null) {
-            emitWarning(filename, position, "Skipping record due to missing target URI");
-            return;
-        }
-
-        // Build CDXJ line: surt timestamp {json}
-        StringBuilder line = new StringBuilder();
-
-        // SURT-formatted URL key
-        String surt = URIs.toNormalizedSurt(target);
-        line.append(escape(surt));
-        line.append(' ');
-
-        // Timestamp
-        String timestamp = DATE_FORMAT.format(record.date());
-        line.append(timestamp);
-        line.append(' ');
-
-        // JSON block
-        line.append('{');
-
-        // URL
-        line.append("\"url\": \"");
-        escapeJsonString(line, target);
-        line.append("\"");
-
-        // MIME type
-        try {
-            if (record.payload().isPresent()) {
-                MediaType mime = record.payload().get().type();
-                if (mime != null) {
-                    line.append(", \"mime\": \"");
-                    escapeJsonString(line, mime.base().toString());
-                    line.append("\"");
-                }
-            }
-        } catch (IOException e) {
-            // Skip mime if payload can't be read
-        }
-
-        // Digest
-        record.payloadDigest().ifPresent(digest -> {
-            line.append(", \"digest\": \"");
-            escapeJsonString(line, digest.raw());
-            line.append("\"");
-        });
-
-        // Filename
-        if (filename != null) {
-            line.append(", \"filename\": \"");
-            escapeJsonString(line, filename);
-            line.append("\"");
-        }
-
-        // Offset
-        line.append(", \"offset\": \"");
-        line.append(position);
-        line.append("\"");
-
-        // Length
-        line.append(", \"length\": \"");
-        line.append(length);
-        line.append("\"");
-
-        line.append('}');
-
-        writer.write(line.toString());
-        writer.write('\n');
-    }
-
-    private void emitWarning(String filename, long position, String message) {
-        if (warningHandler == null)
-            return;
-        warningHandler.accept(filename + " (offset " + position + ") " + message);
-    }
-
-    // Borrowed from org.netpreserve.jwarc.cdx.CdxWriter
-    // TODO: remove duplication
-    private static String escape(String str) {
-        if (str == null) return null;
-        return str.replace(" ", "%20")
-                .replace("\n", "%0A")
-                .replace("\0", "%00");
-    }
-
-
-    // Borrowed from org.netpreserve.jwarc.cdx.CdxWriter
-    // TODO: remove duplication
-    private static void escapeJsonString(StringBuilder out, String value) {
-        for (int i = 0; i < value.length(); i++) {
-            char c = value.charAt(i);
-            if (c == '"') out.append("\\\"");
-            else if (c == '\\') out.append("\\\\");
-            else if (c == '\b') out.append("\\b");
-            else if (c == '\f') out.append("\\f");
-            else if (c == '\n') out.append("\\n");
-            else if (c == '\r') out.append("\\r");
-            else if (c == '\t') out.append("\\t");
-            else if (c <= 0x1f) {
-                out.append("\\u00");
-                out.append(Character.forDigit((c & 0xf0) >>> 4, 16));
-                out.append(Character.forDigit(c & 0xf, 16));
-            } else {
-                out.append(c);
-            }
-        }
-    }
+	private static final DateTimeFormatter DATE_FORMAT = DateTimeFormatter.ofPattern("yyyyMMddHHmmss")
+			.withZone(ZoneOffset.UTC);
+
+	private final Writer writer;
+	private CdxFormat format = CdxFormat.CDXJ;
+	private boolean postAppend = false;
+	private Consumer<String> warningHandler;
+	private Predicate<WarcRecord> recordFilter = null;
+
+	public CdxFilterWithDynamicFiltering(Writer writer) {
+		super(writer);
+		this.writer = writer;
+	}
+
+	@Override
+	public void setFormat(CdxFormat format) {
+		super.setFormat(format);
+		this.format = format;
+	}
+
+	public CdxFormat getFormat() {
+		return this.format;
+	}
+
+	@Override
+	public void setPostAppend(boolean postAppend) {
+		super.setPostAppend(postAppend);
+		this.postAppend = postAppend;
+	}
+
+	@Override
+	public void onWarning(Consumer<String> warningHandler) {
+		super.onWarning(warningHandler);
+		this.warningHandler = warningHandler;
+	}
+
+	@Override
+	public void process(WarcReader reader, String filename) throws IOException {
+
+		if (recordFilter == null) {
+			super.process(reader, filename);
+			return;
+		}
+
+		// Custom processing for filtered record types, since we are filtering, we get
+		// and process
+		// every record here.
+		WarcRecord record = reader.next().orElse(null);
+		while (record != null) {
+			try {
+				String recordType = record.type().toLowerCase();
+
+				long position = reader.position();
+
+				// Handle WarcCaptureRecord types (response, resource, revisit, request)
+				if (record instanceof WarcCaptureRecord) {
+					WarcCaptureRecord capture = (WarcCaptureRecord) record;
+					URI id = record.version().getProtocol().equals("ARC") ? null : record.id();
+
+					// Ensure HTTP header is parsed for revisit records
+					if (record instanceof WarcRevisit && record.contentType().base().equals(MediaType.HTTP)) {
+						((WarcRevisit) record).http();
+					}
+
+					// Advance to next record to calculate length
+					record = reader.next().orElse(null);
+					long length = reader.position() - position;
+
+					// Skip records without a date
+					if (!capture.headers().first("WARC-Date").isPresent()) {
+						emitWarning(filename, position, "Skipping record due to missing or invalid date");
+						continue;
+					}
+
+					String encodedRequest = null;
+					if (postAppend) {
+						while (encodedRequest == null && record instanceof WarcCaptureRecord
+								&& ((WarcCaptureRecord) record).concurrentTo().contains(id)) {
+							if (record instanceof WarcRequest) {
+								HttpRequest httpRequest = ((WarcRequest) record).http();
+								encodedRequest = CdxRequestEncoder.encode(httpRequest);
+							}
+							record = reader.next().orElse(null);
+						}
+					}
+
+					write(capture, filename, position, length, encodedRequest);
+				}
+				// Handle WarcConversion (from WET files) and other WarcTargetRecord types
+				else if (record instanceof WarcTargetRecord) {
+					WarcTargetRecord targetRecord = (WarcTargetRecord) record;
+
+					// Advance to next record to calculate length
+					record = reader.next().orElse(null);
+					long length = reader.position() - position;
+
+					// Skip records without a date
+					if (!targetRecord.headers().first("WARC-Date").isPresent()) {
+						emitWarning(filename, position, "Skipping record due to missing or invalid date");
+						continue;
+					}
+
+					writeTargetRecord(targetRecord, filename, position, length);
+				} else {
+					// Skip non-target records (like warcinfo)
+					record = reader.next().orElse(null);
+				}
+			} catch (ParsingException e) {
+				emitWarning(filename, reader.position(), "ParsingException: " + e.getBaseMessage());
+				record = reader.next().orElse(null);
+			}
+		}
+	}
+
+	@Override
+	public void setRecordFilter(Predicate<WarcRecord> recordFilter) {
+		super.setRecordFilter(recordFilter);
+		this.recordFilter = recordFilter;
+	}
+
+	/**
+	 * Writes a CDXJ record for a WarcTargetRecord (like WarcConversion from WET
+	 * files).
+	 *
+	 * TODO: make it more generic and integrated into jwarc
+	 */
+	private void writeTargetRecord(WarcTargetRecord record, String filename, long position, long length)
+			throws IOException {
+		String target = record.target();
+		if (target == null) {
+			emitWarning(filename, position, "Skipping record due to missing target URI");
+			return;
+		}
+
+		// Build CDXJ line: surt timestamp {json}
+		StringBuilder line = new StringBuilder();
+
+		// SURT-formatted URL key
+		String surt = URIs.toNormalizedSurt(target);
+		line.append(escape(surt));
+		line.append(' ');
+
+		// Timestamp
+		String timestamp = DATE_FORMAT.format(record.date());
+		line.append(timestamp);
+		line.append(' ');
+
+		// JSON block
+		line.append('{');
+
+		// URL
+		line.append("\"url\": \"");
+		escapeJsonString(line, target);
+		line.append("\"");
+
+		// MIME type
+		try {
+			if (record.payload().isPresent()) {
+				MediaType mime = record.payload().get().type();
+				if (mime != null) {
+					line.append(", \"mime\": \"");
+					escapeJsonString(line, mime.base().toString());
+					line.append("\"");
+				}
+			}
+		} catch (IOException e) {
+			// Skip mime if payload can't be read
+		}
+
+		// Digest
+		record.payloadDigest().ifPresent(digest -> {
+			line.append(", \"digest\": \"");
+			escapeJsonString(line, digest.raw());
+			line.append("\"");
+		});
+
+		// Filename
+		if (filename != null) {
+			line.append(", \"filename\": \"");
+			escapeJsonString(line, filename);
+			line.append("\"");
+		}
+
+		// Offset
+		line.append(", \"offset\": \"");
+		line.append(position);
+		line.append("\"");
+
+		// Length
+		line.append(", \"length\": \"");
+		line.append(length);
+		line.append("\"");
+
+		line.append('}');
+
+		writer.write(line.toString());
+		writer.write('\n');
+	}
+
+	private void emitWarning(String filename, long position, String message) {
+		if (warningHandler == null)
+			return;
+		warningHandler.accept(filename + " (offset " + position + ") " + message);
+	}
+
+	// Borrowed from org.netpreserve.jwarc.cdx.CdxWriter
+	// TODO: remove duplication
+	private static String escape(String str) {
+		if (str == null)
+			return null;
+		return str.replace(" ", "%20").replace("\n", "%0A").replace("\0", "%00");
+	}
+
+	// Borrowed from org.netpreserve.jwarc.cdx.CdxWriter
+	// TODO: remove duplication
+	private static void escapeJsonString(StringBuilder out, String value) {
+		for (int i = 0; i < value.length(); i++) {
+			char c = value.charAt(i);
+			if (c == '"')
+				out.append("\\\"");
+			else if (c == '\\')
+				out.append("\\\\");
+			else if (c == '\b')
+				out.append("\\b");
+			else if (c == '\f')
+				out.append("\\f");
+			else if (c == '\n')
+				out.append("\\n");
+			else if (c == '\r')
+				out.append("\\r");
+			else if (c == '\t')
+				out.append("\\t");
+			else if (c <= 0x1f) {
+				out.append("\\u00");
+				out.append(Character.forDigit((c & 0xf0) >>> 4, 16));
+				out.append(Character.forDigit(c & 0xf, 16));
+			} else {
+				out.append(c);
+			}
+		}
+	}
 }
diff --git a/src/main/java/org/commoncrawl/whirlwind/CdxjIndexer.java b/src/main/java/org/commoncrawl/whirlwind/CdxjIndexer.java
index 0e68008..e42cc9c 100644
--- a/src/main/java/org/commoncrawl/whirlwind/CdxjIndexer.java
+++ b/src/main/java/org/commoncrawl/whirlwind/CdxjIndexer.java
@@ -33,82 +33,79 @@
 
 public class CdxjIndexer {
 
-    public static void main(String[] args) throws IOException {
-        String inputFile = null;
-        Set<String> recordTypes = null;
+	public static void main(String[] args) throws IOException {
+		String inputFile = null;
+		Set<String> recordTypes = null;
 
-        for (int i = 0; i < args.length; i++) {
-            if (args[i].equals("--records") && i + 1 < args.length) {
-                // Support comma-separated record types: --records conversion,metadata
-                String typesArg = args[++i];
-                recordTypes = new HashSet<>(Arrays.asList(typesArg.split(",")));
-            } else if (args[i].equals("--help") || args[i].equals("-h")) {
-                printUsage();
-                System.exit(0);
-            } else if (!args[i].startsWith("-")) {
-                inputFile = args[i];
-            } else {
-                System.err.println("Unknown option: " + args[i]);
-                printUsage();
-                System.exit(1);
-            }
-        }
+		for (int i = 0; i < args.length; i++) {
+			if (args[i].equals("--records") && i + 1 < args.length) {
+				// Support comma-separated record types: --records conversion,metadata
+				String typesArg = args[++i];
+				recordTypes = new HashSet<>(Arrays.asList(typesArg.split(",")));
+			} else if (args[i].equals("--help") || args[i].equals("-h")) {
+				printUsage();
+				System.exit(0);
+			} else if (!args[i].startsWith("-")) {
+				inputFile = args[i];
+			} else {
+				System.err.println("Unknown option: " + args[i]);
+				printUsage();
+				System.exit(1);
+			}
+		}
 
-        if (inputFile == null) {
-            System.err.println("Error: Input file is required");
-            printUsage();
-            System.exit(1);
-        }
+		if (inputFile == null) {
+			System.err.println("Error: Input file is required");
+			printUsage();
+			System.exit(1);
+		}
 
-        Path requested = Path.of(inputFile).toAbsolutePath().normalize();
-        if (!Files.isRegularFile(requested)) {
-            throw new SecurityException("Invalid WARC path: " + requested);
-        }
+		Path requested = Path.of(inputFile).toAbsolutePath().normalize();
+		if (!Files.isRegularFile(requested)) {
+			throw new SecurityException("Invalid WARC path: " + requested);
+		}
 
-        //TODO: Move this into the WarcReader or the process of iterating over the records
-        if (requested.toString().endsWith("gz") || requested.toString().endsWith("gzip")) {
-            try {
-                ValidateWARC.validateRandomAccessWarcOrFail(requested);
-            } catch (IOException e) {
-                System.err.println("This file is probably not a multi-member gzip but a single gzip file.\n" +
-                        "To allow seek, a gzipped WARC must have each record compressed into a single gzip member and concatenated together.\n\n"
-                        +
-                        "This file is likely still valid and can be fixed by running:\n" +
-                        "mvn -q exec:java -Dexec.mainClass=org.commoncrawl.whirlwind.RecompressWARC -Dexec.args=\"" +
-                        inputFile + " " + inputFile.replace(".gz", ".recompressed.gz") + "\"");
-                System.exit(-1);
-            }
-        }
+		// TODO: Move this into the WarcReader or the process of iterating over the
+		// records
+		if (requested.toString().endsWith("gz") || requested.toString().endsWith("gzip")) {
+			try {
+				ValidateWARC.validateRandomAccessWarcOrFail(requested);
+			} catch (IOException e) {
+				System.err.println("This file is probably not a multi-member gzip but a single gzip file.\n"
+						+ "To allow seek, a gzipped WARC must have each record compressed into a single gzip member and concatenated together.\n\n"
+						+ "This file is likely still valid and can be fixed by running:\n"
+						+ "mvn -q exec:java -Dexec.mainClass=org.commoncrawl.whirlwind.RecompressWARC -Dexec.args=\""
+						+ inputFile + " " + inputFile.replace(".gz", ".recompressed.gz") + "\"");
+				System.exit(-1);
+			}
+		}
 
-        try (
-                InputStream in = Files.newInputStream(requested);
-                CdxFilterWithDynamicFiltering cdxjWriter = new CdxFilterWithDynamicFiltering(new OutputStreamWriter(System.out));
-                WarcReader reader = new WarcReader(in)
-        ) {
-            reader.setLenient(true);
-            cdxjWriter.setFormat(CdxFormat.CDXJ);
-            if (recordTypes != null) {
-                Set<String> unmodifiableRecordTypes = Collections.unmodifiableSet(recordTypes);
-                cdxjWriter.setRecordFilter(record ->
-                        unmodifiableRecordTypes.contains(StringUtils.lowerCase(record.type())
-                        )
-                );
-            }
-            cdxjWriter.process(reader, requested.toString());
-        }
-    }
+		try (InputStream in = Files.newInputStream(requested);
+				CdxFilterWithDynamicFiltering cdxjWriter = new CdxFilterWithDynamicFiltering(
+						new OutputStreamWriter(System.out));
+				WarcReader reader = new WarcReader(in)) {
+			reader.setLenient(true);
+			cdxjWriter.setFormat(CdxFormat.CDXJ);
+			if (recordTypes != null) {
+				Set<String> unmodifiableRecordTypes = Collections.unmodifiableSet(recordTypes);
+				cdxjWriter.setRecordFilter(
+						record -> unmodifiableRecordTypes.contains(StringUtils.lowerCase(record.type())));
+			}
+			cdxjWriter.process(reader, requested.toString());
+		}
+	}
 
-    private static void printUsage() {
-        System.err.println("Usage: cdxj-indexer [OPTIONS] <input-warc-file>");
-        System.err.println();
-        System.err.println("Options:");
-        System.err.println("  --records <types>  Comma-separated list of record types to index");
-        System.err.println("                     (e.g., conversion, response, metadata)");
-        System.err.println("  --help, -h         Show this help message");
-        System.err.println();
-        System.err.println("Examples:");
-        System.err.println("  cdxj-indexer file.warc.gz");
-        System.err.println("  cdxj-indexer --records conversion file.wet.gz");
-        System.err.println("  cdxj-indexer --records response,resource file.warc.gz");
-    }
+	private static void printUsage() {
+		System.err.println("Usage: cdxj-indexer [OPTIONS] <input-warc-file>");
+		System.err.println();
+		System.err.println("Options:");
+		System.err.println("  --records <types>  Comma-separated list of record types to index");
+		System.err.println("                     (e.g., conversion, response, metadata)");
+		System.err.println("  --help, -h         Show this help message");
+		System.err.println();
+		System.err.println("Examples:");
+		System.err.println("  cdxj-indexer file.warc.gz");
+		System.err.println("  cdxj-indexer --records conversion file.wet.gz");
+		System.err.println("  cdxj-indexer --records response,resource file.warc.gz");
+	}
 }
diff --git a/src/main/java/org/commoncrawl/whirlwind/ReadWARC.java b/src/main/java/org/commoncrawl/whirlwind/ReadWARC.java
index 313a6ff..9fc3d24 100644
--- a/src/main/java/org/commoncrawl/whirlwind/ReadWARC.java
+++ b/src/main/java/org/commoncrawl/whirlwind/ReadWARC.java
@@ -29,49 +29,42 @@
 
 public class ReadWARC {
 
-    private static final List<String> RESPONSE_TYPES = Arrays.asList("request", "response", "conversion", "metadata");
+	private static final List<String> RESPONSE_TYPES = Arrays.asList("request", "response", "conversion", "metadata");
 
-    public static void main(String[] args) throws IOException {
+	public static void main(String[] args) throws IOException {
 
-        if (args.length != 1) {
-            System.err.println("Usage: java ReadWARC <input-warc-file>");
-            System.exit(1);
-        }
+		if (args.length != 1) {
+			System.err.println("Usage: java ReadWARC <input-warc-file>");
+			System.exit(1);
+		}
 
-        Path requested = Path.of(args[0]).toAbsolutePath().normalize();
-        if (!Files.isRegularFile(requested)) {
-            throw new SecurityException("Invalid WARC path");
-        }
+		Path requested = Path.of(args[0]).toAbsolutePath().normalize();
+		if (!Files.isRegularFile(requested)) {
+			throw new SecurityException("Invalid WARC path");
+		}
 
-        if (requested.toString().endsWith("gz") || requested.toString().endsWith("gzip")) {
-            try {
-                ValidateWARC.validateRandomAccessWarcOrFail(requested);
-            } catch (IOException e) {
-                System.out.println("This file is probably not a multi-member gzip but a single gzip file." +
-                        "\n" +
-                        "To allow seek, a gzipped WARC must have each record compressed into a single gzip member and concatenated together." +
-                        "\n" +
-                        "\n" +
-                        "This file is likely still valid and can be fixed by running:" +
-                        "\n" +
-                        "mvn -q exec:java -Dexec.mainClass=org.commoncrawl.whirlwind.RecompressWARC -Dexec.args=\"testing.warc testing.warc.gz\"");
-                System.exit(-1);
-            }
-        }
+		if (requested.toString().endsWith("gz") || requested.toString().endsWith("gzip")) {
+			try {
+				ValidateWARC.validateRandomAccessWarcOrFail(requested);
+			} catch (IOException e) {
+				System.out.println("This file is probably not a multi-member gzip but a single gzip file." + "\n"
+						+ "To allow seek, a gzipped WARC must have each record compressed into a single gzip member and concatenated together."
+						+ "\n" + "\n" + "This file is likely still valid and can be fixed by running:" + "\n"
+						+ "mvn -q exec:java -Dexec.mainClass=org.commoncrawl.whirlwind.RecompressWARC -Dexec.args=\"testing.warc testing.warc.gz\"");
+				System.exit(-1);
+			}
+		}
 
-        try (
-                InputStream in = Files.newInputStream(requested);
-                WarcReader reader = new WarcReader(in)
-        ) {
-            reader.records().forEach(record -> {
-                System.out.println(" WARC-Type: " + record.type());
-                if (RESPONSE_TYPES.contains(record.type())) {
-                    MessageHeaders headers = record.headers();
-                    for (String header : headers.all("WARC-Target-URI")) {
-                        System.out.println(" WARC-Target-URI " + header);
-                    }
-                }
-            });
-        }
-    }
+		try (InputStream in = Files.newInputStream(requested); WarcReader reader = new WarcReader(in)) {
+			reader.records().forEach(record -> {
+				System.out.println(" WARC-Type: " + record.type());
+				if (RESPONSE_TYPES.contains(record.type())) {
+					MessageHeaders headers = record.headers();
+					for (String header : headers.all("WARC-Target-URI")) {
+						System.out.println(" WARC-Target-URI " + header);
+					}
+				}
+			});
+		}
+	}
 }
diff --git a/src/main/java/org/commoncrawl/whirlwind/RecompressWARC.java b/src/main/java/org/commoncrawl/whirlwind/RecompressWARC.java
index ab555da..6bc20ff 100644
--- a/src/main/java/org/commoncrawl/whirlwind/RecompressWARC.java
+++ b/src/main/java/org/commoncrawl/whirlwind/RecompressWARC.java
@@ -32,39 +32,38 @@
 
 public class RecompressWARC {
 
-    public static void main(String[] args) throws IOException {
+	public static void main(String[] args) throws IOException {
 
-        if (args.length != 2) {
-            System.err.println("Usage: java RecompressWarc <input-uncompressed-warc-file> <output-compressed-warc-file>");
-            System.exit(1);
-        }
+		if (args.length != 2) {
+			System.err
+					.println("Usage: java RecompressWarc <input-uncompressed-warc-file> <output-compressed-warc-file>");
+			System.exit(1);
+		}
 
-        Path inputPath = Path.of(args[0]).toAbsolutePath().normalize();
-        Path outputPath = Path.of(args[1]).toAbsolutePath().normalize();
+		Path inputPath = Path.of(args[0]).toAbsolutePath().normalize();
+		Path outputPath = Path.of(args[1]).toAbsolutePath().normalize();
 
-        if (!Files.isRegularFile(inputPath)) {
-            throw new SecurityException("Invalid input WARC path");
-        }
+		if (!Files.isRegularFile(inputPath)) {
+			throw new SecurityException("Invalid input WARC path");
+		}
 
-        if (inputPath.endsWith(".gz")) {
-            System.out.println("Input WARC file is already compressed");
-            System.exit(1);
-        }
+		if (inputPath.endsWith(".gz")) {
+			System.out.println("Input WARC file is already compressed");
+			System.exit(1);
+		}
 
-        try (
-                InputStream in = Files.newInputStream(inputPath);
-                WarcReader reader = new WarcReader(in);
-                OutputStream out = Files.newOutputStream(outputPath);
-                WritableByteChannel outChannel = Channels.newChannel(out);
-                WarcWriter writer = new WarcWriter(outChannel, WarcCompression.GZIP)
-        ) {
-            reader.forEach(record -> {
-                try {
-                    writer.write(record);
-                } catch (IOException e) {
-                    throw new UncheckedIOException(e);
-                }
-            });
-        }
-    }
+		try (InputStream in = Files.newInputStream(inputPath);
+				WarcReader reader = new WarcReader(in);
+				OutputStream out = Files.newOutputStream(outputPath);
+				WritableByteChannel outChannel = Channels.newChannel(out);
+				WarcWriter writer = new WarcWriter(outChannel, WarcCompression.GZIP)) {
+			reader.forEach(record -> {
+				try {
+					writer.write(record);
+				} catch (IOException e) {
+					throw new UncheckedIOException(e);
+				}
+			});
+		}
+	}
 }
diff --git a/src/main/java/org/commoncrawl/whirlwind/ValidateWARC.java b/src/main/java/org/commoncrawl/whirlwind/ValidateWARC.java
index 89b4dfe..4a03072 100644
--- a/src/main/java/org/commoncrawl/whirlwind/ValidateWARC.java
+++ b/src/main/java/org/commoncrawl/whirlwind/ValidateWARC.java
@@ -26,57 +26,53 @@
 import java.util.concurrent.atomic.AtomicInteger;
 
 public class ValidateWARC {
-    public static void main(String[] args) throws Exception {
-        if (args.length != 1) {
-            System.err.println("Usage: java ValidateWARC <file.gz>");
-            System.exit(2);
-        }
+	public static void main(String[] args) throws Exception {
+		if (args.length != 1) {
+			System.err.println("Usage: java ValidateWARC <file.gz>");
+			System.exit(2);
+		}
 
-        Path requested = Path.of(args[0]).toAbsolutePath().normalize();
-        if (!Files.isRegularFile(requested)) {
-            throw new SecurityException("Invalid WARC path");
-        }
+		Path requested = Path.of(args[0]).toAbsolutePath().normalize();
+		if (!Files.isRegularFile(requested)) {
+			throw new SecurityException("Invalid WARC path");
+		}
 
-        int n = getWarcCompressionInformation(requested);
-        if (n <= 1) {
-            System.out.println("Single-member gzip (likely whole-file gzip). members=" + n);
-        } else {
-            System.out.println("Concatenated multi-member gzip (record-compressed). members=" + n);
-        }
+		int n = getWarcCompressionInformation(requested);
+		if (n <= 1) {
+			System.out.println("Single-member gzip (likely whole-file gzip). members=" + n);
+		} else {
+			System.out.println("Concatenated multi-member gzip (record-compressed). members=" + n);
+		}
 
-    }
+	}
 
-    public static int getWarcCompressionInformation(Path inputWarc) throws IOException {
-        final AtomicInteger memberCount = new AtomicInteger(0);
+	public static int getWarcCompressionInformation(Path inputWarc) throws IOException {
+		final AtomicInteger memberCount = new AtomicInteger(0);
 
-        try (
-                InputStream fis = Files.newInputStream(inputWarc);
-                BufferedInputStream bis = new BufferedInputStream(fis);
-                GzipCompressorInputStream gz = GzipCompressorInputStream.builder()
-                        .setDecompressConcatenated(true)
-                        .setOnMemberEnd(x -> memberCount.incrementAndGet())
-                        .setInputStream(bis).get()
-        ) {
+		try (InputStream fis = Files.newInputStream(inputWarc);
+				BufferedInputStream bis = new BufferedInputStream(fis);
+				GzipCompressorInputStream gz = GzipCompressorInputStream.builder().setDecompressConcatenated(true)
+						.setOnMemberEnd(x -> memberCount.incrementAndGet()).setInputStream(bis).get()) {
 
-            byte[] buf = new byte[64 * 1024];
-            while (gz.read(buf) != -1) {
-                // Read the entire stream to trigger member processing
-                // We might not need to read the whole stream, just enough to get an idea
-            }
-        } catch (IOException e) {
-            throw new IllegalArgumentException("The file is either not a gzip file or is corrupted.", e);
-        }
+			byte[] buf = new byte[64 * 1024];
+			while (gz.read(buf) != -1) {
+				// Read the entire stream to trigger member processing
+				// We might not need to read the whole stream, just enough to get an idea
+			}
+		} catch (IOException e) {
+			throw new IllegalArgumentException("The file is either not a gzip file or is corrupted.", e);
+		}
 
-        return memberCount.get();
-    }
+		return memberCount.get();
+	}
 
-    public static void validateRandomAccessWarcOrFail(Path inputWarc) throws IOException {
-        int n = getWarcCompressionInformation(inputWarc);
+	public static void validateRandomAccessWarcOrFail(Path inputWarc) throws IOException {
+		int n = getWarcCompressionInformation(inputWarc);
 
-        if (n <= 1) {
-            throw new IOException("Non-chunked gzip file detected, gzip block continues\n" +
-                    "    beyond single record. " + n);
-        }
+		if (n <= 1) {
+			throw new IOException(
+					"Non-chunked gzip file detected, gzip block continues\n" + "    beyond single record. " + n);
+		}
 
-    }
+	}
 }

From 3ed8d6179be49f6954a1fd0d15ec4360092b3076 Mon Sep 17 00:00:00 2001
From: Luca Foppiano <luca@foppiano.org>
Date: Mon, 29 Dec 2025 09:50:24 +0000
Subject: [PATCH 25/33] fix: Rename class

---
 ...namicFiltering.java => CdxWriterWithDynamicFiltering.java} | 4 ++--
 src/main/java/org/commoncrawl/whirlwind/CdxjIndexer.java      | 2 +-
 2 files changed, 3 insertions(+), 3 deletions(-)
 rename src/main/java/org/commoncrawl/whirlwind/{CdxFilterWithDynamicFiltering.java => CdxWriterWithDynamicFiltering.java} (98%)

diff --git a/src/main/java/org/commoncrawl/whirlwind/CdxFilterWithDynamicFiltering.java b/src/main/java/org/commoncrawl/whirlwind/CdxWriterWithDynamicFiltering.java
similarity index 98%
rename from src/main/java/org/commoncrawl/whirlwind/CdxFilterWithDynamicFiltering.java
rename to src/main/java/org/commoncrawl/whirlwind/CdxWriterWithDynamicFiltering.java
index 4bc8ddb..75f7c5a 100644
--- a/src/main/java/org/commoncrawl/whirlwind/CdxFilterWithDynamicFiltering.java
+++ b/src/main/java/org/commoncrawl/whirlwind/CdxWriterWithDynamicFiltering.java
@@ -30,7 +30,7 @@
 import java.util.function.Consumer;
 import java.util.function.Predicate;
 
-public class CdxFilterWithDynamicFiltering extends CdxWriter {
+public class CdxWriterWithDynamicFiltering extends CdxWriter {
 	private static final DateTimeFormatter DATE_FORMAT = DateTimeFormatter.ofPattern("yyyyMMddHHmmss")
 			.withZone(ZoneOffset.UTC);
 
@@ -40,7 +40,7 @@ public class CdxFilterWithDynamicFiltering extends CdxWriter {
 	private Consumer<String> warningHandler;
 	private Predicate<WarcRecord> recordFilter = null;
 
-	public CdxFilterWithDynamicFiltering(Writer writer) {
+	public CdxWriterWithDynamicFiltering(Writer writer) {
 		super(writer);
 		this.writer = writer;
 	}
diff --git a/src/main/java/org/commoncrawl/whirlwind/CdxjIndexer.java b/src/main/java/org/commoncrawl/whirlwind/CdxjIndexer.java
index e42cc9c..b5c0d6e 100644
--- a/src/main/java/org/commoncrawl/whirlwind/CdxjIndexer.java
+++ b/src/main/java/org/commoncrawl/whirlwind/CdxjIndexer.java
@@ -81,7 +81,7 @@ public static void main(String[] args) throws IOException {
 		}
 
 		try (InputStream in = Files.newInputStream(requested);
-				CdxFilterWithDynamicFiltering cdxjWriter = new CdxFilterWithDynamicFiltering(
+				CdxWriterWithDynamicFiltering cdxjWriter = new CdxWriterWithDynamicFiltering(
 						new OutputStreamWriter(System.out));
 				WarcReader reader = new WarcReader(in)) {
 			reader.setLenient(true);

From b3c7252d1d11d2a607e27f1f41ecab90f7d51916 Mon Sep 17 00:00:00 2001
From: Luca Foppiano <luca@foppiano.org>
Date: Mon, 29 Dec 2025 11:04:47 +0000
Subject: [PATCH 26/33] feat: task 7

---
 Makefile | 18 +++++++++---------
 1 file changed, 9 insertions(+), 9 deletions(-)

diff --git a/Makefile b/Makefile
index 4f7d607..ee96b80 100644
--- a/Makefile
+++ b/Makefile
@@ -31,15 +31,15 @@ extract:
 # 	python ./warcio-iterator.py TEST-000000.extracted.warc.gz
 # 	@echo
 #
-# download_collinfo:
-# 	@echo "downloading collinfo.json so we can find out the crawl name"
-# 	curl -O https://index.commoncrawl.org/collinfo.json
-#
-# CC-MAIN-2024-22.warc.paths.gz:
-# 	@echo "downloading the list from s3, requires s3 auth even though it is free"
-# 	@echo "note that this file should be in the repo"
-# 	 aws s3 ls s3://commoncrawl/cc-index/table/cc-main/warc/crawl=CC-MAIN-2024-22/subset=warc/ | awk '{print $$4}' | gzip -9 > CC-MAIN-2024-22.warc.paths.gz
-#
+download_collinfo:
+	@echo "downloading collinfo.json so we can find out the crawl name"
+	curl -O https://index.commoncrawl.org/collinfo.json
+
+CC-MAIN-2024-22.warc.paths.gz:
+	@echo "downloading the list from s3, requires s3 auth even though it is free"
+	@echo "note that this file should be in the repo"
+	 aws s3 ls s3://commoncrawl/cc-index/table/cc-main/warc/crawl=CC-MAIN-2024-22/subset=warc/ | awk '{print $$4}' | gzip -9 > CC-MAIN-2024-22.warc.paths.gz
+
 # duck_local_files:
 # 	@echo "warning! 300 gigabyte download"
 # 	python duck.py local_files

From e55c48aa6690cdd095f8926e46030b2be4cfe806 Mon Sep 17 00:00:00 2001
From: Luca Foppiano <luca@foppiano.org>
Date: Mon, 5 Jan 2026 17:15:43 +0100
Subject: [PATCH 27/33] feat: Task 8, duck DB with local file

---
 CC-MAIN-2024-22.warc.paths.gz                 | Bin 0 -> 817 bytes
 Makefile                                      |  17 +-
 README.md                                     |  81 ++---
 pom.xml                                       |  10 +
 .../java/org/commoncrawl/whirlwind/Duck.java  | 326 ++++++++++++++++++
 5 files changed, 376 insertions(+), 58 deletions(-)
 create mode 100644 CC-MAIN-2024-22.warc.paths.gz
 create mode 100644 src/main/java/org/commoncrawl/whirlwind/Duck.java

diff --git a/CC-MAIN-2024-22.warc.paths.gz b/CC-MAIN-2024-22.warc.paths.gz
new file mode 100644
index 0000000000000000000000000000000000000000..0ff536d75299e54bb5edb342fa040d3a0743fadb
GIT binary patch
literal 817
zcmb2|=3oE;Cg!C#4U0q!C0Z`d*}W!vxBI1@zT`b-D+_0~Tux@vI}rRWeC1~S>i6g6
z=WqXgzg)Wi_)XhmZ%g;r#8#fmy}vuJf4jT<_o+YsuJzZCx1V44r>?60-;bZKzka^`
zdw*>~{2lon@;m15h~HsfSpTr@w%v{R4f_-75B_WV%le!9oA?`jkU&!X(SKckMSp95
z3xBizM*K#w0N<PU2mWCr*uI%>*x&e<_f396J@aqr8}|?V0}FNj^?j3{R4@E{_Ko{T
z{;7R4-?$$vlvvOGJNm}`L;u9SZQroJ^{?)me2|d!#{I%riQOCabN|Lh+`e)D*gvyx
z+c)m-{hRwHKe=A|H&AHXzovhJU-}o+v;0+lA@BH~<Cpsd`{66J_=UXde~n-67wx<L
c1%ByYR4?*(*b4o>ZvT(rOnQ4egEs>M0E8vaod5s;

literal 0
HcmV?d00001

diff --git a/Makefile b/Makefile
index ee96b80..d3903ac 100644
--- a/Makefile
+++ b/Makefile
@@ -44,14 +44,15 @@ CC-MAIN-2024-22.warc.paths.gz:
 # 	@echo "warning! 300 gigabyte download"
 # 	python duck.py local_files
 #
-# duck_ccf_local_files:
-# 	@echo "warning! only works on Common Crawl Foundadtion's development machine"
-# 	python duck.py ccf_local_files
-#
-# duck_cloudfront:
-# 	@echo "warning! this might take 1-10 minutes"
-# 	python duck.py cloudfront
-#
+duck_ccf_local_files: build
+	@echo "warning! only works on Common Crawl Foundadtion's development machine"
+	mvn -q exec:java -Dexec.mainClass=org.commoncrawl.whirlwind.Duck -Dexec.args"ccf_local_files"
+
+duck_cloudfront: build
+	@echo "warning! this might take 1-10 minutes"
+	mvn -q exec:java -Dexec.mainClass=org.commoncrawl.whirlwind.Duck -Dexec.args"cloudfront"
+
+
 ensure_jwarc:
 	@echo "Ensuring JWarc JAR is present"
 	@if [ ! -f jwarc.jar ] ; then \
diff --git a/README.md b/README.md
index 6c390c3..a356999 100644
--- a/README.md
+++ b/README.md
@@ -453,72 +453,54 @@ On a machine with a 1 gigabit network connection and many cores, this should tak
   <summary>Click to view output</summary>
 
 ```
-warning! this might take 1-10 minutes
-python duck.py cloudfront
-total records for crawl: CC-MAIN-2024-22
-┌──────────────┐
-│ count_star() │
-│    int64     │
-├──────────────┤
-│   2709877975 │
-└──────────────┘
-
-our one row
-┌──────────────────────┬──────────────────────┬──────────────────┬───┬──────────────────┬─────────────────┬─────────┐
-│     url_surtkey      │         url          │  url_host_name   │ … │   warc_segment   │      crawl      │ subset  │
-│       varchar        │       varchar        │     varchar      │   │     varchar      │     varchar     │ varchar │
-├──────────────────────┼──────────────────────┼──────────────────┼───┼──────────────────┼─────────────────┼─────────┤
-│ org,wikipedia,an)/…  │ https://an.wikiped…  │ an.wikipedia.org │ … │ 1715971057216.39 │ CC-MAIN-2024-22 │ warc    │
-├──────────────────────┴──────────────────────┴──────────────────┴───┴──────────────────┴─────────────────┴─────────┤
-│ 1 rows                                                                                       32 columns (6 shown) │
-└───────────────────────────────────────────────────────────────────────────────────────────────────────────────────┘
-
-writing our one row to a local parquet file, whirlwind.parquet
-total records for local whirlwind.parquet should be 1
-┌──────────────┐
-│ count_star() │
-│    int64     │
-├──────────────┤
-│            1 │
-└──────────────┘
-
-our one row, locally
-┌──────────────────────┬──────────────────────┬──────────────────┬───┬──────────────────┬─────────────────┬─────────┐
-│     url_surtkey      │         url          │  url_host_name   │ … │   warc_segment   │      crawl      │ subset  │
-│       varchar        │       varchar        │     varchar      │   │     varchar      │     varchar     │ varchar │
-├──────────────────────┼──────────────────────┼──────────────────┼───┼──────────────────┼─────────────────┼─────────┤
-│ org,wikipedia,an)/…  │ https://an.wikiped…  │ an.wikipedia.org │ … │ 1715971057216.39 │ CC-MAIN-2024-22 │ warc    │
-├──────────────────────┴──────────────────────┴──────────────────┴───┴──────────────────┴─────────────────┴─────────┤
-│ 1 rows                                                                                       32 columns (6 shown) │
-└───────────────────────────────────────────────────────────────────────────────────────────────────────────────────┘
-
-complete row:
+Using algorithm: cloudfront
+Total records for crawl: CC-MAIN-2024-22
+100% ▕████████████████████████████████████████████████████████████▏ 
+2709877975
+
+Our one row:
+100% ▕████████████████████████████████████████████████████████████▏ 
+url_surtkey | url | url_host_name | url_host_tld | url_host_2nd_last_part | url_host_3rd_last_part | url_host_4th_last_part | url_host_5th_last_part | url_host_registry_suffix | url_host_registered_domain | url_host_private_suffix | url_host_private_domain | url_host_name_reversed | url_protocol | url_port | url_path | url_query | fetch_time | fetch_status | fetch_redirect | content_digest | content_mime_type | content_mime_detected | content_charset | content_languages | content_truncated | warc_filename | warc_record_offset | warc_record_length | warc_segment | crawl | subset
+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
+org,wikipedia,an)/wiki/escopete | https://an.wikipedia.org/wiki/Escopete | an.wikipedia.org | org | wikipedia | an | NULL | NULL | org | wikipedia.org | org | wikipedia.org | org.wikipedia.an | https | NULL | /wiki/Escopete | NULL | 2024-05-18T01:58:10Z | 200 | NULL | RY7PLBUFQNI2FFV5FTUQK72W6SNPXLQU | text/html | text/html | UTF-8 | spa | NULL | crawl-data/CC-MAIN-2024-22/segments/1715971057216.39/warc/CC-MAIN-20240517233122-20240518023122-00000.warc.gz | 80610731 | 17423 | 1715971057216.39 | CC-MAIN-2024-22 | warc
+
+Writing our one row to a local parquet file, whirlwind.parquet
+100% ▕████████████████████████████████████████████████████████████▏ 
+Total records for local whirlwind.parquet should be 1:
+1
+
+Our one row, locally:
+url_surtkey | url | url_host_name | url_host_tld | url_host_2nd_last_part | url_host_3rd_last_part | url_host_4th_last_part | url_host_5th_last_part | url_host_registry_suffix | url_host_registered_domain | url_host_private_suffix | url_host_private_domain | url_host_name_reversed | url_protocol | url_port | url_path | url_query | fetch_time | fetch_status | fetch_redirect | content_digest | content_mime_type | content_mime_detected | content_charset | content_languages | content_truncated | warc_filename | warc_record_offset | warc_record_length | warc_segment | crawl | subset
+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
+org,wikipedia,an)/wiki/escopete | https://an.wikipedia.org/wiki/Escopete | an.wikipedia.org | org | wikipedia | an | NULL | NULL | org | wikipedia.org | org | wikipedia.org | org.wikipedia.an | https | NULL | /wiki/Escopete | NULL | 2024-05-18T01:58:10Z | 200 | NULL | RY7PLBUFQNI2FFV5FTUQK72W6SNPXLQU | text/html | text/html | UTF-8 | spa | NULL | crawl-data/CC-MAIN-2024-22/segments/1715971057216.39/warc/CC-MAIN-20240517233122-20240518023122-00000.warc.gz | 80610731 | 17423 | 1715971057216.39 | CC-MAIN-2024-22 | warc
+
+Complete row:
   url_surtkey org,wikipedia,an)/wiki/escopete
   url https://an.wikipedia.org/wiki/Escopete
   url_host_name an.wikipedia.org
   url_host_tld org
   url_host_2nd_last_part wikipedia
   url_host_3rd_last_part an
-  url_host_4th_last_part None
-  url_host_5th_last_part None
+  url_host_4th_last_part null
+  url_host_5th_last_part null
   url_host_registry_suffix org
   url_host_registered_domain wikipedia.org
   url_host_private_suffix org
   url_host_private_domain wikipedia.org
   url_host_name_reversed org.wikipedia.an
   url_protocol https
-  url_port nan
+  url_port null
   url_path /wiki/Escopete
-  url_query None
-  fetch_time 2024-05-18 01:58:10+00:00
+  url_query null
+  fetch_time 2024-05-18T01:58:10Z
   fetch_status 200
-  fetch_redirect None
+  fetch_redirect null
   content_digest RY7PLBUFQNI2FFV5FTUQK72W6SNPXLQU
   content_mime_type text/html
   content_mime_detected text/html
   content_charset UTF-8
   content_languages spa
-  content_truncated None
+  content_truncated null
   warc_filename crawl-data/CC-MAIN-2024-22/segments/1715971057216.39/warc/CC-MAIN-20240517233122-20240518023122-00000.warc.gz
   warc_record_offset 80610731
   warc_record_length 17423
@@ -526,9 +508,8 @@ complete row:
   crawl CC-MAIN-2024-22
   subset warc
 
-equivalent to cdxj:
-org,wikipedia,an)/wiki/escopete 20240518015810 {"url": "https://an.wikipedia.org/wiki/Escopete", "mime": "text/html", "status": "200", "digest": "sha1:RY7PLBUFQNI2FFV5FTUQK72W6SNPXLQU", "length": "17423", "offset": "80610731", "filename": "crawl-data/CC-MAIN-2024-22/segments/1715971057216.39/warc/CC-MAIN-20240517233122-20240518023122-00000.warc.gz"}
-
+Equivalent to CDXJ:
+org,wikipedia,an)/wiki/escopete 20240518015810 {"url":"https://an.wikipedia.org/wiki/Escopete","mime":"text/html","status":"200","digest":"sha1:RY7PLBUFQNI2FFV5FTUQK72W6SNPXLQU","length":"17423","offset":"80610731","filename":"crawl-data/CC-MAIN-2024-22/segments/1715971057216.39/warc/CC-MAIN-20240517233122-20240518023122-00000.warc.gz"}
 ```
 </details>
 
diff --git a/pom.xml b/pom.xml
index b5296d2..c006d2d 100644
--- a/pom.xml
+++ b/pom.xml
@@ -26,6 +26,16 @@
 			<artifactId>jwarc</artifactId>
 			<version>0.33.0</version>
 		</dependency>
+		<dependency>
+			<groupId>org.duckdb</groupId>
+			<artifactId>duckdb_jdbc</artifactId>
+			<version>1.1.3</version>
+		</dependency>
+		<dependency>
+			<groupId>com.google.code.gson</groupId>
+			<artifactId>gson</artifactId>
+			<version>2.11.0</version>
+		</dependency>
 	</dependencies>
 
 	<build>
diff --git a/src/main/java/org/commoncrawl/whirlwind/Duck.java b/src/main/java/org/commoncrawl/whirlwind/Duck.java
new file mode 100644
index 0000000..81cc4b6
--- /dev/null
+++ b/src/main/java/org/commoncrawl/whirlwind/Duck.java
@@ -0,0 +1,326 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.commoncrawl.whirlwind;
+
+import com.google.gson.Gson;
+import com.google.gson.GsonBuilder;
+
+import java.io.*;
+import java.nio.charset.StandardCharsets;
+import java.nio.file.Files;
+import java.nio.file.Path;
+import java.sql.*;
+import java.time.format.DateTimeFormatter;
+import java.util.*;
+import java.util.stream.Collectors;
+import java.util.zip.GZIPInputStream;
+
+public class Duck {
+
+    private static final int MAX_RETRIES = 100;
+    private static final int RETRY_SLEEP_MS = 10000;
+    private static final Gson GSON = new GsonBuilder().disableHtmlEscaping().create();
+    private static final DateTimeFormatter TIMESTAMP_FORMATTER = DateTimeFormatter.ofPattern("yyyyMMddHHmmss");
+
+    public enum Algorithm {
+        CCF_LOCAL_FILES("ccf_local_files"),
+        CLOUDFRONT("cloudfront");
+
+        private final String name;
+
+        Algorithm(String name) {
+            this.name = name;
+        }
+
+        public String getName() {
+            return name;
+        }
+
+        public static Algorithm fromString(String name) {
+            for (Algorithm algo : values()) {
+                if (algo.name.equalsIgnoreCase(name)) {
+                    return algo;
+                }
+            }
+            throw new IllegalArgumentException("Unknown algorithm: " + name + ". Possible values: "
+                    + Arrays.stream(values()).map(Algorithm::getName).collect(Collectors.joining(", ")));
+        }
+    }
+
+    /**
+     * Prints download instructions for the Common Crawl index.
+     */
+    public static void printIndexDownloadAdvice(String prefix, String crawl) {
+        System.out.println("Do you need to download this index?");
+        System.out.printf(" mkdir -p %s/commoncrawl/cc-index/table/cc-main/warc/crawl=%s/subset=warc/%n", prefix,
+                crawl);
+        System.out.printf(" cd %s/commoncrawl/cc-index/table/cc-main/warc/crawl=%s/subset=warc/%n", prefix, crawl);
+        System.out.printf(" aws s3 sync s3://commoncrawl/cc-index/table/cc-main/warc/crawl=%s/subset=warc/ .%n", crawl);
+    }
+
+    /**
+     * Prints a row in CDXJ format.
+     */
+    public static void printRowAsJWarc(ResultSet rs, PrintStream out) throws SQLException {
+        while (rs.next()) {
+            Map<String, Object> cdxjData = new LinkedHashMap<>();
+            cdxjData.put("url", rs.getString("url"));
+            cdxjData.put("mime", rs.getString("content_mime_type"));
+            cdxjData.put("status", String.valueOf(rs.getInt("fetch_status")));
+            cdxjData.put("digest", "sha1:" + rs.getString("content_digest"));
+            cdxjData.put("length", String.valueOf(rs.getLong("warc_record_length")));
+            cdxjData.put("offset", String.valueOf(rs.getLong("warc_record_offset")));
+            cdxjData.put("filename", rs.getString("warc_filename"));
+
+            Timestamp fetchTime = rs.getTimestamp("fetch_time");
+            String timestamp = fetchTime.toLocalDateTime().format(TIMESTAMP_FORMATTER);
+
+            String surtKey = rs.getString("url_surtkey");
+            out.printf("%s %s %s%n", surtKey, timestamp, GSON.toJson(cdxjData));
+        }
+    }
+
+    /**
+     * Prints all columns of a row as key-value pairs.
+     */
+    public static void printRowAsKvList(ResultSet rs, PrintStream out) throws SQLException {
+        ResultSetMetaData metaData = rs.getMetaData();
+        int columnCount = metaData.getColumnCount();
+
+        while (rs.next()) {
+            for (int i = 1; i <= columnCount; i++) {
+                String columnName = metaData.getColumnName(i);
+                Object value = rs.getObject(i);
+                out.printf("  %s %s%n", columnName, value);
+            }
+        }
+    }
+
+    /**
+     * Gets the list of parquet files to query based on the algorithm.
+     */
+    public static List<String> getFiles(Algorithm algo, String crawl) throws IOException {
+        switch (algo) {
+            case CCF_LOCAL_FILES: {
+                Path indexPath = Path.of("/home/cc-pds/commoncrawl/cc-index/table/cc-main/warc", "crawl=" + crawl,
+                        "subset=warc");
+                return getLocalParquetFiles(indexPath, "/home/cc-pds", crawl);
+            }
+
+            case CLOUDFRONT: {
+                String externalPrefix = String.format(
+                        "https://data.commoncrawl.org/cc-index/table/cc-main/warc/crawl=%s/subset=warc/", crawl);
+                String pathsFile = crawl + ".warc.paths.gz";
+
+                List<String> files = new ArrayList<>();
+                try (GZIPInputStream gzis = new GZIPInputStream(new FileInputStream(pathsFile));
+                     BufferedReader reader = new BufferedReader(
+                             new InputStreamReader(gzis, StandardCharsets.UTF_8))) {
+                    String line;
+                    while ((line = reader.readLine()) != null) {
+                        files.add(externalPrefix + line);
+                    }
+                }
+                return files;
+            }
+
+            default:
+                throw new IllegalArgumentException("Unknown algorithm: " + algo);
+        }
+    }
+
+    private static List<String> getLocalParquetFiles(Path indexPath, String prefix, String crawl) throws IOException {
+        if (!Files.isDirectory(indexPath)) {
+            printIndexDownloadAdvice(prefix, crawl);
+            System.exit(1);
+        }
+
+        List<String> files = Files.list(indexPath).filter(p -> p.toString().endsWith(".parquet")).map(Path::toString)
+                .collect(Collectors.toList());
+
+        if (files.size() < 250) {
+            printIndexDownloadAdvice(prefix, crawl);
+            System.exit(1);
+        }
+
+        return files;
+    }
+
+    /**
+     * Executes a query with retry logic.
+     */
+    private static ResultSet executeWithRetry(Statement stmt, String sql) throws SQLException, InterruptedException {
+        int retriesLeft = MAX_RETRIES;
+
+        while (true) {
+            try {
+                return stmt.executeQuery(sql);
+            } catch (SQLException e) {
+                String message = e.getMessage();
+                if (message != null && (message.contains("HTTP") || message.contains("magic bytes"))) {
+                    System.err.println("DuckDB exception seen: " + e.getMessage());
+                    if (retriesLeft > 0) {
+                        System.err.printf("Sleeping for %d seconds...%n", RETRY_SLEEP_MS / 1000);
+                        Thread.sleep(RETRY_SLEEP_MS);
+                        retriesLeft--;
+                    } else {
+                        throw e;
+                    }
+                } else {
+                    throw e;
+                }
+            }
+        }
+    }
+
+    public static void main(String[] args) {
+        String crawl = "CC-MAIN-2024-22";
+        Algorithm algo = Algorithm.CLOUDFRONT;
+
+        if (args.length > 0) {
+            if ("help".equalsIgnoreCase(args[0]) || "--help".equals(args[0]) || "-h".equals(args[0])) {
+                printUsage();
+                System.exit(0);
+            }
+            algo = Algorithm.fromString(args[0]);
+        } else {
+            System.out.println("Using algorithm: " + algo.getName());
+        }
+
+        try {
+            run(algo, crawl);
+        } catch (Exception e) {
+            System.err.println("Error: " + e.getMessage());
+            printUsage();
+            System.exit(1);
+        }
+    }
+
+    public static void run(Algorithm algo, String crawl) throws IOException, SQLException, InterruptedException {
+        // Ensure stdout uses UTF-8
+        PrintStream out = new PrintStream(System.out, true, StandardCharsets.UTF_8);
+
+        List<String> files = getFiles(algo, crawl);
+        String filesList = files.stream()
+                .map(f -> "'" + f + "'")
+                .collect(Collectors.joining(", "));
+
+        // Use in-memory DuckDB
+        try (Connection conn = DriverManager.getConnection("jdbc:duckdb:");
+             Statement stmt = conn.createStatement()) {
+
+            // Configure DuckDB
+            stmt.execute("SET enable_progress_bar = true");
+            stmt.execute("SET http_retries = 100");
+
+            // Create view from parquet files
+            String createViewSql = String.format("CREATE VIEW ccindex AS SELECT * FROM read_parquet([%s])", filesList);
+            stmt.execute(createViewSql);
+
+            // Count total records
+            out.printf("Total records for crawl: %s%n", crawl);
+            try (ResultSet rs = executeWithRetry(stmt, "SELECT COUNT(*) as cnt FROM ccindex")) {
+                if (rs.next()) {
+                    out.println(rs.getLong("cnt"));
+                }
+            }
+
+            // Query for our specific row
+            String selectQuery = "" +
+                    "SELECT * FROM ccindex WHERE subset = 'warc' "
+                    + "AND crawl = 'CC-MAIN-2024-22' "
+                    + "AND url_host_tld = 'org' "
+                    + "AND url_host_registered_domain = 'wikipedia.org' "
+                    + "AND url = 'https://an.wikipedia.org/wiki/Escopete'";
+
+            out.println("Our one row:");
+            try (ResultSet rs = executeWithRetry(stmt, selectQuery)) {
+                printResultSet(rs, out);
+            }
+
+            // Write to local parquet
+            out.println("Writing our one row to a local parquet file, whirlwind.parquet");
+            stmt.execute(String.format("COPY (%s) TO 'whirlwind.parquet' (FORMAT PARQUET)", selectQuery));
+
+            // Verify local parquet
+            stmt.execute("CREATE VIEW cclocal AS SELECT * FROM read_parquet('whirlwind.parquet')");
+
+            out.println("Total records for local whirlwind.parquet should be 1:");
+            try (ResultSet rs = stmt.executeQuery("SELECT COUNT(*) as cnt FROM cclocal")) {
+                if (rs.next()) {
+                    out.println(rs.getLong("cnt"));
+                }
+            }
+
+            String localQuery = selectQuery.replace("ccindex", "cclocal");
+            out.println("Our one row, locally:");
+            try (ResultSet rs = stmt.executeQuery(localQuery)) {
+                printResultSet(rs, out);
+            }
+
+            out.println("\nComplete row:");
+            try (ResultSet rs = stmt.executeQuery(localQuery)) {
+                printRowAsKvList(rs, out);
+            }
+
+            out.println("\nEquivalent to JWARC:");
+            try (ResultSet rs = stmt.executeQuery(localQuery)) {
+                printRowAsJWarc(rs, out);
+            }
+        }
+    }
+
+    /**
+     * Prints a ResultSet in a simple table-like format.
+     */
+    private static void printResultSet(ResultSet rs, PrintStream out) throws SQLException {
+        ResultSetMetaData metaData = rs.getMetaData();
+        int columnCount = metaData.getColumnCount();
+
+        // Print column headers
+        List<String> headers = new ArrayList<>();
+        for (int i = 1; i <= columnCount; i++) {
+            headers.add(metaData.getColumnName(i));
+        }
+        out.println(String.join(" | ", headers));
+        out.println("-".repeat(headers.stream().mapToInt(String::length).sum() + (headers.size() - 1) * 3));
+
+        // Print rows
+        while (rs.next()) {
+            List<String> values = new ArrayList<>();
+            for (int i = 1; i <= columnCount; i++) {
+                Object value = rs.getObject(i);
+                values.add(value == null ? "NULL" : value.toString());
+            }
+            out.println(String.join(" | ", values));
+        }
+    }
+
+    private static void printUsage() {
+        System.err.println("Usage: Duck [algorithm]");
+        System.err.println();
+        System.err.println("Query Common Crawl index using DuckDB.");
+        System.err.println();
+        System.err.println("Algorithms:");
+        System.err.println("  ccf_local_files  Use local parquet files from /home/cc-pds/commoncrawl/...");
+        System.err.println("  cloudfront       Use CloudFront URLs (requires <crawl>.warc.paths.gz file)");
+        System.err.println();
+        System.err.println("Options:");
+        System.err.println("  help, --help, -h  Show this help message");
+    }
+}

From 43fc088e9686673059e6d44158d4240053221fc8 Mon Sep 17 00:00:00 2001
From: Luca Foppiano <luca@foppiano.org>
Date: Mon, 5 Jan 2026 18:02:04 +0100
Subject: [PATCH 28/33] chore: Run spotless

---
 .../java/org/commoncrawl/whirlwind/Duck.java  | 574 +++++++++---------
 1 file changed, 283 insertions(+), 291 deletions(-)

diff --git a/src/main/java/org/commoncrawl/whirlwind/Duck.java b/src/main/java/org/commoncrawl/whirlwind/Duck.java
index 81cc4b6..c700286 100644
--- a/src/main/java/org/commoncrawl/whirlwind/Duck.java
+++ b/src/main/java/org/commoncrawl/whirlwind/Duck.java
@@ -32,295 +32,287 @@
 
 public class Duck {
 
-    private static final int MAX_RETRIES = 100;
-    private static final int RETRY_SLEEP_MS = 10000;
-    private static final Gson GSON = new GsonBuilder().disableHtmlEscaping().create();
-    private static final DateTimeFormatter TIMESTAMP_FORMATTER = DateTimeFormatter.ofPattern("yyyyMMddHHmmss");
-
-    public enum Algorithm {
-        CCF_LOCAL_FILES("ccf_local_files"),
-        CLOUDFRONT("cloudfront");
-
-        private final String name;
-
-        Algorithm(String name) {
-            this.name = name;
-        }
-
-        public String getName() {
-            return name;
-        }
-
-        public static Algorithm fromString(String name) {
-            for (Algorithm algo : values()) {
-                if (algo.name.equalsIgnoreCase(name)) {
-                    return algo;
-                }
-            }
-            throw new IllegalArgumentException("Unknown algorithm: " + name + ". Possible values: "
-                    + Arrays.stream(values()).map(Algorithm::getName).collect(Collectors.joining(", ")));
-        }
-    }
-
-    /**
-     * Prints download instructions for the Common Crawl index.
-     */
-    public static void printIndexDownloadAdvice(String prefix, String crawl) {
-        System.out.println("Do you need to download this index?");
-        System.out.printf(" mkdir -p %s/commoncrawl/cc-index/table/cc-main/warc/crawl=%s/subset=warc/%n", prefix,
-                crawl);
-        System.out.printf(" cd %s/commoncrawl/cc-index/table/cc-main/warc/crawl=%s/subset=warc/%n", prefix, crawl);
-        System.out.printf(" aws s3 sync s3://commoncrawl/cc-index/table/cc-main/warc/crawl=%s/subset=warc/ .%n", crawl);
-    }
-
-    /**
-     * Prints a row in CDXJ format.
-     */
-    public static void printRowAsJWarc(ResultSet rs, PrintStream out) throws SQLException {
-        while (rs.next()) {
-            Map<String, Object> cdxjData = new LinkedHashMap<>();
-            cdxjData.put("url", rs.getString("url"));
-            cdxjData.put("mime", rs.getString("content_mime_type"));
-            cdxjData.put("status", String.valueOf(rs.getInt("fetch_status")));
-            cdxjData.put("digest", "sha1:" + rs.getString("content_digest"));
-            cdxjData.put("length", String.valueOf(rs.getLong("warc_record_length")));
-            cdxjData.put("offset", String.valueOf(rs.getLong("warc_record_offset")));
-            cdxjData.put("filename", rs.getString("warc_filename"));
-
-            Timestamp fetchTime = rs.getTimestamp("fetch_time");
-            String timestamp = fetchTime.toLocalDateTime().format(TIMESTAMP_FORMATTER);
-
-            String surtKey = rs.getString("url_surtkey");
-            out.printf("%s %s %s%n", surtKey, timestamp, GSON.toJson(cdxjData));
-        }
-    }
-
-    /**
-     * Prints all columns of a row as key-value pairs.
-     */
-    public static void printRowAsKvList(ResultSet rs, PrintStream out) throws SQLException {
-        ResultSetMetaData metaData = rs.getMetaData();
-        int columnCount = metaData.getColumnCount();
-
-        while (rs.next()) {
-            for (int i = 1; i <= columnCount; i++) {
-                String columnName = metaData.getColumnName(i);
-                Object value = rs.getObject(i);
-                out.printf("  %s %s%n", columnName, value);
-            }
-        }
-    }
-
-    /**
-     * Gets the list of parquet files to query based on the algorithm.
-     */
-    public static List<String> getFiles(Algorithm algo, String crawl) throws IOException {
-        switch (algo) {
-            case CCF_LOCAL_FILES: {
-                Path indexPath = Path.of("/home/cc-pds/commoncrawl/cc-index/table/cc-main/warc", "crawl=" + crawl,
-                        "subset=warc");
-                return getLocalParquetFiles(indexPath, "/home/cc-pds", crawl);
-            }
-
-            case CLOUDFRONT: {
-                String externalPrefix = String.format(
-                        "https://data.commoncrawl.org/cc-index/table/cc-main/warc/crawl=%s/subset=warc/", crawl);
-                String pathsFile = crawl + ".warc.paths.gz";
-
-                List<String> files = new ArrayList<>();
-                try (GZIPInputStream gzis = new GZIPInputStream(new FileInputStream(pathsFile));
-                     BufferedReader reader = new BufferedReader(
-                             new InputStreamReader(gzis, StandardCharsets.UTF_8))) {
-                    String line;
-                    while ((line = reader.readLine()) != null) {
-                        files.add(externalPrefix + line);
-                    }
-                }
-                return files;
-            }
-
-            default:
-                throw new IllegalArgumentException("Unknown algorithm: " + algo);
-        }
-    }
-
-    private static List<String> getLocalParquetFiles(Path indexPath, String prefix, String crawl) throws IOException {
-        if (!Files.isDirectory(indexPath)) {
-            printIndexDownloadAdvice(prefix, crawl);
-            System.exit(1);
-        }
-
-        List<String> files = Files.list(indexPath).filter(p -> p.toString().endsWith(".parquet")).map(Path::toString)
-                .collect(Collectors.toList());
-
-        if (files.size() < 250) {
-            printIndexDownloadAdvice(prefix, crawl);
-            System.exit(1);
-        }
-
-        return files;
-    }
-
-    /**
-     * Executes a query with retry logic.
-     */
-    private static ResultSet executeWithRetry(Statement stmt, String sql) throws SQLException, InterruptedException {
-        int retriesLeft = MAX_RETRIES;
-
-        while (true) {
-            try {
-                return stmt.executeQuery(sql);
-            } catch (SQLException e) {
-                String message = e.getMessage();
-                if (message != null && (message.contains("HTTP") || message.contains("magic bytes"))) {
-                    System.err.println("DuckDB exception seen: " + e.getMessage());
-                    if (retriesLeft > 0) {
-                        System.err.printf("Sleeping for %d seconds...%n", RETRY_SLEEP_MS / 1000);
-                        Thread.sleep(RETRY_SLEEP_MS);
-                        retriesLeft--;
-                    } else {
-                        throw e;
-                    }
-                } else {
-                    throw e;
-                }
-            }
-        }
-    }
-
-    public static void main(String[] args) {
-        String crawl = "CC-MAIN-2024-22";
-        Algorithm algo = Algorithm.CLOUDFRONT;
-
-        if (args.length > 0) {
-            if ("help".equalsIgnoreCase(args[0]) || "--help".equals(args[0]) || "-h".equals(args[0])) {
-                printUsage();
-                System.exit(0);
-            }
-            algo = Algorithm.fromString(args[0]);
-        } else {
-            System.out.println("Using algorithm: " + algo.getName());
-        }
-
-        try {
-            run(algo, crawl);
-        } catch (Exception e) {
-            System.err.println("Error: " + e.getMessage());
-            printUsage();
-            System.exit(1);
-        }
-    }
-
-    public static void run(Algorithm algo, String crawl) throws IOException, SQLException, InterruptedException {
-        // Ensure stdout uses UTF-8
-        PrintStream out = new PrintStream(System.out, true, StandardCharsets.UTF_8);
-
-        List<String> files = getFiles(algo, crawl);
-        String filesList = files.stream()
-                .map(f -> "'" + f + "'")
-                .collect(Collectors.joining(", "));
-
-        // Use in-memory DuckDB
-        try (Connection conn = DriverManager.getConnection("jdbc:duckdb:");
-             Statement stmt = conn.createStatement()) {
-
-            // Configure DuckDB
-            stmt.execute("SET enable_progress_bar = true");
-            stmt.execute("SET http_retries = 100");
-
-            // Create view from parquet files
-            String createViewSql = String.format("CREATE VIEW ccindex AS SELECT * FROM read_parquet([%s])", filesList);
-            stmt.execute(createViewSql);
-
-            // Count total records
-            out.printf("Total records for crawl: %s%n", crawl);
-            try (ResultSet rs = executeWithRetry(stmt, "SELECT COUNT(*) as cnt FROM ccindex")) {
-                if (rs.next()) {
-                    out.println(rs.getLong("cnt"));
-                }
-            }
-
-            // Query for our specific row
-            String selectQuery = "" +
-                    "SELECT * FROM ccindex WHERE subset = 'warc' "
-                    + "AND crawl = 'CC-MAIN-2024-22' "
-                    + "AND url_host_tld = 'org' "
-                    + "AND url_host_registered_domain = 'wikipedia.org' "
-                    + "AND url = 'https://an.wikipedia.org/wiki/Escopete'";
-
-            out.println("Our one row:");
-            try (ResultSet rs = executeWithRetry(stmt, selectQuery)) {
-                printResultSet(rs, out);
-            }
-
-            // Write to local parquet
-            out.println("Writing our one row to a local parquet file, whirlwind.parquet");
-            stmt.execute(String.format("COPY (%s) TO 'whirlwind.parquet' (FORMAT PARQUET)", selectQuery));
-
-            // Verify local parquet
-            stmt.execute("CREATE VIEW cclocal AS SELECT * FROM read_parquet('whirlwind.parquet')");
-
-            out.println("Total records for local whirlwind.parquet should be 1:");
-            try (ResultSet rs = stmt.executeQuery("SELECT COUNT(*) as cnt FROM cclocal")) {
-                if (rs.next()) {
-                    out.println(rs.getLong("cnt"));
-                }
-            }
-
-            String localQuery = selectQuery.replace("ccindex", "cclocal");
-            out.println("Our one row, locally:");
-            try (ResultSet rs = stmt.executeQuery(localQuery)) {
-                printResultSet(rs, out);
-            }
-
-            out.println("\nComplete row:");
-            try (ResultSet rs = stmt.executeQuery(localQuery)) {
-                printRowAsKvList(rs, out);
-            }
-
-            out.println("\nEquivalent to JWARC:");
-            try (ResultSet rs = stmt.executeQuery(localQuery)) {
-                printRowAsJWarc(rs, out);
-            }
-        }
-    }
-
-    /**
-     * Prints a ResultSet in a simple table-like format.
-     */
-    private static void printResultSet(ResultSet rs, PrintStream out) throws SQLException {
-        ResultSetMetaData metaData = rs.getMetaData();
-        int columnCount = metaData.getColumnCount();
-
-        // Print column headers
-        List<String> headers = new ArrayList<>();
-        for (int i = 1; i <= columnCount; i++) {
-            headers.add(metaData.getColumnName(i));
-        }
-        out.println(String.join(" | ", headers));
-        out.println("-".repeat(headers.stream().mapToInt(String::length).sum() + (headers.size() - 1) * 3));
-
-        // Print rows
-        while (rs.next()) {
-            List<String> values = new ArrayList<>();
-            for (int i = 1; i <= columnCount; i++) {
-                Object value = rs.getObject(i);
-                values.add(value == null ? "NULL" : value.toString());
-            }
-            out.println(String.join(" | ", values));
-        }
-    }
-
-    private static void printUsage() {
-        System.err.println("Usage: Duck [algorithm]");
-        System.err.println();
-        System.err.println("Query Common Crawl index using DuckDB.");
-        System.err.println();
-        System.err.println("Algorithms:");
-        System.err.println("  ccf_local_files  Use local parquet files from /home/cc-pds/commoncrawl/...");
-        System.err.println("  cloudfront       Use CloudFront URLs (requires <crawl>.warc.paths.gz file)");
-        System.err.println();
-        System.err.println("Options:");
-        System.err.println("  help, --help, -h  Show this help message");
-    }
+	private static final int MAX_RETRIES = 100;
+	private static final int RETRY_SLEEP_MS = 10000;
+	private static final Gson GSON = new GsonBuilder().disableHtmlEscaping().create();
+	private static final DateTimeFormatter TIMESTAMP_FORMATTER = DateTimeFormatter.ofPattern("yyyyMMddHHmmss");
+
+	public enum Algorithm {
+		CCF_LOCAL_FILES("ccf_local_files"), CLOUDFRONT("cloudfront");
+
+		private final String name;
+
+		Algorithm(String name) {
+			this.name = name;
+		}
+
+		public String getName() {
+			return name;
+		}
+
+		public static Algorithm fromString(String name) {
+			for (Algorithm algo : values()) {
+				if (algo.name.equalsIgnoreCase(name)) {
+					return algo;
+				}
+			}
+			throw new IllegalArgumentException("Unknown algorithm: " + name + ". Possible values: "
+					+ Arrays.stream(values()).map(Algorithm::getName).collect(Collectors.joining(", ")));
+		}
+	}
+
+	/**
+	 * Prints download instructions for the Common Crawl index.
+	 */
+	public static void printIndexDownloadAdvice(String prefix, String crawl) {
+		System.out.println("Do you need to download this index?");
+		System.out.printf(" mkdir -p %s/commoncrawl/cc-index/table/cc-main/warc/crawl=%s/subset=warc/%n", prefix,
+				crawl);
+		System.out.printf(" cd %s/commoncrawl/cc-index/table/cc-main/warc/crawl=%s/subset=warc/%n", prefix, crawl);
+		System.out.printf(" aws s3 sync s3://commoncrawl/cc-index/table/cc-main/warc/crawl=%s/subset=warc/ .%n", crawl);
+	}
+
+	/**
+	 * Prints a row in CDXJ format.
+	 */
+	public static void printRowAsJWarc(ResultSet rs, PrintStream out) throws SQLException {
+		while (rs.next()) {
+			Map<String, Object> cdxjData = new LinkedHashMap<>();
+			cdxjData.put("url", rs.getString("url"));
+			cdxjData.put("mime", rs.getString("content_mime_type"));
+			cdxjData.put("status", String.valueOf(rs.getInt("fetch_status")));
+			cdxjData.put("digest", "sha1:" + rs.getString("content_digest"));
+			cdxjData.put("length", String.valueOf(rs.getLong("warc_record_length")));
+			cdxjData.put("offset", String.valueOf(rs.getLong("warc_record_offset")));
+			cdxjData.put("filename", rs.getString("warc_filename"));
+
+			Timestamp fetchTime = rs.getTimestamp("fetch_time");
+			String timestamp = fetchTime.toLocalDateTime().format(TIMESTAMP_FORMATTER);
+
+			String surtKey = rs.getString("url_surtkey");
+			out.printf("%s %s %s%n", surtKey, timestamp, GSON.toJson(cdxjData));
+		}
+	}
+
+	/**
+	 * Prints all columns of a row as key-value pairs.
+	 */
+	public static void printRowAsKvList(ResultSet rs, PrintStream out) throws SQLException {
+		ResultSetMetaData metaData = rs.getMetaData();
+		int columnCount = metaData.getColumnCount();
+
+		while (rs.next()) {
+			for (int i = 1; i <= columnCount; i++) {
+				String columnName = metaData.getColumnName(i);
+				Object value = rs.getObject(i);
+				out.printf("  %s %s%n", columnName, value);
+			}
+		}
+	}
+
+	/**
+	 * Gets the list of parquet files to query based on the algorithm.
+	 */
+	public static List<String> getFiles(Algorithm algo, String crawl) throws IOException {
+		switch (algo) {
+		case CCF_LOCAL_FILES: {
+			Path indexPath = Path.of("/home/cc-pds/commoncrawl/cc-index/table/cc-main/warc", "crawl=" + crawl,
+					"subset=warc");
+			return getLocalParquetFiles(indexPath, "/home/cc-pds", crawl);
+		}
+
+		case CLOUDFRONT: {
+			String externalPrefix = String
+					.format("https://data.commoncrawl.org/cc-index/table/cc-main/warc/crawl=%s/subset=warc/", crawl);
+			String pathsFile = crawl + ".warc.paths.gz";
+
+			List<String> files = new ArrayList<>();
+			try (GZIPInputStream gzis = new GZIPInputStream(new FileInputStream(pathsFile));
+					BufferedReader reader = new BufferedReader(new InputStreamReader(gzis, StandardCharsets.UTF_8))) {
+				String line;
+				while ((line = reader.readLine()) != null) {
+					files.add(externalPrefix + line);
+				}
+			}
+			return files;
+		}
+
+		default:
+			throw new IllegalArgumentException("Unknown algorithm: " + algo);
+		}
+	}
+
+	private static List<String> getLocalParquetFiles(Path indexPath, String prefix, String crawl) throws IOException {
+		if (!Files.isDirectory(indexPath)) {
+			printIndexDownloadAdvice(prefix, crawl);
+			System.exit(1);
+		}
+
+		List<String> files = Files.list(indexPath).filter(p -> p.toString().endsWith(".parquet")).map(Path::toString)
+				.collect(Collectors.toList());
+
+		if (files.size() < 250) {
+			printIndexDownloadAdvice(prefix, crawl);
+			System.exit(1);
+		}
+
+		return files;
+	}
+
+	/**
+	 * Executes a query with retry logic.
+	 */
+	private static ResultSet executeWithRetry(Statement stmt, String sql) throws SQLException, InterruptedException {
+		int retriesLeft = MAX_RETRIES;
+
+		while (true) {
+			try {
+				return stmt.executeQuery(sql);
+			} catch (SQLException e) {
+				String message = e.getMessage();
+				if (message != null && (message.contains("HTTP") || message.contains("magic bytes"))) {
+					System.err.println("DuckDB exception seen: " + e.getMessage());
+					if (retriesLeft > 0) {
+						System.err.printf("Sleeping for %d seconds...%n", RETRY_SLEEP_MS / 1000);
+						Thread.sleep(RETRY_SLEEP_MS);
+						retriesLeft--;
+					} else {
+						throw e;
+					}
+				} else {
+					throw e;
+				}
+			}
+		}
+	}
+
+	public static void main(String[] args) {
+		String crawl = "CC-MAIN-2024-22";
+		Algorithm algo = Algorithm.CLOUDFRONT;
+
+		if (args.length > 0) {
+			if ("help".equalsIgnoreCase(args[0]) || "--help".equals(args[0]) || "-h".equals(args[0])) {
+				printUsage();
+				System.exit(0);
+			}
+			algo = Algorithm.fromString(args[0]);
+		} else {
+			System.out.println("Using algorithm: " + algo.getName());
+		}
+
+		try {
+			run(algo, crawl);
+		} catch (Exception e) {
+			System.err.println("Error: " + e.getMessage());
+			printUsage();
+			System.exit(1);
+		}
+	}
+
+	public static void run(Algorithm algo, String crawl) throws IOException, SQLException, InterruptedException {
+		// Ensure stdout uses UTF-8
+		PrintStream out = new PrintStream(System.out, true, StandardCharsets.UTF_8);
+
+		List<String> files = getFiles(algo, crawl);
+		String filesList = files.stream().map(f -> "'" + f + "'").collect(Collectors.joining(", "));
+
+		// Use in-memory DuckDB
+		try (Connection conn = DriverManager.getConnection("jdbc:duckdb:"); Statement stmt = conn.createStatement()) {
+
+			// Configure DuckDB
+			stmt.execute("SET enable_progress_bar = true");
+			stmt.execute("SET http_retries = 100");
+
+			// Create view from parquet files
+			String createViewSql = String.format("CREATE VIEW ccindex AS SELECT * FROM read_parquet([%s])", filesList);
+			stmt.execute(createViewSql);
+
+			// Count total records
+			out.printf("Total records for crawl: %s%n", crawl);
+			try (ResultSet rs = executeWithRetry(stmt, "SELECT COUNT(*) as cnt FROM ccindex")) {
+				if (rs.next()) {
+					out.println(rs.getLong("cnt"));
+				}
+			}
+
+			// Query for our specific row
+			String selectQuery = "" + "SELECT * FROM ccindex WHERE subset = 'warc' " + "AND crawl = 'CC-MAIN-2024-22' "
+					+ "AND url_host_tld = 'org' " + "AND url_host_registered_domain = 'wikipedia.org' "
+					+ "AND url = 'https://an.wikipedia.org/wiki/Escopete'";
+
+			out.println("Our one row:");
+			try (ResultSet rs = executeWithRetry(stmt, selectQuery)) {
+				printResultSet(rs, out);
+			}
+
+			// Write to local parquet
+			out.println("Writing our one row to a local parquet file, whirlwind.parquet");
+			stmt.execute(String.format("COPY (%s) TO 'whirlwind.parquet' (FORMAT PARQUET)", selectQuery));
+
+			// Verify local parquet
+			stmt.execute("CREATE VIEW cclocal AS SELECT * FROM read_parquet('whirlwind.parquet')");
+
+			out.println("Total records for local whirlwind.parquet should be 1:");
+			try (ResultSet rs = stmt.executeQuery("SELECT COUNT(*) as cnt FROM cclocal")) {
+				if (rs.next()) {
+					out.println(rs.getLong("cnt"));
+				}
+			}
+
+			String localQuery = selectQuery.replace("ccindex", "cclocal");
+			out.println("Our one row, locally:");
+			try (ResultSet rs = stmt.executeQuery(localQuery)) {
+				printResultSet(rs, out);
+			}
+
+			out.println("\nComplete row:");
+			try (ResultSet rs = stmt.executeQuery(localQuery)) {
+				printRowAsKvList(rs, out);
+			}
+
+			out.println("\nEquivalent to JWARC:");
+			try (ResultSet rs = stmt.executeQuery(localQuery)) {
+				printRowAsJWarc(rs, out);
+			}
+		}
+	}
+
+	/**
+	 * Prints a ResultSet in a simple table-like format.
+	 */
+	private static void printResultSet(ResultSet rs, PrintStream out) throws SQLException {
+		ResultSetMetaData metaData = rs.getMetaData();
+		int columnCount = metaData.getColumnCount();
+
+		// Print column headers
+		List<String> headers = new ArrayList<>();
+		for (int i = 1; i <= columnCount; i++) {
+			headers.add(metaData.getColumnName(i));
+		}
+		out.println(String.join(" | ", headers));
+		out.println("-".repeat(headers.stream().mapToInt(String::length).sum() + (headers.size() - 1) * 3));
+
+		// Print rows
+		while (rs.next()) {
+			List<String> values = new ArrayList<>();
+			for (int i = 1; i <= columnCount; i++) {
+				Object value = rs.getObject(i);
+				values.add(value == null ? "NULL" : value.toString());
+			}
+			out.println(String.join(" | ", values));
+		}
+	}
+
+	private static void printUsage() {
+		System.err.println("Usage: Duck [algorithm]");
+		System.err.println();
+		System.err.println("Query Common Crawl index using DuckDB.");
+		System.err.println();
+		System.err.println("Algorithms:");
+		System.err.println("  ccf_local_files  Use local parquet files from /home/cc-pds/commoncrawl/...");
+		System.err.println("  cloudfront       Use CloudFront URLs (requires <crawl>.warc.paths.gz file)");
+		System.err.println();
+		System.err.println("Options:");
+		System.err.println("  help, --help, -h  Show this help message");
+	}
 }

From 893788e3079f5e367c5227a786771e7822036170 Mon Sep 17 00:00:00 2001
From: Luca Foppiano <luca@foppiano.org>
Date: Mon, 12 Jan 2026 13:34:58 +0100
Subject: [PATCH 29/33] chore(docu): minor changes

---
 Makefile  |  4 ----
 README.md | 13 ++++++-------
 2 files changed, 6 insertions(+), 11 deletions(-)

diff --git a/Makefile b/Makefile
index d3903ac..1379a1c 100644
--- a/Makefile
+++ b/Makefile
@@ -40,10 +40,6 @@ CC-MAIN-2024-22.warc.paths.gz:
 	@echo "note that this file should be in the repo"
 	 aws s3 ls s3://commoncrawl/cc-index/table/cc-main/warc/crawl=CC-MAIN-2024-22/subset=warc/ | awk '{print $$4}' | gzip -9 > CC-MAIN-2024-22.warc.paths.gz
 
-# duck_local_files:
-# 	@echo "warning! 300 gigabyte download"
-# 	python duck.py local_files
-#
 duck_ccf_local_files: build
 	@echo "warning! only works on Common Crawl Foundadtion's development machine"
 	mvn -q exec:java -Dexec.mainClass=org.commoncrawl.whirlwind.Duck -Dexec.args"ccf_local_files"
diff --git a/README.md b/README.md
index a356999..5e93398 100644
--- a/README.md
+++ b/README.md
@@ -513,7 +513,7 @@ org,wikipedia,an)/wiki/escopete 20240518015810 {"url":"https://an.wikipedia.org/
 ```
 </details>
 
-The above command runs code in `duck.py`, which accesses the relevant part of the index for our crawl (CC-MAIN-2024-22) and then counts the number of records in that crawl (2709877975!). The code runs the SQL query we saw before which should match the single response record we want. 
+The above command runs code in `Duck.java`, which accesses the relevant part of the index for our crawl (CC-MAIN-2024-22) and then counts the number of records in that crawl (2709877975!). The code runs the SQL query we saw before which should match the single response record we want. 
 
 The program then writes that one record into a local Parquet file, does a second query that returns that one record, and shows the full contents of the record. We can see that the complete row contains many columns containing different information associated with our record. Finally, it converts the row to the CDXJ format we saw before. 
 
@@ -521,10 +521,9 @@ The program then writes that one record into a local Parquet file, does a second
 
 If you want to run many of these queries, and you have a lot of disk space, you'll want to download the 300 gigabyte index and query it repeatedly. Run
 
-```make duck_local_files```
-
-If the files aren't already downloaded, this command will give you
-download instructions.
+```shell
+aws s3 sync s3://commoncrawl/cc-index/table/cc-main/warc/crawl=CC-MAIN-2024-22/subset=warc/ .'
+```
 
 (**Bonus bonus:** If you happen to be using the Common Crawl Foundation development server, we've already downloaded these files, and you can run ```make duck_ccf_local_files```.)
 
@@ -534,12 +533,12 @@ All of these scripts run the same SQL query and should return the same record (w
 
 1. Use the DuckDb techniques from [Task 8](#task-8-query-using-the-columnar-index--duckdb-from-outside-aws) and the [Index Server](https://index.commoncrawl.org) to find a new webpage in the archives. 
 2. Note its url, warc, and timestamp. 
-3. Now open up the Makefile from [Task 6](#task-6-use-cdx_toolkit-to-query-the-full-cdx-index-and-download-those-captures-from-aws-s3) and look at the actions from the cdx_toolkit section.
+3. Now open up the Makefile from [Task 6](#task-6-query-the-full-cdx-index-and-download-those-captures-from-aws-s3) and look at the actions from the cdx_toolkit section.
 4. Repeat the cdx_toolkit steps, but for the page and date range you found above.
 
 ## Congratulations!
 
-You have completed the Whirlwind Tour of Common Crawl's Datasets using Python! You should now understand different filetypes we have in our corpus and how to interact with Common Crawl's datasets using Python. To see what other people have done with our data, see the  [Examples page](https://commoncrawl.org/examples) on our website. Why not join our Discord through the Community tab?
+You have completed the Whirlwind Tour of Common Crawl's Datasets using Java! You should now understand different filetypes we have in our corpus and how to interact with Common Crawl's datasets using Java. To see what other people have done with our data, see the  [Examples page](https://commoncrawl.org/examples) on our website. Why not join our Discord through the Community tab?
 
 
 ## Other datasets

From 04505f770611377c66d72275e92b271e4a9604e3 Mon Sep 17 00:00:00 2001
From: Luca Foppiano <luca@foppiano.org>
Date: Fri, 16 Jan 2026 18:42:55 +0100
Subject: [PATCH 30/33] fix: move stuff in data

---
 CC-MAIN-2024-22.warc.paths.gz | Bin 817 -> 0 bytes
 Makefile                      |   2 +-
 2 files changed, 1 insertion(+), 1 deletion(-)
 delete mode 100644 CC-MAIN-2024-22.warc.paths.gz

diff --git a/CC-MAIN-2024-22.warc.paths.gz b/CC-MAIN-2024-22.warc.paths.gz
deleted file mode 100644
index 0ff536d75299e54bb5edb342fa040d3a0743fadb..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 817
zcmb2|=3oE;Cg!C#4U0q!C0Z`d*}W!vxBI1@zT`b-D+_0~Tux@vI}rRWeC1~S>i6g6
z=WqXgzg)Wi_)XhmZ%g;r#8#fmy}vuJf4jT<_o+YsuJzZCx1V44r>?60-;bZKzka^`
zdw*>~{2lon@;m15h~HsfSpTr@w%v{R4f_-75B_WV%le!9oA?`jkU&!X(SKckMSp95
z3xBizM*K#w0N<PU2mWCr*uI%>*x&e<_f396J@aqr8}|?V0}FNj^?j3{R4@E{_Ko{T
z{;7R4-?$$vlvvOGJNm}`L;u9SZQroJ^{?)me2|d!#{I%riQOCabN|Lh+`e)D*gvyx
z+c)m-{hRwHKe=A|H&AHXzovhJU-}o+v;0+lA@BH~<Cpsd`{66J_=UXde~n-67wx<L
c1%ByYR4?*(*b4o>ZvT(rOnQ4egEs>M0E8vaod5s;

diff --git a/Makefile b/Makefile
index 2f0f14c..43d218b 100644
--- a/Makefile
+++ b/Makefile
@@ -42,7 +42,7 @@ CC-MAIN-2024-22.warc.paths.gz:
 
 duck_ccf_local_files: build
 	@echo "warning! only works on Common Crawl Foundation's development machine"
-	mvn -q exec:java -Dexec.mainClass=org.commoncrawl.whirlwind.Duck -Dexec.args"ccf_local_files"
+	mvn -q exec:java -Dexec.mainClass=org.commoncrawl.whirlwind.Duck -Dexec.args="ccf_local_files"
 
 duck_cloudfront: build
 	@echo "warning! this might take 1-10 minutes"

From e46fdd1ac86631b6fff2127034461f8a076e4874 Mon Sep 17 00:00:00 2001
From: Luca Foppiano <luca@foppiano.org>
Date: Mon, 19 Jan 2026 11:21:24 +0100
Subject: [PATCH 31/33] fix: path to the local paths file

---
 README.md                                         | 3 ++-
 src/main/java/org/commoncrawl/whirlwind/Duck.java | 2 +-
 2 files changed, 3 insertions(+), 2 deletions(-)

diff --git a/README.md b/README.md
index f30686a..a1d1ab3 100644
--- a/README.md
+++ b/README.md
@@ -796,7 +796,8 @@ If you want to run many of these queries, and you have a lot of disk space, you'
 aws s3 sync s3://commoncrawl/cc-index/table/cc-main/warc/crawl=CC-MAIN-2024-22/subset=warc/ .'
 ```
 
-(**Bonus bonus:** If you happen to be using the Common Crawl Foundation development server, we've already downloaded these files, and you can run ```make duck_ccf_local_files```.)
+> [!IMPORTANT]
+> If you happen to be using the Common Crawl Foundation development server, we've already downloaded these files, and you can run ```make duck_ccf_local_files```
 
 All of these scripts run the same SQL query and should return the same record (written as a parquet file).
 
diff --git a/src/main/java/org/commoncrawl/whirlwind/Duck.java b/src/main/java/org/commoncrawl/whirlwind/Duck.java
index c700286..4fc9fc7 100644
--- a/src/main/java/org/commoncrawl/whirlwind/Duck.java
+++ b/src/main/java/org/commoncrawl/whirlwind/Duck.java
@@ -124,7 +124,7 @@ public static List<String> getFiles(Algorithm algo, String crawl) throws IOExcep
 		case CLOUDFRONT: {
 			String externalPrefix = String
 					.format("https://data.commoncrawl.org/cc-index/table/cc-main/warc/crawl=%s/subset=warc/", crawl);
-			String pathsFile = crawl + ".warc.paths.gz";
+			String pathsFile = Paths.get("data", crawl + ".warc.paths.gz").toString();
 
 			List<String> files = new ArrayList<>();
 			try (GZIPInputStream gzis = new GZIPInputStream(new FileInputStream(pathsFile));

From cb80eea3f9b684603cd4f1162d90e8fb2f1d7ff7 Mon Sep 17 00:00:00 2001
From: Luca Foppiano <luca@foppiano.org>
Date: Mon, 19 Jan 2026 11:28:10 +0100
Subject: [PATCH 32/33] fix: place TEST-0000... under data

---
 Makefile | 10 +++++-----
 1 file changed, 5 insertions(+), 5 deletions(-)

diff --git a/Makefile b/Makefile
index 43d218b..9fc5a78 100644
--- a/Makefile
+++ b/Makefile
@@ -19,16 +19,16 @@ cdx_toolkit: jwarc.jar
 	curl 'https://index.commoncrawl.org/CC-MAIN-2024-22-index?url=an.wikipedia.org/wiki/Escopete&output=json&from=20240518015810&to=20240518015810'
 	@echo
 	@echo cleanup previous work
-	rm -f TEST-000000.extracted.warc.gz
+	rm -f data/TEST-000000.extracted.warc.gz
 	@echo retrieve the content from the commoncrawl data server
-	curl --request GET --url 'https://data.commoncrawl.org/crawl-data/CC-MAIN-2024-22/segments/1715971057216.39/warc/CC-MAIN-20240517233122-20240518023122-00000.warc.gz' --header 'Range: bytes=80610731-80628153' > TEST-000000.extracted.warc.gz
+	curl --request GET --url 'https://data.commoncrawl.org/crawl-data/CC-MAIN-2024-22/segments/1715971057216.39/warc/CC-MAIN-20240517233122-20240518023122-00000.warc.gz' --header 'Range: bytes=80610731-80628153' > data/TEST-000000.extracted.warc.gz
 	@echo
 	@echo index this new warc
-	java -jar jwarc.jar cdxj TEST-000000.extracted.warc.gz  > TEST-000000.extracted.warc.cdxj
-	cat TEST-000000.extracted.warc.cdxj
+	java -jar jwarc.jar cdxj data/TEST-000000.extracted.warc.gz  > data/TEST-000000.extracted.warc.cdxj
+	cat data/TEST-000000.extracted.warc.cdxj
 	@echo
 	@echo iterate this new warc
-	java -jar jwarc.jar ls TEST-000000.extracted.warc.gz
+	java -jar jwarc.jar ls data/TEST-000000.extracted.warc.gz
 	@echo
 
 download_collinfo:

From e37b73b58ca987cd81b0d1bd5ee4c746b537222f Mon Sep 17 00:00:00 2001
From: Luca Foppiano <luca@foppiano.org>
Date: Mon, 19 Jan 2026 11:31:03 +0100
Subject: [PATCH 33/33] fix: missing import

---
 src/main/java/org/commoncrawl/whirlwind/Duck.java | 1 +
 1 file changed, 1 insertion(+)

diff --git a/src/main/java/org/commoncrawl/whirlwind/Duck.java b/src/main/java/org/commoncrawl/whirlwind/Duck.java
index 4fc9fc7..82350ab 100644
--- a/src/main/java/org/commoncrawl/whirlwind/Duck.java
+++ b/src/main/java/org/commoncrawl/whirlwind/Duck.java
@@ -24,6 +24,7 @@
 import java.nio.charset.StandardCharsets;
 import java.nio.file.Files;
 import java.nio.file.Path;
+import java.nio.file.Paths;
 import java.sql.*;
 import java.time.format.DateTimeFormatter;
 import java.util.*;