3101b74580
This is a system-wide change. The index used to have a lexicon, mapping words to wordIds using a large in-memory hash table. This made index-construction easier, but it also added a fairly significant RAM penalty to both the index service and the loader. The new design moves to 64 bit word identifiers calculated using the murmur hash of the keyword, and an index construction based on merging smaller indices. It also became necessary half-way through to upgrade guice as its error reporting wasn't *quite* compatible with JDK20. |
||
---|---|---|
.. | ||
converting-process | ||
crawling-process | ||
index-constructor-process | ||
loading-process | ||
test-data | ||
readme.md |
Processes
1. Crawl Process
The crawling-process fetches website contents and saves them as compressed JSON models described in crawling-model.
The operation is specified by a crawl job specification. This is generated by tools/crawl-job-extractor based on the content in the database.
2. Converting Process
The converting-process reads crawl data from the crawling step and processes them, extracting keywords and metadata and saves them as compressed JSON models described in converting-model.
3. Loading Process
The loading-process reads the processed data and creates an index journal and lexicon, and loads domains and addresses into the MariaDB-database.
Overview
Schematically the crawling and loading process looks like this:
//====================\\
|| Compressed JSON: || Specifications
|| ID, Domain, Urls[] || File
|| ID, Domain, Urls[] ||
|| ID, Domain, Urls[] ||
|| ... ||
\\====================//
|
+-----------+
| CRAWLING | Fetch each URL and
| STEP | output to file
+-----------+
|
//========================\\
|| Compressed JSON: || Crawl
|| Status, HTML[], ... || Files
|| Status, HTML[], ... ||
|| Status, HTML[], ... ||
|| ... ||
\\========================//
|
+------------+
| CONVERTING | Analyze HTML and
| STEP | extract keywords
+------------+ features, links, URLs
|
//==================\\
|| Compressed JSON: || Processed
|| URLs[] || Files
|| Domains[] ||
|| Links[] ||
|| Keywords[] ||
|| ... ||
|| URLs[] ||
|| Domains[] ||
|| Links[] ||
|| Keywords[] ||
|| ... ||
\\==================//
|
+------------+
| LOADING | Insert URLs in DB
| STEP | Insert keywords in Index
+------------+