feat(corp/russian/data-import): new OpenCorpora data import tool

Adds the beginning of a tool which can import OpenCorpora data into a
SQLite database. This is quite a lot of toil and there's probably a
better way to do this, but overall becoming this intimately familiar
with the data structures is quite helpful for understanding what I
can/can't do with only this dataset.

Change-Id: Ieab33a8ce07ea4ac87917b9c8132226bbc6523b1
Reviewed-on: https://cl.tvl.fyi/c/depot/+/7859
Reviewed-by: tazjin <tazjin@tvl.su>
Tested-by: BuildkiteCI
This commit is contained in:
Vincent Ambo 2023-01-18 00:36:41 +03:00 committed by tazjin
parent 032ab16bbb
commit ee7616d956
6 changed files with 829 additions and 0 deletions

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corp/russian/data-import/.gitignore vendored Normal file
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target/
all_events.txt

384
corp/russian/data-import/Cargo.lock generated Normal file
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[package]
name = "data-import"
version = "0.1.0"
edition = "2021"
# See more keys and their definitions at https://doc.rust-lang.org/cargo/reference/manifest.html
[dependencies]
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rusqlite = "0.28"
xml-rs = "0.8"
[profile.release-with-debug]
inherits = "release"
debug = true

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{ depot, pkgs, ... }:
let
buildInputs = with pkgs; [
sqlite
pkg-config
];
# mirrored input data from OpenCorpora, as of 2023-01-17.
#
# This data is licensed under CC-BY-SA.
inputDataArchive = pkgs.fetchurl {
name = "dict.opcorpora.xml.bz";
url = "https://tazj.in/blobs/dict.opcorpora.xml.bz2";
sha256 = "04n5g43fkfc93z6xlwf2qfdrfdfl562pc2ivdb3cbbbsy56gkqg6";
};
inputData = pkgs.runCommand "dict.opcorpora.xml" { } ''
${pkgs.bzip2}/bin/bunzip2 -k -c ${inputDataArchive} > $out
'';
# development shell with native deps
shell = pkgs.mkShell {
inherit buildInputs;
# make OPENCORPORA_DATA available in the environment
OPENCORPORA_DATA = inputData;
};
in
depot.third_party.naersk.buildPackage {
src = depot.third_party.gitignoreSource ./.;
inherit buildInputs;
passthru = {
inherit shell;
};
}

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//! This program imports Russian language data from OpenCorpora
//! ("Открытый корпус") into a SQLite database that can be used for
//! [//corp/russian][corp-russian] projects.
//!
//! [corp-russian]: https://at.tvl.fyi/?q=%2F%2Fcorp%2Frussian
//!
//! Ideally, running this on an OpenCorpora dump should yield a fully
//! functional SQLite database compatible with all other tools
//! consuming it.
//!
//! ## OpenCorpora format
//!
//! The format used is partially documented on the [OpenCorpora
//! website][format-docs]. This seems to be a slightly outdated
//! format, however, hence some information about what the format
//! seems to be today.
//!
//! [format-docs]: http://opencorpora.org/?page=export
//!
//! The format is an XML file, which has several categories of data,
//! each with their own schema:
//!
//! * `grammemes`: These define units of grammar. They're *likely* pretty
//! static, and we'll *likely* want to map them into a custom set of
//! (simpler) categories.
//!
//! They form some kind of internal hierarchy, where some of them have a
//! `parent` attribute set to some other grammemes `name`.
//!
//! There's a ridiculous number of these.
//!
//! * `restrictions`: Unclear, not documented on the page. They describe
//! something about the relationship between grammemes.
//!
//! * `lemmata`: this lists the actual lemmas, as well as all their
//! included morphological variants
//!
//! Each lemma has an `id` attribute uniquely identifying its dictionary
//! form, as well as a number of sub-elements:
//!
//! * the `l` attribute contains the lemma itself
//! * the `f` attributes contain morphological variations
//!
//! Each of these sub elements again contains a number of `g` elements,
//! which refer to the IDs of grammems in their `v` attributes.
//!
//! * `<link_types>` These list possible "relationships between lemmas",
//! basically just assigning them IDs and names. There's only 27 of
//! these.
//!
//! * `<links>`: Using the types defined above, this establishes links
//! between lemmas that have some kind of relationship.
//!
//! For example, a relationship `cardinal/ordinal` might be established
//! between the lemmas "два" and "второй".
use log::{error, info};
use std::env;
use std::fmt::Display;
use std::fs::File;
use std::io::{BufReader, BufWriter, Write};
mod oc_parser;
fn main() {
env_logger::builder()
.filter_level(log::LevelFilter::Info)
.init();
let input_path = env::args()
.skip(1)
.next()
.ensure("must specify the input filename as the only argument");
info!("reading from {input_path}");
let input_file = File::open(input_path).ensure("failed to open input file");
let mut parser = oc_parser::OpenCorporaParser::new(BufReader::new(input_file));
let mut out = BufWriter::new(std::io::stdout().lock());
while let Some(elem) = parser.next_element() {
match elem {
oc_parser::OcElement::Grammeme(g) => {
writeln!(out, "{:?}", g).ensure("writing element failed")
}
oc_parser::OcElement::Lemma(_) => continue,
}
}
out.flush().ensure("flushing the out buffer failed");
}
/// It's like `expect`, but through `log::error`.
trait Ensure<T> {
fn ensure<S: Into<String>>(self, msg: S) -> T;
}
impl<T, E: Display> Ensure<T> for Result<T, E> {
fn ensure<S: Into<String>>(self, msg: S) -> T {
match self {
Ok(x) => x,
Err(err) => {
error!("{}: {}", msg.into(), err);
std::process::exit(1);
}
}
}
}
impl<T> Ensure<T> for Option<T> {
fn ensure<S: Into<String>>(self, msg: S) -> T {
match self {
Some(x) => x,
None => {
error!("{}", msg.into());
std::process::exit(1);
}
}
}
}
fn bail<S: Into<String>>(msg: S) -> ! {
error!("{}", msg.into());
std::process::exit(1);
}

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use super::{bail, Ensure};
use log::info;
use xml::attribute::OwnedAttribute;
use xml::name::OwnedName;
use xml::reader::XmlEvent;
use xml::EventReader;
#[derive(Default, Debug)]
pub struct Grammeme {
parent: Option<String>,
name: String,
alias: String,
description: String,
}
#[derive(Debug)]
pub struct Lemma {}
#[derive(Debug)]
pub enum OcElement {
Grammeme(Grammeme),
Lemma(Lemma),
}
#[derive(Debug, PartialEq)]
enum ParserState {
/// Parser is not parsing any particular section and waiting for a
/// start tag instead.
Init,
/// Parser is parsing grammemes.
Grammemes,
/// Parser is parsing lemmata.
Lemmata,
/// Parser has seen the end of the line and nothing more is
/// available.
Ended,
}
pub struct OpenCorporaParser<R: std::io::Read> {
reader: EventReader<R>,
state: ParserState,
}
#[derive(PartialEq)]
enum SectionState {
/// Actively interested in parsing this section.
Active,
/// Section is known, but currently ignored.
Inactive,
/// Section is unknown (probably a bug).
Unknown,
}
fn section_state(section: &str) -> SectionState {
match section {
"grammemes" | "lemmata" => SectionState::Active,
"restrictions" | "link_types" | "links" => SectionState::Inactive,
_ => SectionState::Unknown,
}
}
impl<R: std::io::Read> OpenCorporaParser<R> {
pub fn new(reader: R) -> Self {
let config = xml::ParserConfig::new().trim_whitespace(true);
let reader = EventReader::new_with_config(reader, config);
Self {
reader,
state: ParserState::Init,
}
}
/// Pull an `OcElement` out of the parser. Returns `None` if the
/// parser stream has ended.
pub fn next_element(&mut self) -> Option<OcElement> {
if self.state == ParserState::Ended {
return None;
}
// Pull the next element to determine what context to enter
// next.
loop {
match &self.next() {
// no-op events that do not affect parser state
XmlEvent::Comment(_)
| XmlEvent::Whitespace(_)
| XmlEvent::ProcessingInstruction { .. }
| XmlEvent::StartDocument { .. } => continue,
XmlEvent::StartElement { name, .. } | XmlEvent::EndElement { name }
if name.local_name == "dictionary" =>
{
continue
}
// end of the file, nothing more to return
XmlEvent::EndDocument => {
self.state = ParserState::Ended;
return None;
}
// some sections are skipped
XmlEvent::StartElement { name, .. } | XmlEvent::EndElement { name }
if section_state(&name.local_name) == SectionState::Inactive =>
{
info!("skipping {} section", name.local_name);
self.skip_section(&name.local_name);
}
// active section events start specific parser states ...
XmlEvent::StartElement { name, .. }
if section_state(&name.local_name) == SectionState::Active =>
{
self.state = match name.local_name.as_str() {
"grammemes" => ParserState::Grammemes,
"lemmata" => ParserState::Lemmata,
_ => unreachable!(),
};
}
// ... or end them
XmlEvent::EndElement { name, .. }
if section_state(&name.local_name) == SectionState::Active =>
{
// TODO: assert that the right section ended
self.state = ParserState::Init;
}
// actual beginning of an actual element, dispatch accordingly
event @ XmlEvent::StartElement {
name, attributes, ..
} => match self.state {
ParserState::Grammemes => {
return Some(OcElement::Grammeme(self.parse_grammeme(name, attributes)))
}
ParserState::Lemmata => {
return Some(OcElement::Lemma(self.parse_lemma(name, attributes)))
}
ParserState::Init | ParserState::Ended => bail(format!(
"parser received an unexpected start element while in state {:?}: {:?}",
self.state, event
)),
},
// finally, events that indicate a bug if they're
// encountered here
event @ XmlEvent::EndElement { .. }
| event @ XmlEvent::CData(_)
| event @ XmlEvent::Characters(_) => {
bail(format!("unexpected XML event: {:?}", event))
}
}
}
}
/// Skip a section by advancing the parser state until we see an
/// end element for the skipped section.
fn skip_section(&mut self, section: &str) {
loop {
match self.next() {
XmlEvent::EndElement { name } if name.local_name == section => return,
_ => continue,
}
}
}
fn next(&mut self) -> XmlEvent {
self.reader.next().ensure("XML parsing failed")
}
/// Parse a tag that should have plain string content.
fn parse_string(&mut self, tag_name: &str) -> String {
let mut out = String::new();
loop {
match self.next() {
// ignore irrelevant things
XmlEvent::Comment(_) | XmlEvent::Whitespace(_) => continue,
// set the content
XmlEvent::Characters(content) => {
out = content;
}
// expect the end of the element
XmlEvent::EndElement { name } if name.local_name == tag_name => return out,
// fail on everything unexpected
event => bail(format!(
"unexpected element while parsing <{}>: {:?}",
tag_name, event
)),
}
}
}
fn parse_grammeme(&mut self, name: &OwnedName, attributes: &[OwnedAttribute]) -> Grammeme {
if name.local_name != "grammeme" {
bail(format!(
"expected to parse a grammeme, but found <{}>",
name.local_name
));
}
let mut grammeme = Grammeme::default();
for attr in attributes {
if attr.name.local_name == "parent" && !attr.value.is_empty() {
grammeme.parent = Some(attr.value.clone());
}
}
loop {
match self.next() {
// ignore irrelevant things
XmlEvent::Comment(_) | XmlEvent::Whitespace(_) => continue,
// expect known tags
XmlEvent::StartElement { name, .. } if name.local_name == "name" => {
grammeme.name = self.parse_string("name");
}
XmlEvent::StartElement { name, .. } if name.local_name == "alias" => {
grammeme.alias = self.parse_string("alias");
}
XmlEvent::StartElement { name, .. } if name.local_name == "description" => {
grammeme.description = self.parse_string("description");
}
// handle end of the grammeme
XmlEvent::EndElement { name } if name.local_name == "grammeme" => break,
// fail on everything unexpected
event => bail(format!(
"unexpected element while parsing <grammeme>: {:?}",
event
)),
}
}
grammeme
}
fn parse_lemma(&mut self, name: &OwnedName, _attributes: &[OwnedAttribute]) -> Lemma {
if name.local_name != "lemma" {
bail(format!(
"expected to parse a lemma, but found <{}>",
name.local_name
));
}
self.skip_section("lemma");
Lemma {}
}
}