Configuration mechanism and custom-size context

This commit is contained in:
Natty 2024-03-30 16:48:28 +01:00
parent 4723385751
commit 4d784eeb16
Signed by: natty
GPG Key ID: BF6CB659ADEE60EC
4 changed files with 670 additions and 131 deletions

4
.gitignore vendored
View File

@ -1,4 +1,4 @@
/target /target
state.msg /state*.msg
.env .env
/config*.toml

385
Cargo.lock generated
View File

@ -71,6 +71,54 @@ dependencies = [
"libc", "libc",
] ]
[[package]]
name = "anstream"
version = "0.6.13"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "d96bd03f33fe50a863e394ee9718a706f988b9079b20c3784fb726e7678b62fb"
dependencies = [
"anstyle",
"anstyle-parse",
"anstyle-query",
"anstyle-wincon",
"colorchoice",
"utf8parse",
]
[[package]]
name = "anstyle"
version = "1.0.6"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "8901269c6307e8d93993578286ac0edf7f195079ffff5ebdeea6a59ffb7e36bc"
[[package]]
name = "anstyle-parse"
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source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "c75ac65da39e5fe5ab759307499ddad880d724eed2f6ce5b5e8a26f4f387928c"
dependencies = [
"utf8parse",
]
[[package]]
name = "anstyle-query"
version = "1.0.2"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "e28923312444cdd728e4738b3f9c9cac739500909bb3d3c94b43551b16517648"
dependencies = [
"windows-sys 0.52.0",
]
[[package]]
name = "anstyle-wincon"
version = "3.0.2"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "1cd54b81ec8d6180e24654d0b371ad22fc3dd083b6ff8ba325b72e00c87660a7"
dependencies = [
"anstyle",
"windows-sys 0.52.0",
]
[[package]] [[package]]
name = "approx" name = "approx"
version = "0.3.2" version = "0.3.2"
@ -80,6 +128,12 @@ dependencies = [
"num-traits", "num-traits",
] ]
[[package]]
name = "arrayvec"
version = "0.7.4"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "96d30a06541fbafbc7f82ed10c06164cfbd2c401138f6addd8404629c4b16711"
[[package]] [[package]]
name = "atoi" name = "atoi"
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@ -191,6 +245,52 @@ dependencies = [
"windows-targets 0.52.4", "windows-targets 0.52.4",
] ]
[[package]]
name = "clap"
version = "4.5.4"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "90bc066a67923782aa8515dbaea16946c5bcc5addbd668bb80af688e53e548a0"
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"clap_derive",
]
[[package]]
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source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "ae129e2e766ae0ec03484e609954119f123cc1fe650337e155d03b022f24f7b4"
dependencies = [
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"clap_lex",
"strsim",
]
[[package]]
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source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "528131438037fd55894f62d6e9f068b8f45ac57ffa77517819645d10aed04f64"
dependencies = [
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"proc-macro2",
"quote",
"syn 2.0.55",
]
[[package]]
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source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "98cc8fbded0c607b7ba9dd60cd98df59af97e84d24e49c8557331cfc26d301ce"
[[package]]
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[[package]] [[package]]
name = "console" name = "console"
version = "0.15.8" version = "0.15.8"
@ -607,6 +707,12 @@ dependencies = [
"unicode-segmentation", "unicode-segmentation",
] ]
[[package]]
name = "heck"
version = "0.5.0"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "2304e00983f87ffb38b55b444b5e3b60a884b5d30c0fca7d82fe33449bbe55ea"
[[package]] [[package]]
name = "hermit-abi" name = "hermit-abi"
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@ -797,6 +903,7 @@ dependencies = [
"number_prefix", "number_prefix",
"portable-atomic", "portable-atomic",
"unicode-width", "unicode-width",
"vt100",
] ]
[[package]] [[package]]
@ -897,18 +1004,36 @@ name = "mag-markov"
version = "0.1.0" version = "0.1.0"
dependencies = [ dependencies = [
"chrono", "chrono",
"clap",
"dotenvy", "dotenvy",
"futures", "futures",
"indicatif", "indicatif",
"itertools",
"qp-trie",
"rand", "rand",
"regex", "regex",
"reqwest", "reqwest",
"rmp-serde", "rmp-serde",
"serde", "serde",
"serde_json", "serde_json",
"smallvec",
"sprs", "sprs",
"sqlx", "sqlx",
"tokio", "tokio",
"toml",
"tracing",
"tracing-indicatif",
"tracing-subscriber",
"unicode-segmentation",
]
[[package]]
name = "matchers"
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source = "registry+https://github.com/rust-lang/crates.io-index"
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dependencies = [
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] ]
[[package]] [[package]]
@ -1000,6 +1125,12 @@ dependencies = [
"rawpointer", "rawpointer",
] ]
[[package]]
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source = "registry+https://github.com/rust-lang/crates.io-index"
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[[package]] [[package]]
name = "nom" name = "nom"
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@ -1010,6 +1141,16 @@ dependencies = [
"minimal-lexical", "minimal-lexical",
] ]
[[package]]
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source = "registry+https://github.com/rust-lang/crates.io-index"
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[[package]] [[package]]
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@ -1151,6 +1292,12 @@ dependencies = [
"vcpkg", "vcpkg",
] ]
[[package]]
name = "overload"
version = "0.1.1"
source = "registry+https://github.com/rust-lang/crates.io-index"
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[[package]] [[package]]
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@ -1275,6 +1422,17 @@ dependencies = [
"unicode-ident", "unicode-ident",
] ]
[[package]]
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source = "registry+https://github.com/rust-lang/crates.io-index"
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]
[[package]] [[package]]
name = "quote" name = "quote"
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@ -1357,8 +1515,17 @@ checksum = "c117dbdfde9c8308975b6a18d71f3f385c89461f7b3fb054288ecf2a2058ba4c"
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[[package]]
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[[package]] [[package]]
@ -1369,9 +1536,15 @@ checksum = "86b83b8b9847f9bf95ef68afb0b8e6cdb80f498442f5179a29fad448fcc1eaea"
dependencies = [ dependencies = [
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[[package]]
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[[package]] [[package]]
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@ -1565,6 +1738,15 @@ dependencies = [
"serde", "serde",
] ]
[[package]]
name = "serde_spanned"
version = "0.6.5"
source = "registry+https://github.com/rust-lang/crates.io-index"
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dependencies = [
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]
[[package]] [[package]]
name = "serde_urlencoded" name = "serde_urlencoded"
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@ -1599,6 +1781,15 @@ dependencies = [
"digest", "digest",
] ]
[[package]]
name = "sharded-slab"
version = "0.1.7"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "f40ca3c46823713e0d4209592e8d6e826aa57e928f09752619fc696c499637f6"
dependencies = [
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]
[[package]] [[package]]
name = "signal-hook-registry" name = "signal-hook-registry"
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@ -1632,6 +1823,9 @@ name = "smallvec"
version = "1.13.2" version = "1.13.2"
source = "registry+https://github.com/rust-lang/crates.io-index" source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "3c5e1a9a646d36c3599cd173a41282daf47c44583ad367b8e6837255952e5c67" checksum = "3c5e1a9a646d36c3599cd173a41282daf47c44583ad367b8e6837255952e5c67"
dependencies = [
"serde",
]
[[package]] [[package]]
name = "socket2" name = "socket2"
@ -1769,7 +1963,7 @@ checksum = "5833ef53aaa16d860e92123292f1f6a3d53c34ba8b1969f152ef1a7bb803f3c8"
dependencies = [ dependencies = [
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"heck", "heck 0.4.1",
"hex", "hex",
"once_cell", "once_cell",
"proc-macro2", "proc-macro2",
@ -1904,6 +2098,12 @@ dependencies = [
"unicode-normalization", "unicode-normalization",
] ]
[[package]]
name = "strsim"
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source = "registry+https://github.com/rust-lang/crates.io-index"
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[[package]] [[package]]
name = "subtle" name = "subtle"
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@ -1991,6 +2191,16 @@ dependencies = [
"syn 2.0.55", "syn 2.0.55",
] ]
[[package]]
name = "thread_local"
version = "1.1.8"
source = "registry+https://github.com/rust-lang/crates.io-index"
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]
[[package]] [[package]]
name = "tinyvec" name = "tinyvec"
version = "1.6.0" version = "1.6.0"
@ -2071,6 +2281,40 @@ dependencies = [
"tracing", "tracing",
] ]
[[package]]
name = "toml"
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source = "registry+https://github.com/rust-lang/crates.io-index"
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@ -2129,6 +2373,48 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
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"tracing-log",
] ]
[[package]] [[package]]
@ -2182,6 +2468,15 @@ version = "0.1.1"
source = "registry+https://github.com/rust-lang/crates.io-index" source = "registry+https://github.com/rust-lang/crates.io-index"
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]
[[package]] [[package]]
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@ -2199,6 +2494,18 @@ version = "2.1.3"
source = "registry+https://github.com/rust-lang/crates.io-index" source = "registry+https://github.com/rust-lang/crates.io-index"
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[[package]] [[package]]
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@ -2211,6 +2518,45 @@ version = "0.9.4"
source = "registry+https://github.com/rust-lang/crates.io-index" source = "registry+https://github.com/rust-lang/crates.io-index"
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[[package]] [[package]]
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@ -2318,6 +2664,28 @@ dependencies = [
"wasite", "wasite",
] ]
[[package]]
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[[package]] [[package]]
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@ -2459,6 +2827,15 @@ version = "0.52.4"
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View File

@ -5,15 +5,24 @@ edition = "2021"
[dependencies] [dependencies]
chrono = { version = "0.4", features = ["serde"] } chrono = { version = "0.4", features = ["serde"] }
clap = { version = "4.5", features = ["derive"] }
dotenvy = "0.15" dotenvy = "0.15"
futures = "0.3" futures = "0.3"
indicatif = { version = "0.17", features = ["futures"] } indicatif = { version = "0.17", features = ["futures"] }
itertools = "0.12"
qp-trie = { version = "0.8", features = ["serde"] }
rand = "0.8"
regex = "1.10"
reqwest = { version = "0.12", features = ["json"] }
rmp-serde = "1.1"
serde_json = "1"
toml = "0.8"
serde = { version = "1", features = ["derive"] }
smallvec = { version = "1.13", features = ["serde"] }
sprs = { version = "0.11", features = ["serde"] } sprs = { version = "0.11", features = ["serde"] }
sqlx = { version = "0.7", features = ["runtime-tokio", "postgres", "chrono"] } sqlx = { version = "0.7", features = ["runtime-tokio", "postgres", "chrono"] }
rand = "0.8"
reqwest = { version = "0.12", features = ["json"] }
regex = "1.10"
serde_json = "1"
serde = { version = "1", features = ["derive"] }
rmp-serde = "1.1"
tokio = { version = "1.36", features = ["full"] } tokio = { version = "1.36", features = ["full"] }
tracing = "0.1"
tracing-indicatif = "0.3"
tracing-subscriber = { version = "0.3", features = ["env-filter"] }
unicode-segmentation = "1.11"

View File

@ -1,15 +1,25 @@
use std::{collections::HashMap, fs::File, path::Path, time::Duration}; use std::{
collections::{HashMap, VecDeque},
fs::File,
io::Write,
path::Path,
time::Duration,
};
use chrono::{DateTime, TimeZone, Utc}; use chrono::{DateTime, TimeZone, Utc};
use clap::Parser;
use futures::TryStreamExt; use futures::TryStreamExt;
use indicatif::ProgressBar; use indicatif::ProgressBar;
use qp_trie::Trie;
use rand::distributions::{Distribution, WeightedIndex}; use rand::distributions::{Distribution, WeightedIndex};
use regex::Regex; use regex::Regex;
use reqwest::{header, ClientBuilder}; use reqwest::{header, ClientBuilder};
use serde::{Deserialize, Serialize}; use serde::{Deserialize, Serialize};
use serde_json::Value; use smallvec::SmallVec;
use sprs::{CsMat, TriMat};
use sqlx::postgres::PgPoolOptions; use sqlx::postgres::PgPoolOptions;
use tracing::{debug, error, info, level_filters::LevelFilter};
use tracing_indicatif::IndicatifLayer;
use tracing_subscriber::{layer::SubscriberExt, util::SubscriberInitExt, EnvFilter};
#[derive(Clone, Copy, Debug, Hash, PartialEq, Eq, PartialOrd, Ord)] #[derive(Clone, Copy, Debug, Hash, PartialEq, Eq, PartialOrd, Ord)]
enum MarkovItem { enum MarkovItem {
@ -19,71 +29,152 @@ enum MarkovItem {
} }
impl MarkovItem { impl MarkovItem {
fn index(self) -> usize { fn index(self) -> u32 {
match self { match self {
MarkovItem::Start => 0, MarkovItem::Start => 0,
MarkovItem::Stop => 1, MarkovItem::Stop => 1,
MarkovItem::Token(idx) => idx as usize + 2, MarkovItem::Token(idx) => idx + 2,
} }
} }
fn required_matrix_size(items: u32) -> usize { fn from_u32(ind: u32) -> Self {
items as usize + 2
}
fn from_usize(ind: usize) -> Self {
match ind { match ind {
0 => MarkovItem::Start, 0 => MarkovItem::Start,
1 => MarkovItem::Stop, 1 => MarkovItem::Stop,
x => MarkovItem::Token(x.checked_sub(2).unwrap() as u32), x => MarkovItem::Token(x.checked_sub(2).unwrap()),
} }
} }
} }
const CONTEXT_SIZE_MAX: usize = 5;
const CONTEXT_SIZE_BYTES: usize = CONTEXT_SIZE_MAX * std::mem::size_of::<u32>();
type PrefixBytes = SmallVec<[u8; CONTEXT_SIZE_BYTES]>;
trait IntoBytes {
fn into_bytes(self) -> PrefixBytes;
}
impl<'a> IntoBytes for &'a [MarkovItem] {
fn into_bytes(self) -> PrefixBytes {
self.iter()
.copied()
.map(MarkovItem::index)
.flat_map(u32::to_be_bytes)
.collect::<PrefixBytes>()
}
}
#[derive(Debug, Default)]
struct Tokenizer {}
impl Tokenizer {
fn tokenize<'a>(&self, input: &'a str) -> impl Iterator<Item = &'a str> {
input.split_whitespace()
}
}
#[derive(Debug, Serialize, Deserialize)] #[derive(Debug, Serialize, Deserialize)]
struct State { struct State {
matrix: CsMat<u32>, model: Trie<PrefixBytes, f32>,
mappings: HashMap<u32, String>, mappings: HashMap<u32, String>,
reverse_mappings: HashMap<String, u32>, reverse_mappings: HashMap<String, u32>,
fetched_up_to: Option<DateTime<Utc>>, fetched_up_to: Option<DateTime<Utc>>,
} }
impl State { #[derive(Debug)]
fn new() -> Self { struct Model<'a> {
let mut tri_mat = TriMat::new((2, 2)); state: State,
tri_mat.add_triplet(MarkovItem::Start.index(), MarkovItem::Stop.index(), 1); config: &'a Config,
tokenizer: Tokenizer,
}
State { impl<'a> Model<'a> {
matrix: tri_mat.to_csr(), fn new(config: &'a Config) -> Self {
mappings: HashMap::new(), let mut model = Trie::new();
reverse_mappings: HashMap::new(), model.insert(
fetched_up_to: None, [MarkovItem::Start, MarkovItem::Stop].as_ref().into_bytes(),
1.0,
);
Self::from_existing(
config,
State {
model,
mappings: HashMap::new(),
reverse_mappings: HashMap::new(),
fetched_up_to: None,
},
)
}
fn from_existing(config: &'a Config, state: State) -> Self {
Self {
state,
config,
tokenizer: Default::default(),
} }
} }
#[tracing::instrument]
fn generate(&self) -> String { fn generate(&self) -> String {
let mut rand = rand::thread_rng(); let mut rand = rand::thread_rng();
let mut attempts = 0; let mut attempts = 0;
loop { loop {
let mut idx = MarkovItem::Start; let mut current = MarkovItem::Start;
let mut tokens = Vec::new(); let mut tokens = Vec::new();
let mut history = VecDeque::new();
history.push_front(current);
loop { loop {
if matches!(idx, MarkovItem::Stop) { while history.len() > self.config.history_len() {
history.pop_front();
}
if matches!(current, MarkovItem::Stop) {
break; break;
} }
let weights = WeightedIndex::new( let mut options = HashMap::<u32, f32>::new();
(0..self.matrix.cols()) let prefix = history.make_contiguous().as_ref().into_bytes();
.map(|j| self.matrix.get(idx.index(), j).copied().unwrap_or_default()), let mut prefix_slice = prefix.as_ref();
)
.expect("Weighted index failed to create");
idx = MarkovItem::from_usize(weights.sample(&mut rand)); while !prefix_slice.is_empty() {
let item_size = std::mem::size_of::<u32>();
let prefix_len_bytes = prefix_slice.len();
let prefix_len_tokens = prefix_len_bytes / item_size;
let prefixes = self
.state
.model
.iter_prefix(prefix_slice)
.filter(|(k, _)| k.len() >= prefix_len_bytes + item_size);
if let MarkovItem::Token(ti) = idx { for (p, t) in prefixes {
let value = options
.entry(u32::from_be_bytes(
p[prefix_len_bytes..][..item_size].try_into().unwrap(),
))
.or_insert(0f32);
*value += t * self.config.context_weights[prefix_len_tokens];
}
prefix_slice = &prefix_slice[item_size..];
}
let entries = options.into_iter().collect::<Vec<_>>();
let weights = WeightedIndex::new(entries.iter().map(|v| v.1))
.expect("Weighted index failed to create");
current = MarkovItem::from_u32(entries[weights.sample(&mut rand)].0);
history.push_back(current);
if let MarkovItem::Token(ti) = current {
tokens.push( tokens.push(
self.mappings self.state
.mappings
.get(&ti) .get(&ti)
.expect("Item should be present in the mappings map") .expect("Item should be present in the mappings map")
.clone(), .clone(),
@ -91,7 +182,9 @@ impl State {
} }
} }
if (tokens.is_empty() || tokens.join(" ").trim().is_empty()) && attempts < 10 { if (tokens.is_empty() || tokens.join("").trim().is_empty())
&& attempts < self.config.attempts
{
attempts += 1; attempts += 1;
continue; continue;
} }
@ -100,49 +193,36 @@ impl State {
} }
} }
fn insert(&mut self, (tok1, tok2): (Option<&str>, Option<&str>)) { fn insert(&mut self, items: &[MarkovItem]) {
let item1 = match tok1 { let mut item_value = 100.0;
None => MarkovItem::Start,
Some(t) => match self.reverse_mappings.get(t) {
Some(i) => MarkovItem::Token(*i),
None => {
let new_idx = self.reverse_mappings.len() as u32;
self.reverse_mappings.insert(t.to_owned(), new_idx);
self.mappings.insert(new_idx, t.to_owned());
MarkovItem::Token(new_idx) if matches!(items[0], MarkovItem::Start)
} && matches!(items[1], MarkovItem::Token(t) if self.state.mappings.get(&t).is_some_and(|t| t.starts_with('@')))
}, {
}; item_value *= 1.0 - self.config.mention_penalty;
let item2 = match tok2 {
None => MarkovItem::Stop,
Some(t) => match self.reverse_mappings.get(t) {
Some(i) => MarkovItem::Token(*i),
None => {
let new_idx = self.reverse_mappings.len() as u32;
self.reverse_mappings.insert(t.to_owned(), new_idx);
self.mappings.insert(new_idx, t.to_owned());
MarkovItem::Token(new_idx)
}
},
};
let mut item_value = 10;
if matches!(item1, MarkovItem::Start) && matches!(tok2, Some(val) if val.starts_with('@')) {
item_value /= 3;
} }
if tok2.is_none() { if matches!(items.last(), Some(MarkovItem::Stop)) {
item_value -= 2; item_value *= self.config.stop_word_modifier;
} }
if let Some(item) = self.matrix.get_mut(item1.index(), item2.index()) { if let Some(item) = self.state.model.get_mut(&items.into_bytes()) {
*item += item_value; *item += item_value;
} else { } else {
self.matrix.insert(item1.index(), item2.index(), item_value) self.state.model.insert(items.into_bytes(), item_value);
}
}
fn convert_token(&mut self, tok: &str) -> MarkovItem {
match self.state.reverse_mappings.get(tok) {
Some(i) => MarkovItem::Token(*i),
None => {
let new_idx = self.state.reverse_mappings.len() as u32;
self.state.reverse_mappings.insert(tok.to_owned(), new_idx);
self.state.mappings.insert(new_idx, tok.to_owned());
MarkovItem::Token(new_idx)
}
} }
} }
@ -162,52 +242,115 @@ impl State {
return; return;
} }
let regex = Regex::new(r"\s+").unwrap(); if self
.config
let nasty_words = vec![ .nasty_words
"hitler", .iter()
"natsura", .any(|w| input.to_lowercase().contains(w))
"eve@snug", {
"lustlion",
"abuse",
"pedophi",
"murder",
"transpho",
"holocaust",
"cpluspatch",
"umbrellix",
"sachi",
"heonkey",
];
if nasty_words.iter().any(|w| input.to_lowercase().contains(w)) {
return; return;
} }
let mut tokens = vec![MarkovItem::Start];
tokens.extend(
self.tokenizer
.tokenize(&input)
.map(|t| self.convert_token(&t.to_lowercase())),
);
tokens.push(MarkovItem::Stop);
let mut last = None; for i in 2..=self.config.history_len() {
for tok in regex.split(&input) { for tok in tokens.windows(i) {
self.insert((last, Some(tok))); self.insert(tok);
last = Some(tok); }
} }
self.insert((last, None)); }
}
#[derive(Debug, Parser)]
#[command(version, about)]
struct Args {
#[arg(long, default_value = "config.toml")]
config_path: String,
#[arg(long, default_value = "state.msg")]
state_file: String,
}
#[derive(Debug, Deserialize)]
struct Config {
#[serde(default)]
learn_from_cws: bool,
#[serde(default)]
allowed_cws: Vec<String>,
user_id: String,
instance: String,
period_seconds: u32,
#[serde(default)]
test_mode: bool,
#[serde(default)]
display_cw: Option<String>,
context_weights: Vec<f32>,
#[serde(default)]
nasty_words: Vec<String>,
#[serde(default)]
attempts: usize,
stop_word_modifier: f32,
mention_penalty: f32,
}
impl Config {
fn history_len(&self) -> usize {
self.context_weights.len()
} }
} }
#[tokio::main] #[tokio::main]
async fn main() { async fn main() {
dotenvy::dotenv().ok(); dotenvy::dotenv().ok();
let indicatif_layer = IndicatifLayer::new();
tracing_subscriber::registry()
.with(
EnvFilter::builder()
.with_default_directive(LevelFilter::INFO.into())
.from_env_lossy(),
)
.with(tracing_subscriber::fmt::layer().with_writer(indicatif_layer.get_stderr_writer()))
.with(indicatif_layer)
.init();
let token = std::env::var("TOKEN").expect("token"); let token = std::env::var("TOKEN").expect("token");
let path = Path::new("state.msg"); let args = Args::parse();
let config =
toml::de::from_str::<Config>(&std::fs::read_to_string(&args.config_path).unwrap()).unwrap();
if config.period_seconds < 1 {
error!("Cannot have a period shorter than 1 second!");
return;
}
if !(2..=CONTEXT_SIZE_MAX).contains(&config.context_weights.len()) {
error!(
"Context size {} out of range {:?}",
config.context_weights.len(),
2..=CONTEXT_SIZE_MAX
);
return;
}
let state_path = Path::new(&args.state_file);
let progress = ProgressBar::new_spinner(); let progress = ProgressBar::new_spinner();
let mut state = if path.is_file() { let mut model = if state_path.is_file() {
let file = File::open(path).unwrap();
progress.set_message("Loading data..."); progress.set_message("Loading data...");
rmp_serde::decode::from_read::<_, State>(progress.wrap_read(file)).unwrap() let state =
rmp_serde::decode::from_slice::<State>(&tokio::fs::read(state_path).await.unwrap())
.unwrap();
Model::from_existing(&config, state)
} else { } else {
State::new() Model::new(&config)
}; };
let pool = PgPoolOptions::new() let pool = PgPoolOptions::new()
@ -215,7 +358,8 @@ async fn main() {
.await .await
.unwrap(); .unwrap();
let note_time_min = state let note_time_min = model
.state
.fetched_up_to .fetched_up_to
.unwrap_or(Utc.with_ymd_and_hms(2010, 1, 1, 12, 0, 0).unwrap()); .unwrap_or(Utc.with_ymd_and_hms(2010, 1, 1, 12, 0, 0).unwrap());
@ -227,58 +371,67 @@ async fn main() {
AND "note"."createdAt" > $2 AND "note"."createdAt" > $2
AND "note"."createdAt" < NOW() AND "note"."createdAt" < NOW()
AND "note"."visibility" IN ('public', 'home') AND "note"."visibility" IN ('public', 'home')
AND ("note"."cw" IS NULL OR LOWER("note"."cw") IN ('', 'gay', 'cursed', 'what', 'shitpost', 'no', 'natty what', 'natty what the fuck'))"#, AND ($4 OR ("note"."cw" IS NULL OR LOWER("note"."cw") IN (SELECT UNNEST($3::VARCHAR[]))))"#,
"9awy7u3l76", &config.user_id,
note_time_min note_time_min,
&config.allowed_cws,
config.learn_from_cws
) )
.fetch(&pool); .fetch(&pool);
let mut stream = progress.wrap_stream(text_stream); let mut stream = progress.wrap_stream(text_stream);
let mut cnt = 0; let mut cnt = 0;
while let Ok(Some(item)) = stream.try_next().await.map_err(|e| { while let Ok(Some(item)) = stream.try_next().await.map_err(|e| {
eprintln!("Error fetching: {}", e); error!("Error fetching: {}", e);
e e
}) { }) {
state.fetched_up_to = Some(item.createdAt); model.state.fetched_up_to = Some(item.createdAt);
state.insert_tokens(item.text.as_deref().unwrap_or_default()); model.insert_tokens(item.text.as_deref().unwrap_or_default());
progress.set_message(item.text.unwrap_or_default().clone()); progress.set_message(format!(
"Items: {} | Trie size: {} | Current: {:?}",
cnt,
model.state.model.count(),
item.text.unwrap_or_default().clone()
));
cnt += 1; cnt += 1;
progress.tick(); progress.tick();
progress.set_length(cnt); progress.set_length(cnt);
} }
drop(stream); info!("Keys: {}", model.state.model.count());
drop(pool);
println!("Shape: {:?}", state.matrix.shape());
let file = File::create(path).unwrap();
progress.set_message("Saving data..."); progress.set_message("Saving data...");
rmp_serde::encode::write(&mut progress.wrap_write(file), &state).unwrap(); let encoded = rmp_serde::encode::to_vec(&model.state).unwrap();
let file = File::create(state_path).unwrap();
progress.wrap_write(file).write_all(&encoded).unwrap();
let mut timer = tokio::time::interval(Duration::from_secs(600)); let mut timer = tokio::time::interval(Duration::from_secs(config.period_seconds.into()));
loop { loop {
timer.tick().await; timer.tick().await;
let text = state.generate(); let text = model.generate();
println!("Generated: {:?}", text); info!("Generated: {:?}", text);
if config.test_mode {
continue;
}
let client = ClientBuilder::new().https_only(true).build().unwrap(); let client = ClientBuilder::new().https_only(true).build().unwrap();
match client match client
.post("https://astolfo.social/api/notes/create") .post(format!("https://{}/api/notes/create", &config.instance))
.json(&serde_json::json!({ .json(&serde_json::json!({
"text": text, "text": text,
"poll": Option::<()>::None, "poll": Option::<()>::None,
"cw": "Automated Markov-Natty post", "cw": config.display_cw.as_deref(),
"visibility": "home" "visibility": "home"
})) }))
.header(header::AUTHORIZATION, &format!("Bearer {}", token)) .header(header::AUTHORIZATION, &format!("Bearer {}", token))
.send() .send()
.await .await
{ {
Err(e) => eprintln!("Fetch error: {}", e), Err(e) => error!("Fetch error: {}", e),
Ok(r) => println!("Response: {:#?}", r.json::<Value>().await), Ok(r) => debug!("Response: {:#?}", r.json::<serde_json::Value>().await),
} }
} }
} }