///|
/// A validated o200k_base encoder. Initialization performs all resource I/O;
/// encoding is deterministic, does not normalize text, and treats special-token
/// spellings as ordinary text. Instances contain no mutable encoding cache.
struct Encoder {
ranks : Map[Bytes, Int32]
categories : FixedArray[Byte]
}
///|
/// Invalid resource path, checksum, or resource contents. Filesystem errors and
/// cancellation propagate unchanged from the async filesystem layer.
pub suberror ResourceError {
ResourceError(String)
} derive(@debug.Debug)
///|
#deprecated
pub extend ResourceError with @debug.Debug::{to_repr}
///|
/// Load the bundled ranks from an absolute path and Unicode categories from
/// `tokenizer-unicode-16.0.0.txt` in the same directory. Both SHA-256 digests
/// are checked before parsing. No network access or cwd-based lookup occurs.
pub async fn Encoder::load(path : String) -> Encoder {
let ranks_path = @path.Path(path)
if !ranks_path.is_absolute() {
raise ResourceError("o200k ranks path must be absolute")
}
let ranks_bytes = @fs.read_file(path).binary()
check_digest(
ranks_bytes, "446a9538cb6c348e3516120d7c08b09f57c36495e2acfffe59a5bf8b0cfb1a2d",
"o200k ranks",
)
let unicode_path = ranks_path
.dirname()
.join(@path.Path("tokenizer-unicode-16.0.0.txt"))
.to_string()
let unicode_bytes = @fs.read_file(unicode_path).binary()
check_digest(
unicode_bytes, "7676ab755a41ef82108460238569e60ad65c191ddafe61b36c6765ec1353f293",
"Unicode categories",
)
let ranks : Map[Bytes, Int32] = Map([])
for line in @utf8.decode(ranks_bytes).split("\n") {
if line.is_empty() {
continue
}
let fields = line.split(" ").collect()
guard fields.length() == 2 else {
raise ResourceError("invalid o200k ranks record")
}
let token = @base64.decode(fields[0])
let rank = @string.parse_int(fields[1])
if rank != ranks.length() || ranks.contains(token) {
raise ResourceError("invalid o200k rank sequence")
}
ranks[token] = rank
}
if ranks.length() != 199998 {
raise ResourceError("incomplete o200k ranks")
}
for b in 0..<256 {
if !ranks.contains(Bytes::make(1, b.to_byte())) {
raise ResourceError("missing o200k byte token")
}
}
{ ranks, categories: read_categories(@utf8.decode(unicode_bytes)), }
}
///|
fn check_digest(
bytes : Bytes,
expected : String,
resource : String,
) -> Unit raise {
let actual = @hex.encode(Bytes::from_array(@crypto.sha256(bytes)[:]))
if actual != expected {
raise ResourceError("SHA-256 mismatch: \{resource}")
}
}
///|
/// Encode complete text with o200k_base's ordinary-text policy. Token IDs are
/// the original OpenAI mergeable ranks, not remapped vocabulary indices.
pub fn Encoder::encode(self : Encoder, text : String) -> Array[Int32] {
let result : Array[Int32] = []
let chars = text.to_array()
let mut start = 0
while start < chars.length() {
let end = self.piece_end(chars, start)
let builder = StringBuilder()
for i in start.. Int32 {
self.encode(text).length()
}