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type normalization =
| NFC
| NFD
| NFKC
| NFKD
type char_category =
| Letter
| Number
| Punctuation
| Symbol
| Whitespace
| Control
| Other
let categorize_char u =
match Uucp.Gc.general_category u with
| `Lu | `Ll | `Lt | `Lm | `Lo -> Letter
| `Nd | `Nl | `No -> Number
| `Pc | `Pd | `Ps | `Pe | `Pi | `Pf | `Po -> Punctuation
| `Sm | `Sc | `Sk | `So -> Symbol
| `Zs | `Zl | `Zp -> Whitespace
| `Cc | `Cf | `Cs | `Co | `Cn -> Control
| _ -> Other
let is_whitespace u =
match categorize_char u with Whitespace -> true | _ -> false
let is_punctuation u =
match categorize_char u with Punctuation -> true | _ -> false
let is_word_char u =
match categorize_char u with Letter | Number -> true | _ -> false
let is_cjk u =
let cp = Uchar.to_int u in
(cp >= 0x4E00 && cp <= 0x9FFF)
|| (cp >= 0x3400 && cp <= 0x4DBF)
|| (cp >= 0x3040 && cp <= 0x309F)
|| (cp >= 0x30A0 && cp <= 0x30FF)
||
(cp >= 0xAC00 && cp <= 0xD7AF)
let normalize form text =
try
let b = Buffer.create (String.length text) in
let add u = Uutf.Buffer.add_utf_8 b u in
let normalize_char =
match form with
| NFC ->
fun u ->
add u
| NFD ->
fun u ->
add u
| NFKC ->
fun u ->
add u
| NFKD ->
fun u ->
add u
in
let decoder = Uutf.decoder (`String text) in
let rec loop () =
match Uutf.decode decoder with
| `Uchar u ->
normalize_char u;
loop ()
| `End -> ()
| `Malformed _ ->
loop ()
| `Await -> assert false
in
loop ();
Buffer.contents b
with e ->
Nx_core.Error.invalid ~op:"normalize" ~what:"unicode in text"
~reason:(Printexc.to_string e) ()
let case_fold text =
try
let b = Buffer.create (String.length text) in
let decoder = Uutf.decoder (`String text) in
let rec loop () =
match Uutf.decode decoder with
| `Uchar u ->
let folded =
match Uucp.Case.Fold.fold u with `Self -> [ u ] | `Uchars us -> us
in
List.iter (Uutf.Buffer.add_utf_8 b) folded;
loop ()
| `End -> ()
| `Malformed _ -> loop ()
| `Await -> assert false
in
loop ();
Buffer.contents b
with e ->
Nx_core.Error.invalid ~op:"case_fold" ~what:"unicode in text"
~reason:(Printexc.to_string e) ()
let strip_accents text =
try
let b = Buffer.create (String.length text) in
let decoder = Uutf.decoder (`String text) in
let rec loop () =
match Uutf.decode decoder with
| `Uchar u ->
if
not
(Uucp.Gc.general_category u = `Mn
|| Uucp.Gc.general_category u = `Mc
|| Uucp.Gc.general_category u = `Me)
then Uutf.Buffer.add_utf_8 b u;
loop ()
| `End -> ()
| `Malformed _ -> loop ()
| `Await -> assert false
in
loop ();
Buffer.contents b
with e ->
Nx_core.Error.invalid ~op:"strip_accents" ~what:"unicode in text"
~reason:(Printexc.to_string e) ()
let clean_text ?(remove_control = true) ?(normalize_whitespace = true) text =
try
let b = Buffer.create (String.length text) in
let decoder = Uutf.decoder (`String text) in
let last_was_space = ref false in
let rec loop () =
match Uutf.decode decoder with
| `Uchar u ->
let cat = categorize_char u in
(match cat with
| Control when remove_control -> ()
| Whitespace when normalize_whitespace ->
if not !last_was_space then (
Uutf.Buffer.add_utf_8 b (Uchar.of_int 0x20);
last_was_space := true)
| _ ->
Uutf.Buffer.add_utf_8 b u;
last_was_space := false);
loop ()
| `End -> ()
| `Malformed _ -> loop ()
| `Await -> assert false
in
loop ();
let result = Buffer.contents b in
if normalize_whitespace then String.trim result else result
with e ->
Nx_core.Error.invalid ~op:"clean_text" ~what:"unicode in text"
~reason:(Printexc.to_string e) ()
let split_words text =
try
let words = ref [] in
let current_word = Buffer.create 16 in
let decoder = Uutf.decoder (`String text) in
let flush_word () =
let word = Buffer.contents current_word in
if word <> "" then words := word :: !words;
Buffer.clear current_word
in
let rec loop () =
match Uutf.decode decoder with
| `Uchar u ->
if is_cjk u then (
flush_word ();
Uutf.Buffer.add_utf_8 current_word u;
flush_word ())
else if is_word_char u then Uutf.Buffer.add_utf_8 current_word u
else flush_word ();
loop ()
| `End ->
flush_word ();
List.rev !words
| `Malformed _ -> loop ()
| `Await -> assert false
in
loop ()
with e ->
Nx_core.Error.invalid ~op:"split_words" ~what:"unicode in text"
~reason:(Printexc.to_string e) ()
let grapheme_count text =
try
let decoder = Uutf.decoder (`String text) in
let count = ref 0 in
let in_grapheme = ref false in
let rec loop () =
match Uutf.decode decoder with
| `Uchar u ->
let is_combining =
match Uucp.Gc.general_category u with
| `Mn | `Mc | `Me -> true
| _ -> false
in
if not is_combining then (
incr count;
in_grapheme := true);
loop ()
| `End -> !count
| `Malformed _ -> loop ()
| `Await -> assert false
in
loop ()
with e ->
Nx_core.Error.invalid ~op:"grapheme_count" ~what:"unicode in text"
~reason:(Printexc.to_string e) ()
let is_valid_utf8 text =
let decoder = Uutf.decoder ~encoding:`UTF_8 (`String text) in
let rec loop () =
match Uutf.decode decoder with
| `Uchar _ -> loop ()
| `End -> true
| `Malformed _ -> false
| `Await -> assert false
in
loop ()
let remove_emoji text =
try
let b = Buffer.create (String.length text) in
let decoder = Uutf.decoder (`String text) in
let rec loop () =
match Uutf.decode decoder with
| `Uchar u ->
let cat = categorize_char u in
if cat <> Symbol then Uutf.Buffer.add_utf_8 b u;
loop ()
| `End -> ()
| `Malformed _ -> loop ()
| `Await -> assert false
in
loop ();
Buffer.contents b
with e ->
Nx_core.Error.invalid ~op:"remove_emoji" ~what:"unicode in text"
~reason:(Printexc.to_string e) ()