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https://github.com/agusnavce/ta
A blazing fast spellchecker in Go
https://github.com/agusnavce/ta
Last synced: 11 days ago
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A blazing fast spellchecker in Go
- Host: GitHub
- URL: https://github.com/agusnavce/ta
- Owner: agusnavce
- Created: 2020-04-12T21:37:23.000Z (over 4 years ago)
- Default Branch: master
- Last Pushed: 2020-04-18T17:20:20.000Z (over 4 years ago)
- Last Synced: 2024-08-02T05:12:20.206Z (3 months ago)
- Language: Go
- Size: 13.7 KB
- Stars: 6
- Watchers: 2
- Forks: 2
- Open Issues: 1
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
- awesome-blazingly-fast - ta - A blazing fast spellchecker in Go (Go)
README
# TA (Text Analysis)
An implmentation in Go of a blazing fast spellchecker inspired in [SymSpell](https://github.com/wolfgarbe/SymSpell).
## How to use it
```go
package main
import (
"fmt"
"github.com/agusnavce/ta"
"github.com/agusnavce/ta/utils"
)
func main() {
// Create a new instance of model
t := ta.NewSpellModel()
// Add words to the dictionary. Words require a frequency, but can have
// other arbitrary metadata associated with them
t.AddEntry(utils.Entry{
Frequency: 100,
Word: "word",
WordData: utils.WordData{
"type": "noun",
},
})
t.AddEntry(utils.Entry{
Frequency: 1,
Word: "world",
WordData: utils.WordData{
"type": "noun",
},
})
// Lookup a mismodeling, by default the "best" suggestion will be returned
suggestions, _ := t.Lookup("wortd")
fmt.Println(suggestions)
// -> [word]
suggestion := suggestions[0]
// Get the frequency from the suggestion
fmt.Println(suggestion.Frequency)
// -> 100
// Get metadata from the suggestion
fmt.Println(suggestion.WordData["type"])
// -> noun
// Get multiple suggestions during lookup
suggestions, _ = t.Lookup("wortd", ta.SuggestionLevel(ta.ALL))
fmt.Println(suggestions)
// -> [word, world]
// Add multiple entries in one command. You can override the previos config or
// have a cumulative behaviour
t.AddEntries(utils.Entries{
Words: []string{"word", "word"},
WordsData: utils.WordData{
"type": "other",
},
}, ta.OverrideFrequency(true))
// Save the dictionary
t.Save("dict.model")
// Load the dictionary
t2, _ := ta.Load("dict.model")
suggestions, _ = t2.Lookup("wortd", ta.SuggestionLevel(ta.ALL))
fmt.Println(suggestions)
// -> [word, world]
// Create a Dictionary from a file, merges with any dictionary data already loaded.
t2.CreateDictionary("test.txt")
entry, err := t2.GetEntry("four")
if err == nil {
fmt.Println(entry.Word)
// -> four
}
// Spell supports word segmentation
t3 := ta.NewSpellModel()
t3.AddEntry(utils.Entry{Frequency: 1, Word: "near"})
t3.AddEntry(utils.Entry{Frequency: 1, Word: "the"})
t3.AddEntry(utils.Entry{Frequency: 1, Word: "fireplace"})
segmentResult, _ := t3.Segment("nearthefireplace")
fmt.Println(segmentResult)
// -> near the fireplace
// Spell supports multiple dictionaries
t4 := ta.NewSpellModel()
t4.AddEntry(utils.Entry{Word: "quindici"}, ta.DictionaryName("italian"))
suggestions, _ = t4.Lookup("quindici", ta.DictionaryOpts(
ta.DictionaryName("italian"),
))
fmt.Println(suggestions)
// -> [quindici]
}
```