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import {
Autocomplete,
Button,
Chip,
Dialog,
DialogActions,
DialogContent,
DialogTitle,
FormControlLabel,
IconButton,
Stack,
Switch,
TextField,
Toolbar,
Tooltip,
Typography,
} from '@mui/material'
import {type ChangeEvent, type KeyboardEvent, useContext, useMemo, useState} from 'react'
import {BuildContext, type DictionaryActions, type NumberObject} from './building'
import {ResourceContext} from './resources'
import {globToRegex, special, wildcards} from './lib/utils'
import {extractMatches, getProcessedTerm} from './processTerms'
import {getIntersects} from './analysisResults'
import type {FixedTerm, NetworkLookup} from './term'
import type {DictEntry} from './storage'
export function CategoryWeights({
name,
current,
edit,
}: {
name: string
current: NumberObject
edit: (action: DictionaryActions) => void
}) {
const data = useContext(ResourceContext)
const {terms, collapsedTerms, termLookup} = data
const dict = useContext(BuildContext)
const dictTerms = useMemo(() => {
const out: {[index: string]: boolean} = {}
Object.keys(dict).forEach(id => (out[dict[id].term || id] = true))
return out
}, [dict])
const dictTermsCollapsed = useMemo(() => {
return {all: ';;' + Object.keys(dictTerms).join(';;') + ';;'}
}, [dictTerms])
const [menuOpen, setMenuOpen] = useState(false)
const toggleMenu = () => setMenuOpen(!menuOpen)
const [toAllTerms, setToAllTerms] = useState(true)
const [similarityBased, setSimilarityBased] = useState(true)
const [scale, setScale] = useState(true)
const [anyTerms, setAnyTerms] = useState(true)
const [value, setValue] = useState('1')
const [inputTerm, setInputTerm] = useState('')
const [termSuggestions, setTermSuggestions] = useState<string[]>([])
const [coreTerms, setCoreTerms] = useState<string[]>([])
const isValidTerm = anyTerms
? (term: string) => termLookup && term in termLookup
: (term: string) => term in dictTerms
const addCore = (term: string) => {
Eif (term && !coreTerms.includes(term) && isValidTerm(term)) {
setCoreTerms([...coreTerms, term])
}
}
return (
<>
<Button onClick={toggleMenu}>Fill Weights</Button>
{menuOpen && (
<Dialog open={menuOpen} onClose={toggleMenu}>
<DialogTitle>Category Weight Filler</DialogTitle>
<IconButton
aria-label="close category weight filler"
onClick={toggleMenu}
sx={{
position: 'absolute',
right: 8,
top: 12,
}}
className="close-button"
>
<Close />
</IconButton>
<DialogContent sx={{minWidth: '300px', minHeight: '300px', p: 1}}>
<Stack spacing={2}>
<Tooltip
title={
similarityBased
? 'Weights will be similarity to the specified core terms'
: 'Will use the specified value as the weight of all terms'
}
placement="right"
>
<FormControlLabel
control={
<Switch
size="small"
checked={similarityBased}
onChange={() => setSimilarityBased(!similarityBased)}
></Switch>
}
label={<Typography variant="caption">Similarity-based</Typography>}
labelPlacement="start"
/>
</Tooltip>
{similarityBased && terms ? (
<Stack>
<Autocomplete
multiple
disableCloseOnSelect
options={termSuggestions}
onKeyUp={(e: KeyboardEvent<HTMLDivElement>) => {
const inputValue = 'value' in e.target ? (e.target.value as string) : ''
if (
(e.code === 'Enter' || e.code === 'NumpadEnter') &&
inputTerm &&
(!inputValue || inputValue === inputTerm)
) {
addCore(inputValue)
return
}
Eif (terms) {
const suggestions: string[] = []
if (inputValue && collapsedTerms) {
let ex: RegExp | undefined
try {
ex = new RegExp(
wildcards.test(inputValue) ? globToRegex(inputValue) : ';' + inputValue + '[^;]*;',
'g'
)
} catch {
ex = new RegExp(';' + inputValue.replace(special, '\\%&') + ';', 'g')
}
extractMatches('', ex, anyTerms ? collapsedTerms : dictTermsCollapsed, suggestions, 100)
}
coreTerms.forEach(term => {
Eif (!suggestions.includes(term)) suggestions.push(term)
})
setTermSuggestions(suggestions)
}
}}
value={coreTerms}
onChange={(e, value) => {
if (Math.abs(value.length - coreTerms.length) === 1) {
setCoreTerms([...value])
}
}}
renderTags={(value: readonly string[], getTagProps) => {
return value.map((option: string, index: number) => (
<Chip label={option} {...getTagProps({index})} key={option} />
))
}}
renderInput={params => (
<TextField
{...params}
size="small"
label="Core Terms"
aria-label="category weight core terms"
value={inputTerm}
onChange={(e: ChangeEvent<HTMLInputElement>) => {
Eif (!coreTerms.includes(e.target.value)) setInputTerm(e.target.value)
}}
></TextField>
)}
filterOptions={x => x}
noOptionsText="No matches"
filterSelectedOptions
selectOnFocus
clearOnBlur
clearOnEscape
handleHomeEndKeys
fullWidth
></Autocomplete>
<Toolbar sx={{m: 0, justifyContent: 'space-between'}}>
<Button
onClick={() => {
setTermSuggestions([])
setCoreTerms([])
}}
>
Clear
</Button>
<Tooltip
title={
anyTerms
? 'Allowing any terms from the full list on record'
: 'Allowing only terms included in the category'
}
placement="top"
>
<FormControlLabel
control={
<Switch
size="small"
checked={anyTerms}
onChange={() => {
setTermSuggestions([])
setAnyTerms(!anyTerms)
}}
></Switch>
}
label={<Typography variant="caption">Allow any terms</Typography>}
labelPlacement="top"
/>
</Tooltip>
<Tooltip
title={
scale
? 'Will rescaling similarities to be between 0 and 1'
: 'Will display raw similarity values'
}
placement="top"
>
<FormControlLabel
control={<Switch size="small" checked={scale} onChange={() => setScale(!scale)}></Switch>}
label={<Typography variant="caption">Scale</Typography>}
labelPlacement="top"
/>
</Tooltip>
</Toolbar>
</Stack>
) : (
<TextField
fullWidth
size="small"
label="Value"
id="category_weight_filler_value"
value={value}
onChange={(e: ChangeEvent<HTMLInputElement>) => setValue(e.target.value)}
/>
)}
<Tooltip
title={
toAllTerms
? 'Will apply weight to all terms in the dictionary'
: 'Will apply weight only to terms with weight in the current category'
}
placement="right"
>
<FormControlLabel
control={
<Switch size="small" checked={toAllTerms} onChange={() => setToAllTerms(!toAllTerms)}></Switch>
}
label={<Typography variant="caption">Apply to all terms</Typography>}
labelPlacement="start"
/>
</Tooltip>
</Stack>
</DialogContent>
<DialogActions sx={{justifyContent: 'space-between'}}>
<Button onClick={toggleMenu}>Cancel</Button>
<Button
variant="contained"
onClick={() => {
const reWeighted: NumberObject = {}
if (similarityBased) {
const processedCores: Map<string, NetworkLookup> = new Map()
coreTerms.forEach(term => {
const processed = getProcessedTerm(term, data, dict, true)
if (processed.type === 'fixed') {
processedCores.set(term, processed.lookup)
} else E{
processed.matches.forEach(match => {
processedCores.set(match, (getProcessedTerm(match, data, dict, true) as FixedTerm).lookup)
})
}
})
const range = [Infinity, -Infinity]
Object.keys(toAllTerms ? dictTerms : current).forEach(term => {
let totalSim = 0
processedCores.forEach(processedCoreTerm => {
const processed = getProcessedTerm(term, data, dict)
if (processed.type === 'fixed') {
const sim = getIntersects(term, processedCoreTerm)
totalSim +=
1 * (sim.lemma || sim.related || sim.synset) +
0.1 * (sim.lemma_related || sim.lemma_synset) +
0.01 * (sim.related_lemma || sim.related_related || sim.related_synset) +
0.001 * (sim.synset_lemma || sim.synset_related || sim.synset_synset)
} else E{
processed.matches.forEach(match => {
const sim = getIntersects(match, processedCoreTerm)
totalSim +=
1 * (sim.lemma || sim.related || sim.synset) +
0.1 * (sim.lemma_related || sim.lemma_synset) +
0.01 * (sim.related_lemma || sim.related_related || sim.related_synset) +
0.001 * (sim.synset_lemma || sim.synset_related || sim.synset_synset)
})
}
})
Eif (scale) {
if (range[0] > totalSim) range[0] = totalSim
Eif (range[1] < totalSim) range[1] = totalSim
}
Eif (totalSim) reWeighted[term] = totalSim
})
Eif (scale) {
const top = range[1] - range[0]
Object.keys(reWeighted).forEach(term => {
reWeighted[term] = Math.max((reWeighted[term] - range[0]) / top, 0.0001)
})
}
} else {
if (toAllTerms) {
Object.keys(dict).forEach(term => (reWeighted[term] = +value))
} else E{
Object.keys(current).forEach(term => {
if (current[term]) reWeighted[term] = +value
})
}
}
const subset = toAllTerms ? dict : current
const appliedWeights: NumberObject = {}
Object.keys(subset).forEach(id => {
if (id in reWeighted) {
appliedWeights[id] = reWeighted[id]
} else Eif (toAllTerms) {
const {term} = subset[id] as DictEntry
Eif (term && term in reWeighted) {
appliedWeights[id] = reWeighted[term]
}
}
})
edit({type: 'reweight_category', name, weights: appliedWeights})
toggleMenu()
}}
>
Fill
</Button>
</DialogActions>
</Dialog>
)}
</>
)
}
|