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<h1><a href="../../index.html">All files</a> / <a href="index.html">if-run/builtins</a> time-sync.ts</h1>
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<span class='fraction'>42/42</span>
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<a name='L326'></a><a href='#L326'>326</a>
<a name='L327'></a><a href='#L327'>327</a>
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<a name='L329'></a><a href='#L329'>329</a>
<a name='L330'></a><a href='#L330'>330</a>
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<a name='L332'></a><a href='#L332'>332</a>
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<a name='L334'></a><a href='#L334'>334</a>
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<a name='L336'></a><a href='#L336'>336</a>
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<a name='L338'></a><a href='#L338'>338</a>
<a name='L339'></a><a href='#L339'>339</a>
<a name='L340'></a><a href='#L340'>340</a>
<a name='L341'></a><a href='#L341'>341</a>
<a name='L342'></a><a href='#L342'>342</a>
<a name='L343'></a><a href='#L343'>343</a>
<a name='L344'></a><a href='#L344'>344</a>
<a name='L345'></a><a href='#L345'>345</a>
<a name='L346'></a><a href='#L346'>346</a>
<a name='L347'></a><a href='#L347'>347</a>
<a name='L348'></a><a href='#L348'>348</a>
<a name='L349'></a><a href='#L349'>349</a>
<a name='L350'></a><a href='#L350'>350</a>
<a name='L351'></a><a href='#L351'>351</a>
<a name='L352'></a><a href='#L352'>352</a>
<a name='L353'></a><a href='#L353'>353</a>
<a name='L354'></a><a href='#L354'>354</a>
<a name='L355'></a><a href='#L355'>355</a>
<a name='L356'></a><a href='#L356'>356</a>
<a name='L357'></a><a href='#L357'>357</a>
<a name='L358'></a><a href='#L358'>358</a>
<a name='L359'></a><a href='#L359'>359</a>
<a name='L360'></a><a href='#L360'>360</a>
<a name='L361'></a><a href='#L361'>361</a>
<a name='L362'></a><a href='#L362'>362</a>
<a name='L363'></a><a href='#L363'>363</a>
<a name='L364'></a><a href='#L364'>364</a>
<a name='L365'></a><a href='#L365'>365</a>
<a name='L366'></a><a href='#L366'>366</a>
<a name='L367'></a><a href='#L367'>367</a>
<a name='L368'></a><a href='#L368'>368</a>
<a name='L369'></a><a href='#L369'>369</a>
<a name='L370'></a><a href='#L370'>370</a>
<a name='L371'></a><a href='#L371'>371</a>
<a name='L372'></a><a href='#L372'>372</a>
<a name='L373'></a><a href='#L373'>373</a>
<a name='L374'></a><a href='#L374'>374</a>
<a name='L375'></a><a href='#L375'>375</a>
<a name='L376'></a><a href='#L376'>376</a>
<a name='L377'></a><a href='#L377'>377</a>
<a name='L378'></a><a href='#L378'>378</a>
<a name='L379'></a><a href='#L379'>379</a>
<a name='L380'></a><a href='#L380'>380</a>
<a name='L381'></a><a href='#L381'>381</a>
<a name='L382'></a><a href='#L382'>382</a>
<a name='L383'></a><a href='#L383'>383</a>
<a name='L384'></a><a href='#L384'>384</a>
<a name='L385'></a><a href='#L385'>385</a>
<a name='L386'></a><a href='#L386'>386</a>
<a name='L387'></a><a href='#L387'>387</a>
<a name='L388'></a><a href='#L388'>388</a>
<a name='L389'></a><a href='#L389'>389</a>
<a name='L390'></a><a href='#L390'>390</a>
<a name='L391'></a><a href='#L391'>391</a>
<a name='L392'></a><a href='#L392'>392</a>
<a name='L393'></a><a href='#L393'>393</a>
<a name='L394'></a><a href='#L394'>394</a>
<a name='L395'></a><a href='#L395'>395</a>
<a name='L396'></a><a href='#L396'>396</a>
<a name='L397'></a><a href='#L397'>397</a>
<a name='L398'></a><a href='#L398'>398</a>
<a name='L399'></a><a href='#L399'>399</a>
<a name='L400'></a><a href='#L400'>400</a>
<a name='L401'></a><a href='#L401'>401</a>
<a name='L402'></a><a href='#L402'>402</a>
<a name='L403'></a><a href='#L403'>403</a>
<a name='L404'></a><a href='#L404'>404</a>
<a name='L405'></a><a href='#L405'>405</a>
<a name='L406'></a><a href='#L406'>406</a>
<a name='L407'></a><a href='#L407'>407</a>
<a name='L408'></a><a href='#L408'>408</a>
<a name='L409'></a><a href='#L409'>409</a>
<a name='L410'></a><a href='#L410'>410</a>
<a name='L411'></a><a href='#L411'>411</a>
<a name='L412'></a><a href='#L412'>412</a>
<a name='L413'></a><a href='#L413'>413</a>
<a name='L414'></a><a href='#L414'>414</a>
<a name='L415'></a><a href='#L415'>415</a>
<a name='L416'></a><a href='#L416'>416</a>
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<a name='L418'></a><a href='#L418'>418</a>
<a name='L419'></a><a href='#L419'>419</a>
<a name='L420'></a><a href='#L420'>420</a>
<a name='L421'></a><a href='#L421'>421</a>
<a name='L422'></a><a href='#L422'>422</a>
<a name='L423'></a><a href='#L423'>423</a>
<a name='L424'></a><a href='#L424'>424</a>
<a name='L425'></a><a href='#L425'>425</a>
<a name='L426'></a><a href='#L426'>426</a>
<a name='L427'></a><a href='#L427'>427</a>
<a name='L428'></a><a href='#L428'>428</a>
<a name='L429'></a><a href='#L429'>429</a>
<a name='L430'></a><a href='#L430'>430</a>
<a name='L431'></a><a href='#L431'>431</a>
<a name='L432'></a><a href='#L432'>432</a>
<a name='L433'></a><a href='#L433'>433</a>
<a name='L434'></a><a href='#L434'>434</a>
<a name='L435'></a><a href='#L435'>435</a>
<a name='L436'></a><a href='#L436'>436</a>
<a name='L437'></a><a href='#L437'>437</a>
<a name='L438'></a><a href='#L438'>438</a>
<a name='L439'></a><a href='#L439'>439</a>
<a name='L440'></a><a href='#L440'>440</a>
<a name='L441'></a><a href='#L441'>441</a>
<a name='L442'></a><a href='#L442'>442</a>
<a name='L443'></a><a href='#L443'>443</a>
<a name='L444'></a><a href='#L444'>444</a>
<a name='L445'></a><a href='#L445'>445</a>
<a name='L446'></a><a href='#L446'>446</a>
<a name='L447'></a><a href='#L447'>447</a>
<a name='L448'></a><a href='#L448'>448</a>
<a name='L449'></a><a href='#L449'>449</a>
<a name='L450'></a><a href='#L450'>450</a>
<a name='L451'></a><a href='#L451'>451</a>
<a name='L452'></a><a href='#L452'>452</a>
<a name='L453'></a><a href='#L453'>453</a>
<a name='L454'></a><a href='#L454'>454</a>
<a name='L455'></a><a href='#L455'>455</a>
<a name='L456'></a><a href='#L456'>456</a>
<a name='L457'></a><a href='#L457'>457</a>
<a name='L458'></a><a href='#L458'>458</a>
<a name='L459'></a><a href='#L459'>459</a>
<a name='L460'></a><a href='#L460'>460</a></td><td class="line-coverage quiet"><span class="cline-any cline-yes">4x</span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-yes">4x</span>
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<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-yes">4x</span>
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<span class="cline-any cline-yes">4x</span>
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<span class="cline-any cline-yes">4x</span>
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<span class="cline-any cline-yes">4x</span>
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<span class="cline-any cline-neutral"> </span>
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<span class="cline-any cline-yes">4x</span>
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<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-yes">4x</span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-yes">4x</span>
<span class="cline-any cline-yes">22x</span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-yes">22x</span>
<span class="cline-any cline-yes">21x</span>
<span class="cline-any cline-yes">15x</span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-yes">15x</span>
<span class="cline-any cline-yes">14x</span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-yes">12x</span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-yes">12x</span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-yes">54x</span>
<span class="cline-any cline-yes">52x</span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-yes">52x</span>
<span class="cline-any cline-yes">41x</span>
<span class="cline-any cline-yes">41x</span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-yes">41x</span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-yes">2x</span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-yes">39x</span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-yes">39x</span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-yes">39x</span>
<span class="cline-any cline-yes">3x</span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-yes">50x</span>
<span class="cline-any cline-yes">209x</span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-yes">209x</span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-yes">50x</span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-yes">8x</span>
<span class="cline-any cline-yes">100x</span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-yes">8x</span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-yes">22x</span>
<span class="cline-any cline-yes">2806x</span>
<span class="cline-any cline-yes">16x</span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-yes">2790x</span>
<span class="cline-any cline-yes">3x</span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-yes">2787x</span>
<span class="cline-any cline-yes">2786x</span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-yes">1x</span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-yes">22x</span>
<span class="cline-any cline-yes">54x</span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-yes">54x</span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-yes">22x</span>
<span class="cline-any cline-yes">21x</span>
<span class="cline-any cline-yes">1x</span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-yes">20x</span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-yes">20x</span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-yes">20x</span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-yes">22x</span>
<span class="cline-any cline-yes">14x</span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-yes">22x</span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-yes">209x</span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-yes">209x</span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-yes">22x</span>
<span class="cline-any cline-yes">209x</span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-yes">209x</span>
<span class="cline-any cline-yes">635x</span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-yes">635x</span>
<span class="cline-any cline-yes">209x</span>
<span class="cline-any cline-yes">209x</span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-yes">209x</span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-yes">426x</span>
<span class="cline-any cline-yes">209x</span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-yes">209x</span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-yes">217x</span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-yes">217x</span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-yes">22x</span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-yes">142x</span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-yes">142x</span>
<span class="cline-any cline-yes">430x</span>
<span class="cline-any cline-yes">142x</span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-yes">142x</span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-yes">288x</span>
<span class="cline-any cline-yes">142x</span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-yes">142x</span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-yes">146x</span>
<span class="cline-any cline-yes">4x</span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-yes">4x</span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-yes">142x</span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-yes">142x</span>
<span class="cline-any cline-yes">127x</span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-yes">127x</span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-yes">15x</span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-yes">15x</span>
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<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-neutral"> </span>
<span class="cline-any cline-yes">22x</span>
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<span class="cline-any cline-yes">14x</span>
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<span class="cline-any cline-yes">14x</span>
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<span class="cline-any cline-neutral"> </span></td><td class="text"><pre class="prettyprint lang-js">import {isDate} from 'node:util/types';
import {Settings, DateTime, DateTimeMaybeValid, Interval} from 'luxon';
import {z} from 'zod';
import {ERRORS} from '@grnsft/if-core/utils';
import {
ExecutePlugin,
PluginParams,
PaddingReceipt,
TimeNormalizerConfig,
TimeParams,
} from '@grnsft/if-core/types';
import {parameterize} from '../lib/parameterize';
import {validate} from '../../common/util/validations';
import {STRINGS} from '../config';
Settings.defaultZone = 'utc';
const {
GlobalConfigError,
InvalidDateInInputError,
InvalidPaddingError,
InvalidInputError,
} = ERRORS;
const {
INVALID_TIME_NORMALIZATION,
INVALID_OBSERVATION_OVERLAP,
AVOIDING_PADDING_BY_EDGES,
INVALID_DATE_TYPE,
START_LOWER_END,
TIMESTAMP_REQUIRED,
INVALID_DATETIME,
} = STRINGS;
export const TimeSync = (globalConfig: TimeNormalizerConfig): ExecutePlugin => {
const metadata = {
kind: 'execute',
};
/**
* Take input array and return time-synchronized input array.
*/
const execute = (inputs: PluginParams[]): PluginParams[] => {
const validatedConfig = validateGlobalConfig();
const timeParams = {
startTime: DateTime.fromISO(validatedConfig['start-time']),
endTime: DateTime.fromISO(validatedConfig['end-time']),
interval: validatedConfig.interval,
allowPadding: validatedConfig['allow-padding'],
};
const pad = checkForPadding(inputs, timeParams);
validatePadding(pad, timeParams);
const paddedInputs = padInputs(inputs, pad, timeParams);
const flattenInputs = paddedInputs.reduce(
(acc: PluginParams[], input, index) => {
const safeInput = Object.assign({}, input, validateInput(input, index));
const currentMoment = parseDate(safeInput.timestamp);
/** Checks if not the first input, then check consistency with previous ones. */
if (index > 0) {
const previousInput = paddedInputs[index - 1];
const previousInputTimestamp = parseDate(previousInput.timestamp);
/** Checks for timestamps overlap. */
if (
parseDate(previousInput.timestamp).plus({
seconds: previousInput.duration,
}) > currentMoment
) {
throw new InvalidInputError(INVALID_OBSERVATION_OVERLAP);
}
const compareableTime = previousInputTimestamp.plus({
seconds: previousInput.duration,
});
const timelineGapSize = currentMoment
.diff(compareableTime)
.as('seconds');
/** Checks if there is gap in timeline. */
if (timelineGapSize > 1) {
acc.push(
...getZeroishInputPerSecondBetweenRange(
compareableTime,
currentMoment,
safeInput
)
);
}
}
/** Break down current observation. */
for (let i = 0; i < safeInput.duration; i++) {
const normalizedInput = breakDownInput(safeInput, i);
acc.push(normalizedInput);
}
return trimInputsByGlobalTimeline(acc, timeParams);
},
[] as PluginParams[]
);
const sortedInputs = flattenInputs.sort((a, b) =>
parseDate(a.timestamp).diff(parseDate(b.timestamp)).as('seconds')
);
return resampleInputs(sortedInputs, timeParams) as PluginParams[];
};
const parseDate = (date: Date | string) => {
if (!date) {
return DateTime.invalid('Invalid date');
}
// dates are passed to time-sync.ts both in ISO 8601 format
// and as a Date object (from the deserialization of a YAML file)
// if the YAML parser fails to identify as a date, it passes as a string
if (isDate(date)) {
return DateTime.fromJSDate(date);
}
if (typeof date === 'string') {
return DateTime.fromISO(date);
}
throw new InvalidDateInInputError(INVALID_DATE_TYPE(date));
};
/**
* Validates input parameters.
*/
const validateInput = (input: PluginParams, index: number) => {
const schema = z.object({
timestamp: z
.string({
required_error: TIMESTAMP_REQUIRED(index),
})
.datetime({
message: INVALID_DATETIME(index),
})
.or(z.date()),
duration: z.number(),
});
return validate<z.infer<typeof schema>>(schema, input);
};
/**
* Validates global config parameters.
*/
const validateGlobalConfig = () => {
if (globalConfig === undefined) {
throw new GlobalConfigError(INVALID_TIME_NORMALIZATION);
}
const schema = z
.object({
'start-time': z.string().datetime(),
'end-time': z.string().datetime(),
interval: z.number(),
'allow-padding': z.boolean(),
})
.refine(data => data['start-time'] < data['end-time'], {
message: START_LOWER_END,
});
return validate<z.infer<typeof schema>>(schema, globalConfig);
};
/**
* Calculates minimal factor.
*/
const convertPerInterval = (value: number, duration: number) =>
value / duration;
/**
* Normalize time per given second.
*/
const normalizeTimePerSecond = (
currentRoundMoment: Date | string,
i: number
) => {
const thisMoment = parseDate(currentRoundMoment).startOf('second');
return thisMoment.plus({seconds: i});
};
/**
* Breaks down input per minimal time unit.
*/
const breakDownInput = (input: PluginParams, i: number) => {
const inputKeys = Object.keys(input);
return inputKeys.reduce((acc, key) => {
const method = parameterize.getAggregationMethod(key);
if (key === 'timestamp') {
const perSecond = normalizeTimePerSecond(input.timestamp, i);
acc[key] = perSecond.toUTC().toISO() ?? '';
return acc;
}
/** @todo use user defined resolution later */
if (key === 'duration') {
acc[key] = 1;
return acc;
}
acc[key] =
method === 'sum'
? convertPerInterval(input[key], input['duration'])
: input[key];
return acc;
}, {} as PluginParams);
};
/**
* Populates object to fill the gaps in observational timeline using zeroish values.
*/
const fillWithZeroishInput = (
input: PluginParams,
missingTimestamp: DateTimeMaybeValid
) => {
const metrics = Object.keys(input);
return metrics.reduce((acc, metric) => {
if (metric === 'timestamp') {
acc[metric] = missingTimestamp.startOf('second').toUTC().toISO() ?? '';
return acc;
}
/** @todo later will be changed to user defined interval */
if (metric === 'duration') {
acc[metric] = 1;
return acc;
}
if (metric === 'time-reserved') {
acc[metric] = acc['duration'];
return acc;
}
const method = parameterize.getAggregationMethod(metric);
if (method === 'avg' || method === 'sum') {
acc[metric] = 0;
return acc;
}
acc[metric] = input[metric];
return acc;
}, {} as PluginParams);
};
/**
* Checks if `error on padding` is enabled and padding is needed. If so, then throws error.
*/
const validatePadding = (pad: PaddingReceipt, params: TimeParams): void => {
const {start, end} = pad;
const isPaddingNeeded = start || end;
if (!params.allowPadding && isPaddingNeeded) {
throw new InvalidPaddingError(AVOIDING_PADDING_BY_EDGES(start, end));
}
};
/**
* Checks if padding is needed either at start of the timeline or the end and returns status.
*/
const checkForPadding = (
inputs: PluginParams[],
params: TimeParams
): PaddingReceipt => {
const startDiffInSeconds = parseDate(inputs[0].timestamp)
.diff(params.startTime)
.as('seconds');
const lastInput = inputs[inputs.length - 1];
const endDiffInSeconds = parseDate(lastInput.timestamp)
.plus({second: lastInput.duration})
.diff(params.endTime)
.as('seconds');
return {
start: startDiffInSeconds > 0,
end: endDiffInSeconds < 0,
};
};
/**
* Iterates over given inputs frame, meanwhile checking if aggregation method is `sum`, then calculates it.
* For methods is `avg` and `none` calculating average of the frame.
*/
const resampleInputFrame = (inputsInTimeslot: PluginParams[]) =>
inputsInTimeslot.reduce((acc, input, index, inputs) => {
const metrics = Object.keys(input);
metrics.forEach(metric => {
const method = parameterize.getAggregationMethod(metric);
acc[metric] = acc[metric] ?? 0;
if (metric === 'timestamp') {
acc[metric] = inputs[0][metric];
return;
}
if (method === 'sum') {
acc[metric] += input[metric];
return;
}
if (method === 'none') {
acc[metric] = input[metric];
return;
}
/**
* If timeslot contains records more than one, then divide each metric by the timeslot length,
* so that their sum yields the timeslot average.
*/
if (
inputsInTimeslot.length > 1 &&
index === inputsInTimeslot.length - 1
) {
acc[metric] /= inputsInTimeslot.length;
return;
}
acc[metric] += input[metric];
});
return acc;
}, {} as PluginParams);
/**
* Takes each array frame with interval length, then aggregating them together as from units.yaml file.
*/
const resampleInputs = (inputs: PluginParams[], params: TimeParams) =>
inputs.reduce((acc: PluginParams[], _input, index, inputs) => {
const frameStart = index * params.interval;
const frameEnd = (index + 1) * params.interval;
const inputsFrame = inputs.slice(frameStart, frameEnd);
const resampledInput = resampleInputFrame(inputsFrame);
/** Checks if resampled input is not empty, then includes in result. */
if (Object.keys(resampledInput).length > 0) {
acc.push(resampledInput);
}
return acc;
}, [] as PluginParams[]);
/**
* Pads zeroish inputs from the beginning or at the end of the inputs if needed.
*/
const padInputs = (
inputs: PluginParams[],
pad: PaddingReceipt,
params: TimeParams
): PluginParams[] => {
const {start, end} = pad;
const paddedFromBeginning = [];
if (start) {
paddedFromBeginning.push(
...getZeroishInputPerSecondBetweenRange(
params.startTime,
parseDate(inputs[0].timestamp),
inputs[0]
)
);
}
const paddedArray = paddedFromBeginning.concat(inputs);
if (end) {
const lastInput = inputs[inputs.length - 1];
const lastInputEnd = parseDate(lastInput.timestamp).plus({
seconds: lastInput.duration,
});
paddedArray.push(
...getZeroishInputPerSecondBetweenRange(
lastInputEnd,
params.endTime.plus({seconds: 1}),
lastInput
)
);
}
return paddedArray;
};
const getZeroishInputPerSecondBetweenRange = (
startDate: DateTimeMaybeValid,
endDate: DateTimeMaybeValid,
templateInput: PluginParams
) => {
const array: PluginParams[] = [];
const dateRange = Interval.fromDateTimes(startDate, endDate);
for (const interval of dateRange.splitBy({second: 1})) {
array.push(
fillWithZeroishInput(
templateInput,
// as far as I can tell, start will never be null
// because if we pass an invalid start/endDate to
// Interval, we get a zero length array as the range
interval.start || DateTime.invalid('not expected - start is null')
)
);
}
return array;
};
/*
* Checks if input's timestamp is included in global specified period then leaves it, otherwise.
*/
const trimInputsByGlobalTimeline = (
inputs: PluginParams[],
params: TimeParams
): PluginParams[] =>
inputs.reduce((acc: PluginParams[], item) => {
const {timestamp} = item;
if (
parseDate(timestamp) >= params.startTime &&
parseDate(timestamp) <= params.endTime
) {
acc.push(item);
}
return acc;
}, [] as PluginParams[]);
return {metadata, execute};
};
</pre></td></tr></table></pre>
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