GenerAI / worldmonitor /scripts /_conflict-hapi.mjs
amogaddy's picture
Integra World Monitor (AGPL-3.0, self-hosted) nello Space: pagina, menu, e arricchimento notizie per la AI (part 4)
ee888e1 verified
Raw
History Blame Contribute Delete
13.4 kB
import Papa from 'papaparse';
import {
CHROME_UA,
loadSharedConfig,
} from './_seed-utils.mjs';
export const HAPI_PAGE_LIMIT = 10_000;
export const HAPI_MAX_PAGES = 3;
export const HAPI_HDX_PACKAGE_URL = 'https://data.humdata.org/api/3/action/package_show?id=hdx-hapi-conflict-event';
const HAPI_HDX_METADATA_MAX_RESPONSE_BYTES = 2 * 1024 * 1024;
export const HAPI_HDX_MAX_RESPONSE_BYTES = 64 * 1024 * 1024;
export const HAPI_HDX_METADATA_TIMEOUT_MS = 60_000;
// The official annual CSV is currently about 18.7 MB and has taken longer
// than 60 seconds to transfer. Keep the stream bounded by bytes, but allow
// enough time for a legitimate snapshot to finish.
export const HAPI_HDX_SNAPSHOT_TIMEOUT_MS = 120_000;
const ISO2_TO_ISO3 = loadSharedConfig('iso2-to-iso3.json');
const ISO3_TO_ISO2 = new Map(
Object.entries(ISO2_TO_ISO3).map(([iso2, iso3]) => [String(iso3).toUpperCase(), iso2]),
);
const HAPI_COUNTRY_NAMES = new Intl.DisplayNames(['en'], { type: 'region' });
function previousMonthStart(nowMs) {
const now = new Date(nowMs);
return new Date(Date.UTC(now.getUTCFullYear(), now.getUTCMonth() - 1, 1))
.toISOString()
.slice(0, 10);
}
export function hapiCountryCodeForIso3(value) {
return ISO3_TO_ISO2.get(String(value || '').toUpperCase());
}
export function buildHapiConflictEventsUrl({
nowMs = Date.now(),
offset = 0,
countryCode,
adminLevel = '0',
} = {}) {
const url = new URL('https://hapi.humdata.org/api/v2/coordination-context/conflict-events');
url.searchParams.set('output_format', 'json');
if (adminLevel != null) url.searchParams.set('admin_level', String(adminLevel));
url.searchParams.set('start_date', previousMonthStart(nowMs));
url.searchParams.set('limit', String(HAPI_PAGE_LIMIT));
url.searchParams.set('offset', String(offset));
if (countryCode) {
const iso3 = ISO2_TO_ISO3[countryCode];
if (!iso3) throw new Error(`No ISO3 mapping for HAPI country ${countryCode}`);
url.searchParams.set('location_code', iso3);
}
return url.toString();
}
function hapiHdxError(message, {
status,
reasonCode = 'HDX_FETCH_FAILED',
} = {}) {
return Object.assign(new Error(message), {
...(status != null ? { status } : {}),
reasonCode,
});
}
function hapiHdxResourceUrl(resource) {
let url;
try {
url = new URL(String(resource?.url || ''));
} catch {
throw hapiHdxError('HAPI HDX snapshot resource has an invalid URL', {
reasonCode: 'HDX_RESOURCE_INVALID',
});
}
if (url.protocol !== 'https:' || url.hostname !== 'data.humdata.org') {
throw hapiHdxError(`HAPI HDX snapshot resource uses an unexpected origin: ${url.origin}`, {
reasonCode: 'HDX_RESOURCE_INVALID',
});
}
return url.toString();
}
export function selectHapiHdxCsvResources(resources, { nowMs = Date.now() } = {}) {
const startYear = Number(previousMonthStart(nowMs).slice(0, 4));
const currentYear = new Date(nowMs).getUTCFullYear();
const selected = [];
for (let year = startYear; year <= currentYear; year += 1) {
const yearPattern = new RegExp(`(?:^|[_-])${year}\\.csv$`, 'i');
const candidates = (Array.isArray(resources) ? resources : [])
.filter((resource) => {
if (String(resource?.format || '').toUpperCase() !== 'CSV') return false;
const name = String(resource?.name || '');
let pathname = '';
try {
pathname = new URL(String(resource?.url || '')).pathname;
} catch {
// The selected resource is validated below; malformed non-matches can
// be ignored while looking for the requested annual snapshot.
}
return yearPattern.test(name) || yearPattern.test(pathname);
})
.sort((left, right) => String(right?.last_modified || '').localeCompare(
String(left?.last_modified || ''),
));
if (candidates.length === 0 && year === startYear) {
throw hapiHdxError(`HAPI HDX snapshot has no CSV resource for ${year}`, {
reasonCode: 'HDX_RESOURCE_NOT_FOUND',
});
}
// At the start of January, HDX can legitimately still expose only the
// prior-year file. It contains the previous month requested by the API
// contract, so use it until the new annual resource appears.
if (candidates.length === 0) continue;
selected.push({
year,
url: hapiHdxResourceUrl(candidates[0]),
});
}
return selected;
}
export async function readBoundedHapiHdxText(response, maxResponseBytes) {
const contentLength = response.headers.get('content-length');
if (
contentLength != null
&& Number.isFinite(Number(contentLength))
&& Number(contentLength) > maxResponseBytes
) {
throw hapiHdxError(
`HAPI HDX response exceeds ${maxResponseBytes} bytes`,
{ status: response.status, reasonCode: 'RESPONSE_TOO_LARGE' },
);
}
if (!response.body?.getReader) {
const body = await response.arrayBuffer();
if (body.byteLength > maxResponseBytes) {
throw hapiHdxError(
`HAPI HDX response exceeds ${maxResponseBytes} bytes`,
{ status: response.status, reasonCode: 'RESPONSE_TOO_LARGE' },
);
}
return new TextDecoder().decode(body);
}
const reader = response.body.getReader();
const chunks = [];
let totalBytes = 0;
try {
while (true) {
const { done, value } = await reader.read();
if (done) break;
totalBytes += value.byteLength;
if (totalBytes > maxResponseBytes) {
await reader.cancel().catch(() => {});
throw hapiHdxError(
`HAPI HDX response exceeds ${maxResponseBytes} bytes`,
{ status: response.status, reasonCode: 'RESPONSE_TOO_LARGE' },
);
}
chunks.push(Buffer.from(value));
}
} finally {
reader.releaseLock();
}
return Buffer.concat(chunks, totalBytes).toString('utf8');
}
export function parseHapiHdxConflictCsv(
csvText,
{ nowMs = Date.now(), countryCodes = Object.keys(ISO2_TO_ISO3) } = {},
) {
const earliestPeriod = previousMonthStart(nowMs);
const targetIso3 = new Set(
countryCodes
.map((countryCode) => ISO2_TO_ISO3[countryCode])
.filter(Boolean)
.map((countryCode) => String(countryCode).toUpperCase()),
);
const rows = [];
const parseErrors = [];
const parsed = Papa.parse(String(csvText || ''), {
header: true,
skipEmptyLines: 'greedy',
transformHeader: (header) => header.replace(/^\ufeff/, '').trim(),
step: (result) => {
if (Array.isArray(result.errors) && result.errors.length > 0) {
parseErrors.push(...result.errors.slice(0, 5 - parseErrors.length));
}
const row = result.data;
const locationCode = String(row?.location_code || '').toUpperCase();
if (!targetIso3.has(locationCode)) return;
if (String(row?.reference_period_start || '') < earliestPeriod) return;
rows.push(row);
},
});
const requiredFields = [
'location_code',
'admin_level',
'event_type',
'events',
'fatalities',
'reference_period_start',
];
const fields = new Set(parsed.meta?.fields || []);
const missingFields = requiredFields.filter((field) => !fields.has(field));
if (missingFields.length > 0 || parseErrors.length > 0) {
const details = missingFields.length > 0
? `missing fields: ${missingFields.join(', ')}`
: parseErrors[0].message;
throw hapiHdxError(`HAPI HDX CSV is invalid (${details})`, {
reasonCode: 'HDX_CSV_INVALID',
});
}
return rows;
}
export async function fetchHapiHdxSnapshotRows({
fetchFn = (...args) => globalThis.fetch(...args),
nowMs = Date.now(),
countryCodes = Object.keys(ISO2_TO_ISO3),
createTimeoutSignal = (timeoutMs) => AbortSignal.timeout(timeoutMs),
} = {}) {
const requestOptions = (accept, timeoutMs) => ({
headers: {
Accept: accept,
'User-Agent': CHROME_UA,
},
signal: createTimeoutSignal(timeoutMs),
});
const metadataResponse = await fetchFn(
HAPI_HDX_PACKAGE_URL,
requestOptions('application/json', HAPI_HDX_METADATA_TIMEOUT_MS),
);
if (!metadataResponse.ok) {
throw hapiHdxError(`HAPI HDX metadata request failed: HTTP ${metadataResponse.status}`, {
status: metadataResponse.status,
reasonCode: `HDX_HTTP_${metadataResponse.status}`,
});
}
const metadataText = await readBoundedHapiHdxText(
metadataResponse,
HAPI_HDX_METADATA_MAX_RESPONSE_BYTES,
);
let metadata;
try {
metadata = JSON.parse(metadataText);
} catch {
throw hapiHdxError('HAPI HDX metadata response is not valid JSON', {
reasonCode: 'HDX_METADATA_INVALID',
});
}
if (metadata?.success !== true || !Array.isArray(metadata?.result?.resources)) {
throw hapiHdxError('HAPI HDX metadata response is missing resources', {
reasonCode: 'HDX_METADATA_INVALID',
});
}
const resources = selectHapiHdxCsvResources(metadata.result.resources, { nowMs });
const rows = [];
for (const resource of resources) {
const response = await fetchFn(
resource.url,
requestOptions('text/csv', HAPI_HDX_SNAPSHOT_TIMEOUT_MS),
);
if (!response.ok) {
throw hapiHdxError(
`HAPI HDX ${resource.year} snapshot request failed: HTTP ${response.status}`,
{
status: response.status,
reasonCode: `HDX_HTTP_${response.status}`,
},
);
}
const contentType = String(response.headers.get('content-type') || '').toLowerCase();
if (contentType.includes('text/html')) {
throw hapiHdxError(`HAPI HDX ${resource.year} snapshot returned HTML`, {
status: response.status,
reasonCode: 'HDX_CSV_INVALID',
});
}
const csvText = await readBoundedHapiHdxText(response, HAPI_HDX_MAX_RESPONSE_BYTES);
rows.push(...parseHapiHdxConflictCsv(csvText, { nowMs, countryCodes }));
}
return rows;
}
export function hapiHdxFailureReason(error) {
const seen = new Set();
let reasonCode;
let sawTimeout = false;
let sawDns = false;
let current = error;
while (current && typeof current === 'object' && !seen.has(current)) {
seen.add(current);
reasonCode ||= current.reasonCode;
sawTimeout ||= (
current.name === 'TimeoutError'
|| current.name === 'AbortError'
|| current.code === 'ETIMEDOUT'
|| current.code === 'UND_ERR_CONNECT_TIMEOUT'
|| current.code === 'UND_ERR_HEADERS_TIMEOUT'
|| current.code === 'UND_ERR_BODY_TIMEOUT'
);
sawDns ||= current.code === 'ENOTFOUND' || current.code === 'EAI_AGAIN';
current = current.cause;
}
if (reasonCode) return reasonCode;
if (sawTimeout) return 'HDX_TIMEOUT';
if (sawDns) return 'HDX_DNS_ERROR';
return 'HDX_FETCH_FAILED';
}
function finiteCount(value) {
const parsed = Number(value);
return Number.isFinite(parsed) ? parsed : 0;
}
export function aggregateHapiConflictEvents(
records,
{ nowMs = Date.now(), countryCodes = Object.keys(ISO2_TO_ISO3) } = {},
) {
const targetCountries = new Set(countryCodes);
const aggregates = new Map();
for (const row of Array.isArray(records) ? records : []) {
const countryCode = hapiCountryCodeForIso3(row?.location_code);
if (!countryCode || !targetCountries.has(countryCode)) continue;
const referencePeriod = String(row?.reference_period_start || '');
if (!referencePeriod) continue;
const parsedAdminLevel = Number(row?.admin_level ?? 0);
const adminLevel = Number.isFinite(parsedAdminLevel) ? parsedAdminLevel : 0;
let aggregate = aggregates.get(countryCode);
if (
!aggregate
|| referencePeriod > aggregate.referencePeriod
|| (referencePeriod === aggregate.referencePeriod && adminLevel > aggregate.adminLevel)
) {
aggregate = {
referencePeriod,
adminLevel,
countryName: String(
row?.location_name
|| HAPI_COUNTRY_NAMES.of(countryCode)
|| countryCode,
),
eventsTotal: 0,
eventsPV: 0,
eventsCT: 0,
eventsDem: 0,
fatalitiesPV: 0,
fatalitiesCT: 0,
};
aggregates.set(countryCode, aggregate);
}
if (
referencePeriod !== aggregate.referencePeriod
|| adminLevel !== aggregate.adminLevel
) continue;
const eventType = String(row?.event_type || '').toLowerCase();
const events = finiteCount(row?.events);
const fatalities = finiteCount(row?.fatalities);
aggregate.eventsTotal += events;
if (eventType === 'political_violence') {
aggregate.eventsPV += events;
aggregate.fatalitiesPV += fatalities;
} else if (eventType === 'civilian_targeting') {
aggregate.eventsCT += events;
aggregate.fatalitiesCT += fatalities;
} else if (eventType === 'demonstration') {
aggregate.eventsDem += events;
}
}
const results = {};
for (const [countryCode, aggregate] of aggregates) {
results[countryCode] = {
summary: {
countryCode,
countryName: aggregate.countryName,
conflictEventsTotal: aggregate.eventsTotal,
conflictPoliticalViolenceEvents: aggregate.eventsPV + aggregate.eventsCT,
conflictFatalities: aggregate.fatalitiesPV + aggregate.fatalitiesCT,
referencePeriod: aggregate.referencePeriod,
conflictDemonstrations: aggregate.eventsDem,
updatedAt: nowMs,
},
};
}
return results;
}