feat(linkedin-studio): N16 — out-of-network-andel + patterns-oppdatering + boundary-map [skip-docs]
Reach-splitten (in/out-of-network) er native i LinkedIns post-analytics siden juni 2026, men vises som PROSENT og finnes ikke i CSV-eksporten. Planen antok to manuelle antall; verifiseringen viste prosent, så modellen er ett felt — outOfNetworkPct — og in-network er komplementet. - parseOptionalPercent: egen parser, ikke parseOptionalCount. Komma er desimal (36,5 -> 36.5, aldri 365), og verdi >100 avvises: i én kolonne kan ikke et absolutt antall skilles fra en andel, så svaret er unknown, ikke en gjetning. Blank/ikke-numerisk/negativ -> unknown; ekte 0 beholdes. - Ett lagret halvpart, kryssjekket: In-network godtas og lagres som komplement; et transkribert par som ikke summerer til ~100 (±1 avrunding) forkastes som unknown i stedet for å bli halvveis trodd. - weightedOutOfNetworkPct: impressions-vektet roll-up (avgOutOfNetworkPct, uke + måned). Flatt snitt lar en 50-visnings-post slå en på 10 000; poster uten avlesning ekskluderes, og null vekt gir undefined — aldri 0, aldri NaN. - Reach inngår ALDRI i engagementRate (distribusjon != engasjement). Rapporten leser den som akvisisjon (ut) vs resonans (inn), og sier «ikke ført for denne perioden» framfor å estimere. En reach-innsikt går inn i N15s do-next-kanal. - Step 7c (A2-F11): rapporten tilbyr diff mot brukerens engagement-patterns.md med eksplisitt go — aldri stille skriving, aldri inn i den shippede malen. - Boundary-map (E#9): dwell eksplisitt umålbar, saves partner-gated, reach native men CSV-eksport uverifisert. - Reach-frie importer er byte-identiske med før, på skjerm og på disk. TDD: rødt bevist først (10 feilende), analytics 119 -> 144 tester, tsc ren. test-runner 232 -> 247 (Section 16w, gulv 213 -> 228). Alle suiter grønne. CHANGELOG: N15-oppføringen manglet og er backfilt sammen med N16. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01QxvWAjte7vPcF79QeSRvRJ
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21 changed files with 841 additions and 13 deletions
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@ -191,3 +191,189 @@ describe("Saves (manual-entry, optional)", () => {
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);
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});
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});
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/**
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* Out-of-network reach (manual-entry, optional) — N16.
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*
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* LinkedIn surfaces the in-network/out-of-network split natively in post
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* analytics (Discovery section, under Impressions; progressive global rollout
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* from June 2026) as a PERCENTAGE split — not as two absolute counts, and not
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* in the CSV export. So the ingest is a percent cell the operator transcribes,
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* and the stored field is a single share: `outOfNetworkPct`. In-network is its
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* complement by definition, so storing both halves would only invite a
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* self-contradicting record.
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*/
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describe("Out-of-network reach (manual-entry, optional)", () => {
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it("should parse an Out-of-network percent cell written with a % suffix", () => {
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const filePath = join(fixturesDir, "reach-export.csv");
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const batch = parseLinkedInCSV(filePath, "reach-export.csv");
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assert.equal(batch.postCount, 4, "Should have 4 posts");
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assert.equal(
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batch.posts[0].metrics.outOfNetworkPct,
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37,
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"'37%' must parse to the number 37"
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);
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});
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it("should leave outOfNetworkPct undefined when the cell is blank (unknown != zero)", () => {
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const filePath = join(fixturesDir, "reach-export.csv");
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const batch = parseLinkedInCSV(filePath, "reach-export.csv");
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assert.equal(
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batch.posts[1].metrics.outOfNetworkPct,
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undefined,
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"Blank Out-of-network cell must stay undefined, never coerced to 0"
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);
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});
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it("should treat an explicit '0' as a genuine zero share (nothing left the network)", () => {
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const filePath = join(fixturesDir, "reach-export.csv");
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const batch = parseLinkedInCSV(filePath, "reach-export.csv");
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assert.equal(
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batch.posts[2].metrics.outOfNetworkPct,
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0,
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"Explicit '0' is a real reading — must stay 0, not collapse to undefined"
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);
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});
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it("should read a European decimal comma as a decimal, not a thousands separator", () => {
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const filePath = join(fixturesDir, "reach-export.csv");
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const batch = parseLinkedInCSV(filePath, "reach-export.csv");
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// A share never carries a thousands separator, so "36,5" is 36.5 percent.
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// parseOptionalCount's US-thousands rule would read this as 365 — wrong here.
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assert.equal(
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batch.posts[3].metrics.outOfNetworkPct,
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36.5,
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"'36,5' must parse to 36.5 percent, never 365"
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);
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});
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it("should leave outOfNetworkPct undefined for a standard export with no reach column (backward-compat)", () => {
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const filePath = join(fixturesDir, "sample-export.csv");
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const batch = parseLinkedInCSV(filePath, "sample-export.csv");
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for (const post of batch.posts) {
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assert.equal(
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post.metrics.outOfNetworkPct,
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undefined,
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"Existing CSV exports without a reach column must round-trip unchanged"
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);
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}
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});
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it("should leave outOfNetworkPct undefined for a non-numeric cell (unknown, never 0)", () => {
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const filePath = join(fixturesDir, "reach-edge-export.csv");
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const batch = parseLinkedInCSV(filePath, "reach-edge-export.csv");
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assert.equal(
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batch.posts[0].metrics.outOfNetworkPct,
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undefined,
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"Non-numeric reach cell must stay undefined — never coerced to 0"
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);
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});
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it("should refuse a value above 100 — a count and a share are undecidable in one column", () => {
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const filePath = join(fixturesDir, "reach-edge-export.csv");
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const batch = parseLinkedInCSV(filePath, "reach-edge-export.csv");
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// "1234" in a share column is almost certainly an absolute impression count.
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// We cannot tell which, so the honest answer is unknown — never a guess.
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assert.equal(
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batch.posts[1].metrics.outOfNetworkPct,
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undefined,
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"A share above 100 must stay undefined, never stored as-is"
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);
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});
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it("should leave outOfNetworkPct undefined for a negative cell", () => {
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const filePath = join(fixturesDir, "reach-edge-export.csv");
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const batch = parseLinkedInCSV(filePath, "reach-edge-export.csv");
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assert.equal(
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batch.posts[2].metrics.outOfNetworkPct,
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undefined,
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"A negative share is not a real reading — must stay undefined"
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);
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});
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it("should accept exactly 100 as a real reading (the boundary is inclusive)", () => {
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const filePath = join(fixturesDir, "reach-edge-export.csv");
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const batch = parseLinkedInCSV(filePath, "reach-edge-export.csv");
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assert.equal(
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batch.posts[3].metrics.outOfNetworkPct,
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100,
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"100 percent out-of-network is possible and must be kept"
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);
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});
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it("should derive outOfNetworkPct from an In-network column as its complement", () => {
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const filePath = join(fixturesDir, "reach-in-network-export.csv");
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const batch = parseLinkedInCSV(filePath, "reach-in-network-export.csv");
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// The operator transcribed the other half of the same split.
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assert.equal(
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batch.posts[0].metrics.outOfNetworkPct,
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37,
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"'In-network 63%' must store out-of-network 37"
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);
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assert.equal(
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batch.posts[1].metrics.outOfNetworkPct,
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undefined,
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"A blank In-network cell leaves neither half known"
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);
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});
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it("should keep the out-of-network half when both columns agree", () => {
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const filePath = join(fixturesDir, "reach-both-export.csv");
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const batch = parseLinkedInCSV(filePath, "reach-both-export.csv");
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assert.equal(
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batch.posts[0].metrics.outOfNetworkPct,
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37,
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"63 + 37 = 100 is consistent — keep the out-of-network reading"
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);
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});
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it("should refuse a contradictory split rather than pick a half", () => {
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const filePath = join(fixturesDir, "reach-both-export.csv");
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const batch = parseLinkedInCSV(filePath, "reach-both-export.csv");
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// 63 + 20 = 83. One of the two cells is a misreading and we cannot tell
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// which, so the record stays unknown instead of silently trusting one.
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assert.equal(
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batch.posts[1].metrics.outOfNetworkPct,
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undefined,
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"A split that does not sum to ~100 must stay undefined"
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);
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});
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it("should tolerate one point of rounding slack between the two halves", () => {
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const filePath = join(fixturesDir, "reach-both-export.csv");
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const batch = parseLinkedInCSV(filePath, "reach-both-export.csv");
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// 62 + 37 = 99: the UI rounds each half independently, so a one-point gap
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// is rounding, not a misreading.
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assert.equal(
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batch.posts[2].metrics.outOfNetworkPct,
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37,
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"A 99 or 101 sum is rounding slack — keep the out-of-network reading"
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);
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});
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it("should NOT fold out-of-network reach into engagementRate", () => {
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const filePath = join(fixturesDir, "reach-export.csv");
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const batch = parseLinkedInCSV(filePath, "reach-export.csv");
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// Row 1: (100+30+15+200)/5000 * 100 = 6.9. Reach is a distribution signal,
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// not engagement — it must not touch the rate.
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const expectedRate = ((100 + 30 + 15 + 200) / 5000) * 100;
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assert.ok(
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Math.abs(batch.posts[0].metrics.engagementRate - expectedRate) < 0.01,
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`engagementRate should exclude reach (~${expectedRate}), got ${batch.posts[0].metrics.engagementRate}`
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);
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});
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});
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