feat(usage): aggregate TokenTracker sessions by model and per task
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namespace ClaudeDo.Worker.Usage.TokenTracker;
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public sealed record TokenTrackerTotals(long TotalTokens, double CostUsd, int Sessions);
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/// <summary>
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/// Pure aggregation over a parsed export. One fetch covers the whole history — <c>--from</c> and
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/// <c>--to</c> are accepted by the CLI but do <b>not</b> filter its output (measured against
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/// v0.88.4: identical 886 rows with and without a range) — so filtering here is load-bearing, and
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/// switching the range in the UI costs nothing.
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/// </summary>
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public static class TokenTrackerAggregator
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{
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public const string ScopeClaudeDo = "claudedo";
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public const string ScopeOther = "other";
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public static IReadOnlyList<TokenTrackerModelRow> ByModel(
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IReadOnlyList<TokenTrackerSession> sessions,
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DateOnly from,
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DateOnly to,
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ISet<string> claudeDoHashes)
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{
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var buckets = new Dictionary<(DateOnly Date, string Model, string Scope), Accumulator>();
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foreach (var session in InRange(sessions, from, to))
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{
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var key = (
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DateOf(session),
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session.Model,
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claudeDoHashes.Contains(session.SessionHash) ? ScopeClaudeDo : ScopeOther);
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if (!buckets.TryGetValue(key, out var acc))
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{
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acc = new Accumulator();
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buckets[key] = acc;
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}
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acc.Input += session.InputTokens;
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acc.Output += session.OutputTokens;
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acc.CacheRead += session.CacheReadTokens;
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acc.CacheCreation += session.CacheCreationTokens;
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acc.Cost += session.CostUsd;
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acc.Sessions++;
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}
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return buckets
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.Select(kv => new TokenTrackerModelRow(
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kv.Key.Date, kv.Key.Model, kv.Key.Scope,
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kv.Value.Input, kv.Value.Output, kv.Value.CacheRead, kv.Value.CacheCreation,
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kv.Value.Sessions, kv.Value.Cost))
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.OrderBy(r => r.Date).ThenBy(r => r.Model).ThenBy(r => r.Scope)
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.ToList();
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}
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/// <summary>Cost and efficiency for one task, given the session ids of its runs. Null when
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/// none of them appear in the export — the caller then shows tokens without cost. Several
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/// export rows can share one session hash (they are disjoint segments of the same session),
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/// so summing every match is correct rather than double-counting.</summary>
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public static TokenTrackerTaskExtras? ForSessions(
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IReadOnlyList<TokenTrackerSession> sessions,
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IEnumerable<string?> sessionIds)
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{
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var wanted = sessionIds
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.Select(SessionHash.ForClaudeSession)
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.Where(h => h is not null)
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.ToHashSet()!;
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if (wanted.Count == 0) return null;
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var matched = sessions.Where(s => wanted.Contains(s.SessionHash)).ToList();
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if (matched.Count == 0) return null;
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return new TokenTrackerTaskExtras(
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CostUsd: matched.Sum(s => s.CostUsd),
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Retries: matched.Sum(s => s.RetryTurns),
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Productive: matched.Any(s => s.Productive),
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OneShot: matched.All(s => s.OneShot));
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}
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public static TokenTrackerTotals Totals(
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IReadOnlyList<TokenTrackerSession> sessions, DateOnly from, DateOnly to)
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{
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var inRange = InRange(sessions, from, to).ToList();
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return new TokenTrackerTotals(
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TotalTokens: inRange.Sum(s =>
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s.InputTokens + s.OutputTokens + s.CacheReadTokens + s.CacheCreationTokens),
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CostUsd: inRange.Sum(s => s.CostUsd),
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Sessions: inRange.Count);
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}
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private static IEnumerable<TokenTrackerSession> InRange(
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IReadOnlyList<TokenTrackerSession> sessions, DateOnly from, DateOnly to) =>
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sessions.Where(s => DateOf(s) >= from && DateOf(s) <= to);
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/// <summary>Local start date — the UI's pickers and the old transcript reader both work in
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/// local time, so a UTC-based date would shift rows across midnight for the user.</summary>
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private static DateOnly DateOf(TokenTrackerSession session) =>
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DateOnly.FromDateTime(session.StartedAt.LocalDateTime);
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private sealed class Accumulator
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{
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public long Input, Output, CacheRead, CacheCreation;
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public double Cost;
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public int Sessions;
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}
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}
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@@ -0,0 +1,106 @@
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using ClaudeDo.Worker.Usage.TokenTracker;
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namespace ClaudeDo.Worker.Tests.Usage.TokenTracker;
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public sealed class TokenTrackerAggregatorTests
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{
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private static readonly DateOnly RangeStart = new(2026, 8, 20);
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private static readonly DateOnly RangeEnd = new(2026, 8, 21);
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private static IReadOnlyList<TokenTrackerSession> Sessions() =>
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TokenTrackerExportParser.Parse(
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TokenTrackerFixtures.SessionsJson,
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new DateTime(2026, 8, 24, 9, 0, 0, DateTimeKind.Utc))!.Sessions;
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private static HashSet<string> ClaudeDoHashes() =>
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[
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SessionHash.ForClaudeSession(TokenTrackerFixtures.ClaudeDoSessionIdA)!,
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SessionHash.ForClaudeSession(TokenTrackerFixtures.ClaudeDoSessionIdB)!,
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];
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[Fact]
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public void ByModel_ExcludesSessionsOutsideTheRange()
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{
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var rows = TokenTrackerAggregator.ByModel(Sessions(), RangeStart, RangeEnd, ClaudeDoHashes());
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Assert.All(rows, r => Assert.InRange(r.Date, RangeStart, RangeEnd));
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Assert.DoesNotContain(rows, r => r.CostUsd == 99.0);
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}
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[Fact]
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public void ByModel_SplitsClaudeDoFromOther()
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{
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var rows = TokenTrackerAggregator.ByModel(Sessions(), RangeStart, RangeEnd, ClaudeDoHashes());
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var opus = rows.Single(r => r.Model == "claude-opus-5" && r.Scope == "claudedo");
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Assert.Equal(110, opus.InputTokens);
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Assert.Equal(440, opus.OutputTokens);
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Assert.Equal(990, opus.CacheReadTokens);
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Assert.Equal(55, opus.CacheCreationTokens);
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Assert.Equal(2, opus.Sessions);
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Assert.Equal(3.5, opus.CostUsd, 6);
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var sonnet = rows.Single(r => r.Model == "claude-sonnet-5");
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Assert.Equal("other", sonnet.Scope);
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Assert.Equal(0.25, sonnet.CostUsd, 6);
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}
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[Fact]
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public void ByModel_UnknownHash_CountsAsOther()
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{
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var rows = TokenTrackerAggregator.ByModel(Sessions(), RangeStart, RangeEnd, new HashSet<string>());
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Assert.All(rows, r => Assert.Equal("other", r.Scope));
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}
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[Fact]
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public void ByModel_EmptyInput_ReturnsEmpty()
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{
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Assert.Empty(TokenTrackerAggregator.ByModel([], RangeStart, RangeEnd, new HashSet<string>()));
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}
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[Fact]
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public void ForSessions_SumsCostAndRetriesOfMatchingRows()
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{
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var extras = TokenTrackerAggregator.ForSessions(
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Sessions(),
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[TokenTrackerFixtures.ClaudeDoSessionIdA, TokenTrackerFixtures.ClaudeDoSessionIdB]);
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Assert.NotNull(extras);
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Assert.Equal(3.5, extras!.CostUsd, 6);
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Assert.Equal(3, extras.Retries);
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Assert.True(extras.Productive); // A is productive
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Assert.False(extras.OneShot); // B is not one-shot
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}
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[Fact]
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public void ForSessions_SingleOneShotSession_ReportsOneShot()
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{
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var extras = TokenTrackerAggregator.ForSessions(
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Sessions(), [TokenTrackerFixtures.ClaudeDoSessionIdA]);
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Assert.True(extras!.OneShot);
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Assert.Equal(2.5, extras.CostUsd, 6);
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}
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[Fact]
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public void ForSessions_NoMatch_ReturnsNull()
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{
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Assert.Null(TokenTrackerAggregator.ForSessions(Sessions(), ["11111111-2222-3333-4444-555555555555"]));
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}
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[Fact]
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public void ForSessions_BlankIds_ReturnsNull()
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{
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Assert.Null(TokenTrackerAggregator.ForSessions(Sessions(), [null, "", " "]));
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}
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[Fact]
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public void Totals_SumsTokensAndCostInRange()
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{
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var totals = TokenTrackerAggregator.Totals(Sessions(), RangeStart, RangeEnd);
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Assert.Equal(1615, totals.TotalTokens); // 1450 + 145 + 20
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Assert.Equal(3.75, totals.CostUsd, 6);
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}
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}
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