Files
meshtastic-firmware/src/modules/HopScalingModule.h
T
de345939af Automatic variable hop limits based on mesh activity and size estimation (#10176)
* asdf

* Implement SphereOfInfluenceModule for traffic management and eviction tracking

* Implement Sphere of Influence module for dynamic hop limit adjustment and role-based floor

* Update SAMPLING_DENOMINATOR to improve mesh size estimation accuracy

* Add debug logging for scale factor estimation and per-hop node counts in SphereOfInfluenceModule

* Enable variable hop limits and role-based hop floors in Sphere of Influence module

* Respond to copilot review

* Disable variable hop limits and role-based hop floors in Sphere of Influence module

* Apply suggestions from code review

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Implement adaptive sampling for unique node ID tracking in Sphere of Influence module

* Add state persistence for Sphere of Influence module

* Enhance Sphere of Influence module with state management and adaptive sampling adjustments

* Refactor hop scaling functionality: remove SphereOfInfluenceModule and introduce HopScalingModule

- Deleted SphereOfInfluenceModule.h, consolidating its responsibilities into the new HopScalingModule.
- Added HopScalingModule.h and HopScalingModule.cpp to manage hop scaling logic, including eviction tracking and sampling-based mesh size estimation.
- Implemented methods for recording evictions and packet senders, estimating scale factors, and computing required hops based on node activity.
- Introduced state persistence for hop scaling parameters to maintain continuity across reboots.
- Enhanced thread safety and modularity by utilizing concurrency features.

* Guard out STM32. Sowwy.

* Refactor HopScalingModule: enhance sampling logic and improve state management

* Add unit tests for HopScalingModule: implement mock database and various test scenarios

* Refactor test output in HopScalingModule tests: replace printf with TEST_MESSAGE for better integration with Unity

* Refactor HopScalingModule logging: replace lastStatusMode with descriptive mode names for improved readability

* Refactor test_main.cpp: change NodeNum variable to static and improve comments for clarity

* Remove unnecessary delay in setup function for improved test performance

* Add missing include for MeshTypes in test_main.cpp

* Refactor HopScalingModule tests: enhance mesh topology scenarios and improve test clarity

* Update HopScalingModule tests: flesh out node scenarios and improve clarity for dense and sparse mesh cases

* Fix politeness factor calculations in HopScalingModule and update related test scenarios for clarity. Remove outdated design doc.

* Enhance HopScalingModule: add sampled estimate for scaling decisions and refactor initial run state management

* Add sample traffic injection for HopScaling tests to enhance sampledEst visibility

* Enhance HopScalingModule: adjust windowFraction calculation for early triggers and improve test output formatting

* Enhance HopScalingModule: add jitter functionality to sampling denominator and update tests for consistent behavior

* Enhance HopScalingModule: implement adaptive sampling denominator adjustment and add reset functionality for tests

* Enhance HopScalingTestShim: add test-only clock and window helpers, update injectSampleTraffic for adaptive sampling, and improve scenario summary output

* Enhance HopScalingModule: add detailed documentation for functions, improve clarity of jitter and sampling logic, and reset functionality in tests

* Enhance HopScalingModule: add evictionEstimate parameter to estimateScaleFactor and update related logging for improved mesh size estimation

* Enhance HopScalingModule: adjust effective rolls calculation for improved accuracy, add eviction estimate logic, responding to all copilot review points

* Implement CompactHistogram for parallel hop scaling sampling

- Added CompactHistogram class to track node hop distances with bitwise sampling.
- Integrated CompactHistogram into HopScalingModule for independent packet sampling.
- Updated NodeDB to feed both the hop scaling module and the new histogram sampler.
- Enhanced HopScalingModule with methods to sample packets for the histogram and retrieve hop distribution statistics.
- Implemented tests for CompactHistogram functionality, including sampling, window rolling, and adaptive denominator scaling.
- Updated existing tests to validate the integration of the new histogram sampling mechanism.

* Enhance CompactHistogram and HopScalingModule: add per-hop distribution functionality, improve time handling for unit tests, and refine test setup for deterministic behavior

* CompactHistogram: add mesh size estimation, improve entry replacement logic, and update logging for per-hop distribution

* Refactor HopScalingModule and CompactHistogram integration

- Removed the suggestedHopFromCompactHistogram function to streamline hop suggestion logic.
- Updated HopScalingModule to directly utilize CompactHistogram's internal methods for hop suggestions and sampling.
- Enhanced logging in HopScalingModule to provide detailed histogram statistics.
- Modified test cases to ensure comprehensive coverage of new histogram behaviors and sampling logic.
- Improved node ID distribution in tests to better exercise sampling mechanisms.
- Ensured that filtering denominators are held for 12 hours before dropping, enhancing stability in sampling.

* Refactor CompactHistogram to support 13-hour activity tracking and introduce politeness regimes

- Updated the bitfield structure to accommodate 13-hour seen tracking.
- Changed the logic in rollHour() to analyze activity over the last 0-2 hours vs. 1-3 hours for politeness factor calculation.
- Introduced three politeness levels: GENEROUS, DEFAULT, and STRICT based on recent activity ratios.
- Adjusted filtering and sampling logic to reflect the new 13-hour tracking period.
- Updated unit tests to validate new behavior and ensure proper functionality of politeness regimes.

* Enhance CompactHistogram and HopScalingModule for improved sampling and decision-making

- Introduced a session-specific hash seed in CompactHistogram to reduce bias in node ID sampling.
- Updated sampling logic to use hashed node IDs instead of raw IDs for filtering and entry management.
- Added histogram rollover tracking in HopScalingModule to ensure proper decision-making after initial data collection.
- Adjusted logging to reflect the active state of the histogram and its comparison with NodeDB advisory hops.
- Enhanced unit tests to validate new sampling logic and memory layout changes.

* Expose hashNodeId for testing in CompactHistogram

* Add mesh trend statistics to CompactHistogram for enhanced activity tracking

* Implement histogram state persistence in CompactHistogram with save and load functions

* Refactor CompactHistogram to improve entry management and enhance rollHour logging

* feat: add HopScalingModule for adaptive hop limit recommendations

Introduces HopScalingModule, a sampled hop-distance histogram that
recommends the minimum hop limit needed to reach ~40 nodes, and
automatically reducing the hops as the mesh grows.

Key design:
- 512-byte packed histogram (128 × 4-byte Record entries) embedded
   in a new HopScalingModule.
- Each Record: 16-bit node hash, 3-bit hop distance, 13-bit seen bitmap
- Sampling filter: only nodes where (hash & (denom-1)) == 0 are kept;
  denominator doubles on overflow and halves when utilisation is low
- Hourly rollHour(): tallies per-hop counts, walks scaled buckets to
  find the minimum hop satisfying TARGET_AFFECTED_NODES (40), applies a
  politeness extension based on recent/older activity ratio, shifts all
  seen bitmaps, and persists state to /prefs/hopScalingState.bin
- Hop recommendation gated by bootstrap (requires >=1 rollHour before
  overriding HOP_MAX)
- NodeDB calls samplePacketForHistogram() on every non-MQTT rx packet
- Module also estimates total mesh size and logs useful information about
  mesh characteristics.

Changes:
- src/modules/HopScalingModule.h/.cpp: new module
- src/mesh/NodeDB.cpp: wire up samplePacketForHistogram
- src/mesh/Router.cpp: consume getLastRequiredHop()
- test/test_hop_scaling/: 12-test suite covering all mesh topologies and
  anticipated operational requirements

* test: increase run iterations in sparse to dense transition test

* feat: refactor HopScalingModule to use RUNS_PER_HOUR constant and improve logging

* feat: enhance HopScalingModule with filtering denominator management and add tests for state transitions

* refactor: remove CompactHistogram module and related files

* address copilot review comments

* Tweak: packet sampling only lora

* ove role-based hop floor logic and related definitions into the module - keep it in one place.

* Refactor MockNodeDB to use nodeInfoLiteSetBit for MQTT flag setting

* Refactor hop scaling parameters and logic to integer maths and put default values in defaults.h. Small flash size reduction, no functional impact.

* Update unit test preprocessor directives to PIO_UNIT_TESTING for consistency

* refactor: improve test output organization and clarity in hop scaling tests

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
2026-06-04 05:59:49 -05:00

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#pragma once
#include "MeshTypes.h"
#include "concurrency/OSThread.h"
#include "configuration.h"
#include "mesh/Default.h"
#include "mesh/mesh-pb-constants.h"
#include <algorithm>
#include <cstdint>
#include <cstring>
#if HAS_VARIABLE_HOPS
/**
* HopScalingModule: Sampled hop-distance histogram for mesh-aware hop limit recommendations.
*
* Memory layout: 512 bytes total (128 entries × 4 bytes/entry, no padding)
* - 16-bit XOR-fold hash of node ID
* - 3-bit hops away (07)
* - 13-bit hourly seen bitmap
* All three fields are packed into a single 32-bit Record; sizeof(Record) == 4.
*
* Sampling:
* - A node is added only when passesFilter(hashNodeId(nodeId), samplingDenominator),
* i.e. (hash16(nodeId) & (samplingDenominator 1)) == 0 (hash-space subsample, not raw ID)
* - samplingDenominator starts at 1 (sample all), doubles when the list exceeds FILL_HIGH_PCT
* - filteringDenominator tracks samplingDenominator upward immediately but does not drop back
* down until FILTER_DENOM_HOLD_MS (13 h) have elapsed since the last scale-up
*
* Hourly rollover (rollHour()):
* - Summarises per-hop node counts for entries matching filteringDenominator and seen in the
* last 13 hours
* - Scales each hop bucket by filteringDenominator and walks the buckets to recommend a hop
* limit, matching the same algorithm used in HopScalingModule
* - Shifts the 13-bit seen bitmap left by one slot to open a fresh slot for the new hour;
* nodes not seen in 13 consecutive hours have all seen bits cleared (stale)
* - Checks for scale-down: if fewer than FILL_LOW_PCT of capacity pass filteringDenominator,
* samplingDenominator is halved (filteringDenominator is held until the 13-h lock expires)
*
* Thread-safety: all access is single-threaded via the main loop cooperative scheduler.
*/
struct Record {
uint32_t nodeHash : 16;
uint32_t hops_away : 3;
uint32_t seenHoursAgo : 13;
};
static_assert(sizeof(Record) == 4);
class HopScalingModule : private concurrency::OSThread
{
public:
// -----------------------------------------------------------------------
// Capacity and memory layout
// -----------------------------------------------------------------------
static constexpr size_t CAPACITY = 128;
static constexpr size_t ENTRY_BYTES = sizeof(Record);
static constexpr size_t TOTAL_BYTES = CAPACITY * ENTRY_BYTES;
// Denominator limits (must be powers of 2)
static constexpr uint8_t DENOM_MIN = 1;
static constexpr uint8_t DENOM_MAX = 128;
static constexpr uint8_t MAX_HOP = 7;
// Fill-level thresholds (percent of CAPACITY)
static constexpr uint8_t FILL_HIGH_PCT = 80;
static constexpr uint8_t FILL_LOW_PCT = 20;
// How long filteringDenominator is held at an elevated level before it may drop.
//
// This value is deliberately equal to the seenHoursAgo window (13 hours / 13 bits).
// Invariant: every entry that existed when a scale-up fired had seenHoursAgo != 0 at
// that moment (trimIfNeeded() evicts stale entries before doubling the denominator),
// so it remains seenInLast13h for at most 13 more rollHour() calls — exactly the
// hold duration. That means entries from the scale-up event keep counts.total above
// the scale-down threshold for the entire hold period under normal (active) mesh
// conditions. On a genuinely quieting mesh the scale-down CAN fire before the hold
// expires — each firing halves samplingDenominator but filteringDenominator stays
// elevated, so the hop recommendation correctly stays conservative (MAX_HOP) while
// the cascade runs. The cascade is bounded at DENOM_MIN (7 halvings from DENOM_MAX);
// when the hold finally expires, step 5 of rollHour() halves filteringDenominator
// once per hour (rather than jumping directly to samplingDenominator) until the two
// converge, giving the hop-walk a gradual, 1-step-per-hour descent.
static constexpr uint32_t FILTER_DENOM_HOLD_MS = 13UL * 60UL * 60UL * 1000UL; // 13 h (documentation only)
// Number of rollHour() calls the hold spans — equals the seenHoursAgo window width.
// filteringDenomHoldRollsRemaining is initialised to this value on scale-up and
// decremented once per rollHour(); step-down begins when it reaches zero.
static constexpr uint8_t FILTER_DENOM_HOLD_ROLLS = 13u;
// Hop-walk: target cumulative affected-node count when choosing a hop limit
static constexpr uint16_t TARGET_AFFECTED_NODES = default_hop_scaling_min_target_nodes;
// Clamp bounds enforced on min_target_nodes / max_target_nodes
static constexpr uint16_t MIN_TARGET_NODES_FLOOR = default_hop_scaling_min_target_nodes_floor;
static constexpr uint16_t MAX_TARGET_NODES_CEILING = default_hop_scaling_max_target_nodes_ceiling;
static constexpr uint16_t MAX_TARGET_NODES = default_hop_scaling_max_target_nodes;
// Politeness factors for the one-hop extension check in the hop walk.
// Stored as integer numerators over POLITENESS_DENOM (4):
// politeLimit = min + gap * politeNumer / POLITENESS_DENOM
// STRICT → min + 25% of gap; DEFAULT → midpoint; GENEROUS → max
static constexpr uint8_t POLITENESS_DENOM = 4u;
static constexpr uint8_t POLITENESS_GENEROUS = 4u; // 4/4 = 1.00
static constexpr uint8_t POLITENESS_DEFAULT = 2u; // 2/4 = 0.50
static constexpr uint8_t POLITENESS_STRICT = 1u; // 1/4 = 0.25
// Activity weight thresholds (ratio of 0-2 h window vs 1-3 h window).
// Cross-multiply form: recent * ACTIVITY_WEIGHT_SCALE vs older * threshold_numer.
// GENEROUS if recent*10 < older*9 (ratio < 0.9); STRICT if recent*10 > older*12 (ratio > 1.2)
static constexpr uint8_t ACTIVITY_WEIGHT_SCALE = 10u;
static constexpr uint8_t ACTIVITY_WEIGHT_GENEROUS_MAX_NUMER = 9u;
static constexpr uint8_t ACTIVITY_WEIGHT_STRICT_MIN_NUMER = 12u;
// Scheduling: number of 5-minute runOnce() ticks that make up one hourly rollover
static constexpr uint8_t RUNS_PER_HOUR = 12;
// -----------------------------------------------------------------------
// Types
// -----------------------------------------------------------------------
/// Per-hop node counts produced at each hourly rollover.
struct PerHopCounts {
uint16_t perHop[MAX_HOP + 1] = {};
uint16_t total = 0;
};
/// Mesh activity trend stats produced at each hourly rollover.
/// All counts are scaled by filteringDenominator (i.e. estimated full-mesh population).
///
/// Bitmap interpretation (before the hourly shift): bit 0 = just-completed hour, bit 12 = 12 h ago.
struct MeshTrendStats {
/// Estimated node count per hour slot (h=0 is the just-completed hour, h=12 is 12 h ago).
uint16_t scaledPerHour[13] = {};
/// Nodes heard only this hour with no prior bitmap history — indicates new arrivals.
uint16_t newThisHour = 0;
/// Nodes heard this hour that also appeared in at least one older hour — stable regulars.
uint16_t returningThisHour = 0;
/// Nodes heard last hour but silent this hour — potential departures.
uint16_t lapsedSinceLastHour = 0;
/// Nodes absent from the last 4 hours but still present in some older hour (513 h) — quieting down.
uint16_t olderThan4h = 0;
/// Nodes whose only remaining history is the 13th hour (bit 12 only) — about to age out entirely.
uint16_t agingOut = 0;
};
// -----------------------------------------------------------------------
// Lifecycle
// -----------------------------------------------------------------------
HopScalingModule();
~HopScalingModule() = default;
/// Reset all entries and state.
void clear();
// -----------------------------------------------------------------------
// Core API
// -----------------------------------------------------------------------
/// Record a received packet.
/// Adds or updates an entry when passesFilter(hashNodeId(nodeId), samplingDenominator),
/// i.e. when the 16-bit XOR-fold hash of the node ID falls in the 1/samplingDenominator
/// subsample of the hash space. This is NOT a raw nodeId modulo check.
/// Marks the current hour as seen and updates the stored hop count to the last observed value.
/// Triggers a trim pass if the list exceeds FILL_HIGH_PCT after the insertion.
void samplePacketForHistogram(uint32_t nodeId, uint8_t hopCount);
// -----------------------------------------------------------------------
// Accessors
// -----------------------------------------------------------------------
uint8_t getLastRequiredHop() const { return lastRequiredHop; }
uint8_t getEntryCount() const { return count; }
uint8_t getFillPercentage() const { return static_cast<uint8_t>((static_cast<uint16_t>(count) * 100u) / CAPACITY); }
uint8_t getSamplingDenominator() const { return samplingDenominator; }
uint8_t getFilteringDenominator() const { return filteringDenominator; }
float getPoliteness() const { return lastPoliteNumer / static_cast<float>(POLITENESS_DENOM); }
const PerHopCounts &getLastPerHopCounts() const { return lastPerHopCounts; }
uint8_t getLastSuggestedHop() const { return lastSuggestedHop; }
const MeshTrendStats &getLastTrendStats() const { return lastTrendStats; }
// Compatibility accessors used by tests
uint8_t getCompactHistogramEntryCount() const { return getEntryCount(); }
uint8_t getCompactHistogramDenominator() const { return getSamplingDenominator(); }
uint8_t getCompactHistogramFilterDenominator() const { return getFilteringDenominator(); }
uint8_t getCompactHistogramSuggestedHop() const { return getLastSuggestedHop(); }
size_t getCompactHistogramAllSampleCount() const { return getEntryCount(); }
/// Force both sampling and filtering denominators to a specific value.
/// Intended for unit tests that need a deterministic starting denominator.
void setSamplingDenominator(uint8_t d)
{
samplingDenominator = (d < DENOM_MIN) ? DENOM_MIN : (d > DENOM_MAX ? DENOM_MAX : d);
filteringDenominator = samplingDenominator;
filteringDenomHoldRollsRemaining = 0;
}
#ifdef PIO_UNIT_TESTING
// Writable from tests as HopScalingModule::s_testNowMs; drives nowMs() in PIO_UNIT_TESTING builds.
inline static uint32_t s_testNowMs = 0;
/// Override the per-session hash seed. Use in tests that need a specific sampling distribution.
void setHashSeed(uint16_t seed) { hashSeed = seed; }
uint16_t getHashSeed() const { return hashSeed; }
/// Expose hashNodeId for tests that need to compute which node IDs pass a given denominator.
uint16_t hashNodeIdPublic(uint32_t nodeId) const { return hashNodeId(nodeId); }
#endif
protected:
int32_t runOnce() override;
private:
#ifdef PIO_UNIT_TESTING
friend class HopScalingTestShim;
#endif
/// Perform hourly rollover.
/// 1. Tallies per-hop counts for entries matching filteringDenominator and seen in 13 h.
/// 2. Walks the scaled hop buckets and returns the recommended hop limit.
/// 3. Logs scaled per-hop counts and recommendation.
/// 4. Checks for scale-down (< FILL_LOW_PCT of capacity pass filteringDenominator).
/// 5. Decrements filteringDenomHoldRollsRemaining (if > 0); once it reaches zero, halves
/// filteringDenominator once toward samplingDenominator per rollHour() call.
/// 6. Shifts all seen bitmaps left by one hour slot.
void rollHour();
// -----------------------------------------------------------------------
// Persistence
// -----------------------------------------------------------------------
/// Persist the histogram state (entries, denominators, hold-timer) to flash.
/// No-op on platforms without a filesystem. Performs a full delete-and-rewrite of
/// the state file on each call; avoid calling more frequently than once per rollHour().
void saveToDisk() const;
/// Restore histogram state from flash. Safe to call even when no file exists.
/// Call once after construction, before the first rollHour(), to warm-start the
/// histogram across reboots without waiting 13 hours for data to re-accumulate.
/// The restored entries are available immediately for sampling, but the first
/// rollHour() (triggered by the second runOnce() tick) is needed before a warm-start
/// recommendation replaces the HOP_MAX boot default.
void loadFromDisk();
/// Remove stale entries (seen-bits all zero) and, if the list is still crowded,
/// double samplingDenominator and filteringDenominator and remove non-matching entries.
void trimIfNeeded();
void logStatusReport(bool didHourlyUpdate) const;
// -----------------------------------------------------------------------
// Histogram storage
// -----------------------------------------------------------------------
Record entries[CAPACITY] = {};
uint8_t count = 0;
// -----------------------------------------------------------------------
// Denominator state
//
// Two separate denominators control two distinct gates:
//
// samplingDenominator — admission gate. A node is added/updated only when
// passesFilter(hash, samplingDenominator). Lower value = more permissive =
// more nodes enter = represents recent mesh state.
//
// filteringDenominator — counting gate. The hop-walk tally in rollHour() only
// counts entries that pass passesFilter(hash, filteringDenominator). It moves
// up with samplingDenominator immediately (scale-up) but is held at the
// elevated value for FILTER_DENOM_HOLD_MS (13 h) after any scale-up before it
// may drop back down (scale-down).
//
// Why the estimate is invariant: passesFilter uses a hash-based uniform subsample.
// For any two powers-of-two denominators D ≤ F, the fraction of D-sampled entries
// that also pass F is exactly D/F. Therefore:
// raw_count × F = (total × D/F) × F = total × D
// The population estimate is the same whether we count with D or with F.
// The hold period is not about accuracy — it is about stability: it prevents the
// hop recommendation from reacting to recently-admitted nodes that have not yet
// accumulated enough seenHoursAgo history to be statistically reliable.
//
// denominatorHistory[h] — the filteringDenominator used to both gate and scale
// hourlyRaw[h]. Invariant: denominatorHistory[h] always equals the
// filteringDenominator that was active when seenHoursAgo bit h was set.
// rollHour() advances the array at the very start (before the tally loop), then
// gates hourlyRaw[h] per-slot by denominatorHistory[h] — each slot's raw count
// and multiplier are therefore always consistent, even when filteringDenominator
// changes between rolls (e.g. hold expiry). On scale-up (trimIfNeeded()), the
// entire array is backfilled uniformly with the new filteringDenominator to
// preserve the invariant retroactively for all 13 slots. Initialised to
// DENOM_MIN (1); scaledPerHour slots that draw from a 1 entry are unscaled —
// correct for a fresh instance with no prior history.
// -----------------------------------------------------------------------
uint8_t samplingDenominator = DENOM_MIN;
uint8_t filteringDenominator = DENOM_MIN;
uint8_t filteringDenomHoldRollsRemaining = 0; // counts down from FILTER_DENOM_HOLD_ROLLS to 0; step-down fires at 0
uint8_t denominatorHistory[13] = {};
uint16_t hashSeed = 0;
// -----------------------------------------------------------------------
// Cached hourly results
// -----------------------------------------------------------------------
PerHopCounts lastPerHopCounts = {};
uint16_t lastScaledPerHop[MAX_HOP + 1] = {};
uint8_t lastSuggestedHop = MAX_HOP;
uint8_t lastPoliteNumer = POLITENESS_DEFAULT;
MeshTrendStats lastTrendStats = {};
// -----------------------------------------------------------------------
// Hop recommendation state
// -----------------------------------------------------------------------
uint8_t lastRequiredHop = HOP_MAX;
uint8_t histogramRollCount = 0;
// -----------------------------------------------------------------------
// Scheduler state
// -----------------------------------------------------------------------
bool hasCompletedInitialRun = false;
uint8_t runsSinceLastHourlyUpdate = 0;
// -----------------------------------------------------------------------
// Inline record helpers
// -----------------------------------------------------------------------
// Record field semantics:
// nodeHash → XOR-fold of full 32-bit node ID to 16 bits
// hops_away → hop distance (07)
// seenHoursAgo → 13-bit per-hour seen bitmap
// bit 0 = seen in the current / most-recent hour
// bit 12 = seen 12 hours ago
// Shifts left on each rollHour(); 0 means not seen in 13 h.
/// XOR-fold + golden-ratio hash of a 32-bit node ID to 16 bits, mixed with the session seed.
/// Multiplying by floor(2^32 / φ) gives uniform avalanche; XORing the seed ensures different
/// devices (or the same device after a clear()) sample a different subset of node IDs.
/// For seed=0 the function is deterministic, which is used in PIO_UNIT_TESTING builds.
uint16_t hashNodeId(uint32_t nodeId) const { return static_cast<uint16_t>((nodeId * 2654435761u) >> 16) ^ hashSeed; }
static bool seenInLast13h(const Record &r) { return r.seenHoursAgo != 0u; }
static void markCurrentHour(Record &r) { r.seenHoursAgo |= 1u; }
static void rollSeenBits(Record &r) { r.seenHoursAgo = (r.seenHoursAgo << 1u) & 0x1FFFu; }
static bool passesFilter(uint16_t nodeHash, uint8_t denom) { return (nodeHash & static_cast<uint16_t>(denom - 1u)) == 0u; }
public:
// Clock — public so tests can share the same timebase via HopScalingModule::s_testNowMs
#ifdef PIO_UNIT_TESTING
static uint32_t nowMs() { return s_testNowMs; }
#else
static uint32_t nowMs() { return millis(); }
#endif
};
extern HopScalingModule *hopScalingModule;
#endif