fix: reputation rank from query

protocol/chaintracker/chain_tracker.go

@@ -504,7 +504,7 @@ func (ct *ChainTracker) updatePollingTimeBasedOnBlockGap(pollingTime time.Durati
 	if blockGapsLen > PollingUpdateLength { // check we have enough samples
 		// smaller times give more resolution to indentify changes, and also make block arrival predictions more optimistic
 		// so we take a 0.33 percentile because we want to be on the safe side by have a smaller time than expected
-		percentileTime := lavaslices.Percentile(ct.blockEventsGap, 0.33)
+		percentileTime := lavaslices.Percentile(ct.blockEventsGap, 0.33, false)
 		stability := lavaslices.Stability(ct.blockEventsGap, percentileTime)
 		utils.LavaFormatTrace("block gaps",
 			utils.LogAttr("block gaps", ct.blockEventsGap),

protocol/provideroptimizer/selection_tier.go

@@ -138,7 +138,7 @@ func (st *SelectionTierInst) ShiftTierChance(numTiers int, initialTierChances ma
 	}
 	medianScore := lavaslices.Median(scores)
 	medianScoreReversed := 1 / (medianScore + 0.0001)
-	percentile25Score := lavaslices.Percentile(scores, 0.25)
+	percentile25Score := lavaslices.Percentile(scores, 0.25, false)
 	percentile25ScoreReversed := 1 / (percentile25Score + 0.0001)
 
 	averageChance := 1 / float64(numTiers)

scripts/automation_scripts/get_reputation.sh

@@ -0,0 +1,52 @@
+#!/bin/bash
+
+# Check if chain ID argument is provided
+if [ $# -ne 1 ]; then
+    echo "Usage: $0 <chain_id>"
+    exit 1
+fi
+
+CHAIN_ID=$1
+
+# Get all provider addresses and their monikers
+providers_output=$(lavad q pairing providers $CHAIN_ID)
+if ! echo "$providers_output" | grep -q "address:"; then
+    echo "$CHAIN_ID has no providers!"
+    exit 0
+fi
+
+# Initialize an array for providers with no reputation
+declare -a no_reputation=()
+
+echo "$CHAIN_ID reputation:"
+echo "Active providers:"
+
+# Process each provider
+while IFS= read -r line; do
+    if [[ $line =~ address:\ *(lava@[a-z0-9]*) ]]; then
+        addr="${BASH_REMATCH[1]}"
+        # Get the moniker from the previous line
+        moniker=$(echo "$providers_output" | grep -B 1 "$addr" | grep "moniker:" | awk '{print $2}')
+
+        # Get reputation details
+        reputation=$(lavad q pairing provider-reputation-details $addr $CHAIN_ID "*")
+        score=$(echo "$reputation" | grep -A1 "reputation_pairing_score:" | tail -n 1 | awk '{print $2}' | tr -d '"')
+
+        # Get rank and performance
+        provider_info=$(lavad q pairing provider-reputation $addr $CHAIN_ID "*")
+        rank=$(echo "$provider_info" | grep "rank:" | awk '{print $2}' | tr -d '"')
+        performance=$(echo "$provider_info" | grep "overall_performance:" | cut -d ':' -f 2 | sed 's/^ *//')
+
+        if [ ! -z "$score" ]; then
+            printf "%s (%s): %s [Rank: %s, Performance: %s]\n" "$addr" "$moniker" "$score" "$rank" "$performance"
+        else
+            no_reputation+=("$addr ($moniker)")
+        fi
+    fi
+done <<< "$providers_output"
+
+# Print providers with no reputation if any exist
+if [ ${#no_reputation[@]} -ne 0 ]; then
+    echo -e "\nNo reputation:"
+    printf '%s\n' "${no_reputation[@]}"
+fi

utils/lavaslices/slices.go

@@ -87,12 +87,19 @@ func Median[T Number](slice []T) T {
 	}
 }
 
-func Percentile[T Number](slice []T, rank float64) T {
+// Percentile returns the value at the given rank in the slice.
+// If reverse is true, the slice is sorted in descending order.
+// If reverse is false, the slice is sorted in ascending order.
+func Percentile[T Number](slice []T, rank float64, reverse bool) T {
 	data_len := len(slice)
 	if data_len == 0 || rank < 0.0 || rank > 1.0 {
 		return 0
 	}
-	slices.Sort(slice)
+	if reverse {
+		slices.SortFunc(slice, func(i, j T) bool { return i > j })
+	} else {
+		slices.Sort(slice)
+	}
 
 	// Calculate the position based on the rank
 	position := int(float64(data_len-1) * rank)

utils/lavaslices/slices_test.go

@@ -219,7 +219,7 @@ func TestPercentile(t *testing.T) {
 		{"even length identical", []int{4, 4, 4, 4}, 4},
 	} {
 		t.Run(tt.name, func(t *testing.T) {
-			percentile := Percentile(tt.slice, 0.5)
+			percentile := Percentile(tt.slice, 0.5, false)
 			median := Median(tt.slice)
 			require.Equal(t, tt.median, median)
 			require.Equal(t, tt.median, percentile)
@@ -245,7 +245,7 @@ func TestPercentile(t *testing.T) {
 		{"rank even length identical", []time.Duration{4 * time.Millisecond, 4 * time.Millisecond, 4 * time.Millisecond, 4 * time.Millisecond}, 4 * time.Millisecond, 0.33},
 	} {
 		t.Run(tt2.name, func(t *testing.T) {
-			percentile := Percentile(tt2.slice, tt2.rank)
+			percentile := Percentile(tt2.slice, tt2.rank, false)
 			require.Equal(t, tt2.percentile, percentile)
 		})
 	}

x/pairing/keeper/grpc_query_provider_reputation.go

@@ -77,15 +77,16 @@ func (k Keeper) ProviderReputation(goCtx context.Context, req *types.QueryProvid
 			}
 			pairingScores = append(pairingScores, score.Score.MustFloat64())
 		}
+		// Sort in descending order (highest scores first)
 		sort.Slice(pairingScores, func(i, j int) bool {
-			return pairingScores[i] < pairingScores[j]
+			return pairingScores[i] > pairingScores[j]
 		})
 
-		// find the provider's rank
-		rank := len(pairingScores)
+		// find the provider's rank (1 is best)
+		rank := 1
 		for i, score := range pairingScores {
-			if data.score.MustFloat64() <= score {
-				rank -= i
+			if data.score.MustFloat64() >= score {
+				rank = i + 1
 				break
 			}
 		}
@@ -94,11 +95,15 @@ func (k Keeper) ProviderReputation(goCtx context.Context, req *types.QueryProvid
 		mean := lavaslices.Average(pairingScores)
 		variance := lavaslices.Variance(pairingScores, mean)
 
+		// Calculate the 80th percentile threshold
+		percentileThreshold := lavaslices.Percentile(pairingScores, percentileRank, true)
+
 		// create the reputation data and append
 		chainClusterRes.Rank = uint64(rank)
 		chainClusterRes.Providers = uint64(len(pairingScores))
 
-		if pairingScores[len(pairingScores)-rank] > lavaslices.Percentile(pairingScores, percentileRank) {
+		// Compare the provider's score against the threshold
+		if data.score.MustFloat64() >= percentileThreshold {
 			chainClusterRes.OverallPerformance = goodScore
 			if variance < varianceThreshold {
 				chainClusterRes.OverallPerformance += " (" + lowVariance + ")"