#!/bin/bash
#
# Run logo detection tests with various threshold and margin settings.
# Uses multi-ref (max) matching method for all tests.
#

SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
OUTPUT_FILE="${SCRIPT_DIR}/threshold_test_results.txt"

# Common parameters
NUM_LOGOS=20
REFS_PER_LOGO=10
POSITIVE_SAMPLES=20
NEGATIVE_SAMPLES=100
MIN_MATCHING_REFS=3
SEED=42

# Clear output file and write header
echo "Threshold Optimization Tests" > "$OUTPUT_FILE"
echo "=============================" >> "$OUTPUT_FILE"
echo "Date: $(date)" >> "$OUTPUT_FILE"
echo "" >> "$OUTPUT_FILE"
echo "Common Parameters:" >> "$OUTPUT_FILE"
echo "  Matching method: multi-ref (max)" >> "$OUTPUT_FILE"
echo "  Reference logos: $NUM_LOGOS" >> "$OUTPUT_FILE"
echo "  Refs per logo: $REFS_PER_LOGO" >> "$OUTPUT_FILE"
echo "  Positive samples: $POSITIVE_SAMPLES" >> "$OUTPUT_FILE"
echo "  Negative samples: $NEGATIVE_SAMPLES" >> "$OUTPUT_FILE"
echo "  Min matching refs: $MIN_MATCHING_REFS" >> "$OUTPUT_FILE"
echo "  Seed: $SEED" >> "$OUTPUT_FILE"
echo "" >> "$OUTPUT_FILE"

echo "Running threshold optimization tests..."
echo "  Matching method: multi-ref (max)"
echo "  Reference logos: $NUM_LOGOS"
echo "  Refs per logo: $REFS_PER_LOGO"
echo "  Seed: $SEED"
echo ""

# Test 1: Default parameters (baseline)
echo "=== Test 1: Default parameters (threshold=0.70, margin=0.05) ==="
uv run python "$SCRIPT_DIR/test_logo_detection.py" \
    --num-logos $NUM_LOGOS \
    --refs-per-logo $REFS_PER_LOGO \
    --positive-samples $POSITIVE_SAMPLES \
    --negative-samples $NEGATIVE_SAMPLES \
    --matching-method multi-ref \
    --min-matching-refs $MIN_MATCHING_REFS \
    --use-max-similarity \
    --threshold 0.70 \
    --margin 0.05 \
    --seed $SEED \
    --output-file "$OUTPUT_FILE"

echo ""

# Test 2: Higher threshold
echo "=== Test 2: Higher threshold (threshold=0.80, margin=0.05) ==="
uv run python "$SCRIPT_DIR/test_logo_detection.py" \
    --num-logos $NUM_LOGOS \
    --refs-per-logo $REFS_PER_LOGO \
    --positive-samples $POSITIVE_SAMPLES \
    --negative-samples $NEGATIVE_SAMPLES \
    --matching-method multi-ref \
    --min-matching-refs $MIN_MATCHING_REFS \
    --use-max-similarity \
    --threshold 0.80 \
    --margin 0.05 \
    --seed $SEED \
    --output-file "$OUTPUT_FILE"

echo ""

# Test 3: Higher threshold + larger margin
echo "=== Test 3: Higher threshold + larger margin (threshold=0.80, margin=0.10) ==="
uv run python "$SCRIPT_DIR/test_logo_detection.py" \
    --num-logos $NUM_LOGOS \
    --refs-per-logo $REFS_PER_LOGO \
    --positive-samples $POSITIVE_SAMPLES \
    --negative-samples $NEGATIVE_SAMPLES \
    --matching-method multi-ref \
    --min-matching-refs $MIN_MATCHING_REFS \
    --use-max-similarity \
    --threshold 0.80 \
    --margin 0.10 \
    --seed $SEED \
    --output-file "$OUTPUT_FILE"

echo ""

# Test 4: Very high threshold
echo "=== Test 4: Very high threshold (threshold=0.85, margin=0.10) ==="
uv run python "$SCRIPT_DIR/test_logo_detection.py" \
    --num-logos $NUM_LOGOS \
    --refs-per-logo $REFS_PER_LOGO \
    --positive-samples $POSITIVE_SAMPLES \
    --negative-samples $NEGATIVE_SAMPLES \
    --matching-method multi-ref \
    --min-matching-refs $MIN_MATCHING_REFS \
    --use-max-similarity \
    --threshold 0.85 \
    --margin 0.10 \
    --seed $SEED \
    --output-file "$OUTPUT_FILE"

echo ""

# Test 5: Very high threshold + large margin
echo "=== Test 5: Strict parameters (threshold=0.85, margin=0.15) ==="
uv run python "$SCRIPT_DIR/test_logo_detection.py" \
    --num-logos $NUM_LOGOS \
    --refs-per-logo $REFS_PER_LOGO \
    --positive-samples $POSITIVE_SAMPLES \
    --negative-samples $NEGATIVE_SAMPLES \
    --matching-method multi-ref \
    --min-matching-refs $MIN_MATCHING_REFS \
    --use-max-similarity \
    --threshold 0.85 \
    --margin 0.15 \
    --seed $SEED \
    --output-file "$OUTPUT_FILE"

echo ""

# Test 6: Maximum strictness
echo "=== Test 6: Maximum strictness (threshold=0.90, margin=0.15) ==="
uv run python "$SCRIPT_DIR/test_logo_detection.py" \
    --num-logos $NUM_LOGOS \
    --refs-per-logo $REFS_PER_LOGO \
    --positive-samples $POSITIVE_SAMPLES \
    --negative-samples $NEGATIVE_SAMPLES \
    --matching-method multi-ref \
    --min-matching-refs $MIN_MATCHING_REFS \
    --use-max-similarity \
    --threshold 0.90 \
    --margin 0.15 \
    --seed $SEED \
    --output-file "$OUTPUT_FILE"

echo ""
echo "Results saved to: $OUTPUT_FILE"