feat: implement K{coop}-L{floor} standard, smart discovery, multi-coop runner, and move test runs to test_run_folder

test_run_folder/test_run.ds

@@ -0,0 +1,11 @@
+#!/bin/bash
+
+alias chicken-counter='PYTHONPATH=/home/asus/.Codes/chicken-counting-sukawarna-det/src python3 -m chicken_counter.cli'
+
+# Declare the array
+my_array=("2026-06-10" "2026-06-11" "2026-06-12" "2026-06-13" "2026-06-14" "2026-06-15" "2026-06-16" "2026-06-17" "2026-06-18" "2026-06-19")
+
+# Loop through each item
+for item in "${my_array[@]}"; do
+    chicken-counter batch --config configs/cycle7_batch.yaml --date ${item} --no-video
+done

test_run_folder/test_run.sh

@@ -0,0 +1,38 @@
+#!/bin/bash
+set -u
+
+SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
+if [ -d "$SCRIPT_DIR/../src" ]; then
+    PROJECT_ROOT="$(cd "$SCRIPT_DIR/.." && pwd)"
+else
+    PROJECT_ROOT="$SCRIPT_DIR"
+fi
+cd "$PROJECT_ROOT"
+export PYTHONPATH="$PROJECT_ROOT/src"
+
+if [ -f "$PROJECT_ROOT/venv/bin/python" ]; then
+    PYTHON="$PROJECT_ROOT/venv/bin/python"
+else
+    PYTHON="python3"
+fi
+dates=(
+    "2026-06-10" "2026-06-11" "2026-06-12" "2026-06-13" "2026-06-14"
+    "2026-06-15" "2026-06-16" "2026-06-17" "2026-06-18" "2026-06-19"
+)
+cameras=("CC1" "CC2" "CC3" "CC4")
+
+# Maximum parallel video jobs (default: 4)
+MAX_JOBS="${MAX_JOBS:-4}"
+echo "=== Starting per-video parallel processing with MAX_JOBS=$MAX_JOBS ==="
+
+for date in "${dates[@]}"; do
+    echo "=== Starting batch for date: $date ==="
+    for cam in "${cameras[@]}"; do
+        echo "=== Launching $date ($cam) ==="
+        $PYTHON -m chicken_counter.cli batch --config configs/cycle7_batch_optimized.yaml --date "$date" --camera "$cam" --no-video &
+    done
+    wait || true
+    echo "=== Date $date completed ==="
+done
+
+echo "=== All video processing jobs completed ==="

test_run_folder/test_run_hybrid.sh

@@ -0,0 +1,37 @@
+#!/bin/bash
+set -euo pipefail
+
+SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
+if [ -d "$SCRIPT_DIR/../src" ]; then
+    PROJECT_ROOT="$(cd "$SCRIPT_DIR/.." && pwd)"
+else
+    PROJECT_ROOT="$SCRIPT_DIR"
+fi
+cd "$PROJECT_ROOT"
+export PYTHONPATH="$PROJECT_ROOT/src"
+
+if [ -f "$PROJECT_ROOT/venv/bin/python" ]; then
+    PYTHON="$PROJECT_ROOT/venv/bin/python"
+else
+    PYTHON="python3"
+fi
+dates=("$1")
+else
+    dates=(
+        "2026-06-10" "2026-06-11" "2026-06-12" "2026-06-13" "2026-06-14"
+        "2026-06-15" "2026-06-16" "2026-06-17" "2026-06-18" "2026-06-19"
+    )
+fi
+
+echo "=== Starting Hybrid Execution Mode (Threaded CPU + Batched GPU) ==="
+
+for date in "${dates[@]}"; do
+    echo "=== Running hybrid batch for date: $date ==="
+    $PYTHON -m chicken_counter.cli batch \
+        --config configs/cycle7_batch_optimized.yaml \
+        --date "$date" \
+        --mode hybrid \
+        --no-video
+done
+
+echo "=== All hybrid batch processing completed ==="

test_run_folder/test_run_mortality.sh

@@ -0,0 +1,49 @@
+#!/bin/bash
+set -euo pipefail
+
+SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
+export PYTHONPATH="$SCRIPT_DIR/src"
+
+if [ -f "$SCRIPT_DIR/venv/bin/python" ]; then
+    PYTHON="$SCRIPT_DIR/venv/bin/python"
+else
+    PYTHON="python3"
+fi
+
+CONFIG_FILE="${CONFIG_FILE:-configs/mortality_config.yaml}"
+INPUT_PATH="${1:-}"
+OUTPUT_DIR="${2:-}"
+
+echo "=== Starting Whole-Image Mortality Chicken Detection ==="
+echo "Config File: $CONFIG_FILE"
+if [ -n "$INPUT_PATH" ]; then
+    echo "Input Path Override: $INPUT_PATH"
+fi
+if [ -n "$OUTPUT_DIR" ]; then
+    echo "Output Dir Override: $OUTPUT_DIR"
+fi
+
+CMD=($PYTHON -m chicken_counter.cli mortality --config "$CONFIG_FILE")
+
+if [ -n "$INPUT_PATH" ]; then
+    CMD+=(--input "$INPUT_PATH")
+fi
+if [ -n "$OUTPUT_DIR" ]; then
+    CMD+=(--output-dir "$OUTPUT_DIR")
+fi
+if [ -n "${CONF:-}" ]; then
+    CMD+=(--conf "$CONF")
+fi
+if [ -n "${IOU:-}" ]; then
+    CMD+=(--iou "$IOU")
+fi
+if [ -n "${MIN_AREA:-}" ]; then
+    CMD+=(--min-area "$MIN_AREA")
+fi
+if [ -n "${DEDUPE_RADIUS:-}" ]; then
+    CMD+=(--dedupe-radius "$DEDUPE_RADIUS")
+fi
+
+"${CMD[@]}"
+
+echo "=== Mortality Detection Completed ==="

test_run_folder/test_run_tensor_batch.sh

@@ -0,0 +1,37 @@
+#!/bin/bash
+set -euo pipefail
+
+SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
+if [ -d "$SCRIPT_DIR/../src" ]; then
+    PROJECT_ROOT="$(cd "$SCRIPT_DIR/.." && pwd)"
+else
+    PROJECT_ROOT="$SCRIPT_DIR"
+fi
+cd "$PROJECT_ROOT"
+export PYTHONPATH="$PROJECT_ROOT/src"
+
+if [ -f "$PROJECT_ROOT/venv/bin/python" ]; then
+    PYTHON="$PROJECT_ROOT/venv/bin/python"
+else
+    PYTHON="python3"
+fi
+dates=("$1")
+else
+    dates=(
+        "2026-06-10" "2026-06-11" "2026-06-12" "2026-06-13" "2026-06-14"
+        "2026-06-15" "2026-06-16" "2026-06-17" "2026-06-18" "2026-06-19"
+    )
+fi
+
+echo "=== Starting Tensor Batching processing ==="
+
+for date in "${dates[@]}"; do
+    echo "=== Running tensor batch for date: $date ==="
+    $PYTHON -m chicken_counter.cli batch \
+        --config configs/cycle7_batch_optimized.yaml \
+        --date "$date" \
+        --mode tensor_batching \
+        --no-video
+done
+
+echo "=== All tensor batch processing completed ==="

test_run_folder/test_run_video_2026-05-23.sh

@@ -0,0 +1,37 @@
+#!/bin/bash
+set -u
+
+SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
+if [ -d "$SCRIPT_DIR/../src" ]; then
+    PROJECT_ROOT="$(cd "$SCRIPT_DIR/.." && pwd)"
+else
+    PROJECT_ROOT="$SCRIPT_DIR"
+fi
+cd "$PROJECT_ROOT"
+export PYTHONPATH="$PROJECT_ROOT/src"
+
+if [ -f "$PROJECT_ROOT/venv/bin/python" ]; then
+    PYTHON="$PROJECT_ROOT/venv/bin/python"
+else
+    PYTHON="python3"
+fi
+dates=(
+    "2026-05-23"
+)
+cameras=("CC1" "CC2" "CC3" "CC4")
+
+# Maximum parallel video jobs (default: 4)
+MAX_JOBS="${MAX_JOBS:-4}"
+echo "=== Starting per-video parallel processing with video output for 2026-05-23 (MAX_JOBS=$MAX_JOBS) ==="
+
+for date in "${dates[@]}"; do
+    echo "=== Starting batch for date: $date ==="
+    for cam in "${cameras[@]}"; do
+        echo "=== Launching $date ($cam) ==="
+        $PYTHON -m chicken_counter.cli batch --config configs/cycle7_batch_optimized.yaml --date "$date" --camera "$cam" --output-subdir output_video &
+    done
+    wait || true
+    echo "=== Date $date completed ==="
+done
+
+echo "=== All video processing jobs completed ==="

test_run_folder/test_run_video_2026-05-24.sh

@@ -0,0 +1,40 @@
+#!/bin/bash
+set -euo pipefail
+
+SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
+if [ -d "$SCRIPT_DIR/../src" ]; then
+    PROJECT_ROOT="$(cd "$SCRIPT_DIR/.." && pwd)"
+else
+    PROJECT_ROOT="$SCRIPT_DIR"
+fi
+cd "$PROJECT_ROOT"
+export PYTHONPATH="$PROJECT_ROOT/src"
+
+if [ -f "$PROJECT_ROOT/venv/bin/python" ]; then
+    PYTHON="$PROJECT_ROOT/venv/bin/python"
+else
+    PYTHON="python3"
+fi
+dates=(
+    "2026-05-24"
+)
+cameras=("CC1" "CC2" "CC3" "CC4")
+
+# Maximum parallel video jobs (default: 4)
+MAX_JOBS="${MAX_JOBS:-4}"
+echo "=== Starting per-video parallel processing with video output for 2026-05-24 (MAX_JOBS=$MAX_JOBS) ==="
+
+for date in "${dates[@]}"; do
+    for cam in "${cameras[@]}"; do
+        echo "=== Launching $date ($cam) ==="
+        $PYTHON -m chicken_counter.cli batch --config configs/cycle7_batch_optimized.yaml --date "$date" --camera "$cam" --output-subdir output_video &
+
+        # Throttle active background jobs to MAX_JOBS
+        while [ "$(jobs -r -p | wc -l)" -ge "$MAX_JOBS" ]; do
+            sleep 1
+        done
+    done
+done
+
+wait
+echo "=== All video processing jobs completed ==="

test_run_folder/test_run_video_2026-06-06.sh

@@ -0,0 +1,40 @@
+#!/bin/bash
+set -euo pipefail
+
+SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
+if [ -d "$SCRIPT_DIR/../src" ]; then
+    PROJECT_ROOT="$(cd "$SCRIPT_DIR/.." && pwd)"
+else
+    PROJECT_ROOT="$SCRIPT_DIR"
+fi
+cd "$PROJECT_ROOT"
+export PYTHONPATH="$PROJECT_ROOT/src"
+
+if [ -f "$PROJECT_ROOT/venv/bin/python" ]; then
+    PYTHON="$PROJECT_ROOT/venv/bin/python"
+else
+    PYTHON="python3"
+fi
+dates=(
+    "2026-06-06"
+)
+cameras=("CC1" "CC2" "CC3" "CC4")
+
+# Maximum parallel video jobs (default: 4)
+MAX_JOBS="${MAX_JOBS:-4}"
+echo "=== Starting per-video parallel processing with video output for 2026-06-06 (MAX_JOBS=$MAX_JOBS) ==="
+
+for date in "${dates[@]}"; do
+    for cam in "${cameras[@]}"; do
+        echo "=== Launching $date ($cam) ==="
+        $PYTHON -m chicken_counter.cli batch --config configs/cycle7_batch_optimized.yaml --date "$date" --camera "$cam" --output-subdir output_video &
+
+        # Throttle active background jobs to MAX_JOBS
+        while [ "$(jobs -r -p | wc -l)" -ge "$MAX_JOBS" ]; do
+            sleep 1
+        done
+    done
+done
+
+wait
+echo "=== All video processing jobs completed ==="

test_run_folder/test_run_video_2026-06-16.sh

@@ -0,0 +1,40 @@
+#!/bin/bash
+set -euo pipefail
+
+SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
+if [ -d "$SCRIPT_DIR/../src" ]; then
+    PROJECT_ROOT="$(cd "$SCRIPT_DIR/.." && pwd)"
+else
+    PROJECT_ROOT="$SCRIPT_DIR"
+fi
+cd "$PROJECT_ROOT"
+export PYTHONPATH="$PROJECT_ROOT/src"
+
+if [ -f "$PROJECT_ROOT/venv/bin/python" ]; then
+    PYTHON="$PROJECT_ROOT/venv/bin/python"
+else
+    PYTHON="python3"
+fi
+dates=(
+    "2026-06-16"
+)
+cameras=("CC1" "CC2" "CC3" "CC4")
+
+# Maximum parallel video jobs (default: 4)
+MAX_JOBS="${MAX_JOBS:-4}"
+echo "=== Starting per-video parallel processing with video output for 2026-06-16 (MAX_JOBS=$MAX_JOBS) ==="
+
+for date in "${dates[@]}"; do
+    for cam in "${cameras[@]}"; do
+        echo "=== Launching $date ($cam) ==="
+        $PYTHON -m chicken_counter.cli batch --config configs/cycle7_batch_optimized.yaml --date "$date" --camera "$cam" --output-subdir output_video &
+
+        # Throttle active background jobs to MAX_JOBS
+        while [ "$(jobs -r -p | wc -l)" -ge "$MAX_JOBS" ]; do
+            sleep 1
+        done
+    done
+done
+
+wait
+echo "=== All video processing jobs completed ==="

test_run_folder/test_run_video_2026-06-18.sh

@@ -0,0 +1,40 @@
+#!/bin/bash
+set -euo pipefail
+
+SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
+if [ -d "$SCRIPT_DIR/../src" ]; then
+    PROJECT_ROOT="$(cd "$SCRIPT_DIR/.." && pwd)"
+else
+    PROJECT_ROOT="$SCRIPT_DIR"
+fi
+cd "$PROJECT_ROOT"
+export PYTHONPATH="$PROJECT_ROOT/src"
+
+if [ -f "$PROJECT_ROOT/venv/bin/python" ]; then
+    PYTHON="$PROJECT_ROOT/venv/bin/python"
+else
+    PYTHON="python3"
+fi
+dates=(
+    "2026-06-18"
+)
+cameras=("CC1" "CC2" "CC3" "CC4")
+
+# Maximum parallel video jobs (default: 4)
+MAX_JOBS="${MAX_JOBS:-4}"
+echo "=== Starting per-video parallel processing with video output for 2026-06-18 (MAX_JOBS=$MAX_JOBS) ==="
+
+for date in "${dates[@]}"; do
+    for cam in "${cameras[@]}"; do
+        echo "=== Launching $date ($cam) ==="
+        $PYTHON -m chicken_counter.cli batch --config configs/cycle7_batch_optimized.yaml --date "$date" --camera "$cam" --output-subdir output_video &
+
+        # Throttle active background jobs to MAX_JOBS
+        while [ "$(jobs -r -p | wc -l)" -ge "$MAX_JOBS" ]; do
+            sleep 1
+        done
+    done
+done
+
+wait
+echo "=== All video processing jobs completed ==="