feat(ml): Complete hyperopt infrastructure + documentation
Changes: - CLAUDE.md: Update OOM fix validation status - Add comprehensive documentation (30+ markdown reports) - LSTM encoder varmap bug fix (tft/lstm_encoder.rs:290) - Quantized LSTM layer matching fix (tft/quantized_lstm.rs) - Hyperopt paths module (ml/src/hyperopt/paths.rs) - Training path tests for all adapters (DQN, MAMBA-2, PPO, TFT) - Checkpoint integrity tests - Script cleanup: Remove 29 obsolete deployment scripts - Archive old scripts to scripts/archive/ - New deployment utilities: check_gpu_availability.py, monitor_hyperopt.sh Validation: - OOM fixes validated: 5/5 trials successful (pod b6kc3mc5lbjiro) - Batch-size-max 256 tested successfully - All hyperopt adapters working correctly 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com>
This commit is contained in:
jgrusewski
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scripts/archive/test_binary_sync.sh
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scripts/archive/test_binary_sync.sh
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#!/bin/bash
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# =============================================================================
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# Binary Sync Validation Test Script
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# =============================================================================
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# Purpose: Validate the binary volume sync fix works correctly
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# Tests:
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# 1. Local binary has correct timestamp metadata
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# 2. S3 upload includes timestamp in metadata
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# 3. S3 binary can be downloaded and verified
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# 4. Timestamps are preserved and comparable
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#
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# Usage: ./test_binary_sync.sh <binary_name>
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# Example: ./test_binary_sync.sh hyperopt_mamba2_demo
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# =============================================================================
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set -e
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BINARY_NAME="$1"
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if [ -z "$BINARY_NAME" ]; then
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echo "Usage: $0 <binary_name>"
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echo "Example: $0 hyperopt_mamba2_demo"
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exit 1
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fi
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# Configuration
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LOCAL_PATH="target/release/examples/${BINARY_NAME}"
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S3_KEY_CURRENT="binaries/current/${BINARY_NAME}"
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S3_ENDPOINT="https://s3api-eur-is-1.runpod.io"
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S3_BUCKET="se3zdnb5o4"
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S3_PROFILE="runpod"
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# Note: Upload creates two S3 objects:
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# 1. binaries/timestamped/${BINARY_NAME}_YYYYMMDD_HHMMSS (timestamped version)
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# 2. binaries/current/${BINARY_NAME} (symlink/copy to latest)
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# This test validates the 'current' version which is what deployments use
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echo "========================================================================"
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echo "BINARY SYNC VALIDATION TEST"
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echo "========================================================================"
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echo "Binary: $BINARY_NAME"
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echo "Local: $LOCAL_PATH"
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echo "S3: s3://$S3_BUCKET/$S3_KEY_CURRENT"
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echo "========================================================================"
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# =============================================================================
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# TEST 1: Verify local binary exists and has timestamp
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# =============================================================================
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echo ""
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echo "TEST 1: Local Binary Validation"
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echo "------------------------------------------------------------------------"
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if [ ! -f "$LOCAL_PATH" ]; then
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echo "❌ FAIL: Local binary not found at $LOCAL_PATH"
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echo " Build it with: cargo build --release --example $BINARY_NAME"
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exit 1
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fi
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echo "✅ Local binary exists"
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# Get local file modification time
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LOCAL_MTIME=$(stat -c %Y "$LOCAL_PATH" 2>/dev/null || stat -f %m "$LOCAL_PATH" 2>/dev/null)
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LOCAL_SIZE=$(stat -c %s "$LOCAL_PATH" 2>/dev/null || stat -f %z "$LOCAL_PATH" 2>/dev/null)
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LOCAL_TIMESTAMP=$(date -Iseconds -d @"$LOCAL_MTIME" 2>/dev/null || date -Iseconds -r "$LOCAL_MTIME" 2>/dev/null)
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echo "✅ Local metadata extracted:"
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echo " Size: $LOCAL_SIZE bytes ($(echo "scale=1; $LOCAL_SIZE/1024/1024" | bc) MB)"
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echo " Modified: $LOCAL_TIMESTAMP"
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# Calculate local SHA256
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LOCAL_SHA256=$(sha256sum "$LOCAL_PATH" | awk '{print $1}')
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echo " SHA256: $LOCAL_SHA256"
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# =============================================================================
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# TEST 2: Check S3 binary metadata (if exists)
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# =============================================================================
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echo ""
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echo "TEST 2: S3 Binary Metadata Validation"
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echo "------------------------------------------------------------------------"
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# Check if S3 binary exists
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if ! aws s3api head-object \
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--bucket "$S3_BUCKET" \
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--key "$S3_KEY_CURRENT" \
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--endpoint-url "$S3_ENDPOINT" \
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--profile "$S3_PROFILE" &>/dev/null; then
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echo "⚠️ S3 binary does not exist yet"
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echo " Run: python3 scripts/runpod_deploy.py --skip-upload=false --dry-run"
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echo " This will upload the binary with timestamp metadata"
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exit 0
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fi
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echo "✅ S3 binary exists"
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# Get S3 metadata
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S3_METADATA=$(aws s3api head-object \
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--bucket "$S3_BUCKET" \
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--key "$S3_KEY_CURRENT" \
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--endpoint-url "$S3_ENDPOINT" \
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--profile "$S3_PROFILE")
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S3_SIZE=$(echo "$S3_METADATA" | jq -r '.ContentLength')
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S3_MODIFIED=$(echo "$S3_METADATA" | jq -r '.LastModified')
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S3_SHA256=$(echo "$S3_METADATA" | jq -r '.Metadata.sha256 // "N/A"')
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S3_BUILD_TIMESTAMP=$(echo "$S3_METADATA" | jq -r '.Metadata.build_timestamp // "N/A"')
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S3_UPLOADED=$(echo "$S3_METADATA" | jq -r '.Metadata.uploaded // "N/A"')
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echo "✅ S3 metadata extracted:"
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echo " Size: $S3_SIZE bytes ($(echo "scale=1; $S3_SIZE/1024/1024" | bc) MB)"
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echo " Last Modified: $S3_MODIFIED"
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echo " SHA256: $S3_SHA256"
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echo " Build Timestamp: $S3_BUILD_TIMESTAMP"
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echo " Uploaded: $S3_UPLOADED"
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# =============================================================================
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# TEST 3: Validate timestamp metadata
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# =============================================================================
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echo ""
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echo "TEST 3: Timestamp Validation"
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echo "------------------------------------------------------------------------"
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if [ "$S3_BUILD_TIMESTAMP" = "N/A" ]; then
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echo "⚠️ WARNING: S3 binary missing build_timestamp metadata"
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echo " This binary was uploaded with old version of runpod_deploy.py"
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echo " Re-upload to add timestamp: python3 scripts/runpod_deploy.py --force-upload --dry-run"
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exit 0
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fi
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echo "✅ S3 binary has timestamp metadata"
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# Compare timestamps (allowing for timezone differences)
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if [ "$LOCAL_TIMESTAMP" = "$S3_BUILD_TIMESTAMP" ]; then
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echo "✅ PASS: Timestamps match exactly"
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echo " Local: $LOCAL_TIMESTAMP"
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echo " S3: $S3_BUILD_TIMESTAMP"
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else
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echo "⚠️ Timestamps differ (expected if binary was rebuilt):"
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echo " Local: $LOCAL_TIMESTAMP"
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echo " S3: $S3_BUILD_TIMESTAMP"
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# Check if local is newer (requires re-upload)
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LOCAL_EPOCH=$(date -d "$LOCAL_TIMESTAMP" +%s 2>/dev/null || date -j -f "%Y-%m-%dT%H:%M:%S" "$LOCAL_TIMESTAMP" +%s 2>/dev/null)
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S3_EPOCH=$(date -d "$S3_BUILD_TIMESTAMP" +%s 2>/dev/null || date -j -f "%Y-%m-%dT%H:%M:%S" "$S3_BUILD_TIMESTAMP" +%s 2>/dev/null)
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if [ "$LOCAL_EPOCH" -gt "$S3_EPOCH" ]; then
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echo " ⚠️ Local binary is NEWER - re-upload required!"
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echo " Run: python3 scripts/runpod_deploy.py --force-upload --dry-run"
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else
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echo " ℹ️ S3 binary is same or newer - deployment will use S3 version"
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fi
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fi
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# =============================================================================
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# TEST 4: Validate SHA256 checksum
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# =============================================================================
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echo ""
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echo "TEST 4: Checksum Validation"
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echo "------------------------------------------------------------------------"
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if [ "$S3_SHA256" = "N/A" ]; then
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echo "⚠️ WARNING: S3 binary missing SHA256 metadata"
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echo " Re-upload to add checksum: python3 scripts/runpod_deploy.py --force-upload --dry-run"
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exit 0
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fi
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echo "✅ S3 binary has SHA256 metadata"
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# Compare checksums
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if [ "$LOCAL_SHA256" = "$S3_SHA256" ]; then
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echo "✅ PASS: Checksums match - binaries are identical"
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echo " SHA256: $LOCAL_SHA256"
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else
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echo "❌ FAIL: Checksums DO NOT MATCH"
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echo " Local: $LOCAL_SHA256"
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echo " S3: $S3_SHA256"
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echo ""
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echo " REQUIRED ACTION:"
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echo " 1. Force re-upload: python3 scripts/runpod_deploy.py --force-upload --dry-run"
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echo " 2. Or delete and re-upload:"
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echo " aws s3 rm s3://$S3_BUCKET/$S3_KEY_CURRENT --endpoint-url $S3_ENDPOINT --profile $S3_PROFILE"
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echo " python3 scripts/runpod_deploy.py --dry-run"
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exit 1
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fi
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# =============================================================================
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# TEST 5: Validate binary arguments (for hyperopt binaries)
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# =============================================================================
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echo ""
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echo "TEST 5: Binary Arguments Validation"
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echo "------------------------------------------------------------------------"
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if [[ "$BINARY_NAME" == hyperopt* ]]; then
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if ! "$LOCAL_PATH" --help 2>&1 | grep -q -- "--base-dir"; then
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echo "❌ FAIL: Local binary missing --base-dir argument"
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echo " This binary was built BEFORE VarMap fix!"
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echo " Rebuild: cargo clean && cargo build --release --example $BINARY_NAME"
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exit 1
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fi
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echo "✅ PASS: Local binary has --base-dir argument (VarMap fix applied)"
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# Test S3 binary (download temporarily)
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TEMP_S3="/tmp/${BINARY_NAME}_s3_test_$$"
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echo " Downloading S3 binary for argument test..."
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aws s3 cp \
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"s3://${S3_BUCKET}/${S3_KEY_CURRENT}" \
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"$TEMP_S3" \
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--endpoint-url "$S3_ENDPOINT" \
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--profile "$S3_PROFILE" \
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--quiet
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chmod +x "$TEMP_S3"
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if ! "$TEMP_S3" --help 2>&1 | grep -q -- "--base-dir"; then
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echo "❌ FAIL: S3 binary missing --base-dir argument"
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echo " This binary was uploaded BEFORE VarMap fix!"
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echo " Re-upload: python3 scripts/runpod_deploy.py --force-upload --dry-run"
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rm -f "$TEMP_S3"
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exit 1
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fi
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echo "✅ PASS: S3 binary has --base-dir argument (VarMap fix applied)"
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rm -f "$TEMP_S3"
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else
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echo "ℹ️ SKIP: Not a hyperopt binary, no argument validation needed"
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fi
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# =============================================================================
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# SUMMARY
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# =============================================================================
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echo ""
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echo "========================================================================"
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echo "✅ ALL TESTS PASSED"
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echo "========================================================================"
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echo "Binary: $BINARY_NAME"
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echo "Local Size: $(echo "scale=1; $LOCAL_SIZE/1024/1024" | bc) MB"
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echo "Local Timestamp: $LOCAL_TIMESTAMP"
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echo "S3 Timestamp: $S3_BUILD_TIMESTAMP"
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echo "Checksum: $LOCAL_SHA256"
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echo ""
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echo "DEPLOYMENT STATUS: ✅ READY"
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echo "This binary is safe to deploy to Runpod."
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echo "The entrypoint will sync it from S3 to volume on pod startup."
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echo "========================================================================"
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