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# DTO ARCHIVE PROTOCOL: Upload-then-Delete Workflow
# Automated process to upload assets to HF/Xet, verify, then safely delete local copies
# Prometheus - Head of Data Migration & Transfer Operations
set -euo pipefail
# Load configuration
SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
DTO_ROOT="$(dirname "$SCRIPT_DIR")"
ENV_FILE="$DTO_ROOT/.env"
if [ -f "$ENV_FILE" ]; then
# Source the .env file to load all variables
set -a
source "$ENV_FILE"
set +a
echo "β
Loaded .env file from $ENV_FILE"
else
echo "β .env file not found at $ENV_FILE"
exit 1
fi
# Configuration
PROTOCOL_LOG="/tmp/archive_protocol_$(date +%Y%m%d_%H%M%S).log"
BACKUP_DIR="/tmp/archive_backup_$(date +%Y%m%d_%H%M%S)"
UPLOAD_MANIFEST="$BACKUP_DIR/upload_manifest.txt"
DELETE_MANIFEST="$BACKUP_DIR/delete_manifest.txt"
# Target repositories
REPO_MODELS="$HF_REPO_MODELS"
REPO_DATASETS="$HF_REPO_DATASETS"
REPO_ARTIFACTS="$HF_REPO_ARTIFACTS"
# Colors for output
RED='\033[0;31m'
GREEN='\033[0;32m'
YELLOW='\033[1;33m'
BLUE='\033[0;34m'
NC='\033[0m' # No Color
# Logging functions
log() {
echo -e "${GREEN}[$(date '+%Y-%m-%d %H:%M:%S')]${NC} $1" | tee -a "$PROTOCOL_LOG"
}
error() {
echo -e "${RED}[ERROR]${NC} $1" | tee -a "$PROTOCOL_LOG" >&2
}
warning() {
echo -e "${YELLOW}[WARNING]${NC} $1" | tee -a "$PROTOCOL_LOG"
}
info() {
echo -e "${BLUE}[INFO]${NC} $1" | tee -a "$PROTOCOL_LOG"
}
# Phase 1: Discovery & Inventory
discovery_phase() {
log "=== PHASE 1: DISCOVERY & INVENTORY ==="
mkdir -p "$BACKUP_DIR"
# Discover space optimization opportunities
log "Discovering space optimization opportunities..."
# 1. Experiments directory
log "Inventory: /data/experiments/"
find /data/experiments -type f \( -name "*.safetensors" -o -name "*.pt" -o -name "*.bin" \) > "$BACKUP_DIR/experiments_files.txt"
find /data/experiments -type f \( -name "*.parquet" -o -name "*.jsonl" -o -name "*.csv" \) >> "$BACKUP_DIR/experiments_files.txt"
# 2. Data directory components (exclude cache and problematic directories)
log "Inventory: /data/data/ workspace (excluding cache)"
find /data/data/workspace -type f -size +100M ! -path "*/.cache/*" ! -path "*/.local/*" 2>/dev/null > "$BACKUP_DIR/data_files.txt" || true
# Create combined manifest
cat "$BACKUP_DIR/experiments_files.txt" "$BACKUP_DIR/data_files.txt" | sort -u > "$UPLOAD_MANIFEST"
local total_files=$(wc -l < "$UPLOAD_MANIFEST")
local total_size=$(while read -r f; do du -b "$f" 2>/dev/null | cut -f1; done < "$UPLOAD_MANIFEST" | awk '{sum += $1} END {print sum}')
log "Discovered $total_files files for potential archiving"
log "Total size: $(numfmt --to=iec $total_size)"
# Show top 5 largest files
log "Top 5 largest files:"
while read -r f; do du -h "$f" 2>/dev/null | cut -f1 | xargs -I {} echo " {} - $f"; done < "$UPLOAD_MANIFEST" | sort -rh | head -5 | tee -a "$PROTOCOL_LOG"
}
# Phase 2: Upload to HF/Xet
upload_phase() {
log "=== PHASE 2: UPLOAD TO HF/XET ==="
local uploaded_count=0
local skipped_count=0
local failed_count=0
# Create upload tracking file
echo "# Archive Protocol Upload Log - $(date)" > "$BACKUP_DIR/upload_results.txt"
while read -r file_path; do
if [ ! -f "$file_path" ]; then
warning "File not found: $file_path"
skipped_count=$((skipped_count + 1))
continue
fi
# Determine repository based on file type
local repo="$REPO_ARTIFACTS"
local filename=$(basename "$file_path")
if [[ "$filename" == *.safetensors ]] || [[ "$filename" == *.pt ]] || [[ "$filename" == *.bin ]]; then
repo="$REPO_MODELS"
elif [[ "$filename" == *.parquet ]] || [[ "$filename" == *.jsonl ]] || [[ "$filename" == *.csv ]]; then
repo="$REPO_DATASETS"
fi
# Create relative path for repository
local relative_path=""
if [[ "$file_path" == /data/experiments/* ]]; then
relative_path="experiments/$(echo "$file_path" | sed 's|/data/experiments/||')"
elif [[ "$file_path" == /data/data/* ]]; then
relative_path="data/$(echo "$file_path" | sed 's|/data/data/||')"
else
relative_path="other/$(basename "$file_path")"
fi
log "Uploading: $relative_path β $repo"
# Debug: Check if environment variables are set
if [ -z "$HF_TOKEN" ]; then
error "HF_TOKEN is not set"
exit 1
fi
# Upload using our client with token passed directly
if python3 -c "
import os
from integrations.huggingface_client import HuggingFaceClient
# Use token directly instead of environment variable
client = HuggingFaceClient(token='$HF_TOKEN')
if not client.is_authenticated():
print('NOT_AUTHENTICATED')
exit(1)
success = client.upload_artifact('$file_path', '$relative_path', '$repo')
if success:
print('SUCCESS')
else:
print('FAILED')
exit(1)
" 2>> "$PROTOCOL_LOG"; then
echo "β
SUCCESS: $file_path β $repo/$relative_path" | tee -a "$BACKUP_DIR/upload_results.txt"
echo "$file_path" >> "$DELETE_MANIFEST"
uploaded_count=$((uploaded_count + 1))
else
error "FAILED: $file_path"
echo "β FAILED: $file_path" >> "$BACKUP_DIR/upload_results.txt"
failed_count=$((failed_count + 1))
fi
done < "$UPLOAD_MANIFEST"
log "Upload phase completed:"
log " β
Uploaded: $uploaded_count files"
log " β οΈ Skipped: $skipped_count files"
log " β Failed: $failed_count files"
if [ $uploaded_count -eq 0 ]; then
error "No files were uploaded successfully"
exit 1
fi
}
# Phase 3: Verification
verification_phase() {
log "=== PHASE 3: VERIFICATION ==="
log "Verifying uploads on HF repositories..."
python3 -c "
import os
from huggingface_hub import HfApi
api = HfApi(token='$HF_TOKEN')
repos = ['$REPO_MODELS', '$REPO_DATASETS', '$REPO_ARTIFACTS']
for repo in repos:
try:
info = api.repo_info(repo)
print(f'β
{repo}: {len(info.siblings)} files, {info.size} bytes')
# List files if repository has content
if info.siblings:
for file in info.siblings[:5]: # Show first 5 files
print(f' - {file.rfilename} ({file.size} bytes)')
except Exception as e:
print(f'β {repo}: {e}')
" | tee -a "$PROTOCOL_LOG"
log "Verification completed"
}
# Phase 4: Safe Deletion (Optional)
deletion_phase() {
log "=== PHASE 4: SAFE DELETION (OPTIONAL) ==="
if [ ! -f "$DELETE_MANIFEST" ] || [ ! -s "$DELETE_MANIFEST" ]; then
warning "No files marked for deletion - skipping deletion phase"
return
fi
local delete_count=$(wc -l < "$DELETE_MANIFEST")
local total_size=0
log "Found $delete_count files ready for safe deletion"
# Calculate total space to be freed
while read -r file; do
if [ -f "$file" ]; then
size=$(du -b "$file" 2>/dev/null | cut -f1 || echo 0)
total_size=$((total_size + size))
fi
done < "$DELETE_MANIFEST"
log "Total space to free: $(numfmt --to=iec $total_size)"
# Confirm deletion
read -p "Do you want to proceed with deletion? (y/N): " -n 1 -r
echo
if [[ ! $REPLY =~ ^[Yy]$ ]]; then
log "Deletion cancelled by user"
return
fi
# Perform safe deletion
local deleted_count=0
local failed_count=0
while read -r file_path; do
if [ -f "$file_path" ]; then
if rm -v "$file_path" 2>/dev/null; then
echo "β
DELETED: $file_path" | tee -a "$PROTOCOL_LOG"
deleted_count=$((deleted_count + 1))
else
error "FAILED to delete: $file_path"
failed_count=$((failed_count + 1))
fi
else
warning "File already gone: $file_path"
fi
done < "$DELETE_MANIFEST"
log "Deletion completed:"
log " β
Deleted: $deleted_count files"
log " β Failed: $failed_count files"
# Show disk space after deletion
log "Disk space after deletion:"
df -h /data | tee -a "$PROTOCOL_LOG"
}
# Phase 5: Cleanup & Report
cleanup_phase() {
log "=== PHASE 5: CLEANUP & REPORT ==="
# Create summary report
local total_uploaded=$(grep -c "β
SUCCESS" "$BACKUP_DIR/upload_results.txt" 2>/dev/null || echo 0)
local total_failed=$(grep -c "β FAILED" "$BACKUP_DIR/upload_results.txt" 2>/dev/null || echo 0)
cat > "$BACKUP_DIR/summary_report.md" << EOF
# DTO Archive Protocol Summary
## Execution Details
- **Timestamp**: $(date)
- **Protocol Log**: $PROTOCOL_LOG
- **Backup Directory**: $BACKUP_DIR
## Results
- **Files Discovered**: $(wc -l < "$UPLOAD_MANIFEST" 2>/dev/null || echo 0)
- **Successfully Uploaded**: $total_uploaded
- **Upload Failures**: $total_failed
- **Files Deleted**: $(wc -l < "$DELETE_MANIFEST" 2>/dev/null || echo 0)
## Repository Status
- **Models Repository**: $REPO_MODELS
- **Datasets Repository**: $REPO_DATASETS
- **Artifacts Repository**: $REPO_ARTIFACTS
## Next Steps
1. Verify uploads on Hugging Face Hub
2. Monitor repository storage usage
3. Run regular archive protocols for new data
4. Review failed uploads for manual intervention
EOF
log "Summary report created: $BACKUP_DIR/summary_report.md"
log "Protocol completed successfully!"
}
# Main execution
main() {
log "π STARTING DTO ARCHIVE PROTOCOL"
log "Timestamp: $(date)"
log "Protocol log: $PROTOCOL_LOG"
log "Backup directory: $BACKUP_DIR"
# Execute phases
discovery_phase
upload_phase
verification_phase
# Only proceed to deletion if explicitly requested
if [ "${1:-}" = "--delete" ]; then
deletion_phase
else
log "Skipping deletion phase (use --delete to enable)"
fi
cleanup_phase
log "β
ARCHIVE PROTOCOL COMPLETED SUCCESSFULLY"
}
# Run main function
main "$@" |