# OxiRS-Star Migration Guide
[](https://docs.rs/oxirs-star)
[](LICENSE)
**Comprehensive migration guide for moving from other RDF stores to OxiRS-Star, including automated migration tools, compatibility layers, and best practices.**
## Table of Contents
- [Migration Overview](#migration-overview)
- [From Apache Jena](#from-apache-jena)
- [From Oxigraph](#from-oxigraph)
- [From Virtuoso](#from-virtuoso)
- [From AllegroGraph](#from-allegrograph)
- [From Stardog](#from-stardog)
- [From RDF4J](#from-rdf4j)
- [Migration Tools](#migration-tools)
- [Data Conversion](#data-conversion)
- [Query Migration](#query-migration)
- [Application Integration](#application-integration)
- [Performance Validation](#performance-validation)
- [Rollback Strategies](#rollback-strategies)
## Migration Overview
### Pre-Migration Assessment
```rust
use oxirs_star::migration::{MigrationAssessment, SourceStore, CompatibilityAnalyzer};
// Assess current RDF store for migration readiness
let assessment = MigrationAssessment::new()
.analyze_source_store(SourceStore::ApacheJena)
.scan_data_directory("/path/to/jena/data")
.analyze_query_logs("/path/to/query.log")
.check_application_dependencies();
let report = assessment.generate_report()?;
println!("š Migration Assessment Report");
println!("āā Source store: {}", report.source_store);
println!("āā Data size: {} GB", report.data_size_gb);
println!("āā Triple count: {} million", report.triple_count / 1_000_000);
println!("āā RDF-star usage: {}%", report.rdf_star_usage_percent);
println!("āā Custom extensions: {}", report.custom_extensions.len());
println!("āā Migration complexity: {:?}", report.complexity);
println!("āā Estimated migration time: {:?}", report.estimated_duration);
// Compatibility analysis
let compatibility = CompatibilityAnalyzer::new()
.analyze_queries(&report.query_patterns)
.analyze_features(&report.used_features)
.analyze_apis(&report.application_apis);
println!("\nš Compatibility Analysis:");
println!("āā SPARQL queries: {:.1}% compatible", compatibility.sparql_compatibility * 100.0);
println!("āā Features: {:.1}% supported", compatibility.feature_compatibility * 100.0);
println!("āā APIs: {:.1}% compatible", compatibility.api_compatibility * 100.0);
println!("āā Migration risk: {:?}", compatibility.risk_level);
if compatibility.risk_level == RiskLevel::High {
println!("ā ļø High-risk migration detected. Consider gradual migration strategy.");
}
```
### Migration Strategy Selection
```rust
use oxirs_star::migration::{MigrationStrategy, MigrationPlanner};
// Choose appropriate migration strategy
let strategy = match (report.data_size_gb, report.complexity, compatibility.risk_level) {
(size, _, _) if size < 1.0 => MigrationStrategy::DirectMigration,
(_, Complexity::Low, RiskLevel::Low) => MigrationStrategy::DirectMigration,
(_, Complexity::Medium, _) => MigrationStrategy::GradualMigration,
(_, Complexity::High, _) | (_, _, RiskLevel::High) => MigrationStrategy::HybridApproach,
_ => MigrationStrategy::PhasedMigration,
};
println!("šÆ Recommended Migration Strategy: {:?}", strategy);
let planner = MigrationPlanner::with_strategy(strategy);
let plan = planner.create_migration_plan(&report)?;
println!("\nš Migration Plan:");
for (i, phase) in plan.phases.iter().enumerate() {
println!(" Phase {}: {} (Duration: {:?})", i + 1, phase.name, phase.estimated_duration);
for task in &phase.tasks {
println!(" - {}", task.description);
}
}
```
## From Apache Jena
### Jena TDB Migration
```rust
use oxirs_star::migration::jena::{JenaTdbMigrator, JenaConfig};
// Configure Jena TDB migration
let jena_config = JenaConfig {
tdb_directory: "/path/to/jena/tdb".to_string(),
include_named_graphs: true,
preserve_blank_nodes: true,
convert_reification_to_rdf_star: true,
batch_size: 100_000,
parallel_processing: true,
};
let migrator = JenaTdbMigrator::with_config(jena_config);
// Pre-migration validation
let validation_result = migrator.validate_source_data()?;
if !validation_result.is_valid {
println!("ā Source data validation failed:");
for issue in validation_result.issues {
println!(" - {}: {}", issue.severity, issue.description);
}
return Err("Source data validation failed".into());
}
// Execute migration
println!("š Starting Jena TDB migration...");
let migration_result = migrator.migrate_to_oxirs_star(
&mut target_store,
|progress| {
println!("Migration progress: {:.1}% ({} triples processed)",
progress.percentage, progress.triples_processed);
}
)?;
println!("ā
Migration completed successfully!");
println!("āā Triples migrated: {}", migration_result.triples_migrated);
println!("āā Named graphs: {}", migration_result.named_graphs_migrated);
println!("āā RDF-star triples: {}", migration_result.rdf_star_triples_created);
println!("āā Duration: {:?}", migration_result.total_duration);
println!("āā Errors: {}", migration_result.errors.len());
// Handle migration errors
if !migration_result.errors.is_empty() {
println!("ā ļø Migration completed with errors:");
for error in migration_result.errors {
println!(" Line {}: {}", error.line_number, error.message);
}
}
```
### Jena Fuseki Migration
```rust
use oxirs_star::migration::jena::{FusekiMigrator, FusekiEndpoint};
// Migrate from Jena Fuseki via SPARQL endpoint
let fuseki_endpoint = FusekiEndpoint {
url: "http://localhost:3030/dataset/sparql".to_string(),
update_url: Some("http://localhost:3030/dataset/update".to_string()),
username: Some("admin".to_string()),
password: Some("password".to_string()),
timeout: std::time::Duration::from_secs(300),
};
let fuseki_migrator = FusekiMigrator::new(fuseki_endpoint);
// Discover datasets
let datasets = fuseki_migrator.discover_datasets().await?;
println!("Found {} datasets in Fuseki:", datasets.len());
for dataset in &datasets {
println!(" - {}: {} triples", dataset.name, dataset.triple_count);
}
// Migrate specific dataset
let dataset_to_migrate = "my_dataset";
println!("š Migrating dataset: {}", dataset_to_migrate);
let migration_config = FusekiMigrationConfig {
chunk_size: 10_000,
max_concurrent_requests: 5,
include_inferred_triples: false,
preserve_graph_structure: true,
};
let result = fuseki_migrator.migrate_dataset(
dataset_to_migrate,
&mut target_store,
migration_config,
).await?;
println!("ā
Fuseki dataset migration completed!");
println!(" Data migrated: {} GB", result.data_size_gb);
println!(" Migration rate: {:.0} triples/sec", result.migration_rate);
```
### Jena API Migration
```rust
use oxirs_star::migration::jena::{JenaApiMigrator, ApiCompatibilityLayer};
// Create compatibility layer for existing Jena code
let compat_layer = ApiCompatibilityLayer::new();
// Map common Jena patterns to OxiRS-Star
impl ApiCompatibilityLayer {
// Jena Model ā OxiRS-Star Store
pub fn migrate_model_operations(&self, jena_code: &str) -> Result<String> {
let oxirs_code = jena_code
.replace("Model model = ModelFactory.createDefaultModel()",
"let mut store = StarStore::new()")
.replace("model.add(stmt)",
"store.insert(&triple)?")
.replace("model.listStatements()",
"store.iter()")
.replace("Resource resource = model.createResource(uri)",
"let resource = StarTerm::iri(uri)?");
Ok(oxirs_code)
}
// Jena Query ā SPARQL-star
pub fn migrate_query_operations(&self, jena_query: &str) -> Result<String> {
let sparql_star = if jena_query.contains("ReificationVocab") {
// Convert reification to RDF-star
self.convert_reification_to_star(jena_query)?
} else {
jena_query.to_string()
};
Ok(sparql_star)
}
}
// Automated code migration
let migrator = JenaApiMigrator::new(compat_layer);
let java_source_dir = "/path/to/java/src";
let rust_output_dir = "/path/to/rust/src";
let migration_stats = migrator.migrate_source_code(java_source_dir, rust_output_dir)?;
println!("š Code Migration Results:");
println!("āā Java files processed: {}", migration_stats.files_processed);
println!("āā Rust files generated: {}", migration_stats.files_generated);
println!("āā API calls migrated: {}", migration_stats.api_calls_migrated);
println!("āā Manual review needed: {}", migration_stats.manual_review_items);
println!("āā Migration confidence: {:.1}%", migration_stats.confidence_percent);
```
## From Oxigraph
### Oxigraph Store Migration
```rust
use oxirs_star::migration::oxigraph::{OxigraphMigrator, OxigraphStore};
// Migrate from Oxigraph store
let oxigraph_store = OxigraphStore::open("/path/to/oxigraph/store")?;
let migrator = OxigraphMigrator::new();
// Analyze Oxigraph data
let analysis = migrator.analyze_oxigraph_store(&oxigraph_store)?;
println!("š Oxigraph Store Analysis:");
println!("āā Total triples: {}", analysis.total_triples);
println!("āā Named graphs: {}", analysis.named_graphs);
println!("āā Store size: {} MB", analysis.store_size_mb);
println!("āā Estimated migration time: {:?}", analysis.estimated_migration_time);
// Direct migration (leverages similar architecture)
let mut target_store = StarStore::new();
let migration_result = migrator.direct_migrate(
&oxigraph_store,
&mut target_store,
|progress| {
println!("Progress: {:.1}% - {} triples migrated",
progress.percentage, progress.triples_migrated);
}
)?;
println!("ā
Oxigraph migration completed!");
println!(" Speed: {:.0} triples/sec", migration_result.triples_per_second);
println!(" Data integrity: {}% verified", migration_result.integrity_check_percent);
// Validate migrated data
let validation = migrator.validate_migration(&oxigraph_store, &target_store)?;
if validation.is_complete {
println!("ā
Migration validation passed");
} else {
println!("ā ļø Validation issues found:");
for issue in validation.issues {
println!(" - {}", issue.description);
}
}
```
## From Virtuoso
### Virtuoso Universal Server Migration
```rust
use oxirs_star::migration::virtuoso::{VirtuosoMigrator, VirtuosoConnection};
// Connect to Virtuoso Universal Server
let virtuoso_connection = VirtuosoConnection {
host: "localhost".to_string(),
port: 1111,
username: "dba".to_string(),
password: "dba".to_string(),
database: "DB".to_string(),
ssl: false,
};
let virtuoso_migrator = VirtuosoMigrator::connect(virtuoso_connection).await?;
// Discover Virtuoso graphs
let graphs = virtuoso_migrator.list_graphs().await?;
println!("š Virtuoso Graphs:");
for graph in &graphs {
println!(" - {}: {} triples", graph.name, graph.triple_count);
}
// Export data from Virtuoso
let export_config = VirtuosoExportConfig {
format: ExportFormat::NQuads,
include_system_graphs: false,
batch_size: 50_000,
compress_output: true,
};
println!("š¤ Exporting data from Virtuoso...");
let exported_file = virtuoso_migrator.export_all_graphs(
"/tmp/virtuoso_export.nq.gz",
export_config,
).await?;
println!("ā
Export completed: {}", exported_file);
// Import into OxiRS-Star
let mut target_store = StarStore::new();
let import_result = target_store.import_nquads_file(&exported_file)?;
println!("š„ Import to OxiRS-Star completed:");
println!("āā Triples imported: {}", import_result.triples_imported);
println!("āā Named graphs: {}", import_result.named_graphs_imported);
println!("āā Import time: {:?}", import_result.duration);
// Migrate Virtuoso-specific features
let feature_migrator = VirtuosoFeatureMigrator::new();
// Convert Virtuoso text indexing to OxiRS full-text search
if virtuoso_migrator.has_text_indexing().await? {
println!("š Migrating text indexing...");
feature_migrator.migrate_text_indexing(&mut target_store).await?;
}
// Convert Virtuoso inference rules
if virtuoso_migrator.has_inference_rules().await? {
println!("š§ Migrating inference rules...");
let rules = virtuoso_migrator.export_inference_rules().await?;
feature_migrator.migrate_inference_rules(&rules, &mut target_store).await?;
}
```
## From AllegroGraph
### AllegroGraph Migration
```rust
use oxirs_star::migration::allegrograph::{AllegroGraphMigrator, AGConnection};
// Connect to AllegroGraph
let ag_connection = AGConnection {
server_url: "http://localhost:10035".to_string(),
repository: "my_repository".to_string(),
username: Some("user".to_string()),
password: Some("password".to_string()),
};
let ag_migrator = AllegroGraphMigrator::connect(ag_connection).await?;
// Analyze AllegroGraph repository
let repo_info = ag_migrator.get_repository_info().await?;
println!("š AllegroGraph Repository Info:");
println!("āā Triple count: {}", repo_info.triple_count);
println!("āā Repository size: {} MB", repo_info.size_mb);
println!("āā Contexts: {}", repo_info.contexts.len());
println!("āā Free text indices: {}", repo_info.freetext_indices.len());
println!("āā Geospatial indices: {}", repo_info.geospatial_indices.len());
// Export data in chunks
let export_config = AllegroGraphExportConfig {
format: ExportFormat::NTriples,
chunk_size: 100_000,
include_contexts: true,
export_directory: "/tmp/ag_export".to_string(),
};
println!("š¤ Exporting AllegroGraph data...");
let export_result = ag_migrator.export_repository(export_config).await?;
println!("ā
Export completed:");
println!("āā Files created: {}", export_result.files_created);
println!("āā Total size: {} GB", export_result.total_size_gb);
println!("āā Export time: {:?}", export_result.duration);
// Import to OxiRS-Star with AllegroGraph feature mapping
let ag_feature_mapper = AllegroGraphFeatureMapper::new();
let mut target_store = StarStore::new();
for export_file in export_result.files {
println!("š„ Importing file: {}", export_file.path);
// Map AllegroGraph contexts to named graphs
let context_mapping = ag_feature_mapper.map_contexts(&export_file.contexts)?;
target_store.import_with_context_mapping(&export_file.path, context_mapping)?;
}
// Migrate AllegroGraph-specific features
println!("š§ Migrating AllegroGraph features...");
// Free text indexing
if !repo_info.freetext_indices.is_empty() {
ag_feature_mapper.migrate_freetext_indices(&repo_info.freetext_indices, &mut target_store)?;
}
// Geospatial data
if !repo_info.geospatial_indices.is_empty() {
ag_feature_mapper.migrate_geospatial_indices(&repo_info.geospatial_indices, &mut target_store)?;
}
// Social network analysis features
if repo_info.has_sna_features {
ag_feature_mapper.migrate_sna_features(&mut target_store)?;
}
```
## From Stardog
### Stardog Migration
```rust
use oxirs_star::migration::stardog::{StardogMigrator, StardogConnection};
// Connect to Stardog
let stardog_connection = StardogConnection {
server_url: "http://localhost:5820".to_string(),
database: "my_database".to_string(),
username: "admin".to_string(),
password: "admin".to_string(),
};
let stardog_migrator = StardogMigrator::connect(stardog_connection).await?;
// Analyze Stardog database
let db_info = stardog_migrator.get_database_info().await?;
println!("š Stardog Database Info:");
println!("āā Size: {} triples", db_info.size);
println!("āā Named graphs: {}", db_info.named_graphs.len());
println!("āā Reasoning enabled: {}", db_info.reasoning_enabled);
println!("āā Full-text search: {}", db_info.fulltext_enabled);
println!("āā Stored queries: {}", db_info.stored_queries.len());
// Export Stardog data
println!("š¤ Exporting Stardog database...");
let export_result = stardog_migrator.export_database(
ExportFormat::Turtle,
"/tmp/stardog_export.ttl"
).await?;
println!("ā
Export completed: {} MB", export_result.file_size_mb);
// Import to OxiRS-Star
let mut target_store = StarStore::new();
let import_result = target_store.import_turtle_file("/tmp/stardog_export.ttl")?;
println!("š„ Import completed: {} triples", import_result.triples_imported);
// Migrate Stardog-specific features
let feature_migrator = StardogFeatureMigrator::new();
// Migrate reasoning rules
if db_info.reasoning_enabled {
println!("š§ Migrating reasoning rules...");
let rules = stardog_migrator.export_reasoning_rules().await?;
let oxirs_rules = feature_migrator.convert_stardog_rules_to_oxirs(&rules)?;
// Apply rules to OxiRS rule engine
let mut rule_engine = oxirs_rule::RuleEngine::new();
for rule in oxirs_rules {
rule_engine.add_rule(rule)?;
}
// Integrate with store
target_store.attach_rule_engine(rule_engine)?;
}
// Migrate stored queries
if !db_info.stored_queries.is_empty() {
println!("š¾ Migrating stored queries...");
let query_migrator = StardogQueryMigrator::new();
for stored_query in db_info.stored_queries {
let oxirs_query = query_migrator.convert_query(&stored_query)?;
target_store.store_query(&stored_query.name, &oxirs_query)?;
}
}
// Migrate security model
if db_info.has_security_model {
println!("š Migrating security model...");
let security_migrator = StardogSecurityMigrator::new();
let security_config = security_migrator.migrate_security_model(&db_info).await?;
target_store.apply_security_config(security_config)?;
}
```
## From RDF4J
### RDF4J Repository Migration
```rust
use oxirs_star::migration::rdf4j::{Rdf4jMigrator, Rdf4jRepository};
// Connect to RDF4J repository
let rdf4j_repo = Rdf4jRepository {
server_url: "http://localhost:8080/rdf4j-server".to_string(),
repository_id: "my_repository".to_string(),
username: Some("admin".to_string()),
password: Some("password".to_string()),
};
let rdf4j_migrator = Rdf4jMigrator::connect(rdf4j_repo).await?;
// Get repository metadata
let repo_metadata = rdf4j_migrator.get_repository_metadata().await?;
println!("š RDF4J Repository Metadata:");
println!("āā Type: {}", repo_metadata.repository_type);
println!("āā Size: {} statements", repo_metadata.statement_count);
println!("āā Contexts: {}", repo_metadata.contexts.len());
println!("āā Namespaces: {}", repo_metadata.namespaces.len());
println!("āā Last modified: {}", repo_metadata.last_modified);
// Stream data from RDF4J
println!("š Streaming data from RDF4J...");
let mut target_store = StarStore::new();
let mut statements_migrated = 0;
let statement_stream = rdf4j_migrator.stream_all_statements().await?;
tokio::pin!(statement_stream);
while let Some(statement_batch) = statement_stream.next().await {
let batch = statement_batch?;
// Convert RDF4J statements to OxiRS-Star triples
let oxirs_triples: Vec<StarTriple> = batch
.into_iter()
.map(|stmt| rdf4j_migrator.convert_statement_to_triple(stmt))
.collect::<Result<Vec<_>, _>>()?;
target_store.insert_batch(&oxirs_triples)?;
statements_migrated += oxirs_triples.len();
if statements_migrated % 100_000 == 0 {
println!(" Migrated {} statements...", statements_migrated);
}
}
println!("ā
RDF4J migration completed: {} statements", statements_migrated);
// Migrate RDF4J-specific features
let feature_migrator = Rdf4jFeatureMigrator::new();
// Migrate namespace prefixes
let namespaces = rdf4j_migrator.get_namespaces().await?;
for (prefix, namespace) in namespaces {
target_store.add_namespace_prefix(&prefix, &namespace)?;
}
// Migrate custom functions (if any)
let custom_functions = rdf4j_migrator.discover_custom_functions().await?;
if !custom_functions.is_empty() {
println!("š§ Found {} custom functions", custom_functions.len());
for func in custom_functions {
let oxirs_function = feature_migrator.convert_custom_function(&func)?;
target_store.register_custom_function(oxirs_function)?;
}
}
```
## Migration Tools
### Automated Migration Suite
```rust
use oxirs_star::migration::{MigrationSuite, MigrationOrchestrator};
// Comprehensive migration orchestrator
let orchestrator = MigrationOrchestrator::new()
.add_source_adapter(SourceAdapter::Jena)
.add_source_adapter(SourceAdapter::Virtuoso)
.add_source_adapter(SourceAdapter::Stardog)
.add_source_adapter(SourceAdapter::RDF4J)
.add_source_adapter(SourceAdapter::AllegroGraph)
.add_source_adapter(SourceAdapter::Oxigraph);
// Auto-detect source store type
let source_path = "/path/to/source/store";
let detected_source = orchestrator.detect_source_type(source_path)?;
println!("š Detected source store: {:?}", detected_source.store_type);
println!(" Confidence: {:.1}%", detected_source.confidence * 100.0);
// Create migration plan
let migration_config = MigrationConfig {
source_path: source_path.to_string(),
target_store: &mut target_store,
batch_size: 100_000,
parallel_workers: num_cpus::get(),
validate_data: true,
create_backups: true,
dry_run: false,
};
let migration_plan = orchestrator.create_migration_plan(
detected_source.store_type,
migration_config
)?;
println!("š Migration Plan Created:");
println!("āā Estimated duration: {:?}", migration_plan.estimated_duration);
println!("āā Data size: {} GB", migration_plan.estimated_data_size_gb);
println!("āā Memory required: {} GB", migration_plan.memory_required_gb);
println!("āā Phases: {}", migration_plan.phases.len());
println!("āā Risk assessment: {:?}", migration_plan.risk_level);
// Execute migration
if migration_plan.risk_level != RiskLevel::High {
println!("š Starting automated migration...");
let result = orchestrator.execute_migration(migration_plan).await?;
println!("ā
Migration completed successfully!");
println!("āā Duration: {:?}", result.actual_duration);
println!("āā Triples migrated: {}", result.triples_migrated);
println!("āā Errors: {}", result.errors.len());
println!("āā Warnings: {}", result.warnings.len());
println!("āā Data integrity: {:.2}%", result.integrity_score * 100.0);
} else {
println!("ā ļø High-risk migration detected. Manual intervention required.");
// Provide detailed recommendations
for recommendation in migration_plan.recommendations {
println!("š” {}", recommendation.description);
println!(" Priority: {:?}", recommendation.priority);
}
}
```
### CLI Migration Tool
```bash
# OxiRS-Star migration CLI tool
oxirs-migrate --help
# Auto-detect and migrate
oxirs-migrate auto \
--source /path/to/source/store \
--target /path/to/oxirs/store \
--batch-size 100000 \
--parallel 8 \
--validate
# Source-specific migrations
oxirs-migrate jena \
--tdb-directory /path/to/jena/tdb \
--target /path/to/oxirs/store \
--convert-reification \
--preserve-blanks
oxirs-migrate virtuoso \
--host localhost \
--port 1111 \
--user dba \
--password dba \
--target /path/to/oxirs/store \
--include-inference
oxirs-migrate stardog \
--server http://localhost:5820 \
--database my_db \
--user admin \
--password admin \
--target /path/to/oxirs/store \
--migrate-reasoning
# Dry run mode
oxirs-migrate auto \
--source /path/to/source \
--target /path/to/target \
--dry-run \
--report migration_report.json
# Resume interrupted migration
oxirs-migrate resume \
--checkpoint /tmp/migration_checkpoint.json \
--target /path/to/oxirs/store
```
## Data Conversion
### RDF-star Conversion
```rust
use oxirs_star::conversion::{RdfStarConverter, ConversionStrategy};
// Convert reified RDF to RDF-star
let converter = RdfStarConverter::new()
.with_strategy(ConversionStrategy::Aggressive)
.enable_pattern_detection()
.enable_validation();
// Detect reification patterns
let reification_patterns = converter.detect_reification_patterns(&source_store)?;
println!("š Detected reification patterns:");
for pattern in &reification_patterns {
println!(" - {}: {} instances", pattern.description, pattern.instance_count);
}
// Convert reification to RDF-star
let conversion_result = converter.convert_reification_to_star(
&source_store,
&reification_patterns,
|progress| {
println!("Conversion progress: {:.1}%", progress.percentage);
}
)?;
println!("ā
RDF-star conversion completed:");
println!("āā Reified triples converted: {}", conversion_result.reified_triples_converted);
println!("āā RDF-star triples created: {}", conversion_result.star_triples_created);
println!("āā Space savings: {:.1}%", conversion_result.space_savings_percent);
println!("āā Conversion accuracy: {:.2}%", conversion_result.accuracy_percent);
// Validate conversion
let validation = converter.validate_conversion(&source_store, &target_store)?;
if validation.is_semantically_equivalent {
println!("ā
Conversion preserves semantic meaning");
} else {
println!("ā ļø Semantic differences detected:");
for diff in validation.semantic_differences {
println!(" - {}", diff.description);
}
}
```
### Format Conversion
```rust
use oxirs_star::conversion::{FormatConverter, ConversionOptions};
// Convert between RDF formats during migration
let format_converter = FormatConverter::new();
// Batch format conversion
let conversion_options = ConversionOptions {
source_format: RdfFormat::RdfXml,
target_format: RdfFormat::TurtleStar,
preserve_formatting: false,
optimize_output: true,
validate_syntax: true,
};
let conversion_result = format_converter.convert_directory(
"/path/to/source/rdf_xml",
"/path/to/target/turtle_star",
conversion_options,
)?;
println!("š Format conversion completed:");
println!("āā Files converted: {}", conversion_result.files_converted);
println!("āā Total size: {} GB", conversion_result.total_size_gb);
println!("āā Compression ratio: {:.2}:1", conversion_result.compression_ratio);
println!("āā Conversion time: {:?}", conversion_result.duration);
// Streaming format conversion for large files
let streaming_converter = format_converter.streaming();
let large_file = "/path/to/large_dataset.rdf";
let converted_file = "/path/to/large_dataset.ttls";
streaming_converter.convert_file_streaming(
large_file,
converted_file,
RdfFormat::RdfXml,
RdfFormat::TurtleStar,
|progress| {
println!("Streaming conversion: {:.1}% - {} MB processed",
progress.percentage, progress.megabytes_processed);
}
)?;
```
## Query Migration
### SPARQL Query Conversion
```rust
use oxirs_star::migration::query::{QueryMigrator, QueryAnalyzer};
// Analyze existing queries for migration compatibility
let query_analyzer = QueryAnalyzer::new();
let query_files = glob::glob("/path/to/queries/*.sparql")?;
let mut analysis_results = Vec::new();
for query_file in query_files {
let query_file = query_file?;
let query_content = std::fs::read_to_string(&query_file)?;
let analysis = query_analyzer.analyze_query(&query_content)?;
analysis_results.push((query_file, analysis));
}
// Summarize analysis
let mut total_queries = 0;
let mut compatible_queries = 0;
let mut migration_required = 0;
for (file_path, analysis) in &analysis_results {
total_queries += 1;
match analysis.compatibility {
CompatibilityLevel::FullyCompatible => {
compatible_queries += 1;
println!("ā
{}: Fully compatible", file_path.display());
},
CompatibilityLevel::MinorChanges => {
println!("š {}: Minor changes needed", file_path.display());
migration_required += 1;
},
CompatibilityLevel::MajorChanges => {
println!("ā ļø {}: Major changes needed", file_path.display());
migration_required += 1;
},
CompatibilityLevel::Incompatible => {
println!("ā {}: Incompatible", file_path.display());
migration_required += 1;
},
}
if !analysis.issues.is_empty() {
for issue in &analysis.issues {
println!(" - {}: {}", issue.severity, issue.description);
}
}
}
println!("\nš Query Analysis Summary:");
println!("āā Total queries: {}", total_queries);
println!("āā Fully compatible: {} ({:.1}%)", compatible_queries,
compatible_queries as f64 / total_queries as f64 * 100.0);
println!("āā Requiring migration: {} ({:.1}%)", migration_required,
migration_required as f64 / total_queries as f64 * 100.0);
// Migrate queries that need changes
let query_migrator = QueryMigrator::new();
for (file_path, analysis) in analysis_results {
if analysis.compatibility != CompatibilityLevel::FullyCompatible {
let original_query = std::fs::read_to_string(&file_path)?;
match query_migrator.migrate_query(&original_query, &analysis) {
Ok(migrated_query) => {
let output_path = file_path.with_extension("sparql.migrated");
std::fs::write(&output_path, &migrated_query)?;
println!("ā
Migrated: {} ā {}", file_path.display(), output_path.display());
},
Err(e) => {
println!("ā Failed to migrate {}: {}", file_path.display(), e);
}
}
}
}
```
### Application Integration
```rust
use oxirs_star::migration::application::{ApplicationMigrator, CodeAnalyzer};
// Analyze application code for required changes
let code_analyzer = CodeAnalyzer::new()
.add_language(Language::Java)
.add_language(Language::Python)
.add_language(Language::JavaScript)
.add_language(Language::Rust);
let app_directory = "/path/to/application/src";
let analysis = code_analyzer.analyze_directory(app_directory)?;
println!("š Application Code Analysis:");
println!("āā Source files analyzed: {}", analysis.files_analyzed);
println!("āā RDF store dependencies: {}", analysis.rdf_dependencies.len());
println!("āā SPARQL queries found: {}", analysis.embedded_queries.len());
println!("āā API calls identified: {}", analysis.api_calls.len());
println!("āā Migration complexity: {:?}", analysis.complexity);
// Generate migration recommendations
let app_migrator = ApplicationMigrator::new();
let recommendations = app_migrator.generate_recommendations(&analysis)?;
println!("\nš” Migration Recommendations:");
for rec in recommendations {
println!(" {}: {}", rec.category, rec.description);
println!(" Effort: {:?}", rec.effort_level);
if let Some(code_example) = rec.code_example {
println!(" Example: {}", code_example);
}
}
// Generate adapter code
let adapter_config = AdapterConfig {
target_language: Language::Rust,
preserve_api_compatibility: true,
generate_documentation: true,
include_examples: true,
};
let adapters = app_migrator.generate_adapters(&analysis, adapter_config)?;
for adapter in adapters {
let output_path = format!("/path/to/adapters/{}.rs", adapter.name);
std::fs::write(&output_path, &adapter.code)?;
println!("š Generated adapter: {}", output_path);
}
```
## Performance Validation
### Migration Performance Testing
```rust
use oxirs_star::migration::validation::{PerformanceValidator, BenchmarkSuite};
// Compare performance before and after migration
let validator = PerformanceValidator::new();
// Benchmark source store
println!("š Benchmarking source store...");
let source_benchmark = validator.benchmark_store(&source_store, &benchmark_queries)?;
// Benchmark target store
println!("š Benchmarking migrated store...");
let target_benchmark = validator.benchmark_store(&target_store, &benchmark_queries)?;
// Compare results
let comparison = validator.compare_benchmarks(&source_benchmark, &target_benchmark)?;
println!("ā” Performance Comparison:");
println!("āā Query throughput: {:.1}x improvement", comparison.throughput_ratio);
println!("āā Query latency: {:.1}x improvement", comparison.latency_ratio);
println!("āā Memory usage: {:.1}x improvement", comparison.memory_ratio);
println!("āā Storage efficiency: {:.1}x improvement", comparison.storage_ratio);
println!("āā Overall performance: {:.1}x improvement", comparison.overall_ratio);
if comparison.overall_ratio < 1.0 {
println!("ā ļø Performance regression detected!");
println!("Recommendations:");
for rec in comparison.optimization_recommendations {
println!(" - {}", rec.description);
}
} else {
println!("ā
Migration performance validation passed");
}
// Stress testing
println!("šļø Running stress tests...");
let stress_test_config = StressTestConfig {
concurrent_users: 100,
queries_per_user: 1000,
data_size_multiplier: 10.0,
duration: std::time::Duration::from_secs(300), // 5 minutes
};
let stress_results = validator.run_stress_test(&target_store, stress_test_config)?;
println!("šļø Stress Test Results:");
println!("āā Peak throughput: {} queries/sec", stress_results.peak_throughput);
println!("āā Average latency: {:?}", stress_results.average_latency);
println!("āā Error rate: {:.2}%", stress_results.error_rate * 100.0);
println!("āā Memory stability: {}", if stress_results.memory_stable { "ā
" } else { "ā" });
println!("āā Performance degradation: {:.1}%", stress_results.degradation_percent);
```
## Rollback Strategies
### Migration Rollback
```rust
use oxirs_star::migration::rollback::{RollbackManager, CheckpointManager};
// Create rollback manager with checkpoints
let rollback_manager = RollbackManager::new()
.with_checkpoint_interval(std::time::Duration::from_secs(300)) // 5 minutes
.enable_incremental_backups()
.enable_transaction_logging();
// Create pre-migration checkpoint
let pre_migration_checkpoint = rollback_manager.create_checkpoint(
"pre_migration",
&source_store,
)?;
println!("šø Pre-migration checkpoint created: {}", pre_migration_checkpoint.id);
// Execute migration with rollback capability
let migration_result = rollback_manager.execute_with_rollback(
|| {
// Migration logic here
migrator.migrate(&source_store, &mut target_store)
},
RollbackPolicy::RollbackOnError
)?;
match migration_result {
MigrationResult::Success(result) => {
println!("ā
Migration completed successfully");
// Validate migration
let validation = validator.validate_migration(&source_store, &target_store)?;
if validation.is_valid {
// Commit migration
rollback_manager.commit_migration()?;
println!("ā
Migration committed");
} else {
// Rollback due to validation failure
println!("ā Validation failed, rolling back...");
rollback_manager.rollback_to_checkpoint(&pre_migration_checkpoint)?;
println!("š Rollback completed");
}
},
MigrationResult::Error(e) => {
println!("ā Migration failed: {}", e);
println!("š Rolling back to pre-migration state...");
rollback_manager.rollback_to_checkpoint(&pre_migration_checkpoint)?;
println!("ā
Rollback completed successfully");
}
}
// Cleanup old checkpoints
rollback_manager.cleanup_old_checkpoints(
std::time::Duration::from_days(7) // Keep checkpoints for 7 days
)?;
```
This comprehensive migration guide provides complete coverage for migrating from major RDF stores to OxiRS-Star, with automated tools, validation processes, and safety mechanisms to ensure successful transitions.