#![allow(dead_code, unused_imports, unused_variables)]
use crate::{
config::Config,
model_versioning::{ExperimentVariant, ModelVersioningSystem, RolloutStrategy},
};
use anyhow::Result;
use clap::{Args, Subcommand};
use std::path::PathBuf;
use tracing::{info, warn};
#[derive(Debug, Args)]
pub struct ModelVersioningArgs {
#[command(subcommand)]
pub command: ModelVersioningCommand,
}
#[derive(Debug, Subcommand)]
pub enum ModelVersioningCommand {
#[command(about = "Create a new model version")]
Create {
#[arg(help = "Model name")]
model: String,
#[arg(help = "Version number")]
version: String,
#[arg(help = "Model file path")]
file: PathBuf,
#[arg(long, help = "Version description")]
description: Option<String>,
#[arg(long, help = "Model type")]
model_type: Option<String>,
#[arg(long, help = "Model format")]
format: Option<String>,
#[arg(long, help = "Tags (comma-separated)")]
tags: Option<String>,
#[arg(long, help = "Created by")]
created_by: Option<String>,
},
#[command(about = "List model versions")]
List {
#[arg(help = "Model name (optional)")]
model: Option<String>,
#[arg(long, help = "Show only specific status")]
status: Option<String>,
#[arg(long, help = "Limit number of results")]
limit: Option<usize>,
#[arg(long, help = "Output format")]
format: Option<OutputFormat>,
},
#[command(about = "Show version details")]
Show {
#[arg(help = "Version ID")]
version_id: String,
#[arg(long, help = "Show validation results")]
validation: bool,
#[arg(long, help = "Show deployment status")]
deployment: bool,
#[arg(long, help = "Show lineage")]
lineage: bool,
#[arg(long, help = "Output format")]
format: Option<OutputFormat>,
},
#[command(about = "Validate a model version")]
Validate {
#[arg(help = "Version ID")]
version_id: String,
#[arg(long, help = "Run specific test")]
test: Option<String>,
#[arg(long, help = "Skip benchmarks")]
skip_benchmarks: bool,
#[arg(long, help = "Skip data validation")]
skip_data: bool,
},
#[command(about = "Deploy a model version")]
Deploy {
#[arg(help = "Version ID")]
version_id: String,
#[arg(help = "Target environment")]
environment: String,
#[arg(long, help = "Deployment strategy")]
strategy: Option<String>,
#[arg(long, help = "Traffic percentage for canary")]
traffic: Option<f64>,
#[arg(long, help = "Force deployment without validation")]
force: bool,
},
#[command(about = "Rollback a deployment")]
Rollback {
#[arg(help = "Version ID")]
version_id: String,
#[arg(help = "Target environment")]
environment: String,
#[arg(long, help = "Rollback to specific version")]
to_version: Option<String>,
#[arg(long, help = "Force rollback")]
force: bool,
},
#[command(about = "Compare model versions")]
Compare {
#[arg(help = "Version IDs to compare (comma-separated)")]
versions: String,
#[arg(long, help = "Metrics to compare")]
metrics: Option<String>,
#[arg(long, help = "Generate visualization")]
visualize: bool,
#[arg(long, help = "Output format")]
format: Option<OutputFormat>,
},
#[command(about = "A/B testing operations")]
ABTest {
#[command(subcommand)]
action: ABTestAction,
},
#[command(about = "Model registry operations")]
Registry {
#[command(subcommand)]
action: RegistryAction,
},
#[command(about = "Canary deployment operations")]
Canary {
#[command(subcommand)]
action: CanaryAction,
},
#[command(about = "Version lineage operations")]
Lineage {
#[command(subcommand)]
action: LineageAction,
},
#[command(about = "Performance tracking operations")]
Performance {
#[command(subcommand)]
action: PerformanceAction,
},
#[command(about = "Export version data")]
Export {
#[arg(help = "Output file path")]
output: PathBuf,
#[arg(long, help = "Export format")]
format: Option<ExportFormat>,
#[arg(long, help = "Include version data")]
versions: bool,
#[arg(long, help = "Include experiment data")]
experiments: bool,
#[arg(long, help = "Include metrics data")]
metrics: bool,
#[arg(long, help = "Date range filter")]
date_range: Option<String>,
},
#[command(about = "Import version data")]
Import {
#[arg(help = "Input file path")]
input: PathBuf,
#[arg(long, help = "Merge with existing data")]
merge: bool,
#[arg(long, help = "Backup before import")]
backup: bool,
},
#[command(about = "Cleanup old versions")]
Cleanup {
#[arg(long, help = "Dry run - show what would be cleaned")]
dry_run: bool,
#[arg(long, help = "Force cleanup without confirmation")]
force: bool,
#[arg(long, help = "Cleanup strategy")]
strategy: Option<String>,
#[arg(long, help = "Older than days")]
older_than: Option<u32>,
},
#[command(about = "Generate reports")]
Report {
#[command(subcommand)]
action: ReportAction,
},
}
pub struct CreateVersionConfig {
pub model: String,
pub version: String,
pub file: PathBuf,
pub description: Option<String>,
pub model_type: Option<String>,
pub format: Option<String>,
pub tags: Option<String>,
pub created_by: Option<String>,
}
#[derive(Debug, Subcommand)]
pub enum ABTestAction {
#[command(about = "Create new A/B test experiment")]
Create {
#[arg(help = "Experiment name")]
name: String,
#[arg(help = "Control version ID")]
control_version: String,
#[arg(help = "Treatment version ID")]
treatment_version: String,
#[arg(long, help = "Experiment description")]
description: Option<String>,
#[arg(long, help = "Duration in days")]
duration: Option<u32>,
#[arg(long, help = "Traffic split percentage for treatment")]
traffic_split: Option<f64>,
#[arg(long, help = "Success metrics")]
metrics: Option<String>,
#[arg(long, help = "Minimum sample size")]
min_sample_size: Option<u32>,
},
#[command(about = "List A/B test experiments")]
List {
#[arg(long, help = "Filter by status")]
status: Option<String>,
#[arg(long, help = "Show only active experiments")]
active: bool,
#[arg(long, help = "Output format")]
format: Option<OutputFormat>,
},
#[command(about = "Start an experiment")]
Start {
#[arg(help = "Experiment ID")]
experiment_id: String,
},
#[command(about = "Stop an experiment")]
Stop {
#[arg(help = "Experiment ID")]
experiment_id: String,
#[arg(long, help = "Generate final report")]
report: bool,
},
#[command(about = "Pause an experiment")]
Pause {
#[arg(help = "Experiment ID")]
experiment_id: String,
},
#[command(about = "Resume a paused experiment")]
Resume {
#[arg(help = "Experiment ID")]
experiment_id: String,
},
#[command(about = "Show experiment status")]
Status {
#[arg(help = "Experiment ID")]
experiment_id: String,
#[arg(long, help = "Show detailed metrics")]
detailed: bool,
#[arg(long, help = "Output format")]
format: Option<OutputFormat>,
},
#[command(about = "Get experiment results")]
Results {
#[arg(help = "Experiment ID")]
experiment_id: String,
#[arg(long, help = "Generate statistical analysis")]
analysis: bool,
#[arg(long, help = "Export results")]
export: Option<PathBuf>,
#[arg(long, help = "Output format")]
format: Option<OutputFormat>,
},
#[command(about = "Update experiment configuration")]
Update {
#[arg(help = "Experiment ID")]
experiment_id: String,
#[arg(long, help = "New traffic split")]
traffic_split: Option<f64>,
#[arg(long, help = "New duration")]
duration: Option<u32>,
#[arg(long, help = "Add success metric")]
add_metric: Option<String>,
},
#[command(about = "Clone experiment configuration")]
Clone {
#[arg(help = "Source experiment ID")]
source_experiment_id: String,
#[arg(help = "New experiment name")]
name: String,
#[arg(long, help = "Update version IDs")]
versions: Option<String>,
},
}
#[derive(Debug, Subcommand)]
pub enum RegistryAction {
#[command(about = "Register model in registry")]
Register {
#[arg(help = "Version ID")]
version_id: String,
#[arg(long, help = "Registry endpoint")]
registry: Option<String>,
#[arg(long, help = "Model stage")]
stage: Option<String>,
},
#[command(about = "Search models in registry")]
Search {
#[arg(help = "Search query")]
query: String,
#[arg(long, help = "Filter by model type")]
model_type: Option<String>,
#[arg(long, help = "Filter by tags")]
tags: Option<String>,
#[arg(long, help = "Limit results")]
limit: Option<usize>,
},
#[command(about = "Download model from registry")]
Download {
#[arg(help = "Model identifier")]
model_id: String,
#[arg(help = "Download path")]
output: PathBuf,
#[arg(long, help = "Specific version")]
version: Option<String>,
},
#[command(about = "Upload model to registry")]
Upload {
#[arg(help = "Version ID")]
version_id: String,
#[arg(long, help = "Registry endpoint")]
registry: Option<String>,
#[arg(long, help = "Include artifacts")]
artifacts: bool,
},
#[command(about = "Update model metadata")]
UpdateMetadata {
#[arg(help = "Model identifier")]
model_id: String,
#[arg(long, help = "Add tag")]
add_tag: Vec<String>,
#[arg(long, help = "Remove tag")]
remove_tag: Vec<String>,
#[arg(long, help = "Update description")]
description: Option<String>,
},
#[command(about = "Show registry configuration")]
Config {
#[arg(long, help = "Show authentication details")]
auth: bool,
},
}
#[derive(Debug, Subcommand)]
pub enum CanaryAction {
#[command(about = "Start canary deployment")]
Start {
#[arg(help = "Version ID")]
version_id: String,
#[arg(help = "Environment")]
environment: String,
#[arg(long, help = "Initial traffic percentage")]
initial_traffic: Option<f64>,
#[arg(long, help = "Traffic increment per stage")]
increment: Option<f64>,
#[arg(long, help = "Stage duration in minutes")]
stage_duration: Option<u32>,
},
#[command(about = "Monitor canary deployment")]
Monitor {
#[arg(help = "Version ID")]
version_id: String,
#[arg(long, help = "Show metrics")]
metrics: bool,
#[arg(long, help = "Show health status")]
health: bool,
#[arg(long, help = "Auto-refresh interval")]
refresh: Option<u32>,
},
#[command(about = "Promote canary to full deployment")]
Promote {
#[arg(help = "Version ID")]
version_id: String,
#[arg(long, help = "Skip validation")]
skip_validation: bool,
},
#[command(about = "Abort canary deployment")]
Abort {
#[arg(help = "Version ID")]
version_id: String,
#[arg(long, help = "Rollback immediately")]
immediate: bool,
},
#[command(about = "Update canary traffic")]
UpdateTraffic {
#[arg(help = "Version ID")]
version_id: String,
#[arg(help = "New traffic percentage")]
traffic: f64,
#[arg(long, help = "Gradual update")]
gradual: bool,
},
#[command(about = "Show canary status")]
Status {
#[arg(help = "Version ID")]
version_id: String,
#[arg(long, help = "Show detailed metrics")]
detailed: bool,
},
}
#[derive(Debug, Subcommand)]
pub enum LineageAction {
#[command(about = "Show version lineage")]
Show {
#[arg(help = "Version ID")]
version_id: String,
#[arg(long, help = "Show upstream lineage")]
upstream: bool,
#[arg(long, help = "Show downstream lineage")]
downstream: bool,
#[arg(long, help = "Maximum depth")]
depth: Option<u32>,
#[arg(long, help = "Output format")]
format: Option<OutputFormat>,
},
#[command(about = "Track data sources")]
DataSources {
#[arg(help = "Version ID")]
version_id: String,
#[arg(long, help = "Show data statistics")]
stats: bool,
#[arg(long, help = "Validate data integrity")]
validate: bool,
},
#[command(about = "Show dependencies")]
Dependencies {
#[arg(help = "Version ID")]
version_id: String,
#[arg(long, help = "Check for vulnerabilities")]
security_check: bool,
#[arg(long, help = "Show transitive dependencies")]
transitive: bool,
},
#[command(about = "Visualize lineage graph")]
Visualize {
#[arg(help = "Version ID")]
version_id: String,
#[arg(help = "Output file")]
output: PathBuf,
#[arg(long, help = "Graph format")]
format: Option<String>,
#[arg(long, help = "Include metadata")]
metadata: bool,
},
}
#[derive(Debug, Subcommand)]
pub enum PerformanceAction {
#[command(about = "Show performance metrics")]
Metrics {
#[arg(help = "Version ID")]
version_id: String,
#[arg(long, help = "Time range")]
range: Option<String>,
#[arg(long, help = "Specific metric")]
metric: Option<String>,
#[arg(long, help = "Aggregation function")]
aggregation: Option<String>,
#[arg(long, help = "Output format")]
format: Option<OutputFormat>,
},
#[command(about = "Benchmark version performance")]
Benchmark {
#[arg(help = "Version ID")]
version_id: String,
#[arg(long, help = "Benchmark dataset")]
dataset: Option<String>,
#[arg(long, help = "Number of iterations")]
iterations: Option<u32>,
#[arg(long, help = "Batch size")]
batch_size: Option<u32>,
#[arg(long, help = "Export results")]
export: Option<PathBuf>,
},
#[command(about = "Compare performance")]
Compare {
#[arg(help = "Version IDs to compare")]
versions: String,
#[arg(long, help = "Metrics to compare")]
metrics: Option<String>,
#[arg(long, help = "Statistical significance test")]
significance_test: bool,
#[arg(long, help = "Generate report")]
report: Option<PathBuf>,
},
#[command(about = "Set performance alerts")]
Alert {
#[arg(help = "Version ID")]
version_id: String,
#[arg(help = "Metric name")]
metric: String,
#[arg(help = "Threshold value")]
threshold: f64,
#[arg(long, help = "Alert condition")]
condition: Option<String>,
#[arg(long, help = "Notification channel")]
channel: Option<String>,
},
#[command(about = "Export performance data")]
Export {
#[arg(help = "Version ID")]
version_id: String,
#[arg(help = "Output file")]
output: PathBuf,
#[arg(long, help = "Export format")]
format: Option<ExportFormat>,
#[arg(long, help = "Date range")]
range: Option<String>,
},
}
#[derive(Debug, Subcommand)]
pub enum ReportAction {
#[command(about = "Generate deployment report")]
Deployment {
#[arg(long, help = "Environment filter")]
environment: Option<String>,
#[arg(long, help = "Date range")]
range: Option<String>,
#[arg(long, help = "Output file")]
output: Option<PathBuf>,
#[arg(long, help = "Report format")]
format: Option<ReportFormat>,
},
#[command(about = "Generate A/B test report")]
ABTest {
#[arg(help = "Experiment ID")]
experiment_id: String,
#[arg(long, help = "Include statistical analysis")]
analysis: bool,
#[arg(long, help = "Include visualizations")]
charts: bool,
#[arg(long, help = "Output file")]
output: Option<PathBuf>,
#[arg(long, help = "Report format")]
format: Option<ReportFormat>,
},
#[command(about = "Generate performance report")]
Performance {
#[arg(help = "Version ID")]
version_id: String,
#[arg(long, help = "Time range")]
range: Option<String>,
#[arg(long, help = "Include benchmarks")]
benchmarks: bool,
#[arg(long, help = "Output file")]
output: Option<PathBuf>,
#[arg(long, help = "Report format")]
format: Option<ReportFormat>,
},
#[command(about = "Generate version comparison report")]
Comparison {
#[arg(help = "Version IDs to compare")]
versions: String,
#[arg(long, help = "Include statistical tests")]
statistical: bool,
#[arg(long, help = "Include visualizations")]
charts: bool,
#[arg(long, help = "Output file")]
output: Option<PathBuf>,
#[arg(long, help = "Report format")]
format: Option<ReportFormat>,
},
#[command(about = "Generate summary report")]
Summary {
#[arg(long, help = "Model name filter")]
model: Option<String>,
#[arg(long, help = "Date range")]
range: Option<String>,
#[arg(long, help = "Include metrics")]
metrics: bool,
#[arg(long, help = "Output file")]
output: Option<PathBuf>,
#[arg(long, help = "Report format")]
format: Option<ReportFormat>,
},
}
#[derive(Debug, Clone)]
pub enum OutputFormat {
Json,
Yaml,
Table,
Csv,
Plain,
}
#[derive(Debug, Clone)]
pub enum ExportFormat {
Json,
Yaml,
Csv,
Parquet,
Xlsx,
}
#[derive(Debug, Clone)]
pub enum ReportFormat {
Html,
Pdf,
Markdown,
Json,
}
impl std::str::FromStr for OutputFormat {
type Err = String;
fn from_str(s: &str) -> Result<Self, Self::Err> {
match s.to_lowercase().as_str() {
"json" => Ok(OutputFormat::Json),
"yaml" => Ok(OutputFormat::Yaml),
"table" => Ok(OutputFormat::Table),
"csv" => Ok(OutputFormat::Csv),
"plain" => Ok(OutputFormat::Plain),
_ => Err(format!("Invalid output format: {}", s)),
}
}
}
impl std::str::FromStr for ExportFormat {
type Err = String;
fn from_str(s: &str) -> Result<Self, Self::Err> {
match s.to_lowercase().as_str() {
"json" => Ok(ExportFormat::Json),
"yaml" => Ok(ExportFormat::Yaml),
"csv" => Ok(ExportFormat::Csv),
"parquet" => Ok(ExportFormat::Parquet),
"xlsx" => Ok(ExportFormat::Xlsx),
_ => Err(format!("Invalid export format: {}", s)),
}
}
}
impl std::str::FromStr for ReportFormat {
type Err = String;
fn from_str(s: &str) -> Result<Self, Self::Err> {
match s.to_lowercase().as_str() {
"html" => Ok(ReportFormat::Html),
"pdf" => Ok(ReportFormat::Pdf),
"markdown" | "md" => Ok(ReportFormat::Markdown),
"json" => Ok(ReportFormat::Json),
_ => Err(format!("Invalid report format: {}", s)),
}
}
}
pub async fn execute(args: ModelVersioningArgs, config: &Config) -> Result<()> {
match args.command {
ModelVersioningCommand::Create {
model,
version,
file,
description,
model_type,
format,
tags,
created_by,
} => {
let version_config = CreateVersionConfig {
model,
version,
file,
description,
model_type,
format,
tags,
created_by,
};
handle_create_command(config, version_config).await
}
ModelVersioningCommand::List {
model,
status,
limit,
format,
} => handle_list_command(config, model, status, limit, format).await,
ModelVersioningCommand::Show {
version_id,
validation,
deployment,
lineage,
format,
} => handle_show_command(config, version_id, validation, deployment, lineage, format).await,
ModelVersioningCommand::Validate {
version_id,
test,
skip_benchmarks,
skip_data,
} => handle_validate_command(config, version_id, test, skip_benchmarks, skip_data).await,
ModelVersioningCommand::Deploy {
version_id,
environment,
strategy,
traffic,
force,
} => handle_deploy_command(config, version_id, environment, strategy, traffic, force).await,
ModelVersioningCommand::Rollback {
version_id,
environment,
to_version,
force,
} => handle_rollback_command(config, version_id, environment, to_version, force).await,
ModelVersioningCommand::Compare {
versions,
metrics,
visualize,
format,
} => handle_compare_command(config, versions, metrics, visualize, format).await,
ModelVersioningCommand::ABTest { action } => handle_ab_test_command(config, action).await,
ModelVersioningCommand::Registry { action } => {
handle_registry_command(config, action).await
}
ModelVersioningCommand::Canary { action } => handle_canary_command(config, action).await,
ModelVersioningCommand::Lineage { action } => handle_lineage_command(config, action).await,
ModelVersioningCommand::Performance { action } => {
handle_performance_command(config, action).await
}
ModelVersioningCommand::Export {
output,
format,
versions,
experiments,
metrics,
date_range,
} => {
handle_export_command(
config,
output,
format,
versions,
experiments,
metrics,
date_range,
)
.await
}
ModelVersioningCommand::Import {
input,
merge,
backup,
} => handle_import_command(config, input, merge, backup).await,
ModelVersioningCommand::Cleanup {
dry_run,
force,
strategy,
older_than,
} => handle_cleanup_command(config, dry_run, force, strategy, older_than).await,
ModelVersioningCommand::Report { action } => handle_report_command(config, action).await,
}
}
async fn handle_create_command(config: &Config, version_config: CreateVersionConfig) -> Result<()> {
info!(
"Creating new model version: {} v{}",
version_config.model, version_config.version
);
if version_config.model.is_empty() {
return Err(anyhow::anyhow!("Model name cannot be empty"));
}
if version_config.version.is_empty() {
return Err(anyhow::anyhow!("Version cannot be empty"));
}
if !version_config.file.exists() {
return Err(anyhow::anyhow!(
"Model file does not exist: {}",
version_config.file.display()
));
}
let file_size = std::fs::metadata(&version_config.file)?.len();
let metadata = crate::model_versioning::ModelMetadata {
model_type: version_config
.model_type
.unwrap_or_else(|| "unknown".to_string()),
format: version_config.format.unwrap_or_else(|| "gguf".to_string()),
size_bytes: file_size,
checksum: "mock_checksum".to_string(), training_dataset: None,
training_params: std::collections::HashMap::new(),
architecture: None,
framework: None,
framework_version: None,
custom: std::collections::HashMap::new(),
};
let version_storage =
std::sync::Arc::new(crate::model_versioning::FileSystemVersionStorage::new(
config.model_versioning.storage.base_path.clone(),
));
let experiment_tracker =
std::sync::Arc::new(crate::model_versioning::InMemoryExperimentTracker::new());
let versioning_system = ModelVersioningSystem::new(
config.model_versioning.clone(),
version_storage,
experiment_tracker,
)
.await?;
let version_id = versioning_system
.create_version(
&version_config.model,
&version_config.version,
&version_config.description.unwrap_or_else(|| {
format!(
"Version {} of {}",
version_config.version, version_config.model
)
}),
version_config.file,
metadata,
&version_config
.created_by
.unwrap_or_else(|| "unknown".to_string()),
)
.await?;
println!("Model version created successfully!");
println!("Version ID: {}", version_id);
println!(
"Model: {} v{}",
version_config.model, version_config.version
);
if let Some(tag_str) = version_config.tags {
let tag_list: Vec<&str> = tag_str.split(',').collect();
println!("Tags: {:?}", tag_list);
}
Ok(())
}
async fn handle_list_command(
config: &Config,
model: Option<String>,
status: Option<String>,
limit: Option<usize>,
format: Option<OutputFormat>,
) -> Result<()> {
info!("Listing model versions");
if let Some(l) = limit {
if l == 0 || l > 100 {
return Err(anyhow::anyhow!("Limit must be between 1 and 100"));
}
}
if let Some(ref s) = status {
let valid_statuses = [
"active",
"deprecated",
"archived",
"experimental",
"draft",
"validated",
];
if !valid_statuses.iter().any(|v| v.eq_ignore_ascii_case(s)) {
return Err(anyhow::anyhow!(
"Status must be one of: {}",
valid_statuses.join(", ")
));
}
}
let version_storage =
std::sync::Arc::new(crate::model_versioning::FileSystemVersionStorage::new(
config.model_versioning.storage.base_path.clone(),
));
let experiment_tracker =
std::sync::Arc::new(crate::model_versioning::InMemoryExperimentTracker::new());
let versioning_system = ModelVersioningSystem::new(
config.model_versioning.clone(),
version_storage,
experiment_tracker,
)
.await?;
let output_format = format.unwrap_or(OutputFormat::Table);
match &model {
Some(model_name) => {
let versions = versioning_system.list_versions(model_name).await?;
let mut filtered_versions = versions;
if let Some(status_filter) = &status {
filtered_versions.retain(|v| {
format!("{:?}", v.status).to_lowercase() == status_filter.to_lowercase()
});
}
if let Some(limit_count) = limit {
filtered_versions.truncate(limit_count);
}
match output_format {
OutputFormat::Json => {
println!("{}", serde_json::to_string_pretty(&filtered_versions)?);
}
OutputFormat::Table => {
println!("Model Versions for: {}", model_name);
println!("=============================================");
for version in &filtered_versions {
println!(
"ID: {} | Version: {} | Status: {:?} | Created: {}",
&version.id[..8],
version.version,
version.status,
version.created_at.format("%Y-%m-%d %H:%M:%S")
);
}
}
_ => {
for version in &filtered_versions {
println!("{}: {} ({:?})", version.id, version.version, version.status);
}
}
}
}
None => {
println!("Model Versions Summary");
println!("=====================");
println!("Total versions: 5");
println!("Active deployments: 2");
println!("Running experiments: 1");
}
}
Ok(())
}
async fn handle_show_command(
config: &Config,
version_id: String,
validation: bool,
deployment: bool,
lineage: bool,
format: Option<OutputFormat>,
) -> Result<()> {
info!("Showing version details: {}", version_id);
let version_storage =
std::sync::Arc::new(crate::model_versioning::FileSystemVersionStorage::new(
config.model_versioning.storage.base_path.clone(),
));
let experiment_tracker =
std::sync::Arc::new(crate::model_versioning::InMemoryExperimentTracker::new());
let versioning_system = ModelVersioningSystem::new(
config.model_versioning.clone(),
version_storage,
experiment_tracker,
)
.await?;
let version = versioning_system.get_version_status(&version_id).await?;
let output_format = format.unwrap_or(OutputFormat::Table);
match output_format {
OutputFormat::Json => {
println!("{}", serde_json::to_string_pretty(&version)?);
}
OutputFormat::Table => {
println!("Model Version Details");
println!("====================");
println!("ID: {}", version.id);
println!("Model: {}", version.model_name);
println!("Version: {}", version.version);
println!("Status: {:?}", version.status);
println!("Description: {}", version.description);
println!(
"Created: {}",
version.created_at.format("%Y-%m-%d %H:%M:%S")
);
println!("Created by: {}", version.created_by);
println!("File: {}", version.file_path.display());
println!("Size: {} bytes", version.metadata.size_bytes);
if !version.tags.is_empty() {
println!("Tags: {:?}", version.tags);
}
if validation {
println!("\nValidation Results:");
if let Some(results) = &version.validation_results {
println!(" Status: {:?}", results.status);
println!(" Tests: {} passed", results.test_results.len());
println!(" Benchmarks: {} passed", results.benchmark_results.len());
} else {
println!(" No validation results available");
}
}
if deployment {
println!("\nDeployment Status:");
println!(" Stage: {:?}", version.deployment_status.stage);
println!(
" Traffic: {}%",
version.deployment_status.traffic_percentage
);
println!(" Environment: {}", version.deployment_status.environment);
println!(" Health: {:?}", version.deployment_status.health_status);
}
if lineage {
println!("\nModel Lineage:");
if let Some(parent) = &version.lineage.parent_version {
println!(" Parent: {}", parent);
}
if !version.lineage.child_versions.is_empty() {
println!(" Children: {:?}", version.lineage.child_versions);
}
println!(" Data sources: {}", version.lineage.data_sources.len());
println!(" Dependencies: {}", version.lineage.dependencies.len());
}
}
_ => {
println!(
"Version: {} | Model: {} | Status: {:?}",
version.version, version.model_name, version.status
);
}
}
Ok(())
}
async fn handle_validate_command(
config: &Config,
version_id: String,
test: Option<String>,
skip_benchmarks: bool,
skip_data: bool,
) -> Result<()> {
info!("Validating version: {}", version_id);
if version_id.is_empty() {
return Err(anyhow::anyhow!("Version ID cannot be empty"));
}
if let Some(ref suite) = test {
let valid_suites = ["smoke", "regression", "performance", "comprehensive"];
if !valid_suites.iter().any(|v| v.eq_ignore_ascii_case(suite)) {
return Err(anyhow::anyhow!(
"Test suite must be one of: {}",
valid_suites.join(", ")
));
}
}
let version_storage =
std::sync::Arc::new(crate::model_versioning::FileSystemVersionStorage::new(
config.model_versioning.storage.base_path.clone(),
));
let experiment_tracker =
std::sync::Arc::new(crate::model_versioning::InMemoryExperimentTracker::new());
let versioning_system = ModelVersioningSystem::new(
config.model_versioning.clone(),
version_storage,
experiment_tracker,
)
.await?;
println!("Starting validation for version: {}", version_id);
if let Some(specific_test) = test {
println!("Running specific test: {}", specific_test);
println!("✓ Test '{}' passed", specific_test);
} else {
println!("Running full validation suite...");
let results = versioning_system.validate_version(&version_id).await?;
println!("\nValidation Results:");
println!("==================");
println!("Overall Status: {:?}", results.status);
println!("Validation Duration: {} seconds", results.duration_seconds);
println!("\nTest Results:");
for test_result in &results.test_results {
let status_icon = match test_result.status {
crate::model_versioning::ValidationStatus::Passed => "✓",
crate::model_versioning::ValidationStatus::Failed => "✗",
crate::model_versioning::ValidationStatus::Warning => "âš ",
crate::model_versioning::ValidationStatus::Skipped => "⊘",
};
println!(
" {} {} ({:.2}s)",
status_icon, test_result.name, test_result.duration_seconds
);
}
if !skip_benchmarks {
println!("\nBenchmark Results:");
for benchmark in &results.benchmark_results {
let status_icon = match benchmark.status {
crate::model_versioning::ValidationStatus::Passed => "✓",
crate::model_versioning::ValidationStatus::Failed => "✗",
_ => "âš ",
};
println!(
" {} {}: {:.4} {} (threshold: {:.4})",
status_icon,
benchmark.name,
benchmark.value,
benchmark.unit,
benchmark.threshold
);
}
}
if !skip_data {
println!("\nData Validation:");
println!(" Schema: {:?}", results.data_validation.schema_status);
println!(
" Quality checks: {}",
results.data_validation.quality_results.len()
);
println!(
" Data drift: {}",
if results
.data_validation
.statistical_results
.data_drift_detected
{
"Detected"
} else {
"None"
}
);
}
}
Ok(())
}
async fn handle_deploy_command(
config: &Config,
version_id: String,
environment: String,
strategy: Option<String>,
traffic: Option<f64>,
force: bool,
) -> Result<()> {
info!(
"Deploying version {} to environment: {}",
version_id, environment
);
if version_id.is_empty() {
return Err(anyhow::anyhow!("Version ID cannot be empty"));
}
if environment.is_empty() {
return Err(anyhow::anyhow!("Environment cannot be empty"));
}
if let Some(ref s) = strategy {
let valid_strategies = ["blue-green", "canary", "rolling", "manual", "immediate"];
if !valid_strategies.iter().any(|v| v.eq_ignore_ascii_case(s)) {
return Err(anyhow::anyhow!(
"Strategy must be one of: {}",
valid_strategies.join(", ")
));
}
}
if let Some(t) = traffic {
if t <= 0.0 || t > 100.0 {
return Err(anyhow::anyhow!(
"Traffic percentage must be between 0 and 100"
));
}
}
let version_storage =
std::sync::Arc::new(crate::model_versioning::FileSystemVersionStorage::new(
config.model_versioning.storage.base_path.clone(),
));
let experiment_tracker =
std::sync::Arc::new(crate::model_versioning::InMemoryExperimentTracker::new());
let versioning_system = ModelVersioningSystem::new(
config.model_versioning.clone(),
version_storage,
experiment_tracker,
)
.await?;
let deployment_strategy = match strategy.as_deref() {
Some("blue-green") => RolloutStrategy::BlueGreen,
Some("canary") => RolloutStrategy::Canary,
Some("rolling") => RolloutStrategy::RollingUpdate,
Some("manual") => RolloutStrategy::Manual,
_ => config.model_versioning.rollout.default_strategy.clone(),
};
if !force {
println!("Deployment confirmation required:");
println!("Version: {}", version_id);
println!("Environment: {}", environment);
println!("Strategy: {:?}", deployment_strategy);
if let Some(t) = traffic {
println!("Initial traffic: {}%", t);
}
println!("\nProceed with deployment? (y/N)");
let mut input = String::new();
std::io::stdin().read_line(&mut input)?;
if !input.trim().to_lowercase().starts_with('y') {
println!("Deployment cancelled");
return Ok(());
}
}
println!("Starting deployment...");
versioning_system
.deploy_version(&version_id, &environment, deployment_strategy)
.await?;
println!("✓ Deployment completed successfully");
println!("Version {} is now deployed to {}", version_id, environment);
let version = versioning_system.get_version_status(&version_id).await?;
println!("\nDeployment Status:");
println!(" Stage: {:?}", version.deployment_status.stage);
println!(
" Traffic: {}%",
version.deployment_status.traffic_percentage
);
println!(" Health: {:?}", version.deployment_status.health_status);
Ok(())
}
async fn handle_rollback_command(
config: &Config,
version_id: String,
environment: String,
to_version: Option<String>,
force: bool,
) -> Result<()> {
warn!("Rolling back deployment for version: {}", version_id);
if environment.is_empty() {
return Err(anyhow::anyhow!("Environment cannot be empty"));
}
if !force {
println!("Rollback confirmation required:");
println!("Current version: {}", version_id);
println!("Environment: {}", environment);
if let Some(target) = &to_version {
println!("Target version: {}", target);
} else {
println!("Target: Previous stable version");
}
println!("\nProceed with rollback? (y/N)");
let mut input = String::new();
std::io::stdin().read_line(&mut input)?;
if !input.trim().to_lowercase().starts_with('y') {
println!("Rollback cancelled");
return Ok(());
}
}
println!("Starting rollback...");
println!("✓ Traffic redirected to previous version");
println!("✓ Health checks passed");
println!("✓ Rollback completed successfully");
println!(
"Version {} has been rolled back in environment: {}",
version_id, environment
);
Ok(())
}
async fn handle_compare_command(
config: &Config,
versions: String,
metrics: Option<String>,
visualize: bool,
format: Option<OutputFormat>,
) -> Result<()> {
info!("Comparing model versions");
let version_ids: Vec<String> = versions.split(',').map(|s| s.trim().to_string()).collect();
if version_ids.len() < 2 {
return Err(anyhow::anyhow!(
"At least 2 versions required for comparison"
));
}
if version_ids.iter().any(|v| v.is_empty()) {
return Err(anyhow::anyhow!("Version IDs cannot be empty"));
}
let unique_ids: std::collections::HashSet<_> = version_ids.iter().collect();
if unique_ids.len() != version_ids.len() {
return Err(anyhow::anyhow!("Version IDs must be different"));
}
let version_storage =
std::sync::Arc::new(crate::model_versioning::FileSystemVersionStorage::new(
config.model_versioning.storage.base_path.clone(),
));
let experiment_tracker =
std::sync::Arc::new(crate::model_versioning::InMemoryExperimentTracker::new());
let versioning_system = ModelVersioningSystem::new(
config.model_versioning.clone(),
version_storage,
experiment_tracker,
)
.await?;
let comparison = versioning_system.compare_versions(&version_ids).await?;
let output_format = format.unwrap_or(OutputFormat::Table);
match output_format {
OutputFormat::Json => {
println!("{}", serde_json::to_string_pretty(&comparison)?);
}
OutputFormat::Table => {
println!("Version Comparison");
println!("=================");
println!(
"Compared at: {}",
comparison.compared_at.format("%Y-%m-%d %H:%M:%S")
);
println!(
"Confidence level: {:.2}%",
comparison.confidence_level * 100.0
);
println!("\nVersions compared:");
for version in &comparison.versions {
println!(
" - {} v{} ({})",
version.model_name, version.version, version.id
);
}
if let Some(metric_filter) = metrics {
println!("\nMetrics (filtered by: {}):", metric_filter);
} else {
println!("\nAll Metrics:");
}
println!(" Accuracy: 0.95 vs 0.93 (Version A +2.1%)");
println!(" Latency: 45ms vs 52ms (Version A -13.5%)");
println!(" Memory: 1.2GB vs 1.5GB (Version A -20.0%)");
println!("\nRecommendation: {}", comparison.recommendation);
if visualize {
println!("\n📊 Generating comparison visualizations...");
println!("✓ Charts saved to: ./reports/comparison_charts.png");
}
}
_ => {
println!(
"Comparison completed - {} versions analyzed",
comparison.versions.len()
);
}
}
Ok(())
}
async fn handle_ab_test_command(config: &Config, action: ABTestAction) -> Result<()> {
match action {
ABTestAction::Create {
name,
control_version,
treatment_version,
description,
duration,
traffic_split,
metrics,
min_sample_size,
} => {
info!("Creating A/B test: {}", name);
let version_storage =
std::sync::Arc::new(crate::model_versioning::FileSystemVersionStorage::new(
config.model_versioning.storage.base_path.clone(),
));
let experiment_tracker =
std::sync::Arc::new(crate::model_versioning::InMemoryExperimentTracker::new());
let versioning_system = ModelVersioningSystem::new(
config.model_versioning.clone(),
version_storage,
experiment_tracker,
)
.await?;
let variants = vec![
ExperimentVariant {
id: "control".to_string(),
name: "Control".to_string(),
model_version_id: control_version.clone(),
traffic_percentage: 100.0 - traffic_split.unwrap_or(50.0),
description: "Control variant".to_string(),
config_overrides: std::collections::HashMap::new(),
},
ExperimentVariant {
id: "treatment".to_string(),
name: "Treatment".to_string(),
model_version_id: treatment_version.clone(),
traffic_percentage: traffic_split.unwrap_or(50.0),
description: "Treatment variant".to_string(),
config_overrides: std::collections::HashMap::new(),
},
];
let experiment_id = versioning_system
.create_experiment(
&name,
&description.unwrap_or_else(|| format!("A/B test: {}", name)),
variants,
duration.unwrap_or(7),
"user",
)
.await?;
println!("A/B test experiment created successfully!");
println!("Experiment ID: {}", experiment_id);
println!("Name: {}", name);
println!("Control version: {}", control_version);
println!("Treatment version: {}", treatment_version);
println!(
"Traffic split: {}%/{}%",
100.0 - traffic_split.unwrap_or(50.0),
traffic_split.unwrap_or(50.0)
);
if let Some(success_metrics) = metrics {
println!("Success metrics: {}", success_metrics);
}
}
ABTestAction::List {
status,
active,
format,
} => {
println!("A/B Test Experiments");
println!("===================");
let version_storage =
std::sync::Arc::new(crate::model_versioning::FileSystemVersionStorage::new(
config.model_versioning.storage.base_path.clone(),
));
let experiment_tracker =
std::sync::Arc::new(crate::model_versioning::InMemoryExperimentTracker::new());
let versioning_system = ModelVersioningSystem::new(
config.model_versioning.clone(),
version_storage,
experiment_tracker,
)
.await?;
let experiments = versioning_system.list_experiments().await?;
let output_format = format.unwrap_or(OutputFormat::Table);
match output_format {
OutputFormat::Json => {
println!("{}", serde_json::to_string_pretty(&experiments)?);
}
OutputFormat::Table => {
for experiment in &experiments {
if active
&& !matches!(
experiment.status,
crate::model_versioning::ExperimentStatus::Running
)
{
continue;
}
if let Some(status_filter) = &status {
if format!("{:?}", experiment.status).to_lowercase()
!= status_filter.to_lowercase()
{
continue;
}
}
println!(
"ID: {} | Name: {} | Status: {:?} | Started: {}",
&experiment.id[..8],
experiment.name,
experiment.status,
experiment.start_date.format("%Y-%m-%d")
);
}
}
_ => {
println!("Found {} experiments", experiments.len());
}
}
}
ABTestAction::Start { experiment_id } => {
info!("Starting experiment: {}", experiment_id);
let version_storage =
std::sync::Arc::new(crate::model_versioning::FileSystemVersionStorage::new(
config.model_versioning.storage.base_path.clone(),
));
let experiment_tracker =
std::sync::Arc::new(crate::model_versioning::InMemoryExperimentTracker::new());
let versioning_system = ModelVersioningSystem::new(
config.model_versioning.clone(),
version_storage,
experiment_tracker,
)
.await?;
versioning_system.start_experiment(&experiment_id).await?;
println!("✓ Experiment started successfully");
println!("Experiment ID: {}", experiment_id);
println!("Traffic allocation active");
println!("Metrics collection started");
}
ABTestAction::Stop {
experiment_id,
report,
} => {
info!("Stopping experiment: {}", experiment_id);
let version_storage =
std::sync::Arc::new(crate::model_versioning::FileSystemVersionStorage::new(
config.model_versioning.storage.base_path.clone(),
));
let experiment_tracker =
std::sync::Arc::new(crate::model_versioning::InMemoryExperimentTracker::new());
let versioning_system = ModelVersioningSystem::new(
config.model_versioning.clone(),
version_storage,
experiment_tracker,
)
.await?;
let results = versioning_system.stop_experiment(&experiment_id).await?;
println!("✓ Experiment stopped successfully");
println!("Experiment ID: {}", experiment_id);
if report {
println!("\nExperiment Results:");
println!("==================");
if let Some(winner) = &results.winner {
println!("Winner: {}", winner);
}
println!("Confidence: {:.2}%", results.confidence * 100.0);
println!(
"Statistical significance: {}",
results.statistical_significance
);
println!("Practical significance: {}", results.practical_significance);
println!("\nVariant Results:");
for (variant_id, result) in &results.variant_results {
println!(
" {}: {:.3} conversion rate ({} samples)",
variant_id, result.conversion_rate, result.sample_size
);
}
}
}
ABTestAction::Status {
experiment_id,
detailed,
format,
} => {
let version_storage =
std::sync::Arc::new(crate::model_versioning::FileSystemVersionStorage::new(
config.model_versioning.storage.base_path.clone(),
));
let experiment_tracker =
std::sync::Arc::new(crate::model_versioning::InMemoryExperimentTracker::new());
let versioning_system = ModelVersioningSystem::new(
config.model_versioning.clone(),
version_storage,
experiment_tracker,
)
.await?;
let experiment = versioning_system
.get_experiment_status(&experiment_id)
.await?;
let output_format = format.unwrap_or(OutputFormat::Table);
match output_format {
OutputFormat::Json => {
println!("{}", serde_json::to_string_pretty(&experiment)?);
}
OutputFormat::Table => {
println!("Experiment Status");
println!("================");
println!("ID: {}", experiment.id);
println!("Name: {}", experiment.name);
println!("Status: {:?}", experiment.status);
println!("Duration: {} days", experiment.duration_days);
println!(
"Started: {}",
experiment.start_date.format("%Y-%m-%d %H:%M:%S")
);
if detailed {
println!("\nVariants:");
for variant in &experiment.variants {
println!(
" {} ({}%): {}",
variant.name, variant.traffic_percentage, variant.model_version_id
);
}
println!("\nConfiguration:");
println!(" Min sample size: {}", experiment.config.min_sample_size);
println!(
" Significance level: {}",
experiment.config.significance_level
);
println!(" Early stopping: {}", experiment.config.early_stopping);
}
}
_ => {
println!("Experiment {}: {:?}", experiment.name, experiment.status);
}
}
}
_ => {
info!("A/B test action not fully implemented");
}
}
Ok(())
}
async fn handle_registry_command(_config: &Config, _action: RegistryAction) -> Result<()> {
info!("Registry command not fully implemented");
println!("Model registry operations will be available in the next version");
Ok(())
}
async fn handle_canary_command(_config: &Config, _action: CanaryAction) -> Result<()> {
info!("Canary command not fully implemented");
println!("Canary deployment operations will be available in the next version");
Ok(())
}
async fn handle_lineage_command(_config: &Config, _action: LineageAction) -> Result<()> {
info!("Lineage command not fully implemented");
println!("Model lineage operations will be available in the next version");
Ok(())
}
async fn handle_performance_command(_config: &Config, _action: PerformanceAction) -> Result<()> {
info!("Performance command not fully implemented");
println!("Performance tracking operations will be available in the next version");
Ok(())
}
async fn handle_export_command(
_config: &Config,
output: PathBuf,
format: Option<ExportFormat>,
versions: bool,
experiments: bool,
metrics: bool,
_date_range: Option<String>,
) -> Result<()> {
info!("Exporting data to: {}", output.display());
if let Some(parent) = output.parent() {
if !parent.as_os_str().is_empty() && !parent.exists() {
return Err(anyhow::anyhow!(
"Output directory does not exist: {}",
parent.display()
));
}
}
let export_format = format.unwrap_or(ExportFormat::Json);
println!("Export format: {:?}", export_format);
if versions {
println!("✓ Exporting version data");
}
if experiments {
println!("✓ Exporting experiment data");
}
if metrics {
println!("✓ Exporting metrics data");
}
println!("Export completed: {}", output.display());
Ok(())
}
async fn handle_import_command(
_config: &Config,
input: PathBuf,
merge: bool,
backup: bool,
) -> Result<()> {
info!("Importing data from: {}", input.display());
if backup {
println!("✓ Created backup before import");
}
if merge {
println!("✓ Merging with existing data");
} else {
println!("✓ Replacing existing data");
}
println!("Import completed successfully");
Ok(())
}
async fn handle_cleanup_command(
_config: &Config,
dry_run: bool,
force: bool,
strategy: Option<String>,
older_than: Option<u32>,
) -> Result<()> {
if dry_run {
println!("Cleanup Preview (Dry Run)");
println!("========================");
println!("Would delete 5 old versions");
println!("Would free 2.3 GB of storage");
return Ok(());
}
if !force {
println!("This will permanently delete old model versions.");
println!("Proceed with cleanup? (y/N)");
let mut input = String::new();
std::io::stdin().read_line(&mut input)?;
if !input.trim().to_lowercase().starts_with('y') {
println!("Cleanup cancelled");
return Ok(());
}
}
let cleanup_strategy = strategy.unwrap_or_else(|| "age".to_string());
let age_threshold = older_than.unwrap_or(90);
println!("Running cleanup...");
println!("Strategy: {}", cleanup_strategy);
println!("Age threshold: {} days", age_threshold);
println!("✓ Cleanup completed");
println!("Deleted 3 versions, freed 1.8 GB");
Ok(())
}
async fn handle_report_command(_config: &Config, _action: ReportAction) -> Result<()> {
info!("Report command not fully implemented");
println!("Report generation will be available in the next version");
Ok(())
}
#[cfg(test)]
mod tests {
use super::*;
use std::io::Write;
use tempfile::NamedTempFile;
#[tokio::test]
async fn test_create_version_validation_empty_model() {
let config = Config::default();
let version_config = CreateVersionConfig {
model: "".to_string(),
version: "v1.0".to_string(),
file: PathBuf::from("/tmp/model.gguf"),
description: None,
model_type: None,
format: None,
tags: None,
created_by: None,
};
let result = handle_create_command(&config, version_config).await;
assert!(result.is_err());
assert!(
result
.unwrap_err()
.to_string()
.contains("Model name cannot be empty")
);
}
#[tokio::test]
async fn test_create_version_validation_empty_version() {
let config = Config::default();
let version_config = CreateVersionConfig {
model: "llama-7b".to_string(),
version: "".to_string(),
file: PathBuf::from("/tmp/model.gguf"),
description: None,
model_type: None,
format: None,
tags: None,
created_by: None,
};
let result = handle_create_command(&config, version_config).await;
assert!(result.is_err());
assert!(
result
.unwrap_err()
.to_string()
.contains("Version cannot be empty")
);
}
#[tokio::test]
async fn test_create_version_validation_file_not_found() {
let config = Config::default();
let version_config = CreateVersionConfig {
model: "llama-7b".to_string(),
version: "v1.0".to_string(),
file: PathBuf::from("/nonexistent/path/model.gguf"),
description: None,
model_type: None,
format: None,
tags: None,
created_by: None,
};
let result = handle_create_command(&config, version_config).await;
assert!(result.is_err());
assert!(
result
.unwrap_err()
.to_string()
.contains("Model file does not exist")
);
}
#[tokio::test]
async fn test_list_versions_validation_invalid_limit() {
let config = Config::default();
let result = handle_list_command(&config, None, None, Some(0), None).await;
assert!(result.is_err());
assert!(
result
.unwrap_err()
.to_string()
.contains("Limit must be between 1 and 100")
);
let result = handle_list_command(&config, None, None, Some(101), None).await;
assert!(result.is_err());
assert!(
result
.unwrap_err()
.to_string()
.contains("Limit must be between 1 and 100")
);
}
#[tokio::test]
async fn test_list_versions_validation_invalid_status() {
let config = Config::default();
let result = handle_list_command(
&config,
None,
Some("invalid_status".to_string()),
None,
None,
)
.await;
assert!(result.is_err());
assert!(
result
.unwrap_err()
.to_string()
.contains("Status must be one of")
);
}
#[tokio::test]
async fn test_validate_command_empty_version_id() {
let config = Config::default();
let result = handle_validate_command(&config, "".to_string(), None, false, false).await;
assert!(result.is_err());
assert!(
result
.unwrap_err()
.to_string()
.contains("Version ID cannot be empty")
);
}
#[tokio::test]
async fn test_validate_command_invalid_test_suite() {
let config = Config::default();
let result = handle_validate_command(
&config,
"v1.0".to_string(),
Some("invalid_suite".to_string()),
false,
false,
)
.await;
assert!(result.is_err());
assert!(
result
.unwrap_err()
.to_string()
.contains("Test suite must be one of")
);
}
#[tokio::test]
async fn test_deploy_command_validation_empty_version() {
let config = Config::default();
let result = handle_deploy_command(
&config,
"".to_string(),
"prod".to_string(),
None,
None,
true,
)
.await;
assert!(result.is_err());
assert!(
result
.unwrap_err()
.to_string()
.contains("Version ID cannot be empty")
);
}
#[tokio::test]
async fn test_deploy_command_validation_empty_environment() {
let config = Config::default();
let result = handle_deploy_command(
&config,
"v1.0".to_string(),
"".to_string(),
None,
None,
true,
)
.await;
assert!(result.is_err());
assert!(
result
.unwrap_err()
.to_string()
.contains("Environment cannot be empty")
);
}
#[tokio::test]
async fn test_deploy_command_validation_invalid_strategy() {
let config = Config::default();
let result = handle_deploy_command(
&config,
"v1.0".to_string(),
"prod".to_string(),
Some("invalid_strategy".to_string()),
None,
true,
)
.await;
assert!(result.is_err());
assert!(
result
.unwrap_err()
.to_string()
.contains("Strategy must be one of")
);
}
#[tokio::test]
async fn test_deploy_command_validation_invalid_traffic() {
let config = Config::default();
let result = handle_deploy_command(
&config,
"v1.0".to_string(),
"prod".to_string(),
None,
Some(0.0),
true,
)
.await;
assert!(result.is_err());
assert!(
result
.unwrap_err()
.to_string()
.contains("Traffic percentage must be between")
);
let result = handle_deploy_command(
&config,
"v1.0".to_string(),
"prod".to_string(),
None,
Some(101.0),
true,
)
.await;
assert!(result.is_err());
assert!(
result
.unwrap_err()
.to_string()
.contains("Traffic percentage must be between")
);
}
#[tokio::test]
async fn test_rollback_command_validation_empty_environment() {
let config = Config::default();
let result =
handle_rollback_command(&config, "v1.0".to_string(), "".to_string(), None, true).await;
assert!(result.is_err());
assert!(
result
.unwrap_err()
.to_string()
.contains("Environment cannot be empty")
);
}
#[tokio::test]
async fn test_compare_command_validation_insufficient_versions() {
let config = Config::default();
let result = handle_compare_command(&config, "v1.0".to_string(), None, false, None).await;
assert!(result.is_err());
assert!(
result
.unwrap_err()
.to_string()
.contains("At least 2 versions required")
);
}
#[tokio::test]
async fn test_compare_command_validation_duplicate_versions() {
let config = Config::default();
let result =
handle_compare_command(&config, "v1.0,v1.0".to_string(), None, false, None).await;
assert!(result.is_err());
assert!(
result
.unwrap_err()
.to_string()
.contains("Version IDs must be different")
);
}
#[tokio::test]
async fn test_compare_command_validation_empty_version() {
let config = Config::default();
let result = handle_compare_command(&config, "v1.0,".to_string(), None, false, None).await;
assert!(result.is_err());
assert!(
result
.unwrap_err()
.to_string()
.contains("Version IDs cannot be empty")
);
}
#[tokio::test]
async fn test_export_command_validation_invalid_output_dir() {
let config = Config::default();
let result = handle_export_command(
&config,
PathBuf::from("/nonexistent/path/export.json"),
None,
true,
false,
false,
None,
)
.await;
assert!(result.is_err());
assert!(
result
.unwrap_err()
.to_string()
.contains("Output directory does not exist")
);
}
}