feat(ollama): add explicit Ollama mode config, cloud endpoint storage, and scope‑availability caching with status annotations.

This commit is contained in:
2025-10-15 10:05:34 +02:00
parent 5210e196f2
commit 708c626176
9 changed files with 1845 additions and 241 deletions

View File

@@ -1,9 +1,11 @@
//! Ollama provider built on top of the `ollama-rs` crate.
use std::{
collections::HashMap,
collections::{HashMap, HashSet},
env,
net::{SocketAddr, TcpStream},
pin::Pin,
time::{Duration, SystemTime},
sync::Arc,
time::{Duration, Instant, SystemTime},
};
use anyhow::anyhow;
@@ -22,11 +24,17 @@ use ollama_rs::{
};
use reqwest::{Client, StatusCode, Url};
use serde_json::{Map as JsonMap, Value, json};
use tokio::{sync::RwLock, time::timeout};
#[cfg(test)]
use std::sync::{Mutex, OnceLock};
#[cfg(test)]
use tokio_test::block_on;
use uuid::Uuid;
use crate::{
Error, Result,
config::GeneralSettings,
config::{GeneralSettings, OLLAMA_CLOUD_BASE_URL, OLLAMA_CLOUD_ENDPOINT_KEY, OLLAMA_MODE_KEY},
llm::{LlmProvider, ProviderConfig},
mcp::McpToolDescriptor,
model::{DetailedModelInfo, ModelDetailsCache, ModelManager},
@@ -37,9 +45,11 @@ use crate::{
const DEFAULT_TIMEOUT_SECS: u64 = 120;
const DEFAULT_MODEL_CACHE_TTL_SECS: u64 = 60;
const CLOUD_BASE_URL: &str = "https://ollama.com";
pub(crate) const CLOUD_BASE_URL: &str = OLLAMA_CLOUD_BASE_URL;
const LOCAL_PROBE_TIMEOUT_MS: u64 = 200;
const LOCAL_PROBE_TARGETS: &[&str] = &["127.0.0.1:11434", "[::1]:11434"];
#[derive(Debug, Clone, Copy, PartialEq, Eq)]
#[derive(Debug, Clone, Copy, PartialEq, Eq, Hash)]
enum OllamaMode {
Local,
Cloud,
@@ -54,6 +64,44 @@ impl OllamaMode {
}
}
#[derive(Debug, Clone, Copy, PartialEq, Eq)]
enum ScopeAvailability {
Unknown,
Available,
Unavailable,
}
impl ScopeAvailability {
fn as_str(self) -> &'static str {
match self {
ScopeAvailability::Unknown => "unknown",
ScopeAvailability::Available => "available",
ScopeAvailability::Unavailable => "unavailable",
}
}
}
#[derive(Debug, Clone)]
struct ScopeSnapshot {
models: Vec<ModelInfo>,
fetched_at: Option<Instant>,
availability: ScopeAvailability,
last_error: Option<String>,
last_checked: Option<Instant>,
}
impl Default for ScopeSnapshot {
fn default() -> Self {
Self {
models: Vec::new(),
fetched_at: None,
availability: ScopeAvailability::Unknown,
last_error: None,
last_checked: None,
}
}
}
#[derive(Debug)]
struct OllamaOptions {
mode: OllamaMode,
@@ -61,6 +109,7 @@ struct OllamaOptions {
request_timeout: Duration,
model_cache_ttl: Duration,
api_key: Option<String>,
cloud_endpoint: Option<String>,
}
impl OllamaOptions {
@@ -71,6 +120,7 @@ impl OllamaOptions {
request_timeout: Duration::from_secs(DEFAULT_TIMEOUT_SECS),
model_cache_ttl: Duration::from_secs(DEFAULT_MODEL_CACHE_TTL_SECS),
api_key: None,
cloud_endpoint: None,
}
}
@@ -87,8 +137,78 @@ pub struct OllamaProvider {
client: Ollama,
http_client: Client,
base_url: String,
request_timeout: Duration,
api_key: Option<String>,
cloud_endpoint: Option<String>,
model_manager: ModelManager,
model_details_cache: ModelDetailsCache,
model_cache_ttl: Duration,
scope_cache: Arc<RwLock<HashMap<OllamaMode, ScopeSnapshot>>>,
}
fn configured_mode_from_extra(config: &ProviderConfig) -> Option<OllamaMode> {
config
.extra
.get(OLLAMA_MODE_KEY)
.and_then(|value| value.as_str())
.and_then(|value| match value.trim().to_ascii_lowercase().as_str() {
"local" => Some(OllamaMode::Local),
"cloud" => Some(OllamaMode::Cloud),
_ => None,
})
}
fn is_explicit_local_base(base_url: Option<&str>) -> bool {
base_url
.and_then(|raw| Url::parse(raw).ok())
.and_then(|parsed| parsed.host_str().map(|host| host.to_ascii_lowercase()))
.map(|host| host == "localhost" || host == "127.0.0.1" || host == "::1")
.unwrap_or(false)
}
fn is_explicit_cloud_base(base_url: Option<&str>) -> bool {
base_url
.map(|raw| {
let trimmed = raw.trim_end_matches('/');
trimmed == CLOUD_BASE_URL || trimmed.starts_with("https://ollama.com/")
})
.unwrap_or(false)
}
#[cfg(test)]
static PROBE_OVERRIDE: OnceLock<Mutex<Option<bool>>> = OnceLock::new();
#[cfg(test)]
fn set_probe_override(value: Option<bool>) {
let guard = PROBE_OVERRIDE.get_or_init(|| Mutex::new(None));
*guard.lock().expect("probe override mutex poisoned") = value;
}
#[cfg(test)]
fn probe_override_value() -> Option<bool> {
PROBE_OVERRIDE
.get_or_init(|| Mutex::new(None))
.lock()
.expect("probe override mutex poisoned")
.to_owned()
}
fn probe_default_local_daemon(timeout: Duration) -> bool {
#[cfg(test)]
{
if let Some(value) = probe_override_value() {
return value;
}
}
for target in LOCAL_PROBE_TARGETS {
if let Ok(address) = target.parse::<SocketAddr>() {
if TcpStream::connect_timeout(&address, timeout).is_ok() {
return true;
}
}
}
false
}
impl OllamaProvider {
@@ -105,23 +225,64 @@ impl OllamaProvider {
let mut api_key = resolve_api_key(config.api_key.clone())
.or_else(|| env_var_non_empty("OLLAMA_API_KEY"))
.or_else(|| env_var_non_empty("OLLAMA_CLOUD_API_KEY"));
let configured_mode = configured_mode_from_extra(config);
let configured_mode_label = config
.extra
.get(OLLAMA_MODE_KEY)
.and_then(|value| value.as_str())
.unwrap_or("auto");
let base_url = config.base_url.as_deref();
let base_is_local = is_explicit_local_base(base_url);
let base_is_cloud = is_explicit_cloud_base(base_url);
let base_is_other = base_url.is_some() && !base_is_local && !base_is_cloud;
let mode = if api_key.is_some() {
OllamaMode::Cloud
} else {
OllamaMode::Local
let mut local_probe_result = None;
let cloud_endpoint = config
.extra
.get(OLLAMA_CLOUD_ENDPOINT_KEY)
.and_then(Value::as_str)
.map(normalize_cloud_endpoint)
.transpose()
.map_err(Error::Config)?;
let mode = match configured_mode {
Some(mode) => mode,
None => {
if base_is_local || base_is_other {
OllamaMode::Local
} else if base_is_cloud && api_key.is_some() {
OllamaMode::Cloud
} else {
let probe =
probe_default_local_daemon(Duration::from_millis(LOCAL_PROBE_TIMEOUT_MS));
local_probe_result = Some(probe);
if probe {
OllamaMode::Local
} else if api_key.is_some() {
OllamaMode::Cloud
} else {
OllamaMode::Local
}
}
}
};
let base_candidate = if mode == OllamaMode::Cloud {
Some(CLOUD_BASE_URL)
} else {
config.base_url.as_deref()
let base_candidate = match mode {
OllamaMode::Local => base_url,
OllamaMode::Cloud => {
if base_is_cloud {
base_url
} else {
Some(CLOUD_BASE_URL)
}
}
};
let normalized_base_url =
normalize_base_url(base_candidate, mode).map_err(Error::Config)?;
let mut options = OllamaOptions::new(mode, normalized_base_url);
let mut options = OllamaOptions::new(mode, normalized_base_url.clone());
options.cloud_endpoint = cloud_endpoint.clone();
if let Some(timeout) = config
.extra
@@ -145,6 +306,23 @@ impl OllamaProvider {
options = options.with_general(general);
}
debug!(
"Resolved Ollama provider: mode={:?}, base_url={}, configured_mode={}, api_key_present={}, local_probe={}",
mode,
normalized_base_url,
configured_mode_label,
if options.api_key.is_some() {
"yes"
} else {
"no"
},
match local_probe_result {
Some(true) => "success",
Some(false) => "failed",
None => "skipped",
}
);
Self::with_options(options)
}
@@ -155,44 +333,32 @@ impl OllamaProvider {
request_timeout,
model_cache_ttl,
api_key,
cloud_endpoint,
} = options;
let url = Url::parse(&base_url)
.map_err(|err| Error::Config(format!("Invalid Ollama base URL '{base_url}': {err}")))?;
let api_key_ref = api_key.as_deref();
let (ollama_client, http_client) =
build_client_for_base(&base_url, request_timeout, api_key_ref)?;
let mut headers = HeaderMap::new();
if let Some(ref key) = api_key {
let value = HeaderValue::from_str(&format!("Bearer {key}")).map_err(|_| {
Error::Config("OLLAMA API key contains invalid characters".to_string())
})?;
headers.insert(AUTHORIZATION, value);
}
let mut client_builder = Client::builder().timeout(request_timeout);
if !headers.is_empty() {
client_builder = client_builder.default_headers(headers.clone());
}
let http_client = client_builder
.build()
.map_err(|err| Error::Config(format!("Failed to build HTTP client: {err}")))?;
let port = url.port_or_known_default().ok_or_else(|| {
Error::Config(format!("Unable to determine port for Ollama URL '{}'", url))
})?;
let mut ollama_client = Ollama::new_with_client(url.clone(), port, http_client.clone());
if !headers.is_empty() {
ollama_client.set_headers(Some(headers.clone()));
}
let scope_cache = {
let mut initial = HashMap::new();
initial.insert(OllamaMode::Local, ScopeSnapshot::default());
initial.insert(OllamaMode::Cloud, ScopeSnapshot::default());
Arc::new(RwLock::new(initial))
};
Ok(Self {
mode,
client: ollama_client,
http_client,
base_url: base_url.trim_end_matches('/').to_string(),
request_timeout,
api_key,
cloud_endpoint,
model_manager: ModelManager::new(model_cache_ttl),
model_details_cache: ModelDetailsCache::new(model_cache_ttl),
model_cache_ttl,
scope_cache,
})
}
@@ -200,6 +366,121 @@ impl OllamaProvider {
build_api_endpoint(&self.base_url, endpoint)
}
fn local_base_url() -> &'static str {
OllamaMode::Local.default_base_url()
}
fn scope_key(scope: OllamaMode) -> &'static str {
match scope {
OllamaMode::Local => "local",
OllamaMode::Cloud => "cloud",
}
}
fn build_local_client(&self) -> Result<Option<Ollama>> {
if matches!(self.mode, OllamaMode::Local) {
return Ok(Some(self.client.clone()));
}
let (client, _) =
build_client_for_base(Self::local_base_url(), self.request_timeout, None)?;
Ok(Some(client))
}
fn build_cloud_client(&self) -> Result<Option<Ollama>> {
if matches!(self.mode, OllamaMode::Cloud) {
return Ok(Some(self.client.clone()));
}
let api_key = match self.api_key.as_deref() {
Some(key) if !key.trim().is_empty() => key,
_ => return Ok(None),
};
let endpoint = self.cloud_endpoint.as_deref().unwrap_or(CLOUD_BASE_URL);
let (client, _) = build_client_for_base(endpoint, self.request_timeout, Some(api_key))?;
Ok(Some(client))
}
async fn cached_scope_models(&self, scope: OllamaMode) -> Option<Vec<ModelInfo>> {
let cache = self.scope_cache.read().await;
cache.get(&scope).and_then(|entry| {
if entry.availability == ScopeAvailability::Unknown {
return None;
}
entry.fetched_at.and_then(|ts| {
if ts.elapsed() < self.model_cache_ttl {
Some(entry.models.clone())
} else {
None
}
})
})
}
async fn update_scope_success(&self, scope: OllamaMode, models: &[ModelInfo]) {
let mut cache = self.scope_cache.write().await;
let entry = cache.entry(scope).or_default();
entry.models = models.to_vec();
entry.fetched_at = Some(Instant::now());
entry.last_checked = Some(Instant::now());
entry.availability = ScopeAvailability::Available;
entry.last_error = None;
}
async fn mark_scope_failure(&self, scope: OllamaMode, message: String) {
let mut cache = self.scope_cache.write().await;
let entry = cache.entry(scope).or_default();
entry.availability = ScopeAvailability::Unavailable;
entry.last_error = Some(message);
entry.last_checked = Some(Instant::now());
}
async fn annotate_scope_status(&self, models: &mut [ModelInfo]) {
if models.is_empty() {
return;
}
let cache = self.scope_cache.read().await;
for (scope, snapshot) in cache.iter() {
if snapshot.availability == ScopeAvailability::Unknown {
continue;
}
let scope_key = Self::scope_key(*scope);
let capability = format!(
"scope-status:{}:{}",
scope_key,
snapshot.availability.as_str()
);
for model in models.iter_mut() {
if !model.capabilities.iter().any(|cap| cap == &capability) {
model.capabilities.push(capability.clone());
}
}
if let Some(raw_reason) = snapshot.last_error.as_ref() {
let cleaned = raw_reason.replace('\n', " ").trim().to_string();
if !cleaned.is_empty() {
let truncated: String = cleaned.chars().take(160).collect();
let message_capability =
format!("scope-status-message:{}:{}", scope_key, truncated);
for model in models.iter_mut() {
if !model
.capabilities
.iter()
.any(|cap| cap == &message_capability)
{
model.capabilities.push(message_capability.clone());
}
}
}
}
}
}
/// Attempt to resolve detailed model information for the given model, using the local cache when possible.
pub async fn get_model_info(&self, model_name: &str) -> Result<DetailedModelInfo> {
if let Some(info) = self.model_details_cache.get(model_name).await {
@@ -312,15 +593,92 @@ impl OllamaProvider {
}
async fn fetch_models(&self) -> Result<Vec<ModelInfo>> {
let models = self
.client
.list_local_models()
.await
.map_err(|err| self.map_ollama_error("list models", err, None))?;
let mut combined = Vec::new();
let mut seen: HashSet<String> = HashSet::new();
let mut errors: Vec<Error> = Vec::new();
if let Some(local_client) = self.build_local_client()? {
match self
.fetch_models_for_scope(OllamaMode::Local, local_client.clone())
.await
{
Ok(models) => {
for model in models {
let key = format!("local::{}", model.id);
if seen.insert(key) {
combined.push(model);
}
}
}
Err(err) => errors.push(err),
}
}
if let Some(cloud_client) = self.build_cloud_client()? {
match self
.fetch_models_for_scope(OllamaMode::Cloud, cloud_client.clone())
.await
{
Ok(models) => {
for model in models {
let key = format!("cloud::{}", model.id);
if seen.insert(key) {
combined.push(model);
}
}
}
Err(err) => errors.push(err),
}
}
if combined.is_empty() {
if let Some(err) = errors.pop() {
return Err(err);
}
}
self.annotate_scope_status(&mut combined).await;
combined.sort_by(|a, b| a.name.to_lowercase().cmp(&b.name.to_lowercase()));
Ok(combined)
}
async fn fetch_models_for_scope(
&self,
scope: OllamaMode,
client: Ollama,
) -> Result<Vec<ModelInfo>> {
let list_result = if matches!(scope, OllamaMode::Local) {
match timeout(
Duration::from_millis(LOCAL_PROBE_TIMEOUT_MS),
client.list_local_models(),
)
.await
{
Ok(result) => result.map_err(|err| self.map_ollama_error("list models", err, None)),
Err(_) => Err(Error::Timeout(
"Timed out while contacting the local Ollama daemon".to_string(),
)),
}
} else {
client
.list_local_models()
.await
.map_err(|err| self.map_ollama_error("list models", err, None))
};
let models = match list_result {
Ok(models) => models,
Err(err) => {
let message = err.to_string();
self.mark_scope_failure(scope, message).await;
if let Some(cached) = self.cached_scope_models(scope).await {
return Ok(cached);
}
return Err(err);
}
};
let client = self.client.clone();
let cache = self.model_details_cache.clone();
let mode = self.mode;
let fetched = join_all(models.into_iter().map(|local| {
let client = client.clone();
let cache = cache.clone();
@@ -329,7 +687,7 @@ impl OllamaProvider {
let detail = match client.show_model_info(name.clone()).await {
Ok(info) => {
let detailed = OllamaProvider::convert_detailed_model_info(
mode,
scope,
&name,
Some(&local),
&info,
@@ -347,10 +705,13 @@ impl OllamaProvider {
}))
.await;
Ok(fetched
let converted: Vec<ModelInfo> = fetched
.into_iter()
.map(|(local, detail)| self.convert_model(local, detail))
.collect())
.map(|(local, detail)| self.convert_model(scope, local, detail))
.collect();
self.update_scope_success(scope, &converted).await;
Ok(converted)
}
fn convert_detailed_model_info(
@@ -430,8 +791,13 @@ impl OllamaProvider {
info.with_normalised_strings()
}
fn convert_model(&self, model: LocalModel, detail: Option<OllamaModelInfo>) -> ModelInfo {
let scope = match self.mode {
fn convert_model(
&self,
scope: OllamaMode,
model: LocalModel,
detail: Option<OllamaModelInfo>,
) -> ModelInfo {
let scope_tag = match scope {
OllamaMode::Local => "local",
OllamaMode::Cloud => "cloud",
};
@@ -453,7 +819,9 @@ impl OllamaProvider {
push_capability(&mut capabilities, &heuristic);
}
let description = build_model_description(scope, detail.as_ref());
push_capability(&mut capabilities, &format!("scope:{scope_tag}"));
let description = build_model_description(scope_tag, detail.as_ref());
ModelInfo {
id: name.clone(),
@@ -1004,6 +1372,10 @@ fn normalize_base_url(
Ok(url.to_string().trim_end_matches('/').to_string())
}
fn normalize_cloud_endpoint(input: &str) -> std::result::Result<String, String> {
normalize_base_url(Some(input), OllamaMode::Cloud)
}
fn build_api_endpoint(base_url: &str, endpoint: &str) -> String {
let trimmed_base = base_url.trim_end_matches('/');
let trimmed_endpoint = endpoint.trim_start_matches('/');
@@ -1015,9 +1387,48 @@ fn build_api_endpoint(base_url: &str, endpoint: &str) -> String {
}
}
fn build_client_for_base(
base_url: &str,
timeout: Duration,
api_key: Option<&str>,
) -> Result<(Ollama, Client)> {
let url = Url::parse(base_url)
.map_err(|err| Error::Config(format!("Invalid Ollama base URL '{base_url}': {err}")))?;
let mut headers = HeaderMap::new();
if let Some(key) = api_key {
let value = HeaderValue::from_str(&format!("Bearer {key}"))
.map_err(|_| Error::Config("OLLAMA API key contains invalid characters".to_string()))?;
headers.insert(AUTHORIZATION, value);
}
let mut client_builder = Client::builder().timeout(timeout);
if !headers.is_empty() {
client_builder = client_builder.default_headers(headers.clone());
}
let http_client = client_builder.build().map_err(|err| {
Error::Config(format!(
"Failed to build HTTP client for '{base_url}': {err}"
))
})?;
let port = url.port_or_known_default().ok_or_else(|| {
Error::Config(format!("Unable to determine port for Ollama URL '{}'", url))
})?;
let mut ollama_client = Ollama::new_with_client(url.clone(), port, http_client.clone());
if !headers.is_empty() {
ollama_client.set_headers(Some(headers));
}
Ok((ollama_client, http_client))
}
#[cfg(test)]
mod tests {
use super::*;
use std::collections::HashMap;
#[test]
fn resolve_api_key_prefers_literal_value() {
@@ -1053,6 +1464,60 @@ mod tests {
assert!(err.contains("https"));
}
#[test]
fn explicit_local_mode_overrides_api_key() {
let mut config = ProviderConfig {
provider_type: "ollama".to_string(),
base_url: Some("http://localhost:11434".to_string()),
api_key: Some("secret-key".to_string()),
extra: HashMap::new(),
};
config.extra.insert(
OLLAMA_MODE_KEY.to_string(),
Value::String("local".to_string()),
);
let provider = OllamaProvider::from_config(&config, None).expect("provider constructed");
assert_eq!(provider.mode, OllamaMode::Local);
assert_eq!(provider.base_url, "http://localhost:11434");
}
#[test]
fn auto_mode_prefers_explicit_local_base() {
let config = ProviderConfig {
provider_type: "ollama".to_string(),
base_url: Some("http://localhost:11434".to_string()),
api_key: Some("secret-key".to_string()),
extra: HashMap::new(),
};
// simulate missing explicit mode; defaults to auto
let provider = OllamaProvider::from_config(&config, None).expect("provider constructed");
assert_eq!(provider.mode, OllamaMode::Local);
assert_eq!(provider.base_url, "http://localhost:11434");
}
#[test]
fn auto_mode_with_api_key_and_no_local_probe_switches_to_cloud() {
let mut config = ProviderConfig {
provider_type: "ollama".to_string(),
base_url: None,
api_key: Some("secret-key".to_string()),
extra: HashMap::new(),
};
config.extra.insert(
OLLAMA_MODE_KEY.to_string(),
Value::String("auto".to_string()),
);
let provider = OllamaProvider::from_config(&config, None).expect("provider constructed");
assert_eq!(provider.mode, OllamaMode::Cloud);
assert_eq!(provider.base_url, CLOUD_BASE_URL);
}
#[test]
fn build_model_options_merges_parameters() {
let mut parameters = ChatParameters::default();
@@ -1091,3 +1556,110 @@ mod tests {
assert!(caps.iter().any(|cap| cap == "vision"));
}
}
#[cfg(test)]
struct ProbeOverrideGuard;
#[cfg(test)]
impl ProbeOverrideGuard {
fn set(value: Option<bool>) -> Self {
set_probe_override(value);
ProbeOverrideGuard
}
}
#[cfg(test)]
impl Drop for ProbeOverrideGuard {
fn drop(&mut self) {
set_probe_override(None);
}
}
#[test]
fn auto_mode_with_api_key_and_successful_probe_prefers_local() {
let _guard = ProbeOverrideGuard::set(Some(true));
let mut config = ProviderConfig {
provider_type: "ollama".to_string(),
base_url: None,
api_key: Some("secret-key".to_string()),
extra: HashMap::new(),
};
config.extra.insert(
OLLAMA_MODE_KEY.to_string(),
Value::String("auto".to_string()),
);
assert!(probe_default_local_daemon(Duration::from_millis(1)));
let provider = OllamaProvider::from_config(&config, None).expect("provider constructed");
assert_eq!(provider.mode, OllamaMode::Local);
assert_eq!(provider.base_url, "http://localhost:11434");
}
#[test]
fn auto_mode_with_api_key_and_failed_probe_prefers_cloud() {
let _guard = ProbeOverrideGuard::set(Some(false));
let mut config = ProviderConfig {
provider_type: "ollama".to_string(),
base_url: None,
api_key: Some("secret-key".to_string()),
extra: HashMap::new(),
};
config.extra.insert(
OLLAMA_MODE_KEY.to_string(),
Value::String("auto".to_string()),
);
let provider = OllamaProvider::from_config(&config, None).expect("provider constructed");
assert_eq!(provider.mode, OllamaMode::Cloud);
assert_eq!(provider.base_url, CLOUD_BASE_URL);
}
#[test]
fn annotate_scope_status_adds_capabilities_for_unavailable_scopes() {
let config = ProviderConfig {
provider_type: "ollama".to_string(),
base_url: Some("http://localhost:11434".to_string()),
api_key: None,
extra: HashMap::new(),
};
let provider = OllamaProvider::from_config(&config, None).expect("provider constructed");
let mut models = vec![ModelInfo {
id: "llama3".to_string(),
name: "Llama 3".to_string(),
description: None,
provider: "ollama".to_string(),
context_window: None,
capabilities: vec!["scope:local".to_string()],
supports_tools: false,
}];
block_on(async {
{
let mut cache = provider.scope_cache.write().await;
let entry = cache.entry(OllamaMode::Cloud).or_default();
entry.availability = ScopeAvailability::Unavailable;
entry.last_error = Some("Cloud endpoint unreachable".to_string());
}
provider.annotate_scope_status(&mut models).await;
});
let capabilities = &models[0].capabilities;
assert!(
capabilities
.iter()
.any(|cap| cap == "scope-status:cloud:unavailable")
);
assert!(
capabilities
.iter()
.any(|cap| cap.starts_with("scope-status-message:cloud:"))
);
}