Spaces:
Building
Building
Rename spark_startup.py to llm_startup.py
Browse files- llm_startup.py +102 -0
- spark_startup.py +0 -106
llm_startup.py
ADDED
@@ -0,0 +1,102 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
"""
|
2 |
+
Flare – LLM startup notifier (Refactored)
|
3 |
+
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
|
4 |
+
Projeler açılırken LLM provider'a startup çağrısı yapar.
|
5 |
+
"""
|
6 |
+
|
7 |
+
from __future__ import annotations
|
8 |
+
import threading
|
9 |
+
import asyncio
|
10 |
+
from typing import Dict, Any
|
11 |
+
from utils import log
|
12 |
+
from config_provider import ConfigProvider, ProjectConfig, VersionConfig
|
13 |
+
from llm_factory import LLMFactory
|
14 |
+
|
15 |
+
def _select_live_version(p: ProjectConfig) -> VersionConfig | None:
|
16 |
+
"""Yayınlanmış en güncel versiyonu getir."""
|
17 |
+
published = [v for v in p.versions if v.published]
|
18 |
+
return max(published, key=lambda v: v.id) if published else None
|
19 |
+
|
20 |
+
async def notify_startup_async():
|
21 |
+
"""Notify LLM provider about project startups (async version)"""
|
22 |
+
cfg = ConfigProvider.get()
|
23 |
+
|
24 |
+
# Check if LLM provider requires repo info
|
25 |
+
llm_provider_def = cfg.global_config.get_provider_config(
|
26 |
+
"llm",
|
27 |
+
cfg.global_config.llm_provider.name
|
28 |
+
)
|
29 |
+
|
30 |
+
if not llm_provider_def or not llm_provider_def.requires_repo_info:
|
31 |
+
log(f"ℹ️ LLM provider '{cfg.global_config.llm_provider.name}' does not require startup notification")
|
32 |
+
return
|
33 |
+
|
34 |
+
# Create LLM provider instance
|
35 |
+
try:
|
36 |
+
llm_provider = LLMFactory.create_provider()
|
37 |
+
except Exception as e:
|
38 |
+
log(f"❌ Failed to create LLM provider for startup: {e}")
|
39 |
+
return
|
40 |
+
|
41 |
+
# Notify for each enabled project
|
42 |
+
enabled_projects = [p for p in cfg.projects if p.enabled and not getattr(p, 'deleted', False)]
|
43 |
+
|
44 |
+
if not enabled_projects:
|
45 |
+
log("ℹ️ No enabled projects found for startup notification")
|
46 |
+
return
|
47 |
+
|
48 |
+
for project in enabled_projects:
|
49 |
+
version = _select_live_version(project)
|
50 |
+
if not version:
|
51 |
+
log(f"⚠️ No published version found for project '{project.name}', skipping startup")
|
52 |
+
continue
|
53 |
+
|
54 |
+
# Build project config
|
55 |
+
project_config = {
|
56 |
+
"name": project.name,
|
57 |
+
"version_id": version.id,
|
58 |
+
"repo_id": version.llm.repo_id,
|
59 |
+
"generation_config": version.llm.generation_config,
|
60 |
+
"use_fine_tune": version.llm.use_fine_tune,
|
61 |
+
"fine_tune_zip": version.llm.fine_tune_zip
|
62 |
+
}
|
63 |
+
|
64 |
+
try:
|
65 |
+
log(f"🚀 Notifying LLM provider startup for project '{project.name}'...")
|
66 |
+
success = await llm_provider.startup(project_config)
|
67 |
+
|
68 |
+
if success:
|
69 |
+
log(f"✅ LLM provider acknowledged startup for '{project.name}'")
|
70 |
+
else:
|
71 |
+
log(f"⚠️ LLM provider startup failed for '{project.name}'")
|
72 |
+
|
73 |
+
except Exception as e:
|
74 |
+
log(f"❌ Error during startup notification for '{project.name}': {e}")
|
75 |
+
|
76 |
+
def notify_startup():
|
77 |
+
"""Synchronous wrapper for async startup notification"""
|
78 |
+
# Create new event loop for thread
|
79 |
+
loop = asyncio.new_event_loop()
|
80 |
+
asyncio.set_event_loop(loop)
|
81 |
+
|
82 |
+
try:
|
83 |
+
loop.run_until_complete(notify_startup_async())
|
84 |
+
finally:
|
85 |
+
loop.close()
|
86 |
+
|
87 |
+
def run_in_thread():
|
88 |
+
"""Start startup notification in background thread"""
|
89 |
+
cfg = ConfigProvider.get()
|
90 |
+
|
91 |
+
# Check if provider requires startup
|
92 |
+
llm_provider_def = cfg.global_config.get_provider_config(
|
93 |
+
"llm",
|
94 |
+
cfg.global_config.llm_provider.name
|
95 |
+
)
|
96 |
+
|
97 |
+
if not llm_provider_def or not llm_provider_def.requires_repo_info:
|
98 |
+
log(f"🤖 {cfg.global_config.llm_provider.name} - Startup notification not required")
|
99 |
+
return
|
100 |
+
|
101 |
+
log("🚀 Starting LLM provider startup notification thread...")
|
102 |
+
threading.Thread(target=notify_startup, daemon=True).start()
|
spark_startup.py
DELETED
@@ -1,106 +0,0 @@
|
|
1 |
-
"""
|
2 |
-
Flare – LLM startup notifier
|
3 |
-
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
|
4 |
-
Projeler açılırken LLM provider'a startup çağrısı yapar.
|
5 |
-
"""
|
6 |
-
|
7 |
-
from __future__ import annotations
|
8 |
-
import threading, requests, os
|
9 |
-
from typing import Dict, Any
|
10 |
-
from utils import log
|
11 |
-
from config_provider import ConfigProvider, ProjectConfig, VersionConfig
|
12 |
-
from llm_factory import LLMFactory
|
13 |
-
|
14 |
-
def _select_live_version(p: ProjectConfig) -> VersionConfig | None:
|
15 |
-
"""Yayınlanmış en güncel versiyonu getir."""
|
16 |
-
published = [v for v in p.versions if v.published]
|
17 |
-
return max(published, key=lambda v: v.id) if published else None
|
18 |
-
|
19 |
-
def notify_startup():
|
20 |
-
"""Notify LLM provider about project startups"""
|
21 |
-
cfg = ConfigProvider.get()
|
22 |
-
|
23 |
-
# Check if current provider needs startup notification
|
24 |
-
llm_config = cfg.global_config.llm_provider
|
25 |
-
if not llm_config:
|
26 |
-
log("⚠️ No LLM provider configured")
|
27 |
-
return
|
28 |
-
|
29 |
-
provider_def = cfg.global_config.get_provider_config("llm", llm_config.name)
|
30 |
-
if not provider_def:
|
31 |
-
log(f"⚠️ Unknown LLM provider: {llm_config.name}")
|
32 |
-
return
|
33 |
-
|
34 |
-
# Currently only Spark variants need startup
|
35 |
-
if llm_config.name not in ("spark", "spark_cloud", "spark_onpremise"):
|
36 |
-
log(f"ℹ️ {llm_config.name} doesn't require startup notification")
|
37 |
-
return
|
38 |
-
|
39 |
-
# Check if provider requires repo info
|
40 |
-
if not provider_def.requires_repo_info:
|
41 |
-
log(f"ℹ️ {llm_config.name} doesn't require repo info for startup")
|
42 |
-
return
|
43 |
-
|
44 |
-
# Get endpoint and API key
|
45 |
-
endpoint = llm_config.endpoint
|
46 |
-
if not endpoint:
|
47 |
-
log("⚠️ No LLM endpoint configured for startup")
|
48 |
-
return
|
49 |
-
|
50 |
-
api_key = cfg.global_config.get_plain_api_key("llm")
|
51 |
-
if not api_key:
|
52 |
-
# Try environment
|
53 |
-
env_var = "SPARK_TOKEN"
|
54 |
-
if os.environ.get("SPACE_ID"):
|
55 |
-
api_key = os.environ.get(env_var)
|
56 |
-
else:
|
57 |
-
from dotenv import load_dotenv
|
58 |
-
load_dotenv()
|
59 |
-
api_key = os.getenv(env_var)
|
60 |
-
|
61 |
-
if not api_key:
|
62 |
-
log("⚠️ No API key available for startup")
|
63 |
-
return
|
64 |
-
|
65 |
-
spark_base = str(endpoint).rstrip("/")
|
66 |
-
|
67 |
-
for p in cfg.projects:
|
68 |
-
if not p.enabled:
|
69 |
-
continue
|
70 |
-
v = _select_live_version(p)
|
71 |
-
if not v:
|
72 |
-
continue
|
73 |
-
|
74 |
-
# Check if version has LLM config (required for Spark)
|
75 |
-
if not v.llm:
|
76 |
-
log(f"⚠️ No LLM config in version {v.id} for project '{p.name}'")
|
77 |
-
continue
|
78 |
-
|
79 |
-
body: Dict[str, Any] = {
|
80 |
-
# Required fields for Spark startup
|
81 |
-
"project_name": p.name,
|
82 |
-
"project_version": v.id,
|
83 |
-
"repo_id": v.llm.repo_id,
|
84 |
-
"generation_config": v.llm.generation_config,
|
85 |
-
"use_fine_tune": v.llm.use_fine_tune,
|
86 |
-
"fine_tune_zip": v.llm.fine_tune_zip,
|
87 |
-
}
|
88 |
-
|
89 |
-
headers = {
|
90 |
-
"Authorization": f"Bearer {api_key}",
|
91 |
-
"Content-Type": "application/json"
|
92 |
-
}
|
93 |
-
|
94 |
-
try:
|
95 |
-
log(f"🚀 Notifying {llm_config.name} /startup for project '{p.name}' …")
|
96 |
-
r = requests.post(f"{spark_base}/startup", json=body, headers=headers, timeout=10)
|
97 |
-
if r.status_code >= 400:
|
98 |
-
log(f"❌ LLM provider responded {r.status_code}: {r.text}")
|
99 |
-
r.raise_for_status()
|
100 |
-
log(f"✅ LLM provider acknowledged startup ({r.status_code})")
|
101 |
-
except Exception as e:
|
102 |
-
log(f"⚠️ LLM startup failed: {e}")
|
103 |
-
|
104 |
-
def run_in_thread():
|
105 |
-
"""Run startup notification in background thread"""
|
106 |
-
threading.Thread(target=notify_startup, daemon=True).start()
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|