feat: log usage tools when called by LLM (#2916)

* feat: log usage tools when called by LLM

* feat: print llm tool usage in console

src/crewai/llm.py

@@ -5,7 +5,7 @@ import sys
 import threading
 import warnings
 from collections import defaultdict
-from contextlib import contextmanager, redirect_stderr, redirect_stdout
+from contextlib import contextmanager
 from typing import (
     Any,
     DefaultDict,
@@ -18,7 +18,7 @@ from typing import (
     Union,
     cast,
 )
-
+from datetime import datetime
 from dotenv import load_dotenv
 from litellm.types.utils import ChatCompletionDeltaToolCall
 from pydantic import BaseModel, Field
@@ -30,6 +30,11 @@ from crewai.utilities.events.llm_events import (
     LLMCallType,
     LLMStreamChunkEvent,
 )
+from crewai.utilities.events.tool_usage_events import (
+    ToolUsageStartedEvent,
+    ToolUsageFinishedEvent,
+    ToolUsageErrorEvent,
+)
 
 with warnings.catch_warnings():
     warnings.simplefilter("ignore", UserWarning)
@@ -833,7 +838,26 @@ class LLM(BaseLLM):
                 fn = available_functions[function_name]
 
                 # --- 3.2) Execute function
+                assert hasattr(crewai_event_bus, "emit")
+                started_at = datetime.now()
+                crewai_event_bus.emit(
+                    self,
+                    event=ToolUsageStartedEvent(
+                        tool_name=function_name,
+                        tool_args=function_args,
+                    ),
+                )
                 result = fn(**function_args)
+                crewai_event_bus.emit(
+                    self,
+                    event=ToolUsageFinishedEvent(
+                        output=result,
+                        tool_name=function_name,
+                        tool_args=function_args,
+                        started_at=started_at,
+                        finished_at=datetime.now(),
+                    ),
+                )
 
                 # --- 3.3) Emit success event
                 self._handle_emit_call_events(result, LLMCallType.TOOL_CALL)
@@ -849,6 +873,14 @@ class LLM(BaseLLM):
                     self,
                     event=LLMCallFailedEvent(error=f"Tool execution error: {str(e)}"),
                 )
+                crewai_event_bus.emit(
+                    self,
+                    event=ToolUsageErrorEvent(
+                        tool_name=function_name,
+                        tool_args=function_args,
+                        error=f"Tool execution error: {str(e)}"
+                    ),
+                )
         return None
 
     def call(

src/crewai/utilities/events/event_listener.py

@@ -2,7 +2,7 @@ from io import StringIO
 from typing import Any, Dict
 
 from pydantic import Field, PrivateAttr
-
+from crewai.llm import LLM
 from crewai.task import Task
 from crewai.telemetry.telemetry import Telemetry
 from crewai.utilities import Logger
@@ -286,27 +286,43 @@ class EventListener(BaseEventListener):
 
         @crewai_event_bus.on(ToolUsageStartedEvent)
         def on_tool_usage_started(source, event: ToolUsageStartedEvent):
-            self.formatter.handle_tool_usage_started(
+            if isinstance(source, LLM):
-                self.formatter.current_agent_branch,
+                self.formatter.handle_llm_tool_usage_started(
-                event.tool_name,
+                    event.tool_name,
+                )
+            else:
+                self.formatter.handle_tool_usage_started(
+                    self.formatter.current_agent_branch,
+                    event.tool_name,
                 self.formatter.current_crew_tree,
             )
 
         @crewai_event_bus.on(ToolUsageFinishedEvent)
         def on_tool_usage_finished(source, event: ToolUsageFinishedEvent):
-            self.formatter.handle_tool_usage_finished(
+            if isinstance(source, LLM):
-                self.formatter.current_tool_branch,
+                self.formatter.handle_llm_tool_usage_finished(
-                event.tool_name,
+                    event.tool_name,
-                self.formatter.current_crew_tree,
+                )
-            )
+            else:
+                self.formatter.handle_tool_usage_finished(
+                    self.formatter.current_tool_branch,
+                    event.tool_name,
+                    self.formatter.current_crew_tree,
+                )
 
         @crewai_event_bus.on(ToolUsageErrorEvent)
         def on_tool_usage_error(source, event: ToolUsageErrorEvent):
-            self.formatter.handle_tool_usage_error(
+            if isinstance(source, LLM):
-                self.formatter.current_tool_branch,
+                self.formatter.handle_llm_tool_usage_error(
-                event.tool_name,
+                    event.tool_name,
-                event.error,
+                    event.error,
-                self.formatter.current_crew_tree,
+                )
+            else:
+                self.formatter.handle_tool_usage_error(
+                    self.formatter.current_tool_branch,
+                    event.tool_name,
+                    event.error,
+                    self.formatter.current_crew_tree,
             )
 
         # ----------- LLM EVENTS -----------

src/crewai/utilities/events/tool_usage_events.py

@@ -7,11 +7,11 @@ from .base_events import BaseEvent
 class ToolUsageEvent(BaseEvent):
     """Base event for tool usage tracking"""
 
-    agent_key: str
+    agent_key: Optional[str] = None
-    agent_role: str
+    agent_role: Optional[str] = None
     tool_name: str
     tool_args: Dict[str, Any] | str
-    tool_class: str
+    tool_class: Optional[str] = None
     run_attempts: int | None = None
     delegations: int | None = None
     agent: Optional[Any] = None

src/crewai/utilities/events/utils/console_formatter.py

@@ -26,6 +26,7 @@ class ConsoleFormatter:
     _spinner_thread: Optional[threading.Thread] = None
     _stop_spinner_event: Optional[threading.Event] = None
     _spinner_running: bool = False
+    current_llm_tool_tree: Optional[Tree] = None
 
     def __init__(self, verbose: bool = False):
         self.console = Console(width=None)
@@ -469,6 +470,51 @@ class ConsoleFormatter:
         self.print()
         return method_branch
 
+    def get_llm_tree(self, tool_name: str):
+        text = Text()
+        text.append(f"🔧 Using {tool_name} from LLM available_function", style="yellow")
+
+        tree = self.current_flow_tree or self.current_crew_tree
+
+        if tree:
+            tree.add(text)
+
+        return tree or Tree(text)
+
+    def handle_llm_tool_usage_started(
+        self,
+        tool_name: str,
+    ):
+        tree = self.get_llm_tree(tool_name)
+        self.add_tree_node(tree, "🔄 Tool Usage Started", "green")
+        self.print(tree)
+        self.print()
+        return tree
+
+    def handle_llm_tool_usage_finished(
+        self,
+        tool_name: str,
+    ):
+        tree = self.get_llm_tree(tool_name)
+        self.add_tree_node(tree, "✅ Tool Usage Completed", "green")
+        self.print(tree)
+        self.print()
+
+    def handle_llm_tool_usage_error(
+        self,
+        tool_name: str,
+        error: str,
+    ):
+        tree = self.get_llm_tree(tool_name)
+        self.add_tree_node(tree, "❌ Tool Usage Failed", "red")
+        self.print(tree)
+        self.print()
+
+        error_content = self.create_status_content(
+            "Tool Usage Failed", tool_name, "red", Error=error
+        )
+        self.print_panel(error_content, "Tool Error", "red")
+
     def handle_tool_usage_started(
         self,
         agent_branch: Optional[Tree],

tests/cassettes/test_handle_streaming_tool_calls_with_error.yaml

@@ -0,0 +1,143 @@
+interactions:
+- request:
+    body: '{"messages": [{"role": "user", "content": "What is the weather in New York?"}],
+      "model": "gpt-4o", "stop": [], "stream": true, "stream_options": {"include_usage":
+      true}, "tools": [{"type": "function", "function": {"name": "get_weather", "description":
+      "Get the current weather in a given location", "parameters": {"type": "object",
+      "properties": {"location": {"type": "string", "description": "The city and state,
+      e.g. San Francisco, CA"}}, "required": ["location"]}}}]}'
+    headers:
+      accept:
+      - application/json
+      accept-encoding:
+      - gzip, deflate
+      connection:
+      - keep-alive
+      content-length:
+      - '470'
+      content-type:
+      - application/json
+      cookie:
+      - _cfuvid=3UeEmz_rnmsoZxrVUv32u35gJOi766GDWNe5_RTjiPk-1736537376739-0.0.1.1-604800000
+      host:
+      - api.openai.com
+      user-agent:
+      - OpenAI/Python 1.68.2
+      x-stainless-arch:
+      - arm64
+      x-stainless-async:
+      - 'false'
+      x-stainless-lang:
+      - python
+      x-stainless-os:
+      - MacOS
+      x-stainless-package-version:
+      - 1.68.2
+      x-stainless-raw-response:
+      - 'true'
+      x-stainless-read-timeout:
+      - '600.0'
+      x-stainless-retry-count:
+      - '0'
+      x-stainless-runtime:
+      - CPython
+      x-stainless-runtime-version:
+      - 3.12.9
+    method: POST
+    uri: https://api.openai.com/v1/chat/completions
+  response:
+    body:
+      string: 'data: {"id":"chatcmpl-BcY6NFDeu4HFOAIarpwSNAUEMuPTg","object":"chat.completion.chunk","created":1748527251,"model":"gpt-4o-2024-08-06","service_tier":"default","system_fingerprint":"fp_07871e2ad8","choices":[{"index":0,"delta":{"role":"assistant","content":null,"tool_calls":[{"index":0,"id":"call_UkMsNK0RTJ1nlT19WqgLJYV9","type":"function","function":{"name":"get_weather","arguments":""}}],"refusal":null},"logprobs":null,"finish_reason":null}],"usage":null}
+
+
+        data: {"id":"chatcmpl-BcY6NFDeu4HFOAIarpwSNAUEMuPTg","object":"chat.completion.chunk","created":1748527251,"model":"gpt-4o-2024-08-06","service_tier":"default","system_fingerprint":"fp_07871e2ad8","choices":[{"index":0,"delta":{"tool_calls":[{"index":0,"function":{"arguments":"{\""}}]},"logprobs":null,"finish_reason":null}],"usage":null}
+
+
+        data: {"id":"chatcmpl-BcY6NFDeu4HFOAIarpwSNAUEMuPTg","object":"chat.completion.chunk","created":1748527251,"model":"gpt-4o-2024-08-06","service_tier":"default","system_fingerprint":"fp_07871e2ad8","choices":[{"index":0,"delta":{"tool_calls":[{"index":0,"function":{"arguments":"location"}}]},"logprobs":null,"finish_reason":null}],"usage":null}
+
+
+        data: {"id":"chatcmpl-BcY6NFDeu4HFOAIarpwSNAUEMuPTg","object":"chat.completion.chunk","created":1748527251,"model":"gpt-4o-2024-08-06","service_tier":"default","system_fingerprint":"fp_07871e2ad8","choices":[{"index":0,"delta":{"tool_calls":[{"index":0,"function":{"arguments":"\":\""}}]},"logprobs":null,"finish_reason":null}],"usage":null}
+
+
+        data: {"id":"chatcmpl-BcY6NFDeu4HFOAIarpwSNAUEMuPTg","object":"chat.completion.chunk","created":1748527251,"model":"gpt-4o-2024-08-06","service_tier":"default","system_fingerprint":"fp_07871e2ad8","choices":[{"index":0,"delta":{"tool_calls":[{"index":0,"function":{"arguments":"New"}}]},"logprobs":null,"finish_reason":null}],"usage":null}
+
+
+        data: {"id":"chatcmpl-BcY6NFDeu4HFOAIarpwSNAUEMuPTg","object":"chat.completion.chunk","created":1748527251,"model":"gpt-4o-2024-08-06","service_tier":"default","system_fingerprint":"fp_07871e2ad8","choices":[{"index":0,"delta":{"tool_calls":[{"index":0,"function":{"arguments":"
+        York"}}]},"logprobs":null,"finish_reason":null}],"usage":null}
+
+
+        data: {"id":"chatcmpl-BcY6NFDeu4HFOAIarpwSNAUEMuPTg","object":"chat.completion.chunk","created":1748527251,"model":"gpt-4o-2024-08-06","service_tier":"default","system_fingerprint":"fp_07871e2ad8","choices":[{"index":0,"delta":{"tool_calls":[{"index":0,"function":{"arguments":","}}]},"logprobs":null,"finish_reason":null}],"usage":null}
+
+
+        data: {"id":"chatcmpl-BcY6NFDeu4HFOAIarpwSNAUEMuPTg","object":"chat.completion.chunk","created":1748527251,"model":"gpt-4o-2024-08-06","service_tier":"default","system_fingerprint":"fp_07871e2ad8","choices":[{"index":0,"delta":{"tool_calls":[{"index":0,"function":{"arguments":"
+        NY"}}]},"logprobs":null,"finish_reason":null}],"usage":null}
+
+
+        data: {"id":"chatcmpl-BcY6NFDeu4HFOAIarpwSNAUEMuPTg","object":"chat.completion.chunk","created":1748527251,"model":"gpt-4o-2024-08-06","service_tier":"default","system_fingerprint":"fp_07871e2ad8","choices":[{"index":0,"delta":{"tool_calls":[{"index":0,"function":{"arguments":"\"}"}}]},"logprobs":null,"finish_reason":null}],"usage":null}
+
+
+        data: {"id":"chatcmpl-BcY6NFDeu4HFOAIarpwSNAUEMuPTg","object":"chat.completion.chunk","created":1748527251,"model":"gpt-4o-2024-08-06","service_tier":"default","system_fingerprint":"fp_07871e2ad8","choices":[{"index":0,"delta":{},"logprobs":null,"finish_reason":"tool_calls"}],"usage":null}
+
+
+        data: {"id":"chatcmpl-BcY6NFDeu4HFOAIarpwSNAUEMuPTg","object":"chat.completion.chunk","created":1748527251,"model":"gpt-4o-2024-08-06","service_tier":"default","system_fingerprint":"fp_07871e2ad8","choices":[],"usage":{"prompt_tokens":68,"completion_tokens":17,"total_tokens":85,"prompt_tokens_details":{"cached_tokens":0,"audio_tokens":0},"completion_tokens_details":{"reasoning_tokens":0,"audio_tokens":0,"accepted_prediction_tokens":0,"rejected_prediction_tokens":0}}}
+
+
+        data: [DONE]
+
+
+        '
+    headers:
+      CF-RAY:
+      - 947685373af8a435-GRU
+      Connection:
+      - keep-alive
+      Content-Type:
+      - text/event-stream; charset=utf-8
+      Date:
+      - Thu, 29 May 2025 14:00:51 GMT
+      Server:
+      - cloudflare
+      Set-Cookie:
+      - __cf_bm=fFoq7oCHLgmljA4hsHWxTGHMEWJ.0t1XTuDptZPPkOc-1748527251-1.0.1.1-PP3Hd7XzA4AQFn0JQWjuQdhFwey0Pj9maUWKfFG16Bkl69Uk65A8XKN73UbsvO327TruwxameKb_m_HDePCR.YN0TZlE8Pu45WsA9shDwKY;
+        path=/; expires=Thu, 29-May-25 14:30:51 GMT; domain=.api.openai.com; HttpOnly;
+        Secure; SameSite=None
+      - _cfuvid=ut1CVX5GOYnv03fiV2Dsv7cm5soJmwgSutkPAEuVXWg-1748527251565-0.0.1.1-604800000;
+        path=/; domain=.api.openai.com; HttpOnly; Secure; SameSite=None
+      Transfer-Encoding:
+      - chunked
+      X-Content-Type-Options:
+      - nosniff
+      access-control-expose-headers:
+      - X-Request-ID
+      alt-svc:
+      - h3=":443"; ma=86400
+      cf-cache-status:
+      - DYNAMIC
+      openai-organization:
+      - crewai-iuxna1
+      openai-processing-ms:
+      - '332'
+      openai-version:
+      - '2020-10-01'
+      strict-transport-security:
+      - max-age=31536000; includeSubDomains; preload
+      x-envoy-upstream-service-time:
+      - '334'
+      x-ratelimit-limit-requests:
+      - '10000'
+      x-ratelimit-limit-tokens:
+      - '30000000'
+      x-ratelimit-remaining-requests:
+      - '9999'
+      x-ratelimit-remaining-tokens:
+      - '29999989'
+      x-ratelimit-reset-requests:
+      - 6ms
+      x-ratelimit-reset-tokens:
+      - 0s
+      x-request-id:
+      - req_1dc91fc964a8d23ee023693400e5c181
+    status:
+      code: 200
+      message: OK
+version: 1

tests/cassettes/test_llm_callback_replacement.yaml

@@ -204,361 +204,35 @@ interactions:
     status_code: 200
 - request:
     body: !!binary |
-      CtmdAQokCiIKDHNlcnZpY2UubmFtZRISChBjcmV3QUktdGVsZW1ldHJ5Eq+dAQoSChBjcmV3YWku
+      CtcMCiQKIgoMc2VydmljZS5uYW1lEhIKEGNyZXdBSS10ZWxlbWV0cnkSrgwKEgoQY3Jld2FpLnRl
-      dGVsZW1ldHJ5EmMKEKLfuECJGAc0Sv0pC0269lwSCChYwUI1JksUKg1GbG93IENyZWF0aW9uMAE5
+      bGVtZXRyeRKUCAoQu3w5ZNCcMWutYN9ACENEihIIIWUtKzKLQXoqDENyZXcgQ3JlYXRlZDABOcjc
-      kMTMfCVUQxhBWPfMfCVUQxhKGAoJZmxvd19uYW1lEgsKCVN0YXRlRmxvd3oCGAGFAQABAAASigEK
+      jv4SBEQYQWg/lv4SBEQYShsKDmNyZXdhaV92ZXJzaW9uEgkKBzAuMTIwLjFKGgoOcHl0aG9uX3Zl
-      EBu2HhgIdB6HsR59V4wnLgkSCBxhw2Rk0ArJKg5GbG93IEV4ZWN1dGlvbjABOTgH53wlVEMYQbBw
+      cnNpb24SCAoGMy4xMi45Si4KCGNyZXdfa2V5EiIKIDY5NDY1NGEzMThmNzE5ODgzYzA2ZjhlNmQ5
-      53wlVEMYShgKCWZsb3dfbmFtZRILCglTdGF0ZUZsb3dKJAoKbm9kZV9uYW1lcxIWChRbInN0ZXBf
+      YTc1NDlmSjEKB2NyZXdfaWQSJgokMjI4NzU3NTAtYjIwMC00MTI4LWJmYjUtYTFmNTFjNDhlNDk5
-      MSIsICJzdGVwXzIiXXoCGAGFAQABAAASbAoQot+4QIkYBzRK/SkLTbr2XBIIKFjBQjUmSxQqDUZs
+      ShwKDGNyZXdfcHJvY2VzcxIMCgpzZXF1ZW50aWFsShEKC2NyZXdfbWVtb3J5EgIQAEoaChRjcmV3
-      b3cgQ3JlYXRpb24wATkYyCJ9JVRDGEHI/iJ9JVRDGEohCglmbG93X25hbWUSFAoSVVVJRFN0cnVj
+      X251bWJlcl9vZl90YXNrcxICGAFKGwoVY3Jld19udW1iZXJfb2ZfYWdlbnRzEgIYAUo6ChBjcmV3
-      dHVyZWRGbG93egIYAYUBAAEAABKgAQoQG7YeGAh0HoexHn1XjCcuCRIIHGHDZGTQCskqDkZsb3cg
+      X2ZpbmdlcnByaW50EiYKJDBhZGQxM2U2LTBhYWQtNDUyNS1iYTE0LWZhMDUzZGM2ZjE0ZUo7Chtj
-      RXhlY3V0aW9uMAE5EI0zfSVUQxhBqMczfSVUQxhKIQoJZmxvd19uYW1lEhQKElVVSURTdHJ1Y3R1
+      cmV3X2ZpbmdlcnByaW50X2NyZWF0ZWRfYXQSHAoaMjAyNS0wNS0yOVQxMDo1NzoxNC45NTE4MTlK
-      cmVkRmxvd0oxCgpub2RlX25hbWVzEiMKIVsiZmlyc3RfbWV0aG9kIiwgInNlY29uZF9tZXRob2Qi
+      zAIKC2NyZXdfYWdlbnRzErwCCrkCW3sia2V5IjogIjU1ODY5YmNiMTYzMjNlNzEyOWQyNTIzNjJj
-      XXoCGAGFAQABAAASaQoQot+4QIkYBzRK/SkLTbr2XBIIKFjBQjUmSxQqDUZsb3cgQ3JlYXRpb24w
+      ODU1ZGE2IiwgImlkIjogIjJiY2UyZTE0LWIyN2UtNDM1MC1iZmIyLWE1YTNkMTRmYTJhMCIsICJy
-      ATlwqmp9JVRDGEGA0Wp9JVRDGEoeCglmbG93X25hbWUSEQoPUmVzdGFydGFibGVGbG93egIYAYUB
+      b2xlIjogIlNheSBIaSIsICJ2ZXJib3NlPyI6IGZhbHNlLCAibWF4X2l0ZXIiOiAyNSwgIm1heF9y
-      AAEAABKQAQoQG7YeGAh0HoexHn1XjCcuCRIIHGHDZGTQCskqDkZsb3cgRXhlY3V0aW9uMAE56Cp8
+      cG0iOiBudWxsLCAiZnVuY3Rpb25fY2FsbGluZ19sbG0iOiAiIiwgImxsbSI6ICJ0ZXN0LW1vZGVs
-      fSVUQxhB8Hx8fSVUQxhKHgoJZmxvd19uYW1lEhEKD1Jlc3RhcnRhYmxlRmxvd0okCgpub2RlX25h
+      IiwgImRlbGVnYXRpb25fZW5hYmxlZD8iOiBmYWxzZSwgImFsbG93X2NvZGVfZXhlY3V0aW9uPyI6
-      bWVzEhYKFFsic3RlcF8xIiwgInN0ZXBfMiJdegIYAYUBAAEAABKQAQoQdFTCtCIDudZwchZzoNOX
+      IGZhbHNlLCAibWF4X3JldHJ5X2xpbWl0IjogMiwgInRvb2xzX25hbWVzIjogW119XUr7AQoKY3Jl
-      RxIIhkf3XlJigkQqDkZsb3cgRXhlY3V0aW9uMAE5IKSJfSVUQxhBGM+JfSVUQxhKHgoJZmxvd19u
+      d190YXNrcxLsAQrpAVt7ImtleSI6ICJkZTI5NDBmMDZhZDhhNDE2YzI4Y2MwZjI2MTBmMTgwYiIs
-      YW1lEhEKD1Jlc3RhcnRhYmxlRmxvd0okCgpub2RlX25hbWVzEhYKFFsic3RlcF8xIiwgInN0ZXBf
+      ICJpZCI6ICJiM2MyMzNkZC1kNDk2LTQ1YjQtYWFkMy1kYzYyZGI3ZjJiZWEiLCAiYXN5bmNfZXhl
-      MiJdegIYAYUBAAEAABJnChCi37hAiRgHNEr9KQtNuvZcEggoWMFCNSZLFCoNRmxvdyBDcmVhdGlv
+      Y3V0aW9uPyI6IGZhbHNlLCAiaHVtYW5faW5wdXQ/IjogZmFsc2UsICJhZ2VudF9yb2xlIjogIlNh
-      bjABObi/o30lVEMYQSjXo30lVEMYShwKCWZsb3dfbmFtZRIPCg1TdGF0ZWxlc3NGbG93egIYAYUB
+      eSBIaSIsICJhZ2VudF9rZXkiOiAiNTU4NjliY2IxNjMyM2U3MTI5ZDI1MjM2MmM4NTVkYTYiLCAi
-      AAEAABKNAQoQG7YeGAh0HoexHn1XjCcuCRIIHGHDZGTQCskqDkZsb3cgRXhlY3V0aW9uMAE5+Iqx
+      dG9vbHNfbmFtZXMiOiBbXX1degIYAYUBAAEAABKABAoQaW1V2ASOUN5hjxpKH5WT+BIIe6lsRrYF
-      fSVUQxhB8LWxfSVUQxhKHAoJZmxvd19uYW1lEg8KDVN0YXRlbGVzc0Zsb3dKIwoKbm9kZV9uYW1l
+      84MqDFRhc2sgQ3JlYXRlZDABOfA/rv4SBEQYQSC1rv4SBEQYSi4KCGNyZXdfa2V5EiIKIDY5NDY1
-      cxIVChNbImluaXQiLCAicHJvY2VzcyJdegIYAYUBAAEAABJjChCi37hAiRgHNEr9KQtNuvZcEggo
+      NGEzMThmNzE5ODgzYzA2ZjhlNmQ5YTc1NDlmSjEKB2NyZXdfaWQSJgokMjI4NzU3NTAtYjIwMC00
-      WMFCNSZLFCoNRmxvdyBDcmVhdGlvbjABOVDa0n0lVEMYQZD50n0lVEMYShgKCWZsb3dfbmFtZRIL
+      MTI4LWJmYjUtYTFmNTFjNDhlNDk5Si4KCHRhc2tfa2V5EiIKIGRlMjk0MGYwNmFkOGE0MTZjMjhj
-      CglBc3luY0Zsb3d6AhgBhQEAAQAAEooBChAbth4YCHQeh7EefVeMJy4JEggcYcNkZNAKySoORmxv
+      YzBmMjYxMGYxODBiSjEKB3Rhc2tfaWQSJgokYjNjMjMzZGQtZDQ5Ni00NWI0LWFhZDMtZGM2MmRi
-      dyBFeGVjdXRpb24wATkQW+J9JVRDGEGoleJ9JVRDGEoYCglmbG93X25hbWUSCwoJQXN5bmNGbG93
+      N2YyYmVhSjoKEGNyZXdfZmluZ2VycHJpbnQSJgokMGFkZDEzZTYtMGFhZC00NTI1LWJhMTQtZmEw
-      SiQKCm5vZGVfbmFtZXMSFgoUWyJzdGVwXzEiLCAic3RlcF8yIl16AhgBhQEAAQAAEmQKEKLfuECJ
+      NTNkYzZmMTRlSjoKEHRhc2tfZmluZ2VycHJpbnQSJgokZGVlNDA1YjgtMTkxNC00N2NkLTlkMTgt
-      GAc0Sv0pC0269lwSCChYwUI1JksUKg1GbG93IENyZWF0aW9uMAE56DtAiiVUQxhBeKFAiiVUQxhK
+      ZTdmZDA0NjFkOGE4SjsKG3Rhc2tfZmluZ2VycHJpbnRfY3JlYXRlZF9hdBIcChoyMDI1LTA1LTI5
-      GQoJZmxvd19uYW1lEgwKClNpbXBsZUZsb3d6AhgBhQEAAQAAEosBChAbth4YCHQeh7EefVeMJy4J
+      VDEwOjU3OjE0Ljk1MTc4M0o7ChFhZ2VudF9maW5nZXJwcmludBImCiRiNWQ0NGNlMS00NGRjLTQ0
-      EggcYcNkZNAKySoORmxvdyBFeGVjdXRpb24wATnI5WqKJVRDGEHAjWuKJVRDGEoZCglmbG93X25h
+      YzYtYTU1YS0xODZhM2QxZmU2YjJ6AhgBhQEAAQAA
-      bWUSDAoKU2ltcGxlRmxvd0okCgpub2RlX25hbWVzEhYKFFsic3RlcF8xIiwgInN0ZXBfMiJdegIY
-      AYUBAAEAABJoChCi37hAiRgHNEr9KQtNuvZcEggoWMFCNSZLFCoNRmxvdyBDcmVhdGlvbjABOQDN
-      NoslVEMYQSjwNoslVEMYSh0KCWZsb3dfbmFtZRIQCg5NdWx0aVN0YXJ0Rmxvd3oCGAGFAQABAAAS
-      owEKEBu2HhgIdB6HsR59V4wnLgkSCBxhw2Rk0ArJKg5GbG93IEV4ZWN1dGlvbjABOTgoSYslVEMY
-      QaBqSYslVEMYSh0KCWZsb3dfbmFtZRIQCg5NdWx0aVN0YXJ0Rmxvd0o4Cgpub2RlX25hbWVzEioK
-      KFsic3RlcF9hIiwgInN0ZXBfYiIsICJzdGVwX2MiLCAic3RlcF9kIl16AhgBhQEAAQAAEmkKEKLf
-      uECJGAc0Sv0pC0269lwSCChYwUI1JksUKg1GbG93IENyZWF0aW9uMAE5aL9tiyVUQxhBkOJtiyVU
-      QxhKHgoJZmxvd19uYW1lEhEKD09yQ29uZGl0aW9uRmxvd3oCGAGFAQABAAASmgEKEBu2HhgIdB6H
-      sR59V4wnLgkSCBxhw2Rk0ArJKg5GbG93IEV4ZWN1dGlvbjABObiTgIslVEMYQXjxgIslVEMYSh4K
-      CWZsb3dfbmFtZRIRCg9PckNvbmRpdGlvbkZsb3dKLgoKbm9kZV9uYW1lcxIgCh5bInN0ZXBfYSIs
-      ICJzdGVwX2IiLCAic3RlcF9jIl16AhgBhQEAAQAAEmQKEKLfuECJGAc0Sv0pC0269lwSCChYwUI1
-      JksUKg1GbG93IENyZWF0aW9uMAE5CGa9iyVUQxhBMIm9iyVUQxhKGQoJZmxvd19uYW1lEgwKCkN5
-      Y2xpY0Zsb3d6AhgBhQEAAQAAEpUBChAbth4YCHQeh7EefVeMJy4JEggcYcNkZNAKySoORmxvdyBF
-      eGVjdXRpb24wATkgZ9GLJVRDGEFwrdGLJVRDGEoZCglmbG93X25hbWUSDAoKQ3ljbGljRmxvd0ou
-      Cgpub2RlX25hbWVzEiAKHlsic3RlcF8xIiwgInN0ZXBfMiIsICJzdGVwXzMiXXoCGAGFAQABAAAS
-      YgoQot+4QIkYBzRK/SkLTbr2XBIIKFjBQjUmSxQqDUZsb3cgQ3JlYXRpb24wATnoYQSMJVRDGEHI
-      kASMJVRDGEoXCglmbG93X25hbWUSCgoIUG9lbUZsb3d6AhgBhQEAAQAAEtgBChAbth4YCHQeh7Ee
-      fVeMJy4JEggcYcNkZNAKySoORmxvdyBFeGVjdXRpb24wATlQGhuMJVRDGEGgYBuMJVRDGEoXCglm
-      bG93X25hbWUSCgoIUG9lbUZsb3dKcwoKbm9kZV9uYW1lcxJlCmNbImZpbmlzaF9wb2VtIiwgInBy
-      ZXBhcmVfY29sb3IiLCAicHJlcGFyZV9mbG93ZXIiLCAic2F2ZV9wb2VtX3RvX2RhdGFiYXNlIiwg
-      IndyaXRlX2ZpcnN0X3NlbnRlbmNlIl16AhgBhQEAAQAAEmsKEKLfuECJGAc0Sv0pC0269lwSCChY
-      wUI1JksUKg1GbG93IENyZWF0aW9uMAE5mC5pjCVUQxhBqFVpjCVUQxhKIAoJZmxvd19uYW1lEhMK
-      EUNvbXBsZXhSb3V0ZXJGbG93egIYAYUBAAEAABLtAQoQG7YeGAh0HoexHn1XjCcuCRIIHGHDZGTQ
-      CskqDkZsb3cgRXhlY3V0aW9uMAE5eGJ9jCVUQxhByKh9jCVUQxhKIAoJZmxvd19uYW1lEhMKEUNv
-      bXBsZXhSb3V0ZXJGbG93Sn8KCm5vZGVfbmFtZXMScQpvWyJicmFuY2hfMl9zdGVwIiwgImhhbmRs
-      ZV9uZXh0X3N0ZXBfb3JfZXZlbnQiLCAibG9nX2ZpbmFsX3N0ZXAiLCAicm91dGVyX2FuZCIsICJy
-      b3V0ZXJfb3IiLCAic3RlcF9hIiwgInN0ZXBfYiJdegIYAYUBAAEAABJuChCi37hAiRgHNEr9KQtN
-      uvZcEggoWMFCNSZLFCoNRmxvdyBDcmVhdGlvbjABOeCip4wlVEMYQdjNp4wlVEMYSiMKCWZsb3df
-      bmFtZRIWChRVVUlEVW5zdHJ1Y3R1cmVkRmxvd3oCGAGFAQABAAASogEKEBu2HhgIdB6HsR59V4wn
-      LgkSCBxhw2Rk0ArJKg5GbG93IEV4ZWN1dGlvbjABOdAPuYwlVEMYQYBGuYwlVEMYSiMKCWZsb3df
-      bmFtZRIWChRVVUlEVW5zdHJ1Y3R1cmVkRmxvd0oxCgpub2RlX25hbWVzEiMKIVsiZmlyc3RfbWV0
-      aG9kIiwgInNlY29uZF9tZXRob2QiXXoCGAGFAQABAAASZAoQot+4QIkYBzRK/SkLTbr2XBIIKFjB
-      QjUmSxQqDUZsb3cgQ3JlYXRpb24wATkoHeWMJVRDGEGQX+WMJVRDGEoZCglmbG93X25hbWUSDAoK
-      Um91dGVyRmxvd3oCGAGFAQABAAASpAEKEBu2HhgIdB6HsR59V4wnLgkSCBxhw2Rk0ArJKg5GbG93
-      IEV4ZWN1dGlvbjABOVA5+4wlVEMYQYiD+4wlVEMYShkKCWZsb3dfbmFtZRIMCgpSb3V0ZXJGbG93
-      Sj0KCm5vZGVfbmFtZXMSLwotWyJmYWxzeSIsICJyb3V0ZXIiLCAic3RhcnRfbWV0aG9kIiwgInRy
-      dXRoeSJdegIYAYUBAAEAABJnChCi37hAiRgHNEr9KQtNuvZcEggoWMFCNSZLFCoNRmxvdyBDcmVh
-      dGlvbjABOSg4H40lVEMYQQhnH40lVEMYShwKCWZsb3dfbmFtZRIPCg1FeGNlcHRpb25GbG93egIY
-      AYUBAAEAABKOAQoQG7YeGAh0HoexHn1XjCcuCRIIHGHDZGTQCskqDkZsb3cgRXhlY3V0aW9uMAE5
-      AKkwjSVUQxhBaOswjSVUQxhKHAoJZmxvd19uYW1lEg8KDUV4Y2VwdGlvbkZsb3dKJAoKbm9kZV9u
-      YW1lcxIWChRbInN0ZXBfMSIsICJzdGVwXzIiXXoCGAGFAQABAAASagoQot+4QIkYBzRK/SkLTbr2
-      XBIIKFjBQjUmSxQqDUZsb3cgQ3JlYXRpb24wATm46FGNJVRDGEHgC1KNJVRDGEofCglmbG93X25h
-      bWUSEgoQQW5kQ29uZGl0aW9uRmxvd3oCGAGFAQABAAASmwEKEBu2HhgIdB6HsR59V4wnLgkSCBxh
-      w2Rk0ArJKg5GbG93IEV4ZWN1dGlvbjABOVBAYo0lVEMYQdB+Yo0lVEMYSh8KCWZsb3dfbmFtZRIS
-      ChBBbmRDb25kaXRpb25GbG93Si4KCm5vZGVfbmFtZXMSIAoeWyJzdGVwXzEiLCAic3RlcF8yIiwg
-      InN0ZXBfMyJdegIYAYUBAAEAABJpChCi37hAiRgHNEr9KQtNuvZcEggoWMFCNSZLFCoNRmxvdyBD
-      cmVhdGlvbjABOVhykY0lVEMYQWiZkY0lVEMYSh4KCWZsb3dfbmFtZRIRCg9NdWx0aVJvdXRlckZs
-      b3d6AhgBhQEAAQAAEqICChAbth4YCHQeh7EefVeMJy4JEggcYcNkZNAKySoORmxvdyBFeGVjdXRp
-      b24wATnYx6KNJVRDGEEQEqONJVRDGEoeCglmbG93X25hbWUSEQoPTXVsdGlSb3V0ZXJGbG93SrUB
-      Cgpub2RlX25hbWVzEqYBCqMBWyJhbmVtaWFfYW5hbHlzaXMiLCAiYW5lbWlhX3JvdXRlciIsICJk
-      aWFiZXRlc19hbmFseXNpcyIsICJkaWFiZXRlc19yb3V0ZXIiLCAiZGlhZ25vc2VfY29uZGl0aW9u
-      cyIsICJoeXBlcnRlbnNpb25fYW5hbHlzaXMiLCAiaHlwZXJ0ZW5zaW9uX3JvdXRlciIsICJzY2Fu
-      X21lZGljYWwiXXoCGAGFAQABAAASZwoQot+4QIkYBzRK/SkLTbr2XBIIKFjBQjUmSxQqDUZsb3cg
-      Q3JlYXRpb24wATkAZs2NJVRDGEHglM2NJVRDGEocCglmbG93X25hbWUSDwoNU3RhdGVsZXNzRmxv
-      d3oCGAGFAQABAAASjQEKEBu2HhgIdB6HsR59V4wnLgkSCBxhw2Rk0ArJKg5GbG93IEV4ZWN1dGlv
-      bjABOfBJ4I0lVEMYQbh84I0lVEMYShwKCWZsb3dfbmFtZRIPCg1TdGF0ZWxlc3NGbG93SiMKCm5v
-      ZGVfbmFtZXMSFQoTWyJpbml0IiwgInByb2Nlc3MiXXoCGAGFAQABAAASaAoQot+4QIkYBzRK/SkL
-      Tbr2XBIIKFjBQjUmSxQqDUZsb3cgQ3JlYXRpb24wATnQUaKOJVRDGEEQcaKOJVRDGEodCglmbG93
-      X25hbWUSEAoOT25ib2FyZGluZ0Zsb3d6AhgBhQEAAQAAEqQBChAbth4YCHQeh7EefVeMJy4JEggc
-      YcNkZNAKySoORmxvdyBFeGVjdXRpb24wATloMrGOJVRDGEEwZbGOJVRDGEodCglmbG93X25hbWUS
-      EAoOT25ib2FyZGluZ0Zsb3dKOQoKbm9kZV9uYW1lcxIrCilbInNlbmRfd2VsY29tZV9tZXNzYWdl
-      IiwgInVzZXJfc2lnbnNfdXAiXXoCGAGFAQABAAASpAEKEHRUwrQiA7nWcHIWc6DTl0cSCIZH915S
-      YoJEKg5GbG93IEV4ZWN1dGlvbjABOSBhwI4lVEMYQWjSwI4lVEMYSh0KCWZsb3dfbmFtZRIQCg5P
-      bmJvYXJkaW5nRmxvd0o5Cgpub2RlX25hbWVzEisKKVsic2VuZF93ZWxjb21lX21lc3NhZ2UiLCAi
-      dXNlcl9zaWduc191cCJdegIYAYUBAAEAABJiChCi37hAiRgHNEr9KQtNuvZcEggoWMFCNSZLFCoN
-      RmxvdyBDcmVhdGlvbjABOYiD744lVEMYQcii744lVEMYShcKCWZsb3dfbmFtZRIKCghQb2VtRmxv
-      d3oCGAGFAQABAAASiwEKEBu2HhgIdB6HsR59V4wnLgkSCBxhw2Rk0ArJKg5GbG93IEV4ZWN1dGlv
-      bjABORDG/I4lVEMYQcD8/I4lVEMYShcKCWZsb3dfbmFtZRIKCghQb2VtRmxvd0omCgpub2RlX25h
-      bWVzEhgKFlsic2V0X3NlbnRlbmNlX2NvdW50Il16AhgBhQEAAQAAEmIKEHRUwrQiA7nWcHIWc6DT
-      l0cSCIZH915SYoJEKg1GbG93IENyZWF0aW9uMAE5YCMOjyVUQxhB6DYOjyVUQxhKFwoJZmxvd19u
-      YW1lEgoKCFBvZW1GbG93egIYAYUBAAEAABKLAQoQ+IJI5Szv23yAr2JkgMzajhIIiLWekQ9/opYq
-      DkZsb3cgRXhlY3V0aW9uMAE5aBUejyVUQxhBYEAejyVUQxhKFwoJZmxvd19uYW1lEgoKCFBvZW1G
-      bG93SiYKCm5vZGVfbmFtZXMSGAoWWyJzZXRfc2VudGVuY2VfY291bnQiXXoCGAGFAQABAAASYgoQ
-      ORKxisuZI8VOlFqqkbOP8RII4xCjMFEzEPAqDUZsb3cgQ3JlYXRpb24wATnIaTePJVRDGEFQfTeP
-      JVRDGEoXCglmbG93X25hbWUSCgoIUG9lbUZsb3d6AhgBhQEAAQAAEosBChBGNO93ef4eaK09E79N
-      4aSAEgimMY60twg0WSoORmxvdyBFeGVjdXRpb24wATnIjEaPJVRDGEHAt0aPJVRDGEoXCglmbG93
-      X25hbWUSCgoIUG9lbUZsb3dKJgoKbm9kZV9uYW1lcxIYChZbInNldF9zZW50ZW5jZV9jb3VudCJd
-      egIYAYUBAAEAABJiChBlZYci9JilJqJsVsHp1G6EEgit0w4tLscveyoNRmxvdyBDcmVhdGlvbjAB
-      OYhmXI8lVEMYQfh9XI8lVEMYShcKCWZsb3dfbmFtZRIKCghQb2VtRmxvd3oCGAGFAQABAAASiwEK
-      ENVcATReHOdubt4FxYacl6kSCGS2sAp886WiKg5GbG93IEV4ZWN1dGlvbjABOQALaI8lVEMYQSgu
-      aI8lVEMYShcKCWZsb3dfbmFtZRIKCghQb2VtRmxvd0omCgpub2RlX25hbWVzEhgKFlsic2V0X3Nl
-      bnRlbmNlX2NvdW50Il16AhgBhQEAAQAAEmsKEKLfuECJGAc0Sv0pC0269lwSCChYwUI1JksUKg1G
-      bG93IENyZWF0aW9uMAE54LSSjyVUQxhBaMiSjyVUQxhKIAoJZmxvd19uYW1lEhMKEU11bHRpU3Rl
-      cFBvZW1GbG93egIYAYUBAAEAABKxAQoQG7YeGAh0HoexHn1XjCcuCRIIHGHDZGTQCskqDkZsb3cg
-      RXhlY3V0aW9uMAE5sHSejyVUQxhBkKOejyVUQxhKIAoJZmxvd19uYW1lEhMKEU11bHRpU3RlcFBv
-      ZW1GbG93SkMKCm5vZGVfbmFtZXMSNQozWyJmaW5pc2hlZCIsICJzZXRfcG9lbV90eXBlIiwgInNl
-      dF9zZW50ZW5jZV9jb3VudCJdegIYAYUBAAEAABJrChB0VMK0IgO51nByFnOg05dHEgiGR/deUmKC
-      RCoNRmxvdyBDcmVhdGlvbjABOXBlxY8lVEMYQeB8xY8lVEMYSiAKCWZsb3dfbmFtZRITChFNdWx0
-      aVN0ZXBQb2VtRmxvd3oCGAGFAQABAAASsQEKEPiCSOUs79t8gK9iZIDM2o4SCIi1npEPf6KWKg5G
-      bG93IEV4ZWN1dGlvbjABOZgc148lVEMYQZBH148lVEMYSiAKCWZsb3dfbmFtZRITChFNdWx0aVN0
-      ZXBQb2VtRmxvd0pDCgpub2RlX25hbWVzEjUKM1siZmluaXNoZWQiLCAic2V0X3BvZW1fdHlwZSIs
-      ICJzZXRfc2VudGVuY2VfY291bnQiXXoCGAGFAQABAAASawoQORKxisuZI8VOlFqqkbOP8RII4xCj
-      MFEzEPAqDUZsb3cgQ3JlYXRpb24wATn4mf6PJVRDGEGArf6PJVRDGEogCglmbG93X25hbWUSEwoR
-      TXVsdGlTdGVwUG9lbUZsb3d6AhgBhQEAAQAAErEBChBGNO93ef4eaK09E79N4aSAEgimMY60twg0
-      WSoORmxvdyBFeGVjdXRpb24wATnw5w2QJVRDGEEADw6QJVRDGEogCglmbG93X25hbWUSEwoRTXVs
-      dGlTdGVwUG9lbUZsb3dKQwoKbm9kZV9uYW1lcxI1CjNbImZpbmlzaGVkIiwgInNldF9wb2VtX3R5
-      cGUiLCAic2V0X3NlbnRlbmNlX2NvdW50Il16AhgBhQEAAQAAEq8NChCi37hAiRgHNEr9KQtNuvZc
-      EggoWMFCNSZLFCoMQ3JldyBDcmVhdGVkMAE5QDbLkyVUQxhB6OTTkyVUQxhKGwoOY3Jld2FpX3Zl
-      cnNpb24SCQoHMC4xMjEuMEoaCg5weXRob25fdmVyc2lvbhIICgYzLjExLjdKLgoIY3Jld19rZXkS
-      IgogNmJhOTEyZjkxMjlkNjg0OWEwYWM0OWNmYmQzMjFkYWRKMQoHY3Jld19pZBImCiQxOTM3YzRh
-      MC1hNTZjLTQ1MWEtOWU5YS0zNGM3MTBkMTM3ZTRKHAoMY3Jld19wcm9jZXNzEgwKCnNlcXVlbnRp
-      YWxKEQoLY3Jld19tZW1vcnkSAhAAShoKFGNyZXdfbnVtYmVyX29mX3Rhc2tzEgIYAkobChVjcmV3
-      X251bWJlcl9vZl9hZ2VudHMSAhgCSjoKEGNyZXdfZmluZ2VycHJpbnQSJgokMDAxZDVhNGEtMzlj
-      NC00MWQ3LTljMDEtZjcwNjI2MGEyMjc3SjsKG2NyZXdfZmluZ2VycHJpbnRfY3JlYXRlZF9hdBIc
-      ChoyMDI1LTA1LTI3VDAxOjEzOjIwLjcxNzYzOUrPBQoLY3Jld19hZ2VudHMSvwUKvAVbeyJrZXki
-      OiAiNzNjMzQ5YzkzYzE2M2I1ZDRkZjk4YTY0ZmFjMWM0MzAiLCAiaWQiOiAiNDJjNzg4ZDEtMjJl
-      NS00NmE2LTk1OWEtYmIwMGZiMzViOWQ1IiwgInJvbGUiOiAie3RvcGljfSBTZW5pb3IgRGF0YSBS
-      ZXNlYXJjaGVyXG4iLCAidmVyYm9zZT8iOiB0cnVlLCAibWF4X2l0ZXIiOiAyNSwgIm1heF9ycG0i
-      OiBudWxsLCAiZnVuY3Rpb25fY2FsbGluZ19sbG0iOiAib3BlbmFpL21vZGVsX25hbWUiLCAibGxt
-      IjogImdwdC00by1taW5pIiwgImRlbGVnYXRpb25fZW5hYmxlZD8iOiBmYWxzZSwgImFsbG93X2Nv
-      ZGVfZXhlY3V0aW9uPyI6IGZhbHNlLCAibWF4X3JldHJ5X2xpbWl0IjogMiwgInRvb2xzX25hbWVz
-      IjogW119LCB7ImtleSI6ICIxMDRmZTA2NTllMTBiNDI2Y2Y4OGYwMjRmYjU3MTU1MyIsICJpZCI6
-      ICJlNGMzNmIwYi02NTcyLTQ2ZmMtOTNkZC0xMTUzNWM0NjcxZjQiLCAicm9sZSI6ICJ7dG9waWN9
-      IFJlcG9ydGluZyBBbmFseXN0XG4iLCAidmVyYm9zZT8iOiB0cnVlLCAibWF4X2l0ZXIiOiAyNSwg
-      Im1heF9ycG0iOiBudWxsLCAiZnVuY3Rpb25fY2FsbGluZ19sbG0iOiAib25saW5lX2xsbSIsICJs
-      bG0iOiAiZ3B0LTRvLW1pbmkiLCAiZGVsZWdhdGlvbl9lbmFibGVkPyI6IGZhbHNlLCAiYWxsb3df
-      Y29kZV9leGVjdXRpb24/IjogZmFsc2UsICJtYXhfcmV0cnlfbGltaXQiOiAyLCAidG9vbHNfbmFt
-      ZXMiOiBbXX1dSpMECgpjcmV3X3Rhc2tzEoQECoEEW3sia2V5IjogIjAwMTc5N2UzZjYyZDMzY2Qx
-      ZDYzNWViNmZkZDViNDUzIiwgImlkIjogImQ4NTE0MzM4LTgzOGItNDUzMC1iNDllLTI2YWYzZjc3
-      YTljZiIsICJhc3luY19leGVjdXRpb24/IjogZmFsc2UsICJodW1hbl9pbnB1dD8iOiBmYWxzZSwg
-      ImFnZW50X3JvbGUiOiAie3RvcGljfSBTZW5pb3IgRGF0YSBSZXNlYXJjaGVyXG4iLCAiYWdlbnRf
-      a2V5IjogIjczYzM0OWM5M2MxNjNiNWQ0ZGY5OGE2NGZhYzFjNDMwIiwgInRvb2xzX25hbWVzIjog
-      W119LCB7ImtleSI6ICJiMTdiMTg4ZGJmMTRmOTNhOThlNWI5NWFhZDM2NzU3NyIsICJpZCI6ICI5
-      Y2NmNWZhZS1kZTZkLTQwOTMtYTA0Ni04MGQ0ZDIxMzJkODciLCAiYXN5bmNfZXhlY3V0aW9uPyI6
-      IGZhbHNlLCAiaHVtYW5faW5wdXQ/IjogZmFsc2UsICJhZ2VudF9yb2xlIjogInt0b3BpY30gUmVw
-      b3J0aW5nIEFuYWx5c3RcbiIsICJhZ2VudF9rZXkiOiAiMTA0ZmUwNjU5ZTEwYjQyNmNmODhmMDI0
-      ZmI1NzE1NTMiLCAidG9vbHNfbmFtZXMiOiBbXX1degIYAYUBAAEAABKABAoQG7YeGAh0HoexHn1X
-      jCcuCRIIHGHDZGTQCskqDFRhc2sgQ3JlYXRlZDABOdCx8ZMlVEMYQXC78pMlVEMYSi4KCGNyZXdf
-      a2V5EiIKIDZiYTkxMmY5MTI5ZDY4NDlhMGFjNDljZmJkMzIxZGFkSjEKB2NyZXdfaWQSJgokMTkz
-      N2M0YTAtYTU2Yy00NTFhLTllOWEtMzRjNzEwZDEzN2U0Si4KCHRhc2tfa2V5EiIKIDAwMTc5N2Uz
-      ZjYyZDMzY2QxZDYzNWViNmZkZDViNDUzSjEKB3Rhc2tfaWQSJgokZDg1MTQzMzgtODM4Yi00NTMw
-      LWI0OWUtMjZhZjNmNzdhOWNmSjoKEGNyZXdfZmluZ2VycHJpbnQSJgokMDAxZDVhNGEtMzljNC00
-      MWQ3LTljMDEtZjcwNjI2MGEyMjc3SjoKEHRhc2tfZmluZ2VycHJpbnQSJgokMjFmZjExMDktZjQy
-      Zi00MzQ3LWJjMDctMDgyMWNiMWZkMGUySjsKG3Rhc2tfZmluZ2VycHJpbnRfY3JlYXRlZF9hdBIc
-      ChoyMDI1LTA1LTI3VDAxOjEzOjIwLjcxNzUwNEo7ChFhZ2VudF9maW5nZXJwcmludBImCiQxZjkx
-      ZWFjYy04MWE5LTQzNTItOTJmOC00MjI0ZWQxY2QxNTZ6AhgBhQEAAQAAEoAEChD4gkjlLO/bfICv
-      YmSAzNqOEgiItZ6RD3+ilioMVGFzayBDcmVhdGVkMAE52AatlCVUQxhByNmtlCVUQxhKLgoIY3Jl
-      d19rZXkSIgogNmJhOTEyZjkxMjlkNjg0OWEwYWM0OWNmYmQzMjFkYWRKMQoHY3Jld19pZBImCiQx
-      OTM3YzRhMC1hNTZjLTQ1MWEtOWU5YS0zNGM3MTBkMTM3ZTRKLgoIdGFza19rZXkSIgogMDAxNzk3
-      ZTNmNjJkMzNjZDFkNjM1ZWI2ZmRkNWI0NTNKMQoHdGFza19pZBImCiRkODUxNDMzOC04MzhiLTQ1
-      MzAtYjQ5ZS0yNmFmM2Y3N2E5Y2ZKOgoQY3Jld19maW5nZXJwcmludBImCiQwMDFkNWE0YS0zOWM0
-      LTQxZDctOWMwMS1mNzA2MjYwYTIyNzdKOgoQdGFza19maW5nZXJwcmludBImCiQyMWZmMTEwOS1m
-      NDJmLTQzNDctYmMwNy0wODIxY2IxZmQwZTJKOwobdGFza19maW5nZXJwcmludF9jcmVhdGVkX2F0
-      EhwKGjIwMjUtMDUtMjdUMDE6MTM6MjAuNzE3NTA0SjsKEWFnZW50X2ZpbmdlcnByaW50EiYKJDFm
-      OTFlYWNjLTgxYTktNDM1Mi05MmY4LTQyMjRlZDFjZDE1NnoCGAGFAQABAAASgAQKEEY073d5/h5o
-      rT0Tv03hpIASCKYxjrS3CDRZKgxUYXNrIENyZWF0ZWQwATnYr3aVJVRDGEGIY3eVJVRDGEouCghj
-      cmV3X2tleRIiCiA2YmE5MTJmOTEyOWQ2ODQ5YTBhYzQ5Y2ZiZDMyMWRhZEoxCgdjcmV3X2lkEiYK
-      JDE5MzdjNGEwLWE1NmMtNDUxYS05ZTlhLTM0YzcxMGQxMzdlNEouCgh0YXNrX2tleRIiCiBiMTdi
-      MTg4ZGJmMTRmOTNhOThlNWI5NWFhZDM2NzU3N0oxCgd0YXNrX2lkEiYKJDljY2Y1ZmFlLWRlNmQt
-      NDA5My1hMDQ2LTgwZDRkMjEzMmQ4N0o6ChBjcmV3X2ZpbmdlcnByaW50EiYKJDAwMWQ1YTRhLTM5
-      YzQtNDFkNy05YzAxLWY3MDYyNjBhMjI3N0o6ChB0YXNrX2ZpbmdlcnByaW50EiYKJDAwZTljMDgx
-      LWU1ZWYtNDhjNS1iMTc0LWRlZWI2Zjk1OGE5OUo7Cht0YXNrX2ZpbmdlcnByaW50X2NyZWF0ZWRf
-      YXQSHAoaMjAyNS0wNS0yN1QwMToxMzoyMC43MTc1ODhKOwoRYWdlbnRfZmluZ2VycHJpbnQSJgok
-      ODFiN2U4MTEtYmZmMi00OGY0LWExMzQtN2RmODAxMWQwYTE3egIYAYUBAAEAABKvDQoQot+4QIkY
-      BzRK/SkLTbr2XBIIKFjBQjUmSxQqDENyZXcgQ3JlYXRlZDABOThCVpYlVEMYQZh/XpYlVEMYShsK
-      DmNyZXdhaV92ZXJzaW9uEgkKBzAuMTIxLjBKGgoOcHl0aG9uX3ZlcnNpb24SCAoGMy4xMS43Si4K
-      CGNyZXdfa2V5EiIKIDZiYTkxMmY5MTI5ZDY4NDlhMGFjNDljZmJkMzIxZGFkSjEKB2NyZXdfaWQS
-      JgokMWExMmMyMGUtMWJiNy00OWRiLTk2MTAtMzcxMmU3YTRiNDU1ShwKDGNyZXdfcHJvY2VzcxIM
-      CgpzZXF1ZW50aWFsShEKC2NyZXdfbWVtb3J5EgIQAEoaChRjcmV3X251bWJlcl9vZl90YXNrcxIC
-      GAJKGwoVY3Jld19udW1iZXJfb2ZfYWdlbnRzEgIYAko6ChBjcmV3X2ZpbmdlcnByaW50EiYKJGJj
-      ZDE5Nzc3LWZmNjAtNDQyNy05NzkwLTc4ODJkZmMxNjE5NEo7ChtjcmV3X2ZpbmdlcnByaW50X2Ny
-      ZWF0ZWRfYXQSHAoaMjAyNS0wNS0yN1QwMToxMzoyMC43NjExMDhKzwUKC2NyZXdfYWdlbnRzEr8F
-      CrwFW3sia2V5IjogIjczYzM0OWM5M2MxNjNiNWQ0ZGY5OGE2NGZhYzFjNDMwIiwgImlkIjogIjAy
-      MzI1NmU1LTRkZDctNGIxOC04ODQyLTMxYTM2MjcwNjQyYiIsICJyb2xlIjogInt0b3BpY30gU2Vu
-      aW9yIERhdGEgUmVzZWFyY2hlclxuIiwgInZlcmJvc2U/IjogdHJ1ZSwgIm1heF9pdGVyIjogMjUs
-      ICJtYXhfcnBtIjogbnVsbCwgImZ1bmN0aW9uX2NhbGxpbmdfbGxtIjogIm9wZW5haS9tb2RlbF9u
-      YW1lIiwgImxsbSI6ICJncHQtNG8tbWluaSIsICJkZWxlZ2F0aW9uX2VuYWJsZWQ/IjogZmFsc2Us
-      ICJhbGxvd19jb2RlX2V4ZWN1dGlvbj8iOiBmYWxzZSwgIm1heF9yZXRyeV9saW1pdCI6IDIsICJ0
-      b29sc19uYW1lcyI6IFtdfSwgeyJrZXkiOiAiMTA0ZmUwNjU5ZTEwYjQyNmNmODhmMDI0ZmI1NzE1
-      NTMiLCAiaWQiOiAiNjJiZWZmMzMtNzkyOC00ZTlkLTkxYWMtMWUzNTNmZjRhNzhkIiwgInJvbGUi
-      OiAie3RvcGljfSBSZXBvcnRpbmcgQW5hbHlzdFxuIiwgInZlcmJvc2U/IjogdHJ1ZSwgIm1heF9p
-      dGVyIjogMjUsICJtYXhfcnBtIjogbnVsbCwgImZ1bmN0aW9uX2NhbGxpbmdfbGxtIjogIm9ubGlu
-      ZV9sbG0iLCAibGxtIjogImdwdC00by1taW5pIiwgImRlbGVnYXRpb25fZW5hYmxlZD8iOiBmYWxz
-      ZSwgImFsbG93X2NvZGVfZXhlY3V0aW9uPyI6IGZhbHNlLCAibWF4X3JldHJ5X2xpbWl0IjogMiwg
-      InRvb2xzX25hbWVzIjogW119XUqTBAoKY3Jld190YXNrcxKEBAqBBFt7ImtleSI6ICIwMDE3OTdl
-      M2Y2MmQzM2NkMWQ2MzVlYjZmZGQ1YjQ1MyIsICJpZCI6ICI4ZGM3MDM1Ni1mMDljLTQxMDYtOWZi
-      ZC0wNTNmYWNlYzIwOWQiLCAiYXN5bmNfZXhlY3V0aW9uPyI6IGZhbHNlLCAiaHVtYW5faW5wdXQ/
-      IjogZmFsc2UsICJhZ2VudF9yb2xlIjogInt0b3BpY30gU2VuaW9yIERhdGEgUmVzZWFyY2hlclxu
-      IiwgImFnZW50X2tleSI6ICI3M2MzNDljOTNjMTYzYjVkNGRmOThhNjRmYWMxYzQzMCIsICJ0b29s
-      c19uYW1lcyI6IFtdfSwgeyJrZXkiOiAiYjE3YjE4OGRiZjE0ZjkzYTk4ZTViOTVhYWQzNjc1Nzci
-      LCAiaWQiOiAiOTVkODFmYjMtYTVkOC00ZDUxLThkZmMtYWIwODRmNTU5Y2RmIiwgImFzeW5jX2V4
-      ZWN1dGlvbj8iOiBmYWxzZSwgImh1bWFuX2lucHV0PyI6IGZhbHNlLCAiYWdlbnRfcm9sZSI6ICJ7
-      dG9waWN9IFJlcG9ydGluZyBBbmFseXN0XG4iLCAiYWdlbnRfa2V5IjogIjEwNGZlMDY1OWUxMGI0
-      MjZjZjg4ZjAyNGZiNTcxNTUzIiwgInRvb2xzX25hbWVzIjogW119XXoCGAGFAQABAAASgAQKEBu2
-      HhgIdB6HsR59V4wnLgkSCBxhw2Rk0ArJKgxUYXNrIENyZWF0ZWQwATlYR3eWJVRDGEE483eWJVRD
-      GEouCghjcmV3X2tleRIiCiA2YmE5MTJmOTEyOWQ2ODQ5YTBhYzQ5Y2ZiZDMyMWRhZEoxCgdjcmV3
-      X2lkEiYKJDFhMTJjMjBlLTFiYjctNDlkYi05NjEwLTM3MTJlN2E0YjQ1NUouCgh0YXNrX2tleRIi
-      CiAwMDE3OTdlM2Y2MmQzM2NkMWQ2MzVlYjZmZGQ1YjQ1M0oxCgd0YXNrX2lkEiYKJDhkYzcwMzU2
-      LWYwOWMtNDEwNi05ZmJkLTA1M2ZhY2VjMjA5ZEo6ChBjcmV3X2ZpbmdlcnByaW50EiYKJGJjZDE5
-      Nzc3LWZmNjAtNDQyNy05NzkwLTc4ODJkZmMxNjE5NEo6ChB0YXNrX2ZpbmdlcnByaW50EiYKJDU4
-      NWVjNWI1LTY3MzUtNDU0Ny1hOGY2LWY2ZTRiMzgzMjJlNko7Cht0YXNrX2ZpbmdlcnByaW50X2Ny
-      ZWF0ZWRfYXQSHAoaMjAyNS0wNS0yN1QwMToxMzoyMC43NjA5OTRKOwoRYWdlbnRfZmluZ2VycHJp
-      bnQSJgokZjczM2I4NzQtZmIxOC00MzUxLWE0YjEtYTFjY2E5ZDgzZGM1egIYAYUBAAEAABKABAoQ
-      +IJI5Szv23yAr2JkgMzajhIIiLWekQ9/opYqDFRhc2sgQ3JlYXRlZDABOUhTKpclVEMYQfAxK5cl
-      VEMYSi4KCGNyZXdfa2V5EiIKIDZiYTkxMmY5MTI5ZDY4NDlhMGFjNDljZmJkMzIxZGFkSjEKB2Ny
-      ZXdfaWQSJgokMWExMmMyMGUtMWJiNy00OWRiLTk2MTAtMzcxMmU3YTRiNDU1Si4KCHRhc2tfa2V5
-      EiIKIDAwMTc5N2UzZjYyZDMzY2QxZDYzNWViNmZkZDViNDUzSjEKB3Rhc2tfaWQSJgokOGRjNzAz
-      NTYtZjA5Yy00MTA2LTlmYmQtMDUzZmFjZWMyMDlkSjoKEGNyZXdfZmluZ2VycHJpbnQSJgokYmNk
-      MTk3NzctZmY2MC00NDI3LTk3OTAtNzg4MmRmYzE2MTk0SjoKEHRhc2tfZmluZ2VycHJpbnQSJgok
-      NTg1ZWM1YjUtNjczNS00NTQ3LWE4ZjYtZjZlNGIzODMyMmU2SjsKG3Rhc2tfZmluZ2VycHJpbnRf
-      Y3JlYXRlZF9hdBIcChoyMDI1LTA1LTI3VDAxOjEzOjIwLjc2MDk5NEo7ChFhZ2VudF9maW5nZXJw
-      cmludBImCiRmNzMzYjg3NC1mYjE4LTQzNTEtYTRiMS1hMWNjYTlkODNkYzV6AhgBhQEAAQAAEoAE
-      ChBGNO93ef4eaK09E79N4aSAEgimMY60twg0WSoMVGFzayBDcmVhdGVkMAE5OI7qlyVUQxhBQF3r
-      lyVUQxhKLgoIY3Jld19rZXkSIgogNmJhOTEyZjkxMjlkNjg0OWEwYWM0OWNmYmQzMjFkYWRKMQoH
-      Y3Jld19pZBImCiQxYTEyYzIwZS0xYmI3LTQ5ZGItOTYxMC0zNzEyZTdhNGI0NTVKLgoIdGFza19r
-      ZXkSIgogYjE3YjE4OGRiZjE0ZjkzYTk4ZTViOTVhYWQzNjc1NzdKMQoHdGFza19pZBImCiQ5NWQ4
-      MWZiMy1hNWQ4LTRkNTEtOGRmYy1hYjA4NGY1NTljZGZKOgoQY3Jld19maW5nZXJwcmludBImCiRi
-      Y2QxOTc3Ny1mZjYwLTQ0MjctOTc5MC03ODgyZGZjMTYxOTRKOgoQdGFza19maW5nZXJwcmludBIm
-      CiRkZjNlNTYwNi03YjRjLTQzYTgtYTljOS0yZjRhMjEwYjI5NmRKOwobdGFza19maW5nZXJwcmlu
-      dF9jcmVhdGVkX2F0EhwKGjIwMjUtMDUtMjdUMDE6MTM6MjAuNzYxMDUzSjsKEWFnZW50X2Zpbmdl
-      cnByaW50EiYKJDU2YTAxNzA0LTJlODctNDcxMS05MjEwLWQ1MmUxNmRmZDEyNnoCGAGFAQABAAAS
-      rw0KEKLfuECJGAc0Sv0pC0269lwSCChYwUI1JksUKgxDcmV3IENyZWF0ZWQwATkoPACZJVRDGEGw
-      EwqZJVRDGEobCg5jcmV3YWlfdmVyc2lvbhIJCgcwLjEyMS4wShoKDnB5dGhvbl92ZXJzaW9uEggK
-      BjMuMTEuN0ouCghjcmV3X2tleRIiCiA2YmE5MTJmOTEyOWQ2ODQ5YTBhYzQ5Y2ZiZDMyMWRhZEox
-      CgdjcmV3X2lkEiYKJDM4NGU2ZTcwLTNlNDYtNDdjNC04NGM2LWVjOTgwYjk2OTE3MUocCgxjcmV3
-      X3Byb2Nlc3MSDAoKc2VxdWVudGlhbEoRCgtjcmV3X21lbW9yeRICEABKGgoUY3Jld19udW1iZXJf
-      b2ZfdGFza3MSAhgCShsKFWNyZXdfbnVtYmVyX29mX2FnZW50cxICGAJKOgoQY3Jld19maW5nZXJw
-      cmludBImCiQxM2VjZDE5NC1mMWNkLTQ3ZGUtOWQ1Yy00M2NhZTE0YTMzNWRKOwobY3Jld19maW5n
-      ZXJwcmludF9jcmVhdGVkX2F0EhwKGjIwMjUtMDUtMjdUMDE6MTM6MjAuODA1ODgxSs8FCgtjcmV3
-      X2FnZW50cxK/BQq8BVt7ImtleSI6ICI3M2MzNDljOTNjMTYzYjVkNGRmOThhNjRmYWMxYzQzMCIs
-      ICJpZCI6ICI0Njg3ZmI3Zi03ZGI1LTQ4ZWUtOWIxOC1jMjJkZjBjYzY2YjAiLCAicm9sZSI6ICJ7
-      dG9waWN9IFNlbmlvciBEYXRhIFJlc2VhcmNoZXJcbiIsICJ2ZXJib3NlPyI6IHRydWUsICJtYXhf
-      aXRlciI6IDI1LCAibWF4X3JwbSI6IG51bGwsICJmdW5jdGlvbl9jYWxsaW5nX2xsbSI6ICJvcGVu
-      YWkvbW9kZWxfbmFtZSIsICJsbG0iOiAiZ3B0LTRvLW1pbmkiLCAiZGVsZWdhdGlvbl9lbmFibGVk
-      PyI6IGZhbHNlLCAiYWxsb3dfY29kZV9leGVjdXRpb24/IjogZmFsc2UsICJtYXhfcmV0cnlfbGlt
-      aXQiOiAyLCAidG9vbHNfbmFtZXMiOiBbXX0sIHsia2V5IjogIjEwNGZlMDY1OWUxMGI0MjZjZjg4
-      ZjAyNGZiNTcxNTUzIiwgImlkIjogIjAzYzM1ZGIzLWUwOWItNGJjNC04ZjZlLTI4ZjhhZWQxMmQ2
-      NyIsICJyb2xlIjogInt0b3BpY30gUmVwb3J0aW5nIEFuYWx5c3RcbiIsICJ2ZXJib3NlPyI6IHRy
-      dWUsICJtYXhfaXRlciI6IDI1LCAibWF4X3JwbSI6IG51bGwsICJmdW5jdGlvbl9jYWxsaW5nX2xs
-      bSI6ICJvbmxpbmVfbGxtIiwgImxsbSI6ICJncHQtNG8tbWluaSIsICJkZWxlZ2F0aW9uX2VuYWJs
-      ZWQ/IjogZmFsc2UsICJhbGxvd19jb2RlX2V4ZWN1dGlvbj8iOiBmYWxzZSwgIm1heF9yZXRyeV9s
-      aW1pdCI6IDIsICJ0b29sc19uYW1lcyI6IFtdfV1KkwQKCmNyZXdfdGFza3MShAQKgQRbeyJrZXki
-      OiAiMDAxNzk3ZTNmNjJkMzNjZDFkNjM1ZWI2ZmRkNWI0NTMiLCAiaWQiOiAiNGExNGMxMTAtYTIy
-      Zi00Mjg4LTk0N2QtNWNkNmEwMzk2OTg3IiwgImFzeW5jX2V4ZWN1dGlvbj8iOiBmYWxzZSwgImh1
-      bWFuX2lucHV0PyI6IGZhbHNlLCAiYWdlbnRfcm9sZSI6ICJ7dG9waWN9IFNlbmlvciBEYXRhIFJl
-      c2VhcmNoZXJcbiIsICJhZ2VudF9rZXkiOiAiNzNjMzQ5YzkzYzE2M2I1ZDRkZjk4YTY0ZmFjMWM0
-      MzAiLCAidG9vbHNfbmFtZXMiOiBbXX0sIHsia2V5IjogImIxN2IxODhkYmYxNGY5M2E5OGU1Yjk1
-      YWFkMzY3NTc3IiwgImlkIjogImUyZTU2OTE3LWU3OGYtNDJlMC04MGY2LTgxOTQ0YTRmZmYwNiIs
-      ICJhc3luY19leGVjdXRpb24/IjogZmFsc2UsICJodW1hbl9pbnB1dD8iOiBmYWxzZSwgImFnZW50
-      X3JvbGUiOiAie3RvcGljfSBSZXBvcnRpbmcgQW5hbHlzdFxuIiwgImFnZW50X2tleSI6ICIxMDRm
-      ZTA2NTllMTBiNDI2Y2Y4OGYwMjRmYjU3MTU1MyIsICJ0b29sc19uYW1lcyI6IFtdfV16AhgBhQEA
-      AQAAEoAEChAbth4YCHQeh7EefVeMJy4JEggcYcNkZNAKySoMVGFzayBDcmVhdGVkMAE56KknmSVU
-      QxhBQDArmSVUQxhKLgoIY3Jld19rZXkSIgogNmJhOTEyZjkxMjlkNjg0OWEwYWM0OWNmYmQzMjFk
-      YWRKMQoHY3Jld19pZBImCiQzODRlNmU3MC0zZTQ2LTQ3YzQtODRjNi1lYzk4MGI5NjkxNzFKLgoI
-      dGFza19rZXkSIgogMDAxNzk3ZTNmNjJkMzNjZDFkNjM1ZWI2ZmRkNWI0NTNKMQoHdGFza19pZBIm
-      CiQ0YTE0YzExMC1hMjJmLTQyODgtOTQ3ZC01Y2Q2YTAzOTY5ODdKOgoQY3Jld19maW5nZXJwcmlu
-      dBImCiQxM2VjZDE5NC1mMWNkLTQ3ZGUtOWQ1Yy00M2NhZTE0YTMzNWRKOgoQdGFza19maW5nZXJw
-      cmludBImCiQ2OWYwN2MyMy0wYzgxLTRlNGYtYjNmOC1kNzJiYjE2NjA1NzFKOwobdGFza19maW5n
-      ZXJwcmludF9jcmVhdGVkX2F0EhwKGjIwMjUtMDUtMjdUMDE6MTM6MjAuODA1Nzc0SjsKEWFnZW50
-      X2ZpbmdlcnByaW50EiYKJGIxNWUzMGQzLThmYzEtNGRlYy1hZWZiLTVhMzhiMTViMDE0ZHoCGAGF
-      AQABAAASgAQKEPiCSOUs79t8gK9iZIDM2o4SCIi1npEPf6KWKgxUYXNrIENyZWF0ZWQwATnQG+aZ
-      JVRDGEFg/uaZJVRDGEouCghjcmV3X2tleRIiCiA2YmE5MTJmOTEyOWQ2ODQ5YTBhYzQ5Y2ZiZDMy
-      MWRhZEoxCgdjcmV3X2lkEiYKJDM4NGU2ZTcwLTNlNDYtNDdjNC04NGM2LWVjOTgwYjk2OTE3MUou
-      Cgh0YXNrX2tleRIiCiAwMDE3OTdlM2Y2MmQzM2NkMWQ2MzVlYjZmZGQ1YjQ1M0oxCgd0YXNrX2lk
-      EiYKJDRhMTRjMTEwLWEyMmYtNDI4OC05NDdkLTVjZDZhMDM5Njk4N0o6ChBjcmV3X2ZpbmdlcnBy
-      aW50EiYKJDEzZWNkMTk0LWYxY2QtNDdkZS05ZDVjLTQzY2FlMTRhMzM1ZEo6ChB0YXNrX2Zpbmdl
-      cnByaW50EiYKJDY5ZjA3YzIzLTBjODEtNGU0Zi1iM2Y4LWQ3MmJiMTY2MDU3MUo7Cht0YXNrX2Zp
-      bmdlcnByaW50X2NyZWF0ZWRfYXQSHAoaMjAyNS0wNS0yN1QwMToxMzoyMC44MDU3NzRKOwoRYWdl
-      bnRfZmluZ2VycHJpbnQSJgokYjE1ZTMwZDMtOGZjMS00ZGVjLWFlZmItNWEzOGIxNWIwMTRkegIY
-      AYUBAAEAABKABAoQRjTvd3n+HmitPRO/TeGkgBIIpjGOtLcINFkqDFRhc2sgQ3JlYXRlZDABOVhP
-      sZolVEMYQZAWspolVEMYSi4KCGNyZXdfa2V5EiIKIDZiYTkxMmY5MTI5ZDY4NDlhMGFjNDljZmJk
-      MzIxZGFkSjEKB2NyZXdfaWQSJgokMzg0ZTZlNzAtM2U0Ni00N2M0LTg0YzYtZWM5ODBiOTY5MTcx
-      Si4KCHRhc2tfa2V5EiIKIGIxN2IxODhkYmYxNGY5M2E5OGU1Yjk1YWFkMzY3NTc3SjEKB3Rhc2tf
-      aWQSJgokZTJlNTY5MTctZTc4Zi00MmUwLTgwZjYtODE5NDRhNGZmZjA2SjoKEGNyZXdfZmluZ2Vy
-      cHJpbnQSJgokMTNlY2QxOTQtZjFjZC00N2RlLTlkNWMtNDNjYWUxNGEzMzVkSjoKEHRhc2tfZmlu
-      Z2VycHJpbnQSJgokZDRmMGE3NzItMzUwOC00OGI1LWI5OWEtZWU2ZmEzMjE5ZWMwSjsKG3Rhc2tf
-      ZmluZ2VycHJpbnRfY3JlYXRlZF9hdBIcChoyMDI1LTA1LTI3VDAxOjEzOjIwLjgwNTgzNEo7ChFh
-      Z2VudF9maW5nZXJwcmludBImCiQ2NzhjOTkxNC01NWU2LTQ0YjYtODRlMS01ZjBhODA3OWIzNzl6
-      AhgBhQEAAQAAEqcNChCi37hAiRgHNEr9KQtNuvZcEggoWMFCNSZLFCoMQ3JldyBDcmVhdGVkMAE5
-      UMbImyVUQxhB4PvQmyVUQxhKGwoOY3Jld2FpX3ZlcnNpb24SCQoHMC4xMjEuMEoaCg5weXRob25f
-      dmVyc2lvbhIICgYzLjExLjdKLgoIY3Jld19rZXkSIgogNmJhOTEyZjkxMjlkNjg0OWEwYWM0OWNm
-      YmQzMjFkYWRKMQoHY3Jld19pZBImCiQyNWZlM2JkNS00MmRmLTRmYmYtYTQzYi00MDlmZDUyZGMz
-      YjNKHAoMY3Jld19wcm9jZXNzEgwKCnNlcXVlbnRpYWxKEQoLY3Jld19tZW1vcnkSAhAAShoKFGNy
-      ZXdfbnVtYmVyX29mX3Rhc2tzEgIYAkobChVjcmV3X251bWJlcl9vZl9hZ2VudHMSAhgCSjoKEGNy
-      ZXdfZmluZ2VycHJpbnQSJgokN2FiOGQ2NzctYjczYi00MmFkLTljOGEtNjEyYTg1N2MwZGIzSjsK
-      G2NyZXdfZmluZ2VycHJpbnRfY3JlYXRlZF9hdBIcChoyMDI1LTA1LTI3VDAxOjEzOjIwLjg1MjQ5
-      MkrHBQoLY3Jld19hZ2VudHMStwUKtAVbeyJrZXkiOiAiNzNjMzQ5YzkzYzE2M2I1ZDRkZjk4YTY0
-      ZmFjMWM0MzAiLCAiaWQiOiAiMTExNDdkNDgtMzlkMS00MzRjLTk1MmYtNzk4NmJhN2M0OGVjIiwg
-      InJvbGUiOiAie3RvcGljfSBTZW5pb3IgRGF0YSBSZXNlYXJjaGVyXG4iLCAidmVyYm9zZT8iOiB0
-      cnVlLCAibWF4X2l0ZXIiOiAyNSwgIm1heF9ycG0iOiBudWxsLCAiZnVuY3Rpb25fY2FsbGluZ19s
-      bG0iOiAibG9jYWxfbGxtIiwgImxsbSI6ICJncHQtNG8tbWluaSIsICJkZWxlZ2F0aW9uX2VuYWJs
-      ZWQ/IjogZmFsc2UsICJhbGxvd19jb2RlX2V4ZWN1dGlvbj8iOiBmYWxzZSwgIm1heF9yZXRyeV9s
-      aW1pdCI6IDIsICJ0b29sc19uYW1lcyI6IFtdfSwgeyJrZXkiOiAiMTA0ZmUwNjU5ZTEwYjQyNmNm
-      ODhmMDI0ZmI1NzE1NTMiLCAiaWQiOiAiNmJlMTZjNWUtMDc4OS00MTQ1LWE5MmUtYWQzNzE2Mjdl
-      M2VhIiwgInJvbGUiOiAie3RvcGljfSBSZXBvcnRpbmcgQW5hbHlzdFxuIiwgInZlcmJvc2U/Ijog
-      dHJ1ZSwgIm1heF9pdGVyIjogMjUsICJtYXhfcnBtIjogbnVsbCwgImZ1bmN0aW9uX2NhbGxpbmdf
-      bGxtIjogIm9ubGluZV9sbG0iLCAibGxtIjogImdwdC00by1taW5pIiwgImRlbGVnYXRpb25fZW5h
-      YmxlZD8iOiBmYWxzZSwgImFsbG93X2NvZGVfZXhlY3V0aW9uPyI6IGZhbHNlLCAibWF4X3JldHJ5
-      X2xpbWl0IjogMiwgInRvb2xzX25hbWVzIjogW119XUqTBAoKY3Jld190YXNrcxKEBAqBBFt7Imtl
-      eSI6ICIwMDE3OTdlM2Y2MmQzM2NkMWQ2MzVlYjZmZGQ1YjQ1MyIsICJpZCI6ICI3YjBjNjAwYy1j
-      MTcwLTQ1MmYtYTE1Mi05MzJiY2E0NzljNzciLCAiYXN5bmNfZXhlY3V0aW9uPyI6IGZhbHNlLCAi
-      aHVtYW5faW5wdXQ/IjogZmFsc2UsICJhZ2VudF9yb2xlIjogInt0b3BpY30gU2VuaW9yIERhdGEg
-      UmVzZWFyY2hlclxuIiwgImFnZW50X2tleSI6ICI3M2MzNDljOTNjMTYzYjVkNGRmOThhNjRmYWMx
-      YzQzMCIsICJ0b29sc19uYW1lcyI6IFtdfSwgeyJrZXkiOiAiYjE3YjE4OGRiZjE0ZjkzYTk4ZTVi
-      OTVhYWQzNjc1NzciLCAiaWQiOiAiZTdmMWRmNzAtNjhmMS00N2FiLWI0M2QtNWRjOGVhNGNiZjM3
-      IiwgImFzeW5jX2V4ZWN1dGlvbj8iOiBmYWxzZSwgImh1bWFuX2lucHV0PyI6IGZhbHNlLCAiYWdl
-      bnRfcm9sZSI6ICJ7dG9waWN9IFJlcG9ydGluZyBBbmFseXN0XG4iLCAiYWdlbnRfa2V5IjogIjEw
-      NGZlMDY1OWUxMGI0MjZjZjg4ZjAyNGZiNTcxNTUzIiwgInRvb2xzX25hbWVzIjogW119XXoCGAGF
-      AQABAAASgAQKEBu2HhgIdB6HsR59V4wnLgkSCBxhw2Rk0ArJKgxUYXNrIENyZWF0ZWQwATmo8e+b
-      JVRDGEG4lfCbJVRDGEouCghjcmV3X2tleRIiCiA2YmE5MTJmOTEyOWQ2ODQ5YTBhYzQ5Y2ZiZDMy
-      MWRhZEoxCgdjcmV3X2lkEiYKJDI1ZmUzYmQ1LTQyZGYtNGZiZi1hNDNiLTQwOWZkNTJkYzNiM0ou
-      Cgh0YXNrX2tleRIiCiAwMDE3OTdlM2Y2MmQzM2NkMWQ2MzVlYjZmZGQ1YjQ1M0oxCgd0YXNrX2lk
-      EiYKJDdiMGM2MDBjLWMxNzAtNDUyZi1hMTUyLTkzMmJjYTQ3OWM3N0o6ChBjcmV3X2ZpbmdlcnBy
-      aW50EiYKJDdhYjhkNjc3LWI3M2ItNDJhZC05YzhhLTYxMmE4NTdjMGRiM0o6ChB0YXNrX2Zpbmdl
-      cnByaW50EiYKJDhjY2IyZWVhLThhNTMtNGY0MS05MDkxLTRiODJiZjk5NTM1MUo7Cht0YXNrX2Zp
-      bmdlcnByaW50X2NyZWF0ZWRfYXQSHAoaMjAyNS0wNS0yN1QwMToxMzoyMC44NTIzODhKOwoRYWdl
-      bnRfZmluZ2VycHJpbnQSJgokOWMxMTJkM2UtM2U2Yy00YTY0LTk5YTEtZTVlZDM4ZjZkY2EyegIY
-      AYUBAAEAABKABAoQ+IJI5Szv23yAr2JkgMzajhIIiLWekQ9/opYqDFRhc2sgQ3JlYXRlZDABOQjU
-      mJwlVEMYQaCLmZwlVEMYSi4KCGNyZXdfa2V5EiIKIDZiYTkxMmY5MTI5ZDY4NDlhMGFjNDljZmJk
-      MzIxZGFkSjEKB2NyZXdfaWQSJgokMjVmZTNiZDUtNDJkZi00ZmJmLWE0M2ItNDA5ZmQ1MmRjM2Iz
-      Si4KCHRhc2tfa2V5EiIKIDAwMTc5N2UzZjYyZDMzY2QxZDYzNWViNmZkZDViNDUzSjEKB3Rhc2tf
-      aWQSJgokN2IwYzYwMGMtYzE3MC00NTJmLWExNTItOTMyYmNhNDc5Yzc3SjoKEGNyZXdfZmluZ2Vy
-      cHJpbnQSJgokN2FiOGQ2NzctYjczYi00MmFkLTljOGEtNjEyYTg1N2MwZGIzSjoKEHRhc2tfZmlu
-      Z2VycHJpbnQSJgokOGNjYjJlZWEtOGE1My00ZjQxLTkwOTEtNGI4MmJmOTk1MzUxSjsKG3Rhc2tf
-      ZmluZ2VycHJpbnRfY3JlYXRlZF9hdBIcChoyMDI1LTA1LTI3VDAxOjEzOjIwLjg1MjM4OEo7ChFh
-      Z2VudF9maW5nZXJwcmludBImCiQ5YzExMmQzZS0zZTZjLTRhNjQtOTlhMS1lNWVkMzhmNmRjYTJ6
-      AhgBhQEAAQAAEoAEChBGNO93ef4eaK09E79N4aSAEgimMY60twg0WSoMVGFzayBDcmVhdGVkMAE5
-      iBtTnSVUQxhB8NpTnSVUQxhKLgoIY3Jld19rZXkSIgogNmJhOTEyZjkxMjlkNjg0OWEwYWM0OWNm
-      YmQzMjFkYWRKMQoHY3Jld19pZBImCiQyNWZlM2JkNS00MmRmLTRmYmYtYTQzYi00MDlmZDUyZGMz
-      YjNKLgoIdGFza19rZXkSIgogYjE3YjE4OGRiZjE0ZjkzYTk4ZTViOTVhYWQzNjc1NzdKMQoHdGFz
-      a19pZBImCiRlN2YxZGY3MC02OGYxLTQ3YWItYjQzZC01ZGM4ZWE0Y2JmMzdKOgoQY3Jld19maW5n
-      ZXJwcmludBImCiQ3YWI4ZDY3Ny1iNzNiLTQyYWQtOWM4YS02MTJhODU3YzBkYjNKOgoQdGFza19m
-      aW5nZXJwcmludBImCiQ3YzY4NjdiYi1hMzEwLTQ2ZDUtOTM4Mi0zMGIyZDhmN2ZmMmZKOwobdGFz
-      a19maW5nZXJwcmludF9jcmVhdGVkX2F0EhwKGjIwMjUtMDUtMjdUMDE6MTM6MjAuODUyNDQ1SjsK
-      EWFnZW50X2ZpbmdlcnByaW50EiYKJGM0YzRiNjdjLTgxYzktNDFjNS1iYzVkLTRiNjcyNDQxY2Mw
-      N3oCGAGFAQABAAA=
     headers:
       Accept:
       - '*/*'
@@ -567,7 +241,7 @@ interactions:
       Connection:
       - keep-alive
       Content-Length:
-      - '20189'
+      - '1626'
       Content-Type:
       - application/x-protobuf
       User-Agent:
@@ -583,7 +257,7 @@ interactions:
       Content-Type:
       - application/x-protobuf
       Date:
-      - Tue, 27 May 2025 08:13:25 GMT
+      - Thu, 29 May 2025 13:57:17 GMT
     status:
       code: 200
       message: OK

tests/llm_test.py

@@ -2,7 +2,6 @@ import os
 from time import sleep
 from unittest.mock import MagicMock, patch
 
-import litellm
 import pytest
 from pydantic import BaseModel
 
@@ -11,7 +10,11 @@ from crewai.llm import CONTEXT_WINDOW_USAGE_RATIO, LLM
 from crewai.utilities.events import (
     LLMCallCompletedEvent,
     LLMStreamChunkEvent,
+    ToolUsageStartedEvent,
+    ToolUsageFinishedEvent,
+    ToolUsageErrorEvent,
 )
+
 from crewai.utilities.token_counter_callback import TokenCalcHandler
 
 
@@ -222,7 +225,7 @@ def test_get_custom_llm_provider_gemini():
 
 def test_get_custom_llm_provider_openai():
     llm = LLM(model="gpt-4")
-    assert llm._get_custom_llm_provider() == None
+    assert llm._get_custom_llm_provider() is None
 
 
 def test_validate_call_params_supported():
@@ -511,12 +514,18 @@ def assert_event_count(
     expected_completed_tool_call: int = 0,
     expected_stream_chunk: int = 0,
     expected_completed_llm_call: int = 0,
+    expected_tool_usage_started: int = 0,
+    expected_tool_usage_finished: int = 0,
+    expected_tool_usage_error: int = 0,
     expected_final_chunk_result: str = "",
 ):
     event_count = {
         "completed_tool_call": 0,
         "stream_chunk": 0,
         "completed_llm_call": 0,
+        "tool_usage_started": 0,
+        "tool_usage_finished": 0,
+        "tool_usage_error": 0,
     }
     final_chunk_result = ""
     for _call in mock_emit.call_args_list:
@@ -535,12 +544,21 @@ def assert_event_count(
             and event.call_type.value == "llm_call"
         ):
             event_count["completed_llm_call"] += 1
+        elif isinstance(event, ToolUsageStartedEvent):
+            event_count["tool_usage_started"] += 1
+        elif isinstance(event, ToolUsageFinishedEvent):
+            event_count["tool_usage_finished"] += 1
+        elif isinstance(event, ToolUsageErrorEvent):
+            event_count["tool_usage_error"] += 1
         else:
             continue
 
     assert event_count["completed_tool_call"] == expected_completed_tool_call
     assert event_count["stream_chunk"] == expected_stream_chunk
     assert event_count["completed_llm_call"] == expected_completed_llm_call
+    assert event_count["tool_usage_started"] == expected_tool_usage_started
+    assert event_count["tool_usage_finished"] == expected_tool_usage_finished
+    assert event_count["tool_usage_error"] == expected_tool_usage_error
     assert final_chunk_result == expected_final_chunk_result
 
 
@@ -574,6 +592,34 @@ def test_handle_streaming_tool_calls(get_weather_tool_schema, mock_emit):
         expected_completed_tool_call=1,
         expected_stream_chunk=10,
         expected_completed_llm_call=1,
+        expected_tool_usage_started=1,
+        expected_tool_usage_finished=1,
+        expected_final_chunk_result=expected_final_chunk_result,
+    )
+
+@pytest.mark.vcr(filter_headers=["authorization"])
+def test_handle_streaming_tool_calls_with_error(get_weather_tool_schema, mock_emit):
+    def get_weather_error(location):
+        raise Exception("Error")
+        
+    llm = LLM(model="openai/gpt-4o", stream=True)
+    response = llm.call(
+        messages=[
+            {"role": "user", "content": "What is the weather in New York?"},
+        ],
+        tools=[get_weather_tool_schema],
+        available_functions={
+            "get_weather": get_weather_error
+        },
+    )
+    assert response == ""
+    expected_final_chunk_result = '{"location":"New York, NY"}'
+    assert_event_count(
+        mock_emit=mock_emit,
+        expected_stream_chunk=9,
+        expected_completed_llm_call=1,
+        expected_tool_usage_started=1,
+        expected_tool_usage_error=1,    
         expected_final_chunk_result=expected_final_chunk_result,
     )