Add RPM control to both agents and crews (#133)

* moving file into utilities
* creating Logger and RPMController
* Adding support for RPM to agents and crew
This commit is contained in:
João Moura
2024-01-14 00:22:11 -03:00
committed by GitHub
parent 3686804f7e
commit 2bf924b732
16 changed files with 2343 additions and 85 deletions

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from .i18n import I18N
from .logger import Logger
from .prompts import Prompts
from .rpm_controller import RPMController

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import json
import os
from typing import Dict, Optional
from pydantic import BaseModel, Field, PrivateAttr, ValidationError, model_validator
class I18N(BaseModel):
_translations: Optional[Dict[str, str]] = PrivateAttr()
language: Optional[str] = Field(
default="en",
description="Language used to load translations",
)
@model_validator(mode="after")
def load_translation(self) -> "I18N":
"""Load translations from a JSON file based on the specified language."""
try:
dir_path = os.path.dirname(os.path.realpath(__file__))
prompts_path = os.path.join(
dir_path, f"../translations/{self.language}.json"
)
with open(prompts_path, "r") as f:
self._translations = json.load(f)
except FileNotFoundError:
raise ValidationError(
f"Trasnlation file for language '{self.language}' not found."
)
except json.JSONDecodeError:
raise ValidationError(f"Error decoding JSON from the prompts file.")
return self
def slice(self, slice: str) -> str:
return self.retrieve("slices", slice)
def errors(self, error: str) -> str:
return self.retrieve("errors", error)
def tools(self, error: str) -> str:
return self.retrieve("tools", error)
def retrieve(self, kind, key):
try:
return self._translations[kind].get(key)
except:
raise ValidationError(f"Translation for '{kind}':'{key}' not found.")

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class Logger:
def __init__(self, verbose_level=0):
verbose_level = (
2 if isinstance(verbose_level, bool) and verbose_level else verbose_level
)
self.verbose_level = verbose_level
def log(self, level, message):
level_map = {"debug": 1, "info": 2}
if self.verbose_level and level_map.get(level, 0) <= self.verbose_level:
print(f"\n[{level.upper()}]: {message}")

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from typing import ClassVar
from langchain.prompts import PromptTemplate
from pydantic import BaseModel, Field
from crewai.utilities import I18N
class Prompts(BaseModel):
"""Manages and generates prompts for a generic agent with support for different languages."""
i18n: I18N = Field(default=I18N())
SCRATCHPAD_SLICE: ClassVar[str] = "\n{agent_scratchpad}"
def task_execution_with_memory(self) -> str:
"""Generate a prompt for task execution with memory components."""
return self._build_prompt(["role_playing", "tools", "memory", "task"])
def task_execution_without_tools(self) -> str:
"""Generate a prompt for task execution without tools components."""
return self._build_prompt(["role_playing", "task"])
def task_execution(self) -> str:
"""Generate a standard prompt for task execution."""
return self._build_prompt(["role_playing", "tools", "task"])
def _build_prompt(self, components: [str]) -> str:
"""Constructs a prompt string from specified components."""
prompt_parts = [self.i18n.slice(component) for component in components]
prompt_parts.append(self.SCRATCHPAD_SLICE)
return PromptTemplate.from_template("".join(prompt_parts))

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import threading
import time
from typing import Union
from pydantic import BaseModel, ConfigDict, Field, PrivateAttr, model_validator
from crewai.utilities.logger import Logger
class RPMController(BaseModel):
model_config = ConfigDict(arbitrary_types_allowed=True)
max_rpm: Union[int, None] = Field(default=None)
logger: Logger = Field(default=None)
_current_rpm: int = PrivateAttr(default=0)
_timer: threading.Timer = PrivateAttr(default=None)
_lock: threading.Lock = PrivateAttr(default=None)
@model_validator(mode="after")
def reset_counter(self):
if self.max_rpm:
self._lock = threading.Lock()
self._reset_request_count()
return self
def check_or_wait(self):
if not self.max_rpm:
return True
with self._lock:
if self._current_rpm < self.max_rpm:
self._current_rpm += 1
return True
else:
self.logger.log(
"info", "Max RPM reached, waiting for next minute to start."
)
self._wait_for_next_minute()
self._current_rpm = 1
return True
def stop_rpm_counter(self):
if self._timer:
self._timer.cancel()
self._timer = None
def _wait_for_next_minute(self):
time.sleep(60)
with self._lock:
self._current_rpm = 0
def _reset_request_count(self):
with self._lock:
self._current_rpm = 0
if self._timer:
self._timer.cancel()
self._timer = threading.Timer(60.0, self._reset_request_count)
self._timer.start()