text stringlengths 185 73.3k | repo stringlengths 7 100 | path stringlengths 4 146 | language stringclasses 7
values | hash stringlengths 16 16 | score float64 7 8.5 | stars int64 0 237k |
|---|---|---|---|---|---|---|
"""Session store — persists active session runs to JSON."""
import json
import time
import threading
import logging
from pathlib import Path
log = logging.getLogger(__name__)
class SessionStore:
def __init__(self, path: str, templates_dir: str | None = None):
self._path = Path(path)
self._path.p... | mikey143-kun/agentchattr | session_store.py | .py | 5cf8fe2b35283910 | 7.15 | 1 |
"""API agent wrapper — bridges the chat room to an OpenAI-compatible endpoint.
Usage:
python wrapper_api.py qwen
python wrapper_api.py my-local-model
For local models (Ollama, llama-server, LM Studio, etc.) that expose an
OpenAI-compatible /v1/chat/completions endpoint but have no CLI to inject
keystrokes int... | mikey143-kun/agentchattr | wrapper_api.py | .py | 65c01c205da872a7 | 7.15 | 1 |
"""Mac/Linux agent injection — uses tmux send-keys to type into the agent CLI.
Called by wrapper.py on Mac and Linux. Requires tmux to be installed.
- Mac: brew install tmux
- Linux: apt install tmux (or yum, pacman, etc.)
How it works:
1. Creates a tmux session running the agent CLI
2. Queue watcher sends... | mikey143-kun/agentchattr | wrapper_unix.py | .py | a877c94a9c6009a8 | 7.15 | 1 |
import logging
from langchain.agents import create_agent
from langchain.agents.middleware import SummarizationMiddleware, TodoListMiddleware
from langchain_core.runnables import RunnableConfig
from src.agents.lead_agent.prompt import apply_prompt_template
from src.agents.middlewares.clarification_middleware import Cl... | fullstack455/deer-flow | backend/src/agents/lead_agent/agent.py | .py | e00a2289994b6c1e | 7.24 | 2 |
from datetime import datetime
from src.config.agents_config import load_agent_soul
from src.skills import load_skills
def _build_subagent_section(max_concurrent: int) -> str:
"""Build the subagent system prompt section with dynamic concurrency limit.
Args:
max_concurrent: Maximum number of concurren... | fullstack455/deer-flow | backend/src/agents/lead_agent/prompt.py | .py | 6fccfb52d35385e0 | 7.24 | 2 |
"""Prompt templates for memory update and injection."""
import re
from typing import Any
try:
import tiktoken
TIKTOKEN_AVAILABLE = True
except ImportError:
TIKTOKEN_AVAILABLE = False
# Prompt template for updating memory based on conversation
MEMORY_UPDATE_PROMPT = """You are a memory management system.... | fullstack455/deer-flow | backend/src/agents/memory/prompt.py | .py | bacdbcdf9fd69ddd | 7.24 | 2 |
"""Memory update queue with debounce mechanism."""
import threading
import time
from dataclasses import dataclass, field
from datetime import datetime
from typing import Any
from src.config.memory_config import get_memory_config
@dataclass
class ConversationContext:
"""Context for a conversation to be processed... | fullstack455/deer-flow | backend/src/agents/memory/queue.py | .py | 5ee15d33f42550c2 | 7.24 | 2 |
"""Memory updater for reading, writing, and updating memory data."""
import json
import re
import uuid
from datetime import datetime
from pathlib import Path
from typing import Any
from src.agents.memory.prompt import (
MEMORY_UPDATE_PROMPT,
format_conversation_for_update,
)
from src.config.memory_config impo... | fullstack455/deer-flow | backend/src/agents/memory/updater.py | .py | 05e30affe2a3c306 | 7.24 | 2 |
"""Middleware for intercepting clarification requests and presenting them to the user."""
from collections.abc import Callable
from typing import override
from langchain.agents import AgentState
from langchain.agents.middleware import AgentMiddleware
from langchain_core.messages import ToolMessage
from langgraph.grap... | fullstack455/deer-flow | backend/src/agents/middlewares/clarification_middleware.py | .py | 9453b48230198227 | 7.24 | 2 |
"""Middleware to fix dangling tool calls in message history.
A dangling tool call occurs when an AIMessage contains tool_calls but there are
no corresponding ToolMessages in the history (e.g., due to user interruption or
request cancellation). This causes LLM errors due to incomplete message format.
This middleware i... | fullstack455/deer-flow | backend/src/agents/middlewares/dangling_tool_call_middleware.py | .py | 9627e5c32a2301ef | 7.24 | 2 |
"""Middleware for memory mechanism."""
import re
from typing import Any, override
from langchain.agents import AgentState
from langchain.agents.middleware import AgentMiddleware
from langgraph.runtime import Runtime
from src.agents.memory.queue import get_memory_queue
from src.config.memory_config import get_memory_... | fullstack455/deer-flow | backend/src/agents/middlewares/memory_middleware.py | .py | 3191a99e937ebbff | 7.24 | 2 |
"""Middleware to enforce maximum concurrent subagent tool calls per model response."""
import logging
from typing import override
from langchain.agents import AgentState
from langchain.agents.middleware import AgentMiddleware
from langgraph.runtime import Runtime
from src.subagents.executor import MAX_CONCURRENT_SUB... | fullstack455/deer-flow | backend/src/agents/middlewares/subagent_limit_middleware.py | .py | 3cfa5b736f976677 | 7.24 | 2 |
from typing import NotRequired, override
from langchain.agents import AgentState
from langchain.agents.middleware import AgentMiddleware
from langgraph.runtime import Runtime
from src.agents.thread_state import ThreadDataState
from src.config.paths import Paths, get_paths
class ThreadDataMiddlewareState(AgentState)... | fullstack455/deer-flow | backend/src/agents/middlewares/thread_data_middleware.py | .py | 8e72a487de0c916f | 7.24 | 2 |
"""Middleware for automatic thread title generation."""
from typing import NotRequired, override
from langchain.agents import AgentState
from langchain.agents.middleware import AgentMiddleware
from langgraph.runtime import Runtime
from src.config.title_config import get_title_config
from src.models import create_cha... | fullstack455/deer-flow | backend/src/agents/middlewares/title_middleware.py | .py | 540ff232e245dd8d | 7.24 | 2 |
"""Middleware to inject uploaded files information into agent context."""
import logging
from pathlib import Path
from typing import NotRequired, override
from langchain.agents import AgentState
from langchain.agents.middleware import AgentMiddleware
from langchain_core.messages import HumanMessage
from langgraph.run... | fullstack455/deer-flow | backend/src/agents/middlewares/uploads_middleware.py | .py | 2c4e4b00ffcd3725 | 7.24 | 2 |
from typing import Annotated, NotRequired, TypedDict
from langchain.agents import AgentState
class SandboxState(TypedDict):
sandbox_id: NotRequired[str | None]
class ThreadDataState(TypedDict):
workspace_path: NotRequired[str | None]
uploads_path: NotRequired[str | None]
outputs_path: NotRequired[s... | fullstack455/deer-flow | backend/src/agents/thread_state.py | .py | 3beb2ffdeb991cd4 | 7.24 | 2 |
import base64
import logging
from agent_sandbox import Sandbox as AioSandboxClient
from src.sandbox.sandbox import Sandbox
logger = logging.getLogger(__name__)
class AioSandbox(Sandbox):
"""Sandbox implementation using the agent-infra/sandbox Docker container.
This sandbox connects to a running AIO sandbo... | fullstack455/deer-flow | backend/src/community/aio_sandbox/aio_sandbox.py | .py | 5207ba38d2add545 | 7.24 | 2 |
"""Abstract base class for sandbox provisioning backends."""
from __future__ import annotations
import logging
import time
from abc import ABC, abstractmethod
import requests
from .sandbox_info import SandboxInfo
logger = logging.getLogger(__name__)
def wait_for_sandbox_ready(sandbox_url: str, timeout: int = 30)... | fullstack455/deer-flow | backend/src/community/aio_sandbox/backend.py | .py | 54c668cbbc72d0a8 | 7.24 | 2 |
"""File-based sandbox state store.
Uses JSON files for persistence and fcntl file locking for cross-process
mutual exclusion. Works across processes on the same machine or across
K8s pods with a shared PVC mount.
"""
from __future__ import annotations
import fcntl
import json
import logging
import os
from collection... | fullstack455/deer-flow | backend/src/community/aio_sandbox/file_state_store.py | .py | 4106d0bf0d79342d | 7.24 | 2 |
"""Sandbox metadata for cross-process discovery and state persistence."""
from __future__ import annotations
import time
from dataclasses import dataclass, field
@dataclass
class SandboxInfo:
"""Persisted sandbox metadata that enables cross-process discovery.
This dataclass holds all the information needed... | fullstack455/deer-flow | backend/src/community/aio_sandbox/sandbox_info.py | .py | f84309e64516e85b | 7.24 | 2 |
import json
from firecrawl import FirecrawlApp
from langchain.tools import tool
from src.config import get_app_config
def _get_firecrawl_client() -> FirecrawlApp:
config = get_app_config().get_tool_config("web_search")
api_key = None
if config is not None:
api_key = config.model_extra.get("api_k... | fullstack455/deer-flow | backend/src/community/firecrawl/tools.py | .py | 352edc3d69d6c67b | 7.24 | 2 |
"""
Image Search Tool - Search images using DuckDuckGo for reference in image generation.
"""
import json
import logging
from langchain.tools import tool
from src.config import get_app_config
logger = logging.getLogger(__name__)
def _search_images(
query: str,
max_results: int = 5,
region: str = "wt-w... | fullstack455/deer-flow | backend/src/community/image_search/tools.py | .py | 7c1224cfac8aec22 | 7.24 | 2 |
from langchain.tools import tool
from src.config import get_app_config
from src.utils.readability import ReadabilityExtractor
from .infoquest_client import InfoQuestClient
readability_extractor = ReadabilityExtractor()
def _get_infoquest_client() -> InfoQuestClient:
search_config = get_app_config().get_tool_co... | fullstack455/deer-flow | backend/src/community/infoquest/tools.py | .py | 1682cdd8c9da8b23 | 7.24 | 2 |
import json
from langchain.tools import tool
from tavily import TavilyClient
from src.config import get_app_config
def _get_tavily_client() -> TavilyClient:
config = get_app_config().get_tool_config("web_search")
api_key = None
if config is not None and "api_key" in config.model_extra:
api_key =... | fullstack455/deer-flow | backend/src/community/tavily/tools.py | .py | 210df4450e46a7e9 | 7.24 | 2 |
# !/usr/bin/python
# coding=utf-8
"""Creates in-between (tween) target meshes for sculpting a custom morph curve — mirror of
mayatk's ``anim_utils.blendshape_animator.creator.Creator``.
A tween is a plain, history-free duplicate mesh object frozen at the base+target mix for a
given weight (or frame) — the Blender anal... | m3trik/blendertk | blendertk/anim_utils/blendshape_animator/creator.py | .py | 0628fcaf8ae46b2b | 7 | 0 |
# !/usr/bin/python
# coding=utf-8
"""Master shape-key value keyframe animation — mirror of mayatk's
``anim_utils.blendshape_animator.keyframes.Keyframes``.
Maya keyframes the ``blendShape.weight[0]`` attribute; the direct Blender analogue is the
master shape key's own ``value`` — already a first-class keyable float (n... | m3trik/blendertk | blendertk/anim_utils/blendshape_animator/keyframes.py | .py | 0143fc9ea01ab55f | 7 | 0 |
# !/usr/bin/python
# coding=utf-8
"""Tween mesh wrappers and registry — mirror of mayatk's
``anim_utils.blendshape_animator.target`` (``Target`` / ``Targets``).
Divergence from mayatk (by design): Maya tags a tween mesh with plain node attributes
(``addAttr``/``setAttr``); Blender custom properties (``obj["key"] = val... | m3trik/blendertk | blendertk/anim_utils/blendshape_animator/target.py | .py | b271753a10f15d94 | 7 | 0 |
# !/usr/bin/python
# coding=utf-8
"""Mesh + shape-key setup validation — mirror of mayatk's
``anim_utils.blendshape_animator.validator.Validator``.
"""
import pythontk as ptk
class Validator(ptk.LoggingMixin):
"""Handles validation of meshes and shape-key setups."""
@classmethod
def validate_meshes(cls,... | m3trik/blendertk | blendertk/anim_utils/blendshape_animator/validator.py | .py | d5a782885275789c | 7 | 0 |
# !/usr/bin/python
# coding=utf-8
"""Dedicated scale-keys module to keep AnimUtils lean and testable (mirror of mayatk's
``anim_utils.scale_keys`` / ``ScaleKeys``).
Mirrors mayatk's ``scale_keys`` at the *name + behavior* level (uniform vs. speed-normalized
retiming, single/per-object/overlap-group pivots, absolute vs... | m3trik/blendertk | blendertk/anim_utils/scale_keys.py | .py | 2aa09da94eb25116 | 7 | 0 |
# !/usr/bin/python
# coding=utf-8
"""Shot-region detection — Blender scene acquisition over the pure engine math.
Mirror of mayatk's ``anim_utils.shots._detection`` (name + behavior, not
signatures): the Blender-side acquisition (discovering animated objects,
resolving an fcurve owner to its object, gathering selected... | m3trik/blendertk | blendertk/anim_utils/shots/_detection.py | .py | ecc55d74cbd0e8fa | 7 | 0 |
# !/usr/bin/python
# coding=utf-8
"""Constants, column layout, and pure helper functions for the Shot Manifest UI.
Blender mirror of mayatk's ``shot_manifest.manifest_data``. Everything here is
pure Qt/data with two DCC swaps versus the Maya original:
- the status palette is imported from the shared ``pythontk`` eng... | m3trik/blendertk | blendertk/anim_utils/shots/shot_manifest/manifest_data.py | .py | 1715e26abd6f6355 | 7 | 0 |
# !/usr/bin/python
# coding=utf-8
"""Range resolution for the Shot Manifest build pipeline (Blender-bound facade).
Mirror of mayatk's ``shot_manifest.range_resolver``. The resolver math lives
once, DCC-agnostic, in
:mod:`pythontk.core_utils.engines.shots.manifest.range_resolver` (shared with
mayatk). This facade bin... | m3trik/blendertk | blendertk/anim_utils/shots/shot_manifest/range_resolver.py | .py | 3064c2ed4df6967b | 7 | 0 |
# !/usr/bin/python
# coding=utf-8
"""Marker persistence for the shot sequencer controller (Blender).
Verbatim mirror of mayatk's ``shot_sequencer.marker_manager`` — the mixin is
fully DCC-agnostic (it only reads the shared ``SequencerWidget``'s markers and
writes them to the ``ShotSequencer`` model), so no Maya→Blende... | m3trik/blendertk | blendertk/anim_utils/shots/shot_sequencer/marker_manager.py | .py | 772ec66283c17445 | 7 | 0 |
# !/usr/bin/python
# coding=utf-8
"""Segment collection and attribute extraction for the shot sequencer (Blender).
Blender mirror of mayatk's ``shot_sequencer.segment_collector`` — pure functions
the controller calls directly. ``collect_segments`` / ``active_object_set`` are
1:1 (they delegate to the engine's ``colle... | m3trik/blendertk | blendertk/anim_utils/shots/shot_sequencer/segment_collector.py | .py | 7d4f88a45045024f | 7 | 0 |
# !/usr/bin/python
# coding=utf-8
"""Shot navigation and combobox synchronization (Blender).
Blender mirror of mayatk's ``shot_sequencer.shot_nav`` — :class:`ShotNavMixin`
handles shot selection, navigation, and combobox population. Two DCC swaps vs.
the Maya original: object selection (``cmds.ls``/``cmds.select`` → ... | m3trik/blendertk | blendertk/anim_utils/shots/shot_sequencer/shot_nav.py | .py | 4ff5cf1d76fcbf5a | 7 | 0 |
# !/usr/bin/python
# coding=utf-8
"""Dedicated stagger-keys module to keep AnimUtils lean and testable (mirror of mayatk's
``anim_utils.stagger_keys`` / ``StaggerKeys``).
The shared fcurve helpers live in ``_anim_utils``; they are imported lazily inside the call body
to avoid an import cycle (``_anim_utils`` re-import... | m3trik/blendertk | blendertk/anim_utils/stagger_keys.py | .py | 0c71b5736ec65dcf | 7 | 0 |
# !/usr/bin/python
# coding=utf-8
"""Consumer-facing audio-segment discovery for the sequencer + manifest (Blender).
Mirror of mayatk's ``audio_utils.segments`` — the same :class:`AudioSegment`
snapshot the shared sequencer widget renders as an audio track, derived here
from the scene's VSE **sound strips** instead of... | m3trik/blendertk | blendertk/audio_utils/segments.py | .py | 2e68f1a345dd906b | 7 | 0 |
"""
TradeMemory Hosted API Server (MVP).
Multi-tenant FastAPI server with API key authentication and SQLite storage.
Implements core endpoints from docs/hosted-api-spec.md:
- POST /api/v1/trades (store_trade)
- GET /api/v1/trades (recall_trades)
- GET /api/v1/performance (get_performance)
- GET ... | Eltano1985/tradememory-protocol | hosted/server.py | .py | 05e877c619d9df56 | 7 | 0 |
"""
Daily Trading Monitor — Option C (AI-Assisted)
Reads tradememory DB + MT5 open positions to detect anomalies.
Generates a daily status report with actionable alerts.
Usage:
python scripts/daily_monitor.py [--output reports/]
Output: JSON report + human-readable summary
"""
import os
import sys
import json
i... | Eltano1985/tradememory-protocol | scripts/daily_monitor.py | .py | fc4aaac2311026c7 | 7 | 0 |
#!/usr/bin/env python3
"""
Generate demo output for documentation screenshots.
Runs the L1 → L2 → L3 pipeline with simulated trades and saves
formatted output to assets/screenshots/ for use in README and docs.
Usage:
python scripts/generate_screenshots.py
"""
import sys
import os
import io
import tempfile
from p... | Eltano1985/tradememory-protocol | scripts/generate_screenshots.py | .py | c351c2ab38402b29 | 7 | 0 |
"""
One-time migration: Fix strategy names in tradememory.db using MT5 magic numbers.
Existing trades were all stored as strategy="NG_Gold". This script:
1. Queries MT5 for historical deals to get magic numbers
2. Maps magic → strategy name
3. Updates trade_records in tradememory.db
Usage:
python scripts/migrate_... | Eltano1985/tradememory-protocol | scripts/migrate_strategy_names.py | .py | 5933c416f383be99 | 7 | 0 |
"""
Parse all batch backtest reports and generate structured analysis.
Usage:
python scripts/parse_batch_results.py [report_dir]
Default report_dir: batch_v1 in MT5 Terminal B reports directory
"""
import sys
import os
import json
# Add project root to path
sys.path.insert(0, os.path.dirname(os.path.dirname(os.p... | Eltano1985/tradememory-protocol | scripts/parse_batch_results.py | .py | cf9b9c6b7b60cc21 | 7 | 0 |
"""
Trade Adapter - Convert MT5 deals to TradeMemory TradeRecord format
Based on ariadng/metatrader-mcp-server + TradeMemory Protocol DEC-014
Architecture:
MT5 Terminal → MetaTrader5 Python API → trade_adapter.py → TradeJournal
"""
import os
import time
try:
import MetaTrader5 as MT5
except ImportError:
MT5... | Eltano1985/tradememory-protocol | scripts/trade_adapter.py | .py | 88087eb175dcffb8 | 7 | 0 |
"""
Validate auto-discovered L2 patterns against manually curated findings.
Compares patterns in the patterns table (source='backtest_auto') against
the 5 manual L2 findings from MEMORY.md: MR-001, MR-002, FX-001, FX-002, BATCH-001.
Usage:
python scripts/validate_l2_patterns.py [db_path]
Default db_path: data/ba... | Eltano1985/tradememory-protocol | scripts/validate_l2_patterns.py | .py | e551e3a60d17f599 | 7 | 0 |
"""
Weekly Trading Report — Option C (AI-Assisted)
Generates a comprehensive weekly performance report comparing
real trades vs BATCH-001 backtest baselines.
Usage:
python scripts/weekly_report.py [--output reports/]
"""
import os
import sys
import json
import sqlite3
import argparse
from datetime import datetim... | Eltano1985/tradememory-protocol | scripts/weekly_report.py | .py | 1222c0e4a417db46 | 7 | 0 |
"""
Backtest Importer - Parse MT5 Strategy Tester HTML reports and import as TradeRecords.
Reads UTF-16LE HTML reports from MT5 Strategy Tester, pairs entry/exit deals,
and bulk-imports them into tradememory SQLite database.
All imported trades have source="backtest" in their reasoning field.
"""
import os
import re... | Eltano1985/tradememory-protocol | src/tradememory/backtest_importer.py | .py | a1a060d2b44e66bc | 7.5 | 0 |
"""
TradeJournal module - Structured trade memory with full context.
Implements Blueprint Section 2.1 TradeJournal functionality.
"""
from datetime import datetime, timezone
from typing import Optional, List, Dict, Any
from .models import TradeRecord, TradeDirection, MarketContext
from .db import Database
class Trad... | Eltano1985/tradememory-protocol | src/tradememory/journal.py | .py | 0fc0181fa9188303 | 7 | 0 |
"""
Data models for TradeMemory Protocol.
Based on Blueprint Section 5: Trade Journal Data Schema
"""
from datetime import datetime
from typing import Optional, List, Dict, Any
from pydantic import BaseModel, ConfigDict, Field
from enum import Enum
class TradeDirection(str, Enum):
"""Trade direction"""
LONG ... | Eltano1985/tradememory-protocol | src/tradememory/models.py | .py | 36fe7cbdb4f07cb0 | 7 | 0 |
"""
MT5 Connector - Bridge between MT5 demo account and TradeMemory.
Records real demo trades into TradeJournal automatically.
"""
from typing import Optional, List, Dict, Any
from datetime import datetime
from .journal import TradeJournal
from .state import StateManager
class MT5Connector:
"""
Connects to ... | Eltano1985/tradememory-protocol | src/tradememory/mt5_connector.py | .py | 83513eb0f468adcb | 7 | 0 |
"""ContextVector and context_similarity for OWM framework.
Reference: docs/OWM_FRAMEWORK.md Section 2.6
"""
from __future__ import annotations
import math
from dataclasses import dataclass
from typing import Optional
@dataclass
class ContextVector:
"""Market context at a point in time."""
# Price
symb... | Eltano1985/tradememory-protocol | src/tradememory/owm/context.py | .py | 64e009a6ffb5215a | 7 | 0 |
"""Migration utilities from L1/L2 tables to OWM memory tables."""
import json
from datetime import datetime
def migrate_trades_to_episodic(db) -> int:
"""
Migrate all trade_records to episodic_memory.
Mapping:
- trade id → episodic id
- market_context JSON → context_json
- Tries to parse reg... | Eltano1985/tradememory-protocol | src/tradememory/owm/migration.py | .py | 9a517307c6666656 | 7 | 0 |
"""
Unit tests for TradeJournal module.
"""
import pytest
import tempfile
from pathlib import Path
from src.tradememory.journal import TradeJournal
from src.tradememory.db import Database
@pytest.fixture
def temp_db():
"""Create a temporary database for testing"""
with tempfile.TemporaryDirectory() as tmpdi... | Eltano1985/tradememory-protocol | tests/test_journal.py | .py | 22f74dec5ccddf32 | 7.5 | 0 |
"""
Unit tests for data models.
"""
import pytest
from datetime import datetime, timezone
from src.tradememory.models import (
TradeRecord,
MarketContext,
SessionState,
TradeDirection
)
def test_market_context_creation():
"""Test MarketContext model"""
ctx = MarketContext(
price=2891.... | Eltano1985/tradememory-protocol | tests/test_models.py | .py | ea1d55a29477b2cc | 7.5 | 0 |
"""Tests for MT5Connector with mocked MetaTrader5 library."""
import pytest
from unittest.mock import MagicMock, patch
from datetime import datetime
from src.tradememory.db import Database
from src.tradememory.journal import TradeJournal
from src.tradememory.state import StateManager
from src.tradememory.mt5_connecto... | Eltano1985/tradememory-protocol | tests/test_mt5_connector.py | .py | 6f1cd257f9db2524 | 7.5 | 0 |
"""Tests for ContextVector and context_similarity."""
import math
import pytest
from src.tradememory.owm.context import ContextVector, context_similarity
def _make_context(**overrides):
"""Helper to build a fully-populated ContextVector."""
defaults = dict(
symbol="XAUUSD",
price=5175.0,
... | Eltano1985/tradememory-protocol | tests/test_owm_context.py | .py | ae3d313a3cbf4c4d | 7.5 | 0 |
"""Tests for OWM Kelly criterion position sizing."""
import pytest
from src.tradememory.owm.kelly import kelly_from_memory
from src.tradememory.owm.recall import ScoredMemory
def _make_memory(pnl_r: float, score: float = 1.0) -> ScoredMemory:
"""Helper to create a ScoredMemory with given pnl_r and score."""
... | Eltano1985/tradememory-protocol | tests/test_owm_kelly.py | .py | 8cd1d028c8565a5f | 7.5 | 0 |
"""IMAP client — handles connection, folder operations, and email fetching.
Wraps Python's imaplib to provide a higher-level interface for the operations
CLI Mail needs: listing folders, fetching headers/emails, searching, and
manipulating flags. All UID-based operations use the IMAP UID command to avoid
issues with s... | notkorya/CLI-Mail | src/cli_mail/client.py | .py | 561f90e371c5066d | 7.15 | 1 |
"""Read and display a single email."""
from __future__ import annotations
from pathlib import Path
from typing import TYPE_CHECKING
from cli_mail import ui
if TYPE_CHECKING:
from cli_mail.app import App
def cmd_read(app: App, args: list[str]) -> None:
if app.imap is None:
ui.print_error("Not conne... | notkorya/CLI-Mail | src/cli_mail/commands/read.py | .py | 6fa95fca61336be8 | 7.15 | 1 |
"""Configuration management — reads/writes ~/.config/cli-mail/config.toml."""
from __future__ import annotations
import tomllib
from pathlib import Path
from cli_mail.models import AccountConfig
CONFIG_DIR = Path.home() / ".config" / "cli-mail"
CONFIG_FILE = CONFIG_DIR / "config.toml"
def _escape_toml(value: str)... | notkorya/CLI-Mail | src/cli_mail/config.py | .py | 7d3ebcd8aaf8671a | 7.15 | 1 |
"""Data models for CLI Mail.
Defines the core data structures used across the application: email addresses,
attachments, full and lightweight email representations, folders, account
configuration, and mutable session state.
"""
from __future__ import annotations
from dataclasses import dataclass, field
from datetime... | notkorya/CLI-Mail | src/cli_mail/models.py | .py | 7c432023e22bc5e0 | 7.15 | 1 |
"""Parse raw MIME email messages into our Email model."""
from __future__ import annotations
import email
import email.policy
from datetime import datetime, timezone
from email.message import EmailMessage
from email.utils import parsedate_to_datetime
import html2text
from cli_mail.models import Address, Attachment,... | notkorya/CLI-Mail | src/cli_mail/parser.py | .py | 572f73cbf2123a78 | 7.15 | 1 |
"""SMTP client — handles sending, replying to, and forwarding emails."""
from __future__ import annotations
import smtplib
from email.message import EmailMessage
from email.utils import formataddr, formatdate
from cli_mail.models import AccountConfig, Email
class SMTPSender:
def __init__(self, account: Account... | notkorya/CLI-Mail | src/cli_mail/sender.py | .py | acf298172e49b0a6 | 7.15 | 1 |
"""
OpenReel Video Parser for WAS Content Viewer.
Handles:
- INPUT: Tagged JSON from CV_OpenReelBundleVideo node
- Passes through video metadata and serve URLs for the frontend view
- OUTPUT: Video file path from OpenReel's "Send to Output" action
"""
import json
import hashlib
try:
from .base_parser import Base... | kenleung05hk/ComfyUI_Viewer_OpenReel_Extension | modules/parsers/openreel_video_parser.py | .py | f3e8bac1e5f686b4 | 7.24 | 2 |
# !/usr/bin/python
# coding=utf-8
"""Applies tween mesh edits back to blendShape in-between targets."""
from enum import Enum
from typing import List, Optional, Tuple
import pythontk as ptk
try:
from maya import cmds
except ImportError as error:
print(__file__, error)
from mayatk.anim_utils.blendshape_animat... | m3trik/mayatk | mayatk/anim_utils/blendshape_animator/applicator.py | .py | db5b412003a2d2c9 | 7.3 | 3 |
# !/usr/bin/python
# coding=utf-8
"""Shared helpers internal to the blendshape_animator subpackage."""
from typing import List, Optional
try:
from maya import cmds
except ImportError as error:
print(__file__, error)
class BlendshapeHelpers:
"""BlendshapeHelpers — module namespace."""
@staticmethod
... | m3trik/mayatk | mayatk/anim_utils/blendshape_animator/helpers.py | .py | 28a5ea4594e654a5 | 7.3 | 3 |
# !/usr/bin/python
# coding=utf-8
"""Core blendShape keyframe animation operations."""
from typing import Tuple
import pythontk as ptk
try:
from maya import cmds
except ImportError as error:
print(__file__, error)
from mayatk.anim_utils.blendshape_animator.validator import Validator
class Keyframes(ptk.Log... | m3trik/mayatk | mayatk/anim_utils/blendshape_animator/keyframes.py | .py | df6e9bb761dbe733 | 7.3 | 3 |
# !/usr/bin/python
# coding=utf-8
"""Recovery utilities for corrupted blendShape setups."""
import pythontk as ptk
try:
from maya import cmds
except ImportError as error:
print(__file__, error)
from mayatk.core_utils._core_utils import CoreUtils
from mayatk.anim_utils.blendshape_animator.applicator import Ap... | m3trik/mayatk | mayatk/anim_utils/blendshape_animator/recovery.py | .py | 713654a63c598900 | 7.3 | 3 |
# !/usr/bin/python
# coding=utf-8
"""Tween mesh wrappers and registry for blendShape in-between targets."""
from typing import Dict, List, Optional
import pythontk as ptk
try:
from maya import cmds
except ImportError as error:
print(__file__, error)
from mayatk.core_utils._core_utils import CoreUtils
from m... | m3trik/mayatk | mayatk/anim_utils/blendshape_animator/target.py | .py | ca85f46dff9ef3c5 | 7.3 | 3 |
# !/usr/bin/python
# coding=utf-8
"""Mesh and blendShape validation for blendShape animation setup."""
import pythontk as ptk
try:
from maya import cmds
except ImportError as error:
print(__file__, error)
from mayatk.node_utils._node_utils import NodeUtils
class Validator(ptk.LoggingMixin):
"""Handles v... | m3trik/mayatk | mayatk/anim_utils/blendshape_animator/validator.py | .py | 12593b52b96e6098 | 7.3 | 3 |
# coding=utf-8
"""Commit resolved :class:`MovePlan`\\ s to the Maya scene.
The three-phase walk (park / ordered / land, +INF envelope capping) lives
once in :func:`pythontk.core_utils.engines.shots.shot_apply.apply`; this
module supplies the Maya *writer strategies* — the keyframe shifter
(:func:`_batch_move_keys`) an... | m3trik/mayatk | mayatk/anim_utils/shots/_shot_apply.py | .py | e5216d1f7316f34c | 7.3 | 3 |
# !/usr/bin/python
# coding=utf-8
"""Constants, column layout, and pure helper functions for the Shot Manifest UI."""
from pythontk.core_utils.engines.shots.manifest.range_resolver import ( # noqa: F401
RangeResolver as _PyRangeResolver,
)
# canonical home is the engine class; re-exported under the historical na... | m3trik/mayatk | mayatk/anim_utils/shots/shot_manifest/manifest_data.py | .py | 34f1afa125460af0 | 7.3 | 3 |
# !/usr/bin/python
# coding=utf-8
"""Range resolution for the Shot Manifest build pipeline (Maya-bound facade).
The resolver math lives once, DCC-agnostic, in
:mod:`pythontk.core_utils.engines.shots.manifest.range_resolver` (shared with
blendertk). This facade binds its injectable ``duration_fn`` to mayatk's
:func:`~... | m3trik/mayatk | mayatk/anim_utils/shots/shot_manifest/range_resolver.py | .py | da0d00b74a978705 | 7.3 | 3 |
# !/usr/bin/python
# coding=utf-8
"""Marker persistence for the shot sequencer controller.
Provides :class:`MarkerManagerMixin` — mixed into
:class:`~.shot_sequencer_slots.ShotSequencerController` to persist
marker add/move/change/remove events to the underlying
:class:`ShotSequencer` model.
"""
from __future__ impor... | m3trik/mayatk | mayatk/anim_utils/shots/shot_sequencer/marker_manager.py | .py | e28a5c8fa2a9bd7d | 7.3 | 3 |
# !/usr/bin/python
# coding=utf-8
"""Shot navigation and combobox synchronization.
Provides :class:`ShotNavMixin` — mixed into
:class:`~.shot_sequencer_slots.ShotSequencerController` to handle shot
selection, navigation, and combobox population.
"""
from __future__ import annotations
try:
import maya.cmds as cmds... | m3trik/mayatk | mayatk/anim_utils/shots/shot_sequencer/shot_nav.py | .py | 9374e7640528843d | 7.3 | 3 |
# coding=utf-8
"""Dedicated stagger-keys module to keep AnimUtils lean and testable."""
from typing import Any, Dict, List, Optional, Tuple, Union
try:
import maya.cmds as cmds
except ImportError as error: # pragma: no cover - Maya environment required
cmds = None
print(__file__, error)
import pythontk a... | m3trik/mayatk | mayatk/anim_utils/stagger_keys.py | .py | d4d6211d1f59dff0 | 7.3 | 3 |
"""Safe math expression evaluator with date/time support."""
import ast
import operator
# todo: edge case
import math
from datetime import datetime, timedelta
from typing import Any
SAFE_OPS = {
ast.Add: operator.add,
ast.Sub: operator.sub,
ast.Mult: operator.mul,
ast.Div: operator.truediv,
ast.Flo... | BreadStisx/claudemcp | claudemcp/calculator_plugin.py | .py | 410fa6134dc26938 | 7.15 | 1 |
"""Plugin configuration."""
from pathlib import Path
import json
from typing import Any
# fixme: handle errors
DEFAULT_NOTES_DIR = Path.home() / "claude-notes"
DEFAULT_CONFIG_PATH = Path.home() / ".claudemcp.json"
def load_config() -> dict[str, Any]:
if DEFAULT_CONFIG_PATH.exists():
return json.loads(DEF... | BreadStisx/claudemcp | claudemcp/config.py | .py | 2617093a092897a4 | 7.15 | 1 |
"""Install plugins into Claude Desktop config."""
import json
import sys
from pathlib import Path
CLAUDE_CONFIG_PATHS = [
Path.home() / "Library" / "Application Support" / "Claude" / "claude_desktop_config.json",
Path.home() / ".config" / "claude" / "claude_desktop_config.json",
Path.home() / "AppData" / "... | BreadStisx/claudemcp | claudemcp/installer.py | .py | 1f7e79c277b0249a | 7.15 | 1 |
"""Markdown notes plugin. Read/write/list/search notes."""
from pathlib import Path
from datetime import datetime
from claudemcp.config import get_notes_dir
def list_notes() -> list[dict]:
notes_dir = get_notes_dir()
notes = []
for f in sorted(notes_dir.glob("*.md")):
stat = f.stat()
notes... | BreadStisx/claudemcp | claudemcp/notes_plugin.py | .py | ca6217282dd4d126 | 7.15 | 1 |
"""Simple web search plugin using DuckDuckGo HTML."""
import requests
from urllib.parse import quote_plus
from html.parser import HTMLParser
class _ResultParser(HTMLParser):
def __init__(self):
super().__init__()
self.results = []
self._in_result = False
self._current = {}
... | BreadStisx/claudemcp | claudemcp/websearch_plugin.py | .py | b9d93e8d9bcb4ff0 | 7.15 | 1 |
"""
Application configuration
"""
from pydantic_settings import BaseSettings
from typing import List
import os
class Settings(BaseSettings):
"""Application settings"""
# Application
APP_NAME: str = "Cloud Resource Optimizer"
VERSION: str = "1.0.0"
DEBUG: bool = True
# API
API_V1_... | Drempty/AI-Enabled-Cloud-Resource-Optimizer | backend/app/core/config.py | .py | 1a12c5a96857f5d5 | 7 | 0 |
"""
SQLAlchemy database models
"""
from sqlalchemy import Column, Integer, String, Float, DateTime, Boolean, ForeignKey, JSON, Enum
from sqlalchemy.orm import relationship
from datetime import datetime
import enum
from app.core.database import Base
class CloudProvider(str, enum.Enum):
"""Cloud provider enumerati... | Drempty/AI-Enabled-Cloud-Resource-Optimizer | backend/app/models/database.py | .py | 4b46bcfc5c39ff20 | 7 | 0 |
"""
Predictions API router
"""
from fastapi import APIRouter, Depends, HTTPException, Request
from sqlalchemy.ext.asyncio import AsyncSession
from sqlalchemy import select, and_
from datetime import datetime, timedelta
from typing import List
from app.core.database import get_db
from app.models.database import Resourc... | Drempty/AI-Enabled-Cloud-Resource-Optimizer | backend/app/routers/predictions.py | .py | 8002e136d8a35be4 | 7 | 0 |
"""
Pydantic schemas for API request/response validation
"""
from pydantic import BaseModel, Field, ConfigDict
from typing import Optional, List, Dict, Any
from datetime import datetime
from enum import Enum
class CloudProvider(str, Enum):
"""Cloud provider enumeration"""
AWS = "aws"
AZURE = "azure"
G... | Drempty/AI-Enabled-Cloud-Resource-Optimizer | backend/app/schemas/api.py | .py | 855ff155a9a4417a | 7 | 0 |
"""
Machine Learning service for predictions and optimization
"""
import numpy as np
import pandas as pd
from datetime import datetime, timedelta
from typing import List, Dict, Tuple, Optional
import joblib
import os
# TensorFlow is optional - statistical methods work fine for most use cases
# Uncomment the following ... | Drempty/AI-Enabled-Cloud-Resource-Optimizer | backend/app/services/ml_service.py | .py | 4668088493652658 | 7 | 0 |
"""
Optimization service for cost and performance recommendations
"""
from typing import List, Dict, Optional, Tuple
from datetime import datetime
import numpy as np
# Instance type pricing and specifications (AWS example)
INSTANCE_CATALOG = {
'aws': {
't3.nano': {'vcpus': 2, 'memory': 0.5, 'cost_hour': 0... | Drempty/AI-Enabled-Cloud-Resource-Optimizer | backend/app/services/optimization_service.py | .py | 35293ccf56cd6a41 | 7 | 0 |
"""
Data generator for creating sample metrics and resources
"""
import numpy as np
from datetime import datetime, timedelta
from typing import List, Dict
import asyncio
from sqlalchemy.ext.asyncio import AsyncSession
from sqlalchemy import select
from app.models.database import Resource, Metric, CloudProvider, Resour... | Drempty/AI-Enabled-Cloud-Resource-Optimizer | backend/app/utils/data_generator.py | .py | 1b3ee4ed4a5b0e30 | 7 | 0 |
# Copyright 2024 Canonical Ltd.
# See LICENSE file for licensing details.
import logging
import os
import secrets
import subprocess
from contextlib import suppress
from pathlib import Path
from typing import Callable, Generator, Optional, Tuple
import jubilant
import psycopg
import pytest
import yaml
from integration... | canonical/glauth-k8s-operator | tests/integration/conftest.py | .py | 63136431a45fbe3e | 7.5 | 0 |
# Copyright 2024 Canonical Ltd.
# See LICENSE file for licensing details.
import platform
from contextlib import contextmanager
from typing import Callable, Iterator, Optional
import jubilant
import ldap
import yaml
from cryptography import x509
from cryptography.hazmat.backends import default_backend
from integratio... | canonical/glauth-k8s-operator | tests/integration/utils.py | .py | 90b0230392a347ea | 7.5 | 0 |
"""
JSON file I/O utilities.
Provides read_json and write_json as the single source of truth
for JSON file operations across all Trellis scripts.
"""
from __future__ import annotations
import json
from pathlib import Path
def read_json(path: Path) -> dict | None:
"""Read and parse a JSON file.
Returns Non... | gdm257/scoop-257 | .trellis/scripts/common/io.py | .py | 6480b181f2bc5053 | 7.24 | 2 |
"""
Terminal output utilities: colors and structured logging.
Single source of truth for Colors and log_* functions
used across all Trellis scripts.
"""
from __future__ import annotations
class Colors:
"""ANSI color codes for terminal output."""
RED = "\033[0;31m"
GREEN = "\033[0;32m"
YELLOW = "\03... | gdm257/scoop-257 | .trellis/scripts/common/log.py | .py | 471df6895cfac80f | 7.24 | 2 |
"""
Task data access layer.
Single source of truth for loading and iterating task directories.
Replaces scattered task.json parsing across 9+ files.
Provides:
load_task — Load a single task by directory path
iter_active_tasks — Iterate all non-archived tasks (sorted)
get_all_statuses — Get {di... | gdm257/scoop-257 | .trellis/scripts/common/tasks.py | .py | 4436a8b0b53c270a | 7.24 | 2 |
#!/usr/bin/env python3
# -*- coding: utf-8 -*-
"""
Workflow Phase Extraction.
Extracts step-level content from .trellis/workflow.md and optionally filters
platform-specific blocks.
Platform marker syntax in workflow.md:
[Claude Code, Cursor, ...]
agent-capable content
[/Claude Code, Cursor, ...]
Provide... | gdm257/scoop-257 | .trellis/scripts/common/workflow_phase.py | .py | b5736dab0587d78c | 7.24 | 2 |
"""Configuration management for Coinbase Advanced Trader."""
import logging
from pathlib import Path
import yaml
from coinbase_advanced_trader.constants import DEFAULT_CONFIG
class ConfigManager:
"""Singleton class for managing application configuration."""
_instance = None
def __new__(cls):
... | rrvstt/Recurring-ETH-Buy-Coinbase | coinbase_advanced_trader/config.py | .py | 81a58ec927bddcd0 | 7 | 0 |
from dataclasses import dataclass
from decimal import Decimal
from enum import Enum
from typing import Optional
class OrderSide(Enum):
"""Enum representing the side of an order (buy or sell)."""
BUY = "buy"
SELL = "sell"
class OrderType(Enum):
"""Enum representing the type of an order (market or lim... | rrvstt/Recurring-ETH-Buy-Coinbase | coinbase_advanced_trader/models/order.py | .py | 0c0ef8f7bf17566e | 7 | 0 |
from dataclasses import dataclass
from decimal import Decimal
@dataclass
class Product:
"""
Represents a trading product with its associated attributes.
Attributes:
id (str): Unique identifier for the product.
base_currency (str): The base currency of the product.
quote_currency (... | rrvstt/Recurring-ETH-Buy-Coinbase | coinbase_advanced_trader/models/product.py | .py | 420b64a8de1f7517 | 7 | 0 |
from decimal import Decimal
from typing import Dict, List, Any, Optional
from datetime import datetime, timedelta
from dataclasses import dataclass
from coinbase.rest import RESTClient
from coinbase_advanced_trader.logger import logger
@dataclass
class Account:
uuid: str
currency: str
available_balance: ... | rrvstt/Recurring-ETH-Buy-Coinbase | coinbase_advanced_trader/services/account_service.py | .py | e1b873c1fcbc27b8 | 7 | 0 |
# <ai_context>
# New module implementing fiat deposit and withdrawal functionality using
# the enhanced authentication approach from coinbase-advanced-py (ECDSA).
# This code replaces the old scripts from 'coinbase_deposit.py' and
# 'coinbase_withdrawals.py', removing any legacy authentication references.
# </ai_contex... | rrvstt/Recurring-ETH-Buy-Coinbase | coinbase_advanced_trader/services/funds_service.py | .py | 881cbf2a9f83aff8 | 7 | 0 |
from abc import ABC, abstractmethod
from typing import Optional
from coinbase_advanced_trader.models import Order
from .order_service import OrderService
from .price_service import PriceService
class BaseTradingStrategy(ABC):
"""
Abstract base class for trading strategies.
This class provides a common i... | rrvstt/Recurring-ETH-Buy-Coinbase | coinbase_advanced_trader/services/trading_strategy_service.py | .py | 83073d0a9dc99c7a | 7 | 0 |
"""Unit tests for the AccountService class."""
import unittest
from unittest.mock import Mock, patch
from decimal import Decimal
from datetime import datetime
from coinbase.rest import RESTClient
from coinbase_advanced_trader.services.account_service import AccountService
class TestAccountService(unittest.TestCase)... | rrvstt/Recurring-ETH-Buy-Coinbase | coinbase_advanced_trader/tests/test_account_service.py | .py | dc3bccb3125bb5f0 | 7.5 | 0 |
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