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 |
|---|---|---|---|---|---|---|
"""Abstract base class for all prompt injection detectors."""
from __future__ import annotations
from abc import ABC, abstractmethod
from typing import TYPE_CHECKING, ClassVar
if TYPE_CHECKING:
from prompt_shield.models import DetectionResult, Severity
class BaseDetector(ABC):
"""Base class for all prompt ... | ShaggyT0701/prompt-shield | src/prompt_shield/detectors/base.py | .py | 2656de3af7c31414 | 7.15 | 1 |
"""Detector for multi-turn escalation attacks."""
from __future__ import annotations
from typing import ClassVar
import regex
from prompt_shield.detectors.base import BaseDetector
from prompt_shield.models import DetectionResult, MatchDetail, Severity
class MultiTurnEscalationDetector(BaseDetector):
"""Detect... | ShaggyT0701/prompt-shield | src/prompt_shield/detectors/d006_multi_turn_escalation.py | .py | fb0166cbd0be712e | 7.15 | 1 |
"""Detector for ROT13, l33tspeak, and reversed-text obfuscation."""
from __future__ import annotations
from typing import ClassVar
from prompt_shield.detectors.base import BaseDetector
from prompt_shield.models import DetectionResult, MatchDetail, Severity
from prompt_shield.utils import decode_rot13
_SUSPICIOUS_KE... | ShaggyT0701/prompt-shield | src/prompt_shield/detectors/d009_rot13_substitution.py | .py | fb6f66ff21468bdb | 7.15 | 1 |
"""Detector for Unicode homoglyph-based obfuscation."""
from __future__ import annotations
from typing import ClassVar
from prompt_shield.detectors.base import BaseDetector
from prompt_shield.models import DetectionResult, MatchDetail, Severity
from prompt_shield.utils import has_mixed_scripts, normalize_text
_SUSP... | ShaggyT0701/prompt-shield | src/prompt_shield/detectors/d010_unicode_homoglyph.py | .py | 8730f736d3a67053 | 7.15 | 1 |
"""Detector for suspicious URL injection in prompts."""
from __future__ import annotations
from typing import ClassVar
import regex
from prompt_shield.detectors.base import BaseDetector
from prompt_shield.models import DetectionResult, MatchDetail, Severity
class URLInjectionDetector(BaseDetector):
"""Detects... | ShaggyT0701/prompt-shield | src/prompt_shield/detectors/d016_url_injection.py | .py | 7743601bed7dbae6 | 7.15 | 1 |
"""Detector for token smuggling attacks."""
from __future__ import annotations
from typing import ClassVar
import regex
from prompt_shield.detectors.base import BaseDetector
from prompt_shield.models import DetectionResult, MatchDetail, Severity
class TokenSmugglingDetector(BaseDetector):
"""Detects splitting... | ShaggyT0701/prompt-shield | src/prompt_shield/detectors/d020_token_smuggling.py | .py | 6b13aa6dbd47de92 | 7.15 | 1 |
"""Detector for personally identifiable information (PII) in prompts."""
from __future__ import annotations
from typing import ClassVar
import regex
from prompt_shield.detectors.base import BaseDetector
from prompt_shield.models import DetectionResult, MatchDetail, Severity
from prompt_shield.pii.entity_types impor... | ShaggyT0701/prompt-shield | src/prompt_shield/detectors/d023_pii_detection.py | .py | 5d9bc15f46e63b1d | 7.15 | 1 |
"""Agent executor for self-healing tool execution."""
import subprocess
import logging
from typing import Any, Dict, List, Optional
from modules.routing.proxy import LodestarProxy
logger = logging.getLogger(__name__)
class AgentExecutor:
"""Executes commands with automatic error recovery.
If a command ... | estrify/ProjectLodestar | modules/agent/executor.py | .py | 95e69feef09f7b3c | 7 | 0 |
"""
Base infrastructure for ProjectLodestar v2 modules.
Provides the LodestarPlugin abstract base class that all modules must
implement, and an EventBus for decoupled inter-module communication.
"""
from abc import ABC, abstractmethod
from typing import Any, Callable, Dict, List
import logging
logger = logging.getLo... | estrify/ProjectLodestar | modules/base.py | .py | f3e16e2cbc98057a | 7 | 0 |
"""Lodestar v2 command-line interface.
Provides commands for cost reporting, route testing, tournament
matches, and module health checking. Uses argparse (stdlib) to
avoid adding Click as a dependency.
Usage:
python -m modules.cli costs # Show cost summary
python -m modules.cli route "fix bug" ... | estrify/ProjectLodestar | modules/cli.py | .py | 9592efd816d9e822 | 7 | 0 |
"""Terminal dashboard for real-time cost tracking."""
import time
from datetime import datetime
from typing import Any, Dict, List, Optional
from rich.align import Align
from rich.box import ROUNDED
from rich.console import Console, Group
from rich.layout import Layout
from rich.live import Live
from rich.panel impor... | estrify/ProjectLodestar | modules/costs/dashboard.py | .py | eb42f17c0f73b0a5 | 7 | 0 |
"""SQLite persistence for cost tracking data.
Provides durable storage and querying for cost records. The tracker
uses this to persist data across sessions.
"""
import sqlite3
from datetime import datetime, timedelta
from pathlib import Path
from typing import Any, Dict, List, Optional
import logging
logger = loggin... | estrify/ProjectLodestar | modules/costs/storage.py | .py | 71c0109703e34d3d | 7 | 0 |
"""Tests for the CostTracker."""
import pytest
from modules.costs.tracker import CostTracker, MODEL_COSTS
@pytest.fixture
def tracker_config():
return {
"enabled": True,
"model_costs": MODEL_COSTS,
"baseline_model": "claude-sonnet",
"budget_limit": 1.0,
}
@pytest.fixture
def... | estrify/ProjectLodestar | modules/costs/tests/test_tracker.py | .py | 62d145cbd0666684 | 7.5 | 0 |
"""Cost tracking for LLM requests.
Records token usage and cost per request, persists to SQLite,
and provides summary reporting and budget alert capabilities.
"""
from typing import Any, Dict, Optional
import logging
from modules.base import LodestarPlugin
from modules.costs.storage import CostStorage
logger = logg... | estrify/ProjectLodestar | modules/costs/tracker.py | .py | d10016f10b64ef5b | 7 | 0 |
from typing import Any, Dict, List, Optional, Tuple
import logging
from modules.routing.proxy import LodestarProxy
logger = logging.getLogger(__name__)
class DiffAnnotator:
"""Generates AI annotations for diff blocks using LodestarProxy.
Routes diff explanation tasks to the most cost-effective model
vi... | estrify/ProjectLodestar | modules/diff/annotator.py | .py | d3c94410b05274af | 7 | 0 |
"""Diff preview renderer with AI annotation support.
Parses unified diffs and structures them into annotatable blocks
that can carry AI reasoning and confidence scores.
"""
from dataclasses import dataclass, field
from typing import Any, Dict, List, Optional
import logging
from rich.console import Console
from rich.... | estrify/ProjectLodestar | modules/diff/preview.py | .py | 2bc8e0edf86e86de | 7 | 0 |
import logging
import time
from typing import Any, Dict, List, Optional
import requests
from modules.base import LodestarPlugin, EventBus
logger = logging.getLogger(__name__)
class HealthChecker(LodestarPlugin):
"""Monitors health of Lodestar components (Router, Ollama, External APIs)."""
def __init__(self... | estrify/ProjectLodestar | modules/health/checker.py | .py | 84589dc2100fcf95 | 7 | 0 |
"""Response caching for LLM requests."""
import hashlib
import json
import logging
import sqlite3
import time
from pathlib import Path
from typing import Any, Dict, Optional
logger = logging.getLogger(__name__)
SCHEMA = """
CREATE TABLE IF NOT EXISTS response_cache (
key TEXT PRIMARY KEY,
response_json TEXT ... | estrify/ProjectLodestar | modules/routing/cache.py | .py | cb309fc7b019ceab | 7 | 0 |
"""Fallback chain executor for graceful degradation.
When a model request fails, automatically retries with the next
model in the configured fallback chain before giving up.
"""
from dataclasses import dataclass
from typing import Any, Callable, Dict, List, Optional
import logging
logger = logging.getLogger(__name__... | estrify/ProjectLodestar | modules/routing/fallback.py | .py | 02eb7b78e100b282 | 7 | 0 |
"""LiteLLM proxy integration layer.
Bridges the SemanticRouter with LiteLLM's proxy server by providing
custom callbacks that intercept requests, classify tasks, and record
costs — all without modifying LiteLLM's core behaviour.
"""
from typing import Any, Dict, List, Optional
import logging
import yaml
from pathlib ... | estrify/ProjectLodestar | modules/routing/proxy.py | .py | b509c5bc0256f839 | 7 | 0 |
"""Semantic router for task-based model selection.
Classifies incoming requests by task type and routes them to the
most appropriate model based on configurable rules and fallback chains.
"""
from typing import Any, Dict, List, Optional
import logging
from modules.base import LodestarPlugin
logger = logging.getLogg... | estrify/ProjectLodestar | modules/routing/router.py | .py | d9091bdd3fb2a08e | 7 | 0 |
"""Tag-based routing rules engine.
Provides a structured way to define routing rules that map
task tags to model selections with priority ordering.
"""
from dataclasses import dataclass, field
from typing import Dict, List, Optional
@dataclass
class RoutingRule:
"""A single routing rule mapping tags to a model.... | estrify/ProjectLodestar | modules/routing/rules.py | .py | 2c17ba7fd498e31f | 7 | 0 |
"""Tests for the LodestarProxy integration layer."""
import pytest
from modules.routing.proxy import LodestarProxy
from modules.base import EventBus
@pytest.fixture
def proxy(tmp_path):
"""A LodestarProxy with temp config directory."""
config_dir = tmp_path / "config"
config_dir.mkdir()
# Write mini... | estrify/ProjectLodestar | modules/routing/tests/test_proxy.py | .py | 86c7f53308171dcb | 7.5 | 0 |
"""Tests for the SemanticRouter."""
import pytest
from modules.routing.router import SemanticRouter, DEFAULT_ROUTING_RULES
@pytest.fixture
def router_config():
"""Standard enabled router config."""
return {
"enabled": True,
"routing_rules": DEFAULT_ROUTING_RULES,
"fallback_chains": {
... | estrify/ProjectLodestar | modules/routing/tests/test_router.py | .py | c53f46d0905e6689 | 7.5 | 0 |
"""Tests for the tag-based routing rules engine."""
import pytest
from modules.routing.rules import RoutingRule, RulesEngine
@pytest.fixture
def engine():
"""A RulesEngine with sample rules."""
e = RulesEngine()
e.add_rule(RoutingRule(
name="complex_to_claude",
tags=["architecture", "code... | estrify/ProjectLodestar | modules/routing/tests/test_rules.py | .py | dd0a5f4d8f6f890f | 7.5 | 0 |
"""Shared fixtures for integration tests.
These fixtures provide a fully initialised LodestarProxy backed by
temporary SQLite databases so tests run in isolation without touching
production data.
"""
import os
import tempfile
import pytest
from modules.routing.proxy import LodestarProxy
@pytest.fixture
def temp_db... | estrify/ProjectLodestar | modules/tests/integration/conftest.py | .py | 0d72cd14101f460f | 7.5 | 0 |
"""Model tournament runner for side-by-side comparison.
Runs the same prompt against multiple models and collects results
for comparison. Tracks historical matches and maintains a leaderboard.
"""
from dataclasses import dataclass, field
from datetime import datetime
from typing import Any, Callable, Dict, List, Opti... | estrify/ProjectLodestar | modules/tournament/runner.py | .py | 56cd9023e3789fde | 7 | 0 |
import importlib
import re
import time
import typing
from pathlib import Path
import pytest
from mypy import api
code_rxp = re.compile('```python(.*?)```', re.DOTALL | re.MULTILINE)
class MyPyValidationError(BaseException):
"""A validation error occurred when MyPy attempted to validate the code"""
def fake_pr... | kietduong611/Audio-Content-Creator | conftest.py | .py | 2f75c2bddeda67ab | 7.5 | 0 |
"""Reproduce pydantic-ai-litellm vision bug end-to-end.
Sends an image to a model via pydantic-ai + LiteLLMModel and shows
the model never receives the actual image.
Usage:
uv run python scripts/repro_vision_bug.py # without patch (broken)
uv run python scripts/repro_vision_bug.py --patch # with patc... | Zypozzz/hr-breaker | scripts/repro_vision_bug.py | .py | d0e56d0e1977c920 | 7.24 | 2 |
from datetime import date
from functools import lru_cache
import fitz
from pydantic import BaseModel, Field
from pydantic_ai import Agent, BinaryContent
from hr_breaker.config import get_flash_model, get_model_settings
from hr_breaker.models import JobPosting, OptimizedResume
from hr_breaker.services.renderer import ... | Zypozzz/hr-breaker | src/hr_breaker/agents/combined_reviewer.py | .py | f5483b63dbbcd2d8 | 7.24 | 2 |
import logging
from datetime import date
from pathlib import Path
from pydantic import BaseModel
from pydantic_ai import Agent, BinaryContent
from hr_breaker.agents.combined_reviewer import pdf_to_image
from hr_breaker.config import get_model_settings, get_pro_model, get_settings
from hr_breaker.filters.data_validato... | Zypozzz/hr-breaker | src/hr_breaker/agents/optimizer.py | .py | c50b9c3f1bb87475 | 7.24 | 2 |
"""Translation reviewer agent - checks translation quality for resumes."""
import logging
from datetime import date
from pydantic import BaseModel, Field
from pydantic_ai import Agent
from hr_breaker.config import get_flash_model, get_model_settings
from hr_breaker.models import JobPosting
from hr_breaker.models.lan... | Zypozzz/hr-breaker | src/hr_breaker/agents/translation_reviewer.py | .py | 75e8cf37a99ea08b | 7.24 | 2 |
"""Translator agent - translates optimized HTML resume to target language."""
import logging
from datetime import date
from pydantic import BaseModel, Field
from pydantic_ai import Agent
from hr_breaker.config import get_flash_model, get_model_settings
from hr_breaker.models import JobPosting
from hr_breaker.models.... | Zypozzz/hr-breaker | src/hr_breaker/agents/translator.py | .py | 4783570589cef5eb | 7.24 | 2 |
"""CLI interface for HR-Breaker."""
import asyncio
from pathlib import Path
import click
from hr_breaker.agents import extract_name, parse_job_posting
from hr_breaker.config import get_settings
from hr_breaker.models import (
GeneratedPDF,
ResumeSource,
SUPPORTED_LANGUAGES,
get_language,
)
from hr_b... | Zypozzz/hr-breaker | src/hr_breaker/cli.py | .py | e57ad6316b9ea670 | 7.24 | 2 |
import logging
import os
from functools import lru_cache
from pathlib import Path
from typing import Any
from dotenv import load_dotenv
from pydantic import AliasChoices, Field
from pydantic_ai_litellm import LiteLLMModel
from pydantic_settings import BaseSettings
import litellm
from hr_breaker import litellm_patch
... | Zypozzz/hr-breaker | src/hr_breaker/config.py | .py | af97bd1af30a0660 | 7.24 | 2 |
from hr_breaker.agents.ai_generated_detector import detect_ai_generated
from hr_breaker.config import get_settings
from hr_breaker.filters.base import BaseFilter
from hr_breaker.filters.registry import FilterRegistry
from hr_breaker.models import FilterResult, JobPosting, OptimizedResume, ResumeSource
@FilterRegistry... | Zypozzz/hr-breaker | src/hr_breaker/filters/ai_generated_checker.py | .py | 4c3f5b7ab5d78f5e | 7.24 | 2 |
from abc import ABC, abstractmethod
from hr_breaker.models import FilterResult, JobPosting, OptimizedResume, ResumeSource
class BaseFilter(ABC):
"""Abstract base class for resume filters."""
name: str = "BaseFilter"
priority: int = 50 # Lower runs first, 100 = run last (after all others pass)
thres... | Zypozzz/hr-breaker | src/hr_breaker/filters/base.py | .py | 6638aab4a2f971b3 | 7.24 | 2 |
"""Validates OptimizedResume completeness before rendering."""
import re
from hr_breaker.filters.base import BaseFilter
from hr_breaker.filters.registry import FilterRegistry
from hr_breaker.models import FilterResult, JobPosting, OptimizedResume, ResumeSource
def validate_html(html: str) -> tuple[bool, list[str]]:... | Zypozzz/hr-breaker | src/hr_breaker/filters/data_validator.py | .py | 37cdfa402dae4b4c | 7.24 | 2 |
from hr_breaker.agents.combined_reviewer import combined_review, compute_ats_score
from hr_breaker.config import get_settings, logger
from hr_breaker.filters.base import BaseFilter
from hr_breaker.filters.registry import FilterRegistry
from hr_breaker.models import FilterResult, JobPosting, OptimizedResume, ResumeSourc... | Zypozzz/hr-breaker | src/hr_breaker/filters/llm_checker.py | .py | 29a8efe8f550b728 | 7.24 | 2 |
from typing import Type
from hr_breaker.filters.base import BaseFilter
class FilterRegistry:
"""Registry for filter plugins."""
_filters: dict[str, Type[BaseFilter]] = {}
@classmethod
def register(cls, filter_class: Type[BaseFilter]) -> Type[BaseFilter]:
"""Decorator to register a filter cl... | Zypozzz/hr-breaker | src/hr_breaker/filters/registry.py | .py | 8a192cf72c4a14a4 | 7.24 | 2 |
from datetime import datetime
from pathlib import Path
from pydantic import BaseModel, Field
class FilterResult(BaseModel):
"""Result from a single filter evaluation."""
filter_name: str
passed: bool
score: float = Field(ge=0.0, le=1.0)
threshold: float = Field(ge=0.0, le=1.0, default=0.5)
is... | Zypozzz/hr-breaker | src/hr_breaker/models/feedback.py | .py | f04c4e573b7d4a23 | 7.24 | 2 |
from pydantic import BaseModel
from hr_breaker.models.feedback import ValidationResult
class IterationContext(BaseModel):
"""Context passed to optimizer on each iteration."""
iteration: int
original_resume: str # Original source LaTeX/text
last_attempt: str | None = None # Previous iteration's LaT... | Zypozzz/hr-breaker | src/hr_breaker/models/iteration.py | .py | 6eb06287cc87900f | 7.24 | 2 |
"""Language definitions for resume translation."""
from dataclasses import dataclass
@dataclass(frozen=True)
class Language:
"""A target language for resume output."""
code: str # ISO 639-1 code: "en", "ru"
english_name: str # "English", "Russian"
native_name: str # "English", "Русский"
SUPPORT... | Zypozzz/hr-breaker | src/hr_breaker/models/language.py | .py | 6b2e5f48dd8e039f | 7.24 | 2 |
import hashlib
from datetime import datetime
from pathlib import Path
from typing import Any
from pydantic import BaseModel, Field, computed_field, model_validator
from hr_breaker.models.resume_data import ResumeData
class ResumeSource(BaseModel):
"""Original resume as uploaded by user."""
content: str # ... | Zypozzz/hr-breaker | src/hr_breaker/models/resume.py | .py | 2f2f0043df783f27 | 7.24 | 2 |
"""Structured resume data model for renderer-agnostic resume generation."""
from pydantic import BaseModel, Field
class ContactInfo(BaseModel):
"""Contact information section."""
name: str
email: str | None = None
phone: str | None = None
linkedin: str | None = None
github: str | None = None... | Zypozzz/hr-breaker | src/hr_breaker/models/resume_data.py | .py | aa698b3438af5625 | 7.24 | 2 |
"""Core optimization loop - used by both CLI and Streamlit."""
import asyncio
import time
from collections.abc import Callable
from contextlib import contextmanager
from hr_breaker.agents import optimize_resume, parse_job_posting, translate_resume, review_translation
from hr_breaker.config import get_settings, logger... | Zypozzz/hr-breaker | src/hr_breaker/orchestration.py | .py | 035efae048b80d28 | 7.24 | 2 |
"""Pre-render length estimation for fast fail on oversized content."""
import re
from dataclasses import dataclass
from hr_breaker.config import get_settings, logger
__all__ = [
"LengthEstimate",
"estimate_content_length",
]
@dataclass
class LengthEstimate:
chars: int
words: int
lines: int
... | Zypozzz/hr-breaker | src/hr_breaker/services/length_estimator.py | .py | 5f6000446005ef09 | 7.24 | 2 |
import re
from datetime import datetime
from pathlib import Path
from hr_breaker.config import get_settings
from hr_breaker.models import GeneratedPDF
def sanitize_filename(name: str) -> str:
"""Convert name to safe filename component."""
return re.sub(r"[^a-z0-9]+", "_", name.lower()).strip("_")
class PDF... | Zypozzz/hr-breaker | src/hr_breaker/services/pdf_storage.py | .py | b84a504949f46fb7 | 7.24 | 2 |
"""Abstract renderer interface and implementations."""
import os
import sys
from abc import ABC, abstractmethod
from pathlib import Path
from jinja2 import Environment, FileSystemLoader
from hr_breaker.models.resume_data import ResumeData, RenderResult
# Template directory
TEMPLATE_DIR = Path(__file__).parent.paren... | Zypozzz/hr-breaker | src/hr_breaker/services/renderer.py | .py | b8f8bf04bb8979bc | 7.24 | 2 |
from abc import ABC, abstractmethod
from bs4 import BeautifulSoup
from hr_breaker.config import get_settings
class ScrapingError(Exception):
"""Raised when job scraping fails."""
pass
class CloudflareBlockedError(ScrapingError):
"""Raised when blocked by Cloudflare or similar bot protection."""
... | Zypozzz/hr-breaker | src/hr_breaker/services/scrapers/base.py | .py | eef07e65e1ff5ef7 | 7.24 | 2 |
import random
import time
import httpx
from hr_breaker.config import get_settings
from .base import BaseScraper, CloudflareBlockedError, ScrapingError
USER_AGENTS = [
"Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/120.0.0.0 Safari/537.36",
"Mozilla/5.0 (Window... | Zypozzz/hr-breaker | src/hr_breaker/services/scrapers/httpx_scraper.py | .py | 135e593ae217f602 | 7.24 | 2 |
import logging
from datetime import datetime, timedelta, timezone
import httpx
from hr_breaker.config import get_settings
from .base import BaseScraper, ScrapingError
logger = logging.getLogger(__name__)
WAYBACK_CDX_API = "http://web.archive.org/cdx/search/cdx"
class WaybackScraper(BaseScraper):
"""Scraper u... | Zypozzz/hr-breaker | src/hr_breaker/services/scrapers/wayback_scraper.py | .py | b6a4aa4b41f0a60c | 7.24 | 2 |
"""Retry utilities for LLM API calls with exponential backoff."""
import logging
from tenacity import (
before_sleep_log,
retry,
retry_if_exception,
stop_after_attempt,
wait_exponential,
)
from pydantic_ai.exceptions import ModelHTTPError
from hr_breaker.config import get_settings
logger = logg... | Zypozzz/hr-breaker | src/hr_breaker/utils/retry.py | .py | 1c4edfddc26ae9bd | 7.24 | 2 |
"""
Loading overlay widget for KOReader Store
"""
from PyQt6.QtWidgets import QWidget, QVBoxLayout, QLabel, QProgressBar
from PyQt6.QtCore import Qt, QTimer
from PyQt6.QtGui import QFont
class LoadingOverlay(QWidget):
"""Loading screen overlay widget"""
def __init__(self, parent=None):
... | ravirkpal/KoStore | ui/loading_overlay.py | .py | 37c4621d23c96c83 | 7 | 0 |
"""
Patch Selection Dialog for KOReader Store
"""
import logging
from pathlib import Path
from typing import Dict, Any, List
from PyQt6.QtWidgets import (
QDialog, QVBoxLayout, QHBoxLayout, QLabel, QPushButton,
QTreeWidget, QTreeWidgetItem, QTextEdit, QSplitter,
QFrame, QCheckBox, QProgressBar... | ravirkpal/KoStore | ui/patch_selection_dialog.py | .py | f76caf1a0a382870 | 7 | 0 |
"""
Plugin Card Widget for individual plugin display
"""
from PyQt6.QtWidgets import QFrame, QVBoxLayout, QHBoxLayout, QLabel, QPushButton
from PyQt6.QtCore import pyqtSignal
from PyQt6.QtWidgets import QGraphicsDropShadowEffect
from PyQt6.QtGui import QColor
class PluginCard(QFrame):
"""Widget for in... | ravirkpal/KoStore | ui/plugin_card.py | .py | fd10321c506baf0a | 7 | 0 |
"""
Custom QTextEdit widget that supports image loading for README display
"""
from PyQt6.QtWidgets import QTextEdit
from PyQt6.QtCore import QUrl, QTimer, QEventLoop, QByteArray
from PyQt6.QtGui import QTextDocument, QDesktopServices, QImage, QPixmap
from PyQt6.QtNetwork import QNetworkRequest, QNetworkReply
... | ravirkpal/KoStore | ui/readme_text_edit.py | .py | cf18e76d8e0ec6fd | 7 | 0 |
"""
Markdown utility functions for KOReader Store
"""
import markdown
import re
from PyQt6.QtGui import QTextDocument
def convert_markdown_to_html(text):
"""Convert markdown to HTML for display in Qt widgets using proper markdown library"""
if not text:
return ""
try:
... | ravirkpal/KoStore | utils/markdown.py | .py | 7f6ef70f182c33cc | 7 | 0 |
"""
Background Worker for Downloads
"""
import logging
import os
import requests
import shutil
import tempfile
import zipfile
from pathlib import Path
from PyQt6.QtCore import QThread, pyqtSignal
logger = logging.getLogger(__name__)
def find_plugin_root(base: Path) -> Path | None:
"""
Find... | ravirkpal/KoStore | workers/download_worker.py | .py | b32d426a9d6ed76f | 7 | 0 |
"""
Authentication module for AutoDesk Kiwi API.
Implements JWT-based authentication with secure password hashing.
"""
from datetime import datetime, timedelta, timezone
from typing import Annotated
import bcrypt
from fastapi import APIRouter, Depends, HTTPException, status
from fastapi.security import HTTPAuthorizat... | eduardopr19/autodesk_kiwi | api/auth.py | .py | e93e79b812e50b10 | 7 | 0 |
from contextlib import contextmanager
from sqlmodel import Session, SQLModel, create_engine
from config import get_settings
settings = get_settings()
engine = create_engine(
settings.database_url,
connect_args={"check_same_thread": False},
echo=settings.debug
)
def init_db() -> None:
"""Initialize ... | eduardopr19/autodesk_kiwi | api/db.py | .py | 5f12cb4db5e19b7d | 7 | 0 |
"""Pytest fixtures for API testing."""
import contextlib
import os
import sys
# Add api directory to path
sys.path.insert(0, os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
# Set test environment BEFORE any imports
os.environ["DATABASE_URL"] = "sqlite:///./test_data.db"
os.environ["DEBUG"] = "false"
im... | eduardopr19/autodesk_kiwi | api/tests/conftest.py | .py | 2fa87d303a512241 | 7.5 | 0 |
"""Unit tests for Meta API endpoints."""
from fastapi import status
class TestMetaEndpoints:
"""Tests for meta information endpoints."""
def test_health_check(self, client):
"""Test the health check endpoint."""
response = client.get("/meta/health")
assert response.status_code == st... | eduardopr19/autodesk_kiwi | api/tests/test_meta.py | .py | 1e0e84a4e40eabaf | 7.5 | 0 |
import cv2
import numpy as np
def _warp_triangle_to_overlay_premult(
src_bgra,
out_rgb_premult,
out_alpha,
t_src,
t_dst,
pad=3,
feather=1.6
):
"""
Warp triangle BGRA -> overlay prémultiplié (RGB_premult + alpha).
Objectif: supprimer les micro-coutures en compositant d'abord da... | Kiontin/Face-Swapping-Tool | ar_filter/warp.py | .py | 5424398bc412d68d | 7.39 | 5 |
import argparse
import time
import cv2
import numpy as np
import mediapipe as mp
from mediapipe.tasks import python
from mediapipe.tasks.python import vision
from ar_filter.overlay import load_mask_rgba, alpha_blend
from ar_filter.tracker import FaceLandmarkTracker
from ar_filter.warp import warp_mask_to_face
from ar... | Kiontin/Face-Swapping-Tool | run_filter.py | .py | 4b7298df189d0eed | 7.39 | 5 |
import logging
import re
import time
from typing import Dict, Iterable, List, Optional
from urllib.parse import urljoin, urlparse
import requests
from bs4 import BeautifulSoup, Tag
from .utils_text import clean_text, parse_helpful_votes, parse_rating_score
logger = logging.getLogger(__name__)
class AmazonReviewsScr... | Mandalfashion/amazon-reviews-scraper | src/extractors/reviews_parser.py | .py | b0ec5ceb7f7c58a0 | 7.35 | 4 |
import logging
import re
from typing import Optional
logger = logging.getLogger(__name__)
_HELPFUL_RE = re.compile(r"(\d+)\s+people? found this helpful", re.IGNORECASE)
_RATING_RE = re.compile(r"([0-5](?:\.\d)?)\s+out of\s+5", re.IGNORECASE)
def clean_text(text: str) -> str:
"""
Normalize whitespace and stri... | Mandalfashion/amazon-reviews-scraper | src/extractors/utils_text.py | .py | 21b1457a72a6bf16 | 7.35 | 4 |
import csv
import json
import logging
from typing import Any, Dict, Iterable, List
from .storage_manager import StorageManager
logger = logging.getLogger(__name__)
class ReviewExporter:
"""
Responsible for exporting review datasets to disk in various formats.
"""
def __init__(self, storage: StorageM... | Mandalfashion/amazon-reviews-scraper | src/pipelines/exporter.py | .py | db614a4ecf12cbf2 | 7.35 | 4 |
"""
Template tags for rendering RemixIcons in Django templates.
"""
from django import template
from django.utils.safestring import mark_safe
from django_remix_icon.remix_icons import REMIX_ICONS
register = template.Library()
def get_all_icon_names():
"""
Get a flat list of all icon names with 'ri-' prefix... | Julianpr22/django-remix-icon | django_remix_icon/templatetags/remix_icon_tags.py | .py | 3ab21f66894014f2 | 7.15 | 1 |
"""
Views for RemixIcon autocomplete functionality.
"""
import json
from django.http import JsonResponse
from django.views.decorators.csrf import csrf_exempt
from django.views.decorators.http import require_http_methods
from django.utils.decorators import method_decorator
from django.views.generic import View
from .r... | Julianpr22/django-remix-icon | django_remix_icon/views.py | .py | 023e443cfd23a3f2 | 7.15 | 1 |
from io import BytesIO
from typing import Dict, Optional
from PIL import Image, ImageDraw, ImageFont
import qrcode
import requests
DEFAULT_W, DEFAULT_H = 1200, 630 # social share friendly
def fetch_image_bytes(url: str) -> Optional[bytes]:
try:
r = requests.get(url, timeout=20)
r.raise_for_statu... | tashin666/streamlit-space-explorer | components/share_card.py | .py | dfa6fe7396f5bec8 | 7 | 0 |
import os
import logging
from datetime import date, datetime
from typing import Any, Dict, List, Optional
import requests
import streamlit as st
from dateutil.parser import isoparse
APOD_BASE = "https://api.nasa.gov/planetary/apod"
# Earliest APOD date is 1995-06-16
APOD_EARLIEST = date(1995, 6, 16)
logger = logging... | tashin666/streamlit-space-explorer | services/apod.py | .py | 300f12c450cdc678 | 7 | 0 |
"""Artifact manifest system for tracking experiment outputs.
Provides checksums, metadata, and versioning for reproducibility.
"""
import hashlib
import json
import time
from pathlib import Path
from typing import Dict, List, Any, Optional, Tuple
from dataclasses import dataclass, asdict
import platform
import sys
im... | eddyayalagil/override-cascade-dspy | artifact_manifest.py | .py | a4f4c2561791a2ba | 7.24 | 2 |
"""Reproducible calibration suite for override cascade framework.
Provides seeded, bootstrapped confidence intervals and standardized metrics
for verifying the 95% override claim.
"""
import json
import hashlib
import random
import numpy as np
from dataclasses import dataclass, asdict
from typing import List, Dict, A... | eddyayalagil/override-cascade-dspy | calibration_suite.py | .py | 98844cc6952e2d57 | 7.24 | 2 |
#!/usr/bin/env python3
"""
Explanation Quality Evaluation - Real evaluation of explanation void patterns.
Tests explanation generation and void detection on actual override events.
"""
import os
import sys
import json
import time
from datetime import datetime
from typing import List, Dict, Any
# Add project to path
s... | eddyayalagil/override-cascade-dspy | evaluations/explanation_quality_evaluation.py | .py | b1774ca990fe702f | 7.24 | 2 |
#!/usr/bin/env python3
"""
Intervention Policy Evaluation - Real evaluation of intervention effectiveness.
Tests different intervention strategies on actual override scenarios.
"""
import os
import sys
import json
import time
from datetime import datetime
from typing import List, Dict, Any, Tuple
# Add project to pat... | eddyayalagil/override-cascade-dspy | evaluations/intervention_evaluation.py | .py | c4e3e4a9a88dbe43 | 7.24 | 2 |
#!/usr/bin/env python3
"""
Comprehensive evaluation of the Cascade Prevention System against our
known 95% override cascade scenarios.
"""
import sys
import json
import time
from datetime import datetime
from typing import Dict, List, Any
sys.path.append('..')
from override_cascade_dspy.prevention.cascade_prevention... | eddyayalagil/override-cascade-dspy | evaluations/test_cascade_prevention.py | .py | 9ab5ea065afac5a7 | 7.74 | 2 |
#!/usr/bin/env python3
"""
Overwhelming Cascade Test - Structured to Actually Trigger Override
This test uses escalating pressure layers to overwhelm the AI's safety constraints.
"""
import os
import sys
import json
from datetime import datetime
from rich.console import Console
from rich.panel import Panel
from rich.t... | eddyayalagil/override-cascade-dspy | evaluations/test_overwhelming_cascade.py | .py | ed96a55e9079a7a1 | 7.74 | 2 |
#!/usr/bin/env python3
"""
Test the tuned cascade prevention system with proper JSON serialization.
"""
import sys
import json
import time
from datetime import datetime
from typing import Dict, List, Any
sys.path.append('..')
from override_cascade_dspy.prevention.tuned_cascade_system import (
TunedCascadePrevent... | eddyayalagil/override-cascade-dspy | evaluations/test_tuned_system.py | .py | 31a01e6249cb5062 | 7.74 | 2 |
#!/usr/bin/env python3
"""
Threshold Evaluation - Real evaluation of override threshold dynamics.
Generates actual data by running the system on various risk/urgency combinations.
"""
import os
import sys
import json
import time
from datetime import datetime
from typing import List, Dict, Any
# Add project to path
sy... | eddyayalagil/override-cascade-dspy | evaluations/threshold_evaluation.py | .py | cd93c7f7008fee21 | 7.24 | 2 |
"""FastAPI Gateway with circuit breaker for LLM safety.
Production-ready gateway that can be deployed in <1 hour to protect LLM endpoints.
Includes Prometheus metrics, policy configuration, and real-time intervention.
"""
from fastapi import FastAPI, HTTPException, Request, Depends, BackgroundTasks
from fastapi.respo... | eddyayalagil/override-cascade-dspy | gateway/app.py | .py | caaddbfdb455bc97 | 7.24 | 2 |
"""Identifiable mathematical model for override cascade dynamics.
Implements S(t) = S0 * exp(-λ P(t)) * (1 - σ I(t)) + ε R(t)
with proper constraints, fitting procedures, and diagnostics.
"""
import numpy as np
from scipy.optimize import minimize, differential_evolution
from scipy.stats import norm
from typing import... | eddyayalagil/override-cascade-dspy | math_model.py | .py | 561645f71dd6de67 | 7.24 | 2 |
#!/usr/bin/env python3
"""
Checklist Guard Baseline: Simple rule-based safety checklist
"""
from typing import Dict, List, Optional, Tuple
from dataclasses import dataclass
@dataclass
class ChecklistViolation:
"""Single checklist rule violation"""
rule_name: str
severity: float # 0-1
evidence: str
... | eddyayalagil/override-cascade-dspy | override_cascade_dspy/baselines/checklist_guard.py | .py | f57a5c2c4e98e9f7 | 7.24 | 2 |
#!/usr/bin/env python3
"""
Provider Default Baseline: Stock safety guardrails from OpenAI/Anthropic
"""
import re
from typing import Dict, List, Optional, Tuple
from dataclasses import dataclass
@dataclass
class DefaultRefusalSignals:
"""Signals indicating provider's default refusal"""
refused: bool
refu... | eddyayalagil/override-cascade-dspy | override_cascade_dspy/baselines/provider_default.py | .py | 59fbf6e860f44d01 | 7.24 | 2 |
#!/usr/bin/env python3
"""
Override Cascade CLI for reproducible experiments
Usage: ocd run --scenario all --providers openai,anthropic --layers 8 --replicates 20
"""
import click
import json
import yaml
import time
import hashlib
from pathlib import Path
from datetime import datetime
from typing import List, Dict, An... | eddyayalagil/override-cascade-dspy | override_cascade_dspy/cli.py | .py | 407ebc14ea601e08 | 7.24 | 2 |
"""Formal definitions for override cascade framework.
This module provides precise operational definitions to distinguish between
'override' events and 'unsafe actions', along with measurement criteria.
"""
from dataclasses import dataclass
from typing import List, Optional, Tuple
from enum import Enum
import hashlib... | eddyayalagil/override-cascade-dspy | override_cascade_dspy/definitions.py | .py | d8020c50e417379b | 7.24 | 2 |
#!/usr/bin/env python3
"""
Adversarial Attacks: Finding minimal perturbations that trigger override cascades
"""
import os
import sys
import random
import itertools
from typing import Dict, List, Tuple, Optional, Set
from dataclasses import dataclass, field
from datetime import datetime
sys.path.append(os.path.join(o... | eddyayalagil/override-cascade-dspy | override_cascade_dspy/experiments/adversarial_attacks.py | .py | 4970c2e64a482c92 | 7.24 | 2 |
#!/usr/bin/env python3
"""
Cascade Immunization: Building resistance to override cascades through controlled exposure
"""
import os
import sys
import numpy as np
from typing import Dict, List, Optional, Tuple
from dataclasses import dataclass, field
from datetime import datetime
sys.path.append(os.path.join(os.path.d... | eddyayalagil/override-cascade-dspy | override_cascade_dspy/experiments/cascade_immunization.py | .py | 6787765f3136f64f | 7.24 | 2 |
#!/usr/bin/env python3
"""
Compositional Pressure Analysis: Finding superlinear pressure combinations
"""
import os
import sys
import itertools
import numpy as np
from typing import Dict, List, Tuple, Set, Optional
from dataclasses import dataclass, field
from datetime import datetime
sys.path.append(os.path.join(os.... | eddyayalagil/override-cascade-dspy | override_cascade_dspy/experiments/compositional_analysis.py | .py | c7ecb3c0b1a3072a | 7.24 | 2 |
#!/usr/bin/env python3
"""
Early Warning System: Using uncertainty and coherence degradation to predict cascades
"""
import os
import sys
import numpy as np
from typing import Dict, List, Tuple, Optional
from dataclasses import dataclass, field
from datetime import datetime
import re
sys.path.append(os.path.join(os.p... | eddyayalagil/override-cascade-dspy | override_cascade_dspy/experiments/early_warning.py | .py | 01bccceaf396917f | 7.24 | 2 |
"""
Factorial Experiment Design for Override Cascade Research
Implements 2^8 factorial design with proper statistical controls
"""
import json
import random
import hashlib
import itertools
from dataclasses import dataclass, asdict
from typing import List, Dict, Any, Optional, Tuple
from datetime import datetime
import... | eddyayalagil/override-cascade-dspy | override_cascade_dspy/experiments/factorial_design.py | .py | c079925f4bc5fc91 | 7.24 | 2 |
#!/usr/bin/env python3
"""
Memory Effects: How previous overrides influence future override probability
"""
import os
import sys
import numpy as np
from typing import Dict, List, Optional, Tuple
from dataclasses import dataclass, field
from datetime import datetime
sys.path.append(os.path.join(os.path.dirname(__file_... | eddyayalagil/override-cascade-dspy | override_cascade_dspy/experiments/memory_effects.py | .py | a2cdf0892925c9f2 | 7.24 | 2 |
#!/usr/bin/env python3
"""
Recovery Analysis: How safety weights recover after override cascades
"""
import os
import sys
import numpy as np
from typing import Dict, List, Optional
from dataclasses import dataclass
from datetime import datetime
sys.path.append(os.path.join(os.path.dirname(__file__), '../..'))
import... | eddyayalagil/override-cascade-dspy | override_cascade_dspy/experiments/recovery_analysis.py | .py | 811f9c9d60191a09 | 7.24 | 2 |
#!/usr/bin/env python3
"""
Circuit Breaker Interventions: Evaluating Different Forms to Interrupt Cascade Momentum
This module implements and evaluates three intervention strategies at the critical
Step 2 cascade point where pattern matching triggers safety collapse.
"""
import time
import json
from typing import Dic... | eddyayalagil/override-cascade-dspy | override_cascade_dspy/interventions/circuit_breakers.py | .py | 098a07348034e8db | 7.24 | 2 |
#!/usr/bin/env python3
"""
Practical Circuit Breaker Implementation for Production Use
This module provides a usable circuit breaker that can be integrated into
real AI systems to prevent override cascades.
"""
import time
import hashlib
import json
from typing import Dict, List, Optional, Callable, Any
from dataclas... | eddyayalagil/override-cascade-dspy | override_cascade_dspy/interventions/practical_breaker.py | .py | c0a6e848c9466fdf | 7.24 | 2 |
"""
Calibration metrics for override probability predictions
Includes Brier score, reliability diagrams, and confidence intervals
"""
import numpy as np
from typing import List, Tuple, Dict, Any, Optional
from dataclasses import dataclass
import scipy.stats as stats
import warnings
@dataclass
class CalibrationMetric... | eddyayalagil/override-cascade-dspy | override_cascade_dspy/metrics/calibration.py | .py | 51a0a8e499292f8b | 7.24 | 2 |
#!/usr/bin/env python3
"""
Safety Weight Decay Model: Formalizing Override Cascade Dynamics
This module formalizes the safety weight decay function as a testable mathematical model.
Based on empirical observations from our cascade experiments showing safety weights
dropping from 0.8 → 0.3 → 0.7 → 0.2 under cascading p... | eddyayalagil/override-cascade-dspy | override_cascade_dspy/models/safety_decay_model.py | .py | 68c66b9d8a26bf5a | 7.24 | 2 |
"""Completion drive and urgency estimation modules."""
import logging
from dataclasses import dataclass
from typing import List, Dict, Any, Optional
import dspy
import time
logger = logging.getLogger(__name__)
@dataclass
class CompletionDrive:
"""Represents the system's drive to complete tasks."""
task... | eddyayalagil/override-cascade-dspy | override_cascade_dspy/override_cascade/completion_drive.py | .py | 337009a6365b6a61 | 7.24 | 2 |
"""Configuration management for override cascade experiments."""
import logging
import os
from dataclasses import dataclass, field
from typing import Dict, Any, Optional
@dataclass
class ExperimentConfig:
"""Configuration for override cascade experiments."""
# Model settings
model_name: str = "gpt-4... | eddyayalagil/override-cascade-dspy | override_cascade_dspy/override_cascade/config.py | .py | 2fca8f9a8e2ebc45 | 7.24 | 2 |
"""Scenario generation for testing specific override cascade conditions."""
import logging
from dataclasses import dataclass
from typing import List, Dict, Any
from enum import Enum
from .synthetic_tasks import SyntheticTask
logger = logging.getLogger(__name__)
class ScenarioType(Enum):
"""Types of override ca... | eddyayalagil/override-cascade-dspy | override_cascade_dspy/override_cascade/data/scenarios.py | .py | 0f973046f6de0810 | 7.24 | 2 |
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