text stringlengths 185 73.3k | repo stringlengths 7 100 | path stringlengths 4 146 | language stringclasses 7
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# Copyright 2026 Canonical Ltd.
# See LICENSE file for licensing details.
"""Charm library for the temporal-worker-info Juju relation.
`temporal-worker-info` parallels `temporal-host-info`: the worker charm **provides** the
namespace and task queue it serves so downstream charms know where to run workflows.
* Import... | canonical/maas-site-manager-k8s-operator | lib/charms/temporal_worker_k8s/v0/temporal_worker_info.py | .py | b5901cf37fe83333 | 7.24 | 2 |
"""MAAS Site Manager API client."""
import logging
import requests
logger = logging.getLogger(__name__)
class AuthError(Exception):
"""Failed to authenticate with the API."""
class ApiError(Exception):
"""API client error."""
class SiteManagerClient:
"""Site Manager API client."""
def __init__... | canonical/maas-site-manager-k8s-operator | src/api.py | .py | da96d5950a8bb318 | 7.24 | 2 |
import os
from .solver import solve
import config
def clear_console() -> None:
"""
Clear the console.
:return: None
"""
os.system('cls' if os.name == 'nt' else 'clear')
def prompt_user(
min_letters: int = config.MIN_LENGTH,
max_letters: int = config.DFLT_MAX_LETTERS,
dst_dir: str = c... | arvinduh/anagram_solver | solver/console.py | .py | 8dd23625bea21a26 | 7 | 0 |
import os
import config
def is_anagram(
word: str,
letters: str
) -> bool:
"""
Check if a word is an anagram of the given letters.
:param word: The word to check.
:param letters: The letters to check against.
:return: True if the word is an anagram of the letters, False otherwise... | arvinduh/anagram_solver | solver/solver.py | .py | 313c42bc69b844de | 7 | 0 |
""" Module to access functions for Dijkstra's Algorithm. """
from dsa.heap import PriorityQueue
from dsa.graph import Graph
def dijkstra_tables(graph: Graph, start: str, end: str, debug: bool = False) -> tuple:
"""
Helper function that returns a weight table and a predecessor table using Dijkstra's Algorithm.... | ucxinstructor/dsa_package | src/dsa/dijkstra.py | .py | fded833821fa0e24 | 7.35 | 4 |
""" Module to access functions for a clearer visual representation of certain data structures. """
import math
def heap_print(heap):
"""
Print a heap from root to leaves.
Args:
heap: The heap object to print.
"""
if not heap or heap.count() == 0:
return
_array_print(heap.count... | ucxinstructor/dsa_package | src/dsa/pretty_print.py | .py | a880556d8a201c6a | 7.35 | 4 |
""" Module to access functions for Prim's Algorithm. """
from dsa.graph import Graph
from dsa.heap import PriorityQueue
def prim(graph: Graph, start: str, debug: bool = False) -> tuple:
"""
Helper function that returns a weight table and a predecessor table for Prim's Algorithm.
Args:
graph (Grap... | ucxinstructor/dsa_package | src/dsa/prim.py | .py | 51cfa071c6ec5376 | 7.35 | 4 |
import unittest
from dsa.array import Array, DynamicArray, CircularArray
class TestArray(unittest.TestCase):
def setUp(self):
"""Set up common test objects."""
self.array = Array(capacity=5)
self.array_with_elements = Array([1, 2, 3], capacity=5)
self.dynarray = DynamicArray(capac... | ucxinstructor/dsa_package | tests/test_array.py | .py | dc16c81fae4ee08a | 7.85 | 4 |
import unittest
from dsa.doublylinkedlist import DoublyLinkedList, Node
class TestDoublyLinkedList(unittest.TestCase):
# --- Helper Method ---
def verify_integrity(self, dll):
"""Custom helper to ensure all next/prev links and head/tail are consistent."""
if dll.count == 0:
self.as... | ucxinstructor/dsa_package | tests/test_doublylinkedlist.py | .py | a9495e5ba20d6188 | 7.85 | 4 |
import unittest
from dsa.singlylinkedlist import LinkedList, Node
class TestLinkedList(unittest.TestCase):
# --- Initialization & Conversion ---
def test_initialization(self):
"""Test empty init and manual node linking."""
ll = LinkedList()
self.assertEqual(ll.count, 0)
self.as... | ucxinstructor/dsa_package | tests/test_singlylinkedlist.py | .py | dc895276a881a013 | 7.85 | 4 |
from datasets import load_dataset
# helpful-base サブセットをロード
dataset = load_dataset("Anthropic/hh-rlhf", data_dir="helpful-base")
# または helpful-base / helpful-online なども使えます
# dataset = load_dataset("Anthropic/hh-rlhf", data_dir="helpful-base")
import re
def split_dialogue(text):
"""
"Human: ...\nAssistant: ..... | Shinichi0713/LLM-fundamental-study | RLHF/src/dpo_demo/src/collect_dataset.py | .py | f32448943219da48 | 7.3 | 3 |
# Copyright 2020-2026 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appl... | Shinichi0713/LLM-fundamental-study | RLHF/src/eval_sentiment/trainer.py | .py | 77250f0dd1594148 | 7.3 | 3 |
import torch
import torch.nn as nn
from torch.utils.data import Dataset, DataLoader
from transformers import AutoModelForCausalLM, AutoTokenizer
# ============================
# 1. モデルとトークナイザの準備
# ============================
model_name = "mistralai/Mistral-7B-v0.1" # 例：軽量モデルを想定
model = AutoModelForCausalLM.from_pret... | Shinichi0713/LLM-fundamental-study | RLHF/src/ipo_trial/reference/model.py | .py | 083a761c42b9c972 | 7.3 | 3 |
"""
TROLL目的関数 vs PPOクリップ目的関数 の比較。
論文の主張:
「PPOクリップはクリップ範囲外で勾配を完全に打ち切るが、
TROLLは射影を通して常に微分可能で勾配が流れ続ける」
これを有限差分 (finite difference) で数値的に検証する。
(このマシンにはPyTorchをインストールできない [ネットワーク制限] ため、
NumPyの数値微分でアルゴリズムの性質そのものを検証する。
実運用版の自動微分コードは troll_torch.py を参照。)
"""
import numpy as np
from troll_numpy_core import sparsify, p... | Shinichi0713/LLM-fundamental-study | RLHF/src/troll/troll_loss_compare.py | .py | 01645e829f2d5c93 | 7.3 | 3 |
"""
TROLL (Trust Regions improve Reinforcement Learning for Large Language Models)
のコアアルゴリズムを NumPy で実装した検証用コード。
論文: Becker, Freymuth, Thilges, Otto, Neumann (ICLR 2026, Oral)
https://arxiv.org/abs/2510.03817
公式実装: https://github.com/niklasfreymuth/TROLL
(verl フレームワーク + 依存ライブラリ pbecker93/discrete_trpl ... | Shinichi0713/LLM-fundamental-study | RLHF/src/troll/troll_numpy_core.py | .py | 9f3cc82832fcba54 | 7.3 | 3 |
"""
TROLL (Trust Regions improve Reinforcement Learning for Large Language Models)
の PyTorch (autograd 対応) 実装。
論文: https://arxiv.org/abs/2510.03817 (ICLR 2026, Oral)
公式実装: https://github.com/niklasfreymuth/TROLL
NOTE: このコードは troll_numpy_core.py / troll_loss_compare.py / troll_gradient_sweep.py
で検証したアルゴリズムをそのまま PyTor... | Shinichi0713/LLM-fundamental-study | RLHF/src/troll/troll_torch.py | .py | 77126a48b7fa23aa | 7.3 | 3 |
import torch
import torch.nn as nn
import torch.nn.functional as F
class SimplePPOTrainer:
def __init__(self, model, optimizer, eps_clip=0.2, gamma=0.99):
self.model = model
self.optimizer = optimizer
self.eps_clip = eps_clip # 更新の制限幅
self.gamma = gamma # 割引率（将来の報酬の重視度）
... | Shinichi0713/LLM-fundamental-study | adaptive_learning/RLHF/src/reference/ppo_trainer_simple.py | .py | 13eb30f08fdb09fa | 7.3 | 3 |
import torch
import torch.nn as nn
import torch.nn.functional as F
from typing import Optional, Tuple
class MultiQueryAttention(nn.Module):
"""
Multi-Query Attention (MQA) の実装
- Queryは複数ヘッド、Key/Valueは1ヘッド（全Queryで共有）
"""
def __init__(
self,
embed_dim: int,
num_heads: int,
... | Shinichi0713/LLM-fundamental-study | attention/MQA/mqa_v1.py | .py | 8424232c3ce9a918 | 7.3 | 3 |
import torch
import torch.nn as nn
import torch.nn.functional as F
class GatedSDPA(nn.Module):
def __init__(self, d_model, num_heads):
super().__init__()
self.num_heads = num_heads
self.d_head = d_model // num_heads
# ゲート用の学習パラメータ (W_theta)
# 各ヘッドが独自のゲート値を持てるように、ヘッド... | Shinichi0713/LLM-fundamental-study | attention/gated_attention/src/gated_attention.py | .py | 37cf1e387bf49176 | 7.3 | 3 |
import torch
import torch.nn as nn
import torch.nn.functional as F
import math
class MultiHeadAttention(nn.Module):
"""
シンプルなマルチヘッドself-attention（デコーダ用）
KVキャッシュを保持・更新する
"""
def __init__(self, d_model=512, n_heads=8):
super().__init__()
self.d_model = d_model
self.n_heads = n... | Shinichi0713/LLM-fundamental-study | attention/kv_cache/src/kv_cache_v2.py | .py | b5d8a64d459e8d1b | 7.3 | 3 |
from typing import Any, Dict, Optional
class SimpleKVCache:
"""
単純なキー・バリューキャッシュ（辞書ベース）
"""
def __init__(self) -> None:
self._store: Dict[str, Any] = {}
def put(self, key: str, value: Any) -> None:
"""キーと値を保存"""
self._store[key] = value
def get(self, key: str) -> Optio... | Shinichi0713/LLM-fundamental-study | attention/kv_cache/src/kv_cache_v3.py | .py | 08047f7dd8a9e146 | 7.3 | 3 |
import torch
from typing import Dict, List, Optional, Tuple
class KVCache:
"""
Transformer推論用のKVキャッシュ（PyTorchテンソル版）
- バッチ・シーケンス長・ヘッド数・ヘッド次元に対応
- 各レイヤ・各ヘッドごとにKey/Valueテンソルを保持
- 逐次推論時に過去のKVを蓄積し、自己注意で再利用
"""
def __init__(self) -> None:
# 構造: {layer_idx: {"k": Tensor, "v": Tensor}}
... | Shinichi0713/LLM-fundamental-study | attention/kv_cache/src/kv_cache_v4.py | .py | 58602d6f07027299 | 7.3 | 3 |
import torch
import torch.nn as nn
import torch.nn.functional as F
class MultiHeadAttention(nn.Module):
def __init__(self, d_model, n_heads, max_seq_len=1024):
super().__init__()
self.d_model = d_model
self.n_heads = n_heads
self.head_dim = d_model // n_heads
self.q_proj =... | Shinichi0713/LLM-fundamental-study | attention/kv_cache/src/kv_core.py | .py | 4f23b1dc576cced6 | 7.3 | 3 |
import torch
import torch.nn as nn
import torch.nn.functional as F
from typing import Optional, Tuple
class AdvancedMultiHeadAttention(nn.Module):
"""
高度なKVキャッシュ付きMultiHeadAttention
- バッチ対応のKVキャッシュ
- 因果マスク＋パディングマスク
- スライディングウィンドウ
- 事前割り当て（preallocated cache）
"""
def __init__(
... | Shinichi0713/LLM-fundamental-study | attention/kv_cache/src/model.py | .py | e7f6c5be0a0f41ef | 7.3 | 3 |
import torch
from typing import Optional, Tuple
class SimpleKVCache:
"""
簡単なKVキャッシュ（PyTorchテンソル版）
- バッチ1, ヘッド1, 可変シーケンス長, 固定ヘッド次元
- 過去のKey/Valueを蓄積し、自己注意で再利用
"""
def __init__(self) -> None:
self.k_cache: Optional[torch.Tensor] = None # [1, 1, seq_len, head_dim]
self.v_cache: O... | Shinichi0713/LLM-fundamental-study | attention/kv_cache/src/simples.py | .py | 28c15633dc5771bf | 7.3 | 3 |
import torch
import torch.nn as nn
import torch.nn.functional as F
from einops import rearrange, repeat
class MambaBlock(nn.Module):
def __init__(self, d_model, d_state=16, d_conv=4, expand=2):
super().__init__()
self.d_model = d_model
self.d_state = d_state
self.d_conv = d_conv
... | Shinichi0713/LLM-fundamental-study | attention/mamba_attention/src/reference/mamaba_block.py | .py | d630b4c4497b0a24 | 7.3 | 3 |
import torch
import torch.nn as nn
import matplotlib.pyplot as plt
import numpy as np
from mamba_ssm import Mamba
def mamba_internal_attention_visualization():
"""
Mambaの内部アテンション（selective SSMの選択パターン）を可視化する
"""
# 設定
batch_size = 1
seq_len = 16
d_model = 16
d_state = 16
d_conv = 4
... | Shinichi0713/LLM-fundamental-study | attention/mamba_attention/src/show_attn_v3.py | .py | b1bfff531fc7b23f | 7.3 | 3 |
import os
from .solver import Solver
import config
def clear_console() -> None:
"""
Clear the console.
:return: None
"""
os.system('cls' if os.name == 'nt' else 'clear')
def get_word(word_length: int = config.WORD_LENGTH) -> str:
"""
Prompt the user for word that the user inputted
:r... | arvinduh/wordle_solver | solver/console.py | .py | e38aad9094477a7d | 7 | 0 |
import config
from .word_info import WordInfo, State
from copy import deepcopy
class Solver:
"""
Solves Wordle Puzzles based on Given Information
:var remaining: The remaining words to consider
:var word_info: The WordInfo object containing information about the word
:var words: The words that have... | arvinduh/wordle_solver | solver/solver.py | .py | efb31ad21ca3894c | 7 | 0 |
from enum import Enum
import config
class State(Enum):
"""
Enum for the state of a position in a wordle game
"""
c = 1
i = 2
n = 3
class PositionInfo:
"""
Stores information of a position in a wordle game
:var found: whether the letter has been found
:var correct: the correct... | arvinduh/wordle_solver | solver/word_info.py | .py | 2088ed5475224faa | 7 | 0 |
import sys, re, os, optparse
VALIDATION_ERROR_CODE = 99
OUTPUT_FILE_NAME = "formatted_gene_list.txt"
MAX_ALLOWED_GENES = 1000000
MAX_ID_LENGTH = 80
VALID_DELIM = r"[\s,;]+"
VALID_GENE_ID = r"[a-zA-Z0-9\(\)\.\:_-]*$"
class ValidationException(BaseException):
"""
A validation error.
"""
pass
def execut... | VEuPathDB/vdi-plugin-genelist | lib/python/eupath/GeneListDatasetImporter.py | .py | bff70b01c04c9c65 | 7 | 0 |
"""Console script for openapi2callables."""
import click
import requests
from .parse import get_spec, parse_spec
from .server import app
@click.group()
def cli(): ...
@cli.command()
@click.argument("schema_url")
def parse(schema_url):
"""Parse an OpenAPI schema from a remote URL."""
try:
spec = ge... | andrewbolster/openapi2callables | openapi2callables/cli.py | .py | bb158cddbc801a3b | 7.35 | 4 |
"""Main module."""
from datetime import date, datetime
from enum import Enum
from importlib.metadata import version
from typing import Dict, List, Optional, Union
import uvicorn
from fastapi import Body, Cookie, FastAPI, Header, HTTPException, Path, Query, status
from pydantic import BaseModel, EmailStr, Field
app =... | andrewbolster/openapi2callables | openapi2callables/server.py | .py | 53648dd85becae3c | 7.35 | 4 |
import abc
import json
import logging
import time
from dataclasses import dataclass, field
from typing import Any, Callable, Dict, Set
import requests
@dataclass
class Tool(abc.ABC):
"""
Abstract Base Class for Tool Calling
"""
operationId: str
description: str
parameters: Dict[str, Any] = f... | andrewbolster/openapi2callables | openapi2callables/tools.py | .py | 73ca400902d1c6ea | 7.35 | 4 |
"""Bench for AdvancedTokenizer.tokenize()'s morpheme-length cap fix (2026-07-21 audit round 2, HIGH).
tokenize() used to enumerate EVERY substring of every word with no length cap: O(word_len**2)
substrings, each up to O(word_len) to slice/hash -> O(word_len**3) total per pathological word
(a long URL, a base64/JS blo... | fingoldo/pyutilz | _benchmarks/bench_morpheme_tokenize.py | .py | 780a36829daf146d | 7.24 | 2 |
"""
Performance benchmarks for pandaslib.py optimizations.
Run with: python -m _benchmarks.bench_pandaslib
This verifies that refactored code is actually faster than the original. Standalone,
deliberately-non-pytest script (no `test_` prefix, lives outside `tests/`) alongside
bench_classify_column_types.py / bench_ge... | fingoldo/pyutilz | _benchmarks/bench_pandaslib.py | .py | ace6966fb5516dd7 | 7.24 | 2 |
"""
Automated refactoring script for pyutilz library.
Fixes:
1. Wildcard imports from typing
2. Mutable default arguments
3. Other common anti-patterns
Run with: python scripts/auto_refactor.py
"""
import os
import re
from pathlib import Path
from typing import List, Tuple
# Root directory of pyutilz
PYUTILZ_ROOT =... | fingoldo/pyutilz | scripts/auto_refactor.py | .py | bb769c20f5018561 | 7.24 | 2 |
"""PyUtilz - Comprehensive Python utilities."""
from .version import __version__
import sys
import types
from importlib import import_module
__all__ = ["__version__", "core", "data", "database", "web", "cloud", "text", "system", "dev", "llm"]
# Module aliases for backward compatibility
# NOTE: Don't create aliases ... | fingoldo/pyutilz | src/pyutilz/__init__.py | .py | ec62fd95cce74b0a | 7.24 | 2 |
"""Content-addressable disk cache for repeated heavy computations.
Fits a specific niche: a deterministic transform of (large numpy/pandas inputs, params) whose cost
dominates a single call, invoked repeatedly across hyperparam sweeps / ablations / incremental data
updates where the inputs recur exactly or near-exactl... | fingoldo/pyutilz | src/pyutilz/core/disk_cache.py | .py | 27377fb752d87028 | 7.24 | 2 |
"""Token-counting helpers for OpenAI-family chat models.
Thin wrappers over tiktoken. ``num_tokens_from_string`` delegates single-string
counting to :func:`pyutilz.llm.token_counter.count_tokens` (the canonical,
tiktoken-backed, len//4-fallback implementation) when the requested encoding is
the default cl100k_base, av... | fingoldo/pyutilz | src/pyutilz/core/openai.py | .py | a012edd65a9e80fd | 7.24 | 2 |
"""Centralised sha256-sidecar verification + safe pickle helpers, shared across projects.
Originally built inside mlframe (four separate pickle entry points had converged on the
same sidecar pattern independently -- an attacker who could plant a file in a cache
directory would be deserialised on the next load without ... | fingoldo/pyutilz | src/pyutilz/core/safe_pickle.py | .py | f0972d4cc6bc0ba1 | 7.24 | 2 |
"""A git-tracked gzip backup for a machine-local cache, with auto-restore when the local copy is
missing or empty.
Ported from a downstream project's own LLM-cache durability fix (`autopsia`, 2026-08-13): a
multi-hour paid LLM classification run's verdict cache lived only under ``~/.cache`` with zero
backup anywhere, ... | fingoldo/pyutilz | src/pyutilz/data/git_checkpoint_cache.py | .py | 5a884b86589f25ed | 7.24 | 2 |
"""Dataframe IO helpers: load/read, concat-and-flush, multi-file merging and
pyarrow parquet reads.
Split out of the historical flat ``pyutilz.data.pandaslib`` module; re-exported
from the package ``__init__`` to preserve the public import surface.
"""
from ._common import (
gc,
os,
pd,
glob,
join... | fingoldo/pyutilz | src/pyutilz/data/pandaslib/io_ops.py | .py | d85af1d0d5a0ebac | 7.24 | 2 |
"""Helpers for safely reading/writing Delta Lake tables, including local-path detection and file-locked writes."""
import os
import tempfile
import hashlib
import logging
from typing import Any
from urllib.parse import urlparse
FileLock: Any
Timeout: Any
try:
from filelock import FileLock, Timeout # type: ignore... | fingoldo/pyutilz | src/pyutilz/database/deltalakes.py | .py | a381a23c89920a2b | 7.24 | 2 |
"""Typed exceptions for the database domain, mirroring pyutilz.llm.exceptions's pattern.
Lets callers discriminate error conditions via ``except SpecificError`` instead of string-matching
a generic ``RuntimeError``/``ValueError`` message (which breaks silently the moment the message
wording changes). Not a full hierar... | fingoldo/pyutilz | src/pyutilz/database/exceptions.py | .py | 0b45813619201c0f | 7.24 | 2 |
"""Thread-safe psycopg2 connection pool with retry, staleness-tolerant health-checking, and
context-manager helpers.
Complements ``pyutilz.database.db`` (a single global connection, retried on connect) with a real
``psycopg2.pool.ThreadedConnectionPool`` -- ``ThreadedConnectionPool`` is thread-safe internally,
so conc... | fingoldo/pyutilz | src/pyutilz/database/psycopg2_pool.py | .py | b3fb593988c5c2c2 | 7.24 | 2 |
"""Aggregate FAILED/ERROR lines and pytest warning summaries across every job of a GitHub Actions
run, so a 66-shard matrix can be triaged from one consolidated report instead of opening each job's
log by hand.
Shells out to the ``gh`` CLI (reuses the caller's existing auth) rather than talking to the GitHub
API direc... | fingoldo/pyutilz | src/pyutilz/dev/ci_log_analyzer.py | .py | dd4cfcadb6a3f678 | 7.24 | 2 |
"""(internal) part of pyutilz.dev.code_audit; see package __init__ for docs."""
from __future__ import annotations
import ast
from pathlib import Path
from ._base import Finding, _DEFAULT_EXCLUDE_DIRS, _iter_py_files, _line_text, _safe_parse
def _is_data_sweep(node: ast.expr) -> bool:
"""Whether the loop itera... | fingoldo/pyutilz | src/pyutilz/dev/code_audit/assert_in_loop.py | .py | 48ed4302b1da063d | 7.24 | 2 |
"""(internal) part of pyutilz.dev.code_audit; see package __init__ for docs."""
from __future__ import annotations
import ast
from pathlib import Path
from ._base import Finding, _DEFAULT_EXCLUDE_DIRS, _iter_py_files, _safe_parse, _line_text
# Context-manager call names that guard a multi-statement/server-side-curso... | fingoldo/pyutilz | src/pyutilz/dev/code_audit/asymmetric_resource_guard.py | .py | 4bf24ff798f06a7f | 7.24 | 2 |
"""(internal) part of pyutilz.dev.code_audit; see package __init__ for docs."""
from __future__ import annotations
import ast
from pathlib import Path
from ._base import Finding, _DEFAULT_EXCLUDE_DIRS, _iter_py_files, _safe_parse, _line_text
# asyncio coordination primitives whose whole purpose is being SHARED acros... | fingoldo/pyutilz | src/pyutilz/dev/code_audit/async_primitive_reinit.py | .py | 4054e5a32a86849c | 7.24 | 2 |
"""(internal) part of pyutilz.dev.code_audit; see package __init__ for docs."""
from __future__ import annotations
import ast
from pathlib import Path
from ._base import Finding, _DEFAULT_EXCLUDE_DIRS, _iter_py_files, _safe_parse, _line_text
# --- bare `except:` / `except BaseException:` ----------------------------... | fingoldo/pyutilz | src/pyutilz/dev/code_audit/bare_except.py | .py | c31590c046a4a0e0 | 7.24 | 2 |
"""Configure reviewed Claude Code preferences and native plugins."""
import json
import shlex
from pathlib import Path
from typing import NotRequired, TypedDict, cast
from pydantic import BaseModel, ConfigDict, Field, ValidationError
from ballen_config.assistants.desired_state import PluginCatalogProjection
from bal... | blallen/ballen-config | src/ballen_config/assistants/claude.py | .py | 641638859a2b76c8 | 7.15 | 1 |
"""Configure portable Codex settings, instructions, and native plugins."""
import json
import tomllib
from pathlib import Path
from typing import TypedDict, cast
import tomlkit
from pydantic import BaseModel, ConfigDict, ValidationError
from ballen_config.assistants.desired_state import PluginCatalogProjection
from ... | blallen/ballen-config | src/ballen_config/assistants/codex.py | .py | 60d950afb11a2018 | 7.15 | 1 |
"""Manage reviewed Cursor settings and curated extensions."""
import json
from pathlib import Path
from typing import TypedDict, cast
from pydantic import BaseModel, ConfigDict
from ballen_config.assistants.cursor_mcp import is_approved_atlassian_mcp
from ballen_config.assistants.json import StrictJsonError, strict_... | blallen/ballen-config | src/ballen_config/assistants/cursor.py | .py | 5c8ecfe6efddfdc4 | 7.15 | 1 |
"""Validate the single approved Cursor Atlassian MCP workaround."""
import json
from pathlib import PurePath
from typing import Final, Literal, TypedDict
from ballen_config.assistants.json import StrictJsonError, strict_json_loads
class AtlassianMcpServer(TypedDict):
"""Exact fields for the OAuth-backed Atlassi... | blallen/ballen-config | src/ballen_config/assistants/cursor_mcp.py | .py | d2d1fa30b10f3ab6 | 7.15 | 1 |
"""Plan safe, native Cursor marketplace and reviewed local plugins."""
import os
import stat
from pathlib import Path, PurePosixPath
from typing import Final
from pydantic import BaseModel, ConfigDict, Field, ValidationError
from ballen_config.assistants.json import StrictJsonError, strict_json_loads
from ballen_con... | blallen/ballen-config | src/ballen_config/assistants/cursor_plugins.py | .py | 51e7bd7f3b9c6375 | 7.15 | 1 |
"""Project shared assistant declarations into one native target's state."""
from dataclasses import dataclass
from pathlib import Path
from typing import Final
import yaml
from pydantic import ValidationError
from ballen_config.assistants.cursor_plugins import (
ValidatedCursorLocalPlugin,
validate_cursor_lo... | blallen/ballen-config | src/ballen_config/assistants/desired_state.py | .py | 132ffc6700fa1ab4 | 7.15 | 1 |
"""Translate one reviewed RTK hook into agent-native registrations."""
import json
import shlex
from pathlib import Path
from typing import Literal, TypedDict
from ballen_config.assistants.json import strict_json_loads
from ballen_config.configure import (
ApplyMethod,
ConfigurationContribution,
ManagedFi... | blallen/ballen-config | src/ballen_config/assistants/hooks.py | .py | 4c27bccd80b81380 | 7.15 | 1 |
"""Load and resolve reviewed coding-agent inventory declarations."""
from collections.abc import Mapping
from dataclasses import dataclass
from pathlib import Path, PurePosixPath
from types import MappingProxyType
from typing import Final
import yaml
from ballen_config.assistants.models import (
AgentName,
A... | blallen/ballen-config | src/ballen_config/assistants/inventory.py | .py | a241cfe915ac1360 | 7.15 | 1 |
"""Strict JSON decoding for reviewed and native agent data."""
import json
from typing import Never
type JsonObject = dict[str, object]
class StrictJsonError(ValueError):
"""JSON uses an ambiguous or non-standard construct."""
def _unique_object(pairs: list[tuple[str, object]]) -> JsonObject:
result: Json... | blallen/ballen-config | src/ballen_config/assistants/json.py | .py | 1e4cf55a519010d6 | 7.15 | 1 |
"""Strict models for portable coding-agent inventory declarations."""
import re
from enum import StrEnum
from pathlib import PurePosixPath
from typing import Annotated, Final, Literal, Self
from pydantic import AfterValidator, BaseModel, ConfigDict, Field, model_validator
class AgentName(StrEnum):
"""Coding age... | blallen/ballen-config | src/ballen_config/assistants/models.py | .py | 0bfde7228ae8c101 | 7.15 | 1 |
"""Compose native coding-agent adapters from one desired-state preflight."""
from dataclasses import replace
from typing import Literal
from ballen_config.assistants.checks import assistant_checks
from ballen_config.assistants.claude import (
ClaudePluginInspectionError,
claude_configuration,
plan_claude_... | blallen/ballen-config | src/ballen_config/assistants/orchestrator.py | .py | 58818db5728a8b00 | 7.15 | 1 |
"""Normalized, non-mutating bootstrap readiness checks."""
import os
import stat
from collections.abc import Callable, Sequence
from enum import StrEnum
from pathlib import Path
from pydantic import BaseModel, ConfigDict, field_validator
from ballen_config.configure import ConfigurationEngine, ManagedSpec
from balle... | blallen/ballen-config | src/ballen_config/doctor.py | .py | 9f245e0ba6d56140 | 7.15 | 1 |
from pathlib import Path
from typing import Any, Self
import yaml
from ballen_config.models import (
Component,
ComponentFile,
Profile,
ResolutionRequest,
ResolvedSetup,
)
def _yaml(path: Path) -> Any:
"""Load one YAML document at the external data boundary."""
with path.open(encoding="u... | blallen/ballen-config | src/ballen_config/manifests.py | .py | 4d122fdcddfa2e67 | 7.15 | 1 |
from enum import StrEnum
from pathlib import Path
from typing import Self
from pydantic import BaseModel, ConfigDict, Field, model_validator
class Manager(StrEnum):
"""Supported installation mechanisms."""
BREW_FORMULA = "brew_formula"
BREW_CASK = "brew_cask"
GIT = "git"
UV_TOOL = "uv_tool"
cl... | blallen/ballen-config | src/ballen_config/models.py | .py | 1fc04c3de57f3e1f | 7.15 | 1 |
"""Filesystem containment and symlink-safety helpers."""
import os
import stat
from pathlib import Path
def assert_contained(path: Path, root: Path) -> Path:
"""Return an absolute lexical path only when it is beneath ``root``."""
normalized_root = root.resolve()
normalized_path = Path(os.path.abspath(pat... | blallen/ballen-config | src/ballen_config/paths.py | .py | 40cb0d3ff711b4d4 | 7.15 | 1 |
from collections.abc import Sequence
from enum import StrEnum
from pathlib import Path
from typing import Literal, Protocol
from pydantic import BaseModel, ConfigDict
from ballen_config.manifests import ManifestRepository
from ballen_config.models import ResolutionRequest, ResolvedSetup
class ComponentState(StrEnum... | blallen/ballen-config | src/ballen_config/planning.py | .py | 2800f2f41fa6b113 | 7.15 | 1 |
"""Enforce security and portability policy across the tracked repository tree."""
import os
import re
import stat
import subprocess
from collections.abc import Sequence
from pathlib import Path, PurePath
from typing import Final
import yaml
from pydantic import BaseModel, ConfigDict, ValidationError
from yaml import ... | blallen/ballen-config | src/ballen_config/policy.py | .py | ecf81799021c8430 | 7.15 | 1 |
"""Shared predicates and presence rules over native command output.
These helpers isolate assumptions about the output format of external tools
so that a format change only needs updating in one place, and so that the
match rule cannot silently drift between the install, doctor, and CLI
dispatch sites that all need it... | blallen/ballen-config | src/ballen_config/probes.py | .py | 2b3433a4a7a427a3 | 7.15 | 1 |
import subprocess
from collections.abc import Sequence
from typing import Protocol, TypedDict
class CommandResult(TypedDict):
"""Captured subprocess result."""
returncode: int
stdout: str
stderr: str
class Runner(Protocol):
"""Subprocess boundary used by installers and diagnostics."""
def ... | blallen/ballen-config | src/ballen_config/runner.py | .py | 45022fb5312ea533 | 7.15 | 1 |
from pathlib import Path
from typing import Self
from pydantic import BaseModel, ConfigDict
class RuntimePaths(BaseModel):
"""Approved roots injected into every filesystem operation."""
model_config = ConfigDict(frozen=True)
repo_root: Path
home: Path
state_root: Path
backup_root: Path
... | blallen/ballen-config | src/ballen_config/runtime.py | .py | 4fb09692a8095c08 | 7.15 | 1 |
"""Private, versioned state for bootstrap ownership and outcomes."""
import errno
import fcntl
import os
import stat
import tempfile
import threading
from collections.abc import Iterator
from contextlib import contextmanager
from pathlib import Path
from typing import Literal
from pydantic import BaseModel, ConfigDic... | blallen/ballen-config | src/ballen_config/state.py | .py | 4809ab3f95518271 | 7.15 | 1 |
"""Fixtures for coding-agent portability tests."""
import shutil
from collections.abc import Callable, Iterator
from dataclasses import dataclass
from pathlib import Path
import pytest
import yaml
from ballen_config.assistants.desired_state import (
PluginCatalogProjection,
project_plugin_catalog,
)
from bal... | blallen/ballen-config | tests/assistants/conftest.py | .py | 264c9aa533c346d3 | 7.65 | 1 |
"""Stateful external-boundary fakes for coding-agent tests."""
import json
from collections.abc import Sequence
from pathlib import Path
from typing import cast
from ballen_config.runner import CommandResult
class StatefulAssistantFake:
"""Stateful runner and downloader for assistant integration tests."""
... | blallen/ballen-config | tests/assistants/fakes.py | .py | c686ec471a350db4 | 7.65 | 1 |
"""Tests for canonical shared coding-agent instructions."""
from pathlib import Path
import pytest
from ballen_config.assistants.instructions import render_native_instructions
from ballen_config.assistants.inventory import load_inventory
from ballen_config.assistants.models import (
CatalogResource,
FileReso... | blallen/ballen-config | tests/assistants/test_instructions.py | .py | ee2799be927c2dae | 7.65 | 1 |
"""Tests for passive repository-rule starter templates."""
import re
from pathlib import Path
ENTRY_FILES = {
"README.md",
"AGENTS.md",
"CLAUDE.md",
}
ROUTE = (
"If `docs/engineering-standards/` exists, read the applicable topic "
"documents before relevant implementation or review work."
)
TOPICS... | blallen/ballen-config | tests/assistants/test_repository_rules.py | .py | 3db2e8432737020a | 7.65 | 1 |
import re
import logging
import time
import json
import os
import base64
from typing import Optional, Dict
from fastapi import APIRouter, HTTPException, Query
from fastapi.responses import RedirectResponse
from aiohttp import ClientSession
from playwright.async_api import async_playwright
router = APIRouter()
logger =... | franlerma/localstreams | app/handlers/globalmest.py | .py | 1387a4de1ca92fc9 | 7.15 | 1 |
"""
Persistente Vergabe von eindeutigen Eltern-IDs.
Schild liefert pro Erzieher keine schul-/personeneindeutige ID — bei Geschwister-
Konstellationen hat dasselbe Elternteil bei jedem Kind einen separaten Datensatz.
WebUntis kann (optional) eine schulweit eindeutige Eltern-ID als Matching-Key
auswerten, damit derselbe... | CmoneBK/Schild-WebUntis-Tool | Schild_WebUntis_Tool/eltern_id_manager.py | .py | 92bfff9e14077b9f | 7.15 | 1 |
"""
Foto-Verwaltung: Schüler-Fotos aus Schild (benannt nach Interner ID) verwalten.
- Fotos liegen im konfigurierten foto_directory, Dateiname = Interne ID (z.B. 12345.jpg)
- Anzeige einzelner Fotos (Dashboard)
- ZIP-Export für WebUntis (Auswahl nach Schild-Status)
- Verwaiste Fotos (Schüler nicht mehr im Import) in e... | CmoneBK/Schild-WebUntis-Tool | Schild_WebUntis_Tool/foto_manager.py | .py | d55d62e6a6135ee7 | 7.15 | 1 |
"""Kleiner Helfer fuer at-rest verschluesselte Geheimnisse in settings.ini.
Aktuell wird das nur fuer das Passwort der verschluesselten Sonderpaedagogen-
Arbeitsdatei (Nachteilsausgleich) genutzt. Die Idee ist bewusst minimal:
* Windows: Per DPAPI (CryptProtectData) — gebunden an den aktuellen Windows-
Benutzer, ke... | CmoneBK/Schild-WebUntis-Tool | Schild_WebUntis_Tool/secret_store.py | .py | 094614e5f06e4eb7 | 7.15 | 1 |
import os
import configparser
def safe_read_config(config_obj, filename):
"""
Versucht eine Konfigurationsdatei mit utf-8-sig zu laden,
fällt bei Fehlern auf latin-1 zurück.
"""
if not os.path.exists(filename):
return False
# Erst mit utf-8-sig versuchen
try:
with open... | CmoneBK/Schild-WebUntis-Tool | Schild_WebUntis_Tool/utils.py | .py | d7d514bbc3341279 | 7.15 | 1 |
"""Lesen/Schreiben verschluesselter (passwortgeschuetzter) xlsx-Dateien.
Wird fuer die Sonderpaedagogen-Arbeitsdatei (Nachteilsausgleich) genutzt: die
Datei liegt typischerweise auf einem Netzlaufwerk, auf das mehrere Personen
Zugriff haben. Excel-Passwortschutz haelt zusaetzliche Augen draussen, ohne
dass es eine zen... | CmoneBK/Schild-WebUntis-Tool | Schild_WebUntis_Tool/xlsx_crypto.py | .py | 056e80f58cb2c948 | 7.15 | 1 |
import argparse
import logging
import subprocess
import time
from datetime import datetime
from pathlib import Path
import cv2
from pystory.capture import take_screenshot, take_webcam_picture, detect_face
from pystory.config import Config
from pystory.obsbot import disable_tracking, enable_tracking
from pystory.prese... | asetapen/pystory | src/pystory/main.py | .py | 0f5bb9f7d66b6a94 | 7 | 0 |
import logging
import subprocess
from pystory.config import Config
log = logging.getLogger("pystory.obsbot")
# obsbot-cli's interactive mode (-i) reads commands from stdin, one per line.
# 'i' prompts for an AI mode number on a second line; 'I' disables AI mode
# outright. See obsbot-camera-control's src/cli/meet2_t... | asetapen/pystory | src/pystory/obsbot.py | .py | 4fb1db4e92c9120b | 7 | 0 |
from dataclasses import dataclass, field
@dataclass
class PresenceTracker:
"""Debounces face-recognition results across ticks.
A single bad frame (glare, brief look-away, misfire) shouldn't flip the
lock state. Require `confirm_ticks` consecutive same-direction results
before reporting a decision.
... | asetapen/pystory | src/pystory/presence.py | .py | 30b8c740e72dc550 | 7 | 0 |
import json
import logging
from pathlib import Path
import face_recognition
import numpy as np
from pystory.config import Config
log = logging.getLogger("pystory.recognition")
ENCODINGS_FILE = "face_encodings.json"
def encodings_path(config: Config) -> Path:
return config.storage_dir / ENCODINGS_FILE
def lo... | asetapen/pystory | src/pystory/recognition.py | .py | d428a75f2765f72e | 7 | 0 |
from pathlib import Path
from pystory.config import Config
def get_storage_size_mb(config: Config) -> float:
total = sum(f.stat().st_size for f in config.storage_dir.glob("*.jpg") if f.is_file())
return total / (1024 * 1024)
def prune_old_files(config: Config) -> int:
"""Delete oldest files until stora... | asetapen/pystory | src/pystory/storage.py | .py | 1c1b40fba1fc7274 | 7 | 0 |
"""The camera-failure flags must reach Config, not just parse.
`parse_args` builds a Config from argparse results by hand, one `if` per flag,
so a flag can be declared and documented while never touching the field it
names. That failure mode is invisible from the CLI: the flag is accepted, the
help text lists it, and ... | asetapen/pystory | tests/test_main_args.py | .py | 38b4ac017d6ccedf | 7.5 | 0 |
"""Numeric CLI flags must not silently swallow a value (issue st-dqfz5j).
Four numeric flags were gated with `if args.x:`, a TRUTHINESS test, so `0` took
the same branch as omitting the flag entirely and the hardcoded default was
applied instead. The flag was accepted, `--help` listed it, nothing was logged,
and the o... | asetapen/pystory | tests/test_main_args_zero.py | .py | c46e3a15cf554c30 | 7.5 | 0 |
"""`--interval 0` must not park the debug UI forever (issue st-dqfz5j).
`cv2.waitKey`'s documented contract is that a delay <= 0 waits INFINITELY, so
`main()`'s debug-UI branch passing `interval_seconds * 1000` straight through
means `--interval 0` says "as fast as possible" on the `time.sleep` path and
"wait until a ... | asetapen/pystory | tests/test_main_debug_ui_interval.py | .py | 8935680d67955258 | 7.5 | 0 |
"""`--output` must not be silently dropped on the default `--type both` (issue
st-8gpxr8, D2), and `--fps` must not reach 0 (D1's other trigger).
`main.py` line 73 read `if args.output and args.type != "both"`, and `--type`
defaults to `"both"`, so `pystory-timelapse --output x.mp4` -- the plainest
possible use of the... | asetapen/pystory | tests/test_timelapse_args.py | .py | 81683ea5be1f3d43 | 7.5 | 0 |
import functools
from clld import RESOURCES, Resource
from clld.interfaces import IDomainElement, ILanguage, IMapMarker, IValue, IValueSet
from clld.web.adapters import register_resource_adapters
from clld.web.app import menu_item
from clld.web.icon import PREFERED_COLORS, SECONDARY_COLORS, SHAPES, MapMarker
from clld... | fijigis/fijian100wl | fijian100wl/fijian100wl/__init__.py | .py | d3877184207adb73 | 7 | 0 |
from clld.web.datatables.base import Col, DataTable, IntegerIdCol, LinkCol, LinkToMapCol
from clld.web.util.helpers import map_marker_img
from clld.web.util.htmllib import HTML
from sqlalchemy.orm import joinedload
from fijian100wl import models
class VillageCol(LinkCol):
def format(self, item):
return H... | fijigis/fijian100wl | fijian100wl/fijian100wl/datatables.py | .py | b1cae6a218b25304 | 7 | 0 |
from __future__ import annotations
import time
from redis import Redis
from .exceptions import FsaRateLimitedError
class RedisRateLimiter:
"""Global leaky-bucket pacing shared across processes via Redis.
Every caller atomically reserves the next free slot spaced `interval_ms` apart
from the previous o... | pychik/Markineris2.0.r | app/fsa/rate_limiter.py | .py | ae18a2a2514e9c17 | 7 | 0 |
"""Exchange Basic-packet ping/pong messages between two SPIRIT1 devices.
Run this on two hosts with matching radio settings and swapped addresses::
python examples/ping_pong.py ping --local-address 1 --peer-address 2
python examples/ping_pong.py pong --local-address 2 --peer-address 1
Basic packets carry onl... | zathras777/py-spirit1 | examples/ping_pong.py | .py | e4174c00eaa1d4cd | 7.15 | 1 |
"""SPIRIT1 basic-packet configuration, decoding, and streaming."""
from __future__ import annotations
import time
from collections.abc import AsyncIterator
from dataclasses import dataclass, field
from .device import Spirit1Device
from .enums import CrcMode
from .irq import IRQ, SpiritIrq
from .packet_config import ... | zathras777/py-spirit1 | src/spirit1/basic_packet.py | .py | 9c12c6c31627c29c | 7.15 | 1 |
from __future__ import annotations
import logging
import time
from typing import AnyStr, Union
from .enums import Spirit1Commands, Spirit1State
from .gpio import ShutdownPin
from .registers import Spirit1Registers
from .spi import SpiDevice
from .status import Spirit1Status
logger = logging.getLogger(__name__)
# Ke... | zathras777/py-spirit1 | src/spirit1/device.py | .py | 757e0af4205c6650 | 7.15 | 1 |
"""Human-readable and structured representations of received packets."""
from typing import Any
from .basic_packet import BasicPacketMessage
def basic_packet_to_dict(message: BasicPacketMessage) -> dict[str, Any]:
"""Return a JSON-friendly representation of a basic packet message."""
return {
"desti... | zathras777/py-spirit1 | src/spirit1/formatting.py | .py | b077a88a1943e810 | 7.15 | 1 |
from __future__ import annotations
from enum import IntEnum
class FrequencyBand(IntEnum):
HIGH_BAND = 0x00 # High_Band selected: from 779 MHz to 915 MHz
MIDDLE_BAND = 0x01 # Middle Band selected: from 387 MHz to 470 MHz
LOW_BAND = 0x02 # Low Band selected: from 300 MHz to 348 MHz
VERY_LOW_BAND = 0... | zathras777/py-spirit1 | src/spirit1/frequency.py | .py | a77d0141f6a9bb58 | 7.15 | 1 |
"""Optional GPIO adapters for hardware signals outside the SPI bus."""
from __future__ import annotations
from typing import Protocol
class ShutdownPin(Protocol):
"""Active-high SPIRIT1 SDN control pin."""
def get_value(self) -> bool | None:
"""Return ``True`` when SDN is high and the radio is shut... | zathras777/py-spirit1 | src/spirit1/gpio.py | .py | 3da7abfbcc98149d | 7.15 | 1 |
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