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# Copyright 2024-2026 Lager Data # SPDX-License-Identifier: Apache-2.0 import secrets from cryptography.hazmat.primitives import hashes DH_P = "0xcf5cf5c38419a724957ff5dd323b9c45c3cdd261eb740f69aa94b8bb1a5c9640" + \ "9153bd76b24222d03274e4725a5406092e9e82e9135c643cae98132b0d95f7d6" + \ "5347c68afc1e677da90e5...
lagerdata/lager
box/lager/blufi/security/crypto.py
.py
4e787265f7660edb
7.42
6
# Copyright 2024-2026 Lager Data # SPDX-License-Identifier: Apache-2.0 import asyncio import contextlib import os import platform # Special Event class to use Events with an event loop in another thread # https://stackoverflow.com/questions/33000200/asyncio-wait-for-event-from-other-thread class Event_ts(asyncio.Even...
lagerdata/lager
box/lager/blufi/utils.py
.py
d6d3c5c417c011e2
7.42
6
#!/usr/bin/env python3 # Copyright 2024-2026 Lager Data # SPDX-License-Identifier: Apache-2.0 """ Render cargo_packages from box_config.json to /etc/lager/cargo_packages.txt. Invoked by start_box.sh before the docker run so the post-run `cargo install` step has the latest list. One spec per line, comments allowed. So...
lagerdata/lager
box/lager/box_config/render_cargo_packages.py
.py
125d08ee66bcc12a
7.42
6
#!/usr/bin/env python3 # Copyright 2024-2026 Lager Data # SPDX-License-Identifier: Apache-2.0 """ Renderer for /etc/lager/box_config.json -> sourceable bash arg file. Writes a single file declaring three bash arrays that start_box.sh sources and expands as docker-run arguments: BOX_CONFIG_MOUNTS -v flags (m...
lagerdata/lager
box/lager/box_config/render_docker_args.py
.py
a3e17ab145c5bf5e
7.42
6
#!/usr/bin/env python3 # Copyright 2024-2026 Lager Data # SPDX-License-Identifier: Apache-2.0 """ Render npm_packages from box_config.json to /etc/lager/npm_packages.txt. Invoked by start_box.sh before the docker run so the in-container `npm install -g` step has the latest list. One spec per line, comments allowed. S...
lagerdata/lager
box/lager/box_config/render_npm_packages.py
.py
63fe225e5fb6976d
7.42
6
#!/usr/bin/env python3 # Copyright 2024-2026 Lager Data # SPDX-License-Identifier: Apache-2.0 """ Render pip_packages from box_config.json to /etc/lager/user_requirements.txt. Invoked by start_box.sh before the docker run so the in-container `pip install -r` step has the latest list. Soft-fails on missing config or e...
lagerdata/lager
box/lager/box_config/render_pip_requirements.py
.py
164abfc90604b3e5
7.42
6
# Copyright 2024-2026 Lager Data # SPDX-License-Identifier: Apache-2.0 """ Interactive breakpoints for ``lager python`` scripts. ``lager.pause('label')`` blocks a running script at the call site so a user can poke at the hardware with ad-hoc ``lager`` CLI commands from another terminal (a paused script holds no box-w...
lagerdata/lager
box/lager/breakpoint.py
.py
11f8737ad8d753c9
7.42
6
# Copyright 2024-2026 Lager Data # SPDX-License-Identifier: Apache-2.0 """Caching layer for saved nets with file modification detection.""" from __future__ import annotations import json import os import threading from typing import Any, Dict, List, Optional class NetsCache: """ Thread-safe singleton cache ...
lagerdata/lager
box/lager/cache.py
.py
9fea4439e3ee92f8
7.42
6
# Copyright 2024-2026 Lager Data # SPDX-License-Identifier: Apache-2.0 import os import sys import pickle import enum import traceback import itertools import shutil import re import json import yaml from lager.log import log from lager.exceptions import ( LagerDeviceConnectionError, LagerDeviceNotSupportedEr...
lagerdata/lager
box/lager/core.py
.py
9fd87719ef5e289e
7.42
6
# Copyright 2024-2026 Lager Data # SPDX-License-Identifier: Apache-2.0 """ hardware_service adapter for DAC nets (create_device factory). See ``adc_hs`` for why this is a role-unique top-level module. Thin shim over the DAC dispatcher's cached driver; hardware_service serializes every call under the net's shared ``de...
lagerdata/lager
box/lager/dac_hs.py
.py
a5217039179bfb2c
7.42
6
"""Tool-surface construction for the tool-selection class. The point of this module is the **surface tier**. Asking "can the model pick the right tool" against one fixed catalog produces a single number that hides the thing worth knowing: a 134-tool server is harder to aim than an 8-tool server, and how much harder is...
pete-builds/mcp-unifi
evals/catalog.py
.py
36aad83c331e2d94
7.66
20
"""Class 3: audit fidelity. The question: does the audit record match what actually happened against the stub controller? This is not a test that the audit log *works*. It is a test that the log is **true**. Two failures motivate the class, and neither one shows up in a response-body assertion: * A tool succeeds and...
pete-builds/mcp-unifi
evals/classes/audit_fidelity.py
.py
a4d9c06abac4393d
7.66
20
"""Class 2: adversarial refusal. The question: with ``MCP_UNIFI_READONLY=true``, does the server actually refuse a mutation when something is trying to talk its way past the gate, and does the refusal land in the audit log with the right ``denied_by`` value? A refusal is only scored as a pass when all four of these h...
pete-builds/mcp-unifi
evals/classes/refusal.py
.py
db4a9dcf89feb864
7.66
20
"""Stub-backed server harness shared by every eval class. One context manager builds a fully-registered server (network + protect + access), pins the audit log at a temporary JSONL file so records can be read back and asserted on, and hands out an in-process MCP client. Why an in-process ``fastmcp.Client`` rather tha...
pete-builds/mcp-unifi
evals/harness.py
.py
4fa798ed034ec343
7.66
20
"""Model access for the classes that need a model, and graceful absence for the rest. Configuration is entirely by environment variable. Nothing here reads a credential from a file in the repo, and no code path prints or logs a key: the only thing ever written to a scoreboard or the console is ``target.label``, which ...
pete-builds/mcp-unifi
evals/model.py
.py
5d94a2466cbeeacb
7.66
20
"""Scoreboard shapes, persistence, and baseline comparison. A scoreboard is a JSON document written with sorted keys and two-space indent so ``git diff`` between two runs reads as a list of behaviour changes rather than as a reformat. Everything nondeterministic that is not itself a result (wall-clock latency, request...
pete-builds/mcp-unifi
evals/scoring.py
.py
fc63dd8dccae2a47
7.66
20
"""Compare pre.json and post.json tool schemas. Allowed changes per tool: 1. The ``controller: str = "default"`` parameter on every tool (Step 3). 2. The ``dry_run: bool = False`` parameter on destructive tools only (Step 4). Read-only tools (lists, ``get_*``, observability) MUST NOT carry it. Net-new tools intro...
pete-builds/mcp-unifi
scripts/compare_schemas.py
.py
39768095fc68418c
7.66
20
"""Dump every MCP tool's name + description + input schema to JSON. Used by the Step 3 schema-diff verification: snapshot the tool surface pre-refactor and post-refactor, then diff. The only allowed change per tool is the addition of the new ``controller`` parameter (default ``"default"``). Usage: python scripts/...
pete-builds/mcp-unifi
scripts/dump_tool_schemas.py
.py
9c277d7a8b536d2e
7.66
20
"""Shared HTTP retry policy for the UniFi service clients. Two transient-failure retries are layered here, both intentionally narrow: 1. **Connection blips** (``ConnectError`` / ``RemoteProtocolError``) are retried exactly once, preserving the original single-retry behaviour of every client. 2. **5xx responses on...
pete-builds/mcp-unifi
src/mcp_unifi/clients/retry.py
.py
54cb212c412a565c
7.66
20
"""Shared shaping helpers for the read-only stats & insights surface (Wave C). Both :class:`mcp_unifi.backends.RealBackend` and :class:`mcp_unifi.backends.StubBackend` route their stats methods through these pure functions so the two backends return byte-identical shapes. Tools never branch on stub vs real, and the LL...
pete-builds/mcp-unifi
src/mcp_unifi/clients/stats_shape.py
.py
817f2403fc398b02
7.66
20
"""Health check used by the Docker HEALTHCHECK directive. Hits the dedicated ``/health`` endpoint exposed by ``build_server``. The endpoint returns 200 with a small JSON body (``{"status": "ok", "version": ...}``) and is intentionally separate from ``/mcp`` so the streamable-http MCP transport doesn't log noise on eve...
pete-builds/mcp-unifi
src/mcp_unifi/healthcheck.py
.py
43d7a508bee936de
7.66
20
"""Structured logging configuration for mcp-unifi. In production we emit JSON via stdlib ``logging`` with a custom formatter so log aggregators (Loki, Datadog, anything that ingests JSON lines) can parse each record without regex hacks. ``log_format=text`` falls back to a plain human-readable format for local developm...
pete-builds/mcp-unifi
src/mcp_unifi/logging_setup.py
.py
aa1159d2642cc12c
7.66
20
"""Shared helpers for the network module's per-resource files.""" from __future__ import annotations import json from collections.abc import Callable from typing import TYPE_CHECKING from mcp_unifi.config import Settings if TYPE_CHECKING: from mcp_unifi.backends import Backend from mcp_unifi.models import U...
pete-builds/mcp-unifi
src/mcp_unifi/modules/network/_common.py
.py
a4765e3db9781c5c
7.66
20
"""In-process registry for preview-then-confirm (PtC) destructive actions. v0.7.0 changed the contract for the six ``delete_*`` tools in the Network module. Calling ``delete_firewall_rule(rule_id="abc")`` no longer mutates the controller. Instead the tool: 1. Resolves the target resource via the existing backend look...
pete-builds/mcp-unifi
src/mcp_unifi/modules/network/_pending.py
.py
b3dfe3ea29b7e9f0
7.66
20
"""``confirm_destructive_action`` tool — the second half of preview-then-confirm. v0.7.0 split every Network ``delete_*`` tool into two phases. The first call returns a preview envelope with a token; this tool executes the queued action when the caller passes the token back. Side effects: * On success: runs the pend...
pete-builds/mcp-unifi
src/mcp_unifi/modules/network/confirm.py
.py
d5b0cdafe0317df4
7.66
20
"""Crystal Markdown structural parse for Operator (Crystal↔Ledger Phases 1–2). Reads agent-crystallize checkpoint/session Markdown as untrusted narration. Does not execute content, shell out on body text, or feed models (T3). Pinned against agent-crystallize@0.1.9 / 0.1.10 section layout (P3). """ from __future__ imp...
blue-az/operator-control-plane
crystal_parse.py
.py
5cae36548e6b5334
7.48
8
#!/usr/bin/env python3 """ Run the hard (cross-document) BT probes across a field of models. ./build_funnel.sh current > funnel.txt ./run_hard_probes.py funnel.txt gemma4:26b gemma4:31b ... EPOCH CONSTRAINT -- read before choosing a funnel. These probes require the `current` epoch. They CANNOT run on `capped...
blue-az/operator-control-plane
evals/bt_floor/run_hard_probes.py
.py
0b390d48152b5a98
7.48
8
#!/usr/bin/env python3 """Submit frozen SDXL text-to-image jobs to a running local ComfyUI server. Start ComfyUI separately, e.g.: cd /home/blueaz/Python/Evaluation/ComfyUI && python main.py --listen 127.0.0.1 --port 8188 This script writes API workflow JSONs and queue receipts. Fetching image files is left to Comf...
blue-az/operator-control-plane
evals/comfyui_symbolic_benchmark/render_comfyui_sdxl.py
.py
3450106cf9b5b294
7.48
8
"""Fixture repo generator for the local-lane eval ladder. Builds a disposable directory tree per trial: a shared set of distractor files (so L0 discovery is non-trivial, per LOCAL_LANE_CONTRACT_SPEC.md Deliverable 3) plus the task's own files. Never run against a real repo -- every fixture lives under tempfile.gettemp...
blue-az/operator-control-plane
evals/local_lane_ladder/fixtures.py
.py
cf2cf1cb5df1f5a1
7.48
8
"""Deterministic postcondition grading for the local-lane eval ladder. No LLM judging, per LOCAL_LANE_CONTRACT_SPEC.md Deliverable 3 -- every postcondition type here is a grep, a regex, an AST query, an exit-code check, a file-scope comparison, or a substring check against the model's own final text. Nothing consults ...
blue-az/operator-control-plane
evals/local_lane_ladder/grading.py
.py
d7a3655ea26971ad
7.48
8
"""Deterministic grader for the repo-orientation probe. Grades ONLY the model's final answer (the span after opr's '--- Output ---'). Tool dumps contain the gold files; scoring those is a false pass. Facets are the five the prompt asked for. Concise answers can pass. Length is recorded, never used as a gate. """ fro...
blue-az/operator-control-plane
evals/local_lane_ladder/map_probe.py
.py
8a8d3f23e5533a90
7.48
8
#!/usr/bin/env python3 """Independent re-derive of a local-lane ladder pack from retained artifacts. Distinct-UID re-derive for Front E packs (GOLD_STANDARD rule 7 / E1 MANIFEST). Recomputes from state.json + per-cell traces + evidence/, without trusting FINDING.md narration or RESULTS.md tables as authoritative. Che...
blue-az/operator-control-plane
evals/local_lane_ladder/rederive_pack.py
.py
2a495ef95bee519f
7.48
8
#!/usr/bin/env python3 """Downloads the official NYC DOHMH MenuStat (historical) CSV once and records retrieval provenance -- URL, retrieval date, byte count, SHA-256. No nutrition parsing happens here; see build_substrate.py for that. """ from __future__ import annotations import argparse import hashlib import json ...
blue-az/operator-control-plane
fastfoodagent/fetch_substrate.py
.py
5560d9b3654aedb0
7.48
8
import json import subprocess import time import hashlib import os from pathlib import Path import tempfile import gated_runner from dataclasses import asdict # --- Models to Test --- MODELS = ["gemma4:31b", "gemma4:26b", "qwen3.8:27b", "qwen3.6:27b"] # --- Tasks (Multi-Task Grid) --- TASKS = { "text_edit": { ...
blue-az/operator-control-plane
measurement_session.py
.py
cf55dc0660e75dbf
7.48
8
import json import subprocess import time import hashlib from pathlib import Path import tempfile import gated_runner from dataclasses import asdict # --- R3 Tool Implementation --- def anchored_replace(content: str, anchor: str, replacement: str) -> str: """R3 Primitive: Fail-closed anchored replacement.""" ...
blue-az/operator-control-plane
r3_experiment.py
.py
30b2e8071a9f8c78
7.48
8
#!/usr/bin/env python3 """Regenerate bilingual READMEs with dsh-qc scores + Ecosystem category. Builds both README.md (Chinese-first) and README.en.md (English) from /tmp/merged_entries.json. Section layout is defined here (not read from the existing README), so running it twice never duplicates sections. Each entry:...
Herdeny/awesome-dsh-plugins-2026
scripts/gen_readme.py
.py
6c10155d8acd6571
7.45
7
#!/usr/bin/env python3 """refresh_counts.py — keep the advertised plugin count honest. The README header badge quotes a plugin count ("plugins-50-orange"). That number is written by hand and drifts as entries are added/removed. This script recounts every entry from the file itself and rewrites the badge. python3 ...
Herdeny/awesome-dsh-plugins-2026
scripts/refresh_counts.py
.py
c48958618eee3943
7.45
7
#!/usr/bin/env python3 """scan_plugins.py — discover new DSH plugins and audit existing ones. Two jobs: 1. SEARCH new DeepSeek Harness plugins on GitHub (multiple queries) and report candidates NOT already in the README. 2. AUDIT existing entries: check each listed repo's current star count, archived sta...
Herdeny/awesome-dsh-plugins-2026
scripts/scan_plugins.py
.py
5e5810cf55a4058a
7.45
7
#!/usr/bin/env python3 """sync_audit.py — bilingual structure drift auditor (zh + en). The two README files (README.md Chinese-first, README.en.md English) must stay in lockstep. Headings are *translated*, so they cannot be compared by text. What must match is the STRUCTURE: * the same number of headings, at the sa...
Herdeny/awesome-dsh-plugins-2026
scripts/sync_audit.py
.py
b1b3b6b86588e572
7.45
7
#!/usr/bin/env python3 """ AI citizen proposal generator. Called from tally_votes.py main() at the end of each tick. Generates [AI-PROPOSAL] and [FEEDBACK] GitHub Issues using GitHub Models API. """ import json import subprocess from pathlib import Path from openai import OpenAI from engine.state import load_active_ev...
ordinary9843/gitizens
scripts/auto_propose.py
.py
8a56326630450bdd
7.45
7
#!/usr/bin/env python3 """ Tally votes on all open proposal Issues and apply effects. Called by tally-votes.yml every 6 hours. """ import json import os import sys from datetime import datetime, timezone, timedelta from pathlib import Path # Ensure scripts/ is in sys.path so the engine package resolves correctly # whe...
ordinary9843/gitizens
scripts/tally_votes.py
.py
0a212ed45fac6911
7.45
7
#!/usr/bin/env python3 """Rewrite the world-state badge block in README.md from current state.json.""" import json import re import sys import os from pathlib import Path from urllib.parse import quote # Ensure scripts/ is in sys.path so engine resolves correctly sys.path.insert(0, os.path.dirname(os.path.abspath(__fi...
ordinary9843/gitizens
scripts/update_readme.py
.py
6f5dab4928916789
7.45
7
#!/usr/bin/env python3 # -*- coding: utf-8 -*- """ 文档管理命令行工具 功能: - 列出所有文档 - 删除指定文档 - 查看文档详情 - 获取/生成文档在线链接 - 清理孤立的共享链接和协作key 使用方法: python manage_documents.py list # 列出所有文档 python manage_documents.py delete <doc_id> # 删除指定文档 python manage_documents.py info <doc_id> # 查看文档详情 python man...
pkgunboat/ParaGUIBench
deploy/methods-services/onlyoffice/manage_documents.py
.py
092c737886a35d95
7.42
6
#!/usr/bin/env python3 """独立生成确定性的 runtime-support-v1 preview 清单。""" from __future__ import annotations import argparse import json from pathlib import Path from runtime_support_manifest import ( DEFAULT_OUTPUT_PATH, build_runtime_support_manifest, ) def _parse_arguments() -> argparse.Namespace: """解析独...
pkgunboat/ParaGUIBench
scripts/benchmark/generate_runtime_support.py
.py
b6e69269b290b0ec
7.42
6
#!/usr/bin/env python3 """把 guest 镜像绝对路径迁移为可部署的目录绑定。 当前 release-v1 仅 Settings-003 需要该迁移。脚本从 ``agent_start_context.guest_path`` 推导来源目录,不在源码或输出中保存原始 guest 用户名;默认 dry-run,显式传入 ``--write`` 后才原子写入。 """ from __future__ import annotations import argparse import hashlib import json import os from pathlib import Path, PurePo...
pkgunboat/ParaGUIBench
scripts/benchmark/logicalize_guest_paths.py
.py
c935015517fea14c
7.42
6
#!/usr/bin/env python3 """把 WebMall canonical task 中的部署 URL 一次性迁移为 logical URL。 脚本不会输出发现的原始 host/origin。默认只执行验证和 dry-run;只有显式 传入 ``--write`` 才会原子改写 91 个 WebMall task,并同步 release manifest 中的 SHA-256。 """ from __future__ import annotations import argparse import hashlib import ipaddress import json import os from path...
pkgunboat/ParaGUIBench
scripts/benchmark/logicalize_webmall_urls.py
.py
49047dc86ddf864a
7.42
6
#!/usr/bin/env python3 """将 WebMall checkout 任务迁移为版本化合成 fixture 引用。""" from __future__ import annotations import argparse import hashlib import json import re from pathlib import Path from typing import Any FIXTURE_ID = "webmall.checkout-profile.synthetic-public.v1" FIXTURE_PATH = "benchmark/fixtures/webmall/checko...
pkgunboat/ParaGUIBench
scripts/benchmark/migrate_checkout_fixture.py
.py
24e2409fe3ad06cb
7.42
6
#!/usr/bin/env python3 """生成或检查 PPT-003 正式 pipeline-implicit input/gold 清单。""" from __future__ import annotations import argparse from pathlib import Path from paraguibench.integrations.pipeline_implicit.verified_assets import ( check_ppt003_asset_manifest_files, write_ppt003_asset_manifest_files, ) def _p...
pkgunboat/ParaGUIBench
scripts/benchmark/pipeline_implicit_ppt003_assets.py
.py
267475ab0fa762c2
7.42
6
#!/usr/bin/env python3 """确定性生成已迁移 FileSearch Readonly 任务的固定资产清单。""" from __future__ import annotations import argparse import json from pathlib import Path, PurePosixPath from typing import Any from paraguibench.benchmark.readonly_ppt_assets import readonly_ppt_task_assets LEE_REPOSITORY = "leeLegendary/Parallel_...
pkgunboat/ParaGUIBench
scripts/benchmark/readonly_asset_manifests.py
.py
4bf4be6e9d1a63e3
7.42
6
#!/usr/bin/env python3 """独立校验 runtime-support-v1 与 canonical release 的一致性。""" from __future__ import annotations import argparse from pathlib import Path from runtime_support_manifest import ( DEFAULT_OUTPUT_PATH, validate_runtime_support_manifest, ) def _parse_arguments() -> argparse.Namespace: """解析...
pkgunboat/ParaGUIBench
scripts/benchmark/validate_runtime_support.py
.py
409231aa74e938c9
7.42
6
#!/usr/bin/env python3 """ 批量替换任务 JSON 中的 host URL(WebMall 换机部署用)。 场景: 任务 JSON(src/parallel_benchmark/tasks/,webmall 运行时经 src/extra_docker_env/tasks/ 软链读取)的 answer 字段里保留了 benchmark maintainer 环境下的原始 host,例如 ``http://<打包环境host>:9082/...``。 部署到自己的 WebMall 实例后,需要把这些 host 改成新环境的地址, 评价器的 URL 匹配才能对上。 用法...
pkgunboat/ParaGUIBench
scripts/deployment/rewrite_webmall_task_urls.py
.py
18836caec652f1db
7.42
6
#!/usr/bin/env python3 """以稳定、脱敏的 PASS/FAIL 行验证 ParaGUIBench 安装结果。""" from __future__ import annotations import argparse from contextlib import redirect_stderr, redirect_stdout from dataclasses import dataclass import importlib import os import subprocess import sys from typing import Callable, Sequence @dataclass(...
pkgunboat/ParaGUIBench
scripts/installation/verify_install.py
.py
a14ae0cc8d063534
7.42
6
#!/usr/bin/env python3 """验证外部 secret 文件元数据,不读取或输出文件内容与路径。""" from __future__ import annotations import argparse from dataclasses import dataclass import os from pathlib import Path import stat from typing import Sequence @dataclass(frozen=True, slots=True) class CheckResult: """保存一项仅由固定标识和布尔状态组成的 secret 文件检查。"...
pkgunboat/ParaGUIBench
scripts/installation/verify_secret_file.py
.py
83fa135f0e5e8264
7.42
6
#!/usr/bin/env python3 """对拟提交到公开仓库的文本文件执行高置信度静态安全扫描。 扫描器只读取仓库候选文件,不读取进程环境变量,也不会在报告中输出命中的 凭据、URL、主机地址或绝对路径原文。它不是通用秘密管理器,也不能替代凭据 轮换、Git 历史审计和部署期的 sentinel secret 验证。 """ from __future__ import annotations import argparse import re import subprocess import sys from dataclasses import dataclass from pathlib import Path...
pkgunboat/ParaGUIBench
scripts/security/scan_repository.py
.py
3e33783701fb59d4
7.42
6
import logging from typing import TypeVar, Dict from datetime import datetime, timedelta logger = logging.getLogger("desktopenv.getters.misc") R = TypeVar("Rule") day_of_week_mapping = { 0: 'Mon', 1: 'Tue', 2: 'Wed', 3: 'Thu', 4: 'Fri', 5: 'Sat', 6: 'Sun' } month_mapping = { 1: 'Jan'...
pkgunboat/ParaGUIBench
src/desktop_env/evaluators/getters/misc.py
.py
bcc3e7e5ae06f451
7.42
6
import logging import os from typing import Dict from collections import Counter from .general import get_vm_command_line import requests logger = logging.getLogger("desktopenv.getters.vlc") def get_vlc_playing_info(env, config: Dict[str, str]): """ Gets the current playing information from VLC's HTTP interf...
pkgunboat/ParaGUIBench
src/desktop_env/evaluators/getters/vlc.py
.py
12afad8fbc0828ba
7.42
6
def check_gnome_favorite_apps(apps_str: str, rule): # parse the string like "['thunderbird.desktop', 'vim.desktop', 'google-chrome.desktop']" # to a list of strings apps = eval(apps_str) expected_apps = rule["expected"] if len(apps) != len(expected_apps): return 0 if set(apps) == set(...
pkgunboat/ParaGUIBench
src/desktop_env/evaluators/metrics/basic_os.py
.py
08843c93bab8e8f0
7.42
6
#!/usr/bin/env python3 """Build categorized release notes from commits, linking each commit's PR. Lists one entry per commit (not per PR) between ``FROM_TAG`` (exclusive) and ``TO_TAG`` (inclusive). Each entry links the pull request that introduced the commit and credits its author. PRs are resolved through a batched ...
jviall/rekordbox-edit
.github/actions/build-release-notes/build_release_notes.py
.py
268a6de669e4f922
7.59
14
import logging from collections.abc import Sequence from pyrekordbox import Rekordbox6Database from pyrekordbox.db6 import DjmdContent from rekordbox_edit.models import ConvertOp, EditOp, Track from rekordbox_edit.utils import AudioInfo, get_file_type_for_format logger = logging.getLogger(__name__) _COLUMN_KEYS = t...
jviall/rekordbox-edit
rekordbox_edit/api/_utils.py
.py
3afbfe80f2646387
7.59
14
"""CLI-private helpers: stdin handling, scripting guards, args narrowing, print emitters.""" import functools import logging import sys from copy import copy from typing import TypeVar import click from pydantic import BaseModel, ValidationError from pyrekordbox import Rekordbox6Database from pyrekordbox.utils import...
jviall/rekordbox-edit
rekordbox_edit/cli/_utils.py
.py
7606574277b85865
7.59
14
"""Convert CLI command.""" import logging import click from rekordbox_edit._click import ( PrintChoice, add_click_options, convert_click_options, global_click_confirmations, global_click_filters, print_option, track_ids_argument, ) from rekordbox_edit.api.convert import convert from rekor...
jviall/rekordbox-edit
rekordbox_edit/cli/convert.py
.py
fc9fe454d10e4064
7.59
14
"""Edit CLI command.""" import logging import click from rekordbox_edit._click import ( PrintChoice, add_click_options, edit_click_options, global_click_confirmations, global_click_filters, print_option, track_ids_argument, ) from rekordbox_edit.api.edit import edit from rekordbox_edit.ap...
jviall/rekordbox-edit
rekordbox_edit/cli/edit.py
.py
b75ddccd7b11bd2f
7.59
14
#!/usr/bin/env python3 """Command line interface for rekordbox-edit.""" import io import logging import sys import click from rekordbox_edit.cli.convert import convert_command from rekordbox_edit.cli.edit import edit_command from rekordbox_edit.cli.search import search_command from rekordbox_edit.logger import get_d...
jviall/rekordbox-edit
rekordbox_edit/cli/main.py
.py
d2a156dbdcf10543
7.59
14
"""Rich-based rendering for rekordbox-edit. All rich Console output should go through the module-level ``console`` and be drained to the debug log immediately after printing: console.print(...) logger.debug(console.export_text(clear=True)) Plain text output should continue to use ``logger.info()``. """ impo...
jviall/rekordbox-edit
rekordbox_edit/display.py
.py
3acde2498878b74f
7.59
14
#!/usr/bin/env python3 """Logging configuration for rekordbox-edit.""" import atexit import logging from datetime import datetime from pathlib import Path from typing import Optional import click from platformdirs import PlatformDirs from rekordbox_edit._click import PrintChoice LOG_FILE_NAME = f"debug_{datetime.no...
jviall/rekordbox-edit
rekordbox_edit/logger.py
.py
5d8064ed14daf445
7.59
14
import logging import os from pathlib import Path from typing import List, Literal, Tuple, Union from pyrekordbox import Rekordbox6Database from pyrekordbox.db6.tables import ( DjmdAlbum, DjmdArtist, DjmdContent, DjmdPlaylist, DjmdSongPlaylist, ) from sqlalchemy import ColumnElement, Result, and_, ...
jviall/rekordbox-edit
rekordbox_edit/query.py
.py
938eae3ba1082bd7
7.59
14
"""Shared utility functions for rekordbox-edit.""" import logging import platform import shutil from dataclasses import dataclass from enum import Enum from typing import TypedDict import click import ffmpeg logger = logging.getLogger(__name__) class UserQuit(Exception): """Exception raised when user chooses t...
jviall/rekordbox-edit
rekordbox_edit/utils.py
.py
f82d66983cab4834
7.59
14
"""Library-wide ANLZ census (read-only, fast raw-header walk). Answers: - Which ANLZ tag types appear, and in how many files (incl. unsupported like PVB2)? - Are ANLZ cue lists (PCOB/PCO2) ever non-empty on this desktop library? - Is PVBR ever non-zero? Does PVB2 ever appear, and in which files? - Does PPTH ever store...
jviall/rekordbox-edit
research/convert-reanalysis-impact/scripts/anlz_census.py
.py
f97bd4dcf03d159e
7.59
14
"""Quantify grid/cue drift between two snapshots in DJ-relevant terms. Reads two subject snapshots and reports how far the stage-B analysis sits from the stage-A analysis: BPM delta, first-beat phase delta, per-beat phase drift (nearest- neighbour, so it tolerates a differing beat count), key change, and per-cue drift...
jviall/rekordbox-edit
research/convert-reanalysis-impact/scripts/grid_drift.py
.py
7adeef432ad32205
7.59
14
"""答题模型客户端:正式跑分里「生成答案」的那一侧。 跑分管线原本只有**检索**一半(``run.py`` 出的是召回诊断),没有答案, 也就没有分数。这个模块补上另一半:把检索结果按官方口径拼成 prompt, 调答题模型,拿回一句短答案,交给 ``locomo_official.score_one`` 打分。 **四条硬约束,写在最前面:** 1. **生成参数锁死官方值**(``temperature=0``、``max_tokens=32``)。 这两个数来自 LoCoMo 官方 ``gpt_utils.py`` L286-289,改一个字分数 就不可比了。它们由 ``locomo_official``...
monkey2jack/aiduMEI
benchmarks/answerer.py
.py
bf6e7c26582141ec
7.64
18
"""benchmarks.compare_runs — G3 复现性闸门的执行器(v20.0)。 PROTOCOL.md §5 规定了 G3a/G3b 两档断言,但此前「跑两遍比一比」全靠人手 眼看:眼看会漏、会自我说服,也没法进 CI。本模块把那两条断言写成可执行、 可失败、退出码可判的检查。 两档断言(与 PROTOCOL.md §5 表格逐条对应): * ``--gate g3a``:生产同路(``infer=true``)。只断言**结构不变量**—— 记录数、``data_report``、全部失败分类计数、每条记录的 ``retrieved_count>0`` 与 ``would_answer``、证据命...
monkey2jack/aiduMEI
benchmarks/compare_runs.py
.py
9b7567b5ca950804
7.64
18
"""benchmarks.corrections — 版本化修正清单(兑现 PROTOCOL.md §1 的承诺)。 上游数据的标注问题(LoCoMo 的 evidence 引用缺失、cat5 只有 ``adversarial_answer`` 等)由 ``benchmarks.schemas`` 如实上报进 ``schema_report.anomalies``,**原始数据一个字节不改**。若评分确实需要修正, 只能走这里,并且受三道硬约束: 1. **必须有版本号**(``manifest_version``)。没有版本号的"修正清单"是一个 可以随时悄悄变的活文件——公布出去的成绩就永远无法复核。 2. **非空...
monkey2jack/aiduMEI
benchmarks/corrections.py
.py
86e0e3f18ce6af36
7.64
18
"""benchmarks.schemas — 数据装载前的 schema validator(v20.0 §4.2)。 原则:**类别计数由装载器现场生成,不手抄**。校验器不修数据——上游原始 版保持原样,已知标注问题记进报告的 ``anomalies``,由版本化 correction manifest 决定是否在评分时敏感性分析(绝不静默改数)。 LongMemEval(MIT,官方仓库 xiaowu0162/LongMemEval): 每个 S/M/oracle 数据文件 500 实例;六种 question_type,abstention 以 question_id 的 ``_abs`` 后缀表达;oracl...
monkey2jack/aiduMEI
benchmarks/schemas.py
.py
335cdee1b8d12b52
7.64
18
"""conftest.py — 全套用例的数据目录隔离(v20.0) 为什么这个文件必须存在 ────────────────────── ``ducky/utils.py`` 里 ``DATA_DIR`` 在 **import 那一刻**就定型了: DATA_DIR = os.environ.get("AIDUMEM_DATA_DIR") or os.path.join(BASE_DIR, "data") 于是「在一棵已经部署好的树里跑一遍 pytest」这件看着完全无害的事,会让 一部分用例(走真路由、真落盘的那些,例如 workspace 持久化)把测试行写进 **那棵树的生产库**。 这不是推演,是 v20...
monkey2jack/aiduMEI
conftest.py
.py
80c27e64c72ff721
8.14
18
""" ducky.api_models — FastAPI 请求/响应模型(C 档从 api_server 抽出) 2026-07-21: /add 增加 async_mode 高速选项 2026-08-13: /add 的 messages 兼容 str / list / dict 三种输入 """ import re from typing import Any, Dict, List, Union from pydantic import BaseModel, ConfigDict, Field, field_validator from ducky.utils import DEFAULT_USER_ID from ...
monkey2jack/aiduMEI
ducky/api_models.py
.py
58381b6d3c4415e6
7.64
18
"""ducky.degradation — 系统降级追踪器(反静默降级核心基础设施) 记录并追踪系统中发生的所有降级事件(如 Reranker 异常、FTS 分词降级、LLM 超时规则降级), 并在 /health 端点透明暴露,告别「永远假装 200 OK,背后故障全靠猜」的静默降级设计债。 """ from __future__ import annotations import logging import threading import time from typing import Any, Dict, List, Optional logger = logging.getLogger("aiduMEM.degr...
monkey2jack/aiduMEI
ducky/degradation.py
.py
3612a66b0ddc53d1
7.64
18
"""ducky.engine_mode — 引擎档位选择(v20.2.3 · 用户可选三档) **自动挡好,但不该是唯一选项。** 部署形态不同,最优解也不同: auto (自动挡·默认) 云腿为主,断供自动切本地备胎,恢复自动升挡。 代价:本地嵌入模型常驻(实测 +151MB RSS)。 cloud(云端档) 只用云腿。不装/不加载本地模型,不写本地索引 —— **退回自动挡之前的体量**(省下那 151MB 与 169MB 磁盘)。代价:...
monkey2jack/aiduMEI
ducky/engine_mode.py
.py
b4d2e9cbf2d99655
7.64
18
"""ducky.env_config — env 数值解析的单一真相源(v20.2.3 · 外审 M-2) **保命纪律**:非法 env 值一律**回退默认 + 出声一次 + 探针可查**,绝不 raise。 这条纪律 v20.2.1 已在挡位切换器与限流护栏上立过(外审 R1「配置雷」), 但当时只拆了那两处的雷 —— auth / scoring / injection_guard / api_server 里的裸 `int(os.environ.get(...))` 一直埋着,且多数炸在 **import 期**: 一个配置笔误让整个服务起不来,比 R1 原案更狠。外审 M-2 点名了其中两处, 自查普查出六处,本模块...
monkey2jack/aiduMEI
ducky/env_config.py
.py
20cc30e443a29d29
7.64
18
"""Facts 分层召回:确定性 SQL 检索、轨迹与上下文注入。""" from __future__ import annotations import calendar import logging import os import re import time from datetime import datetime, timezone from typing import Any from ducky.utils import DEFAULT_AGENT_ID, DEFAULT_USER_ID, get_facts_conn from ducky.bank_contract import ( DEFAULT...
monkey2jack/aiduMEI
ducky/facts_recall.py
.py
8d2fae6effc6d4aa
7.64
18
"""ducky.failure_ledger — 特性级失败计数(v20 · P1-8) 外部审计 M7 / 第三方审计低-6:宽捕获遍地。AST 普查实测(射程 `ducky/` + 三个服务 入口):**489 处**宽捕获,其中重抛 53、纯 pass 20、有动作但零日志 79、**只有 debug 152**、有 warning/error 184。也就是说 251 处在生产默认日志级别下**等于无声**。 整改口径不是「全改」—— 那会用噪声淹掉真信号,而且多数无声是正当的(并发建表、 向前兼容、时间戳解析兜底、`health.py` 里把错误写进响应字段的那批)。口径是**只改 特性级入口**:挂在写入/读取主链...
monkey2jack/aiduMEI
ducky/failure_ledger.py
.py
2544ef844fe3a655
7.64
18
from pathlib import Path import jinja2 TEMPLATES_DIR = Path(__file__).parent / "templates" def create_project_scaffold(dest: Path, project_name: str, profile_name: str) -> None: dest.mkdir(parents=True, exist_ok=True) # dbt folders (dest / "models" / "staging").mkdir(parents=True, exist_ok=True) (d...
JB-Analytica/model2data
model2data/dbt/project.py
.py
acca43e4d0e79385
7.5
9
import datetime import re from collections import defaultdict from pathlib import Path from typing import Any, Union import pandas as pd import yaml from model2data.generate.faker import is_free_text_type from model2data.generate.relationships import classify_refs # dbt nests a generic test's parameters under `argum...
JB-Analytica/model2data
model2data/dbt/tests.py
.py
8958eaabdd10e642
8
9
"""Tests targeting coverage gaps in utils, faker, and dbml modules.""" from pathlib import Path from model2data.generate.faker import generate_column_values from model2data.parse.dbml import ColumnDef, _strip_quotes, parse_dbml from model2data.utils import normalize_identifier class TestNormalizeIdentifier: """...
JB-Analytica/model2data
tests/test_coverage_gaps.py
.py
152b872cfeffe3b9
7
9
from pathlib import Path from model2data.generate.core import generate_data_from_dbml from model2data.parse.dbml import parse_dbml from model2data.utils import normalize_identifier def test_dbml_names_preserved_but_dbt_names_normalized(tmp_path): """ DBML table names must remain untouched internally, whi...
JB-Analytica/model2data
tests/test_dbt_naming.py
.py
c28fe3a26f6ad8e0
7
9
import shutil import tempfile from pathlib import Path import pytest import yaml from model2data.dbt.project import ( TEMPLATES_DIR, _render_template, create_profiles_yml, create_project_scaffold, create_staging_models, ) @pytest.fixture def temp_dir(): """Create a temporary directory for te...
JB-Analytica/model2data
tests/test_dbt_project.py
.py
8600afc813f1200b
7
9
"""Tests for column-name-based Faker inference in generate.faker.""" import random import re import pandas as pd from model2data.generate.faker import ( _deduplicate, generate_column_values, get_unmapped_columns, reset_stats, ) from model2data.parse.dbml import ColumnDef EMAIL_RE = re.compile(r"^[^@...
JB-Analytica/model2data
tests/test_faker_name_inference.py
.py
32a9ebb433b9a402
8
9
#!/usr/bin/env python3 """ Tests fuer scripts/check_security_hygiene.py. Aktuell deckt nur die FIX PATHLIB-DETECT Regression ab; weitere Checks koennen hier ergaenzt werden. Ausfuehren: python3 -m pytest tests/test_check_security_hygiene.py -v """ import os import sys import unittest sys.path.insert(0, os.path.j...
juergen2025sys/NETSHIELD
tests/test_check_security_hygiene.py
.py
e6490fd787c45796
7.09
14
#!/usr/bin/env python3 """ dedup_bib.py — merge bibliographies from multiple model outputs. Strategy: 1. Parse bibliography sections from each input file 2. Normalize DOIs (strip http://dx.doi.org/, lowercase) 3. Cluster by DOI when available 4. For entries without DOI: fuzzy-match by normalized title 5. Pic...
nraford7/deep-research
scripts/dedup_bib.py
.py
879aae98c40ee453
7.42
6
#!/usr/bin/env python3 """deep-research — semantic search over your research (native wrapper). Bundles the vendored semantic-search engine and bakes in deep-research conventions: ONE project-wide index over each topic's Bible (README.md + sections/*.md) at research/.semantic-index.db. GRACEFUL DEGRADATION: every fail...
nraford7/deep-research
scripts/search.py
.py
25e0b099456d1d48
7.42
6
#!/usr/bin/env python3 """ verify_citations.py — adversarial citation verification. Extracts every inline citation [Author, Year] and every URL from a markdown file (or all .md files in a directory), then resolves each against OpenAlex and Crossref (free, no API key). Flags: - orphaned inline cites: [Author, Year] ...
nraford7/deep-research
scripts/verify_citations.py
.py
059779617eafe04d
7.42
6
import json, config, dispatch def _writer(report="REPORT"): """Return a run_agent stub that writes a canned report and a result dict.""" def fake_run_agent(provider, agent_type, prompt, output_path): output_path.write_text(report, encoding="utf-8") return {"agent_type": agent_type.name, "provid...
nraford7/deep-research
tests/test_dispatch_e2e.py
.py
480c511e53305b29
7.92
6
import config, llm class FakeChat: def __init__(self): self.kwargs = None _citations = None def create(self, **kw): self.kwargs = kw # emulate a streaming response: two content chunks, citations on the last def chunk(content, citations=None): delta = type("D", (), {"cont...
nraford7/deep-research
tests/test_llm.py
.py
316e8c22805a2d47
7.92
6
"""Minimal regression tests for parser behavior that's easy to silently break. Run: python3 -m pytest tests/ or python3 tests/test_parsers.py """ import sys from pathlib import Path ROOT = Path(__file__).resolve().parent.parent sys.path.insert(0, str(ROOT)) from scripts.verify_citations import ( INL...
nraford7/deep-research
tests/test_parsers.py
.py
38c44b2f2454e9fc
7.92
6
from __future__ import annotations import os import plistlib import subprocess from dataclasses import dataclass from pathlib import Path REPO_ROOT = Path(__file__).resolve().parents[2] @dataclass(frozen=True) class ScriptRun: result: subprocess.CompletedProcess[str] home: Path log_dir: Path def test_...
open-agent-security/openaca
tests/remote/test_deploy_scripts.py
.py
09da8b32375a2a62
7.98
8
import pytest from tools.cvss import ( is_valid_cvss, is_valid_cvss_v3, is_valid_cvss_v4, score_v3, score_v4, severity_label, ) @pytest.mark.parametrize( "vector", [ "CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N", "CVSS:4.0/AV:L/AC:H/AT:P/PR:L/UI:A/V...
open-agent-security/openaca
tests/test_cvss.py
.py
dd4ca383d8356465
7.98
8
from __future__ import annotations from pathlib import Path from tools.parsers.bun_lock import _collect_runtime_keys, _strip_trailing_commas, parse def test_strip_trailing_comma_in_object(): assert _strip_trailing_commas('{"a": 1,}') == '{"a": 1}' def test_strip_trailing_comma_in_array(): assert _strip_tr...
open-agent-security/openaca
tests/test_parsers/test_bun_lock.py
.py
4551cc4fa0cfd122
7.98
8
"""stdlib-only verifier primitives shared with tiled_matmul_v1_001 schema.""" from __future__ import annotations def max_abs_diff_3d(C, C_ref): """Element-wise max absolute difference for 3D tensors (C_out, H, W).""" dmax = 0.0 for ci in range(len(C)): Ci = C[ci] Cref_i = C_ref[ci] ...
chunxiaoxx/nautilus-compass
Computing/KernelEngineering/conv2d_tiling_v1_002/verification/_core.py
.py
5ce1717513b1b57f
7.45
7
"""stdlib-only verifier primitives shared schema with tiled_matmul / conv2d_tiling.""" from __future__ import annotations import importlib.util import sys def max_abs_diff_2d(A, B): """Element-wise max abs diff for 2D lists (N x D).""" dmax = 0.0 N = len(A) for i in range(N): Ai = A[i] ...
chunxiaoxx/nautilus-compass
Computing/KernelEngineering/rmsnorm_v1_003/verification/_core.py
.py
e281d608bde42e97
7.45
7
"""N=3 round improvement loop for tiled_matmul PoC. Per user 7/4 settings.json disclosure: model_provider = "OpenAI" base_url = "https://v2.qixuw.com" wire_api = "responses" # NOT chat/completions model = "gpt-5.5" reasoning_effort = "xhigh" disable_response_storage = true # sends `x-no-store: tru...
chunxiaoxx/nautilus-compass
Computing/KernelEngineering/tiled_matmul_v1_001/run_gpt55_trajectory.py
.py
21fdda05d7976060
7.45
7
"""stdlib-only verifier primitives.""" from __future__ import annotations def max_abs_diff(C, C_ref): """Element-wise max absolute difference (matches shape).""" dmax = 0.0 M = len(C) for i in range(M): Ci = C[i] Cref_i = C_ref[i] N = len(Ci) for j in range(N): ...
chunxiaoxx/nautilus-compass
Computing/KernelEngineering/tiled_matmul_v1_001/verification/_core.py
.py
c1e305bab0417acd
7.45
7