text stringlengths 185 73.3k | repo stringlengths 7 100 | path stringlengths 4 146 | language stringclasses 7
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# SPDX-FileCopyrightText: Copyright (C) 2025-2026, Jean-Christophe Malapert and Antoine Basset
# SPDX-PackageSourceInfo: https://github.com/kabasset/azulero
# SPDX-License-Identifier: Apache-2.0
from typing import Sequence
from astropy.coordinates import Angle, SkyCoord
import numpy as np
class ConvexSphericalPolyg... | kabasset/azulero | src/azulero/providers/polygon.py | .py | dabd05c723acf2ec | 7.48 | 8 |
# SPDX-FileCopyrightText: Copyright (C) 2025-2026, Antoine Basset
# SPDX-PackageSourceInfo: https://github.com/kabasset/azulero
# SPDX-License-Identifier: Apache-2.0
import argparse
from astropy import units
from astropy.coordinates import Angle
import numpy as np
from pathlib import Path
import cv2
from azulero impo... | kabasset/azulero | src/azulero/roam.py | .py | 6f58350910dc2c6a | 7.48 | 8 |
# SPDX-FileCopyrightText: Copyright (C) 2025-2026, Antoine Basset
# SPDX-PackageSourceInfo: https://github.com/kabasset/azulero
# SPDX-License-Identifier: Apache-2.0
from functools import lru_cache
import logging
import os
import shlex
import sys
def parse_envargs(command=None, prefix=os.environ.get("AZULERO_PREFIX"... | kabasset/azulero | src/azulero/tools/messaging.py | .py | bdb6f7558f9b3b3e | 7.48 | 8 |
# SPDX-FileCopyrightText: Copyright (C) 2025-2026, Antoine Basset
# SPDX-PackageSourceInfo: https://github.com/kabasset/azulero
# SPDX-License-Identifier: Apache-2.0
from astropy.coordinates import Angle
import numpy as np
from pathlib import Path
import re
class ParseError(Exception):
def __init__(self, name: ... | kabasset/azulero | src/azulero/tools/parsing.py | .py | 6dea323ff6eb8f68 | 7.48 | 8 |
# SPDX-FileCopyrightText: Copyright (C) 2025-2026, Antoine Basset
# SPDX-PackageSourceInfo: https://github.com/kabasset/azulero
# SPDX-License-Identifier: Apache-2.0
def retry(retries=2, exceptions=Exception, default=None, logger=None):
"""
Decorator to retry a callable.
"""
def decorate(func):
... | kabasset/azulero | src/azulero/tools/retry.py | .py | 2c071d204f5ccb87 | 7.48 | 8 |
from dataclasses import dataclass
import getpass
import netrc
@dataclass
class Secret:
"""
A foolproof secret (e.g. password) wrapper, string representation of which returns an obfuscated text.
This class does not bring any kind of security.
It only ensures that printing or logging the secret will ob... | kabasset/azulero | src/azulero/tools/secret.py | .py | 10b4c9244211d382 | 7.48 | 8 |
# SPDX-FileCopyrightText: Copyright (C) 2025-2026, Antoine Basset
# SPDX-PackageSourceInfo: https://github.com/kabasset/azulero
# SPDX-License-Identifier: Apache-2.0
from typing import Sequence
from dataclasses import dataclass
import numpy as np
@dataclass
class KeysValues:
"""
Ordered, possibly-float inde... | kabasset/azulero | src/azulero/tools/stats.py | .py | 6a09488d680508c9 | 7.48 | 8 |
# SPDX-FileCopyrightText: Copyright (C) 2025-2026, Antoine Basset
# SPDX-PackageSourceInfo: https://github.com/kabasset/azulero
# SPDX-License-Identifier: Apache-2.0
from dataclasses import dataclass
from pathlib import Path
@dataclass
class Workspace:
workspace: Path = Path(".")
input_pattern: str = "*[-_]... | kabasset/azulero | src/azulero/tools/workspace.py | .py | 3d5046a08b12682e | 7.48 | 8 |
# SPDX-FileCopyrightText: Copyright (C) 2025-2026, Antoine Basset
# SPDX-PackageSourceInfo: https://github.com/kabasset/azulero
# SPDX-License-Identifier: Apache-2.0
from dataclasses import dataclass
import numpy as np
import scipy.interpolate as interp
from azulero.video import sequence
def sin_sequence(key_frames... | kabasset/azulero | src/azulero/video/interp.py | .py | 01a3faced8c109c7 | 7.48 | 8 |
# SPDX-FileCopyrightText: Copyright (C) 2025-2026, Antoine Basset
# SPDX-PackageSourceInfo: https://github.com/kabasset/azulero
# SPDX-License-Identifier: Apache-2.0
from typing import Any
from astropy import units as u
from astropy.coordinates import SkyCoord, Angle
from astropy.wcs import WCS
from dataclasses import... | kabasset/azulero | src/azulero/video/sequence.py | .py | 7d147ab467dfa799 | 7.48 | 8 |
/**
* CSV/JSONL export guards — B4 from the 2026-07-24 release-readiness review.
*
* The CSV path carries attacker-influenced text (agent tool commands) straight
* into Excel or Sheets. An unescaped leading `=` there is a working formula
* injection in the very tool meant to audit one, so these are the assertions
... | blitzcrieg1/agentmetry | apps/dashboard/tests/audit-export.test.ts | .ts | da25c733eaf54723 | 7.06 | 12 |
/**
* Source-app normalization — B4 from the 2026-07-24 release-readiness review.
*
* Every source label, badge, dot and chart colour resolves through
* `normalizeSourceApp`. When that logic lived in three components they drifted,
* and a legacy codename leaked into the analytics charts. This pins the
* consolida... | blitzcrieg1/agentmetry | apps/dashboard/tests/audit-source.test.ts | .ts | 94f8544c318e7ba8 | 7.06 | 12 |
/**
* Beta gate panel logic.
*
* The one behaviour worth pinning is restraint. A panel that shouts on day one,
* when nothing is wrong and four weeks simply have not elapsed, gets ignored by
* day three. `needsAttention` is what separates "not finished yet" from
* "something needs you".
*/
import { describe, exp... | blitzcrieg1/agentmetry | apps/dashboard/tests/dogfood.test.ts | .ts | 064cf6d9e72ebaf1 | 7.06 | 12 |
"""Agentmetry API — JSONL tail + external Tier B ingest."""
from __future__ import annotations
from datetime import datetime, timedelta, timezone
from pathlib import Path
from typing import Any, Literal
from fastapi import APIRouter, Depends, HTTPException, Query
from fastapi.responses import FileResponse
from pydan... | blitzcrieg1/agentmetry | apps/orchestrator/agentmetry/api/routes/audit.py | .py | 0e070cda3f815142 | 7.56 | 12 |
"""WebSocket connection manager for real-time telemetry streaming."""
from __future__ import annotations
import json
from typing import Any
from fastapi import WebSocket
# Session id that mirrors every event; the dashboard subscribes to it to
# observe autonomous runs that happen in other sessions.
GLOBAL_SESSION ... | blitzcrieg1/agentmetry | apps/orchestrator/agentmetry/api/websocket.py | .py | cd4c1bbcbda1505b | 7.56 | 12 |
"""Read Microsoft Agent Governance Toolkit audit files into the canonical trail.
AGT governs agents you *build* -- Semantic Kernel, AutoGen, LangGraph, CrewAI --
and its `FileAuditSink` writes hash-chained, HMAC-signed JSONL. Agentmetry hooks
agents you *use*. Reading their file closes the gap between the two without
... | blitzcrieg1/agentmetry | apps/orchestrator/agentmetry/core/audit/adapters/agt.py | .py | 4cd33243d13912d0 | 7.56 | 12 |
"""Google SecOps (Chronicle) UDM envelope for Agentmetry canonical events.
Chronicle normalises everything it stores into the Unified Data Model, and there
are two ways to get there. You can post raw JSON to `unstructuredlogentries` and
have a Config Based Normalization parser turn it into UDM, or you can post UDM
dir... | blitzcrieg1/agentmetry | apps/orchestrator/agentmetry/core/audit/adapters/chronicle.py | .py | 836f83b5857d8dd0 | 7.56 | 12 |
"""Map Agentmetry canonical events to CloudEvents v1.0 JSON envelopes.
CloudEvents is a CNCF spec for describing an event's *envelope* -- who emitted
it, what kind it is, when -- while leaving the payload alone. That is a good
fit here: the canonical event is already the thing worth keeping, and this adds
a routing he... | blitzcrieg1/agentmetry | apps/orchestrator/agentmetry/core/audit/adapters/cloudevents.py | .py | b0f22da7a5bd9453 | 7.56 | 12 |
"""Map Agentmetry canonical events to Elastic Common Schema (ECS) documents."""
from __future__ import annotations
from datetime import datetime, timezone
from typing import Any
def _parse_timestamp(ts: str) -> str:
if not ts:
return datetime.now(timezone.utc).isoformat().replace("+00:00", "Z")
retu... | blitzcrieg1/agentmetry | apps/orchestrator/agentmetry/core/audit/adapters/ecs.py | .py | 66be2609cd6ba7b0 | 7.56 | 12 |
"""Splunk HEC envelope for Agentmetry canonical events."""
from __future__ import annotations
from datetime import datetime, timezone
from typing import Any
def _epoch_seconds(ts: str) -> float:
if not ts:
return datetime.now(timezone.utc).timestamp()
normalized = ts.replace("Z", "+00:00")
try:
... | blitzcrieg1/agentmetry | apps/orchestrator/agentmetry/core/audit/adapters/splunk.py | .py | 0b5e3d544e3e386a | 7.56 | 12 |
"""Alerting engine for high-severity audit events."""
from __future__ import annotations
import logging
from typing import Any
import httpx
logger = logging.getLogger(__name__)
class AlertWebhookSink:
"""Fires webhooks (Slack/Discord) for high-severity events."""
def __init__(self, url: str, *, timeout_s... | blitzcrieg1/agentmetry | apps/orchestrator/agentmetry/core/audit/alerts.py | .py | 3058bc81e298f5aa | 7.56 | 12 |
"""Map durable outbox rows to Agentmetry canonical events (schema v1.1.0)."""
from __future__ import annotations
import uuid
from typing import Any
from agentmetry.core.audit.atlas import attach_atlas
from agentmetry.core.audit.hashing import arguments_sha256
from agentmetry.core.audit.identity import identity_field... | blitzcrieg1/agentmetry | apps/orchestrator/agentmetry/core/audit/canonical.py | .py | 23f5a4b29307c520 | 7.56 | 12 |
"""Replay a corpus of recorded sessions and score the detection rules.
Two things this exists for.
**Catching the bugs unit tests cannot.** On 2026-07-25 two real defects shipped
past 546 passing tests: sequence ordering was decided by a random UUID on a
timestamp tie, and off-hours detection silently used UTC on Win... | blitzcrieg1/agentmetry | apps/orchestrator/agentmetry/core/audit/detection/benchmark.py | .py | 0af6772abc9f0ee5 | 7.56 | 12 |
"""Detection engine — orders a session's events and runs the rule registry."""
from __future__ import annotations
from datetime import datetime, timezone
from typing import Any
from .models import SEVERITY_RANK, Detection
from .rules import HOST_REGISTRY, REGISTRY
from .yaml_rules import build_yaml_rules
_EPOCH = d... | blitzcrieg1/agentmetry | apps/orchestrator/agentmetry/core/audit/detection/engine.py | .py | 1d2ccfa0f6676fa8 | 7.56 | 12 |
"""Live detection — correlate as events arrive, not only when someone asks.
The rule engine is a pure function over a session's events. That is fine for a
forensic query, but a detection nobody sees is not a control: until this module
existed, a `credential-exfil` finding only appeared if an operator happened to
open ... | blitzcrieg1/agentmetry | apps/orchestrator/agentmetry/core/audit/detection/live.py | .py | c43ef2cb3905c789 | 7.56 | 12 |
"""SQLite checkpoint for live detection — survives orchestrator restarts.
Persists per-session event windows (bounded) and emitted rule IDs so a restart
does not re-fire detections or lose correlation context for active sessions.
"""
from __future__ import annotations
import json
import logging
import sqlite3
import... | blitzcrieg1/agentmetry | apps/orchestrator/agentmetry/core/audit/detection/live_store.py | .py | 0a3dcdb90c5c9b4b | 7.56 | 12 |
"""Core model benchmarks: forward pass, forward+backward, attention, MLP."""
from __future__ import annotations
import torch
from benchmarks.micro.runner import BenchmarkResult, print_results, run_benchmark
from kempnerforge.config.model import ModelConfig
from kempnerforge.model.transformer import Transformer
# 12... | KempnerInstitute/KempnerForge | benchmarks/micro/bench_forward.py | .py | c4d16faf5585a637 | 7.65 | 19 |
"""Benchmark runner for KempnerForge.
Provides timing utilities and a CLI to run all benchmarks and produce a results
table. Uses CUDA events for accurate GPU timing.
Usage:
# Run all benchmarks
uv run python benchmarks/micro/runner.py
# Run a specific benchmark file
uv run python benchmarks/micro/be... | KempnerInstitute/KempnerForge | benchmarks/micro/runner.py | .py | d2ebea3935be6fd5 | 7.65 | 19 |
"""Parse the H200 MFU sweep logs into a results table + scaling efficiency + pulse.
Reads <results_dir>/*.log (one per benchmark config), extracts steady-state
tok/s / MFU / mem / step_time (median over the BACK HALF of each run -- discards
compile + thermal warmup), aggregates `_rN` repeats into mean +/- std, compute... | KempnerInstitute/KempnerForge | benchmarks/weak_scaling_160gpu/parse_results.py | .py | 38a6139af17904d6 | 7.65 | 19 |
#!/usr/bin/env python3
"""Prepare a COCO-captions dataset for VLM training, eval, or smoke testing.
Reads the Karpathy-split COCO caption JSON(s) and writes an HF ``Dataset``
(single split) or ``DatasetDict`` (``--all-splits``) via ``save_to_disk``.
The output directory is consumed by ``HuggingFaceVLMDataset`` through... | KempnerInstitute/KempnerForge | examples/vlm/data/prep_vlm_coco.py | .py | 706c4a0ece45f8bd | 7.65 | 19 |
# pyright: reportMissingImports=false
# ^ lmms-eval is an optional, undeclared dependency; see adapter.py's directive.
"""Contract tests pinning the real ``lmms_eval`` API to what this example assumes.
The VLM-eval unit tests run against an in-repo fake ``lmms_eval``
(``../unit/_fake_lmms_eval.py``) so they execute wi... | KempnerInstitute/KempnerForge | examples/vlm/eval/tests/integration/test_lmms_eval_contract.py | .py | d5ca28291697adc2 | 8.15 | 19 |
"""Integration tests for the KempnerForge VLM lmms-eval adapter.
Three tests, all skipped when lmms-eval is absent (optional, undeclared dep):
1. ``test_dcp_roundtrip_generate_until`` — self-contained and CPU-only: builds a
tiny VLM, saves it via DCP, then loads it back through ``KempnerForgeVLM``
and runs ``ge... | KempnerInstitute/KempnerForge | examples/vlm/eval/tests/integration/test_vlm_eval.py | .py | 54ca30016261b06d | 8.15 | 19 |
"""Hermetic fake ``lmms_eval`` for the VLM-eval unit tests.
``lmms-eval`` is an optional, undeclared dependency, so ``adapter.py`` cannot be imported
without it and these tests would otherwise skip wherever it is absent. This conftest
installs a faithful in-repo fake (``_fake_lmms_eval``) into ``sys.modules`` at impor... | KempnerInstitute/KempnerForge | examples/vlm/eval/tests/unit/conftest.py | .py | 452dd8fd8b9969d0 | 7.15 | 19 |
"""Import isolation: ``import kempnerforge`` must not require lmms-eval.
This example's adapter depends on the optional, undeclared ``lmms-eval``
package. Keeping the adapter here — outside ``kempnerforge/`` — is what keeps
that dependency off the core package's import path; this test pins it. It runs
in a fresh subpr... | KempnerInstitute/KempnerForge | examples/vlm/eval/tests/unit/test_import_isolation.py | .py | 4f394cce5f738c97 | 7.15 | 19 |
#!/usr/bin/env python3
# pyright: reportMissingImports=false
# ^ lmms-eval is an optional, undeclared dependency; see adapter.py's directive.
"""Run lmms-eval benchmarks on a KempnerForge VLM checkpoint.
Evaluates a VLM checkpoint via the ``KempnerForgeVLM`` lmms-eval chat-model
adapter (the sibling ``adapter.py``), o... | KempnerInstitute/KempnerForge | examples/vlm/eval/vlm_eval_harness.py | .py | 262568e361c87e03 | 7.65 | 19 |
"""Tests for what this example ships: its configs and its entry point."""
from __future__ import annotations
import importlib.util
import sys
import tomllib
from collections.abc import Iterator
from pathlib import Path
from typing import Any
import pytest
from kempnerforge.config.loader import load_config
EXAMPLE_... | KempnerInstitute/KempnerForge | examples/vlm/tests/test_configs.py | .py | 1c5b127aa1d8f12b | 8.15 | 19 |
"""Async checkpointing for non-blocking saves.
Uses ``dcp.async_save()`` to snapshot state to CPU and write to disk
in the background, returning control to the training loop immediately.
Modes:
- disabled: Synchronous save (simple, for debugging).
- async: Standard async via dcp.async_save().
- async_with_pinne... | KempnerInstitute/KempnerForge | kempnerforge/checkpoint/async_save.py | .py | 05ac237d7b31e4e8 | 7.65 | 19 |
"""Training state assembly for checkpointing.
Collects the full training state — model, optimizer, scheduler, dataloader,
training metadata, and RNG states — into a single dict for DCP save/load.
RNG state capture ensures exact reproducibility on resume.
"""
from __future__ import annotations
import logging
import ... | KempnerInstitute/KempnerForge | kempnerforge/checkpoint/state.py | .py | c86db3744a4ab1ca | 7.65 | 19 |
"""Adapter (connector) configuration.
``AdapterConfig`` selects which adapter the VLM wrapper instantiates and
parameterizes the chosen adapter. Dispatched via the ``adapter`` registry
at build time (see ``kempnerforge/model/adapter.py``).
In TOML, ``[adapter]`` is a top-level section parallel to ``[model]``,
``[visi... | KempnerInstitute/KempnerForge | kempnerforge/config/adapter.py | .py | 19eabda04f123211 | 7.65 | 19 |
"""Checkpoint configuration."""
from __future__ import annotations
from dataclasses import dataclass, field
from enum import StrEnum
from typing import Literal
from kempnerforge.config.registry import registry
class AsyncCheckpointMode(StrEnum):
disabled = "disabled"
async_ = "async"
async_pinned = "as... | KempnerInstitute/KempnerForge | kempnerforge/config/checkpoint.py | .py | 5e9f1436259a45c3 | 7.65 | 19 |
"""Data pipeline configuration."""
from __future__ import annotations
from dataclasses import dataclass, field
@dataclass
class DatasetSource:
"""A single data source in a multi-dataset mixture.
Either ``path`` (pre-tokenized) or ``hf_name`` (HuggingFace) must be set.
``weight`` controls the relative s... | KempnerInstitute/KempnerForge | kempnerforge/config/data.py | .py | ecbe9190dd308a78 | 7.65 | 19 |
"""Distributed parallelism configuration."""
from __future__ import annotations
from dataclasses import dataclass
from enum import StrEnum
class PipelineSchedule(StrEnum):
schedule_1f1b = "1f1b"
gpipe = "gpipe"
interleaved_1f1b = "interleaved_1f1b"
@dataclass
class DistributedConfig:
"""Parallelis... | KempnerInstitute/KempnerForge | kempnerforge/config/distributed.py | .py | 3151bad1d5fef005 | 7.65 | 19 |
"""Evaluation configuration."""
from __future__ import annotations
from dataclasses import dataclass
@dataclass
class EvalConfig:
"""Evaluation pipeline settings (disabled by default)."""
enabled: bool = False
interval: int = 1000 # Eval every N training steps
steps: int = 50 # Number of eval bat... | KempnerInstitute/KempnerForge | kempnerforge/config/eval.py | .py | 0601d083406ec4fc | 7.65 | 19 |
"""Top-level job configuration aggregating all sub-configs."""
from __future__ import annotations
from dataclasses import dataclass, field
from kempnerforge.config.adapter import AdapterConfig
from kempnerforge.config.checkpoint import CheckpointConfig
from kempnerforge.config.data import DataConfig
from kempnerforg... | KempnerInstitute/KempnerForge | kempnerforge/config/job.py | .py | c1975b35babc2254 | 7.65 | 19 |
"""Config loading: TOML files → dataclass configs with CLI overrides.
Loading pipeline:
1. Start with default JobConfig
2. Import the modules listed in the `plugins` key (registry side effects)
3. Load TOML file (if provided) and overlay
4. Apply CLI overrides (--model.dim=512 style)
5. Return JobConfig inst... | KempnerInstitute/KempnerForge | kempnerforge/config/loader.py | .py | b388c22ddfb8f916 | 7.65 | 19 |
"""Model architecture configuration."""
from __future__ import annotations
import math
from dataclasses import dataclass
from enum import StrEnum
class NormType(StrEnum):
rmsnorm = "rmsnorm"
layernorm = "layernorm"
class Activation(StrEnum):
silu = "silu"
gelu = "gelu"
relu = "relu"
@datacla... | KempnerInstitute/KempnerForge | kempnerforge/config/model.py | .py | 052050d1a61c17ac | 7.65 | 19 |
"""Optimizer configuration."""
from __future__ import annotations
from dataclasses import dataclass
@dataclass
class OptimizerConfig:
"""Optimizer settings."""
name: str = "adamw"
lr: float = 3e-4
weight_decay: float = 0.1
betas: tuple[float, float] = (0.9, 0.95)
eps: float = 1e-8
fused... | KempnerInstitute/KempnerForge | kempnerforge/config/optimizer.py | .py | 17840aa78310d65c | 7.65 | 19 |
"""Profiling configuration."""
from __future__ import annotations
from dataclasses import dataclass
@dataclass
class ProfilingConfig:
"""Performance profiling settings."""
enable: bool = False
start_step: int = 5
end_step: int = 8
trace_dir: str = "profiler_traces"
def __post_init__(self) ... | KempnerInstitute/KempnerForge | kempnerforge/config/profiling.py | .py | 498ef1757953b326 | 7.15 | 19 |
"""LR scheduler configuration."""
from __future__ import annotations
from dataclasses import dataclass
from enum import StrEnum
class SchedulerType(StrEnum):
cosine = "cosine"
linear = "linear"
wsd = "wsd" # warmup-stable-decay
constant = "constant" # warmup then flat LR
rex = "rex" # polynom... | KempnerInstitute/KempnerForge | kempnerforge/config/scheduler.py | .py | 061245ce6952d281 | 7.65 | 19 |
"""Training configuration."""
from __future__ import annotations
from dataclasses import dataclass
from enum import StrEnum
from typing import TYPE_CHECKING, Literal
if TYPE_CHECKING:
import torch
class ActivationCheckpointing(StrEnum):
none = "none"
full = "full"
selective = "selective"
@datacla... | KempnerInstitute/KempnerForge | kempnerforge/config/training.py | .py | 2d5e3a41facbca37 | 7.65 | 19 |
"""Video input configuration.
``VideoConfig`` is the ``[video]`` top-level section. When present, the job
trains on a video dataset through the VLM wrapper: a clip is decoded into an
ordered set of frames, each preprocessed like an image and fed to the vision
encoder. The section is a sibling of ``[vision_encoder]`` /... | KempnerInstitute/KempnerForge | kempnerforge/config/video.py | .py | 7064439268f4a310 | 7.65 | 19 |
"""Vision-encoder configuration.
``VisionEncoderConfig`` selects and parameterizes the vision encoder
that the ``VLMWrapper`` composes alongside the text backbone and
adapter. It is a top-level section in TOML (``[vision_encoder]``),
sibling to ``[model]``, ``[adapter]``, and ``[vlm]``.
Field summary:
- ``type`` sel... | KempnerInstitute/KempnerForge | kempnerforge/config/vision.py | .py | 26820b693fba9a65 | 7.65 | 19 |
#!/usr/bin/env python3
"""Publish reviewed vendor icons for casks without an extractable app bundle."""
from __future__ import annotations
import argparse
import json
import sys
import tempfile
from pathlib import Path
from extract_icons import (
DEFAULT_UA,
ICON_SIZE,
REPO_ROOT,
load_report,
publ... | alielsokary/CaskFlow | scripts/curate_icons.py | .py | 13bfbad02cd6974c | 7.5 | 9 |
"""Shared shell/git helpers and icon-report state on the icons branch."""
# Leaf module: extract_icons.py and curate_icons.py build on these; this file
# imports nothing back from them.
from __future__ import annotations
import json
import subprocess
from datetime import date
from pathlib import Path
REPO_ROOT = Path... | alielsokary/CaskFlow | scripts/icons_state.py | .py | 3f9c5945c4ba2b4f | 7.5 | 9 |
"""Provider-agnostic LLM clients with validated classification output."""
from __future__ import annotations
import json
import os
import random
import time
from abc import ABC, abstractmethod
from dataclasses import dataclass
from prompts import (
CategoryCatalog,
TRAIT_CATEGORIES,
build_system_prompt,
... | alielsokary/CaskFlow | scripts/llm_client.py | .py | 176e2c325e2767c8 | 7.5 | 9 |
#!/usr/bin/env python3
"""Mine each cask's earliest addition timestamp (UTC) from Homebrew's git history."""
from __future__ import annotations
import argparse
import json
import os
import re
import subprocess
import sys
import tempfile
from datetime import datetime, timezone
from pathlib import Path
REPO_ROOT = Path... | alielsokary/CaskFlow | scripts/mine_added_dates.py | .py | 89b43c41e856ef9f | 7.5 | 9 |
"""Build classification prompts from the live catalog and boundary rules."""
from __future__ import annotations
import json
from dataclasses import dataclass
from pathlib import Path
TRAIT_CATEGORIES: frozenset[str] = frozenset({"ai"})
SCOPE_RULES: dict[str, str] = {
"developerTools": (
"IDEs, code edi... | alielsokary/CaskFlow | scripts/prompts.py | .py | be69f886208c0a92 | 7.5 | 9 |
#!/usr/bin/env python3
"""Normalize typographic slop out of authored prose and generated data."""
# Only slop is listed. Real content (CJK, emoji, accented Latin) and meaningful
# notation (copyright, section, >=, arrows) are deliberately absent so they
# survive untouched. Characters are built with chr() so this file ... | alielsokary/CaskFlow | scripts/style_standards.py | .py | 13553a81a4416a5e | 7.5 | 9 |
"""Tests for old_tokens rename migration in classify_new_casks."""
from __future__ import annotations
from classify_new_casks import migrate_renames
def _existing(*tokens: str) -> dict:
return {"tokenToCategory": {t: {"primary": "utilities", "secondary": []} for t in tokens}}
def test_rename_migrates_classific... | alielsokary/CaskFlow | tests/test_renames.py | .py | d944d00e4a244872 | 8 | 9 |
"""Repository-wide text style standard checks."""
# Slop characters are built with chr() on purpose: literal ones would make this
# file fail its own guard.
from __future__ import annotations
import json
import subprocess
import unicodedata
from pathlib import Path
import style_standards
REPO_ROOT = Path(__file__).... | alielsokary/CaskFlow | tests/test_style_standards.py | .py | 53dea6c203ba4e2f | 8 | 9 |
#!/usr/bin/env python3
"""Tests for the pure helpers in bin/omarchy-jellyfin.
The CLI has no .py extension (it is meant to be run, not imported), so it is
loaded by path here.
"""
import contextlib
import importlib.util
import io
import json
import os
import socket
import stat
import tempfile
import threading
import ... | andreas-bylund/omarchy-jellyfin-music-plugin | tests/test_jellyfin.py | .py | fe4d49e5d82305f5 | 7.02 | 10 |
// Personal-account dedupe must survive a service worker restart.
//
// The dedupe state was a module-level Map. Chrome stops an MV3 worker after
// roughly thirty seconds idle and content.js checks every five minutes, so the
// advertised six-hour window was in practice one flag per check. This test
// evaluates backg... | AmanSK5/shadow-ai-guard | extension/tests/test_account_dedupe.js | .js | 471dd7cb97912b38 | 7.07 | 13 |
// Payment card detector: real card formats only, not any run of digits.
//
// The detector fired on SVG path and polygon data. The old pattern allowed a
// separator after every single digit, so `points="12 2 15 8 22 9 17 14"` was a
// candidate, and Luhn passes 10% of arbitrary digit runs so it filtered almost
// not... | AmanSK5/shadow-ai-guard | extension/tests/test_payment_card.js | .js | e1ff5a0dc5606923 | 7.07 | 13 |
// A paste-guard finding must survive the receiver being down.
//
// The guard warns or blocks locally whether or not anything is recorded, so a
// failed POST costs no protection. It costs the audit trail, and that is the
// half someone asks about weeks later: "did we stop a card number going into
// ChatGPT, and whe... | AmanSK5/shadow-ai-guard | extension/tests/test_pending_queue.js | .js | d90080fc4dd823b4 | 7.07 | 13 |
"""Governance decisions: what an organisation decided about a tool.
Separate from the registry on purpose. The registry answers "what is this tool
and how do I detect it", and it ships with the project. Governance answers
"what did this organisation decide about it", and it cannot ship with anything:
an upstream proje... | AmanSK5/shadow-ai-guard | portal/app/governance.py | .py | 785f2394cf0ac28c | 7.57 | 13 |
"""The identity map as portal-managed state.
It was the last piece of configuration that still needed kubectl: the
portal generated the proposal and could not accept the corrected version
back, so the loop ended at a ConfigMap. Same harness shape as the other
managed-mode suites.
"""
import json
import os
os.environ... | AmanSK5/shadow-ai-guard | receiver/tests/test_identity_map.py | .py | 463193a945845f8a | 8.07 | 13 |
# Copyright The OpenTelemetry Authors
# SPDX-License-Identifier: Apache-2.0
"""Conformance scenario: a qwen-agent agent run that calls a tool.
The tool actually runs, which is the point: an agent framework executes the
call itself rather than handing it back, so the tool execution is a span of
its own and not just a ... | open-telemetry/semantic-conventions-conformance | scenarios/gen-ai/python/qwen-agent/scenarios/automatic_tool_calling.py | .py | a9d3608f6dd4b092 | 7.45 | 7 |
#!/usr/bin/env python3
"""One-shot migration: restructure docs to YADE-native 11-category tree.
Moves every class JSON from the current 5-top-level layout
(engines/bodies/materials/shapes/interactions/...) to a YADE-native
11-top-level layout rooted in YADE's class hierarchy:
engine/ functor/ material/ shap... | yusong652/yade-mcp | scripts/restructure_docs.py | .py | c23c394ac71887e6 | 7.57 | 13 |
"""Runtime context collection from the bridge and injection into tool responses."""
import functools
import logging
from collections.abc import Awaitable, Callable
from typing import Any
from yade_mcp.bridge.client import get_bridge_client
from yade_mcp.settings import is_debug_mode
logger = logging.getLogger("yade-... | yusong652/yade-mcp | src/yade_mcp/bridge/context.py | .py | df2fd70e4c3875ac | 7.57 | 13 |
"""Runtime configuration for YADE MCP server."""
import os
from dataclasses import dataclass
def _env_float(name: str, default: float) -> float:
value = os.getenv(name)
if value is None:
return default
try:
return float(value)
except ValueError:
return default
@dataclass(fro... | yusong652/yade-mcp | src/yade_mcp/config.py | .py | e2aaaa7aaa020735 | 7.57 | 13 |
"""Unified tool response envelope contracts with response size enforcement."""
from __future__ import annotations
import json
from typing import Any, Literal
from pydantic import BaseModel, Field, model_validator
# Serialized response cap: 2^17 chars ≈ 32k English tokens, a tokenizer-free
# proxy sized so the large... | yusong652/yade-mcp | src/yade_mcp/contracts.py | .py | a3a5ac643bfc24d3 | 7.57 | 13 |
"""Unified document model for YADE search system."""
from dataclasses import dataclass, field
from typing import Any
@dataclass
class SearchDocument:
"""A searchable document with multi-field content."""
name: str
description: str
keywords: list[str]
category: str | None = None
metadata: dic... | yusong652/yade-mcp | src/yade_mcp/knowledge/search/document.py | .py | 445b7b825682c6d4 | 7.57 | 13 |
"""High-level YADE API search interface using BM25."""
import json
from pathlib import Path
from typing import Any
from yade_mcp.knowledge.loader import APILoader
from yade_mcp.knowledge.search.document import SearchDocument
from yade_mcp.knowledge.search.indexing.bm25_indexer import BM25Indexer
from yade_mcp.knowled... | yusong652/yade-mcp | src/yade_mcp/knowledge/search/engine.py | .py | aea97f1eedf32fab | 7.57 | 13 |
"""Text tokenization for YADE search system.
Handles CamelCase, underscores, dots, and YADE-specific naming conventions
like Ig2_Sphere_Sphere_ScGeom, Law2_ScGeom_FrictPhys_CundallStrack.
"""
import re
from yade_mcp.knowledge.search.preprocessing.stopwords import is_stopword
class TextTokenizer:
"""Tokenizer f... | yusong652/yade-mcp | src/yade_mcp/knowledge/search/preprocessing/tokenizer.py | .py | 2513d465e408b155 | 7.57 | 13 |
"""Task status query tool backed by yade-mcp-bridge."""
from typing import Any
from fastmcp import FastMCP
from yade_mcp.bridge import get_bridge_client
from yade_mcp.bridge.context import with_context
from yade_mcp.contracts import build_ok
from yade_mcp.formatting import (
build_bridge_error,
build_operati... | yusong652/yade-mcp | src/yade_mcp/tools/check_task_status.py | .py | 5887c190d6e1d366 | 7.57 | 13 |
"""YADE execute_code tool — synchronous code execution in YADE process."""
from typing import Any
from fastmcp import FastMCP
from yade_mcp.bridge import get_bridge_client
from yade_mcp.bridge.context import with_context
from yade_mcp.contracts import build_ok
from yade_mcp.formatting import build_bridge_error, buil... | yusong652/yade-mcp | src/yade_mcp/tools/execute_code.py | .py | 9706a398a3bbd971 | 7.57 | 13 |
"""YADE task execution tool backed by yade-mcp-bridge."""
from typing import Any
from fastmcp import FastMCP
from yade_mcp.bridge import get_bridge_client
from yade_mcp.bridge.context import with_context
from yade_mcp.contracts import build_ok
from yade_mcp.formatting import build_bridge_error, build_operation_error... | yusong652/yade-mcp | src/yade_mcp/tools/execute_task.py | .py | 28b70010b62ad26b | 7.57 | 13 |
"""Task interruption tool backed by yade-mcp-bridge."""
from typing import Any
from fastmcp import FastMCP
from yade_mcp.bridge import get_bridge_client
from yade_mcp.bridge.context import with_context
from yade_mcp.contracts import build_ok
from yade_mcp.formatting import build_bridge_error, build_operation_error
f... | yusong652/yade-mcp | src/yade_mcp/tools/interrupt_task.py | .py | 8097af508c8f4b34 | 7.57 | 13 |
"""Task listing tool backed by yade-mcp-bridge."""
from typing import Any
from fastmcp import FastMCP
from yade_mcp.bridge import get_bridge_client
from yade_mcp.bridge.context import with_context
from yade_mcp.contracts import build_ok
from yade_mcp.formatting import (
build_bridge_error,
build_operation_er... | yusong652/yade-mcp | src/yade_mcp/tools/list_tasks.py | .py | 97cfc1bb7e478327 | 7.57 | 13 |
"""YADE Python API Query Tool - Keyword search for API documentation."""
from typing import Any
from fastmcp import FastMCP
from yade_mcp.contracts import build_docs_data, build_ok
from yade_mcp.knowledge.search import APISearch
from yade_mcp.utils import PythonAPISearchQuery, SearchLimit
def register(mcp: FastMCP... | yusong652/yade-mcp | src/yade_mcp/tools/query_api.py | .py | 0d053ad72976d032 | 7.57 | 13 |
"""Validation models and utilities for YADE MCP tools."""
from pathlib import PurePosixPath, PureWindowsPath
from typing import Annotated
from pydantic import Field
from pydantic.functional_validators import AfterValidator
# Search limits
DEFAULT_SEARCH_LIMIT = 10
MAX_SEARCH_LIMIT = 20
# Task/output pagination
DEFA... | yusong652/yade-mcp | src/yade_mcp/utils.py | .py | 2a11559ea8ea39d1 | 7.57 | 13 |
"""Tests for waitForBackgroundRun — the post-exec O.wait() that
aligns task lifetime with cycling lifetime (fixes wait=False orphan
cycling + silent-success bugs)."""
import sys
import types
from unittest.mock import MagicMock
import pytest
from yade_mcp_bridge.execution.taskRunner import TaskRunner
from yade_mcp_bri... | yusong652/yade-mcp | tests/bridge/test_background_run.py | .py | ad513efc4c15d87e | 8.07 | 13 |
"""Tests for the shared execution error formatter.
`formatExecutionError` is the one-and-only truth about how user-code
exceptions get packaged for the LLM — filtering out YADE/bridge frames,
capping the inline traceback, and handing off to an overflow log when
the excerpt is truncated. Both execute_code and execute_t... | yusong652/yade-mcp | tests/bridge/test_error_helper.py | .py | 681efe195819cdd0 | 8.07 | 13 |
"""Tests for TaskRunner's AsyncAbort path — the async-exc escape
hatch that handles pure-Python deadloops that the flag/PyRunner path
cannot reach."""
import sys
import types
from unittest.mock import MagicMock
import pytest
from yade_mcp_bridge.execution.taskRunner import TaskRunner
from yade_mcp_bridge.runtime.sign... | yusong652/yade-mcp | tests/bridge/test_script_interrupt.py | .py | 9e94c7fdb02a661a | 8.07 | 13 |
"""Tests for bridge interrupt signal mechanism."""
import threading
import time
import pytest
from yade_mcp_bridge.runtime.signals import (
clearCurrentTask,
clearInterrupt,
getCurrentTask,
getExecThread,
isTaskInterruptRequested,
registerExecThread,
requestInterrupt,
setCurrentTask,
... | yusong652/yade-mcp | tests/bridge/test_signals.py | .py | fb569dffab43e5bf | 8.07 | 13 |
"""Tests for the async-exception termination helpers."""
import threading
import time
import pytest
from yade_mcp_bridge.execution.termination import AsyncAbort, injectAsyncException
class TestInjectAsyncException:
def test_terminates_tight_python_loop(self):
"""A pure Python loop hits a bytecode edge e... | yusong652/yade-mcp | tests/bridge/test_termination.py | .py | 7f67375c90dc676a | 8.07 | 13 |
"""Shared test fixtures.
Provides an in-process bridge server fixture so the MCP client can be
tested without a YADE runtime or the ``yade_mcp_bridge`` package. It
speaks the same JSON-over-HTTP protocol as the real bridge (``POST
/<command>`` for request/response plus a ``GET /events`` SSE stream); the
response shape... | yusong652/yade-mcp | tests/conftest.py | .py | cea2797dca42f5a3 | 8.07 | 13 |
"""应用配置，从环境变量中加载。"""
import os
from dotenv import load_dotenv
load_dotenv()
def ensure_valid_api_key(api_key: str | None = None) -> str:
"""校验 API Key，拒绝空值或 .env.example 中的示例占位 Key。"""
key = (api_key or settings.LLM_API_KEY or "").strip()
lowered = key.lower()
if not key or "your-api-key" in lowered... | ACDD49967/TRPG-AI-DM | backend/config.py | .py | aa133b519bc2ebfd | 7.42 | 6 |
"""异步 SQLAlchemy 数据库引擎与会话工厂。"""
from sqlalchemy.ext.asyncio import AsyncSession, async_sessionmaker, create_async_engine
from sqlalchemy.orm import DeclarativeBase
from backend.config import settings
engine = create_async_engine(settings.DATABASE_URL, echo=False)
async_session = async_sessionmaker(engine, class_=Asy... | ACDD49967/TRPG-AI-DM | backend/database.py | .py | d241cc2bd7d8da2a | 7.42 | 6 |
"""DM 工具箱——固定程序工具，减少 LLM 自由发挥与 token 消耗。
包含：
- 掷骰解析
- NPC 名字生成
- NPC 怪癖生成
- 遭遇难度参考
- 财宝掉落参考
- 知识库检索
"""
from __future__ import annotations
import random
from typing import Any
from backend.knowledge_base import get_knowledge_base
def roll_dice(spec: str) -> int:
"""解析 '2d6+3' 并返回结果。"""
import re
m = r... | ACDD49967/TRPG-AI-DM | backend/dm_toolbox.py | .py | aba773978fcf874c | 7.42 | 6 |
"""低成本后台剧情推进器。
目标：
- 世界在玩家视线之外继续推进：暗线、重要人物、大事件的后续影响。
- 不占用玩家回合的叙事，不额外生成大段文本。
- 通过“低频触发 + 小 max_tokens + 精简 JSON”控制 token 消耗。
"""
from __future__ import annotations
import asyncio
import json
import re
from typing import Any
from openai import AsyncOpenAI
from backend.config import ensure_valid_api_key, settings
fr... | ACDD49967/TRPG-AI-DM | backend/engine/background_events.py | .py | b31932c06117f1a1 | 7.42 | 6 |
"""分层记忆系统——维持叙事一致性的核心组件。
三层记忆架构：
第1层 — 活跃上下文：最近N轮完整对话记录
第2层 — 摘要缓冲区：由旧轮次压缩而成的叙事摘要
第3层 — 向量长期记忆：关键事实（Phase 3 实现）
记忆系统将三层信息拼接为一个上下文块，注入每次 LLM 调用的 System Prompt。
"""
from dataclasses import dataclass, field
@dataclass
class DialogueTurn:
"""一轮完整的玩家-DM交互记录。"""
player_input: str # 玩家输入的行动
dm_re... | ACDD49967/TRPG-AI-DM | backend/engine/memory.py | .py | 6483c354c482c006 | 7.42 | 6 |
"""DM 根据剧本大纲、角色背景与财宝规则生成起始金币。"""
from __future__ import annotations
import asyncio
import json
import re
from openai import AsyncOpenAI
from backend.config import ensure_valid_api_key, settings
from backend.engine.game_systems import get_starting_gold
STARTING_GOLD_PROMPT = """你是TRPG主持人。请严格阅读以下D&D 5e起始财富规则，然后根据剧本大纲... | ACDD49967/TRPG-AI-DM | backend/engine/starting_gold.py | .py | 7657a5a409060eb8 | 7.42 | 6 |
"""SQLite 长期记忆存储——按 username 租户隔离，用于跨存档复用世界事实。"""
from __future__ import annotations
import sqlite3
from pathlib import Path
DB_PATH = Path("data") / "long_term_memory.db"
def _conn() -> sqlite3.Connection:
DB_PATH.parent.mkdir(parents=True, exist_ok=True)
conn = sqlite3.connect(str(DB_PATH))
conn.exec... | ACDD49967/TRPG-AI-DM | backend/long_term_memory.py | .py | ee6a95feed7e4a81 | 7.42 | 6 |
"""TRPG AI 跑团主持的 SQLAlchemy ORM 数据模型。"""
import uuid
from datetime import datetime
from typing import Any
from sqlalchemy import DateTime, Float, ForeignKey, Integer, String, Text
from sqlalchemy.dialects.sqlite import JSON
from sqlalchemy.orm import Mapped, mapped_column, relationship
from backend.database import B... | ACDD49967/TRPG-AI-DM | backend/models.py | .py | a86135d200939779 | 7.42 | 6 |
"""An append-only, bounded local activity log — what actually happened,
for the Activity page and for deciding which desktop notifications to fire.
Structural/metadata only, the same boundary as everywhere else here: an
event's `text` is a locally generated description (e.g. "Rotated Work Max →
Personal Max"), never r... | DevDock-AI/claude-unlimited | claude_unlimited/activity.py | .py | cb5d9fdc7349b42a | 7.45 | 7 |
from __future__ import annotations
import json
import os
import threading
from dataclasses import asdict, dataclass, field, replace
from pathlib import Path
from typing import List, Optional
APP_DIR = Path.home() / ".claude-unlimited"
CONFIG_FILE = APP_DIR / "config.json"
# The isolated per-account login directories... | DevDock-AI/claude-unlimited | claude_unlimited/config.py | .py | d25019690275d843 | 7.45 | 7 |
"""Sends one minimal live request through a specific Profile's stored
credential to confirm that account can serve traffic right now.
Deliberately bypasses the Router: it tests the one Profile the caller asked
about, not whichever Profile is currently eligible. Costs at most a handful
of tokens (max_tokens=1, a one-wo... | DevDock-AI/claude-unlimited | claude_unlimited/connection_test.py | .py | 814f5ed243554519 | 7.95 | 7 |
"""The one place a Profile "kind"'s identity is declared. See
docs/ARCHITECTURE.md for the wider connector design.
Without this registry, a kind's name lives in `_VALID_KINDS` /
`_VALID_AUTH_MODES` in profiles.py plus a scattering of `if p.kind == "..."`
branches, and adding one means grepping for every existing kind ... | DevDock-AI/claude-unlimited | claude_unlimited/connectors.py | .py | 432fd71ed02ed5b0 | 7.45 | 7 |
"""Daemon install/auto-start interface: install/uninstall/is_installed/status/
start/stop. The single point that knows which OS backend to use — every
other module imports THIS package, never a specific backend module. See
docs/adr/0002-pluggable-secret-store-and-daemon-installer.md. Supporting a
new OS means adding a ... | DevDock-AI/claude-unlimited | claude_unlimited/daemon_installer/__init__.py | .py | ebe16ede4ed87c51 | 7.45 | 7 |
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