text stringlengths 185 73.3k | repo stringlengths 7 100 | path stringlengths 4 146 | language stringclasses 7
values | hash stringlengths 16 16 | score float64 7 8.5 | stars int64 0 237k |
|---|---|---|---|---|---|---|
"""Report cosmic-ray survivors with the tests that ran against each.
A count is not a report. `lesson-a-mutation-harness-reports-shape-not-just-pass`
records the reason: a mutant that kills fewer, or different, tests than expected
is itself the finding, and a harness printing only KILLED or SURVIVED hides it.
So this ... | nordscope-fi/Discord-stoat-ferry | scripts/mutation_report.py | .py | e9639ad72a8d75b5 | 7.5 | 9 |
"""Server blueprint export, import, and build — portable server structure definitions."""
from __future__ import annotations
import json
from dataclasses import dataclass, field
from typing import TYPE_CHECKING, Any
from discord_ferry.core.atomicio import atomic_write_text
if TYPE_CHECKING:
from pathlib import ... | nordscope-fi/Discord-stoat-ferry | src/discord_ferry/blueprint.py | .py | efec623c3f9de52f | 7.5 | 9 |
"""Entry-point dispatch and console acquisition for the frozen binary.
PyInstaller's entry script is gui.py, whose main() never read sys.argv, so the
packaged Ferry.exe discarded every argument including --help (issue #123). It is
also built with console=False, which means that on Windows sys.stdout and
sys.stderr are... | nordscope-fi/Discord-stoat-ferry | src/discord_ferry/core/entry.py | .py | 723fc96e152b1ba3 | 7.5 | 9 |
"""Always-on file logging with token redaction.
Ferry ships its GUI as a windowed PyInstaller binary (``ferry.spec`` sets
``console=False``), which means ``sys.stdout`` and ``sys.stderr`` are ``None``.
Nothing in ``src/`` ever attached a logging handler, so the 13 module loggers --
and, worse, NiceGUI's own uncaught-b... | nordscope-fi/Discord-stoat-ferry | src/discord_ferry/core/logging_setup.py | .py | 0b72e7a34fbcdb6c | 7.5 | 9 |
"""Async HTTP client for the Discord REST API (guild metadata only)."""
from __future__ import annotations
import asyncio
import json
import logging
import math
from typing import TYPE_CHECKING, Any, cast
import aiohttp
from discord_ferry.core.http import proxy_error_is_permanent, proxy_hint, tls_hint
from discord_... | nordscope-fi/Discord-stoat-ferry | src/discord_ferry/discord/client.py | .py | 766e4a621b40f0ee | 7.5 | 9 |
"""Dataclasses for Discord REST API responses."""
from dataclasses import dataclass, field
@dataclass
class PermissionOverwrite:
"""A single permission overwrite entry from a Discord channel."""
id: str
type: int # 0 = role, 1 = member
allow: int # Discord permission bitfield
deny: int # Disc... | nordscope-fi/Discord-stoat-ferry | src/discord_ferry/discord/models.py | .py | 37d2fde92bb9edfd | 7.5 | 9 |
"""Pure parser for DiscordChatExporter (DCE) stdout lines.
Public surface:
- parse_dce_line(line: str) -> ParsedDceLine (total, no I/O)
- ParsedDceLine = PerChannel | Phase | Success | Banner | StatusDot | Error | Raw
This module has zero side effects and zero subprocess interaction. The runner
calls parse_dce_l... | nordscope-fi/Discord-stoat-ferry | src/discord_ferry/exporter/dce_output.py | .py | ca0a070349923609 | 7.5 | 9 |
"""DCE binary download, verification, and platform detection."""
from __future__ import annotations
import asyncio
import hashlib
import io
import json as _json
import logging
import platform
import subprocess
import time as _time
import zipfile
from pathlib import Path
from typing import TYPE_CHECKING
import aiohtt... | nordscope-fi/Discord-stoat-ferry | src/discord_ferry/exporter/manager.py | .py | 7690ecff5a7e943e | 7.5 | 9 |
"""Async subprocess execution for DiscordChatExporter."""
from __future__ import annotations
import asyncio
import contextlib
import logging
import os
import shutil
import signal
import subprocess
import sys
import time
from dataclasses import dataclass, field
from typing import TYPE_CHECKING
import aiohttp
from di... | nordscope-fi/Discord-stoat-ferry | src/discord_ferry/exporter/runner.py | .py | 099cea0b80f68c10 | 7.5 | 9 |
"""Live validation probe for a Stoat instance (read-mostly diagnostics)."""
from __future__ import annotations
import contextlib
import struct
import tempfile
import zlib
from dataclasses import dataclass, field
from pathlib import Path
from typing import TYPE_CHECKING, Any
import aiohttp # noqa: TCH002
from disco... | nordscope-fi/Discord-stoat-ferry | src/discord_ferry/migrator/probe.py | .py | 6ce0bc4f6b3940dd | 7.5 | 9 |
"""String sanitization helpers for Stoat API field limits and filesystem safety."""
from __future__ import annotations
import re
# Stoat API enforces maxLength: 32 on most name fields.
_DEFAULT_MAX_LENGTH = 32
# Emoji names must match ^[a-z0-9_]+$ per OpenAPI spec.
_EMOJI_NAME_RE = re.compile(r"[^a-z0-9_]")
# Char... | nordscope-fi/Discord-stoat-ferry | src/discord_ferry/migrator/sanitize.py | .py | 78b802d272b0c3a2 | 7.5 | 9 |
"""Migration report generator."""
from __future__ import annotations
import json
from datetime import datetime
from typing import TYPE_CHECKING
from discord_ferry.core.atomicio import atomic_write_text
from discord_ferry.core.security import safe_sanitize, sanitize_secrets, scrub_document
from discord_ferry.discord.... | nordscope-fi/Discord-stoat-ferry | src/discord_ferry/reporter.py | .py | 2db7c8b539bc0a6f | 7.5 | 9 |
"""State-only migration stats summarizer.
This module exists to give ``ferry stats <output-dir>`` everything it needs
without re-parsing DCE exports or reconstructing FerryConfig. Contract:
``summarize_state`` takes a ``MigrationState`` and returns a typed
``StateSummary`` — no I/O, no external dependencies beyond rep... | nordscope-fi/Discord-stoat-ferry | src/discord_ferry/stats.py | .py | b18a9c922c6bbdfd | 7.5 | 9 |
#!/usr/bin/env python3
"""Print the containing Teamwork checkout root after validating its layout."""
from __future__ import annotations
import json
import stat
from pathlib import Path
from typing import Any
SUPPORTED_AGENT_HOSTS = frozenset({"codex", "cursor", "claude"})
REQUIRED_CHECKOUT_FILES = {
"VERSION",... | JinPLu/Teamwork | scripts/plugin-runtime-root.py | .py | cfafc9f37e41c10a | 7.54 | 11 |
"""Setup hook for memory-system: directory tree, stub files, yaml edits,
optional schedule overlay."""
from __future__ import annotations
import io
from pathlib import Path
from ruamel.yaml import YAML
from aegis.config.edit import add_agent as _add_agent
from aegis.plugins.install_context import InstallContext
from... | apiad/aegis | plugins/memory-system/_install.py | .py | f715a7a758970b16 | 7.66 | 20 |
"""skill-system plugin: replicates Claude-Code's skill-selection on any harness.
A pre_turn hook injects a numbered menu of available skills as a system
context block. A first-class MCP tool exposes load_skill(name) so the
agent can pull the full body when relevant.
Skills live as Claude-Code-compatible markdown file... | apiad/aegis | plugins/skill-system/skill_system.py | .py | 45f2ae60ddcaa97c | 7.66 | 20 |
"""Install hook for socks-proxy: prompt for endpoint, generate the conf."""
from __future__ import annotations
import shutil
from aegis.plugins.install_context import InstallContext
CONF_BODY_TEMPLATE = """\
# Generated by the aegis socks-proxy plugin.
#
# Edit the [ProxyList] entry below to point at your SOCKS end... | apiad/aegis | plugins/socks-proxy/_install.py | .py | 6b0caf5b9c727236 | 7.66 | 20 |
"""socks-proxy plugin: tunnel harness subprocesses through a SOCKS proxy.
A ``pre_spawn`` hook prepends ``proxychains4 -q -f <conf>`` to the argv
of every harness session, so the spawned ``claude`` / ``gemini`` /
``opencode`` process talks to its API endpoint via the configured SOCKS
proxy. proxychains4 intercepts ``c... | apiad/aegis | plugins/socks-proxy/socks_proxy.py | .py | c1f130f0e8d955f4 | 7.66 | 20 |
"""Assemble a bounded conversation window for `/btw`.
Pure: events in, text out. No LLM, no disk, no bridge — which is why this
is the piece worth testing hard. Everything downstream of it is one API
call.
Two properties are invariants rather than details:
- **Newest-first.** The window fills backwards from the newe... | apiad/aegis | src/aegis/btw/window.py | .py | 003144567b21d463 | 7.66 | 20 |
"""Compute USD cost from SessionMetrics + price table."""
from __future__ import annotations
from dataclasses import dataclass
from decimal import Decimal
from aegis.budget.prices import lookup
_MILLION = Decimal("1000000")
@dataclass(frozen=True)
class Cost:
"""A worker's finalized cost, ready to land on a ta... | apiad/aegis | src/aegis/budget/cost.py | .py | e6a723e5ae90c351 | 7.66 | 20 |
"""Typed exceptions for budget rejection."""
from __future__ import annotations
from aegis.budget.evaluator import Decision
class BudgetExceeded(Exception):
"""Raised when a queue's budgets reject an enqueue.
Carries the full Decision so callers can inspect blocked_by /
unblock_at and choose a retry str... | apiad/aegis | src/aegis/budget/errors.py | .py | 4ad62b5092a07836 | 7.66 | 20 |
"""Pure markdown section parser/writer for shared canvases.
Sections are top-level ``## headings``. Pre-``##`` text goes in the
implicit ``_preamble`` section. A file with no ``##`` headings is one
big ``body`` section.
No I/O here — this module just round-trips text ↔ ordered sections.
"""
from __future__ import ann... | apiad/aegis | src/aegis/canvas/parser.py | .py | 1144a009897d350d | 7.66 | 20 |
"""``aegis models`` CLI subapp — inspect and manage the model registry.
Subcommands:
- ``refresh`` — synchronously refetch ``~/.cache/aegis/models.yaml`` from
the upstream GitHub raw URL and force the in-memory registry to reload.
Use this when you just pushed a new ``models.yaml`` and don't want to
wait for th... | apiad/aegis | src/aegis/cli_models.py | .py | 0561d9fbc932103f | 7.66 | 20 |
"""`aegis plugin ...` Typer subapp."""
from __future__ import annotations
from pathlib import Path
import typer
from rich.console import Console
from rich.table import Table
from aegis.plugins import lockfile
from aegis.plugins.install import InstallError, install_plugin
from aegis.plugins.uninstall import Uninstall... | apiad/aegis | src/aegis/cli_plugin.py | .py | 7b298351ad6d5f17 | 7.66 | 20 |
"""Declarative argument parsing for slash commands.
A command declares an ``ArgSpec`` (positionals + flags); ``parse`` turns the
raw argument string into a validated ``Args``. Parsing rule: ``--flag`` tokens
are recognized anywhere among the non-greedy positionals (so a boolean flag
may lead or trail), while positiona... | apiad/aegis | src/aegis/commands/args.py | .py | b47f1b9c12abb4a3 | 7.66 | 20 |
"""`/loop` — arm a looping instruction on this pane's session.
The instruction is re-delivered at every turn boundary where the session
would otherwise settle idle, until the agent reaps it with aegis_loop_stop,
the iteration cap is reached, or the operator stops it.
"""
from __future__ import annotations
from aegis.... | apiad/aegis | src/aegis/commands/builtins/loop.py | .py | 34018c7ba602ee41 | 7.66 | 20 |
"""``/usage`` — session usage & cost analytics, rendered as a transcript
block. Reuses the same engine + renderer as the ``aegis usage`` CLI, so the
TUI and web client show identical data. Read-only.
/usage dashboard (cost, averages, models, tools, top)
/usage tools tool → cos... | apiad/aegis | src/aegis/commands/builtins/usage.py | .py | 19b754bf092bf895 | 7.66 | 20 |
#!/usr/bin/env python3
"""CI check requiring a CHANGELOG.md update on PRs unless labeled 'no-changelog'."""
from __future__ import annotations
import json
import os
import subprocess
import sys
from pathlib import Path
OPT_OUT_LABEL = "no-changelog"
CHANGELOG_FILENAME = "CHANGELOG.md"
def get_pr_labels(event_path:... | Rekin226/aquascope | .github/scripts/check_changelog.py | .py | f6209266acff3dd5 | 7.65 | 19 |
"""
AquaScope — Open-source water data aggregation and AI-powered research methodology recommender.
Collects water-quality, hydrology, and environmental data from Taiwan's open APIs
and global sources (USGS, UN SDG 6, GEMStat, WQP), then uses AI to suggest
suitable research methodologies for water-related studies.
Qu... | Rekin226/aquascope | aquascope/__init__.py | .py | 9708071bdc78a30a | 7.65 | 19 |
"""Daily soil water balance model.
Implements the FAO-56 single crop coefficient approach for
tracking soil moisture depletion and irrigation scheduling.
The water balance equation::
Dr,i = Dr,i-1 - (P - RO)i - Ii - CRi + ETc,i + DPi
where:
Dr = root zone depletion (mm)
P = precipitation
RO = runof... | Rekin226/aquascope | aquascope/agri/water_balance.py | .py | 796429f289e50938 | 7.65 | 19 |
"""A dependency-free OpenAI-compatible chat client (``urllib`` only).
Why: the ``openai`` SDK pulls in a compiled JSON parser and cannot be
installed in Pyodide, so the Explorer's browser worker could not run
:func:`aquascope.ai_engine.analyst.ask`. This client speaks the same
``/chat/completions`` protocol (messages,... | Rekin226/aquascope | aquascope/ai_engine/llm_transport.py | .py | 71ea90b90e0849fc | 7.65 | 19 |
"""
Model recommender — expert-curated decision matrix mapping challenge types to models.
Works alongside the existing research-methodology recommender by providing
model-specific recommendations for predictive / forecasting tasks.
"""
from __future__ import annotations
import logging
from dataclasses import datacla... | Rekin226/aquascope | aquascope/ai_engine/model_recommender.py | .py | e9cb77745fdfcb98 | 7.65 | 19 |
"""
Natural-language challenge planner — parses user descriptions into structured challenges.
Works entirely offline via keyword matching (no LLM required).
"""
from __future__ import annotations
import logging
import re
from dataclasses import dataclass, field
logger = logging.getLogger(__name__)
_CHALLENGE_KEYWO... | Rekin226/aquascope | aquascope/ai_engine/planner.py | .py | 3c57d57bdaee21b9 | 7.65 | 19 |
"""The LLM providers AquaScope can talk to, in one place.
There used to be three lists that disagreed: :mod:`aquascope.ai_engine.analyst`
(the tool loop), :mod:`aquascope.ai_engine.recommender` (the dashboard picker)
and ``explorer/app.js`` (the browser). They drifted, and when Groq retired
``llama-3.3-70b-versatile``... | Rekin226/aquascope | aquascope/ai_engine/providers.py | .py | 81c67de8ad317b2b | 7.65 | 19 |
"""Run model-written Python against aquascope, inside limits.
The Analyst's ten tools cover the questions we anticipated. The ones we did not
anticipate ("decadal maxima", "the ratio of these two records", "the same
analysis for every donor") need code, and the whole library is already loaded
next to the data: in the ... | Rekin226/aquascope | aquascope/ai_engine/sandbox.py | .py | f07ee2c5b4eeccbf | 7.65 | 19 |
"""Check an answer against the tool results it was supposed to come from.
The Analyst's strongest property is that the Data and Methods sections are
assembled from tool output rather than written by the model. The prose in
between is still the model's, and that is where a wrong number can appear: a
return level quoted... | Rekin226/aquascope | aquascope/ai_engine/verify.py | .py | a66d896c9e82fdb1 | 7.65 | 19 |
"""
Exploratory Data Analysis (EDA) module.
Auto-profiles water quality datasets and generates summary reports
with statistics, distributions, correlations, and coverage maps.
"""
from __future__ import annotations
import logging
from dataclasses import dataclass, field
import pandas as pd
from aquascope.ai_engine... | Rekin226/aquascope | aquascope/analysis/eda.py | .py | a32ded9ee28ff306 | 7.65 | 19 |
"""Extreme-value and flood/drought frequency analysis.
Block-maxima frequency analysis for hydrological extremes. Fits the
Generalised Extreme Value (GEV), Log-Pearson Type III (LP3) and Gumbel
distributions to a series of annual maxima and estimates return levels
(design magnitudes) for a set of return periods, with ... | Rekin226/aquascope | aquascope/analysis/extreme_events.py | .py | 160db82c4628866d | 7.65 | 19 |
"""
Data quality assessment and preprocessing pipeline.
Evaluates completeness, consistency, outliers, and duplicates in
collected water data, then applies configurable preprocessing steps.
"""
from __future__ import annotations
import logging
from dataclasses import dataclass, field
import pandas as pd
logger = l... | Rekin226/aquascope | aquascope/analysis/quality.py | .py | 48659673a9fb70a5 | 7.65 | 19 |
"""Read the published station catalog (the Archive) without any agency call.
``load_stations()`` downloads ``stations.parquet`` from the Hugging Face
dataset once a day into a local cache and returns plain dicts, so the MCP
server, the CLI and notebooks can answer "which gauges are near X" in
milliseconds. Falls back ... | Rekin226/aquascope | aquascope/archive/catalog.py | .py | 7f3266895f41a380 | 7.65 | 19 |
"""
Drought challenge handler — SPI-based monitoring, forecasting, and water balance.
"""
from __future__ import annotations
import logging
import pandas as pd
logger = logging.getLogger(__name__)
class DroughtChallenge:
"""High-level interface for drought monitoring and forecasting.
Uses SPI (Standardis... | Rekin226/aquascope | aquascope/challenges/drought.py | .py | 9b537e16f00d36e0 | 7.65 | 19 |
"""
Flood challenge handler — forecasting, risk assessment, and return-period estimation.
"""
from __future__ import annotations
import logging
import pandas as pd
logger = logging.getLogger(__name__)
class FloodChallenge:
"""High-level interface for flood forecasting and risk assessment.
Combines stream... | Rekin226/aquascope | aquascope/challenges/flood.py | .py | 855074bf75f19056 | 7.65 | 19 |
"""
Water-quality challenge handler — anomaly detection, WHO guidelines, and trend analysis.
"""
from __future__ import annotations
import logging
import pandas as pd
logger = logging.getLogger(__name__)
WHO_GUIDELINES: dict[str, tuple[float, float]] = {
"ph": (6.5, 8.5),
"dissolved_oxygen": (5.0, float("i... | Rekin226/aquascope | aquascope/challenges/quality.py | .py | 1da0ebc8b3d92bae | 7.65 | 19 |
#!/usr/bin/env python3
"""
MSPlay IPTV - Modern IPTV Channel Scraper and Validator
GitHub: https://github.com/januaropik3/msplayiptv
"""
import logging
import sys
from pathlib import Path
from typing import Optional
# Add src to path
sys.path.insert(0, str(Path(__file__).parent / "src"))
from src import (
scrape... | hirotomasato/msplayiptv | main.py | .py | 44da4edf5169bea1 | 7.52 | 10 |
#!/usr/bin/env python3
"""
Update README.md with current statistics
"""
import json
import re
from pathlib import Path
from datetime import datetime, timezone
def load_stats():
"""Load statistics from stats.json"""
stats_file = Path("static/stats.json")
if not stats_file.exists():
return None
... | hirotomasato/msplayiptv | scripts/update_readme_stats.py | .py | e5e76e806bdf2916 | 7.52 | 10 |
"""
Configuration module for MSPlay IPTV
"""
from typing import Dict, List
from dataclasses import dataclass
@dataclass
class Config:
"""Application configuration"""
# M3U sources
M3U_SOURCES: Dict[str, str] = None
# Target categories to include
TARGET_CATEGORIES: List[str] = None
... | hirotomasato/msplayiptv | src/config.py | .py | 49e50df5045bf53d | 7.52 | 10 |
"""
M3U File Generator and Manager
"""
from typing import List, Dict
from pathlib import Path
import logging
from datetime import datetime, timezone
from .models import Channel, ChannelCategory
from .utils import ensure_directory, format_number
from .config import config
logger = logging.getLogger(__name__)
class M3... | hirotomasato/msplayiptv | src/generator.py | .py | 215f0b951262ac97 | 7.52 | 10 |
"""
Data models for MSPlay IPTV
"""
from dataclasses import dataclass
from typing import Optional, Dict, Any
from enum import Enum
class ChannelCategory(Enum):
"""Channel categories"""
KIDS = "Kids"
MOVIES = "Movies"
SPORTS = "Sports"
NEWS = "News"
MUSIC = "Music"
ENTERTAINMENT = "Entertain... | hirotomasato/msplayiptv | src/models.py | .py | 8c17ee1ad3a58aa1 | 7.52 | 10 |
"""
Utilities for MSPlay IPTV
"""
import re
import time
import requests
from typing import Optional, Tuple, List
from pathlib import Path
import logging
from .models import Channel, ChannelCategory
# Setup logging
logging.basicConfig(level=logging.INFO)
logger = logging.getLogger(__name__)
class CategoryExtractor:
... | hirotomasato/msplayiptv | src/utils.py | .py | 791ac58db63d98f8 | 7.52 | 10 |
"""
IPTV Channel Validator
"""
import asyncio
import time
from typing import List, Tuple
from concurrent.futures import ThreadPoolExecutor, as_completed
import logging
from .models import Channel, ValidationResult, ValidationStats
from .utils import StreamValidator, format_time
from .config import config
logger = log... | hirotomasato/msplayiptv | src/validator.py | .py | 93c414e3d895ffbc | 7.52 | 10 |
#!/usr/bin/env python3
"""fleet-boot-gate — two-level "cheap insurance" at boot.
Level 1 (APPLICATION): fast weight integrity — size + first/last 1 MiB
sha256 of every GGUF against fleet/boot-gate-baseline.json (pinned in the
repo next to the full sha256s in models/models.ini). ~2 s for all 5 files
vs ~45 s for the fu... | PieBru/Qwen-3.8-27B_Strix-Halo_gfx1151 | fleet/fleet-boot-gate.py | .py | f72d335ed56d8a9f | 7.5 | 9 |
#!/usr/bin/env python3
"""fleet-pre-drain — automatic zero-loss drain at shutdown.
Runs from fleet-pre-drain.service (SYSTEM unit, Before=shutdown.target,
User=piero — see that file for why system-level: user units cannot order
against system shutdown targets). Steps:
1. Which halo am I? (halo1=strixy2, halo2=strixy-... | PieBru/Qwen-3.8-27B_Strix-Halo_gfx1151 | fleet/fleet-pre-drain.py | .py | 66b3f24972a28bdd | 7.5 | 9 |
#!/usr/bin/env python3
"""lane-drain (traddy) — drain the capability lane before this box shuts down.
traddy is NOT a VIP member, so "drain" = disable server traddy/traddy on
BOTH halos' haproxy (whichever owns the VIP serves traffic; disabling on
both is idempotent and covers a failover mid-shutdown), then wait until... | PieBru/Qwen-3.8-27B_Strix-Halo_gfx1151 | fleet/traddy/lane-drain.py | .py | 77e378979a635098 | 7.5 | 9 |
#!/usr/bin/env python3
"""lane-enable (traddy) — bring the capability lane back after boot.
Order: ff-pull the clone (deploy discipline), wait for the local router
to be healthy (lazy builds can be slow), re-enable traddy/traddy on both
halos (undo a shutdown drain — haproxy MAINT survives traddy reboots),
then fire a... | PieBru/Qwen-3.8-27B_Strix-Halo_gfx1151 | fleet/traddy/lane-enable.py | .py | 0d06ce8d22480334 | 7.5 | 9 |
import re
import sys
import argparse
def minify_jinja(content):
"""
Minifies a Jinja2 template by removing comments and collapsing whitespace.
This function is designed to be "safe" for chat templates:
1. It removes all Jinja2 comments.
2. It replaces newlines with spaces to ensure words don't... | PieBru/Qwen-3.8-27B_Strix-Halo_gfx1151 | results/froggeric-suite/minify_jinja.py | .py | a963cacff255ff39 | 7.5 | 9 |
#!/usr/bin/env python3
import os
os.chdir(os.path.dirname(os.path.abspath(__file__)) + "/..") # repo root (script lives in scripts/)
"""e4 fill-decode decay battery — re-measures the README fill-decay table.
Why: the adversarial audit (2026-08-23) flagged that the original decode-vs-
filled table (24.7 -> 9.8 t/s) ha... | PieBru/Qwen-3.8-27B_Strix-Halo_gfx1151 | scripts/e4_decay_battery.py | .py | 7af86c38ce63c3cb | 7.5 | 9 |
#!/usr/bin/env python3
"""Split README.md into front page + docs/ detail pages (one-shot tool).
Keeps in README: Why/TL;DR/headlines/quickstart/repo contents/recipes table
+ dial, Lessons, Thanks, License. Moves deep chapters to docs/ pages by
reader intent. Old external anchors preserved via stub headings in README.
... | PieBru/Qwen-3.8-27B_Strix-Halo_gfx1151 | tools/split_readme.py | .py | d37d95dba6f54568 | 7.5 | 9 |
#!/usr/bin/env python
"""boto3 Bedrock Runtime client traced via braintrust.auto_instrument()."""
import os
import braintrust
braintrust.auto_instrument()
braintrust.init_logger(project="example-bedrock")
import boto3 # noqa: E402
MODEL = os.getenv("BRAINTRUST_BEDROCK_MODEL", "us.amazon.nova-lite-v1:0")
REGION ... | braintrustdata/braintrust-sdk-python | examples/bedrock_runtime/example.py | .py | 8c5343b8f3ac08ce | 7.63 | 17 |
#!/usr/bin/env python
"""DSPy ReAct agent traced via braintrust.auto_instrument().
Run with: OPENAI_API_KEY=<key> BRAINTRUST_API_KEY=<key> uv run python example.py
"""
import braintrust
# auto_instrument() patches LiteLLM (which DSPy uses internally) and DSPy's
# `configure()` so the Braintrust callback is attached... | braintrustdata/braintrust-sdk-python | examples/dspy/example.py | .py | 9c1d6a984d91698b | 7.63 | 17 |
#!/usr/bin/env python3
# type: ignore
"""
Example showing how to migrate LangSmith evaluate() to Braintrust.
This example demonstrates:
1. Setting up the LangSmith wrapper
2. Using client.evaluate() (redirects to Braintrust's Eval)
3. LangSmith-style evaluators working with Braintrust
"""
import os
# Enable LangSmi... | braintrustdata/braintrust-sdk-python | examples/langsmith/eval_example.py | .py | 995487bdbed990b7 | 7.63 | 17 |
#!/usr/bin/env python3
"""
Example showing how to migrate LangSmith @traceable to Braintrust.
This example demonstrates:
1. Setting up the LangSmith wrapper
2. Using @traceable decorated functions (traces go to Braintrust)
3. Nested tracing with multiple functions
"""
import os
# Enable LangSmith tracing (required ... | braintrustdata/braintrust-sdk-python | examples/langsmith/tracing_example.py | .py | c15624c3e9826aa1 | 7.63 | 17 |
#!/usr/bin/env python3
"""
Example: Braintrust + OTEL Context Integration
This example demonstrates how Braintrust spans automatically capture OTEL context
information when created within active OTEL spans, enabling correlation between
pure OTEL instrumentation and Braintrust observability.
Key concept: No bridge nee... | braintrustdata/braintrust-sdk-python | examples/otel/bt-otel-context.py | .py | e77232ce0a3c63af | 7.63 | 17 |
#!/usr/bin/env python3
"""
Example: Distributed Tracing between Braintrust and OpenTelemetry
This example demonstrates how to propagate trace context across service boundaries
using Braintrust span.export() and OpenTelemetry. This enables unified distributed
tracing where spans can be parents/children across different... | braintrustdata/braintrust-sdk-python | examples/otel/distributed-tracing.py | .py | 2f09b948f4727718 | 7.63 | 17 |
import asyncio
import os
from dataclasses import dataclass
from datetime import timedelta
import braintrust
from temporalio import activity, workflow
from temporalio.common import RetryPolicy
TASK_QUEUE_NAME = "braintrust-example-task-queue"
@dataclass
class TaskInput:
value: int
@activity.defn
async def add... | braintrustdata/braintrust-sdk-python | examples/temporal/workflow.py | .py | 0c5ed03b9bd77c25 | 7.63 | 17 |
"""
An example showing how to use the `wrap_agent`, `wrap_flow`, and `wrap_runner` functions to manually patch the Google ADK classes.
In most cases you should consider using `setup_adk`, but this may be helpful in specific cases.
"""
import asyncio
from google.adk import Agent
from google.adk.runners import Runner
... | braintrustdata/braintrust-sdk-python | integrations/adk-py/examples/manual.py | .py | 06e66dd5b5443aaa | 7.63 | 17 |
import datetime
from typing import Dict
from zoneinfo import ZoneInfo
from google.adk.agents import LlmAgent
from braintrust import traced
from braintrust_adk import setup_adk
@traced
def isNewYork(city: str) -> bool:
return city.lower() == "new york"
@traced
def get_weather(city: str) -> Dict[str, str]:
... | braintrustdata/braintrust-sdk-python | integrations/adk-py/examples/multi_tool_agent/agent.py | .py | 0c2e099bfe35f1f2 | 7.63 | 17 |
import hashlib
import secrets
import string
from sqlalchemy import select
from sqlalchemy.ext.asyncio import AsyncSession
from xngin.apiserver import constants
from xngin.apiserver.sqla import tables
API_KEY_PREFIX = "xat"
HASH_PURPOSE = b"xnginapikey1"
class BaseApiKeyError(Exception):
status_code = 400
... | agency-fund/evidential-be | src/xngin/apiserver/apikeys.py | .py | e9549d840823a970 | 7.5 | 9 |
import hashlib
from pathlib import Path
PATH_TO_AMAZON_TRUST_CA_BUNDLE = (
(Path(__file__).resolve().parent / "amazon-trust-ca-bundle.crt").resolve(strict=True).as_posix()
)
CERT_FILES_HASHES = {
PATH_TO_AMAZON_TRUST_CA_BUNDLE: "36dba8e4b8041cd14b9d60158893963301bcbb92e1c456847784de2acb5bd550",
}
class Cert... | agency-fund/evidential-be | src/xngin/apiserver/certs/certs.py | .py | f81da0cb013680d1 | 7.5 | 9 |
import inspect
import json
import logging
import sys
import traceback
import typing
from xngin.apiserver.flags import LogFormat
if typing.TYPE_CHECKING:
from loguru import Message as loguru_Message
from loguru import Record as loguru_Record
from loguru import logger
from xngin.apiserver import flags
clas... | agency-fund/evidential-be | src/xngin/apiserver/customlogging.py | .py | f09c400816c5b527 | 7.5 | 9 |
"""Handles SQLAlchemy connections to the application database."""
import contextlib
import dataclasses
import os
from loguru import logger
from sqlalchemy import make_url
from sqlalchemy.ext.asyncio import async_sessionmaker, create_async_engine
from sqlalchemy.ext.asyncio.engine import AsyncEngine
from xngin.apiser... | agency-fund/evidential-be | src/xngin/apiserver/database.py | .py | ebffc317693e7b83 | 7.5 | 9 |
import httpx2
from xngin.apiserver import database
class CannotFindDatasourceError(Exception):
"""Error raised when an invalid Datasource-ID is provided in a request."""
def random_seed_dependency():
"""Returns None; to be overridden by tests."""
return
async def xngin_db_session():
"""Returns a ... | agency-fund/evidential-be | src/xngin/apiserver/dependencies.py | .py | 9bacd2a818d03bf4 | 7.5 | 9 |
import ipaddress
import socket
from sys import platform
from dns.exception import DNSException
from dns.resolver import resolve
from loguru import logger
from xngin.apiserver.flags import ALLOW_CONNECTING_TO_PRIVATE_IPS
DNS_TIMEOUT_SECS = 5
# Sentinel value that unit tests can use to ensure a host is treated as inv... | agency-fund/evidential-be | src/xngin/apiserver/dns/safe_resolve.py | .py | ab66d84c94914cff | 7.5 | 9 |
"""Unit tests for the SSRF guard in safe_resolve.
The session-wide ``safe_resolve_testing_mode`` fixture sets
``ALLOW_CONNECTING_TO_PRIVATE_IPS = True``; these tests override it where they
need the production safety checks.
"""
import pytest
from xngin.apiserver.dns import safe_resolve
# IPv4 multicast is never a v... | agency-fund/evidential-be | src/xngin/apiserver/dns/test_safe_resolve.py | .py | 20e2b00847d315d8 | 8 | 9 |
from sqlalchemy import URL, Engine
REDSHIFT_HOSTNAME_SUFFIXES = ("redshift.amazonaws.com", "redshift-serverless.amazonaws.com")
def is_redshift(host_or_url: str | URL) -> bool:
"""
Returns true iff the hostname string or URL indicates that this is connecting to Redshift.
Will NOT work with Redshift's cu... | agency-fund/evidential-be | src/xngin/apiserver/dwh/dwh_utils.py | .py | 163e817ba119b9bf | 7.5 | 9 |
"""Methods for converting SQLAlchemy metadata into our application-specific types."""
import sqlalchemy
from xngin.apiserver.dwh.inspection_types import FieldDescriptor, ParticipantsSchema
from xngin.apiserver.routers.admin.admin_api_types import (
ColumnDeleted,
Drift,
FieldChangedType,
FieldMetadata... | agency-fund/evidential-be | src/xngin/apiserver/dwh/inspections.py | .py | 7ff74495a9232a06 | 8 | 9 |
from collections import Counter
from collections.abc import Sequence
from dataclasses import dataclass
from typing import TYPE_CHECKING
import numpy as np
import sqlalchemy
from loguru import logger
from sqlalchemy import Float, Integer, Label, String, Table, cast, or_, select
from sqlalchemy.orm import Session
from ... | agency-fund/evidential-be | src/xngin/apiserver/dwh/participant_metrics_queries.py | .py | 769b83804539a662 | 7.5 | 9 |
from collections.abc import Sequence
import sqlalchemy
from sqlalchemy import (
Float,
Integer,
Label,
Select,
Table,
cast,
distinct,
func,
select,
)
from sqlalchemy.engine.row import RowMapping
from sqlalchemy.orm import Session
from xngin.apiserver.dwh.inspection_types import Fie... | agency-fund/evidential-be | src/xngin/apiserver/dwh/queries.py | .py | 9a24606053c868c1 | 7.5 | 9 |
from collections.abc import Sequence
from datetime import date, datetime
import sqlalchemy
from sqlalchemy import ColumnElement, Table, and_, or_, select, text
from xngin.apiserver.routers.common_api_types import Filter, FilterValueTypes
from xngin.apiserver.routers.common_enums import DataType, Relation
from xngin.a... | agency-fund/evidential-be | src/xngin/apiserver/dwh/query_constructors.py | .py | 60556489773dad90 | 7.5 | 9 |
from deepdiff import DeepDiff
from sqlalchemy import BigInteger, Column, Double, Integer, MetaData, String, Table
from xngin.apiserver.dwh.inspection_types import FieldDescriptor
from xngin.apiserver.dwh.inspections import build_proposed_and_drift, create_schema_from_table
from xngin.apiserver.routers.admin.admin_api_... | agency-fund/evidential-be | src/xngin/apiserver/dwh/test_inspections.py | .py | 0ed6a90f7769c0bb | 7 | 9 |
"""Tests for queries.py."""
import asyncio
import pytest
from sqlalchemy import text
from sqlalchemy.exc import DataError
from xngin.apiserver.conftest import DbType, get_queries_test_uri
from xngin.apiserver.dwh.dwh_session import DwhSession
from xngin.apiserver.dwh.queries import get_stats_on_metrics
from xngin.ap... | agency-fund/evidential-be | src/xngin/apiserver/dwh/test_queries.py | .py | 4881b9d4efb8bf15 | 7 | 9 |
from collections.abc import Sequence
import psycopg.errors
import sqlalchemy
from fastapi import Request
from fastapi.encoders import jsonable_encoder
from fastapi.responses import JSONResponse
from pydantic import BaseModel, ValidationError
from xngin.apiserver.apikeys import BaseApiKeyError
from xngin.apiserver.dep... | agency-fund/evidential-be | src/xngin/apiserver/exceptionhandlers.py | .py | 34a05c822b26ac2a | 7.5 | 9 |
class LateValidationError(Exception):
"""Raised by API request validation failures that can only occur late in processing.
Examples:
- datetime value validations cannot happen until we know we are dealing with a datetime field,
and that information is not available until we have table reflection data.
... | agency-fund/evidential-be | src/xngin/apiserver/exceptions_common.py | .py | 3e41e0be6d8b96f2 | 7.5 | 9 |
"""Flags describes values that are read from the environment."""
import enum
import os
from xngin.apiserver import constants
def is_dev_environment():
return os.environ.get("ENVIRONMENT", "") in {"dev", ""}
def is_railway() -> bool:
return os.environ.get("RAILWAY_SERVICE_NAME", "") != ""
def truthy_env(... | agency-fund/evidential-be | src/xngin/apiserver/flags.py | .py | b8075304669c7e18 | 7.5 | 9 |
import os
from contextlib import asynccontextmanager
import uvicorn
from fastapi import FastAPI
from loguru import logger
from xngin.apiserver import (
customlogging,
database,
exceptionhandlers,
flags,
middleware,
routes,
)
from xngin.apiserver.openapi import custom_openapi, humane_operation_... | agency-fund/evidential-be | src/xngin/apiserver/main.py | .py | 9d36ad32e9052a31 | 7.5 | 9 |
import dataclasses
from typing import TYPE_CHECKING
from fastapi.openapi.utils import get_openapi
from fastapi.routing import APIRoute
from xngin.apiserver import constants, flags
from xngin.apiserver.flags import PUBLISH_ALL_DOCS
if TYPE_CHECKING:
from fastapi import FastAPI
def humane_operation_id(route: API... | agency-fund/evidential-be | src/xngin/apiserver/openapi.py | .py | 977fc188c8f02bf6 | 7.5 | 9 |
"""Cursor-based pagination utilities following Google AIP-158."""
import base64
from collections.abc import Callable, Mapping, Sequence
from dataclasses import dataclass
from datetime import UTC, datetime
from typing import Annotated, Any, Literal
from fastapi import Query
from pydantic import BaseModel, ConfigDict, ... | agency-fund/evidential-be | src/xngin/apiserver/pagination.py | .py | 508711c9d9fd3843 | 7.5 | 9 |
import json
import starlette.datastructures
from jsonpath import JSONPointer, JSONPointerError
from starlette.datastructures import Headers
from starlette.responses import JSONResponse
from starlette.types import ASGIApp, Message, Receive, Scope, Send
_SUPPORTED_METHODS = {"PATCH", "POST", "PUT"}
class RequestEncap... | agency-fund/evidential-be | src/xngin/apiserver/request_encapsulation_middleware.py | .py | 7d7835ead8e1c16a | 7.5 | 9 |
import sqlalchemy
from sqlalchemy import select
from xngin.apiserver.sqla import tables
def is_user_authorized_on_datasource(user: tables.User, datasource_id: str) -> sqlalchemy.Select:
"""Create a query that checks if a user is authorized to manage a datasource."""
return (
select(tables.Datasource.... | agency-fund/evidential-be | src/xngin/apiserver/routers/admin/authz.py | .py | f894922b4a077736 | 7.5 | 9 |
from typing import Optional
from optics_framework.common.base_factory import InstanceFallback
from optics_framework.common.logging_config import internal_logger
from optics_framework.common.optics_builder import OpticsBuilder
class AppManagement:
"""
A high-level API for managing applications.
This class... | mozarkai/optics-framework | optics_framework/api/app_management.py | .py | 039b4553662018cb | 7.52 | 10 |
from typing import Optional, Any, List
from optics_framework.common.error import OpticsError, Code
from optics_framework.common.logging_config import internal_logger
from optics_framework.common import utils
from optics_framework.common.base_factory import InstanceFallback
from optics_framework.common.optics_builder i... | mozarkai/optics-framework | optics_framework/api/verifier.py | .py | 95c742342cac118b | 7.52 | 10 |
from optics_framework.common.events import EventSubscriber, Event, EventStatus, get_event_manager
import json
import xml.etree.ElementTree as ET #nosec B405
from pathlib import Path
from typing import List, Dict, Optional
import xml.dom.minidom #nosec B408
import time
import logging
import threading
from optics_framew... | mozarkai/optics-framework | optics_framework/common/Junit_eventhandler.py | .py | 99ba79815de8c366 | 7.52 | 10 |
import asyncio
import threading
from concurrent.futures import ThreadPoolExecutor, TimeoutError as FutureTimeoutError
from typing import Any, Coroutine
from optics_framework.common.logging_config import internal_logger
from optics_framework.common.error import OpticsError, Code
_persistent_loop: asyncio.AbstractEventL... | mozarkai/optics-framework | optics_framework/common/async_utils.py | .py | d0e0afeef6e9eebe | 7.52 | 10 |
from typing import Type, Dict, Optional, TypeVar, Generic, Union, List, cast
from types import ModuleType
import importlib
import pkgutil
import inspect
from pydantic import BaseModel, Field
from optics_framework.common.logging_config import internal_logger
from optics_framework.common.error import OpticsError, Code
T... | mozarkai/optics-framework | optics_framework/common/base_factory.py | .py | 131a72ec556fe751 | 7.52 | 10 |
import os
from collections.abc import Mapping
from typing import Any, Dict, List, Optional
from pydantic import BaseModel, Field
from optics_framework.common.error import OpticsError, Code
from optics_framework.common.logging_config import initialize_handlers
class DependencyConfig(BaseModel):
"""Configuration ... | mozarkai/optics-framework | optics_framework/common/config_handler.py | .py | ee7a6003594100ca | 7.52 | 10 |
from abc import ABC, abstractmethod
from typing import Any, Optional, List, Tuple
import numpy
class ElementSourceInterface(ABC):
"""
Abstract base class for element source drivers.
This interface defines methods for capturing and interacting with screen elements
(e.g., images, UI components) within a... | mozarkai/optics-framework | optics_framework/common/elementsource_interface.py | .py | e5a7d99663c24516 | 7.52 | 10 |
"""Structured error definitions and helpers for Optics Framework.
This module provides:
- ErrorSpec: static registry entries for known error codes.
- OpticsError: an exception carrying structured metadata (category, code, http status, details).
- helpers: from_code, raise_code and to_response to produce machine-readab... | mozarkai/optics-framework | optics_framework/common/error.py | .py | c1073d53eef53d31 | 7.52 | 10 |
"""Shared on-screen error-detection primitives.
Used by both the CLI/TestRunner path (`_capture_end_of_run_artifacts`) and the
library `Optics` class (`capture_and_detect`) so the matching logic lives in
one place.
"""
import re
import xml.etree.ElementTree as ET # nosec B405
from typing import Dict, List, Optional
... | mozarkai/optics-framework | optics_framework/common/error_detection.py | .py | b1b69e40c498ba40 | 7.52 | 10 |
import asyncio
import logging
import threading
import time
from enum import Enum
from typing import Union, Optional, Dict, List, Any
from abc import ABC, abstractmethod
from pydantic import BaseModel, Field
internal_logger = logging.getLogger("optics.internal")
class EventStatus(str, Enum):
"""Possible statuses ... | mozarkai/optics-framework | optics_framework/common/events.py | .py | 2a16599b06e02822 | 7.52 | 10 |
from typing import Optional
from optics_framework.common.logging_config import execution_logger
class ExecutionTracer:
"""
Helper for logging structured strategy attempts into execution_logger.
"""
@staticmethod
def log_attempt(strategy,
element: str,
status... | mozarkai/optics-framework | optics_framework/common/execution_tracer.py | .py | fadfee1c86301758 | 7.52 | 10 |
from abc import ABC, abstractmethod
from typing import Literal, Optional, Tuple, Any
class ImageInterface(ABC):
"""
Abstract base class for image processing engines.
This interface defines methods for detecting and locating images or objects
within input data (e.g., images or video frames), implement... | mozarkai/optics-framework | optics_framework/common/image_interface.py | .py | 6d64c45bc1446d77 | 7.52 | 10 |
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