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 |
|---|---|---|---|---|---|---|
"""Tail-calibration audit: do extreme forecasts resolve as often as they claim?
Issue #10 alleges blind aggregation is overconfident at the tails — but its evidence is
distance to a teacher on 4 selected cases. This audits the same claim against RESOLVED
outcomes only (the honest metric) on any run_bench results whose... | edisonymy/forecast-scaffold | bench/tail_audit.py | .py | 0cc5831e4769a5d4 | 7 | 0 |
"""Optional AskNews research-source integration for the RESEARCH run (ships DARK).
AskNews was the first-choice research provider of winning Metaculus bots, and research-source
breadth is a measured winner correlate. This module lets the tournament research run start
from a small, dated, linked set of news articles fo... | edisonymy/forecast-scaffold | bot/asknews.py | .py | 4dbb03797eefe5ae | 7 | 0 |
"""Read the community prediction on the questions where Metaculus's API exposes it.
Metaculus's API omits aggregation data (the Community Prediction) on almost every
question. Per the docs, CP ships on only ``~50`` curated questions; separately, bot
tournaments (Bot Testing Area etc.) expose CP on their own questions.... | edisonymy/forecast-scaffold | bot/crowd.py | .py | ef79d40c8d80c8da | 7 | 0 |
"""Session-wide test guards.
The tournament research run now OPTIONALLY starts from AskNews articles (bot/asknews.py),
appended inside forecast_question. On a dev machine where the operator's real keyfile
(~/.asknews/key[.txt]) exists, that would make LIVE API calls inside every forecast_question
test. So default AskN... | edisonymy/forecast-scaffold | tests/conftest.py | .py | 2b66f6b81f17f5c4 | 7.5 | 0 |
"""
Experiment Matrix Logger and Serializer Module.
Captures system environment metadata, execution metrics, and optimization configurations.
Exports reproducible results to local JSON and CSV files.
"""
from typing import Dict, Any, List, Tuple
import json
import csv
import sys
import os
import platform
import time
i... | FaizaQiyyum/PyTorch-Model-Execution-and-Hardware-Optimization-Analyzer | analyzer/experiment_matrix.py | .py | e2a2d23b936934d3 | 7 | 0 |
"""
Computational Graph Extraction and Analysis Module using torch.fx and NetworkX.
Provides symbolic tracer node extraction, dependency topological order, and Matplotlib graph visualization.
"""
from typing import Dict, Any, List, Tuple
import torch
import torch.nn as nn
import torch.fx as fx
import networkx as nx
im... | FaizaQiyyum/PyTorch-Model-Execution-and-Hardware-Optimization-Analyzer | analyzer/graph_analyzer.py | .py | 763922d0cf14498e | 7 | 0 |
"""
Model Inspector Module for PyTorch Structure Analysis.
Provides exact parameter counts, calculated parameter memory sizes, and layer shape tracking.
"""
from typing import Dict, Any, List, Tuple
import torch
import torch.nn as nn
def count_parameters(model: nn.Module) -> Tuple[int, int]:
"""
Calculates to... | FaizaQiyyum/PyTorch-Model-Execution-and-Hardware-Optimization-Analyzer | analyzer/model_inspector.py | .py | d63248021471691b | 7.5 | 0 |
"""
Model Loader and Synthetic Tensor Generator for PyTorch Execution Analyzer.
"""
from typing import Tuple, Dict, Any
import torch
import torch.nn as nn
from models.cnn import SimpleCNN
from models.mlp import DeepMLP
from models.transformer import MiniTransformer
from models.resnet18 import get_resnet18
from analyz... | FaizaQiyyum/PyTorch-Model-Execution-and-Hardware-Optimization-Analyzer | analyzer/model_loader.py | .py | 3210c707d9f8b226 | 7 | 0 |
"""
Optimizer Module for PyTorch Optimization Experiments.
Evaluates model.eval(), torch.no_grad(), torch.inference_mode(), batch size scaling,
mixed precision (torch.autocast), and torch.compile.
"""
from typing import Dict, Any, List, Tuple
import time
import statistics
import torch
import torch.nn as nn
from analy... | FaizaQiyyum/PyTorch-Model-Execution-and-Hardware-Optimization-Analyzer | analyzer/optimizer.py | .py | d8a96c3a414f7ced | 7 | 0 |
"""
Input Validation and Security Bounds Module for PyTorch Execution Analyzer.
Enforces strict input bounds, type checking, model registry safety, and path sanitization.
Prevents arbitrary execution, path traversal, and resource exhaustion attacks.
"""
from typing import Tuple, List, Dict, Any
ALLOWED_MODELS = ["Si... | FaizaQiyyum/PyTorch-Model-Execution-and-Hardware-Optimization-Analyzer | analyzer/validation.py | .py | 97545b03442f6f8c | 7 | 0 |
"""
SimpleCNN Architecture for PyTorch Model Execution Profiling.
"""
import torch
import torch.nn as nn
class SimpleCNN(nn.Module):
"""
A 4-layer Convolutional Neural Network with BatchNorm, ReLU, MaxPool, and Linear layers.
Designed for vision workload profiling and compute/activation graph analysis.
... | FaizaQiyyum/PyTorch-Model-Execution-and-Hardware-Optimization-Analyzer | models/cnn.py | .py | 1b9ddd34b4327007 | 7 | 0 |
"""
DeepMLP Architecture for PyTorch Model Execution Profiling.
"""
import torch
import torch.nn as nn
class DeepMLP(nn.Module):
"""
A 5-layer Multi-Layer Perceptron (MLP) featuring dense Linear layers, GELU activations,
and BatchNorm1d for dense matrix multiplication profiling.
"""
def __init__(s... | FaizaQiyyum/PyTorch-Model-Execution-and-Hardware-Optimization-Analyzer | models/mlp.py | .py | 9ac5fd231486b279 | 7 | 0 |
"""
MiniTransformer Architecture for PyTorch Model Execution Profiling.
"""
import torch
import torch.nn as nn
class MiniTransformer(nn.Module):
"""
A lightweight Transformer Encoder model with MultiheadAttention, LayerNorm, and FeedForward layers.
Designed for profiling self-attention mechanisms and tens... | FaizaQiyyum/PyTorch-Model-Execution-and-Hardware-Optimization-Analyzer | models/transformer.py | .py | 732bbf315a133541 | 7 | 0 |
from __future__ import annotations
import numpy as np
REGION_ORDER = (
"LEFT_UP", "UP", "RIGHT_UP",
"LEFT", "CENTER", "RIGHT",
"LEFT_DOWN", "DOWN", "RIGHT_DOWN",
)
KEYPAD_TARGETS = {
ord("1"): "LEFT_DOWN", ord("2"): "DOWN", ord("3"): "RIGHT_DOWN",
ord("4"): "LEFT", ord("5"): "CENTER", ord("6"): ... | cavallarinmaurizio371-collab/all | evaluation/coordinate_adapter.py | .py | 8ba50c257a70e036 | 7 | 0 |
import logging
from opentelemetry.instrumentation.alephalpha.config import Config
import traceback
def dont_throw(func):
"""
A decorator that wraps the passed in function and logs exceptions instead of throwing them.
@param func: The function to wrap
@return: The wrapper function
"""
# Obtain... | rajath-raman/openllmetry | packages/opentelemetry-instrumentation-alephalpha/opentelemetry/instrumentation/alephalpha/utils.py | .py | 0dbc56502ebac136 | 7 | 0 |
from botocore.response import StreamingBody
from botocore.exceptions import (
ReadTimeoutError,
ResponseStreamingError,
)
from urllib3.exceptions import ProtocolError as URLLib3ProtocolError
from urllib3.exceptions import ReadTimeoutError as URLLib3ReadTimeoutError
class ReusableStreamingBody(StreamingBody):
... | rajath-raman/openllmetry | packages/opentelemetry-instrumentation-bedrock/opentelemetry/instrumentation/bedrock/reusable_streaming_body.py | .py | fff45010d990afec | 7 | 0 |
import logging
import traceback
from opentelemetry.instrumentation.bedrock.config import Config
def dont_throw(func):
"""
A decorator that wraps the passed in function and logs exceptions instead of throwing them.
@param func: The function to wrap
@return: The wrapper function
"""
# Obtain a... | rajath-raman/openllmetry | packages/opentelemetry-instrumentation-bedrock/opentelemetry/instrumentation/bedrock/utils.py | .py | ec754b44231bdfb3 | 7 | 0 |
import logging
import traceback
from opentelemetry.instrumentation.chromadb.config import Config
def dont_throw(func):
"""
A decorator that wraps the passed in function and logs exceptions instead of throwing them.
@param func: The function to wrap
@return: The wrapper function
"""
# Obtain a... | rajath-raman/openllmetry | packages/opentelemetry-instrumentation-chromadb/opentelemetry/instrumentation/chromadb/utils.py | .py | 4d2e65ef246484e0 | 7 | 0 |
"""Feedback log helpers — save/load/update trade feedback entries.
Each user's feedback is stored in logs/users/{chat_id}/feedback.jsonl.
Used by telegram_bot.py (write) and feedback_stats.py (read).
"""
import json
import uuid
from datetime import datetime, timezone
from pathlib import Path
ROOT = Path(__file__).res... | krivonosoff161/trading-bot-v2 | scripts/analysis/feedback.py | .py | ff1e3349786c06e3 | 7.15 | 1 |
"""
Load and join signals from signals.jsonl for backtesting.
Usage in backtest scripts:
from scripts.load_signals import load_trades, load_no_trades
trades = load_trades("logs_archive/logs_2026-03-08_12-00/signals.jsonl")
for t in trades:
print(t["symbol"], t["ema_gap"], t["pnl"], t["reason"])
""... | krivonosoff161/trading-bot-v2 | scripts/analysis/load_signals.py | .py | 5e7b6a5837b75606 | 7.15 | 1 |
"""
verify_signals_from_tape.py
For each signal in signal_log.jsonl, replay actual OKX trades from tape/*.csv[.gz]
and compute:
- real first touch of TP / SL (timestamp, elapsed minutes)
- real MFE / MAE at multiple horizons (150m, 300m, 480m, 720m, 1440m)
- outcome under hypotheses:
original : exit at fir... | krivonosoff161/trading-bot-v2 | scripts/analysis/verify_signals_from_tape.py | .py | f1703dd23a05af0e | 7.15 | 1 |
import json
import re
from google import genai
from google.genai import types
from src.agents.schemas import AgentType, IntentDecision
class IntentClassifier:
"""
Classifies student queries into specific agent domains and intent categories.
"""
def __init__(
self,
model: str = "gemi... | Wafaeyy/EduTwin | src/agents/intent_classifier.py | .py | ddfa46ef8776d1a2 | 7 | 0 |
"""
orchestrator.py
Main agent routing and orchestration engine for EduTwin.
Coordinates intent classification, context building, agent execution,
and output parsing (including Twin signals and proposals).
"""
import json
from pathlib import Path
from typing import Any
from google import genai
from google.genai impo... | Wafaeyy/EduTwin | src/agents/orchestrator.py | .py | c7cf118a042c98c7 | 7 | 0 |
"""
parsers.py
Parses raw LLM outputs from agents into clean student-facing replies
and structured diagnostic signals/reports for the Digital Twin.
"""
import json
import re
from typing import Any
from src.agents.schemas import CoachSignal, MentorProposal
def parse_coach_output(raw_text: str) -> tuple[str, list[Co... | Wafaeyy/EduTwin | src/agents/parsers.py | .py | 2e04efb2b9b706fe | 7 | 0 |
"""
Resource Content Understanding (Section 24) - Articles & Research Papers.
Piece 1: fetching a resource's REAL content (not just a search snippet) and
extracting readable text from it -- either a normal web page (HTML) or a
downloadable PDF (common for research papers, e.g. arXiv).
Piece 2: sending that real text t... | Wafaeyy/EduTwin | src/agents/recommendation_system/analysis/article_content_analyzer.py | .py | d7d1ea6387939113 | 7 | 0 |
"""
Resource Analysis: infers real difficulty and format from a resource's
actual title, description, and URL. Uses word-boundary regex to avoid
false matches (e.g. "intro" incorrectly matching inside "introducing").
Format inference is deliberately conservative: it returns None rather than
guessing. An unknown format... | Wafaeyy/EduTwin | src/agents/recommendation_system/analysis/resource_analyzer.py | .py | 26346ce9dfd6db43 | 7 | 0 |
"""
The resource catalog: the single gatekeeper between the pipeline and stored
resources.
Loads from the real PostgreSQL database (Supabase) on first use. If the
database cannot be reached, falls back to SEED_RESOURCES in memory so the
program still runs -- degraded, but honest about it.
SEED_RESOURCES is deliberate... | Wafaeyy/EduTwin | src/agents/recommendation_system/database/resource_store.py | .py | 2df9800724a28b99 | 7 | 0 |
"""
The Resource class: a structured blueprint for what an educational resource
looks like, replacing plain dictionaries.
"""
class Resource:
def __init__(self, title, url, description, topic, difficulty, format, duration):
self.title = title
self.url = url
self.description = description
... | Wafaeyy/EduTwin | src/agents/recommendation_system/models/resource.py | .py | ab44757da7ccff3d | 7 | 0 |
"""
Code-based scoring: format 30 / level 30 / duration 20 / goal 20 = 100 max.
Also computes personalization_confidence.
TOPIC GATE: when the learner has named a topic, a resource that is not
genuinely about that topic scores ZERO, whatever else it matches. A machine
learning video is not a useful answer to "recommen... | Wafaeyy/EduTwin | src/agents/recommendation_system/recommendation/scorer.py | .py | c04ecdcd141c64c0 | 7 | 0 |
"""
External Resource Discovery: real internet search via DuckDuckGo (ddgs).
Format-aware query building so results aren't biased toward any one content
type, plus deterministic query VARIATION so a learner who has already seen
the obvious results gets genuinely different ones next time.
The query templates are a fix... | Wafaeyy/EduTwin | src/agents/recommendation_system/retrieval/discover.py | .py | b7a59ef83f98b012 | 7 | 0 |
"""
Real neural embeddings, using a pretrained sentence-transformers model
instead of our own simplified word-counting.
HONEST NOTE: the first time this runs, it downloads about 80MB of model
weights from Hugging Face -- this needs a real internet connection. After
that first download, the model is cached on disk and ... | Wafaeyy/EduTwin | src/agents/recommendation_system/retrieval/embeddings.py | .py | fb23e5f915c56817 | 7 | 0 |
"""
Orchestrates retrieval with tiered fallback:
1. Exact topic + exact level match
2. Exact topic match, any level
3. Semantic (meaning-based) match -- real neural embeddings if available, else word-count fallback
4. Everything in the database (broad last resort)
5. External Resource Discovery -> Analysis -> Verificat... | Wafaeyy/EduTwin | src/agents/recommendation_system/retrieval/retriever.py | .py | be7484bed4747f6c | 7 | 0 |
"""
Everything related to getting and cleaning up learner state.
"""
from src.agents.recommendation_system.config import FIELD_ALIASES, KNOWN_LEVELS, KNOWN_FORMATS, KNOWN_DURATIONS
# Stand-in for a real learner's twin_id. Team Alpha's StudentTwin generates a
# UUID per learner; until we integrate, every mock request ... | Wafaeyy/EduTwin | src/agents/recommendation_system/twin/mock_twin.py | .py | b404a7bdf4c3fdfa | 7 | 0 |
"""
Extracts what the learner is asking for RIGHT NOW from their message.
Separate from context_extractor.py, which reads the stored Digital Twin
briefing. That gives long-term state ("this learner wants to become an AI
engineer"). This gives the immediate request ("show me 10 videos about
calculus").
THREE LAYERS, c... | Wafaeyy/EduTwin | src/agents/recommendation_system/twin/request_extractor.py | .py | 115924b53a02f4a2 | 7 | 0 |
# -*- coding: utf-8 -*-
"""历史条件概率统计：单日大跌≥2%后，次日/后日怎么走？
用于回答：明天后天会不会继续跌"""
import urllib.request, json
def fetch_kline(code="sh000001", start="2024-01-01", count=700, end=None):
import datetime as _dt
if end is None:
end = _dt.date.today().strftime("%Y-%m-%d")
url = ("https://web.ifzq.gtimg.cn/appst... | xiaojinglong/A-stock-trade-wisdom-skill | scripts/predict_analysis.py | .py | 8ae52b61e2d1afca | 7.15 | 1 |
"""aiohttp-compatible wrapper over httpx for gradual migration.
Mirrors the ``aiohttp.ClientSession`` API so existing scrapers migrate without
surgery, while fixing the gaps that a raw pass-through would lose:
* ``allow_redirects`` is honored (defaults to following like aiohttp/asyncio).
* ``proxy`` is forwarded to h... | Ajay0916/t-api | helper/httpx_compat.py | .py | 58be8836c355da18 | 7 | 0 |
"""Vj-wz style logging setup — FileHandler(log.txt) + StreamHandler."""
import logging
import os
import sys
LOG_FILE = os.path.join(os.path.dirname(os.path.dirname(os.path.abspath(__file__))), "log.txt")
_FORMAT = "[%(asctime)s] [%(levelname)s] - %(message)s"
_DATEFMT = "%d-%b-%y %I:%M:%S %p"
def setup_logging(level... | Ajay0916/t-api | helper/logging_setup.py | .py | 3334f259c5f2e727 | 7 | 0 |
import asyncio
import httpx as _httpx
from helper.httpx_compat import aiohttp
_connector = None
_transport = None
_TRANSPORT_LIMITS = _httpx.Limits(max_connections=100, max_keepalive_connections=20)
def _get_shared_transport():
"""A process-wide httpx AsyncHTTPTransport that provides real connection
reuse ... | Ajay0916/t-api | helper/session.py | .py | 0202402e48664b3d | 7 | 0 |
import hashlib
import json
import os
import threading
import time
# Tiny persistent store mapping a short token -> the real proxy URL + name.
# Lets the bot hand out /api/v1/torrent_file/<token> links instead of
# carrying the full url=...&name=... query (rutracker/libgen titles make
# those links 1KB+). Entries expir... | Ajay0916/t-api | helper/short_links.py | .py | 49ba1c57ca5b9b74 | 7 | 0 |
import subprocess
import os
import time
_start_time = time.time()
_REPO = os.path.dirname(os.path.dirname(os.path.abspath(__file__)))
_COMMIT_INFO = os.path.join(_REPO, "COMMIT_INFO")
_ENV = {**os.environ, "PATH": "/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin"}
def _run_git(args):
for git_bin in ... | Ajay0916/t-api | helper/version_info.py | .py | 5317a41df22ea85d | 7 | 0 |
"""Vj-wz style log viewer endpoint.
GET /api/v1/log?lines=50&format=text → Plain text (Vj-wz bot format)
GET /api/v1/log?lines=50&format=json → JSON with metadata
GET /api/v1/log?format=tail → Last N lines only (raw)
"""
import os
from datetime import datetime, timezone
from fastapi import APIRouter... | Ajay0916/t-api | routers/v1/log_router.py | .py | 1717a42d78f07f22 | 7 | 0 |
import asyncio
import re
from helper.logging_setup import get_logger
LOGGER = get_logger("tapi.torrent")
from urllib.parse import quote, unquote, urlsplit
import aiohttp
from fastapi import APIRouter, Request
from fastapi.responses import JSONResponse, Response, StreamingResponse
from constants.headers import HEADER_... | Ajay0916/t-api | routers/v1/torrent_file_router.py | .py | d3b6b6d921abb7ee | 7 | 0 |
from __future__ import annotations
import argparse
import hashlib
import json
from datetime import UTC, datetime
from pathlib import Path
from typing import Any, Sequence
from finance_crawler_poc.contracts import validate_contract
from finance_crawler_poc.radar import build_topic_snapshot
from finance_crawler_poc.tar... | ai-cooperation/finance-crawler-validation | src/finance_crawler_poc/h3_assemble.py | .py | 2573e91d8b787dbc | 7 | 0 |
"""Install Symbiosis Brain statusline wrapper into ~/.claude/settings.json.
Auto-detects existing user statusline; saves it in env-var so the wrapper
delegates to it. Idempotent. Backs up settings.json before each write.
"""
from __future__ import annotations
import argparse
import json
from pathlib import Path
from... | Krill113/symbiosis-brain | scripts/install_statusline.py | .py | b6068032ead7d979 | 7 | 0 |
"""Shared helpers for Symbiosis Brain installers.
Used by:
- scripts/install_statusline.py — pre-existing statusline installer
- src/symbiosis_brain/install_cli.py — full setup CLI
"""
from __future__ import annotations
import copy
import json
import os
import shutil
from collections.abc import Iterable
from datetim... | Krill113/symbiosis-brain | src/symbiosis_brain/install_lib.py | .py | bfe08ff71eaa5f58 | 7 | 0 |
from pathlib import Path
from symbiosis_brain.gist_limits import GIST_SOFT_LIMIT
from symbiosis_brain.storage import Storage
from symbiosis_brain.resolver import (
resolve_target,
build_path_index,
compute_linked_canonicals,
is_external_ref,
)
# Reused, not re-derived: not_indexed only means anything i... | Krill113/symbiosis-brain | src/symbiosis_brain/lint.py | .py | da1c5e3d80ad2864 | 7 | 0 |
import re
from datetime import date as _date, datetime as _datetime
from typing import Any
import frontmatter
# `[^\]\n]` — без \n намеренно: незакрытая '[[' иначе жадно матчится через перенос
# строки до ближайшего ']]' и съедает следующую строку (B1, рецидивы 28.07/07.08/10.08).
# Многострочных wiki-ссылок в vault ... | Krill113/symbiosis-brain | src/symbiosis_brain/markdown_parser.py | .py | 55396335d79422ce | 7 | 0 |
"""Onboarding lockfile — prevents concurrent brain-project-init sessions
from creating duplicate artifacts for the same scope.
Spec: /tmp/symbiosis-brain-onboard-<scope>.lock holds PID + timestamp.
Stale (older than timeout_s) locks are reclaimed.
"""
import os
import tempfile
import time
from pathlib import Path
LOC... | Krill113/symbiosis-brain | src/symbiosis_brain/onboard_lock.py | .py | 5c6ffc235366466d | 7 | 0 |
"""
Parent process death watchdog (Windows-specific kernel-level wait).
Detects when our parent process terminates and fires a callback to initiate
graceful shutdown. Uses Win32 OpenProcess + WaitForSingleObject (kernel wait,
zero CPU while parent alive, immune to PID reuse). On non-Windows returns
an inert no-op hand... | Krill113/symbiosis-brain | src/symbiosis_brain/parent_watchdog.py | .py | deb01a12c9c416e5 | 7 | 0 |
"""Config loader for pre-action recall hook (B1).
Loads `~/.claude/symbiosis-brain-pre-action.json` with fall-back to defaults.
Missing or malformed file → defaults + log to the path _debug_log_path() picks
(SYMBIOSIS_BRAIN_DEBUG_LOG, else <TMPDIR>/brain-hook-debug.log).
"""
from __future__ import annotations
import ... | Krill113/symbiosis-brain | src/symbiosis_brain/pre_action_config.py | .py | 5ba6e63a7254a02b | 7 | 0 |
"""Pre-action recall orchestrator (B1 hook).
Pure-Python module — no I/O side effects (caller wires SearchEngine).
"""
from __future__ import annotations
import os
import time
from pathlib import Path
from typing import Any, Optional
from symbiosis_brain.pre_action_config import PreActionConfig
_DEFAULT_FTS_MODE = ... | Krill113/symbiosis-brain | src/symbiosis_brain/pre_action_recall.py | .py | b7c180790e6624a0 | 7 | 0 |
"""Provenance: who last wrote a note, and who asked for a retrieval.
Stage 2 slice 1 (CP-2) ships ONLY `client_id`. `written_by_value` and the
model bridge arrive in CP-4 and CP-5 (Р2) — do not anticipate them here.
The client label is SELF-REPORTED by the MCP client and is a good-faith mark,
not an authentication ([... | Krill113/symbiosis-brain | src/symbiosis_brain/provenance.py | .py | a5571cac7b0ba722 | 7 | 0 |
"""Session-scoped recall dedup (Stage 1).
Suppresses recall hits already shown earlier in the same session within a short
TTL window, so the per-tool-call recall block stops re-emitting the same hits
(which trains the agent to ignore recall — see
[[feedback/symbiosis-brain-usage-self-critique-2026-05-15]]).
Keyed by ... | Krill113/symbiosis-brain | src/symbiosis_brain/recall_dedup.py | .py | e4c56ccec7a450a5 | 7 | 0 |
"""Atomic refactor operations on the vault.
brain_rename(old_path, new_path) — rewrite all inbound [[old]] references to
[[new]] in source notes, then move the file. Idempotent on the file move
(refuses to overwrite if new_path already exists).
brain_delete(path, mode) — `safe` mode refuses if inbound refs exist (lis... | Krill113/symbiosis-brain | src/symbiosis_brain/refactor.py | .py | 0c0941be304dd271 | 7 | 0 |
from __future__ import annotations
from typing import TYPE_CHECKING
import re as _re
if TYPE_CHECKING:
from symbiosis_brain.storage import Storage
def _strip_md(p: str) -> str:
return p[:-3] if p.lower().endswith(".md") else p
def _strip_anchor(p: str) -> str:
"""Remove '#anchor' suffix from a wiki-l... | Krill113/symbiosis-brain | src/symbiosis_brain/resolver.py | .py | ce6916dd88dc3b45 | 7 | 0 |
"""Scope detection helpers — normalize, parse marker, detect."""
import re
from dataclasses import dataclass
from pathlib import Path
from typing import Optional
_SEPARATOR_RE = re.compile(r"[._\s]+")
_CAMEL_RE = re.compile(r"(?<=[a-z0-9])(?=[A-Z])|(?<=[A-Z])(?=[A-Z][a-z])")
_NON_ALNUM_DASH = re.compile(r"[^a-z0-9-]")... | Krill113/symbiosis-brain | src/symbiosis_brain/scope_resolver.py | .py | 79d1321946a58168 | 7 | 0 |
import re
from typing import TypedDict
from symbiosis_brain.markdown_parser import _mask_code_regions
# Matches any ATX heading h1-h6 (`#`..`######`). Single capture group = the
# heading text. SC1: append targets any level (not just h2).
SECTION_HEADING_RE = re.compile(r"^#{1,6}\s+(.+?)\s*$", re.MULTILINE)
def _he... | Krill113/symbiosis-brain | src/symbiosis_brain/sections.py | .py | d415ff0c1255117e | 7 | 0 |
"""SQLite build health checks.
Upstream SQLite carried a WAL-Reset race from 3.7.0 through 3.51.2: with WAL
journaling and two or more connections (threads or processes) writing and
checkpointing at the same time, a reset of the write-ahead log could drop or
corrupt committed pages. Fixed upstream in 3.51.3 (2026-03-1... | Krill113/symbiosis-brain | src/symbiosis_brain/sqlite_health.py | .py | 30125d9b296e947b | 7 | 0 |
import hashlib
from dataclasses import dataclass, field
from pathlib import Path
# PyYAML is a hard dependency of python-frontmatter, which is what actually
# raises here — parse_note -> frontmatter.loads -> yaml.
import yaml
from symbiosis_brain.markdown_parser import extract_wikilinks, parse_note
from symbiosis_bra... | Krill113/symbiosis-brain | src/symbiosis_brain/sync.py | .py | 4b2427ca40ea5adb | 7 | 0 |
"""Parse reference/scope-taxonomy.md as single source of truth for scopes + folder-type map."""
from __future__ import annotations
import re
from pathlib import Path
_TAXONOMY_REL = Path("reference") / "scope-taxonomy.md"
def _read_taxonomy(vault_path: Path) -> str:
file_path = vault_path / _TAXONOMY_REL
if... | Krill113/symbiosis-brain | src/symbiosis_brain/taxonomy.py | .py | 27516fa8a4726211 | 7 | 0 |
"""Stage-4 tool-routing engine (C3). Fail-open everywhere.
Loads a package-default routing catalog (``data/tool-routing.json``, a BARE
top-level JSON array) merged with an optional per-vault override
(``tool-routing.local.json``) by ``id``, compiles each route's regex triggers,
evaluates a ``when``-gate (platform / sk... | Krill113/symbiosis-brain | src/symbiosis_brain/tool_routing.py | .py | 28f9ee0b8d3a8350 | 7 | 0 |
"""Write-time validation gates for brain_write / brain_append / brain_patch.
Two classes of rule:
- hard-block: raise ValidationError, file is NOT written
- soft-warn: return a Warning_ entry in the warnings list, file IS written
Hard-block list (structural breakage):
- missing_gist: frontmatter has no gist field
- ... | Krill113/symbiosis-brain | src/symbiosis_brain/validation.py | .py | fb185a0999a09876 | 7 | 0 |
"""Per-note file lock — serializes concurrent writes to the same note across
processes (and threads within the same process). Mirrors `onboard_lock.py`
pattern: atomic O_EXCL creation + stale-lock reclamation by mtime.
Hash key is `(vault_path.resolve(), rel_path)` so:
- Different vaults don't collide on the same rel_... | Krill113/symbiosis-brain | src/symbiosis_brain/write_lock.py | .py | c4febc09ad8cc465 | 7 | 0 |
"""Locate a usable bash for tests that spawn the hook scripts.
Never a bare "bash": on a Windows GitHub runner that resolves to the WSL stub
in %SystemRoot% (exit 1, empty stderr), and on a dev box whose PATH lacks
Git\\bin it resolves to nothing at all. Probe Git-for-Windows locations by
absolute path and health-chec... | Krill113/symbiosis-brain | tests/_bash_resolver.py | .py | f6a3090d5806755c | 7.5 | 0 |
import os
import sqlite3
import tempfile
from pathlib import Path
import pytest
from symbiosis_brain.sync import VAULT_DIRS
@pytest.fixture
def tmp_vault(tmp_path: Path) -> Path:
"""Create a temporary vault directory with standard structure."""
for d in VAULT_DIRS:
(tmp_path / d).mkdir()
return ... | Krill113/symbiosis-brain | tests/conftest.py | .py | 4d9da3097e4bab15 | 7.5 | 0 |
import os, subprocess, json, tempfile, shutil, pathlib
import pytest # NEW — file previously imported only os/subprocess/json/tempfile/shutil/pathlib
HOOK = pathlib.Path(__file__).resolve().parents[1] / 'hooks' / 'brain-save-trigger.sh'
START = pathlib.Path(__file__).resolve().parents[1] / 'hooks' / 'brain-session-st... | Krill113/symbiosis-brain | tests/test_brain_save_trigger_routing.py | .py | 85691c2c4d83dcff | 7.5 | 0 |
"""Coverage for the brain_sync MCP tool: default targeted-diff behavior vs
full=true triggering a full re-embed. Uses the canonical server-test pattern
(see test_server_refactor_tools.py) — `server_mod._init(...)` + `await
server_mod.call_tool(name, args)` + teardown reset.
"""
import json
from pathlib import Path
imp... | Krill113/symbiosis-brain | tests/test_brain_sync_tool.py | .py | 95a3c54cb885060a | 7.5 | 0 |
"""Tests for tools/changelog_section.py — the release-notes extractor used by
the `release` job in .github/workflows/publish.yml.
The module lives in tools/ (repo tooling, not shipped in the wheel), so it is
loaded by path instead of being imported as a package.
"""
import importlib.util
import sys
from pathlib import... | Krill113/symbiosis-brain | tests/test_changelog_section.py | .py | c86e32609e50564b | 7.5 | 0 |
"""渠道调用者授权：生产默认拒绝，开发态全开放必须双重显式开启。"""
from __future__ import annotations
import os
from dataclasses import dataclass, field
from typing import Mapping
_TRUE = {"1", "true", "yes", "on"}
_DEVELOPMENT_ENVS = {"dev", "development", "local", "test"}
def explicit_development_allow_all(
channel: str, environ: Mappin... | wg5759/nachuan | bridge/access.py | .py | 9737e4a3215df099 | 7 | 0 |
"""桥接策略：白名单、限频、命令解析（平台无关的纯逻辑，便于单测）。
用途：群聊里别人 @ 机器人也能用同样能力，但花的是机主额度 —— 所以：
· 白名单：只允许指定用户（空=不限制）；
· 限频：每用户每分钟上限，防止有人狂刷烧额度；
· 命令：/whoami 查自己的 open_id（用于配“机主统一记忆”）、👍/👎 反馈。
"""
from __future__ import annotations
import re
import threading
import time
from collections import OrderedDict, deque
def is_allowed(use... | wg5759/nachuan | bridge/policy.py | .py | 7c7b7d0e25297faa | 7 | 0 |
"""Telegram 桥接：手机发消息 → 本地引擎处理 → 回复手机。
用长轮询（getUpdates），桥接进程主动外连 Telegram，**无需公网/webhook**。
需要一个 Bot Token（@BotFather 创建）。
"""
from __future__ import annotations
import asyncio
from collections import OrderedDict
from typing import Any
import httpx
from bridge.access import ChannelAccessPolicy
class TelegramBridg... | wg5759/nachuan | bridge/telegram.py | .py | dfeb7daeeb5ad343 | 7 | 0 |
"""Production defaults for the pip-installed ``nachuan-engine`` command."""
from __future__ import annotations
import os
import sys
from pathlib import Path
_MANAGED_SUBSCRIPTION_ENVIRONMENT = (
"CODEX_CLI_PATH",
"CODEX_CLI_SHA256",
"CODEX_CLI_TEMP_ROOT",
"KIMI_CLI_PATH",
"KIMI_CLI_SHA256",
... | wg5759/nachuan | cli/engine_entrypoint.py | .py | f2ce946888a8ad65 | 7 | 0 |
import math
import types
from collections.abc import Callable, Iterator
from dataclasses import dataclass
from datetime import tzinfo
from types import EllipsisType
from typing import (
TYPE_CHECKING,
Annotated,
Any,
Literal,
Protocol,
SupportsFloat,
SupportsIndex,
TypeVar,
Union,
... | DnlSQ/AI-Document-Intelligence | .venv/Lib/site-packages/annotated_types/__init__.py | .py | a7104a4d439b27a9 | 7 | 0 |
import math
from collections.abc import Iterable, Iterator
from datetime import date, datetime, timedelta, timezone
from decimal import Decimal
from typing import Annotated, Any, NamedTuple
import annotated_types as at
class Case(NamedTuple):
"""
A test case for `annotated_types`.
"""
annotation: An... | DnlSQ/AI-Document-Intelligence | .venv/Lib/site-packages/annotated_types/test_cases.py | .py | d867472acb57b81c | 7.5 | 0 |
from __future__ import annotations
import math
import sys
import threading
from collections.abc import Awaitable, Callable, Generator
from contextlib import contextmanager
from contextvars import Token
from importlib import import_module
from typing import TYPE_CHECKING, Any, TypeVar
from ._exceptions import NoEventL... | DnlSQ/AI-Document-Intelligence | .venv/Lib/site-packages/anyio/_core/_eventloop.py | .py | 0726547890fd6a53 | 7 | 0 |
from __future__ import annotations
import math
import sys
from collections.abc import (
Coroutine,
Generator,
)
from contextlib import (
contextmanager,
)
from enum import Enum, auto
from inspect import iscoroutine
from types import TracebackType
from typing import Any, Generic, final
from ..abc import Ta... | DnlSQ/AI-Document-Intelligence | .venv/Lib/site-packages/anyio/_core/_tasks.py | .py | cbdf6f462f801731 | 7 | 0 |
from __future__ import annotations
import sys
from abc import ABCMeta, abstractmethod
from collections.abc import Callable, Coroutine
from contextvars import Context
from types import TracebackType
from typing import TYPE_CHECKING, Any, Literal, Protocol, final, overload
if sys.version_info >= (3, 13):
from typin... | DnlSQ/AI-Document-Intelligence | .venv/Lib/site-packages/anyio/abc/_tasks.py | .py | 9be16d138a61c5e3 | 7 | 0 |
from __future__ import annotations
__all__ = (
"BlockingPortal",
"BlockingPortalProvider",
"check_cancelled",
"run",
"run_sync",
"start_blocking_portal",
)
import sys
from collections.abc import Awaitable, Callable, Coroutine, Generator
from concurrent.futures import Future
from contextlib imp... | DnlSQ/AI-Document-Intelligence | .venv/Lib/site-packages/anyio/from_thread.py | .py | 258b1b68268807f2 | 7 | 0 |
from __future__ import annotations
__all__ = (
"EventLoopToken",
"RunvarToken",
"RunVar",
"checkpoint",
"checkpoint_if_cancelled",
"cancel_shielded_checkpoint",
"current_token",
)
import enum
from dataclasses import dataclass
from types import TracebackType
from typing import TYPE_CHECKING... | DnlSQ/AI-Document-Intelligence | .venv/Lib/site-packages/anyio/lowlevel.py | .py | fb9f78f3867a2b98 | 7 | 0 |
from __future__ import annotations
__all__ = (
"BufferedByteReceiveStream",
"BufferedByteStream",
"BufferedConnectable",
)
import sys
from collections.abc import Callable, Iterable, Mapping
from dataclasses import dataclass, field
from typing import Any, SupportsIndex
from .. import ClosedResourceError, ... | DnlSQ/AI-Document-Intelligence | .venv/Lib/site-packages/anyio/streams/buffered.py | .py | bbb8420fc48dad81 | 7 | 0 |
from __future__ import annotations
__all__ = (
"FileReadStream",
"FileStreamAttribute",
"FileWriteStream",
)
from collections.abc import Callable, Mapping
from io import SEEK_SET, UnsupportedOperation
from os import PathLike
from pathlib import Path
from typing import IO, Any
from .. import (
BrokenR... | DnlSQ/AI-Document-Intelligence | .venv/Lib/site-packages/anyio/streams/file.py | .py | ea3ba32369be4092 | 7 | 0 |
from __future__ import annotations
__all__ = (
"TextConnectable",
"TextReceiveStream",
"TextSendStream",
"TextStream",
)
import codecs
import sys
from collections.abc import Callable, Mapping
from dataclasses import InitVar, dataclass, field
from typing import Any
from ..abc import (
AnyByteRecei... | DnlSQ/AI-Document-Intelligence | .venv/Lib/site-packages/anyio/streams/text.py | .py | 05c540189c35551b | 7 | 0 |
from __future__ import annotations
__all__ = (
"TLSAttribute",
"TLSConnectable",
"TLSListener",
"TLSStream",
)
import logging
import re
import ssl
import sys
from collections.abc import Callable, Mapping
from dataclasses import dataclass
from functools import wraps
from ssl import SSLContext
from typi... | DnlSQ/AI-Document-Intelligence | .venv/Lib/site-packages/anyio/streams/tls.py | .py | 1afb3ef983a81717 | 7 | 0 |
from __future__ import annotations
__all__ = (
"current_default_process_limiter",
"process_worker",
"run_sync",
)
import os
import pickle
import runpy
import subprocess
import sys
from collections import deque
from collections.abc import Callable
from types import ModuleType
from typing import TypeVar, ca... | DnlSQ/AI-Document-Intelligence | .venv/Lib/site-packages/anyio/to_process.py | .py | 8c7c3bbfa5c704d2 | 7 | 0 |
from __future__ import annotations
__all__ = (
"run_sync",
"current_default_thread_limiter",
)
import sys
from collections.abc import Callable
from typing import TYPE_CHECKING, TypeVar
from warnings import warn
from ._core._eventloop import get_async_backend
if TYPE_CHECKING:
from ._core._synchronizatio... | DnlSQ/AI-Document-Intelligence | .venv/Lib/site-packages/anyio/to_thread.py | .py | 6d8b335b49420df4 | 7 | 0 |
"""
certifi.py
~~~~~~~~~~
This module returns the installation location of cacert.pem or its contents.
"""
import sys
import atexit
def exit_cacert_ctx() -> None:
_CACERT_CTX.__exit__(None, None, None) # type: ignore[union-attr]
if sys.version_info >= (3, 11):
from importlib.resources import as_file, file... | DnlSQ/AI-Document-Intelligence | .venv/Lib/site-packages/certifi/core.py | .py | 5c55f2727746e697 | 7 | 0 |
"""
Stage 2, step 1: momentum-space function of the CONTINUUM-averaged nonlocal
d'Alembertian in d=2. Pure analysis -- no discrete matrix, no BB^dagger.
Continuum-averaged operator (already validated in b_eps.py):
Bbar phi(x) = (1/xi^2)[ -2 phi(x)
+ 4 rho int_{J^-(x)} dV e^{-rho V}(1 - 2 rho V + (r... | dr17414/lightspeed-fundamental-theory | analysis/gmom_2d.py | .py | a0698352e9e2d127 | 7 | 0 |
"""
Cross-check: repo's own continuum g(p^2) vs literature Eq.(15) of
Belenchia, Benincasa, Marciano, Modesto, arXiv:1507.00330 (PRD 93, 044017).
Paper d=2 minimal nonlocal d'Alembertian, momentum space (their Eq. 15):
g^(2)(k^2) = a2 * rho
+ 2 rho * sum_{n=0..2} (b_n/n!) * gam^n
* int... | dr17414/lightspeed-fundamental-theory | analysis/gmom_2d_bbmm.py | .py | 676bfda6eab278d6 | 7 | 0 |
"""Candidate-independent hard controls for Stage 5C C8.4.
This module deliberately contains no candidate kernel. It constructs two
1+1-dimensional continuum targets whose finite sprinklings remain permutation
orders, while their continuum massless-chiral transfer targets have opposite
directions. The two targets are... | dr17414/lightspeed-fundamental-theory | analysis/stage5c_hard_controls.py | .py | da6d277831d4e985 | 7 | 0 |
"""Track B, stage 1: 4D operator of Saravani--Aslanbeigi, arXiv:1502.01655.
This module implements ONLY the source-faithful position/momentum kernel on the
real spacelike section Z>0. It deliberately does not yet implement
complex-plane stability, quantum spectral density, Wick rotation, P(s), or d_s.
Primary source... | dr17414/lightspeed-fundamental-theory | analysis/track_b_4d.py | .py | 450afb66c56cff66 | 7 | 0 |
"""
B_eps_2d: smeared causal-set d'Alembertian, 1+1 Minkowski.
Formula taken verbatim from Dowker-Glaser / Sorkin -- no self-designed smearing.
B_eps^(2) phi(x) = (eps/l^2)[ -2 phi(x) + 4 eps sum_{y<x} f_2(n,eps) phi(y) ]
f_2(n,eps) = (1-eps)^n [ 1 - 2 eps n/(1-eps) + eps^2 n(n-1)/(2(1-eps)^2) ]
eps = (l/x... | dr17414/lightspeed-fundamental-theory | benchmarks/b_eps_2d.py | .py | ae54b2c97a4247e4 | 7 | 0 |
"""
test_appendix_b.py
===================
Regression test for 零時光網／因果相位網 研究進度與AI交接文件 v1.0, Appendix B.
Purpose
-------
1. Confirms (empirically, on random finite causal sets) that the naive
retarded operator
(D_C psi)_i = sum_{j prec i} f(|I(j,i)|) U_ij psi_j
is always strictly lower-triangular under any... | dr17414/lightspeed-fundamental-theory | tests/test_appendix_b.py | .py | ea79842b1f795e39 | 7.5 | 0 |
"""
test_order_invariants.py
========================
Unit tests for causal-set order invariants.
Verifies transitivity, irreflexivity, antisymmetry, and generator sanity checks
across the entire FAMILY of posets in order_bench.py.
"""
import sys
import os
import numpy as np
# Ensure benchmarks folder is in python mod... | dr17414/lightspeed-fundamental-theory | tests/test_order_invariants.py | .py | 164a6e41e2aad30c | 7.5 | 0 |
"""
Regression tests for the d=2 spectral dimension pipeline.
Every assertion below is a statement made by
Belenchia, Benincasa, Marciano, Modesto, arXiv:1507.00330 (PRD 93, 044017)
about their own operators. None is a target we invented. If a future change
to analysis/spectral_dim_2d.py silently swaps in a differ... | dr17414/lightspeed-fundamental-theory | tests/test_spectral_dim_2d.py | .py | e34e088bb6bdc3b7 | 7.5 | 0 |
"""
Regression tests for the d=4 spectral dimension pipeline (Track A replication).
Verifies key limits and constants for the 4D GCB operator, including
the IR limit, UV limit, regularized UV limit, and spectral dimension flow.
"""
import os
import sys
import numpy as np
import pytest
sys.path.insert(0, os.path.dirn... | dr17414/lightspeed-fundamental-theory | tests/test_spectral_dim_4d.py | .py | cda51ddd6f63211c | 7.5 | 0 |
"""Regression tests for Stage 5B-2 limited Result B.
These tests pin three independent claims:
* the rank diagnostic must be three-valued to respect the global U<->V swap;
* independent monotone null-coordinate reparameterisations preserve the order
and the rank diagnostic while a metric comparison can change;... | dr17414/lightspeed-fundamental-theory | tests/test_stage5b_link_channel.py | .py | cecd032d9f1f8c12 | 7.5 | 0 |
"""Stage-1 regression tests for arXiv:1502.01655 Track B 4D operator."""
import os
import sys
import numpy as np
import pytest
from scipy import integrate
sys.path.insert(0, os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
from analysis.track_b_4d import A, DELTA_COEFF, f_smooth, delta_g, g_spacelike
def... | dr17414/lightspeed-fundamental-theory | tests/test_track_b_4d.py | .py | 690a34bdca9fc890 | 7.5 | 0 |
import asyncio
import importlib
import os
import pkgutil
from logging.config import fileConfig
from alembic import context
from sqlalchemy import pool
from sqlalchemy.engine import Connection
from sqlalchemy.ext.asyncio import async_engine_from_config
from src.infrastructure.config.settings import settings
from src.i... | lakshyakumarsaini07/Salesforce-QA-Agent | backend/migrations/env.py | .py | 6e0d09417992e80b | 7 | 0 |
"""Authentication-specific HTTP exceptions.
This module provides HTTP exceptions specifically designed for authentication
and authorization scenarios, extending the base FastCRUD exceptions with
auth-specific functionality like CSRF protection.
The module re-exports commonly used HTTP exceptions from FastCRUD for
con... | lakshyakumarsaini07/Salesforce-QA-Agent | backend/src/infrastructure/auth/http_exceptions.py | .py | a4aa4cae965b2299 | 7 | 0 |
import json
from typing import Any
try:
import aiomcache
except ImportError:
raise ImportError(
"The aiomcache package is not installed. "
"Please install it with 'pip install aiomcache' or 'pip install -e \".[memcached]\"'"
)
from pydantic import BaseModel
from ...config.settings import ... | lakshyakumarsaini07/Salesforce-QA-Agent | backend/src/infrastructure/cache/backends/memcached.py | .py | 00c407762d27dc0e | 7 | 0 |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.