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 |
|---|---|---|---|---|---|---|
import logging
import queue
import time
import re
import atexit
from logging.handlers import QueueHandler, RotatingFileHandler
from rich.logging import RichHandler
from pydantic import BaseModel
from typing import Optional, Tuple
from pathlib import Path
class LoggingConfig(BaseModel):
log_level: str = "INFO"
... | mozarkai/optics-framework | optics_framework/common/logging_config.py | .py | 375a6c45a470cffd | 7.52 | 10 |
from uuid import uuid4
from enum import Enum
from typing import Optional, Dict, List, Callable, Any
from pydantic import BaseModel, Field
from optics_framework.common.logging_config import internal_logger
from optics_framework.common.error import OpticsError, Code
# State Enum
class State(str, Enum):
NOT_RUN = "NO... | mozarkai/optics-framework | optics_framework/common/models.py | .py | 9d3797ef232d047c | 7.52 | 10 |
from typing import Union, List, Dict, Optional, Type, TypeVar, Any
from pydantic import BaseModel
from optics_framework.common.base_factory import InstanceFallback
from optics_framework.common.driver_interface import DriverInterface
from optics_framework.common.elementsource_interface import ElementSourceInterface
from... | mozarkai/optics-framework | optics_framework/common/optics_builder.py | .py | 087ed11f1cc72ac0 | 7.52 | 10 |
import csv
import yaml
import re
import inspect
from abc import ABC, abstractmethod
from typing import Callable, Optional, Dict, Union, List, Tuple, cast
from optics_framework.common.logging_config import internal_logger
from optics_framework.common.models import (
ApiData,
ApiDefinition,
ExpectedResultDefi... | mozarkai/optics-framework | optics_framework/common/runner/data_reader.py | .py | cafa76575a2adddd | 7.52 | 10 |
from typing import Callable, Dict, Optional
from optics_framework.common.logging_config import internal_logger
class KeywordRegistry:
"""
Manages a mapping of keyword function names to their methods.
This class maintains a registry of callable methods extracted from given
instances. It maps public me... | mozarkai/optics-framework | optics_framework/common/runner/keyword_register.py | .py | d57d82709c83c82e | 7.52 | 10 |
import abc
from typing import Dict, List, Optional
import shutil
import json
from pydantic import BaseModel, Field
from rich.live import Live
from rich.tree import Tree
from rich.text import Text
from rich.panel import Panel
from rich.progress import Progress, TaskID
from rich.console import Group
from rich import get_... | mozarkai/optics-framework | optics_framework/common/runner/printers.py | .py | 7591c31b8dec1063 | 7.52 | 10 |
import cv2
import time
import threading
import queue
from skimage.metrics import structural_similarity as ssim
from optics_framework.common import utils
from optics_framework.common.logging_config import internal_logger
class ScreenshotStream:
def __init__(self, capture_screenshot_callable, max_queue_size=100, deb... | mozarkai/optics-framework | optics_framework/common/screenshot_stream.py | .py | 83e62529589bd01a | 7.52 | 10 |
import shutil
import tempfile
import uuid
import asyncio
from abc import ABC, abstractmethod
from typing import Dict, Optional
from pathlib import Path
from optics_framework.common.Junit_eventhandler import setup_junit, cleanup_junit
from optics_framework.common.config_handler import Config, ConfigHandler
from optics_f... | mozarkai/optics-framework | optics_framework/common/session_manager.py | .py | 508a6ae62c7ba241 | 7.52 | 10 |
"""Shared LLM-driven step curation for the NL agent and AI self-heal.
Both :class:`~optics_framework.common.nl_agent.NaturalLanguageAgent` and
:class:`~optics_framework.common.ai_self_heal.AISelfHealHandler` drive the UI one
keyword at a time and finish with an ordered list of *successful* steps that may
still contain... | mozarkai/optics-framework | optics_framework/common/step_curation.py | .py | 2fb365a224ddf7d4 | 7.52 | 10 |
from abc import ABC, abstractmethod
from typing import Optional, Tuple, Any, List
class TextInterface(ABC):
"""
Abstract base class for text processing engines.
This interface defines methods for detecting and locating text (e.g., via OCR)
within input data, such as images or video frames, implementi... | mozarkai/optics-framework | optics_framework/common/text_interface.py | .py | 1dc3bfa13d988ee3 | 7.52 | 10 |
from typing import TYPE_CHECKING, Optional, Tuple, Any
from fuzzywuzzy import fuzz
from bs4 import BeautifulSoup
from lxml import html
from selenium.webdriver.common.by import By
from selenium.common.exceptions import NoSuchElementException
from optics_framework.common.logging_config import internal_logger
from optics_... | mozarkai/optics-framework | optics_framework/engines/drivers/selenium_UI_helper.py | .py | 9db1600e3a8e05a9 | 7.52 | 10 |
# pyright: standard
"""Address — typed heap/region address."""
from __future__ import annotations
from dataclasses import dataclass
@dataclass(frozen=True)
class Address:
"""A heap object or region address (e.g., 'obj_0', 'arr_3', 'mem_0')."""
value: str
def __post_init__(self) -> None:
if not... | avishek-sen-gupta/red-dragon | interpreter/address.py | .py | f02342b1c67fa5e3 | 7.56 | 12 |
# pyright: standard
"""Pure functions to extract ErrorSpan regions from a tree-sitter AST."""
from __future__ import annotations
import logging
from functools import reduce
from typing import Any
from interpreter.ast_repair.error_span import ErrorSpan
logger = logging.getLogger(__name__)
def extract(root_node: An... | avishek-sen-gupta/red-dragon | interpreter/ast_repair/error_span_extractor.py | .py | 4657cf95fa45fe27 | 7.56 | 12 |
# pyright: standard
"""Builds LLM prompts for syntax repair and parses responses."""
from __future__ import annotations
import logging
from dataclasses import dataclass
from interpreter.ast_repair.error_span import ErrorSpan
logger = logging.getLogger(__name__)
FRAGMENT_DELIMITER = "===FRAGMENT==="
@dataclass(fr... | avishek-sen-gupta/red-dragon | interpreter/ast_repair/repair_prompter.py | .py | 4539ac51b3ffead9 | 7.56 | 12 |
# pyright: standard
"""Decorator that wraps any Frontend, repairing tree-sitter parse errors via LLM."""
from __future__ import annotations
import logging
from interpreter.ast_repair.error_span_extractor import extract
from interpreter.ast_repair.repair_config import RepairConfig
from interpreter.ast_repair.repair_p... | avishek-sen-gupta/red-dragon | interpreter/ast_repair/repairing_frontend_decorator.py | .py | 2cc223e6ca739b56 | 7.56 | 12 |
"""CFG Builder."""
from __future__ import annotations
from interpreter import constants
from interpreter.cfg_types import (
CFG,
BasicBlock,
) # noqa: F401 — re-exported for backwards compatibility
from interpreter.instructions import (
Branch,
BranchIf,
CallCtorFunction,
CallFunction,
Ha... | avishek-sen-gupta/red-dragon | interpreter/cfg.py | .py | 7ae627bc1e73eb17 | 7.56 | 12 |
# pyright: standard
"""ClassName — typed class/type name."""
from __future__ import annotations
from dataclasses import dataclass
@dataclass(frozen=True)
class ClassName:
"""A class or type name."""
value: str
def __post_init__(self) -> None:
if not isinstance(self.value, str):
rai... | avishek-sen-gupta/red-dragon | interpreter/class_name.py | .py | d439a1c9298dec1f | 7.56 | 12 |
# pyright: standard
"""ClosureId — typed closure environment identifier."""
from __future__ import annotations
from dataclasses import dataclass
@dataclass(frozen=True)
class ClosureId:
"""A closure environment identifier (e.g., 'closure_42')."""
value: str
def __post_init__(self) -> None:
if ... | avishek-sen-gupta/red-dragon | interpreter/closure_id.py | .py | 2231c80faf577fd5 | 7.56 | 12 |
"""Neutral access-method outcome — the engine's shared, consumer-agnostic result.
Carries the underlying access-method *condition*, NOT any consumer's status
vocabulary (no COBOL FILE STATUS, no CICS EIBRESP). Each consumer adapter maps
AccessCondition to its own vocabulary.
"""
from __future__ import annotations
fr... | avishek-sen-gupta/red-dragon | interpreter/cobol/access_result.py | .py | d26c1516a7be4398 | 7.56 | 12 |
# pyright: standard
"""Alphanumeric encoding/decoding — reference implementation.
Ported from smojol's AlphanumericDataTypeSpec.java.
Uses EBCDIC encoding, right-pads with EBCDIC spaces (0x40),
truncates from the right if over-length.
This is a reference implementation for testing — NOT a VM builtin.
"""
from __futu... | avishek-sen-gupta/red-dragon | interpreter/cobol/alphanumeric.py | .py | f3278316f7ba0c54 | 7.56 | 12 |
# pyright: standard
"""COBOL ASG types — frozen dataclasses defining the JSON contract.
These dataclasses represent the Abstract Semantic Graph produced by
the ProLeap bridge (Java/ANTLR4). The bridge parses COBOL source and
emits JSON to stdout; these types consume that JSON via from_dict().
"""
from __future__ impo... | avishek-sen-gupta/red-dragon | interpreter/cobol/asg_types.py | .py | 0e74ee7ff6310598 | 7.56 | 12 |
# pyright: standard
"""AstStore — a per-run, parallel, strategy-backed cache of parsed COBOL ASGs.
The knowledge-graph and multi-file-compile paths parse many programs; holding
every CobolASG in RAM does not scale. AstStore parses in parallel (thread pool
over the JVM bridge) and, under the DISK strategy, keeps only r... | avishek-sen-gupta/red-dragon | interpreter/cobol/ast_store.py | .py | ee2f616e36536e1d | 7.56 | 12 |
# pyright: standard
"""COMP/BINARY big-endian two's complement encoding/decoding — reference implementation.
COMP (also COMP-4, BINARY) stores numeric values as big-endian
two's complement integers. The PIC clause determines the digit count,
which determines byte size:
- 1-4 digits -> 2 bytes (halfword)
- 5-9 dig... | avishek-sen-gupta/red-dragon | interpreter/cobol/binary.py | .py | cd4a8c8fb68128fe | 7.56 | 12 |
# pyright: standard
"""Named constants for COBOL encoding/decoding — eliminates magic hex values and strings."""
from __future__ import annotations
from enum import StrEnum
class NibblePosition(StrEnum):
"""Position of a nibble within a byte."""
HIGH = "high"
LOW = "low"
class CobolEncoding(StrEnum):... | avishek-sen-gupta/red-dragon | interpreter/cobol/cobol_constants.py | .py | 78dd015171746e4f | 7.56 | 12 |
# pyright: standard
"""COBOL arithmetic expression tree.
Expression trees are emitted in structured JSON by the ProLeap bridge
(``serializeArithmeticExpr``) and consumed via :func:`expr_from_dict`. This
module defines the :data:`ExprNode` dataclass hierarchy plus the
:func:`expr_from_dict` / :func:`expr_to_dict` (de)s... | avishek-sen-gupta/red-dragon | interpreter/cobol/cobol_expression.py | .py | b49a13e785a43236 | 7.56 | 12 |
# pyright: standard
"""COBOL parser — subprocess bridge to ProLeap.
The ProLeap bridge is a separate Java repo that parses COBOL source
using ANTLR4 and emits JSON ASG to stdout. This module wraps the
subprocess call and deserializes the JSON into CobolASG.
"""
from __future__ import annotations
import json
import l... | avishek-sen-gupta/red-dragon | interpreter/cobol/cobol_parser.py | .py | 797b58e85c230434 | 7.56 | 12 |
# pyright: standard
"""COBOL type descriptors — pure dataclasses for type metadata."""
from __future__ import annotations
from dataclasses import dataclass
from enum import Enum
class CobolDataCategory(str, Enum):
"""COBOL data type categories supported by the type system.
These are STORAGE categories, coa... | avishek-sen-gupta/red-dragon | interpreter/cobol/cobol_types.py | .py | 5841f50beb245c60 | 7.56 | 12 |
# pyright: standard
"""COMP-3 (packed BCD) encoding/decoding — reference implementation.
Ported from smojol's Comp3DataTypeSpec.java.
Two digits per byte, sign in the low nibble of the last byte.
Size = (total_digits // 2) + 1.
Sign nibble: 0xC = positive, 0xD = negative, 0xF = unsigned.
This is a reference implement... | avishek-sen-gupta/red-dragon | interpreter/cobol/comp3.py | .py | 2a0e3f7ddcb7c0f1 | 7.56 | 12 |
# pyright: standard
"""Condition name types for COBOL level-88 condition names.
A level-88 entry defines named conditions on a parent field. Each condition
has one or more values (discrete or THRU ranges) that the parent field can
match. For example:
05 WS-STATUS PIC X(1).
88 STATUS-ACTIVE VALUE 'A'.
... | avishek-sen-gupta/red-dragon | interpreter/cobol/condition_name.py | .py | 6087dc625310315b | 7.56 | 12 |
# pyright: standard
"""Condition name index — maps level-88 condition names to parent fields.
Builds a lookup from condition names to their parent field name and
associated values, enabling condition_lowering to expand bare condition
name references (e.g. IF STATUS-ACTIVE) into parent field comparisons.
"""
from __fu... | avishek-sen-gupta/red-dragon | interpreter/cobol/condition_name_index.py | .py | f32fcbb6fd380d42 | 7.56 | 12 |
# pyright: standard
"""Data alignment filters for COBOL numeric formatting.
Ported from smojol's RightAdjuster, LeftAdjuster, DecimalPointAligner.
Pure functions — zero dependencies.
"""
from __future__ import annotations
def right_adjust(value: str, length: int) -> str:
"""Right-pad with spaces, truncate from ... | avishek-sen-gupta/red-dragon | interpreter/cobol/data_filters.py | .py | 8638ab187e6c7cd7 | 7.56 | 12 |
# pyright: standard
"""EBCDIC ↔ ASCII bidirectional lookup tables.
Ported from smojol's ByteConverter.java — 256-entry mapping between
EBCDIC (Code Page 037 / CP500 common subset) and ASCII.
"""
from __future__ import annotations
# fmt: off
# EBCDIC-to-ASCII lookup: index = EBCDIC byte, value = ASCII byte.
_EBCDIC_T... | avishek-sen-gupta/red-dragon | interpreter/cobol/ebcdic_table.py | .py | 401d19df28b953f5 | 7.56 | 12 |
"""COBOL edit-picture formatting.
Applies COBOL editing rules when a value is MOVEd into an edited receiving item.
Two categories are edited: numeric-edited (e.g. ``PIC +99999999.99``,
``+ZZZ,ZZZ,ZZZ.99``, ``Z(9).99-``), handled by :func:`format_edited`, and
alphanumeric-edited (e.g. ``PIC XXBXXBXX``, ``XX/XX/XXXX``),... | avishek-sen-gupta/red-dragon | interpreter/cobol/edit_picture.py | .py | e3b01e757ba133e6 | 7.56 | 12 |
"""Auto-discovered skill evals from sibling test_cases.yaml files.
The eval framework discovers skills by scanning subdirectories of evals/skills/.
Each skill directory must contain:
- system_prompt.md — the system prompt sent to the agent
- test_cases.yaml — one or more test cases (query, schema, expected)
Op... | openshift/agentic-skills | evals/skills/test_eval.py | .py | 3fb889a78ee5cc1c | 7.98 | 8 |
"""Stdio framing codec (Content-Length / JSONL)."""
from __future__ import annotations
import json
from typing import Any
class AcpCodec:
"""Header & line framing codec for JSON-RPC 2.0 stdio."""
@staticmethod
def read_message(stream: Any, max_bytes: int = 10 * 1024 * 1024) -> tuple[dict[str, Any] | No... | pvnc228/local-coding-agent | local_coding_agent/acp_server/_codec.py | .py | 5dfeb5064468126b | 7.5 | 9 |
"""VRAM-based worker-pool calibration for one Ollama model runtime.
The worker pool cannot promise physical parallelism that a single machine does
not have. This module answers one question: given a model and a VRAM budget,
how many concurrent worker slots can we run without over-subscribing memory?
"""
from __future... | pvnc228/local-coding-agent | local_coding_agent/calibration.py | .py | 2c200148a5e027e8 | 7.5 | 9 |
"""Harness State Machine and Context Manager (R14).
Provides deterministic state tracking and stateless context assembly for local models.
"""
from __future__ import annotations
import json
from dataclasses import dataclass, field
from typing import Any
from .task import TaskEnvelope
@dataclass
class HarnessState... | pvnc228/local-coding-agent | local_coding_agent/context_manager.py | .py | 3853fecaa191f2cf | 7.5 | 9 |
"""Harness-agnostic delegating agent: decompose, delegate, decompose further.
The delegating agent owns the outer "expensive agent" loop: it breaks a wide
task into bounded children using decomposition templates, delegates each child
through the transport-neutral ``delegate`` seam, and on a decomposable failure
re-spl... | pvnc228/local-coding-agent | local_coding_agent/delegator.py | .py | 2acec90b5ffc08ed | 7.5 | 9 |
"""Desktop Harness embedded HTTP server with persistent storage and process orchestration."""
from __future__ import annotations
import json
import os
import subprocess
import threading
import time
from http.server import ThreadingHTTPServer
from pathlib import Path
from typing import Any
from ...stats import Delega... | pvnc228/local-coding-agent | local_coding_agent/desktop/server/_server.py | .py | 60a7c0c8e46c28dc | 7.5 | 9 |
"""Lifecycle hook bridge: registry and dispatcher (R30)."""
from __future__ import annotations
import re
import threading
import uuid
from dataclasses import asdict, dataclass
from typing import Any, Callable
from ._decision import HookDecision
@dataclass
class _HookRegistration:
hook_id: str
point: str
... | pvnc228/local-coding-agent | local_coding_agent/hooks/_bridge.py | .py | 4c97e8fc0f034787 | 7.5 | 9 |
# wrap a recurrent policy so its carried state - the memory - threads through
# a rollout, reset to `init_memory` on each episode start
from __future__ import annotations
import torch
from torch import atleast_1d, cat, nn
from populora._utils import cast_tensor, default, exists
# helpers
def init_memory_tensor(ini... | lucidrains/populora | populora/memory.py | .py | 7b0d4c8e448aabd6 | 7.64 | 18 |
"""Build the legal-Estonian collocation / frequency index that powers the
`common_legal_usage` tool — the "what's the canonical legal phrasing" engine.
DATA, THE SMART WAY: we never store the corpus, only the statistics distilled
from it. The source is streamed sentence-by-sentence; each is lemmatised with
Vabamorf (t... | silly-geese/estonian-mcp | scripts/build_legal_collocations.py | .py | f0ab1480e8cb1a38 | 7.63 | 17 |
"""Tests for per-IP rate-limit bucketing (public mode).
The bug these pin down: `_client_ip` returned `scope["client"][0]`, which
uvicorn had rewritten from the LEFTMOST `X-Forwarded-For` entry. A proxy
APPENDS to whatever the caller sent, so the leftmost entry is entirely
caller-controlled — meaning any caller could ... | silly-geese/estonian-mcp | tests/test_client_ip.py | .py | 6912f83fbe8fe028 | 8.13 | 17 |
"""Unit tests for the compound-familiarity verdict.
`_familiarity_verdict` is the pure decision behind check_compound_familiarity.
Splitting it out means the coinage heuristic can be tested WITHOUT loading
the 33 MB fastText model — we feed it real nearest-neighbour data captured
from the production model and assert t... | silly-geese/estonian-mcp | tests/test_familiarity.py | .py | 50570a10a6abdb09 | 8.13 | 17 |
"""Tests for attributive indeclinability (issue #42).
`_is_indeclinable_attr` decides whether an attribute stays in base form
under adjective-noun agreement. Two defects are pinned here.
1. The reported one: the `-mata` form was omitted. EKI is explicit that it
is the tud-participle's negative counterpart and "jää... | silly-geese/estonian-mcp | tests/test_indeclinable.py | .py | a2b54cbc0cfb1454 | 8.13 | 17 |
"""Tests for the legal-Estonian tools (check_legalese, check_defined_terms).
Both are pure (Vabamorf morphology + regex, no fastText/WordNet), so they run
locally without the model artifacts. The check_compound_familiarity legal
de-noise assertion lives in test_smoke.py (it needs the fastText model, which
only CI has)... | silly-geese/estonian-mcp | tests/test_legal.py | .py | 4062cda2a08a02d9 | 8.13 | 17 |
"""PRIVACY.md says the running server makes no outbound HTTP calls. This
test enforces it instead of trusting it.
Every tool is invoked with `socket.socket.connect` and
`socket.create_connection` replaced by a raiser, so any attempt to open an
outbound connection fails loudly and names the tool that tried.
Why this e... | silly-geese/estonian-mcp | tests/test_no_network.py | .py | 48adb4c6496c974a | 8.13 | 17 |
"""Tests for the editorial tools: impersonal-voice counting,
check_officialese, and check_term_consistency.
These pin the behaviour against a real Estonian R&D report paragraph and
the plain-language rewrite a native speaker produced from it — the
bureaucratic original must flag and the human rewrite must come back
cl... | silly-geese/estonian-mcp | tests/test_officialese.py | .py | 2ddf697104f5d99b | 8.13 | 17 |
"""Tests for resource-availability handling (issues #37 and #38).
The defect these pin down: `check_term_consistency` returned
"Ebajärjekindlat terminikasutust ei tuvastatud" — a confident negative —
while one of its two rules was switched off because Estonian WordNet was
missing. The only signal was a `rules_run` fla... | silly-geese/estonian-mcp | tests/test_resources.py | .py | 989c03a9addbd060 | 8.13 | 17 |
#!/usr/bin/env python
"""Score a topica model's topics against a reference's, after topic alignment.
Topic models from different implementations cannot be compared element-wise: the
topic order is arbitrary and the RNG differs. This aligns the two topic-word
matrices by Hungarian assignment (maximizing cosine) and rep... | nealcaren/topica | .claude/skills/add-topic-model/scripts/compare_to_reference.py | .py | 4849dc60c5446654 | 7.42 | 6 |
"""Topic-count (K) scaling benchmark for the logistic-normal variational fit.
Shows where topica 0.17.0's memory and speed options matter: the per-document
variational covariance is O(N*K^2), so it dominates at large K. This sweeps K at a
fixed corpus and measures, for each variant, the fit time and peak RSS:
* lap... | nealcaren/topica | benchmarks/bench_scaling.py | .py | eca46b49599ccc38 | 7.42 | 6 |
"""Benchmark topica's STM per-iteration fit cost against R ``stm``.
This is the *mechanism* benchmark: it isolates per-iteration engine efficiency by
running both engines a fixed number of EM iterations from a common Spectral init
(R with ``max.em.its=iters, emtol=0`` so it does not stop early; topica with
``convergen... | nealcaren/topica | benchmarks/bench_stm.py | .py | 616d29bfec1c118e | 7.42 | 6 |
"""Hierarchical recovery: fit HLDA on the dedicated domain-structured corpus and
check it recovers the planted 2-level tree (domains at internal nodes, topics at
leaves; docs routed by domain)."""
import json, glob, re, sys
import numpy as np
import topica
topica.enable_experimental()
try:
from sklearn.metrics impo... | nealcaren/topica | benchmarks/synthetic/score_hierarchical.py | .py | fbdaf3379786de3e | 7.42 | 6 |
"""Doc-topic (theta) mixture recovery: the metric that separates admixture models
(LDA/STM) from mixture models (GSDMM). Both are fit on the SAME full documents;
we align topics to truth, then compare each model's recovered doc_topic to the
planted theta_d -- overall and binned by document mixedness (effective #topics)... | nealcaren/topica | benchmarks/synthetic/score_theta.py | .py | c9a6adc16ac1f4be | 7.42 | 6 |
"""Party and time in congressional press releases — a Structural Topic Model tour.
U.S. House members put out a steady stream of press releases, and what they
choose to talk about is shaped by two things this tutorial makes explicit: *who*
is speaking (party) and *when* (year). That is exactly the setting the Structur... | nealcaren/topica | examples/congress_tutorial.py | .py | 6a4da6f4d5f1915f | 7.42 | 6 |
"""Reproduce the STM (Structural Topic Model) R-package vignette with topica.
Works through the same analysis as Roberts, Stewart & Tingley's `stm` vignette,
on the same data (`gadarian`: 341 open-ended survey responses about immigration,
with an experimental `treatment` and party-id `pid_rep`), using topica
instead o... | nealcaren/topica | examples/stm_vignette.py | .py | cb96f2149d229d12 | 7.42 | 6 |
"""One-command reproduction of every number in the topica paper.
Runs the three empirical parts of the paper end to end and writes a single
consolidated report that maps each paper claim to its freshly computed value:
- Section 5 Validation against reference implementations (parity/*)
- Section 6 Performance be... | nealcaren/topica | paper/reproduce.py | .py | af3312722d6a134b | 7.42 | 6 |
"""Push notifications via ntfy (https://ntfy.sh) — same pattern as Invoke-RestMethod -Uri https://ntfy.sh/$Topic."""
from __future__ import annotations
import json
from typing import Any
from urllib.parse import quote
import requests
from app.config import settings
def send_ntfy(
message: str,
*,
title... | bbartling/py-bacnet-stacks-playground | vibe_code_apps_10/diy-bas/app/ntfy_out.py | .py | 70ab46250c0ed5cb | 7.63 | 17 |
"""Helpers for diy-bacnet schedule read + pushing occupancy to linked BACnet binary points."""
from __future__ import annotations
from typing import Any
from app import rpc_client, trend_store
def extract_schedule_present_value(payload: dict[str, Any]) -> Any | None:
"""Best-effort present / effective value fro... | bbartling/py-bacnet-stacks-playground | vibe_code_apps_10/diy-bas/app/schedule_bacnet.py | .py | bdcbb4306a6444b0 | 7.63 | 17 |
"""Map diy-bas schedule JSON ↔ diy-bacnet ``server_update_schedule`` weekly format.
diy-bacnet expects ``weekly_schedule`` as **7 lists** in **Monday → Sunday** order
(see server-rpc.md). The vanilla UI uses Sunday → Saturday — we convert here.
"""
from __future__ import annotations
from typing import Any
# BACnet ... | bbartling/py-bacnet-stacks-playground | vibe_code_apps_10/diy-bas/app/schedules_bridge.py | .py | c8b204e8a0b6549a | 7.63 | 17 |
"""Async Alembic environment."""
from __future__ import annotations
import asyncio
import logging
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 qq_ai_bot.config i... | YuanYeYouTao/Yuki-QQbot | migrations/env.py | .py | db0d07dd083b7181 | 7.54 | 11 |
"""Record durable causality for proactive plugin replies.
Revision ID: 0050
Revises: 0049
Create Date: 2026-08-28
"""
from __future__ import annotations
from collections.abc import Sequence
from alembic import op
revision: str = "0050"
down_revision: str | None = "0049"
branch_labels: str | Sequence[str] | None = ... | YuanYeYouTao/Yuki-QQbot | migrations/versions/0050_plugin_reply_causality.py | .py | 4b19b2275ede95e6 | 7.54 | 11 |
"""Typed GitHub Monitor failures."""
from __future__ import annotations
from datetime import datetime
class GitHubMonitorError(RuntimeError):
pass
class GitHubAPIError(GitHubMonitorError):
def __init__(
self,
category: str,
status_code: int = 0,
*,
remaining: int | ... | YuanYeYouTao/Yuki-QQbot | plugins/github-monitor/github_monitor/errors.py | .py | 8ba01d4d159943a8 | 7.54 | 11 |
"""Provider-neutral contracts for deterministic speech-only text transforms."""
from __future__ import annotations
from dataclasses import dataclass
from typing import Protocol
class SpeechTextFrontendUnavailable(RuntimeError):
"""A configured local frontend cannot safely process its language."""
@dataclass(f... | YuanYeYouTao/Yuki-QQbot | services/genie_tts_worker/src/genie_tts_worker/text_frontends/base.py | .py | 7a353e78db4c8530 | 7.54 | 11 |
#!/usr/bin/env python3
"""Verify that release artifacts came from the exact tagged SDK commit."""
from __future__ import annotations
import argparse
import hashlib
import json
import re
import subprocess
import sys
import tarfile
import zipfile
from email.message import Message
from email.parser import Parser
from pa... | gleanwork/glean-indexing-sdk | scripts/check_publish_provenance.py | .py | 03f213a311bb97ca | 7.5 | 9 |
#!/usr/bin/env python3
"""Verify that Ruff discovers and enforces the repository policy used by CI."""
from __future__ import annotations
import subprocess
import sys
from pathlib import Path
ROOT = Path(__file__).resolve().parents[1]
CONFIG = ROOT / "pyproject.toml"
CONTROL_FILENAME = ROOT / "_ruff_policy_control.p... | gleanwork/glean-indexing-sdk | scripts/check_ruff_config.py | .py | a096d265bc628fd8 | 7.5 | 9 |
#!/usr/bin/env python3
"""Find the nearest reachable prior tag matching the publish version grammar."""
from __future__ import annotations
import argparse
import subprocess
import sys
from typing import NoReturn
from check_publish_provenance import TAG_PATTERN
class PreviousTagError(Exception):
"""The previous... | gleanwork/glean-indexing-sdk | scripts/find_previous_release_tag.py | .py | 5f648ddc48ad4d47 | 7.5 | 9 |
from collections.abc import Generator
from typing import Any
from glean.indexing.recipes.pull import BasePullHttpStreamingDataClient
from .article_data import ArticleData
class LargeKnowledgeBaseClient(BasePullHttpStreamingDataClient[ArticleData]):
"""Streams every article from an offset-paginated source API.""... | gleanwork/glean-indexing-sdk | snippets/streaming/article_data_client.py | .py | 94f820d39b3c05b6 | 7.5 | 9 |
"""`glean-idx completion` — shell completion for interactive use.
Click can complete commands and options, but only once the shell has been told
how. The documented way is an incantation involving an internal environment
variable; printing the script from a real subcommand is something a person can
discover from `--he... | gleanwork/glean-indexing-sdk | src/glean/indexing/cli/commands/completion.py | .py | 8f4d8bc2a13741e7 | 7.5 | 9 |
"""`glean-idx doctor` — check that the environment is ready before anything else.
A bad or missing token otherwise surfaces part-way through a crawl, as a
`MissingEnvironmentVariableError` from whichever call happened to run first.
This turns that into one deliberate, early check with an actionable result.
"""
from _... | gleanwork/glean-indexing-sdk | src/glean/indexing/cli/commands/doctor.py | .py | fcb40ae7c984e8f8 | 7.5 | 9 |
"""`glean-idx document` — inspect and remove individual indexed documents.
The commands here answer the question that follows every crawl: did *this*
document land, and can the right people see it. Each needs only credentials, so
they run anywhere — including `uvx`, before you have a project.
"""
from __future__ impo... | gleanwork/glean-indexing-sdk | src/glean/indexing/cli/commands/document.py | .py | 3584f1b6a7d7f7d9 | 7.5 | 9 |
"""`glean-idx run` — execute a connector against Glean.
The command the whole CLI exists to support. Everything else either prepares for
this or inspects what it produced.
Deliberately matched to how the deployed connector runs: the generated Kubernetes
entrypoint imports the target named in the project file, constru... | gleanwork/glean-indexing-sdk | src/glean/indexing/cli/commands/run.py | .py | 077d2ddacfab1f2c | 7.5 | 9 |
"""`glean-idx schema` — the shape of what a connector has to produce.
`transform()` returns API models, and getting a field name or nesting wrong is
the most common way for a connector to upload something Glean rejects. Printing
the schema means neither a person nor an agent has to read the SDK's source to
find out wh... | gleanwork/glean-indexing-sdk | src/glean/indexing/cli/commands/schema.py | .py | f003d27bb539fd36 | 7.5 | 9 |
"""`glean-idx test` — run a connector at one of three fidelities.
The SDK's `TestHarness` already defines the progression: mock Glean, then the
real source against a mocked Glean, then both real. This exposes it so that
checking a connector does not require writing a test file first, which is what
made the middle phas... | gleanwork/glean-indexing-sdk | src/glean/indexing/cli/commands/test.py | .py | b02acf8f68cc1fd8 | 8 | 9 |
"""`glean-idx validate` — the gate between planning a connector and building one.
The artifacts under a connector's `.glean/` directory are what an agent and a
person agreed the connector would do. This checks they are complete, filled in,
and confirmed before any implementation code gets written.
Shipped as part of ... | gleanwork/glean-indexing-sdk | src/glean/indexing/cli/commands/validate.py | .py | b9e265edf7f8d796 | 7.5 | 9 |
"""Error types for the `glean-idx` CLI.
Every failure the CLI raises deliberately carries three things: a stable
machine-readable ``code`` that agents can branch on, a human-readable message,
and — where one exists — a concrete ``hint`` naming the command that fixes it.
Exit codes are stable and documented so callers ... | gleanwork/glean-indexing-sdk | src/glean/indexing/cli/errors.py | .py | c1dab28b0d6a2134 | 7.5 | 9 |
"""Root group for `glean-idx`.
Commands are loaded lazily. `glean-idx document status` should not pay to import
Jinja2 and the cloud SDKs that `deploy` needs, and a CLI invoked repeatedly by an
agent notices the difference.
"""
from __future__ import annotations
import importlib
from pathlib import Path
from typing ... | gleanwork/glean-indexing-sdk | src/glean/indexing/cli/main.py | .py | 9b788608e16f9963 | 7.5 | 9 |
"""Output rendering for the `glean-idx` CLI.
Two modes, one envelope. Text is for people; JSON is for agents and pipelines.
The default is chosen by whether stdout is a terminal, so a skill that pipes
output gets JSON without having to pass a flag, and a person at a prompt gets
readable text without having to know one... | gleanwork/glean-indexing-sdk | src/glean/indexing/cli/output.py | .py | b86107078ceab2dd | 7.5 | 9 |
"""Declarative preconditions for `glean-idx` commands.
A command states what it needs; the check runs before any work, so a missing
token or a wrong working directory fails in milliseconds with one consistent,
actionable message rather than part-way through a crawl.
"""
from __future__ import annotations
import func... | gleanwork/glean-indexing-sdk | src/glean/indexing/cli/preconditions.py | .py | 989f374a2e777069 | 7.5 | 9 |
"""Connector-project discovery and connector loading.
Some commands need only credentials and run anywhere. Others have to load *your*
connector class, which means running inside your project with the SDK installed
alongside your code. Getting that wrong is the most likely way to be confused by
this CLI, so the failur... | gleanwork/glean-indexing-sdk | src/glean/indexing/cli/project.py | .py | 18ae87035def6052 | 7.5 | 9 |
"""Batch processing utility for efficient data handling."""
import json
import logging
from typing import Generic, Iterator, Optional, Sequence, TypeVar
from glean.api_client.models import DocumentDefinition
logger = logging.getLogger(__name__)
T = TypeVar("T")
DEFAULT_DOCUMENT_BATCH_SIZE_BYTES = 5 * 1024 * 1024
... | gleanwork/glean-indexing-sdk | src/glean/indexing/common/batch_processor.py | .py | 6d445096f8652c97 | 7.5 | 9 |
"""Content formatting utility using Jinja2."""
import logging
from typing import Any, Dict
from jinja2 import Environment
logger = logging.getLogger(__name__)
class ContentFormatter:
"""A utility for formatting content using Jinja2 templates."""
def __init__(self, template_str: str):
"""Initialize... | gleanwork/glean-indexing-sdk | src/glean/indexing/common/content_formatter.py | .py | 3e4214651a11b5a3 | 7.5 | 9 |
"""Performance metrics tracking utility for connectors."""
import logging
import time
from typing import Any, Dict, Optional
logger = logging.getLogger(__name__)
class ConnectorMetrics:
"""A context manager for tracking connector metrics."""
def __init__(self, name: str, logger: Optional[logging.Logger] = ... | gleanwork/glean-indexing-sdk | src/glean/indexing/common/metrics.py | .py | 4960960989cd3a43 | 7.5 | 9 |
from typing import List, Optional
from glean.api_client.models.propertydefinition import (
PropertyDefinition,
UIOptions,
)
from glean.api_client.models.propertydefinition import (
PropertyDefinitionPropertyType as PropertyType,
)
from glean.indexing.exceptions import InvalidPropertyError
class PropertyD... | gleanwork/glean-indexing-sdk | src/glean/indexing/common/property_definition_builder.py | .py | 1dfb267e0d9a6879 | 7.5 | 9 |
"""Base async streaming data client for fetching data in chunks."""
from abc import ABC, abstractmethod
from typing import Any, AsyncGenerator, Generic
from glean.indexing.models import TSourceData
class BaseAsyncStreamingDataClient(ABC, Generic[TSourceData]):
"""
Base class for async streaming data clients... | gleanwork/glean-indexing-sdk | src/glean/indexing/connectors/base_async_streaming_data_client.py | .py | 25a29ad647cad51d | 7.5 | 9 |
"""Base connector class for the Glean Connector SDK."""
import logging
from abc import ABC, abstractmethod
from typing import Any, Generic, Literal, Optional, Sequence
from glean.indexing.common.batch_processor import DEFAULT_DOCUMENT_BATCH_SIZE_BYTES
from glean.indexing.models import (
DEFAULT_UPLOAD_MAX_WORKERS... | gleanwork/glean-indexing-sdk | src/glean/indexing/connectors/base_connector.py | .py | 2d12d080d5ddfa86 | 7.5 | 9 |
"""Base data client interface for standard Glean connectors."""
from abc import ABC, abstractmethod
from typing import Any, Generic, Sequence
from glean.indexing.models import TSourceData
class BaseDataClient(ABC, Generic[TSourceData]):
"""
Base class for all connector data clients.
This interface defi... | gleanwork/glean-indexing-sdk | src/glean/indexing/connectors/base_data_client.py | .py | d3f41275c8ebd552 | 7.5 | 9 |
"""Base datasource connector for the Glean Connector SDK."""
import logging
from abc import ABC
from typing import Optional, Sequence
from glean.api_client.models import DocumentDefinition
from glean.indexing.common.batch_processor import DEFAULT_DOCUMENT_BATCH_SIZE_BYTES
from glean.indexing.connectors.base_connector... | gleanwork/glean-indexing-sdk | src/glean/indexing/connectors/base_datasource_connector.py | .py | 5644c2e4e5744efd | 7.5 | 9 |
"""Base people connector for the Glean Connector SDK."""
import logging
from abc import ABC
from typing import Optional, Sequence
from glean.api_client.models import EmployeeInfoDefinition
from glean.indexing.connectors.base_connector import BaseConnector
from glean.indexing.connectors.base_data_client import BaseDat... | gleanwork/glean-indexing-sdk | src/glean/indexing/connectors/base_people_connector.py | .py | f2fcda507ffef11a | 7.5 | 9 |
"""Base streaming data client interface for Glean connectors."""
from abc import ABC, abstractmethod
from typing import Any, Generator, Generic
from glean.indexing.models import TSourceData
class BaseStreamingDataClient(ABC, Generic[TSourceData]):
"""
Base class for streaming data clients that fetch data in... | gleanwork/glean-indexing-sdk | src/glean/indexing/connectors/base_streaming_data_client.py | .py | d29fce3cbbfb78a2 | 7.5 | 9 |
"""Base streaming datasource connector for memory-efficient processing of large datasets."""
import logging
import time
import uuid
from abc import ABC
from typing import Generator, Optional, Sequence
from glean.api_client.models import DocumentDefinition
from glean.indexing.common import DocumentBatchProcessor
from ... | gleanwork/glean-indexing-sdk | src/glean/indexing/connectors/base_streaming_datasource_connector.py | .py | 21f50a7350da025a | 7.5 | 9 |
import pytest
from unittest.mock import patch, MagicMock, mock_open
from velez.file_ops import FileOperations
from velez.velez import Velez
@pytest.fixture
def file_ops():
velez = Velez()
return FileOperations(velez)
@patch('velez.file_ops.run_command')
def test_format_hcl_files_tf(mock_run_command, file_ops)... | devops-infra/velez | tests/test_file_ops.py | .py | 570458908d1423a4 | 7.92 | 6 |
import json
import os
import shutil
import sys
import hcl2
from pick import pick
from velez.utils import STR_BACK, STR_EXIT, run_command
STR_FORMAT_FILES = "⎆ Format HCL files"
STR_CLEAN_FILES = "⌧ Clean temporary files"
class FileOperations:
"""
Class for file operations.
"""
def __init__(self, ve... | devops-infra/velez | velez/file_ops.py | .py | 502650ef71e2ac83 | 7.42 | 6 |
import shutil
from datetime import datetime
import subprocess
STR_BACK = "⏮️ BACK"
STR_EXIT = "📛 EXIT"
def run_command(command: list[str], quiet: bool = False) -> tuple:
"""
Run a command.
:param command: command to run
:param quiet: if True, suppress output and errors
:return: tuple with stdou... | devops-infra/velez | velez/utils.py | .py | de65d6a1e10ea2a1 | 7.42 | 6 |
import argparse
import os
import shutil
import sys
from pick import pick
from importlib.metadata import version
from velez.file_ops import FileOperations
from velez.github_ops import GitHubOperations
from velez.terragrunt_ops import TerragruntOperations
from velez.docker_ops import DockerOperations
from velez.utils im... | devops-infra/velez | velez/velez.py | .py | 180250ed90e83f22 | 7.42 | 6 |
#!/usr/bin/env python3
import json
import sys
from pypdf import PdfReader, PdfWriter
from pypdf.annotations import FreeText
# Fills a PDF by adding text annotations defined in `fields.json`. See forms.md.
def transform_coordinates(bbox, image_width, image_height, pdf_width, pdf_height):
"""Transform bounding b... | organvm-iv-taxis/a-i--skills | distributions/claude/skills-document/pdf/scripts/fill_pdf_form_with_annotations.py | .py | 8956df56a2f47a8d | 7.63 | 17 |
"""CI/CD models for OpenAgent Eval."""
from __future__ import annotations
from enum import StrEnum
from typing import Any
from pydantic import BaseModel, Field
class ThresholdOperator(StrEnum):
"""Comparison operators for threshold evaluation."""
GT = "gt" # Greater than
GTE = "gte" # Greater than o... | OpenAgentHQ/openagent-eval | openagent_eval/cicd/models.py | .py | 6c6a6a9fc633b758 | 7.62 | 16 |
"""Threshold evaluation for CI/CD gating."""
from __future__ import annotations
from dataclasses import dataclass, field
from typing import Any
from openagent_eval.cicd.models import (
CICDConfig,
EvaluationGate,
GateBehavior,
TestResult,
TestStatus,
ThresholdConfig,
ThresholdOperator,
)
... | OpenAgentHQ/openagent-eval | openagent_eval/cicd/thresholds.py | .py | 1e276c9a48acc03e | 7.62 | 16 |
"""ASCII art banner for OpenAgent Eval CLI."""
from __future__ import annotations
from rich.align import Align
from rich.console import Console
from rich.panel import Panel
from rich.table import Table
from rich.text import Text
def _generate_ascii_art(text: str = "oaeval") -> str:
"""Generate ASCII art for OAE... | OpenAgentHQ/openagent-eval | openagent_eval/cli/banner.py | .py | 7fe61c674a2cacd2 | 7.62 | 16 |
"""Audit command for corpus health checking."""
from __future__ import annotations
import asyncio
import time
from pathlib import Path
from typing import TYPE_CHECKING
import typer
from rich.console import Console
from rich.panel import Panel
from rich.progress import (
BarColumn,
Progress,
SpinnerColumn... | OpenAgentHQ/openagent-eval | openagent_eval/cli/commands/audit.py | .py | bf8ecbc9f3c1d839 | 7.62 | 16 |
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