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 |
|---|---|---|---|---|---|---|
"""
Tool to import Dead Cells ModHelperSkin animation tracks into Blender.
"""
import argparse
import json
import os
import sys
import bpy
import mathutils
def clear_animation_data():
"""Clear existing animation data to prevent conflicts"""
for obj in bpy.data.objects:
if obj.animation_data:
... | N3rdL0rd/alivecells | tracks/tracks2blender.py | .py | 6f78cf4aa491d9ba | 7.66 | 20 |
"""
Enumeration of alternative assembly pathways.
This module finds the complete set of shortest paths through an assembly graph,
which is used to identify degenerate pathways that reach the same target with an
equal number of joining steps.
"""
import numpy as np
from rdkit.Chem import AllChem as Chem
from rdkit.Che... | ELIFE-ASU/assemblytheorytools | assemblytheorytools/find_other_paths.py | .py | 8d8f37b8bed13aa4 | 7.48 | 8 |
"""
Processing of mass spectrometry data in JSON form.
This module reads the JSON representation produced from mzML files and extracts
the spectra and peak lists used for downstream assembly analysis.
"""
import json
import pandas as pd
from typing import Any, Callable, Dict, Optional, Union
# Characters that can l... | ELIFE-ASU/assemblytheorytools | assemblytheorytools/tools_ms_json.py | .py | 9797fd7d88930550 | 7.48 | 8 |
"""
String assembly helpers.
This module supports assembly index calculations on sequences rather than
molecules. It loads FASTA files, concatenates strings with unique delimiters for
joint assembly calculations, generates random test strings, and builds the
directed and undirected graph representations of a string.
"... | ELIFE-ASU/assemblytheorytools | assemblytheorytools/tools_string.py | .py | 26e8e43378c26c59 | 7.48 | 8 |
"""
Shared test molecules and graph fixtures.
This module exposes the reference molecule set loaded from
``tests/data/test_molecule_data.csv`` as the ``test_mols`` mapping, together with
small hand-built NetworkX graphs (water, phosphine, PH2+ and carbon dioxide) and
helpers for inspecting graph contents in tests.
"""... | ELIFE-ASU/assemblytheorytools | assemblytheorytools/tools_test.py | .py | 75c6d79ac4bc75df | 7.98 | 8 |
import matplotlib.pyplot as plt
import networkx as nx
import assemblytheorytools as att
def draw_edges_from_metabolites(graph, color_to_index, metabolites):
"""
Draws edges between nodes in a graph based on metabolite connections.
Args:
graph (networkx.Graph): The graph to which edges will be ad... | ELIFE-ASU/assemblytheorytools | examples/advanced/other/metabolic_pathway.py | .py | 6e840054e2fb8fa7 | 7.48 | 8 |
import matplotlib.pyplot as plt
import random
from functools import partial
import assemblytheorytools as att
def random_string(length, pool):
"""
Generate a random string of a specified length using characters from the given pool.
Args:
length (int): The length of the random string to generate.... | ELIFE-ASU/assemblytheorytools | examples/advanced/other/rna_string.py | .py | 637c46d2dc88fb8d | 7.48 | 8 |
"""Keep the test run headless.
The tests exercise the plotting helpers the same way the examples do, so
they call the display entry points too: ``plt.show()``, PIL's
``Image.show()`` and ASE's ``view()``. None of those affect an assertion,
but on a desktop they open matplotlib windows, spawn external image
viewers and... | ELIFE-ASU/assemblytheorytools | tests/conftest.py | .py | ba86629b09116f2c | 7.98 | 8 |
# Copyright (c) 2025, Signaloid.
#
# Permission is hereby granted, free of charge, to any person obtaining a
# copy of this software and associated documentation files (the "Software"),
# to deal in the Software without restriction, including without limitation
# the rights to use, copy, modify, merge, publis... | signaloid/Signaloid-Compute-Module-Utilities | src/circuitpython/c0microsd/interface.py | .py | 05b015a2b967b2ec | 7.5 | 9 |
# Copyright (c) 2026, Signaloid.
#
# Permission is hereby granted, free of charge, to any person obtaining a copy
# of this software and associated documentation files (the "Software"), to
# deal in the Software without restriction, including without limitation the
# rights to use, copy, modify, merge, publish, distrib... | signaloid/Signaloid-Compute-Module-Utilities | src/python/signaloid_utilities/common/bitstream_prefix.py | .py | c7dab3e625356bdb | 7.5 | 9 |
# Copyright (c) 2026, Signaloid.
#
# Permission is hereby granted, free of charge, to any person obtaining a copy
# of this software and associated documentation files (the "Software"), to
# deal in the Software without restriction, including without limitation the
# rights to use, copy, modify, merge, publish, distrib... | signaloid/Signaloid-Compute-Module-Utilities | src/python/signaloid_utilities/common/raw_block_device.py | .py | d04782d7e14fb504 | 7.5 | 9 |
"""Persistent recoverable fork pool for inference-speed Step 3 (pre-CUDA refine + simplify).
A single ``ProcessPoolExecutor`` over the ``fork`` start method, created ONCE *before* any CUDA init.
This is the structural mitigation for the fork-after-CUDA / nested-fork deadlock family the project
hit for ~9h: forking aft... | psaegert/flash-ansr | src/flash_ansr/_refine_pool.py | .py | 2951765f7963d2dc | 7.45 | 7 |
"""Constant serialization for training sequences (the v24 ``constant_representation`` gate).
``'v23'`` (the default) keeps today's behavior byte-identical: ``<constant>`` placeholder
tokens stay in the sequence and the fitted values ride out-of-band on the parallel numeric
channel (``input_num``), injected downstream ... | psaegert/flash-ansr | src/flash_ansr/data/serialization.py | .py | 05951d488904acb0 | 7.45 | 7 |
"""Compaction of closed ``<ieee754>`` spans on the DYNAMIC KV decode path (contract T8).
At inference the model emits expanded constants (``<ieee754>`` + 8 hex nibbles + ``</ieee754>``,
10 tokens); the pipeline compacts each closed span into ONE ``<float>`` token carrying the
decoded float32 value on the numeric chann... | psaegert/flash-ansr | src/flash_ansr/decoding/compaction.py | .py | 7c56f0cf18cb25c7 | 7.45 | 7 |
"""Constrained decoding for the v24 ``ieee754_mixed`` constants representation.
A small state machine over the vocabulary mask (contract tests T6/T7):
* ``<float>`` is forbidden OUTRIGHT at every generation position -- the compact-constant
token only ever enters a sequence by pipeline compaction, never by model emi... | psaegert/flash-ansr | src/flash_ansr/decoding/constrained.py | .py | ebeaa876d22ff71b | 7.45 | 7 |
"""Beam-style generation helpers."""
from typing import Any, Iterable
from flash_ansr.model import FlashANSRModel
from flash_ansr.preprocessing import PromptPrefix
def _nan_rewards(count: int) -> list[float]:
return [float("nan")] * count
def run_beam_search(
transformer: FlashANSRModel,
*,
data: A... | psaegert/flash-ansr | src/flash_ansr/generation/beam.py | .py | 9bd9f3fd229944f1 | 7.45 | 7 |
"""Public inference result types for :meth:`FlashANSR.infer`.
A single inference over one problem yields an :class:`InferenceResult`: the score-sorted refined
:class:`Candidate`s (the ones that fitted), PLUS a :class:`CandidateLedger` -- the FULL generation
pool joined with the refined survivors and classified FIT_OK ... | psaegert/flash-ansr | src/flash_ansr/inference.py | .py | 1d6db3ad0b276eda | 7.45 | 7 |
"""Common neural network components shared by encoders and decoders."""
from abc import abstractmethod
from typing import Any
import torch
from torch import nn
import torch.nn.functional as F
class RMSNorm(nn.Module):
"""Root mean square layer normalisation."""
def __init__(self, dim: int, eps: float = 1e-6... | psaegert/flash-ansr | src/flash_ansr/model/common/components.py | .py | 711e190e9487c68a | 7.45 | 7 |
"""Decoder-specific building blocks, including attention and positional encodings."""
from typing import Optional, Tuple, cast
import torch
from torch import nn
import torch.nn.functional as F
from torch.utils.checkpoint import checkpoint
from flash_ansr.model.common import FeedForward, get_norm_layer
class RotaryE... | psaegert/flash-ansr | src/flash_ansr/model/decoders/components.py | .py | 10446b5cd4dcc32b | 7.45 | 7 |
"""Static-shape, position-indexed KV cache for graph-capturable decode.
The default incremental decode (`use_cache=True`) GROWS the self-attention cache by `torch.cat` every
step and SHRINKS the batch to active rows by `index` gather -- both are dynamic shapes that (a) cost
~22% of the 1B decode wall (gather 1.54s + c... | psaegert/flash-ansr | src/flash_ansr/model/decoders/static_kv.py | .py | 8b159ab7afc98cef | 7.45 | 7 |
"""Transformer decoder stack built from reusable decoder components."""
from typing import Optional, Tuple, cast
import torch
from torch import nn
from flash_ansr.model.common import get_norm_layer
from flash_ansr.model.decoders.components import RotaryEmbedding, TransformerDecoderBlock
from flash_ansr.model.decoders... | psaegert/flash-ansr | src/flash_ansr/model/decoders/transformer.py | .py | 8e6b04aedd5e01b1 | 7.45 | 7 |
"""Base classes and serialization helpers for set encoders."""
import os
import warnings
from abc import abstractmethod
from typing import Any, Literal
import torch
from torch import nn
from flash_ansr.utils.config_io import load_config, save_config
from flash_ansr.utils.paths import substitute_root_path
class SetE... | psaegert/flash-ansr | src/flash_ansr/model/encoders/base.py | .py | b343df72a8502c62 | 7.45 | 7 |
"""Factory for constructing ``torch.nn`` (or ``flash_ansr.models``) modules by name."""
import importlib
from typing import Any
from torch import nn
class ModelFactory():
'''
Factory class to create models from a string name.
Supports models from torch.nn and nsr.models
'''
@staticmethod
def ... | psaegert/flash-ansr | src/flash_ansr/model/factory.py | .py | c0011e63e5907f80 | 7.45 | 7 |
"""Install and remove pretrained model snapshots from the Hugging Face Hub."""
import shutil
import os
from huggingface_hub import snapshot_download
from flash_ansr.utils.paths import get_path
def install_model(model: str, local_dir: str | None = None, verbose: bool = True) -> None:
"""Download a model snapshot... | psaegert/flash-ansr | src/flash_ansr/model/manage.py | .py | 04244e16237a3e65 | 7.45 | 7 |
"""The :class:`Tokenizer` mapping expression tokens to model vocabulary indices and back."""
import re
import warnings
from typing import Iterator, Any, Literal
import torch
from flash_ansr.utils.config_io import load_config
class Tokenizer:
'''
Tokenizer class for converting tokens to indices and vice vers... | psaegert/flash-ansr | src/flash_ansr/model/tokenizer.py | .py | f1753a144dd60fff | 7.45 | 7 |
"""Shared dataclasses for preprocessing components."""
from dataclasses import dataclass
@dataclass(frozen=True)
class PromptPrefix:
"""Tokens and metadata that form the prompt prefix."""
tokens: list[int]
numeric: list[float]
mask: list[bool]
metadata: dict[str, list[list[str]]]
@dataclass(fro... | psaegert/flash-ansr | src/flash_ansr/preprocessing/schemas.py | .py | 343d2cd9e74a6db7 | 7.45 | 7 |
"""Canonical candidate-scoring primitives (single source of truth).
These are owned by flash-ansr because the product needs them at *inference* time to score and
rank decode candidates (``flash_ansr.py`` / ``generation/mcts.py`` / ``results.py``). They are
also consumed by the comparison baselines and, after the repo ... | psaegert/flash-ansr | src/flash_ansr/scoring.py | .py | dd92f946c13e9697 | 7.45 | 7 |
"""Generation configuration helpers with method-specific signatures."""
from typing import Any, Callable, Iterator, Literal, Mapping, overload
def validate_simplify(value: Any) -> bool:
"""Return ``value`` if it is a valid ``simplify`` selector, else raise ``ValueError``.
``simplify`` is a two-state switch: ... | psaegert/flash-ansr | src/flash_ansr/utils/generation.py | .py | 2cc29a74c3a6f9b5 | 7.45 | 7 |
"""Archive command handlers.
Pure logic: these return plain data or raise a typed
:class:`~bhoonidhi_downloader.exceptions.BhoonidhiError`. Rendering lives in
the CLI layer (``cli/archive.py``).
"""
import json
from pathlib import Path
from typing import Any
from .client import ArchiveManager
def run_archive_list(... | geovicco-dev/bhoonidhi-downloader | src/bhoonidhi_downloader/core/archive/command.py | .py | 82389e4b7b12c5a3 | 7.64 | 18 |
"""Rich rendering for archive commands."""
from datetime import datetime
from rich.console import Console
from bhoonidhi_downloader.schemas.selection import product_token, sat_value
from bhoonidhi_downloader.viewer import Column, show_table
def _full_columns() -> list[Column]:
def _availability(record: dict, _... | geovicco-dev/bhoonidhi-downloader | src/bhoonidhi_downloader/core/archive/render.py | .py | 41b448824dd3bc07 | 7.64 | 18 |
"""Bhoonidhi authentication client."""
from __future__ import annotations
import json
import re
from collections.abc import Callable
from typing import ClassVar
from urllib.parse import quote
import requests
from bhoonidhi_downloader.exceptions import BhoonidhiAuthError, BhoonidhiValidationError
from bhoonidhi_down... | geovicco-dev/bhoonidhi-downloader | src/bhoonidhi_downloader/core/auth/client.py | .py | a62096df343ec3b7 | 7.64 | 18 |
"""Auth command handlers.
These functions carry the auth logic only: they return plain data or raise
a typed :class:`~bhoonidhi_downloader.exceptions.BhoonidhiError`. All terminal
rendering lives in the CLI layer (``cli/auth.py``), so the same functions can
be called directly from a Python script without a console.
""... | geovicco-dev/bhoonidhi-downloader | src/bhoonidhi_downloader/core/auth/command.py | .py | f21eb962a3fc91d9 | 7.64 | 18 |
"""Session file utilities."""
import json
import os
from pathlib import Path
SESSION_DIR = Path(os.path.expanduser("~")) / ".bhoonidhi"
SESSION_FILE = SESSION_DIR / "session"
_DEFAULT_SESSION = {
"jwt": None,
"userId": None,
"user_email": None,
"username": None,
"sid": None,
"scenes": [],
}
... | geovicco-dev/bhoonidhi-downloader | src/bhoonidhi_downloader/core/auth/utils.py | .py | 2f2f26c23cb8ab88 | 7.64 | 18 |
"""Cart command handlers.
Pure logic: these build structured results (added/failed/removed lists) or
raise a typed :class:`~bhoonidhi_downloader.exceptions.BhoonidhiError`. The
caller supplies a ready :class:`CartClient`; rendering, progress bars, and
interactive session prompts live in the CLI layer (``cli/cart.py``)... | geovicco-dev/bhoonidhi-downloader | src/bhoonidhi_downloader/core/cart/command.py | .py | a0c433ca656211be | 7.64 | 18 |
"""Rich rendering for cart commands."""
from collections import Counter
from rich.console import Console, Group
from rich.panel import Panel
from rich.progress import (
BarColumn,
MofNCompleteColumn,
Progress,
SpinnerColumn,
TextColumn,
)
from rich.text import Text
from bhoonidhi_downloader.core.... | geovicco-dev/bhoonidhi-downloader | src/bhoonidhi_downloader/core/cart/render.py | .py | 595d9ab3fdbd22f8 | 7.64 | 18 |
"""Client-side scene enrichment, mirroring what the portal computes before
adding a scene to a cart.
A ``ProductSearch`` result is *not* what the portal puts in a cart. Before
calling any add-to-cart endpoint the portal derives a handful of
identifier fields — ``SAT_SPEC``, ``SCENE_SPEC``, ``SUBSCENE_ID`` and their
sc... | geovicco-dev/bhoonidhi-downloader | src/bhoonidhi_downloader/core/cart/scene_spec.py | .py | 2227277c538fc11d | 8.14 | 18 |
"""Pure request-shaping rules for the portal's three carts.
Everything here mirrors logic in the portal's own front-end and is
side-effect free so it can be unit tested without touching the network.
"""
import json
import re
import urllib.parse
from datetime import datetime, timedelta
from enum import Enum
from zonei... | geovicco-dev/bhoonidhi-downloader | src/bhoonidhi_downloader/core/cart/utils.py | .py | 897eaf142abe0c4f | 7.64 | 18 |
"""Concurrent scene downloads with rate-limit-aware pacing.
Note: Bhoonidhi's data endpoint does not honor HTTP Range requests
(verified live — it always returns 200 + the full Content-Length
regardless of a Range header), so an interrupted download cannot be
resumed. A leftover partial file is discarded and the scene... | geovicco-dev/bhoonidhi-downloader | src/bhoonidhi_downloader/core/download/client.py | .py | 4832c885ae026c75 | 7.64 | 18 |
"""Predict what 'query download' would do, without touching the network.
Mirrors the real classification rules used by ``_download_one`` and
``run_query_download`` (availability, on-disk duplicates, recorded
duplicates elsewhere) so a dry run is an honest preview of the real
command, not a separate approximation that ... | geovicco-dev/bhoonidhi-downloader | src/bhoonidhi_downloader/core/download/preview.py | .py | 1e518af1a6350137 | 7.64 | 18 |
"""URL building and download-eligibility helpers for Bhoonidhi scenes."""
from __future__ import annotations
from pathlib import PurePosixPath
BASE_URL = "https://bhoonidhi.nrsc.gov.in"
# (satellite, sensor) -> short code the portal's data path expects.
# Sensors not listed here are used as-is (dynamic path). A few... | geovicco-dev/bhoonidhi-downloader | src/bhoonidhi_downloader/core/download/utils.py | .py | a98d00192e787f56 | 7.64 | 18 |
"""Query command handlers: create, list, show, rename, fork, refresh, rm, download.
Command logic is pure: it returns plain data or raises a typed
:class:`~bhoonidhi_downloader.exceptions.BhoonidhiError`. Rendering, progress
bars, and interactive prompts live in the CLI layer (``cli/query.py``).
"""
import logging
fr... | geovicco-dev/bhoonidhi-downloader | src/bhoonidhi_downloader/core/query/command.py | .py | c55448329866d2c4 | 7.64 | 18 |
"""Rich rendering for query commands."""
from rich.console import Console
from bhoonidhi_downloader.schemas import QuerySchema
from bhoonidhi_downloader.viewer import Column, show_table
def render_query_saved(console: Console, query: QuerySchema) -> None:
"""Render confirmation that a query was saved."""
co... | geovicco-dev/bhoonidhi-downloader | src/bhoonidhi_downloader/core/query/render.py | .py | 8af93cc6caecafe5 | 7.64 | 18 |
"""Classify how a scene can actually be obtained.
Search results conflate two different questions: *is it open access*
(pricing) and *is it staged for download right now* (availability).
A scene can be open access direct download and still 404, because the
portal moves older products out of hot storage until they are... | geovicco-dev/bhoonidhi-downloader | src/bhoonidhi_downloader/core/search/availability.py | .py | e2c2633b77130287 | 7.64 | 18 |
class BhoonidhiError(Exception):
"""Base class for every error this package raises.
Catch this to handle any Bhoonidhi failure in one place. The
subclasses below also keep their matching built-in base (``ValueError``,
``LookupError``, ...) so existing ``except ValueError`` style handlers
keep worki... | geovicco-dev/bhoonidhi-downloader | src/bhoonidhi_downloader/exceptions.py | .py | d74f26627865aaf8 | 7.64 | 18 |
"""A single satellite/sensor/product selection for a search.
The portal searches on a flat list of ``dispName`` tokens
(``EOS-06_OCM(GAC)_L2C-Chlorophyll``, ``ResourceSat-2A_LISS3`` ...). Each
token is one product. A :class:`Selection` names how far down that
hierarchy the user wants to narrow:
satellite only ... | geovicco-dev/bhoonidhi-downloader | src/bhoonidhi_downloader/schemas/selection.py | .py | cd4ed5ded34df656 | 7.64 | 18 |
"""Shared helpers: normalize typed SDK inputs into core-ready forms."""
from __future__ import annotations
from bhoonidhi_downloader.exceptions import BhoonidhiValidationError
def normalize_select(select: list[int | str] | None) -> list[str] | None:
"""Convert a typed ``select`` list into the string tokens the ... | geovicco-dev/bhoonidhi-downloader | src/bhoonidhi_downloader/sdk/_select.py | .py | 030b99d6715f04cd | 7.64 | 18 |
import globalInfos
import math
from shapez2 import gameObjects, ingameData, shapeCodes
STRUCT_EMPTY_CHAR = "0"
STRUCT_SHAPE_CHAR = "1"
STRUCT_COLORS = ["r","g","b","w","c","m","y"]
STRUCT_SHAPE = {
ingameData.QUAD_SHAPES_CONFIG : "C",
ingameData.HEX_SHAPES_CONFIG : "H"
}
PARAM_PREFIX = "+"
INGNORE_CHARS_IN_S... | tobspr-games/shapez-2-discord-bot | shapeCodeGenerator.py | .py | 12bcbf7585de0500 | 7.42 | 6 |
"""
Taken from iRacing Web API Documentation:
https://forums.iracing.com/discussion/15068/general-availability-of-data-api/p1
iRacing Web API Authentication
------------------------------
In order to access the API, you will need to authenticate. This can be
accomplished by making a single POST request to https://m... | tegataiprime/iracing-client | src/iracing_client/auth.py | .py | a2927ba8e92242d9 | 7.42 | 6 |
"""Base classes for iRacing data objects."""
from abc import ABC, abstractmethod
import requests
BASE_URL = "https://members-ng.iracing.com/data/"
REQUEST_TIMEOUT = 10.0
class IRacingRequestException(Exception):
"""Raised when an iRacing request fails."""
class IRacingDataObject(ABC):
"""An abstract base ... | tegataiprime/iracing-client | src/iracing_client/data/common.py | .py | c272eda41bde7ee7 | 7.42 | 6 |
"""
A wrapper around the iRacing Constants Entity.
Refer to https://members-ng.iracing.com/data/doc for more information.
"""
from enum import Enum
import requests
from iracing_client.data import common
from iracing_client.data.common import IRacingDataObject
# URLs for iRacing Constants.
CATEGORIES_URL = common.BASE... | tegataiprime/iracing-client | src/iracing_client/data/constants.py | .py | 06be1552e15033b0 | 7.42 | 6 |
"""
A wrapper around the iRacing League Entity.
Refer to https://members-ng.iracing.com/data/doc for more information.
"""
from enum import Enum
import requests
from iracing_client.data import common
from iracing_client.data.common import IRacingDataObject
CUST_LEAGUE_SESSIONS_URL = common.BASE_URL + "league/cust_lea... | tegataiprime/iracing-client | src/iracing_client/data/league.py | .py | 4e0b26a7b3b1d51e | 7.42 | 6 |
"""Trace & Debugging Functions"""
import logging
import http.client
logging.basicConfig(level=logging.DEBUG)
httpclient_logger = logging.getLogger("http.client")
def httpclient_logging_patch(level=logging.DEBUG):
"""Enable HTTPConnection debug logging to the logging framework"""
def httpclient_log(*args):
... | tegataiprime/iracing-client | src/iracing_client/trace.py | .py | f5d5f513800b8293 | 7.42 | 6 |
"""Pytest configuration for integration tests."""
import pytest
import os
import iracing_client.auth as auth
@pytest.fixture(scope="session")
def iracing_username():
"""Return a username from an environment variable."""
return os.environ.get('IRACING_USERNAME')
@pytest.fixture(scope="session")
def iracing_pa... | tegataiprime/iracing-client | tests/integration/conftest.py | .py | b579da19c4f5400b | 7.92 | 6 |
"""Test constants module."""
from iracing_client.data.constants import Constants
def test_get_categories(http_session):
"""Test get_categories function."""
constants = Constants(http_session)
categories = constants.categories
assert categories
assert isinstance(categories, list)
assert (len(cat... | tegataiprime/iracing-client | tests/integration/data/test_constants.py | .py | b3818ab36c73a098 | 7.92 | 6 |
"""Test League Module."""
import pytest
from iracing_client.data.league import League
@pytest.fixture(scope="module")
def league_instance(http_session):
"""Return a League object."""
return League(http_session)
def test_get_cust_league_sessions(league_instance):
"""Test get_cust_league_sessions function."... | tegataiprime/iracing-client | tests/integration/data/test_league.py | .py | 18d28a8287b341c4 | 7.92 | 6 |
"""Test Member Module."""
import pytest
from iracing_client.data.member import Member
from iracing_client.data.constants import Category, ChartType
@pytest.fixture(scope="module")
def member_instance(http_session):
"""Return a Member object."""
return Member(http_session)
def test_get_member(member_instance... | tegataiprime/iracing-client | tests/integration/data/test_member.py | .py | 860119e7c05e279a | 7.92 | 6 |
"""Test auth module."""
import iracing_client.auth as auth
from requests import Session
def test_login(iracing_username, iracing_password):
"""Test login function."""
http_session = auth.login(iracing_username, iracing_password)
assert http_session
assert isinstance(http_session, Session)
assert ht... | tegataiprime/iracing-client | tests/integration/test_auth.py | .py | f56945871f6366a0 | 7.92 | 6 |
"""Configuración de Pytest específica para ejecutar pruebas asíncronas."""
from __future__ import annotations
from importlib import import_module
from pathlib import Path
import sys
SRC_PATH = Path(__file__).resolve().parent / 'src'
if str(SRC_PATH) not in sys.path:
sys.path.insert(0, str(SRC_PATH))
try: # pra... | Alphonsus411/pCobra | conftest.py | .py | d828434678634ba0 | 8.04 | 11 |
from datetime import datetime, timezone
from cobra.cli.plugin import PluginCommand
class HoraCommand(PluginCommand):
"""Muestra la hora actual por pantalla."""
name = "hora"
version = "1.0"
author = "Equipo Cobra"
description = "Imprime la hora actual"
def register_subparser(self, subparsers... | Alphonsus411/pCobra | examples/plugins/hora_plugin.py | .py | f2a24da5b59855b8 | 7.54 | 11 |
from argparse import ArgumentParser
from typing import Any
from cobra.cli.plugin import PluginCommand
class SaludoCommand(PluginCommand):
"""Comando de ejemplo que imprime un saludo."""
name = "saludo"
version = "1.0"
author = "Equipo Cobra"
description = "Comando de saludo de ejemplo"
def... | Alphonsus411/pCobra | examples/plugins/saludo_plugin.py | .py | a3506db211f851b1 | 7.54 | 11 |
"""Transpilador de ejemplo para Cobra."""
from cobra.transpilers import BaseTranspiler
class TranspiladorDemo(BaseTranspiler):
"""Transpilador muy simple que genera un mensaje fijo."""
def __init__(self):
"""Inicializa el transpilador."""
super().__init__()
def generate_code(self... | Alphonsus411/pCobra | examples/plugins/transpiler_demo.py | .py | 1def23ea08044430 | 7.54 | 11 |
"""Ejemplo práctico del context manager ``rel`` de pcobra."""
from __future__ import annotations
import sys
from pathlib import Path
PROYECTO = Path(__file__).resolve().parents[1]
sys.path.insert(0, str(PROYECTO / "src"))
sys.path.insert(0, str(PROYECTO / "src" / "pcobra"))
from standard_library.util import rel
c... | Alphonsus411/pCobra | examples/rel_example.py | .py | 74ef383415d95ee5 | 7.54 | 11 |
"""Generación sencilla de IR para LLVM (experimental/no oficial).
Este módulo se conserva únicamente como referencia histórica de prototipado
interno y **no** forma parte del contrato público de targets soportados.
No debe registrarse en CLI, documentación pública ni matrices oficiales.
"""
from __future__ import ann... | Alphonsus411/pCobra | experiments/llvm_backend.py | .py | ce558d9aad04872a | 7.54 | 11 |
#!/usr/bin/env python3.10
import re
import sys
try:
import tomllib # Python >= 3.11
except ModuleNotFoundError: # pragma: no cover
import tomli as tomllib
from datetime import date
from pathlib import Path
PYPROJECT_PATH = Path("pyproject.toml")
CHANGELOG_PATH = Path("CHANGELOG.md")
# Archivos en los que se... | Alphonsus411/pCobra | scripts/bump_version.py | .py | 81b134a22bf551e7 | 7.54 | 11 |
#!/usr/bin/env python3
"""Verifica que CHANGELOG.md contenga la entrada de version actual."""
from __future__ import annotations
import re
import sys
from pathlib import Path
try:
import tomllib
except ModuleNotFoundError: # pragma: no cover
import tomli as tomllib
CHANGELOG = Path("CHANGELOG.md")
PYPROJECT... | Alphonsus411/pCobra | scripts/check_changelog.py | .py | ed1136aacc2a1262 | 7.54 | 11 |
import os
import sys
import argparse
from src import config
from src.train import train
from src.evaluate import evaluate
from src.logger import ExperimentLogger
from src.inference import run_inference
# Supress info and warning logs
os.environ['TF_CPP_MIN_LOG_LEVEL'] = '2'
def set_global_seeds(seed):
"""
S... | kashtennyson/RailSense | main.py | .py | 3a839976ec1e680a | 7.42 | 6 |
import pathlib
import numpy as np
import tensorflow as tf
import albumentations as A
from tensorflow.keras.applications.resnet50 import preprocess_input
from . import config
def get_train_augmentation():
"""
Defines the Albumentations pipeline for simulated railway conditions.
Focuses on environmental no... | kashtennyson/RailSense | src/data_loader.py | .py | 552b20952894adfb | 7.42 | 6 |
import os
import time
import json
import numpy as np
import tensorflow as tf
import matplotlib.pyplot as plt
from sklearn.metrics import precision_score, recall_score
from sklearn.metrics import roc_auc_score, average_precision_score
from sklearn.metrics import precision_recall_curve
from . import config
from .logger ... | kashtennyson/RailSense | src/evaluate.py | .py | 2c4679271d88f4ef | 7.42 | 6 |
import os
import json
import numpy as np
import tensorflow as tf
import matplotlib.pyplot as plt
from . import config
from .scoring import compute_error_maps, score_from_error_maps
class AnomalyPredictor:
def __init__(self, model_path=None):
if model_path is None:
model_path = os.path.join(co... | kashtennyson/RailSense | src/inference.py | .py | 2d574e27b24888ca | 7.42 | 6 |
import os
import subprocess
import matplotlib
import numpy as np
import tensorflow as tf
import matplotlib.pyplot as plt
from . import config
# Use aggregation backend
matplotlib.use("Agg")
try:
import wandb
from wandb.integration.keras import WandbMetricsLogger
_WANDB_INSTALLED = True
except ImportErro... | kashtennyson/RailSense | src/logger.py | .py | fa13d6be61b13d1b | 7.42 | 6 |
from tensorflow.keras import layers, models
from tensorflow.keras.applications import ResNet50
from . import config
class RailwayAutoencoder:
def __init__(self):
self.input_shape = config.IMAGE_SHAPE + (3,)
self.latent_dim = config.LATENT_DIM
def build_encoder(self):
"""
Crea... | kashtennyson/RailSense | src/model.py | .py | 707dcf576512f112 | 7.42 | 6 |
import numpy as np
from scipy.ndimage import gaussian_filter
from . import config
# Gaussian window matching tf.image.ssim (filter_size=11, sigma=1.5)
_SSIM_SIGMA = 1.5
_SSIM_TRUNCATE = 3.5
_SSIM_MAX_VAL = 1.0
_SSIM_C1 = (0.01 * _SSIM_MAX_VAL) ** 2
_SSIM_C2 = (0.03 * _SSIM_MAX_VAL) ** 2
def _l2_error_maps(targets,... | kashtennyson/RailSense | src/scoring.py | .py | c6e4e1ded51d8a3c | 7.42 | 6 |
import os
import numpy as np
import tensorflow as tf
from .model import get_model
from .logger import ExperimentLogger
from .data_loader import load_datasets
from . import config
def structural_loss(y_true, y_pred):
"""
Hybrid loss: Alpha * (1 - SSIM) + (1 - Alpha) * L1
Focuses on structural integrity ov... | kashtennyson/RailSense | src/train.py | .py | 9c74c32088b904c9 | 7.42 | 6 |
def rgb_to_hex(r: float, g: float, b: float) -> str:
"""
Convert an RGB color into a Hex color code.
Args:
r (float): The red channel component.
g (float): The green channel component.
b (float): The blue channel component.
Returns:
str: Resulting hex color code.
"... | Ali10-star/A-Star-Photo-Editor | color_tools/hex_tools.py | .py | 7a5b8b80e1265425 | 7.5 | 9 |
"""
Module responsible for providing image manipulation functionalities.
"""
from settings import *
from PIL import Image, ImageOps, ImageEnhance, ImageFilter
import numpy as np
def sepia_palette() -> list[int]:
"""
Generate a sepia palette to apply to images.
Returns:
list[int]: the resulting pa... | Ali10-star/A-Star-Photo-Editor | image_tools/manipulator.py | .py | e51761e778c87642 | 7.5 | 9 |
"""
Widgets responsible for opening, displaying the image,
in addition to closing the editor menus.
"""
import tkinter
from typing import Callable
import customtkinter as ctk
from tkinter import Event, filedialog
from settings import *
class ImageImport(ctk.CTkFrame):
"""
First frame to display when opening ... | Ali10-star/A-Star-Photo-Editor | image_widgets.py | .py | 355c539dd4db79c9 | 7.5 | 9 |
import customtkinter as ctk
from tkinter import messagebox, Event
from PIL import Image, ImageTk, ImageOps
# App-specific imports
from image_widgets import ImageImport, ImageOutput, CloseOutputButton
from image_tools.manipulator import ImageManipulator
from menu import Menu
from settings import *
class App(ctk.CTk):
... | Ali10-star/A-Star-Photo-Editor | main.py | .py | 62204f660f0c8ca8 | 7.5 | 9 |
"""SQLite persistence for idempotent uploads."""
import sqlite3
from pathlib import Path
class VideoRepository:
def __init__(self, database_file: str | Path):
self.database_file = Path(database_file)
def initialize(self) -> None:
self.database_file.parent.mkdir(parents=True, exist_ok=True)
... | roperi/Reddit2Tube | reddit2tube/database.py | .py | 8acc7f1fda233cc2 | 7.42 | 6 |
#
# Copyright IBM Corp. 2024 - 2026
# SPDX-License-Identifier: Apache-2.0
#
"""
Example Liberty SystemOut Plugin for javacore-analyser.
This plugin demonstrates how to create a custom data source plugin that processes
WebSphere Liberty systemout.log files and integrates them into the javacore-analyser report.
This s... | IBM/javacore-analyser | docs/example_plugin/plugin.py | .py | f7a9a6e56992b45c | 7.45 | 7 |
#!/usr/bin/env python3
#
# Copyright IBM Corp. 2026 - 2026
# SPDX-License-Identifier: Apache-2.0
#
"""
Performance testing script to compare execution times of javacore_analyser_batch.py
"""
import subprocess
import time
import os
def run_command_with_timing(command, description):
"""Run a command and measure it... | IBM/javacore-analyser | docs/performance_test.py | .py | 06c0a40d1d53dab2 | 7.95 | 7 |
#
# Copyright IBM Corp. 2024 - 2024
# SPDX-License-Identifier: Apache-2.0
#
import abc
class AbstractSnapshotCollection(abc.ABC):
def __init__(self):
self.name = None
self.id = None
self.total_cpu = 0
self.total_time = 0
self.avg_mem = 0
self.avg_memory = 0
... | IBM/javacore-analyser | src/javacore_analyser/abstract_snapshot_collection.py | .py | 91fc06b8f189f7a3 | 7.45 | 7 |
#
# Copyright IBM Corp. 2025 - 2026
# SPDX-License-Identifier: Apache-2.0
#
import logging
import torch
from transformers import AutoModelForCausalLM, AutoTokenizer
from javacore_analyser.ai.llm import LLM
from javacore_analyser.constants import ASSISTANT_ROLE, END_OF_TEXT
from javacore_analyser.properties import Pr... | IBM/javacore-analyser | src/javacore_analyser/ai/huggingface_llm.py | .py | 9b79f05032bdce1a | 7.45 | 7 |
#
# Copyright IBM Corp. 2025 - 2026
# SPDX-License-Identifier: Apache-2.0
#
from abc import ABC, abstractmethod
import logging
import markdown
from javacore_analyser.properties import Properties
from javacore_analyser.tips import linkify_ai_response
class LLM(ABC):
"""
Abstract Base Class for Language Lear... | IBM/javacore-analyser | src/javacore_analyser/ai/llm.py | .py | 97aaa6b5d82f5b69 | 7.45 | 7 |
#
# Copyright IBM Corp. 2025 - 2026
# SPDX-License-Identifier: Apache-2.0
#
import logging
import ollama
from ollama import ChatResponse
from ollama import chat
from javacore_analyser.ai.llm import LLM
from javacore_analyser.properties import Properties
# prerequisites:
# install Ollama from https://ollama.com/dow... | IBM/javacore-analyser | src/javacore_analyser/ai/ollama_llm.py | .py | f9d2bca9b7c4ece6 | 7.45 | 7 |
#
# Copyright IBM Corp. 2026 - 2026
# SPDX-License-Identifier: Apache-2.0
#
from javacore_analyser.ai.prompter import Prompter
from javacore_analyser.constants import GC_PAUSE_DETAIL_THRESHOLD
class PerformanceRecommendationsPrompter(Prompter):
"""
PerformanceRecommendationsPrompter generates a comprehensive... | IBM/javacore-analyser | src/javacore_analyser/ai/performance_recommendations_prompter.py | .py | 680dfe425f5a2d33 | 7.45 | 7 |
#
# Copyright IBM Corp. 2026
# SPDX-License-Identifier: Apache-2.0
#
import os
from pathlib import Path
class Prompter:
def __init__(self, javacore_set):
self.javacore_set = javacore_set
def _load_prompt_template(self, template_name: str) -> str:
"""
Load a prompt template from the d... | IBM/javacore-analyser | src/javacore_analyser/ai/prompter.py | .py | 34713ba20999fb8b | 7.45 | 7 |
#
# Copyright IBM Corp. 2026 - 2026
# SPDX-License-Identifier: Apache-2.0
#
import logging
from ibm_watsonx_ai import APIClient, Credentials
from ibm_watsonx_ai.foundation_models import ModelInference
from ibm_watsonx_ai.metanames import GenTextParamsMetaNames as GenParams
from javacore_analyser.ai.llm import LLM
fr... | IBM/javacore-analyser | src/javacore_analyser/ai/watsonx_llm.py | .py | d977439af4d48813 | 7.45 | 7 |
#
# Copyright IBM Corp. 2024 - 2025
# SPDX-License-Identifier: Apache-2.0
#
from javacore_analyser.abstract_snapshot_collection import AbstractSnapshotCollection
from javacore_analyser.stack_trace import StackTrace
from javacore_analyser.thread_snapshot import ThreadSnapshot
class CodeSnapshotCollection(AbstractSnap... | IBM/javacore-analyser | src/javacore_analyser/code_snapshot_collection.py | .py | be4d53969aedea20 | 7.45 | 7 |
#
# Copyright IBM Corp. 2024 - 2026
# SPDX-License-Identifier: Apache-2.0
#
import logging
import os
import sys
from pathlib import Path
LOGGING_FORMAT = '%(asctime)s [thread: %(thread)d][%(levelname)s][%(filename)s:%(lineno)s] %(message)s'
def create_file_logging(logging_file_dir):
"""
Create a file logger... | IBM/javacore-analyser | src/javacore_analyser/common_utils.py | .py | a918367b63d2df9d | 7.45 | 7 |
#
# Copyright IBM Corp. 2026 - 2026
# SPDX-License-Identifier: Apache-2.0
#
class InvalidLLMMethodError(ValueError):
"""
Exception raised when an invalid LLM method is specified.
This exception is raised when the LLM method provided is not one of the
supported methods (e.g., 'ollama' or 'huggingf... | IBM/javacore-analyser | src/javacore_analyser/exceptions.py | .py | 06e0b189c1fb462a | 7.45 | 7 |
#
# Copyright IBM Corp. 2024 - 2025
# SPDX-License-Identifier: Apache-2.0
#
import codecs
import datetime
import logging
import os.path
import re
from typing import Any, Optional
from javacore_analyser.constants import (
ARCHITECTURE,
CMD_LINE,
COMPRESSED_REFS,
CPU_NUMBER_TAG,
DATETIME,
ENCODI... | IBM/javacore-analyser | src/javacore_analyser/javacore.py | .py | 2882347b9f16ec61 | 7.45 | 7 |
#
# Copyright IBM Corp. 2024 - 2025
# SPDX-License-Identifier: Apache-2.0
#
import argparse
import locale
import logging
import os
import re
import shutil
import sys
import tempfile
import threading
import time
from pathlib import Path
from flask import Flask, render_template, request, send_from_directory, redirect
fr... | IBM/javacore-analyser | src/javacore_analyser/javacore_analyser_web.py | .py | 5d22840c3f82a1ef | 7.45 | 7 |
#
# Copyright IBM Corp. 2024 - 2026
# SPDX-License-Identifier: Apache-2.0
#
"""
Javacore Thread Function Classifier
This module provides a class-based interface for classifying the function of threads
in Java core dumps using a pre-trained XGBoost machine learning model.
Usage:
from classify_javacore_inference i... | IBM/javacore-analyser | src/javacore_analyser/ml/classify_javacore_inference.py | .py | f04febd51e0b57d5 | 7.45 | 7 |
#
# Copyright IBM Corp. 2024 - 2026
# SPDX-License-Identifier: Apache-2.0
#
import configparser
import logging
import os.path
import importlib_resources
# Assisted by watsonx Code Assistant
class Properties:
"""
A singleton class to manage properties that should not be changed after initialization.
"""
... | IBM/javacore-analyser | src/javacore_analyser/properties.py | .py | f7050ccde3f59e92 | 7.45 | 7 |
# MIT License
#
# Copyright (C) 2023 vanous
#
# This file is part of pygdtf.
#
# Permission is hereby granted, free of charge, to any person obtaining a copy
# of this software and associated documentation files (the "Software"), to deal
# in the Software without restriction, including without limitation the rights
# t... | open-stage/python-gdtf | pygdtf/utils/__init__.py | .py | 83c52820a3760e67 | 7.6 | 15 |
# MIT License
#
# Copyright (C) 2025 vanous
#
# This file is part of pygdtf.
#
# Permission is hereby granted, free of charge, to any person obtaining a copy
# of this software and associated documentation files (the "Software"), to deal
# in the Software without restriction, including without limitation the rights
# t... | open-stage/python-gdtf | pygdtf/utils/attr_loader.py | .py | fb9efa89b3603125 | 7.6 | 15 |
# MIT License
#
# Copyright (C) 2025 vanous
#
# This file is part of pygdtf.
#
# Permission is hereby granted, free of charge, to any person obtaining a copy
# of this software and associated documentation files (the "Software"), to deal
# in the Software without restriction, including without limitation the rights
# t... | open-stage/python-gdtf | pygdtf/utils/attribute_regenerator.py | .py | 4005ea40ffbdff7f | 7.6 | 15 |
# MIT License
#
# Copyright (C) 2026 vanous
#
# This file is part of pygdtf.
#
# Permission is hereby granted, free of charge, to any person obtaining a copy
# of this software and associated documentation files (the "Software"), to deal
# in the Software without restriction, including without limitation the rights
# t... | open-stage/python-gdtf | tests/test_dmx_value.py | .py | 303ba7f9e9c61ba1 | 7.1 | 15 |
# MIT License
#
# Copyright (C) 2026 vanous
#
# This file is part of pygdtf.
#
# Permission is hereby granted, free of charge, to any person obtaining a copy
# of this software and associated documentation files (the "Software"), to deal
# in the Software without restriction, including without limitation the rights
# t... | open-stage/python-gdtf | tests/test_geometries.py | .py | 0ff2d0881dd9980b | 7.1 | 15 |
# MIT License
#
# Copyright (C) 2023 vanous
#
# This file is part of pygdtf.
#
# Permission is hereby granted, free of charge, to any person obtaining a copy
# of this software and associated documentation files (the "Software"), to deal
# in the Software without restriction, including without limitation the rights
# t... | open-stage/python-gdtf | tests/test_library.py | .py | 1c66d5454bb69f73 | 8.1 | 15 |
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