language string | code-snippit string | instruction string | flaws list | flaw_count int64 |
|---|---|---|---|---|
python | # For shaders
def get_shader_data(self):
"""Called by parent Mobject to calculate and return
the shader data.
Returns
-------
shader_dtype
An array containing the shader data (vertices and
color of each vertex)
"""
s_points, du_points,... | Review this code and list any quality issues. | [] | 0 |
python | self.create_overwrite_for_quarter(
col_to_overwrites,
idx,
last_per_qtr,
qtrs_with_estimates,
requested_qtr_data,
sid,
sid_to_idx[sid],
... | Review this code and list any quality issues. | [
{
"issue": "We should probably add back the comment about why we're checking for this and what it means if the `idx` fails these conditions.",
"severity": "critical",
"line": 26
}
] | 1 |
python | if wheel_name_suffix:
if not (enable_training and wheel_name_suffix == "gpu"):
# for training packages, local version is used to indicate device types
package_name = f"{package_name}-{wheel_name_suffix}"
cmd_classes = {}
if bdist_wheel is not None:
cmd_classes["bdist_wheel"] = bdist_wheel
cmd_c... | Review this code and list any quality issues. | [
{
"issue": "Maybe it is worth adding a function which extracts the major version, this code is repeated a couple of times.",
"severity": "major",
"line": 26
}
] | 1 |
python | for group in self.single_partition_of_fp32_groups:
group.grad = None #class init
return
#########################################################################
#################### ZeRO Stage 1 - reduce gradients ####################
#############################################... | Review this code and list any quality issues. | [
{
"issue": "I think this could cause an attribute error for non-trainable parameters, e.g., during finetuning. Is this change necessary?",
"severity": "minor",
"line": 26
}
] | 1 |
python | e.g. [meta-llama/Llama-4-Scout-17B-16E](https://huggingface.co/meta-llama/Llama-4-Scout-17B-16E)
Configuration objects inherit from [`PreTrainedConfig`] and can be used to control the model outputs. Read the
documentation from [`PreTrainedConfig`] for more information.
Args:
vocab_size (`int`, *op... | Review this code and list any quality issues. | [
{
"issue": "```suggestion\n Per-head attention dimension. Larger value increases head width and compute.\n```",
"severity": "minor",
"line": 26
}
] | 1 |
python | TenantPluginAutoUpgradeStrategy.upgrade_time_of_day
< now_seconds_of_day + AUTO_UPGRADE_MINIMAL_CHECKING_INTERVAL,
TenantPluginAutoUpgradeStrategy.strategy_setting
!= TenantPluginAutoUpgradeStrategy.StrategySetting.DISABLED,
)
.all()
)
total_strategies = len(... | Review this code and list any quality issues. | [
{
"issue": "The comment text uses lowercase \"no\" at the start of the sentence. For consistency with professional code style, it should be capitalized to \"No\".\n```suggestion\n click.echo(click.style(\"No strategies to process, skipping plugin manifest fetch.\", fg=\"green\"))\n```",
"severity": "... | 1 |
python | # RWKV isn't context limited
self.gguf_writer.add_context_length(1048576)
self.gguf_writer.add_embedding_length(hidden_size)
self.gguf_writer.add_block_count(self.block_count)
self.gguf_writer.add_layer_norm_rms_eps(rms_norm_eps)
self.gguf_writer.add_wkv_head_size(head_size)
... | Review this code and list any quality issues. | [
{
"issue": "```suggestion\r\n```\r\nI'm fairly certain no-one's going to introduce an SPM vocab for this model.",
"severity": "minor",
"line": 26
}
] | 1 |
python | mock_integration = Mock(spec=Integration)
mock_integration.domain = "custom_test"
mock_integration.preview_features = {
"test_feature": {
"feedback_url": "https://feedback.test",
"learn_more_url": "https://learn.test",
}
}
with patch(
"homeassistant.compo... | Review this code and list any quality issues. | [] | 0 |
python | name: str
mode: Literal["validation", "serialization"] = "validation"
@property
def alias(self) -> str:
a = self.field_info.alias
return a if a is not None else self.name
@property
def required(self) -> bool:
return self.field_info.is_require... | Review this code and list any quality issues. | [
{
"issue": "```suggestion\r\n # Pydantic >= 2.12.0 warns about field specific metadata that is unused\r\n # (e.g. `TypeAdapter(Annotated[int, Field(alias='b')])`). In some cases, we\r\n # end up building the type adapter from a model field annotation so we\r\n ... | 1 |
python | DEFAULT_HF_MODULES_CACHE = os.path.join(HF_CACHE_HOME, "modules")
HF_MODULES_CACHE = Path(os.getenv("HF_MODULES_CACHE", DEFAULT_HF_MODULES_CACHE))
DOWNLOADED_DATASETS_DIR = "downloads"
DEFAULT_DOWNLOADED_DATASETS_PATH = os.path.join(HF_DATASETS_CACHE, DOWNLOADED_DATASETS_DIR)
DOWNLOADED_DATASETS_PATH = Path(os.getenv(... | Review this code and list any quality issues. | [
{
"issue": "Would remove `DEFAULT` from the env var name (to be more consistent with the `transformers`/`huggingface_hub` env var naming)",
"severity": "minor",
"line": 26
}
] | 1 |
python | yield
finally:
shutil.copy2(backup_file, output_file_path)
time.sleep(2.0)
def test_reload_simple_executor(tmpdir):
from tests.integration.hot_reload.exec1.my_executor1 import MyExecutorToReload1
f = Flow().add(uses=MyExecutorToReload1, reload=True)
with f:
res = f.post(on='/'... | Review this code and list any quality issues. | [] | 0 |
python | async def get_signage_point(self, sp_hash: bytes32) -> Optional[dict[str, Any]]:
try:
return await self.fetch("get_signage_point", {"sp_hash": sp_hash.hex()})
except ValueError: # not synced
return None
async def get_signage_points(self) -> list[dict[str, Any]]:
ret... | Review this code and list any quality issues. | [] | 0 |
python | """
Tweepy implementation of twitter reader. Requires the 4 twitter keys to operate.
"""
import tweepy
import os, time
import pandas as pd
import json
from .utils import tokenize, ada_v2_cost
def twitter():
#get user and number of tweets to read
username = input("user timeline to read from (blank to ignore): ... | Review this code and list any quality issues. | [
{
"issue": "```suggestion\r\n #read your API keys to call the api.\r\n```\r\n\r\nWe should check the existence of the keys before invocation and throw an error if any are missing - right now we just try to do the OAuth and hope for the best - if anything the `auth` and `api` should be inside of the try-catch... | 1 |
python | import os
import warnings
from collections import OrderedDict
from pathlib import Path
from types import SimpleNamespace
from typing import Any, Callable, Dict, Generator, List, Optional, Tuple, TYPE_CHECKING, Union
import torch
from pytorch_lightning.callbacks import GradientAccumulationScheduler
from pytorch_lightn... | Review this code and list any quality issues. | [
{
"issue": "We tried this in other PRs and this breaks docs as sphinx does not support forward references :/",
"severity": "minor",
"line": 26
}
] | 1 |
python | return None
def _parse_or_no_value(self, x):
if not x:
return _no_value
else:
return self.parse(x)
@staticmethod
def _parser_global_dest(param_name, task_name):
return task_name + '_' + param_name
@classmethod
def _parser_kwargs(cls, param_name, tas... | Review this code and list any quality issues. | [
{
"issue": "if we expect this value to always be overwritten, does it make sense to set its value in `OptionalParameterMixin` to `None` or some other default?",
"severity": "minor",
"line": 26
}
] | 1 |
python | user: User,
tasks: list[Task],
data=None,
pipeline_name: str = "custom_pipeline",
context: dict = None,
pipeline_cache=False,
incremental_loading=False,
data_per_batch: int = 20,
):
# Will only be used if ENABLE_BACKEND_ACCESS_CONTROL is set to True
await set_database_global_context_... | Review this code and list any quality issues. | [
{
"issue": "Won't then `PipelineRunStarted` be yielded two times? Once from here and second time from `run_tasks`.",
"severity": "minor",
"line": 26
}
] | 1 |
python | # entries with seqlens [S-L+1, S-L+2, ..., S].
actual_expanded = int(decode_lens_cpu.sum().item())
expanded_base = torch.repeat_interleave(
seq_lens - decode_lens, decode_lens
)
cumsum = torch.cumsum(decode_lens, dim=0, dtype=torch.int3... | Review this code and list any quality issues. | [
{
"issue": "nit: either `_expanded_seq_lens_buffer` `_expanded_block_table_buffer` or `expanded_seq_lens_buffer` `expanded_block_table_buffer`",
"severity": "minor",
"line": 26
}
] | 1 |
python | def metric_fn(self, pred, label):
mask = torch.isfinite(label)
if self.metric == "" or self.metric == "loss":
return -self.loss_fn(pred[mask], label[mask])
raise ValueError("unknown metric `%s`" % self.metric)
def train_epoch(self, x_train, y_train):
x_train_values =... | Review this code and list any quality issues. | [] | 0 |
python | Returns:
Sequence of (WIDGET, REGION) tuples.
"""
return self._compositor.get_widgets_at(x, y)
def get_style_at(self, x: int, y: int) -> Style:
"""Get the style under a given coordinate.
Args:
x: X Coordinate.
y: Y Coordinate.
Returns:
... | Review this code and list any quality issues. | [
{
"issue": "Do we need to guard against a pathological case where the node that was clicked isn't focusable, one of its DOM ancestors is focusable, but the position clicked doesn't fall within said ancestor?",
"severity": "minor",
"line": 26
}
] | 1 |
python | /id
)/(?P<id>[\d+a-z]+)'''
_EMBED_REGEX = [r'<(?:iframe|script)[^>]+src=["\'](?P<url>(?:https?:)?//(?:www\.)?ultimedia\.com/deliver/(?:generic|musique)(?:/[^/]+)*/(?:src|article)/[\d+a-z]+)']
_TESTS = [{
'url': 'https://www.ultimedia.com/default/index/videogeneric/id/3x5x55k',
'info_dict... | Review this code and list any quality issues. | [
{
"issue": "This is not quite correct, other MDTK IDs exist as well, but the server doesn't seem to care.\r\nExample https://www.ultimedia.com/deliver/generic/iframe/mdtk/01002929/zone/3/src/30kq5ru or https://www.ultimedia.com/deliver/generic/iframe/mdtk/01032022/zone/1/src/3x3rp3k",
"severity": "minor",
... | 1 |
python | grads = convert_to_dst_type(grads.squeeze(0), image_tensor)[0]
return grads
class DistanceTransformEDT(Transform):
"""
Applies the Euclidean distance transform on the input.
Either GPU based with CuPy / cuCIM or CPU based with scipy.ndimage.
Choice only depends on cuCIM being available.
... | Review this code and list any quality issues. | [
{
"issue": "We should assume the img here has a channel-first shape just like most MONAI transforms do.",
"severity": "minor",
"line": 26
}
] | 1 |
python | def bold2(s: str) -> str:
"""draw attention to the given string, within a `bold` section"""
return termcolor.colored(s, "green")
def mute(s: str) -> str:
"""draw attention away from the given string"""
return termcolor.colored(s, "dark_grey")
def warn(s: str) -> str:
return termcolor.colored(s, ... | Review this code and list any quality issues. | [] | 0 |
python | If set as a sequence, the identities from the list must grant
Service Account Token Creator IAM role to the directly preceding identity, with first
account from the list granting this role to the originating account (templated).
:param deferrable: Run operator in the deferrable mode
:param poll_... | Review this code and list any quality issues. | [
{
"issue": "I don't think it's going to wrk as expected - it will raise deprecation **always** not only when project_id is used/",
"severity": "minor",
"line": 26
}
] | 1 |
python | # NOTE: when t2x[word] is a ManimColor, str will yield the
# hex representation
for t2x, arg in t2xs
}
for start, end in self._find_indexes(word, self.text):
settings.append(TextSetting(start, end, **setting_args))
return settings
def... | Review this code and list any quality issues. | [
{
"issue": "Initially, I was going to say that the correct list in the else case should be something like `[ManimColor(list(gradient)[0])]`, but, after thinking a bit about it, I would say that the whole if-else can simply go away. There's already a check of whether there's one single color in `reference_colors... | 1 |
python | from embedchain.chunkers.qna_pair import QnaPairChunker
from embedchain.chunkers.sitemap import SitemapChunker
from embedchain.chunkers.table import TableChunker
from embedchain.chunkers.text import TextChunker
from embedchain.chunkers.web_page import WebPageChunker
from embedchain.chunkers.xml import XmlChunker
from e... | Review this code and list any quality issues. | [
{
"issue": "```suggestion\r\n JSONChunker: {\"chunk_size\": 1000, \"chunk_overlap\": 0, \"length_function\": len},\r\n```",
"severity": "minor",
"line": 26
}
] | 1 |
python | state: str,
) -> dict[str, Any] | None:
"""Get OAuth state data from cache.
Overridden to use cache directly without requiring session persistence,
since Tornado doesn't have persistent sessions across requests.
The session parameter is unused but required by the parent class signat... | Review this code and list any quality issues. | [
{
"issue": "The docstring is missing the Parameters and Returns sections expected in Numpydoc style. Add proper sections to document the parameters and return value according to the Numpydoc format used in the codebase.",
"severity": "minor",
"line": 26
}
] | 1 |
python | return None
batch = part_file_list[i:i + batch_size]
txt = os.path.join(worker_dir, f'part{part_idx+1}_chunk_{i:04d}.txt')
out = os.path.join(worker_dir, f'part{part_idx+1}_chunk_{i:04d}.{default_audio_proc_format}')
with op... | Review this code and list any quality issues. | [
{
"issue": "Performance consideration: Adding maxtasksperchild=1 to the Pool constructor will cause each worker process to be recycled after completing one task. While this can help with memory leaks and ensures clean state, it adds overhead from process creation/destruction. Consider if this is necessary or if... | 1 |
python | StaticFeatureExtractor defines the interface for fetching features from a
sample without running it; extractors that rely on the execution trace of
a sample must implement the other sibling class, DynamicFeatureExtracor.
There may be multiple backends that support fetching features for capa.
For exampl... | Review this code and list any quality issues. | [
{
"issue": "sorry, hate to churn here, but please use a single underscore. \n\ndouble underscores used to have a special meaning in python, having to do with name mangling. they don't anymore, but we stick to one underscore for consistency.",
"severity": "minor",
"line": 26
}
] | 1 |
python | @pytest.mark.skipif(AIRFLOW_V_3_0_PLUS, reason="Test only for Airflow 2")
class TestDagRunOperatorAF2:
"""Test TriggerDagRunOperator for Airflow 2."""
def setup_method(self):
# Airflow relies on reading the DAG from disk when triggering it.
# Therefore write a temp file holding the DAG to trigg... | Review this code and list any quality issues. | [
{
"issue": "```suggestion\r\n def test_trigger_dagrun(self, dag_maker, mock_supervisor_comms):\r\n```",
"severity": "minor",
"line": 26
}
] | 1 |
python | + ["-o", output_path]
+ [module_path]
+ [os.path.join(module_path, p) for p in exclude_patterns]
)
# -- General configuration ---------------------------------------------------
# Add any Sphinx extension module names here, as strings. They can be
# extensions coming with Sphinx (named 'sphinx.ex... | Review this code and list any quality issues. | [] | 0 |
python | is_changing_dt = False
def __init__(
self,
anim: Animation | _AnimationBuilder,
speedinfo: dict[float, float],
rate_func: Callable[[float], float] | None = None,
affects_speed_updaters: bool = False,
**kwargs,
) -> None:
if issubclass(type(anim), Animati... | Review this code and list any quality issues. | [
{
"issue": "```suggestion\r\n ), \"Only one animation at a time can play that changes speed (dt) for ChangeSpeed updaters\"\r\n```",
"severity": "minor",
"line": 26
}
] | 1 |
python | def call_module(
self,
target: torch.fx.node.Target,
args: tuple[torch.fx.node.Argument, ...],
kwargs: dict[str, Any],
) -> Any:
assert isinstance(target, str)
output = super().call_module(target, args, kwargs)
if target in self.compile_submod_names:
... | Review this code and list any quality issues. | [] | 0 |
python | voice_dir=pth_voice_dir,
**fine_tuned_params
)
del result
msg = f"Saved file: {pth_voice_file}"
print(msg)
return True
else:
return True
except Exceptio... | Review this code and list any quality issues. | [] | 0 |
python | if len(tasks) >= max_simulation_results:
break
for task in asyncio.as_completed(tasks):
sim_results.append(await task)
progress_bar.update(1)
progress_bar.close()
return JsonLineList(sim_results)
def _to_chat_protocol(self, *, conversation_h... | Review this code and list any quality issues. | [
{
"issue": "Nit: if using pop, you will not need the check for value:\r\ntemplate_parameters.pop(key, None)",
"severity": "minor",
"line": 26
}
] | 1 |
python | assert f"Added transaction to mempool: {sb_name}\n" in caplog.text
# Make sure the transaction was retried and got added to the mempool
assert full_node_api.full_node.mempool_manager.get_mempool_item(sb_name, include_pending=False) is not None
@pytest.mark.anyio
@pytest.mark.parametrize("mismatch_cost... | Review this code and list any quality issues. | [
{
"issue": "where did `bt` come from?\nAre you sure it will generate valid blocks on top of the chain in `node_to_add_tx_to`?",
"severity": "minor",
"line": 26
}
] | 1 |
python | from .common import InfoExtractor
class MatchTVIE(InfoExtractor):
_VALID_URL = r'https?://matchtv\.ru/on-air'
_TESTS = [{
'url': 'http://matchtv.ru/on-air/',
'info_dict': {
'id': 'matchtv-live',
'ext': 'mp4',
'title': r're:^Матч ТВ - Прямой эфир \d{4}-\d{2}-... | Review this code and list any quality issues. | [
{
"issue": "```suggestion\r\n webpage = self._download_webpage('https://video.matchtv.ru/iframe/channel/106', video_id)\r\n```",
"severity": "minor",
"line": 22
}
] | 1 |
python | return attributes
class OAuth2TokenAuthProvider(AuthProvider):
"""
JWT token authentication provider that validates a JWT token and extracts access attributes.
This should be the standard authentication provider for most use cases.
"""
def __init__(self, config: OAuth2TokenAuthConfig):
s... | Review this code and list any quality issues. | [
{
"issue": "extremely-large-try-catch-we-dont-know-what-code-we-dont-trust strikes again. please fix!",
"severity": "minor",
"line": 26
}
] | 1 |
python | `torch.nn.functional.pad` is used unless the mode or kwargs are not available in torch,
in which case `np.pad` will be used.
Args:
img: data to be transformed, assuming `img` is channel-first and padding doesn't apply to the channel dim.
to_pad: the amount to be padded in each dimension [(low_H... | Review this code and list any quality issues. | [
{
"issue": "If this condition isn't present, the effect of providing a `value` argument and not use \"constant\" mode is to raise an exception in the pad routine used, I think this is intended behaviour. Here if the `value` argument is removed this silently allows unintended arguments to be ignored, it's better... | 1 |
python | "applications won't be erased from the board."),
)
main_parser.add_argument(
"--programmer",
metavar="METHOD",
dest="programmer",
choices=PROGRAMMERS,
default="jlink",
help=("Sets the method to be used to flash Tock OS or the application "
"on the target board."),
)... | Review this code and list any quality issues. | [
{
"issue": "The parentheses are not needed",
"severity": "minor",
"line": 26
}
] | 1 |
python | 'https://playback.video.globo.com/v4/video-session', video_id,
f'Downloading resource info for {video_id}',
headers={'Content-Type': 'application/json'},
data=json.dumps({
'player_type': 'mirakulo_8k_hdr',
'video_id': video_id,
'quality... | Review this code and list any quality issues. | [
{
"issue": "the 3rd positional argument is `mpd_id` and there's no reason for these to be non-fatal\r\n```suggestion\r\n formats, subtitles = self._extract_mpd_formats_and_subtitles(main_source['url'], video_id, mpd_id='dash')\r\n```",
"severity": "major",
"line": 26
}
] | 1 |
python | return await self.async_step_link()
_LOGGER.debug("Connection to HomematicIP Cloud failed")
errors["base"] = "invalid_sgtin_or_pin"
return self.async_show_form(
step_id="init",
data_schema=vol.Schema(
{
vol.Required(HMIPC_HAPI... | Review this code and list any quality issues. | [] | 0 |
python | subscription_id,
resource_group,
workspace_name,
service_endpoint,
credential,
):
self.subscription_id = subscription_id
self.resource_group = resource_group
self.workspace_name = workspace_name
self.service_endpoint = service_endpoint
self.cre... | Review this code and list any quality issues. | [] | 0 |
python | --------
.. manim:: ParaSurface
:save_last_frame:
class ParaSurface(ThreeDScene):
def func(self, u, v):
return np.array([np.cos(u) * np.cos(v), np.cos(u) * np.sin(v), u])
def construct(self):
axes = ThreeDAxes(x_range=[-4,4], x_length=8)
... | Review this code and list any quality issues. | [
{
"issue": "Minor nitpick: I would prefer to have `int` first, since it's the simplest data type.\n\nSince the sequence is always expected to contain 2 integers, `tuple[int, int]` seems to be more fitting.\n\nSince\n```suggestion\n resolution: int | tuple[int, int] = 32,\n```",
"severity": "minor",
... | 1 |
python | self.assertIn(str(path), py36_cache)
normal_cache = black.read_cache(reg_mode)
self.assertNotIn(str(path), normal_cache)
self.assertEqual(actual, expected)
@event_loop()
def test_multi_file_force_py36(self) -> None:
reg_mode = DEFAULT_MODE
py36_mode = replace(DEF... | Review this code and list any quality issues. | [] | 0 |
python | # Copyright 2025 - Oumi
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, softw... | Review this code and list any quality issues. | [
{
"issue": "nit: don't think this is needed, as you already create the path to the local config path on line 77 in fetch.py",
"severity": "minor",
"line": 26
}
] | 1 |
python | #
# Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
# the License. You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software distributed under t... | Review this code and list any quality issues. | [
{
"issue": "```suggestion\r\n Gui(page).run(title=\"Menu - Label\")\r\n```",
"severity": "minor",
"line": 26
}
] | 1 |
python | content = "Deterministic content."
chunks1 = FixedSizeChunking(chunk_size=100).chunk(Document(content=content))
chunks2 = FixedSizeChunking(chunk_size=100).chunk(Document(content=content))
assert chunks1[0].id == chunks2[0].id
def test_different_content_produces_different_hash():
"""Different content... | Review this code and list any quality issues. | [] | 0 |
python | from typing import List, Optional, Tuple
import cv2
import numpy as np
MIN_POLYGON_POINT_COUNT = 3
def polygon_to_mask(polygon: np.ndarray, resolution_wh: Tuple[int, int]) -> np.ndarray:
"""Generate a mask from a polygon.
Args:
polygon (np.ndarray): The polygon for which the mask should be generate... | Review this code and list any quality issues. | [
{
"issue": "Thank you for addressing the bug; I suggest using if polygon.size > 0: to directly check for an empty array, ensuring against cases with all-zero coordinates.",
"severity": "critical",
"line": 24
}
] | 1 |
python | with_schemas = with_schemas.lower() in ('1', 'true')
else:
with_schemas = False
db_name = db_name.lower()
databases = ca.database_controller.get_dict()
if db_name not in databases:
return http_error(
400,
"Error",
f"... | Review this code and list any quality issues. | [
{
"issue": "wouldn't be better to add list of the jobs into [project.get_tables](https://github.com/mindsdb/mindsdb/blob/3c24a594e8b173404c18cc9ebe679d51a1617165/mindsdb/interfaces/database/projects.py#L305) instead of this one.\r\nget_tables returns objects of the project",
"severity": "minor",
"line":... | 1 |
python | 'width': ('width', {int_or_none}),
'height': ('height', {int_or_none}),
'vcodec': ('videoCodec', {str}),
'acodec': ('audioCodec', {str}),
'abr': ('audioBitrate', {int_or_none(scale=1000)}),
'vbr': ('videoBitrate', {int_or_none(scale=1000)})... | Review this code and list any quality issues. | [
{
"issue": "```suggestion\r\n 'filesize': int_or_none(urlh.get_header('Content-Length')),\r\n```",
"severity": "minor",
"line": 26
}
] | 1 |
python | This also have heuristics to transform arbitrarily shifted summand or
arbitrarily shifted summation range to the canonical problem the
formula can handle.
>>> Sum(1 / (x**2 + 2*x + 2), (x, -1, oo)).doit()
1/2 + pi/(2*tanh(pi))
>>> Sum(1 / (x**2 + 4*x + 5), (x, -2, oo)).doit()
1/2 + pi/(2*tanh(p... | Review this code and list any quality issues. | [
{
"issue": "I don't think this reference here makes sense.",
"severity": "minor",
"line": 26
}
] | 1 |
python | application. If there is no such function, status page content shows only the status of the
server.<br/>
The signature of the *on_status* callback function must be:
- *state*: the `State^` instance of the caller.
It must return raw and valid HTML content as a string.
"""
... | Review this code and list any quality issues. | [
{
"issue": "```suggestion\r\n and the parameters provided in the call to `get_user_content_url()^`.\r\n```",
"severity": "minor",
"line": 26
}
] | 1 |
python | """
o = VMobject()
def draw_circle(m: VMobject, n_points, x=0, y=0, r=1):
center = np.array([x, y, 0])
m.start_new_path(center + [r, 0, 0])
for i in range(1, n_points + 1):
theta = 2 * PI * i / n_points
m.add_line_to(center + [cos(theta) * r, sin(theta) * r, 0])
... | Review this code and list any quality issues. | [
{
"issue": "It would be even better to have other tests testing the correct trimming of the subpaths, I think.",
"severity": "minor",
"line": 26
}
] | 1 |
python | min_depencies_tag_to_packages_without_version = defaultdict(list)
for package, (min_version, tags) in dependencies.items():
for t in tags.split(", "):
min_depencies_tag_to_packages_without_version[t].append(package)
pyproject_section_to_min_dependencies_tag = {
"build-system.require... | Review this code and list any quality issues. | [
{
"issue": "Because the tags are only available at this stage, the definition of the skip packages has to happen here now.",
"severity": "minor",
"line": 26
}
] | 1 |
python | self.alibi_slopes = None
self.use_alibi_attn = False
# Used for Baichuan13B
if config.hidden_size == 5120:
slopes_start = self.process_group.rank() * num_heads
self.use_alibi_attn = True
self.alibi_slopes = get_alibi_slopes(config.num_attention_heads, device=a... | Review this code and list any quality issues. | [
{
"issue": "`W_pack.weight` has a shape of (`3 * hidden_size`, `hidden_size`). Please ensure that the modified version of assigning `q_proj_w`, `k_proj_w`, and `v_proj_w`, as well as `qkv_w = W_pack.view((-1, 3, W_pack.size(-1))).transpose(1, 2, 0)` in `NopadBaichuanAttention._load_from_state_dict`, won't cause... | 1 |
python | full_key = b'bcd151073c03b352e1ef2fd66c32209da9ca0afa'
self._FULL_KEY = full_key
return full_key
def _find_program(self, video_id, station, cursor):
station_program = self._download_xml(
'https://radiko.jp/v3/program/station/weekly/%s.xml' % station, video_id,
note=... | Review this code and list any quality issues. | [
{
"issue": "> actually yes do skip https://github.com/yt-dlp/yt-dlp/commit/e9117f0bab990ad43c1a94b3c388bc7d10437b6b\r\n> pc_html5 api does actually return the not-live streams, its just a matter of prioritising them over the live ones\r\n\r\nDo you mean we want to revert this?",
"severity": "minor",
"li... | 1 |
python | src_txt += "\n"
for grammar in get_grammars(set(target_versions)):
drv = driver.Driver(grammar, pytree.convert)
try:
result = drv.parse_string(src_txt, True)
break
except ParseError as pe:
lineno, column = pe.context[1]
lines = src_txt.splitl... | Review this code and list any quality issues. | [
{
"issue": "I have tried to keep the format consistent with ParseError above but still need to correct the values for lineno,column and faulty_line (which are currently wrong)",
"severity": "critical",
"line": 26
}
] | 1 |
python | '_type': 'playlist',
'id': 'IWZ98609',
'title': 'Mr. Siro - video',
'description': 'md5:85ab29bd7b21725c12bf76fd1d6922e5',
},
'playlist_mincount': 15,
}]
def _fetch_page(self, user_id, type_url, page):
page += 1
name_api = self._SLUG_API['user... | Review this code and list any quality issues. | [
{
"issue": "```suggestion\r\n user_info = self._download_json(\r\n self.get_api_with_signature(name_api=self._SLUG_API['info-artist'], param={}),\r\n video_id=user_alias, query={'alias': user_alias})['data']\r\n```",
"severity": "minor",
"line": 26
}
] | 1 |
python | self.unconfirmed_keys_values[store_id].append(blob_hash)
except sqlite3.IntegrityError as e:
if "UNIQUE constraint failed" in str(e):
kv_id = await self.get_kvid(blob, store_id)
if kv_id is None:
raise Exception("Internal error") from e
... | Review this code and list any quality issues. | [
{
"issue": "i... think in this case it's reasonable to attempt to continue after logging regardless of the failure. but always good to question ideas like this...\r\n\r\n```suggestion\r\n with log_exceptions(log=log, consume=True):\r\n path = self.get_key_value_path(store_id=store_id... | 1 |
python | address = services.canonicalize_bootstrap_address_or_die(address)
# Respect token-based authentication when enabled.
ensure_token_if_auth_enabled(None, create_token_if_missing=False)
# Connect to the cluster (no driver logging)
if not ray.is_initialized():
ray.init(address=address, namespace=n... | Review this code and list any quality issues. | [
{
"issue": "the exception handling here is unnecessarily convoluted. the only place that I think it makes sense to catch and wrap an error is in the \"actor not found\" case. In that case, we should also catch the specific exception type that's raised when the actor isn't found, which I believe is `ValueError`"... | 1 |
python | 'url': 'https://iwara.tv/profile/theblackbirdcalls/videos',
'info_dict': {
'id': 'theblackbirdcalls',
},
'playlist_mincount': 723,
}, {
'url': 'https://iwara.tv/profile/user792540',
'only_matching': True,
}, {
'url': 'https://iwara.tv/profile/theblackb... | Review this code and list any quality issues. | [
{
"issue": "```suggestion\r\n for x in traverse_obj(videos, ('results', ..., 'id')):\r\n yield self.url_result(f'https://iwara.tv/video/{x}')\r\n```\r\n`yield from ... for ...` is weird",
"severity": "minor",
"line": 26
}
] | 1 |
python | 'uploader_id': 10858927,
'categories': ['动画', '三维CG'],
'keywords': ['France Télévisions', '法国3台', '蠢萌', '冬奥会']
},
}, {
'url': 'https://www.xinpianchang.com/a11779743?from=IndexPick&part=%E7%BC%96%E8%BE%91%E7%B2%BE%E9%80%89&index=2',
'only_matching': True,
}]
... | Review this code and list any quality issues. | [
{
"issue": "Not sure if there's sanity check for format_id being none....\r\n\r\nas of url, use url_or_none",
"severity": "minor",
"line": 26
}
] | 1 |
python | self.dir_model, trust_remote_code=True
)
vocab = getattr(tokenizer, "vocab", tokenizer.get_vocab())
vocab_size = self.hparams.get("vocab_size", len(vocab))
assert max(vocab.values()) < vocab_size
tokpre = self.get_vocab_base_pre(tokenizer)
revers... | Review this code and list any quality issues. | [
{
"issue": "```suggestion\r\n token = tokenizer.decode(tokenizer.encode(token, add_special_tokens=False))\r\n```",
"severity": "minor",
"line": 26
}
] | 1 |
python | has not yet been registered.
Example:
::
>>> import pandas as pd
>>>
>>> from kedro_datasets.pandas import CSVDataset
>>>
>>> cars = CSVDataset(filepath="cars.csv",
>>> load_args=None,
>>> ... | Review this code and list any quality issues. | [
{
"issue": "Same as for save, let's keep it `name`.",
"severity": "minor",
"line": 26
}
] | 1 |
python | x = np.random.standard_normal((4, len(dimensions))) # number of points at which to evaluate marginal PDF
X = multivariate_normal(mean, cov) # frozen distribution
if frozen:
Y = X.marginal(dimensions)
res = Y.pdf(x)
else:
Y = multivariate_normal.marg... | Review this code and list any quality issues. | [
{
"issue": "Many of these lines exceed the character limit. Please run `spin lint` and resolve style checks.",
"severity": "minor",
"line": 26
}
] | 1 |
python | bool : If ``n`` is prime, it always returns ``True``.
The composite number that returns ``True`` is called an Euler-Jacobi pseudoprime.
Examples
========
>>> from sympy.ntheory.primetest import is_euler_jacobi_pseudoprime
>>> from sympy.ntheory.factor_ import isprime
>>> for n in range(... | Review this code and list any quality issues. | [
{
"issue": "Add spaces around `=` when there is an annotation before.",
"severity": "minor",
"line": 26
}
] | 1 |
python | async def check_status(self, host: str) -> bool:
"""Check if we can connect to the OpenEVSE charger."""
charger = openevsewifi.Charger(host)
try:
result = await self.hass.async_add_executor_job(charger.getStatus)
except AttributeError:
return False
else:
... | Review this code and list any quality issues. | [
{
"issue": "```suggestion\r\n data=user_input,\r\n```",
"severity": "minor",
"line": 26
}
] | 1 |
python | kv_max_split_num=kv_max_split_num,
head_dim=head_dim,
dtype=self.dtype,
device=get_accelerator().get_current_device(),
)
self.fd_inter_tensor = fd_inter_tensor
def _init_model(self, model_or_path: Union[nn.Module, str], model_policy: Policy = None):
"""
... | Review this code and list any quality issues. | [
{
"issue": "For this method (`_init_model`), please also keep up to date with that (`init_model`) in `engine.py`. For example, the handling of condition of no policy is provided.",
"severity": "minor",
"line": 26
}
] | 1 |
python | else:
dice_weight = weight
self.dice = DiceLoss(
include_background=include_background,
to_onehot_y=to_onehot_y,
sigmoid=sigmoid,
softmax=softmax,
other_act=other_act,
squared_pred=squared_pred,
jaccard=jaccard,
... | Review this code and list any quality issues. | [
{
"issue": "Is there any place use this member variables, otherwise you can remove it here.",
"severity": "minor",
"line": 26
}
] | 1 |
python | if elapsed > 10:
logger.warning(
f"Graph execution {graph_exec.id} took {elapsed:.2f}s to create/publish - "
f"this is unusually slow and may indicate resource contention"
)
except GraphNotInLibraryError as e:
elapsed = asyncio.get_event_loop().time() ... | Review this code and list any quality issues. | [
{
"issue": "Please fix and schedule again, or maybe if we can prompt them to run manually first.",
"severity": "minor",
"line": 26
}
] | 1 |
python | # Copyright The PyTorch Lightning team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to i... | Review this code and list any quality issues. | [
{
"issue": "```suggestion\r\nimport pytorch_lightning.utilities.xla_device_utils as xla_utils\r\n```\r\nto be clear what utils...",
"severity": "minor",
"line": 19
}
] | 1 |
python | class UIConfig():
def __init__(self, description='Description',
buttonText='Submit',
placeholder='Default placeholder'):
self.description = description
self.buttonText = buttonText
self.placeholder = placeholder
def json(self):
retu... | Review this code and list any quality issues. | [] | 0 |
python | logging.info("Waiting for MOVING push notifications on random connection ...")
# this will consume the notification if it arrives in one of the connections
# and will handle the states of the rest
# the consumed connection will be disconnected during
# releasing it back to the pool and a... | Review this code and list any quality issues. | [
{
"issue": "[nitpick] Another hardcoded sleep value should be replaced with a named constant. Consider creating a MOVING_TTL_TIMEOUT constant to make the purpose explicit.",
"severity": "minor",
"line": 26
}
] | 1 |
python | finder = cls.asset_finder
trading_calendar = get_calendar('NYSE')
items = finder.retrieve_all(finder.sids)
major_axis = (
trading_calendar.sessions_in_range if cls.FREQUENCY == 'daily'
else trading_calendar.minutes_for_sessions_in_range
)(cls.START_DATE, cls.END_... | Review this code and list any quality issues. | [] | 0 |
python | output_shape: torch.Size | None = None,
) -> torch.Tensor:
if self.calculate_kv_scales:
torch.ops.vllm.maybe_calc_kv_scales(q, kv_c_normed, k_pe, self.layer_name)
if self.use_direct_call:
forward_context: ForwardContext = get_forward_context()
attn_metadata = for... | Review this code and list any quality issues. | [
{
"issue": "We probably need to call self.do_kv_cache_update here right?",
"severity": "major",
"line": 26
}
] | 1 |
python | help="Mean to subtract (B G R)")
p.add_argument("--rgb", action="store_true", help="Swap BGR->RGB for model input")
p.add_argument('--backend', choices=backends, default=cv.dnn.DNN_BACKEND_DEFAULT, type=int,
help="Choose one of computation backends: "
"%d: automatica... | Review this code and list any quality issues. | [
{
"issue": "```\r\n net.setPreferableBackend(get_backend_id(args.backend))\r\n net.setPreferableTarget(get_target_id(args.target))\r\n```",
"severity": "minor",
"line": 26
}
] | 1 |
python | self.errorState = True
return None
# Catch all other non-200 status codes, and presume something went wrong
if res['code'] != '200':
self.sf.error("Failed to retrieve content from JsonWHOIS.com", False)
self.errorState = True
return None
if res['... | Review this code and list any quality issues. | [] | 0 |
python | ['-ss', str(chapter['start_time']),
'-t', str(chapter['end_time'] - chapter['start_time'])])
@PostProcessor._restrict_to(images=False)
def run(self, info):
self._fixup_chapters(info)
chapters = info.get('chapters') or []
if not chapters:
self.to_screen('Chapter ... | Review this code and list any quality issues. | [
{
"issue": "Same story here, except this isn't actually used anywhere else. I thought it'd still be best to mirror it anyway to keep things consistent",
"severity": "minor",
"line": 26
}
] | 1 |
python | region=config.region,
filter="User",
)
for user in iam_users:
kd = get_user_access_keys(account_number=account_id,
assume_role=config.get("policies.role_name"),
region=config.region, user=user)... | Review this code and list any quality issues. | [
{
"issue": "Instead of returning True, let's return `log_data`. That way, we can see relevant metadata at ConsoleMe flower.",
"severity": "minor",
"line": 26
}
] | 1 |
python | 'release_date': '20231001',
'series': 'Breakup Probation, A Week',
'series_id': 22912,
'episode_number': 8,
'episode': 'E08',
},
}, {
'url': 'https://www.ondemandkorea.com/player/vod/the-outlaws?contentId=369531',
'md5': 'fa5523b87aa1f6d74fc622... | Review this code and list any quality issues. | [
{
"issue": "I would just use `str(uuid.uuid4())`\r\n```suggestion\r\n data = self._download_json(\r\n f'https://odkmedia.io/odx/api/v3/playback/{video_id}/', video_id, fatal=False,\r\n headers={'service-name': 'odk'}, query={'did': str(uuid.uuid4())}, expected_status=(403, 404))\r\n... | 1 |
python | self.gguf_writer.add_expert_used_count(self.hparams["num_experts_per_tok"])
self.gguf_writer.add_expert_feed_forward_length(self.hparams["moe_intermediate_size"])
self.gguf_writer.add_expert_shared_feed_forward_length(self.hparams["moe_shared_expert_intermediate_size"])
self.gguf_wri... | Review this code and list any quality issues. | [
{
"issue": "```suggestion\r\n new_name = name.replace(\"e_score_correction_bias\", \"e_score_correction.bias\")\r\n```\r\nI would prefer this (it's consistent with the naming for all other models), ~but I guess it's too late now.~",
"severity": "minor",
"line": 26
}
] | 1 |
python | from openpilot.system.ui.lib.application import gui_app
from openpilot.selfdrive.ui.layouts.main import MainLayout
from openpilot.selfdrive.ui.mici.layouts.main import MiciMainLayout
from openpilot.selfdrive.ui.ui_state import ui_state
BIG_UI = gui_app.big_ui()
def main():
cores = {5, }
config_realtime_process(0... | Review this code and list any quality issues. | [
{
"issue": "In the non-BIG_UI (MICI) path, `main_layout.render()` is now called without ever setting `main_layout`'s rect. Since `Widget.render()` only updates `_rect` when a rect is provided (or `set_rect` is called), this will render at the default 0x0 size and effectively draw nothing. Consider restoring `ma... | 1 |
python | return view(*args, **kwargs)
return decorated
def _decrypt_field(field_name: str, error_class: type[Exception], error_message: str) -> None:
"""
Helper to decode a Base64 encoded field in the request payload.
Args:
field_name: Name of the field to decode
error_class: Exception class ... | Review this code and list any quality issues. | [
{
"issue": "```suggestion\n if not request or not request.is_json:\n return\n # Get the payload dict - it's cached and mutable\n payload = request.get_json()\n if not payload or field_name not in payload:\n return\n encoded_value = payload[field_name]\n decoded_value = FieldEncry... | 1 |
python | 'title': 'Kyndal Inskeep "Performs the Hell Out of" Sia\'s "Elastic Heart" - The Voice Knockouts 2019',
'description': 'md5:7fe8e3d5806f96002e55f190d1d94479',
'uploader': 'The Voice',
'uploader_id': 'NBCTheVoice',
'upload_date': '20191029',
},
... | Review this code and list any quality issues. | [
{
"issue": "why `fatal=False` ? this should be fatal\r\n```suggestion\r\n video_id, 'Downloading video JSON metadata')\r\n```",
"severity": "minor",
"line": 26
}
] | 1 |
python | }
normalized = normalize_headers(headers)
expected = {
'content-type': 'application/json',
'authorization': 'Bearer token',
'accept': 'text/html',
}
assert normalized == expected, 'Only whitelisted headers should be included, and keys should be lowercased.'
def test_normalize_h... | Review this code and list any quality issues. | [
{
"issue": "```suggestion\r\ndef test_normalize_headers_returns_nothing_for_empty_input() -> None:\r\n```",
"severity": "minor",
"line": 26
}
] | 1 |
python | Polyhedron.__init__(
self,
vertex_coords=[
np.array([unit, 0, 0]),
np.array([-unit, 0, 0]),
np.array([0, unit, 0]),
np.array([0, -unit, 0]),
np.array([0, 0, unit]),
np.array([0, 0, -unit]),
... | Review this code and list any quality issues. | [
{
"issue": "It might be useful to note how many sides the Polyhedron has.\r\n```suggestion\r\n \"\"\"An icosahedron, one of the platonic solids, and one with twenty faces.\r\n```\r\nor\r\n```suggestion\r\n \"\"\"An icosahedron, the polyhedron with twenty faces.\r\n```",
"severity": "minor",
"line"... | 1 |
python | if fr and fi and fr != fi and not any(
i.atoms(re, im, arg, atan2) - had for i in (fr, fi)):
if bare_f:
bare_f = False
f[i: i + 1] = [fr, fi]
# real/imag handling -----------------------------
if any(isinstance(fi, (bool, BooleanAtom)) for... | Review this code and list any quality issues. | [
{
"issue": "Each of these is recursing down rebuilding the whole expression tree. It should be possible to do this in one pass rather than three.",
"severity": "minor",
"line": 26
}
] | 1 |
python | def prepare_pos_seq_lens(
idx_mapping: torch.Tensor,
query_start_loc: torch.Tensor,
num_computed_tokens: torch.Tensor,
pos: torch.Tensor,
seq_lens: torch.Tensor,
) -> None:
num_reqs = idx_mapping.shape[0]
# NOTE(woosuk): We do +1 because the last thread block is used
# to pad unused seq_... | Review this code and list any quality issues. | [] | 0 |
python | }, {
'url': 'https://web.archive.org/http://www.youtube.com:80/watch?v=-05VVye-ffg',
'only_matching': True,
}, {
'url': 'ytarchive:BaW_jenozKc:20050214000000',
'only_matching': True,
}, {
'url': 'ytarchive:BaW_jenozKc',
'only_matchi... | Review this code and list any quality issues. | [
{
"issue": "```suggestion\r\n _FORMATS = {\r\n```",
"severity": "minor",
"line": 26
}
] | 1 |
python | order=1100,
attrs={"target": "_blank", "rel": "noreferrer"},
name="editor-guide",
)
@hooks.register("register_help_menu_item")
def register_keyboard_shortcuts_menu_item():
return MenuItem(
_("Shortcuts"),
icon_name="regex",
order=1200,
attrs={
"role"... | Review this code and list any quality issues. | [
{
"issue": "It would be very cool if opening the modal could be a shortcut too. `command + /` is common.",
"severity": "minor",
"line": 26
}
] | 1 |
python | class ValueTrackerExample(Scene):
def construct(self):
tracker = ValueTracker(0)
label = Dot(radius=3).add_updater(lambda x : x.set_x(tracker.get_value()))
self.add(label)
self.add(tracker)
tracker.add_updater(lambda mobject, dt... | Review this code and list any quality issues. | [
{
"issue": "```suggestion\r\n def increment_value(self, d_value: float]):\r\n```\r\nand also for the ones beneath",
"severity": "minor",
"line": 26
}
] | 1 |
python | # Start of SHARDS section - only care about shard roles here
if line.startswith("SHARDS:"):
shards_section_started = True
continue
elif shards_section_started and line.startswith("DB:ID"):
continue
elif shards_section_started and line a... | Review this code and list any quality issues. | [] | 0 |
python | self.assertEqual(json.loads(on), ['abc', 'def'])
on = js_to_json('{"abc": "def",}')
self.assertEqual(json.loads(on), {'abc': 'def'})
on = js_to_json('{/*comment\n*/"abc"/*comment\n*/:/*comment\n*/"def"/*comment\n*/,/*comment\n*/}')
self.assertEqual(json.loads(on), {'abc': 'def'})
... | Review this code and list any quality issues. | [] | 0 |
python | def test_must_be_subset_of_django_languages(self):
with self.assertRaises(ImproperlyConfigured) as e:
get_content_languages()
self.assertEqual(
e.exception.args,
(
"The language zh is specified in WAGTAIL_CONTENT_LANGUAGES but not LANGUAGES. WAGTAIL_C... | Review this code and list any quality issues. | [] | 0 |
python | YouTubeTranscriptApi.list_transcripts(video_id, proxies).find_transcript(languages).fetch()
:param video_id: the youtube video id
:type video_id: str
:param languages: A list of language codes in a descending priority. For example, if this is set to ['de', 'en']
it will first try to fet... | Review this code and list any quality issues. | [
{
"issue": "please initialize the Exception objects",
"severity": "minor",
"line": 26
}
] | 1 |
python | f"Failed node execution {node_exec.node_exec_id}: {e}"
)
if stats is not None:
stats.error = e
@classmethod
@func_retry
def on_graph_executor_start(cls):
configure_logging()
set_service_name("GraphExecutor")
cls.db_client = get_db_client... | Review this code and list any quality issues. | [] | 0 |
python | with mock.patch("locust.runners.CPU_MONITOR_INTERVAL", new=1):
# start a Master runner
master_env = Environment(user_classes=[TestUser])
worker_connect_events = []
def on_connect(client_id: str) -> None:
worker_connect_events.append(client_id)
... | Review this code and list any quality issues. | [] | 0 |
python | # If the model response is a tool_call_started, add the tool call to the run_response
elif (
model_response_event.event == ModelResponseEvent.tool_call_started.value
): # Add tool calls to the run_response
tool_executions_list = model_response_event.tool_executio... | Review this code and list any quality issues. | [
{
"issue": "```suggestion\n if session.session_data is not None and session.session_data.get(\"session_state\") is not None:\n```",
"severity": "minor",
"line": 26
}
] | 1 |
python | higher precision to improve numerical stability.
skip_identifiers (`List[str]`, *optional*, defaults to `None`):
Regex patterns (fullmatch) for module names to be placed in "skip" mode, where the module is evaluated
during warmup / refresh, but then replaced by a cheap dummy tensor duri... | Review this code and list any quality issues. | [
{
"issue": "IIUC `skip_indentifiers` here means \"skip performing taylor prediction and use last cached output\"? I think it could be clearer if we use \n\nstatic_cache_identifiers: Optional[List[str]] = None\ntaylor_cache_identifiers: Optional[List[str]] = None\n\nAnd is change the `is_skip` arg to `is_static_... | 1 |
python | 'output_tools': [],
'prompted_output_template': None,
'allow_text_output': True,
'allow_image_output': False,
},
'logfire.json_schema': {
'type': 'object',
'pro... | Review this code and list any quality issues. | [
{
"issue": "Is this a problem (for Logfire)?",
"severity": "minor",
"line": 26
}
] | 1 |
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