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 |
|---|---|---|---|---|---|---|
#!/usr/bin/env python3
"""Standalone CLI to create a rawdata impression directly in Yuki storage.
This bypasses the HTTP upload for very large datasets by copying data
locally into the Yuki impression directory and creating matching metadata.
"""
import argparse
import json
import os
import shutil
import subprocess
im... | CelebiProjects/Yuki | Yuki/cli/yuki_create_data.py | .py | 95957070d65e772d | 7 | 0 |
"""Classification of job output files into 'plot' vs 'data', plus a
selection-spec predicate builder. Single source of truth for what counts
as a plot, shared by collect filtering, booking filtering, and status views.
"""
import fnmatch
import os
PLOT_EXTENSIONS = {".png", ".jpg", ".jpeg", ".gif", ".pdf", ".svg", ".we... | CelebiProjects/Yuki | Yuki/kernel/file_types.py | .py | b4fc5f79540cfca6 | 7 | 0 |
"""
Performance benchmarks for buffer management systems.
"""
import threading
import time
from typing import Any
import numpy as np
import pytest
from advanced_image_sensor_interface.utils.buffer_manager import AsyncBufferManager, BufferManager
class BufferManagerBenchmarks:
"""Comprehensive benchmarks for bu... | muditbhargava66/Advanced-Image-Sensor-Interface | benchmarks/buffer_benchmarks.py | .py | cd763128fc388ace | 7.3 | 3 |
"""
Noise Analysis for Advanced Image Sensor Interface
This module contains benchmark tests for analyzing noise characteristics
and reduction efficacy in the Advanced Image Sensor Interface project.
Functions:
generate_noisy_image: Generate a synthetic noisy image for testing.
measure_noise_level: Measure the... | muditbhargava66/Advanced-Image-Sensor-Interface | benchmarks/noise_analysis.py | .py | e2cc216689e405b6 | 7.3 | 3 |
#!/usr/bin/env python3
"""
Performance Benchmarking Suite for Advanced Image Sensor Interface
This script provides comprehensive performance benchmarking for all major components
with realistic timing measurements and hardware-adjusted expectations.
Usage:
python benchmarks/performance_benchmark.py
python ben... | muditbhargava66/Advanced-Image-Sensor-Interface | benchmarks/performance_benchmark.py | .py | 934d60e02a6a2c75 | 7.3 | 3 |
"""
Performance Benchmarks and Speed Tests
This module provides realistic performance benchmarks for the Advanced Image Sensor
Interface simulation framework. All measurements are clearly marked as simulation
performance, not hardware throughput.
Classes:
PerformanceProfiler: Main class for performance profiling
... | muditbhargava66/Advanced-Image-Sensor-Interface | benchmarks/speed_tests.py | .py | 45665e6e23856dbc | 7.8 | 3 |
"""
Advanced Integration Example for the Advanced Image Sensor Interface v2.0.0
This example demonstrates the enhanced features including:
- Type-safe operations with comprehensive type annotations
- Performance profiling and monitoring
- Enhanced error handling with recovery strategies
- USB3 Vision protocol support
... | muditbhargava66/Advanced-Image-Sensor-Interface | examples/advanced_integration_example.py | .py | e122039e972f6261 | 7.3 | 3 |
#!/usr/bin/env python3
"""
Basic Usage Example for Advanced Image Sensor Interface
This example demonstrates the fundamental usage patterns with proper error handling,
input validation, and realistic parameter definitions.
"""
import argparse
import logging
import sys
import numpy as np
# Configure logging
logging.... | muditbhargava66/Advanced-Image-Sensor-Interface | examples/basic_usage.py | .py | 09c3e75d1d2f320f | 7.3 | 3 |
#!/usr/bin/env python3
"""
Advanced Image Sensor Interface Comprehensive Demo
This script demonstrates the enhanced features including:
- Enhanced sensor interface with 8K support
- HDR image processing
- RAW image processing
- Multi-sensor synchronization
- GPU acceleration
- Advanced power management
Requirements:
... | muditbhargava66/Advanced-Image-Sensor-Interface | examples/comprehensive_demo.py | .py | cd1658bd1e5213cc | 7.3 | 3 |
"""
Advanced Integration Example for the Advanced Image Sensor Interface v2.0.0
This example demonstrates the enhanced features including:
- Type-safe operations with comprehensive type annotations
- Performance profiling and monitoring
- Enhanced error handling with recovery strategies
- USB3 Vision protocol support
... | muditbhargava66/Advanced-Image-Sensor-Interface | examples/integration_example.py | .py | 20788ef01d60e1cb | 7.3 | 3 |
"""
Automated Testing Suite for Advanced Image Sensor Interface
This script provides a comprehensive automated testing suite for the
Advanced Image Sensor Interface project, including unit tests, integration tests,
and performance benchmarks.
Usage:
python automated_testing.py [options]
Options:
--unit-tests... | muditbhargava66/Advanced-Image-Sensor-Interface | scripts/automated_testing.py | .py | 92dce5f593433206 | 7.8 | 3 |
"""
Data Analysis for Advanced Image Sensor Interface
This script provides tools for analyzing simulation results and real-world test data
from the Advanced Image Sensor Interface project.
Usage:
python data_analysis.py [options] <input_files>
Options:
--plot Generate plots for the analyze... | muditbhargava66/Advanced-Image-Sensor-Interface | scripts/data_analysis.py | .py | b7fee932bde4b1ee | 7.3 | 3 |
"""
Image Sensor Pipeline Simulation
This script provides a comprehensive simulation of the Advanced Image Sensor Interface,
including MIPI data transfer, signal processing, and power management.
Usage:
python simulation.py [options]
Options:
--resolution RESOLUTION Set the simulation resolution (default: ... | muditbhargava66/Advanced-Image-Sensor-Interface | scripts/simulation.py | .py | 42d0027941f160fa | 7.3 | 3 |
"""Version information for Advanced Image Sensor Interface."""
__version__ = "3.0.0"
__version_info__ = (3, 0, 0)
# Release information
__title__ = "Advanced Image Sensor Interface"
__description__ = "A comprehensive multi-protocol camera interface framework"
__author__ = "Mudit Bhargava"
__author_email__ = "muditbha... | muditbhargava66/Advanced-Image-Sensor-Interface | src/advanced_image_sensor_interface/_version.py | .py | a3fc72606cbd90f0 | 7.3 | 3 |
"""
Configuration Constants for Advanced Image Sensor Interface
This module contains all configurable constants used throughout the system,
replacing hardcoded magic numbers with named constants for better maintainability.
"""
import os
import threading
from dataclasses import dataclass, field
from typing import Any
... | muditbhargava66/Advanced-Image-Sensor-Interface | src/advanced_image_sensor_interface/config/constants.py | .py | dd11e56100c9d782 | 7.3 | 3 |
"""
Circuit breaker pattern implementation for fault tolerance.
"""
import logging
import time
from collections.abc import Callable
from enum import Enum
from typing import Any
logger = logging.getLogger(__name__)
class CircuitBreakerState(Enum):
"""Circuit breaker states."""
CLOSED = "closed"
OPEN = "... | muditbhargava66/Advanced-Image-Sensor-Interface | src/advanced_image_sensor_interface/error_handling/circuit_breaker.py | .py | 6f145bdd950f2a72 | 7.3 | 3 |
"""
Comprehensive exception hierarchy for the Advanced Image Sensor Interface.
Provides specific exception types for different error conditions with
detailed error information and recovery hints.
"""
from dataclasses import dataclass
from enum import Enum
from typing import Any, Optional
class ErrorSeverity(Enum):
... | muditbhargava66/Advanced-Image-Sensor-Interface | src/advanced_image_sensor_interface/error_handling/exceptions.py | .py | 5063cbd53da65b07 | 7.3 | 3 |
"""
Error monitoring and analysis utilities.
"""
import logging
import time
from collections import defaultdict, deque
from typing import Any
logger = logging.getLogger(__name__)
class ErrorMonitor:
"""Monitors and tracks errors."""
def __init__(self, history_size: int = 1000):
"""Initialize error ... | muditbhargava66/Advanced-Image-Sensor-Interface | src/advanced_image_sensor_interface/error_handling/monitoring.py | .py | 8b8c18062b6b28ff | 7.3 | 3 |
"""
Error recovery management and strategies.
"""
import logging
from enum import Enum
logger = logging.getLogger(__name__)
class RecoveryStrategy(Enum):
"""Available recovery strategies."""
RETRY = "retry"
FALLBACK = "fallback"
RESTART = "restart"
IGNORE = "ignore"
class ErrorRecoveryManager... | muditbhargava66/Advanced-Image-Sensor-Interface | src/advanced_image_sensor_interface/error_handling/recovery.py | .py | 5abfbfc4c2b8bcd2 | 7.3 | 3 |
"""
Retry mechanisms with configurable policies.
"""
import logging
import random
import time
from collections.abc import Callable
from dataclasses import dataclass
from typing import Any
logger = logging.getLogger(__name__)
@dataclass
class RetryPolicy:
"""Retry policy configuration."""
max_attempts: int ... | muditbhargava66/Advanced-Image-Sensor-Interface | src/advanced_image_sensor_interface/error_handling/retry.py | .py | d0cdd957e9b2acd4 | 7.3 | 3 |
"""
Caching utilities for performance optimization.
"""
import threading
import time
from collections import OrderedDict
from typing import Any, Optional, TypeVar
T = TypeVar("T")
class LRUCache:
"""Least Recently Used cache implementation."""
def __init__(self, max_size: int = 128):
"""Initialize ... | muditbhargava66/Advanced-Image-Sensor-Interface | src/advanced_image_sensor_interface/performance/cache.py | .py | 1625dc6ff23a774f | 7.3 | 3 |
"""
Real-time performance monitoring for system resources and application metrics.
"""
import logging
import threading
import time
from collections import deque
from collections.abc import Callable
from dataclasses import dataclass
from typing import Any, Optional
import psutil
from ..types import Megabytes, Percent... | muditbhargava66/Advanced-Image-Sensor-Interface | src/advanced_image_sensor_interface/performance/monitor.py | .py | b97982e6ec3b3b73 | 7.3 | 3 |
"""
Performance optimization strategies and automatic tuning.
"""
import logging
from dataclasses import dataclass
from enum import Enum
from typing import Any
logger = logging.getLogger(__name__)
class OptimizationStrategy(Enum):
"""Available optimization strategies."""
THROUGHPUT = "throughput"
LATEN... | muditbhargava66/Advanced-Image-Sensor-Interface | src/advanced_image_sensor_interface/performance/optimizer.py | .py | 73f70c9a8287a2aa | 7.3 | 3 |
"""
Performance profiling utilities for identifying bottlenecks and optimization opportunities.
"""
import functools
import logging
import threading
import time
from collections.abc import Callable
from dataclasses import dataclass, field
from typing import Any, Optional, TypeVar
import psutil
from ..types import Pe... | muditbhargava66/Advanced-Image-Sensor-Interface | src/advanced_image_sensor_interface/performance/profiler.py | .py | 52e4f84c494515f9 | 7.3 | 3 |
"""
Calibration data models and structures.
This module defines the data structures used for camera calibration results,
quality metrics, and calibration parameters.
"""
from dataclasses import dataclass
from typing import Any, Optional
import numpy as np
@dataclass
class CalibrationResult:
"""Results from cam... | muditbhargava66/Advanced-Image-Sensor-Interface | src/advanced_image_sensor_interface/sensor_interface/calibration/models.py | .py | 3b73d4d971fbfd85 | 7.3 | 3 |
"""
Neural network-based calibration parameter tuning.
This module provides AI-based optimization of calibration parameters using
neural networks to improve calibration accuracy and robustness.
Uses scikit-learn MLPRegressor as a fallback for TensorFlow/PyTorch.
"""
import logging
from dataclasses import dataclass
f... | muditbhargava66/Advanced-Image-Sensor-Interface | src/advanced_image_sensor_interface/sensor_interface/calibration/neural_tuner.py | .py | 1e3b993aa2aca9d3 | 7.3 | 3 |
"""Enhanced Sensor Interface for v2.0.0.
This module provides enhanced sensor interface capabilities including:
- Support for resolutions up to 8K (7680x4320)
- HDR image processing
- RAW format support
- Multi-sensor synchronization
- Advanced timing controls
"""
import logging
import time
from dataclasses import da... | muditbhargava66/Advanced-Image-Sensor-Interface | src/advanced_image_sensor_interface/sensor_interface/enhanced_sensor.py | .py | 765de44803be4135 | 7.3 | 3 |
"""HDR Image Processing Pipeline.
This module provides comprehensive HDR (High Dynamic Range) image processing
capabilities including tone mapping, exposure fusion, and HDR reconstruction.
"""
import logging
from dataclasses import dataclass
from enum import Enum
from typing import Optional
import numpy as np
logge... | muditbhargava66/Advanced-Image-Sensor-Interface | src/advanced_image_sensor_interface/sensor_interface/hdr_processing.py | .py | 1ac44e4e8b37d83d | 7.3 | 3 |
"""
Image Validation and Processing Utilities
This module provides comprehensive image validation, bit-depth handling,
and safe processing operations for the Advanced Image Sensor Interface.
Classes:
ImageValidator: Validates image format, shape, and bit depth
ImageProcessor: Safe image processing with automa... | muditbhargava66/Advanced-Image-Sensor-Interface | src/advanced_image_sensor_interface/sensor_interface/image_validation.py | .py | a5b10de7ffa1e8b2 | 7.3 | 3 |
"""
MIPI CSI-2 Simulation for Advanced Image Sensor Interface
This module provides the legacy MIPI CSI-2 driver for backward compatibility.
For new code, use the protocol.mipi.driver.MIPIProtocolDriver instead.
"""
import asyncio
import logging
import threading
import time
import warnings
from abc import abstractmeth... | muditbhargava66/Advanced-Image-Sensor-Interface | src/advanced_image_sensor_interface/sensor_interface/mipi_driver.py | .py | 21c7500a5b8a4ce9 | 7.3 | 3 |
"""
MIPI CSI-2 Protocol Implementation and Validation
This module provides MIPI CSI-2 packet parsing, formatting, and validation
capabilities for protocol compliance testing and simulation.
Classes:
MIPIPacket: Base class for MIPI CSI-2 packets
ShortPacket: MIPI CSI-2 short packet implementation
LongPacke... | muditbhargava66/Advanced-Image-Sensor-Interface | src/advanced_image_sensor_interface/sensor_interface/mipi_protocol.py | .py | 214ea0e649a26bfa | 7.3 | 3 |
"""
Power Management Simulation for Advanced Image Sensor Interface
This module implements a power management simulation for CMOS image sensors,
modeling low-noise operation and efficient power delivery characteristics.
IMPORTANT: This is a simulation model, not actual power management hardware.
Power consumption val... | muditbhargava66/Advanced-Image-Sensor-Interface | src/advanced_image_sensor_interface/sensor_interface/power_management.py | .py | f4df03523ac704f6 | 7.3 | 3 |
"""Adjuster code, adjust forecast by last 7 days of ME"""
import logging
from datetime import datetime, timedelta
from typing import Optional
import pandas as pd
import pvlib
from pvsite_datamodel.read import get_site_by_uuid
from pvsite_datamodel.sqlmodels import (
ForecastSQL,
ForecastValueSQL,
Generati... | openclimatefix/india-forecast-app | india_forecast_app/adjuster.py | .py | c6b608de14501737 | 7.35 | 4 |
"""
Main forecast app entrypoint
"""
import asyncio
import datetime as dt
import logging
import os
import sys
import click
import pandas as pd
import sentry_sdk
from pvsite_datamodel import DatabaseConnection
from pvsite_datamodel.read import get_sites_by_country
from pvsite_datamodel.sqlmodels import LocationAssetTy... | openclimatefix/india-forecast-app | india_forecast_app/app.py | .py | b81fa065a1bd2ef8 | 7.35 | 4 |
"""Functions for retrieving and preparing generation data for forecasting."""
import asyncio
import datetime as dt
import logging
import os
import numpy as np
import ocf.dp as dp
import pandas as pd
import pvlib
from pvsite_datamodel import LocationSQL
from pvsite_datamodel.read import get_pv_generation_by_sites
from... | openclimatefix/india-forecast-app | india_forecast_app/data/generation.py | .py | a0542315035193a6 | 7.35 | 4 |
"""
Dummy Model class (generate a dummy forecast)
"""
import datetime as dt
import math
import random
import pandas as pd
import pytz
class DummyModel:
"""
Dummy model that emulates the capabilities expected by a real model
"""
@property
def version(self):
"""Version number"""
r... | openclimatefix/india-forecast-app | india_forecast_app/models/dummy.py | .py | 0a685c71edb581f7 | 7.35 | 4 |
"""
PVNet model class
"""
import datetime as dt
import logging
import os
import shutil
import tempfile
import numpy as np
import pandas as pd
import torch
from ocf_datapipes.batch import (
BatchKey,
batch_to_tensor,
copy_batch_to_device,
stack_np_examples_into_batch,
)
from ocf_datapipes.training.pvne... | openclimatefix/india-forecast-app | india_forecast_app/models/pvnet/model.py | .py | 1670dc823ed82ec4 | 7.35 | 4 |
"""Useful functions for setting up PVNet model"""
import logging
import os
from typing import Optional
import fsspec
import numpy as np
import torch
import xarray as xr
import yaml
from ocf_datapipes.batch import BatchKey
from ocf_datapipes.config.model import NWP
from ocf_datapipes.utils.consts import ELEVATION_MEAN... | openclimatefix/india-forecast-app | india_forecast_app/models/pvnet/utils.py | .py | 4dbbdc975226d4a1 | 7.35 | 4 |
"""A pydantic model for the ML models"""
from typing import List, Literal, Optional
import fsspec
from pyaml_env import parse_config
from pydantic import BaseModel, Field
class Model(BaseModel):
"""One ML Model"""
name: str = Field(..., title="Model Name", description="The name of the model")
type: Opt... | openclimatefix/india-forecast-app | india_forecast_app/models/pydantic_models.py | .py | b6880e98cb0a586d | 7.35 | 4 |
"""Data Platform operations: location management, forecaster lifecycle, and forecast saving."""
from __future__ import annotations
import asyncio
import contextlib
import json
import logging
import os
import re
from collections.abc import AsyncIterator # noqa: TC003
from datetime import UTC, datetime, timedelta
from... | openclimatefix/india-forecast-app | india_forecast_app/save/data_platform.py | .py | 23dfc808a3ed0c7b | 7.35 | 4 |
"""Database operations for persisting forecasts."""
from __future__ import annotations
import logging
import pandas as pd # noqa: TC002
from pvsite_datamodel.write import insert_forecast_values
from sqlalchemy.orm import Session # noqa: TC002
from india_forecast_app.adjuster import adjust_forecast_with_adjuster
... | openclimatefix/india-forecast-app | india_forecast_app/save/database.py | .py | fde997ae439843e0 | 7.35 | 4 |
"""Shared utility helpers used across the save subpackage."""
from __future__ import annotations
from datetime import UTC, datetime
import pandas as pd
def add_or_convert_to_utc(timestamp: object) -> pd.Timestamp:
"""Ensure a timestamp is a timezone-aware UTC pd.Timestamp."""
ts = pd.Timestamp(timestamp)
... | openclimatefix/india-forecast-app | india_forecast_app/save/utils.py | .py | 1331f7664dcaa539 | 7.35 | 4 |
"""
Script for seeding a local DB.
"""
import os
from pvsite_datamodel.connection import DatabaseConnection
from pvsite_datamodel.sqlmodels import Base
from pvsite_datamodel.write.user_and_site import (
create_site,
)
def _confirm_action() -> bool:
"""
Provides opportunity for user to decide whether to ... | openclimatefix/india-forecast-app | scripts/seed_local_db.py | .py | b81123fbdfad95a2 | 7.35 | 4 |
"""Testing utils."""
import datetime as dt
from datetime import UTC
import pandas as pd
from click.testing import CliRunner
def run_click_script(func, args: list[str], catch_exceptions: bool = False):
"""Util to test click scripts while showing the stdout."""
runner = CliRunner()
# We catch the except... | openclimatefix/india-forecast-app | tests/_utils.py | .py | 0617717a8decb026 | 7.85 | 4 |
"""Tests for reading generation data from the Data Platform.
Tests cover (all in data/generation.py):
1. energy_source_for_asset_type: "pv" maps to the SOLAR energy source
2. energy_source_for_asset_type: "wind" maps to the WIND energy source
3. fetch_generation_from_dp: value_fraction is converted to power_kw using c... | openclimatefix/india-forecast-app | tests/data/test_read_from_data_platform.py | .py | 1473c490b77802c4 | 7.85 | 4 |
""" Tests for utils for pvnet"""
import os
import tempfile
import numpy as np
from ocf_datapipes.batch import BatchKey
from india_forecast_app.models.pvnet.utils import save_batch, set_night_time_zeros
def test_set_night_time_zeros():
"""Test for setting night time zeros"""
# set up preds (1,5,7) {example, ... | openclimatefix/india-forecast-app | tests/models/pvnet/test_utils.py | .py | 99d9e96d6f58bf31 | 7.85 | 4 |
""" Test for getting all ml models"""
from india_forecast_app.models.pydantic_models import get_all_models
def test_get_all_models():
"""Test for getting all models"""
models = get_all_models()
assert len(models.models) == 9
def test_get_all_models_client():
"""Test for getting all models for a spec... | openclimatefix/india-forecast-app | tests/models/test_pydantic_models.py | .py | a1885e9b3091ee52 | 7.35 | 4 |
"""
Tests for india_forecast_app.save.save (the save_forecast orchestrator).
Tests cover:
1. write_to_db=False: nothing is persisted to the database
2. write_to_db=True: base forecast is written to the database
3. use_adjuster_database=True: both base and _adjust models are written
4. ml_model_name=None: adjuster is s... | openclimatefix/india-forecast-app | tests/save/test_save.py | .py | 56a39a9c21ae88d4 | 7.85 | 4 |
"""
Tests for india_forecast_app.save.utils.
Tests cover:
1. add_or_convert_to_utc: naive datetime is localised to UTC
2. add_or_convert_to_utc: timezone-aware UTC datetime is returned unchanged
3. add_or_convert_to_utc: non-UTC timezone-aware datetime is converted to UTC
4. add_or_convert_to_utc: naive pandas Tim... | openclimatefix/india-forecast-app | tests/save/test_save_utils.py | .py | 275c29eac244a090 | 7.85 | 4 |
"""
Tests for functions in app.py
"""
import datetime as dt
import multiprocessing as mp
import os
import uuid
from unittest.mock import AsyncMock, MagicMock, patch
import pandas as pd
import pytest
from pvsite_datamodel.sqlmodels import ForecastSQL, ForecastValueSQL, MLModelSQL
from india_forecast_app.app import (
... | openclimatefix/india-forecast-app | tests/test_app.py | .py | 89c4716dc537bb2d | 7.85 | 4 |
"""Bounded parallel execution of a target profile over many files, with honest
reporting.
Two deliberate departures from the code this replaces:
* A bounded pool instead of one process per input file. Spawning N processes
for N files oversubscribes the machine badly, since each one starts an ffmpeg
that is itsel... | bhemsen/converter | converter/batch.py | .py | 7b2ae70efa5cafee | 7 | 0 |
"""Thin wrapper around the ``ffmpeg`` / ``ffprobe`` command-line programs.
We shell out on purpose instead of using a wrapper library. ``ffmpeg-python``
has had no release since 2019, the PyPI package literally named ``ffmpeg`` is an
unrelated stub that collides with it in ``site-packages/ffmpeg/``, and ``pydub``
imp... | bhemsen/converter | converter/ffmpegtool.py | .py | 895b40c94b349135 | 7 | 0 |
"""Input discovery and output-path construction.
Every path bug the old scripts had lived in these few functions, so they are
kept pure and side-effect free -- which also makes them the part of the tool
that is worth unit-testing.
"""
import errno
import os
from collections.abc import Iterable
from pathlib import Pat... | bhemsen/converter | converter/paths.py | .py | 6ee802d631f136cb | 7 | 0 |
"""Run every machine check this project has, as one non-interactive command.
The loopkit workflow contract needs a single Verify command, and the stack has
three separate checks. Rather than chain them in a shell -- which would differ
between PowerShell and sh, and which the CI matrix would then have to duplicate
-- ... | bhemsen/converter | scripts/verify.py | .py | 7d6a4f694bc3f956 | 7 | 0 |
ALLOWED_TAGS = ["h2", "p", "ol", "li", "span", "strong", "br", "s", "em", "u", "ul"]
def filter_tags_and_attributes(soup):
for tag in soup.find_all(True):
if tag.name not in ALLOWED_TAGS:
tag.decompose()
else:
tag.attrs = {"class": tag.get("class")} if tag.get("class") else... | betagouv/seves | core/html.py | .py | ab47ac2912f06736 | 7.35 | 4 |
"""
________/\\\\\\\\\_________________________/\\\\\_________________/\\\_________
_____/\\\////////______________________/\\\\////_________________\/\\\_________
___/\\\/____________________________/\\\///___________/\\\_______\/\\\_________
__/\\\______________/\\\\\\\\\\___/\\\\\\\\\\\__... | RETOUTHz/MakeX-Resources24-26 | 2024CS6th/Program/V.19.01.py | .py | 896b1061ecaf79bb | 7 | 0 |
"""
V.20.01
"""
#import
import novapi
from mbuild import power_manage_module
from mbuild.encoder_motor import encoder_motor_class
from mbuild import power_expand_board
from mbuild import gamepad
from mbuild.smartservo import smartservo_class
from mbuild.ranging_sensor import ranging_sensor_class
from mbuild.... | RETOUTHz/MakeX-Resources24-26 | 2024CS6th/Program/V.20.01.py | .py | 5bf6f14c7ff1a4a4 | 7 | 0 |
class button_class() :
def __init__(self, PORT, INDEX):
"""
define the button module
PORT, the port the senor is connected to on the novapi
INDEX, the sensor number in the chain INDEX<1-10>
"""
def reset_count():
"""reset button pressed count"""
return
... | RETOUTHz/MakeX-Resources24-26 | 2024CS6th/Program/mbuild/button.py | .py | 6f0b2d128bd963a5 | 7 | 0 |
class encoder_motor_class() :
def __init__(self, port:str, index:str):
"""
initilize an encoder motor
Port: M1,M2,M3,M4,M5,M6
Index, INDEX<no> (1-6)
"""
pass
def set_power(self, power:int):
"""
Set encoder motor power by percent
"""
... | RETOUTHz/MakeX-Resources24-26 | 2024CS6th/Program/mbuild/encoder_motor.py | .py | 89c9b4b55dc42789 | 7 | 0 |
def get_joystick(joystick:str):
"""Get the joystick value, return value range , left positive and right negative, up positive and bottom negative, parameters:100 ~ -100
```
{
"Lx": "left x-axis",
"Ly": "left y-axis",
"Rx": "right x-axis",
"Ry": "right y-axis"
}
```
... | RETOUTHz/MakeX-Resources24-26 | 2024CS6th/Program/mbuild/gamepad.py | .py | a9190f2eb42ad824 | 7 | 0 |
class led_matrix_class() :
def __init__(self, PORT, INDEX):
"""
define the led matrix
PORT, the port the senor is connected to on the novapi
INDEX, the sensor number in the chain INDEX<1-10>
"""
def show_image(self, pattern, x, y, time_s = 1):
"""
show im... | RETOUTHz/MakeX-Resources24-26 | 2024CS6th/Program/mbuild/led_matrix.py | .py | a3319e3a98048304 | 7 | 0 |
class servo_driver_class:
def __init__(self, PORT, INDEX):
"""
define the servo driver
PORT, the port the senor is connected to on the novapi
INDEX, the sensor number in the chain INDEX<1-10>
"""
pass
def set_angle(self, angle:int):
"""set servo to an ang... | RETOUTHz/MakeX-Resources24-26 | 2024CS6th/Program/mbuild/servo_driver.py | .py | f917a0a21cfbca82 | 7 | 0 |
class smartservo_class() :
def __init__(self, port:str, index:str):
"""
initilize an smart servo
Port: M1,M2,M3,M4,M5,M6
Index, INDEX<no> (1-6)
"""
pass
def set_power(self, power:int):
"""
Set smart servo power by percent
"""
... | RETOUTHz/MakeX-Resources24-26 | 2024CS6th/Program/mbuild/smartservo.py | .py | fef99f6321f57fb0 | 7 | 0 |
## Timer Module
def timer():
"Get the system timer time in seconds."
return 1
def reset_timer():
"Reset the system timer time."
return 0
#Built in Gyro
def get_pitch():
"Obtain the pitch angle (X axis) of the attitude angle, unit: °, the returned data range is-180 ~ 180"
return 0
def get_roll... | RETOUTHz/MakeX-Resources24-26 | 2024CS6th/Program/novapi/__init__.py | .py | 8fe300dd596b1401 | 7 | 0 |
"""
V.20.01
"""
#import
import novapi
from mbuild import power_manage_module
from mbuild.encoder_motor import encoder_motor_class
from mbuild import power_expand_board
from mbuild import gamepad
from mbuild.smartservo import smartservo_class
from mbuild.ranging_sensor import ranging_sensor_class
from mbuild.... | RETOUTHz/MakeX-Resources24-26 | 2025CS6th/main.py | .py | ec7726febadb3b81 | 7 | 0 |
"""
MakeSex 2026
"""
import time
import math
import novapi
import mbuild
from mbuild import power_manage_module
from mbuild import power_expand_board
from mbuild import gamepad
from mbuild.encoder_motor import encoder_motor_class
from mbuild.smartservo import smartservo_class
"""
INITIALISATION
"""
en = {
"LF"... | RETOUTHz/MakeX-Resources24-26 | 2026雷神(RAIJIN)/Program/RAI.py | .py | 2f6feeba0f664f34 | 7 | 0 |
import csv
import os
def format_rating(score):
return '⭐' * score + '☆' * (10 - score) + f' {score}/10'
def replace_string_in_files(directory, target_string, replacement_string):
"""
Replaces all occurrences of target_string with replacement_string in all .md files within the specified directory.
:p... | travel-in-books/travel-in-books.github.io | tools.py | .py | 0ca32d0d9964642b | 7.15 | 1 |
import logging
from collections.abc import Callable
from concurrent.futures import ThreadPoolExecutor
from sqlalchemy.orm import Session
from models.model_db import ExecutionLog
from scripts.async_thread import wait_for_thread_future
from scripts.database import SessionLocal
from scripts.execution_log_retention impor... | YusukeKato/ShellgeiOnlineJudge | backend/scripts/execution_log_persistence.py | .py | 6bebe7cc9b559d23 | 7.24 | 2 |
"""
HDF5 Timeseries Plotter - Interactive visualization tool
Plots timeseries data from HDF5 recordings with interpretable Y-axis labels.
Usage:
python hdf5_timeseries_plotter.py <path_to_hdf5_file>
Features:
- Interactive plot selection
- Proper Y-axis labels with units
- Multiple subplots for different data ty... | s1alknau/Nematostella-time-series | hdf5_timeseries_plotter_v2.py | .py | d04abbe2b836120f | 7 | 0 |
#!/usr/bin/env python3
"""Collect Markdown docs into docs/ so MkDocs can serve them.
The canonical source of these files stays where it is (GitHub/PyPI read the
root README of each repo). MkDocs only builds files inside docs_dir, so we copy
the relevant ones in before building. The copies are git-ignored.
Sources:
... | s1alknau/Nematostella-time-series | scripts/sync_docs.py | .py | 8646d898e1cb99fd | 7 | 0 |
"""
ROI Detector - HoughCircles-based well detection, identical algorithm to napari-hdf5-activity.
"""
from __future__ import annotations
import logging
from dataclasses import dataclass, field
import numpy as np
logger = logging.getLogger(__name__)
try:
import cv2
CV2_AVAILABLE = True
except ImportError:... | s1alknau/Nematostella-time-series | src/timeseries_capture/Analysis/roi_detector.py | .py | ef42c2e4ec966ca2 | 7 | 0 |
"""
Phase Manager - Day/Night Cycle Management
Verantwortlich für:
- Phase-Wechsel (Light <-> Dark)
- Cycle Counting
- LED Type Bestimmung pro Phase
- Phase Timing
"""
import logging
import time
from typing import Optional
from .recording_state import PhaseInfo, PhaseType, RecordingConfig
logger = logging.getLogger... | s1alknau/Nematostella-time-series | src/timeseries_capture/Recorder/phase_manager.py | .py | b051e581a6835609 | 7 | 0 |
"""Lightweight package metadata and environment helpers for EQ."""
from __future__ import annotations
import os
import platform
import subprocess
import sys
__version__ = '0.1.0'
def _default_conda_environment() -> str:
"""Return the supported default conda env for the current host OS."""
override = os.env... | nicholas-camarda/endotheliosis-quantifier | src/eq/__init__.py | .py | df18c463cd0bb95f | 7.15 | 1 |
"""Canonical filename parsing and validation for preeclampsia raw data."""
from __future__ import annotations
import re
from dataclasses import dataclass
from pathlib import Path
from typing import Iterable, Optional
from eq.core.constants import IMAGE_EXTENSIONS, MASK_EXTENSIONS
CANONICAL_SUBJECT_IMAGE_RE = re.com... | nicholas-camarda/endotheliosis-quantifier | src/eq/data_management/canonical_naming.py | .py | f43679582a7a5386 | 7.15 | 1 |
#!/usr/bin/env python3
"""Current-namespace FastAI model loading utilities."""
from pathlib import Path
from typing import Union
# FastAI is required by design
from fastai.vision.all import Learner, load_learner # type: ignore
from eq.utils.logger import get_logger
def load_mitochondria_model(model_path: str) -> ... | nicholas-camarda/endotheliosis-quantifier | src/eq/data_management/model_loading.py | .py | 6278bb5dbdc4c9ef | 7.15 | 1 |
#!/usr/bin/env python3
"""Output directory management system for the endotheliosis quantifier pipeline."""
import json
from datetime import datetime, timedelta
from pathlib import Path
from typing import Any, Dict, Optional, Union
from eq.utils.logger import get_logger
from eq.utils.paths import get_repo_root
class... | nicholas-camarda/endotheliosis-quantifier | src/eq/data_management/output_manager.py | .py | 35ebe089c7d68b62 | 7.15 | 1 |
"""MedSAM SAM subprocess runtime: device env and Python interpreter selection (MPS/CUDA)."""
from __future__ import annotations
import os
import sys
from pathlib import Path
from typing import Any
def medsam_subprocess_extra_env(*, device: str) -> dict[str, str]:
"""Environment variables merged into MedSAM SAM ... | nicholas-camarda/endotheliosis-quantifier | src/eq/evaluation/medsam_torch_runtime.py | .py | 18a2a9f54f6a5bed | 7.15 | 1 |
#!/usr/bin/env python3
"""
GPU-Optimized Glomeruli Inference
This module provides fast, GPU-optimized inference for glomeruli segmentation models
using your RTX 3080. Bypasses FastAI's broken inference pipeline and uses direct
PyTorch calls for maximum performance.
"""
from pathlib import Path
from typing import Dict... | nicholas-camarda/endotheliosis-quantifier | src/eq/inference/gpu_inference.py | .py | e60307632ff30e05 | 7.15 | 1 |
from pathlib import Path
import tifffile
def _extract_tif_stack(tif_path: Path, output_dir: Path, prefix: str):
"""Extract individual images from a TIF stack."""
print(f"📦 Extracting TIF stack: {tif_path}")
# Read the TIF stack
with tifffile.TiffFile(tif_path) as tif:
# Get the number o... | nicholas-camarda/endotheliosis-quantifier | src/eq/processing/image_mask_preprocessing.py | .py | c831f58a1e3285a8 | 7.15 | 1 |
from ..core.bumper_base import BumperBase
from .semantic import SemanticBumper, SemanticCommitBumper
_bumpers = {SemanticBumper.name: SemanticBumper, SemanticCommitBumper.name: SemanticCommitBumper}
def register_bumper(bumper_class: type[BumperBase]) -> type[BumperBase]:
"""
Register a bumper class in the gl... | jdraines/vertagus | src/vertagus/bumpers/registry.py | .py | 2d481ab5956c043b | 7 | 0 |
import re
from packaging import version as versionmod
from ..core.bumper_base import BumperBase, BumperException
from ..core.scm_base import ScmBase
class SemverBumperException(BumperException):
pass
class NoLevelSpecified(SemverBumperException):
pass
class SemanticBumper(BumperBase):
"""
Bumper... | jdraines/vertagus | src/vertagus/bumpers/semantic.py | .py | 2040519632f7a002 | 7 | 0 |
import copy
import os
import sys
from pathlib import Path
import click
import yaml
from vertagus.configuration import from_cli, load
from vertagus.configuration import types as cfgtypes
from vertagus.errors import ConfigurationError
def get_cwd() -> Path:
return Path(os.getcwd())
def validate_config_path(conf... | jdraines/vertagus | src/vertagus/cli/utils.py | .py | 9e69130e3a36fa39 | 7 | 0 |
"""Build a vertagus configuration from CLI options, without a configuration file.
The CLI can assemble the same :class:`~vertagus.configuration.types.MasterConfig`
mapping that :mod:`vertagus.configuration.load` reads from disk, so that commands
work identically whether their settings came from ``vertagus.yaml`` or fr... | jdraines/vertagus | src/vertagus/configuration/from_cli.py | .py | 5c9bea24c476ef28 | 7 | 0 |
from .tag_base import AliasBase, Tag
class ScmBase:
scm_type = "base"
tag_prefix: str | None = None
def __init__(
self,
root: str | None = None,
version_strategy: str | None = "tag",
target_branch: str | None = None,
manifest_path: str | None = None,
manife... | jdraines/vertagus | src/vertagus/core/scm_base.py | .py | 6ea2fa42968a987e | 7 | 0 |
"""Shared machinery for updating a manifest's version without rewriting the whole file."""
import typing as T
from logging import getLogger
logger = getLogger(__name__)
class InPlaceVersionWriter:
"""Writes a new version into a manifest by editing the text of the file.
Serializing a parsed document back to... | jdraines/vertagus | src/vertagus/providers/manifest/in_place.py | .py | 62c7478b3c0d21e8 | 7 | 0 |
"""Edit a single value in a TOML document without disturbing the rest of it.
Serializing a parsed TOML document back to text loses everything the parser threw
away: comments, blank lines, key order, and the author's choice of quoting and
indentation. That is an unacceptable trade for a version bump, which changes a
ha... | jdraines/vertagus | src/vertagus/providers/manifest/toml_edit.py | .py | 29d271dd8ff176a1 | 7 | 0 |
from typing import Any
from pyutils.strings.transformers import camel_to_snake
def camel_to_snake_dict(camel_dict: dict[str, Any]) -> dict[str, Any]:
"""
Converts a dictionary's keys from camel case to snake case.
:param camel_dict: dictionary with camel case keys
:return: dictionary with snake case... | iagocanalejas/pyutils | pyutils/dicts/utils.py | .py | 0d34a1054efe7360 | 7 | 0 |
from datetime import date, datetime, timedelta
def week_to_date(week: int, year: int) -> datetime:
"""
Return datetime for the given week, year. (https://stackoverflow.com/a/17087427)
:param week: number
:param year: number
:return: datetime
"""
return datetime.fromisocalendar(year, week,... | iagocanalejas/pyutils | pyutils/shortcuts/dates.py | .py | 823d194c6425675d | 7 | 0 |
import random
import uuid
def generate_unique_code(length: int = 8) -> str:
"""
:return: Generated 'length' length hexadecimal number
"""
return uuid.uuid4().hex[:length].upper()
_USER_AGENTS = [
"Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/58.0.3029.1... | iagocanalejas/pyutils | pyutils/shortcuts/utils.py | .py | 476401c50adea8b7 | 7 | 0 |
import re
def split_money(value: str) -> tuple[str | None, float | None]:
"""
Splits a money string into (currency, amount).
Works with various formats like:
- "$100"
- "USD 100.50"
- "100 EUR"
- "€99.99"
- "AUD1200.75"
Returns:
(currency: str | None, amount: float ... | iagocanalejas/pyutils | pyutils/strings/money.py | .py | bc682d3586e923c7 | 7 | 0 |
def match_normalization(text: str, normalization_rules: dict[str, list[list[str]]]) -> str:
"""
Applies normalization rules to the input text based on provided patterns.
Parameters:
text (str): The input text to be normalized.
normalization_rules (dict[str, list[list[str]]]): A dictionary c... | iagocanalejas/pyutils | pyutils/strings/normalize.py | .py | fc24e722d149bf38 | 7 | 0 |
import re
def find_roman(word: str) -> str | None:
"""
Checks if a word is a valid Roman numeral.
:param word: The input string.
:return: The word itself if it's a valid Roman numeral, otherwise None.
"""
roman_pattern = r"^M{0,3}(CM|CD|D?C{0,3})?(XC|XL|L?X{0,3})?(IX|IV|V?I{0,3})?$"
retur... | iagocanalejas/pyutils | pyutils/strings/roman.py | .py | fcb8e4540fed3f66 | 7 | 0 |
from difflib import SequenceMatcher
def levenshtein_distance(s1: str, s2: str) -> float:
"""
:return: Levenshtein distance between two strings
"""
# Create a matrix with dimensions (len(s1) + 1) x (len(s2) + 1)
matrix = [[0] * (len(s2) + 1) for _ in range(len(s1) + 1)]
# Initialize the first ... | iagocanalejas/pyutils | pyutils/strings/similarity.py | .py | 6614e8a732b29245 | 7 | 0 |
import re
CAMEL_TO_SNAKE = re.compile(r"((?<=[a-z0-9])[A-Z]|(?!^)[A-Z](?=[a-z])|(?<=[a-zA-Z])[0-9])")
def camel_to_snake(camel_str: str) -> str:
"""
Transforms a camelcase string into a snakecase one.
"""
snake_str = CAMEL_TO_SNAKE.sub(r"_\1", camel_str)
return snake_str.lower()
def int_to_euro... | iagocanalejas/pyutils | pyutils/strings/transformers.py | .py | 64710ff52bd0bf27 | 7 | 0 |
import string
from typing import Any
# Dictionary of ISO country code to IBAN length.
#
# The official IBAN Registry document is the best source for up-to-date information about IBAN formats and which
# countries are in IBAN.
#
# https://www.swift.com/standards/data-standards/iban
#
# The IBAN_COUNTRY_CODE_LENGTH dict... | iagocanalejas/pyutils | pyutils/validators/bank.py | .py | 9c0747eb92f6e171 | 7 | 0 |
tabla = "TRWAGMYFPDXBNJZSQVHLCKE"
external = "XYZ"
external_map = {"X": "0", "Y": "1", "Z": "2"}
numbers = "1234567890"
def is_valid_dni(dni: str) -> bool:
"""
:return: True if the DNI is valid
"""
if len(dni) == 9:
dig_control = dni[8]
dni = dni[:8]
if dni[0] in external:
... | iagocanalejas/pyutils | pyutils/validators/dni.py | .py | d7f07ec8954eacf6 | 7 | 0 |
#!/usr/bin/env python3
"""PreToolUse hook: hard-block Workflow launches that violate the project's
model-tiering cap (CLAUDE.md, "Orchestration: model & effort tiering").
Rule: at most ~3 top-tier (inherit-model) agent() calls per workflow script;
every other agent() call must carry a cheap model override
(model:'sonn... | JasperSeehofer/darksiren-emri | .claude/hooks/workflow-tier-lint.py | .py | de5e7403c143e799 | 7.15 | 1 |
"""N-2 measurement M2: offline 2D-inertness check.
Spec (N2_SELECTION_NUMERATOR_DERIVATION_20260805.md.DRAFT section 3.1 / 6.4 M2
/ 6.3 P-4): verify offline that adding the derived selection factor S_4D to
the 2D completion numerator changes the 2D per-event ln-likelihood by an
h-INDEPENDENT per-event constant (i.e. z... | JasperSeehofer/darksiren-emri | .planning/derivation-gfrac-20260805/n2_m2_2d_inertness.py | .py | 8c5ad325fdd2c082 | 7.15 | 1 |
"""Driver for all book data generators.
Auto-discovers every ``gen_ch*.py`` / ``gen_museum*.py`` module in this
directory and runs each one's ``main() -> None`` in sorted (chapter) order.
Chapter agents therefore NEVER edit this file: dropping a correctly named
generator into ``book/generators/`` is registration.
Eac... | JasperSeehofer/darksiren-emri | book/generators/make_all.py | .py | ae854ff37da1b26f | 7.15 | 1 |
#!/usr/bin/env python3
"""Extract and compare pre-fix vs post-fix posterior values.
Run from the project root after `quick_validation.sh` completes:
python3 cluster/extract_validation_results.py
Reads posterior JSON files from simulations/posteriors/ and
simulations/posteriors_with_bh_mass/ and prints a compariso... | JasperSeehofer/darksiren-emri | cluster/extract_validation_results.py | .py | 50ce77da2db47964 | 7.15 | 1 |
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