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"""A channel implementation that routes all calls to one service/method combination. The :class:`Constant` channel wraps an existing :class:`ClientChannelInterface`. It resolves all method lookups to one specified ``method`` name. Generated helpers use it for clients that target one service-method namespace. These cli...
nebius/pysdk
src/nebius/aio/constant_channel.py
.py
f1928238cc511ad4
7.62
16
"""Add idempotency keys to asynchronous gRPC client calls. The interceptor adds a unique UUID4 key to the ``x-idempotency-key`` header. It does not replace an existing key. The key lets the server prevent duplicate effects when a client retries an operation. """ from collections.abc import Callable from logging impor...
nebius/pysdk
src/nebius/aio/idempotency.py
.py
e4f1593f0aa19616
7.62
16
"""gRPC keepalive configuration shared by SDK channels. Channel constructors accept ``keepalive`` as ``None``/``True`` for SDK defaults, ``False`` to disable SDK keepalive, or explicit :class:`KeepaliveOptions` / mapping overrides. With the default ``None`` value the SDK reads ``NEBIUS_GRPC_KEEPALIVE_*`` environment v...
nebius/pysdk
src/nebius/aio/keepalive.py
.py
03495c7854cd02ec
7.62
16
"""Namespace-aware transport calls for current and alpha operation services.""" from __future__ import annotations from typing import TYPE_CHECKING, Any, cast if TYPE_CHECKING: from grpc.aio import Channel from ..base.protos.registry import Registry class OperationServiceTransportStub: """Small genera...
nebius/pysdk
src/nebius/aio/operation_service.py
.py
74a54d41407c4290
7.62
16
"""Define keyword arguments that apply to all SDK requests. Usage:: from nebius.aio.request_kwargs import RequestKwargs from typing_extensions import Unpack # or from typing import Unpack in Python 3.11+ from nebius.api.nebius... import SomeService, SomeRequest # illustrative only def my_request_wra...
nebius/pysdk
src/nebius/aio/request_kwargs.py
.py
cf689ebb2cb2a261
7.62
16
"""Registry-aware representations of final RPC status values.""" from __future__ import annotations from dataclasses import dataclass, field from enum import Enum from typing import TYPE_CHECKING, Any, cast from grpc import StatusCode if TYPE_CHECKING: from ..base.protos.registry import Registry class Unfinis...
nebius/pysdk
src/nebius/aio/request_status.py
.py
9ccbba423cd41a8d
7.62
16
"""Immutable namespace-aware route metadata emitted by service clients.""" from __future__ import annotations from dataclasses import dataclass @dataclass(frozen=True) class Route: service: str method: str api_service_name: str = "" registry: object | None = None @property def method_name(s...
nebius/pysdk
src/nebius/aio/route.py
.py
e4fef182306fa493
7.12
16
"""Helpers for converting service-level protobuf errors into SDK types. This module uses :mod:`request_status` to represent detailed service errors. It uses service semantics and gRPC status codes to decide if a request can retry. """ from __future__ import annotations import re from collections.abc import Callable,...
nebius/pysdk
src/nebius/aio/service_error.py
.py
4fd162e9fa9e07ab
7.62
16
"""Token exchange bearer and receiver. This module implements a bearer that exchanges a permanent service-account JWT or similar credentials for a short-lived access token using the ``TokenExchangeService``. The exchange is performed via a gRPC call and the response is converted into a :class:`Token` instance. The pr...
nebius/pysdk
src/nebius/aio/token/exchangeable.py
.py
2a216b3856fa725a
7.62
16
"""Exchange federated credentials for renewable access tokens. :class:`FederatedCredentialsBearer` combines a federated-credentials reader or requester with exchangeable and renewable bearers. It supplies short-lived access tokens. The class accepts one of several inputs for ``federated_credentials``: - a :class...
nebius/pysdk
src/nebius/aio/token/federated_credentials.py
.py
0d90a50d485495d6
7.62
16
"""Federation bearer authentication utilities. This module provides functions to perform OAuth 2.0 authorization code flow with PKCE for federation bearer token authentication. It handles browser-based authentication, callback server management, and token exchange. """ import asyncio import ssl import sys import urll...
nebius/pysdk
src/nebius/aio/token/federation_bearer/auth.py
.py
892368a7ebbda1e5
7.62
16
def generate_pkce_code_verifier() -> str: """Generate a PKCE code verifier. Returns ------- str: A securely generated code verifier. """ import base64 import secrets # Generate a random 32-byte string random_bytes = secrets.token_bytes(32) # Base64 URL-safe encode the byt...
nebius/pysdk
src/nebius/aio/token/federation_bearer/pkce.py
.py
98aa4f6956914b08
7.62
16
"""Federation bearer token server for handling OAuth callbacks. This module provides a CallbackHandler class that sets up a local HTTP server to handle OAuth authorization code callbacks during federation bearer token authentication flows. It uses PKCE (Proof Key for Code Exchange) for security. """ import asyncio im...
nebius/pysdk
src/nebius/aio/token/federation_bearer/server.py
.py
3c62fc132f6588d0
7.62
16
"""File-backed static token bearer. This module provides a tiny bearer implementation that reads a raw access token from a filesystem path. It is useful for local testing, scripting or environments where a short-lived token is written to a file by an external process or host system. The bearer caches tokens for a sho...
nebius/pysdk
src/nebius/aio/token/file.py
.py
0575e70c327718db
7.62
16
"""Asynchronous file lock using portalocker. This module wraps :mod:`portalocker` for asynchronous use. Use :class:`Lock` with ``async with`` to get a file lock without blocking the event loop. The implementation polls with ``asyncio.sleep``. The lock supports exclusive and shared modes and a configurable timeout/pol...
nebius/pysdk
src/nebius/aio/token/file_cache/async_flock.py
.py
d821cd8bc2489e4e
7.62
16
import logging import os import re import warnings from getpass import getpass from importlib.metadata import version from typing import Any, Optional, Union import httpx from rich.logging import RichHandler from .utils import AutoPrettyPrint class DatalabAPIError(Exception): """Base exception for Datalab API e...
datalab-org/datalab-api
src/datalab_api/_base.py
.py
36e86f81cadf3cb2
7.52
10
#!/usr/bin/env python3 """ Download and format videos for each camera in camera_to_workload.json by calling format_avc_mp4.sh. """ import json import sys import subprocess from pathlib import Path import argparse def process_camera_videos(config_path, script_path): """Call format_avc_mp4.sh for each camera in the ...
intel-retail/loss-prevention
download-scripts/download-video.py
.py
7f93f48328d78899
7.42
6
import sys import urllib.request from pathlib import Path MODEL_NAME = sys.argv[1] if len(sys.argv) > 1 else "efficientnet-b0" MODELS_BASE_PATH = sys.argv[2] if len(sys.argv) > 2 else "models" FP16_INT8_BASE_URL = "https://raw.githubusercontent.com/dlstreamer/pipeline-zoo-models/refs/heads/main/storage/efficientnet-b0...
intel-retail/loss-prevention
download-scripts/effnetb0_download.py
.py
8776ed0f70ced28a
7.42
6
import json from typing import List, Dict, Any, Callable class ConfigAgent: def __init__(self, config_file: str): self.config_file = config_file self.call_vlm = call_vlm or self._default_vlm_call def load_config(self, file_path: str) -> List[Dict[str, Any]]: """Load configuration file ...
intel-retail/loss-prevention
lp-vlm/src/agent/agent.py
.py
67ff859cf5ac9637
7.42
6
import os import sys import subprocess from pathlib import Path import json import io from typing import Tuple from utils.config import MINIO_HOST, logger from datetime import timedelta # Create a global MinIO client instance (singleton) _minio_client = None MINIO_BUCKET = "loss-prevention-enhanced-vlm-results" MINIO...
intel-retail/loss-prevention
lp-vlm/src/utils/save_results.py
.py
3ae0748dd4b5c189
7.42
6
"""Vision Language Model integration for grocery item detection.""" import json from typing import Dict, Any, Tuple from io import BytesIO import os import time import numpy as np from PIL import Image import requests from pathlib import Path from utils.config import OVMS_ENDPOINT, OVMS_MODEL_NAME, logger from utils.pr...
intel-retail/loss-prevention
lp-vlm/src/utils/vlm.py
.py
6adc5ee067ee6a88
7.42
6
#!/usr/bin/env python3 import argparse import json import logging import os from pathlib import Path from urllib.parse import urlparse import socket import subprocess import time # -------------------- Logger Setup -------------------- logging.basicConfig( level=logging.INFO, format='%(asctime)s - %(name)s - %...
intel-retail/loss-prevention
lp-vlm/src/workload_utils.py
.py
9bc4945479e510e3
7.42
6
from collections.abc import Hashable from typing import Generic, TypeVar from aidial_sdk.pydantic_v1 import BaseModel _Index = TypeVar("_Index", bound=Hashable) class IndexMapper(BaseModel, Generic[_Index]): """ Used to maintain consistent mapping between indexed values in the incoming and outgoing streams,...
epam/ai-dial-interceptors-sdk
aidial_interceptors_sdk/chat_completion/index_mapper.py
.py
7515384b89fd5daa
7.42
6
from aidial_sdk.chat_completion import Request from aidial_interceptors_sdk.chat_completion.element_path import ElementPath from aidial_interceptors_sdk.chat_completion.helpers import ( traverse_list, traverse_required_dict_value, ) from aidial_interceptors_sdk.chat_completion.request_message_handler import ( ...
epam/ai-dial-interceptors-sdk
aidial_interceptors_sdk/chat_completion/request_handler.py
.py
f2b00dbb5182baa4
7.42
6
""" Callbacks to handle messages in the chat completion request. """ from abc import ABC from aidial_sdk.pydantic_v1 import BaseModel from aidial_interceptors_sdk.chat_completion.element_path import ElementPath from aidial_interceptors_sdk.chat_completion.helpers import ( traverse_dict_value, traverse_list, ...
epam/ai-dial-interceptors-sdk
aidial_interceptors_sdk/chat_completion/request_message_handler.py
.py
2117224f0292f11d
7.42
6
""" CODE-GENERATED from aidial_interceptors_sdk/chat_completion/request_message_handler.py module. DO NOT MODIFY THIS FILE. Callbacks to handle messages in the chat completion response. """ from abc import ABC from aidial_sdk.pydantic_v1 import BaseModel from aidial_interceptors_sdk.chat_completion.element_path imp...
epam/ai-dial-interceptors-sdk
aidial_interceptors_sdk/chat_completion/response_message_handler.py
.py
8bc28a9b99f176ea
7.42
6
import time from collections import defaultdict from aidial_sdk.chat_completion import Stage from aidial_sdk.pydantic_v1 import BaseModel from typing_extensions import override from aidial_interceptors_sdk.chat_completion.base import ( ChatCompletionInterceptor, ) from aidial_interceptors_sdk.chat_completion.elem...
epam/ai-dial-interceptors-sdk
aidial_interceptors_sdk/examples/chat_completion/statistics_reporter.py
.py
418306be929595c5
7.42
6
# !/usr/bin/env python # Markham Lee (C) 2023 - 2024 # Finance, Productivity, IoT Dashboard # https://github.com/MarkhamLee/productivity-music-stocks-weather-IoT-dashboard # Python script for pulling data from a Nova PM SDS011 air quality sensor # connected by USB, and then pushing the data to console. import serial im...
MarkhamLee/internet-and-iot-data-platform
IoT/examples/air_quality_sensor_novapm_sds011/main_usb.py
.py
122813f330603bc9
7.45
7
# Simple script to quickly test and troubleshoot a SDS011 Air Quality sensor import serial from time import sleep pm2_bytes = 2 pm10_bytes = 4 device_id = 6 USB = '/dev/ttyUSB0' serial_connection = serial.Serial(USB) def parse_value(message, start_byte, num_bytes=2, byte_order='little', scale=None...
MarkhamLee/internet-and-iot-data-platform
IoT/sds011_air_quality_sensor_testing/main.py
.py
a923787935bf0300
7.95
7
# (C) Markham Lee 2023-2026 # Internet & IoT Data Platform # https://github.com/MarkhamLee/internet-and-iot-data-platform # General utlities to support agentic workflows import requests from agent_library.logging_util import console_logging logger = console_logging('agent_utilities_logs') def send_slack_webhook_basi...
MarkhamLee/internet-and-iot-data-platform
ai_agents/agent_library/agent_utilities.py
.py
fb364d58d5face27
7.45
7
from aidial_adapter_anthropic.dial.request import ModelParameters from aidial_adapter_bedrock.llm.converse.adapter import ConverseAdapter class ConverseAdapterWithStreamingEmulation(ConverseAdapter): """ Certain Converse API models support tools only in the non-streaming mode. So we need to run request i...
epam/ai-dial-adapter-bedrock
aidial_adapter_bedrock/llm/model/llama/v3.py
.py
f8d114e4bfdf24cb
7.57
13
""" Some models report cache-write tokens in `usage.prompt_tokens_details.cache_creation_input_tokens` - a field borrowed from the Anthropic Messages API, which isn't a part of the Chat Completions API. The module normalizes it into `usage.prompt_tokens_details.cache_write_tokens`, which is what DIAL expects. """ fro...
epam/ai-dial-adapter-openai
aidial_adapter_openai/chat_completions/cache_tokens.py
.py
ed3532734bf5162f
7.63
17
""" GPT-4o Audio Completions middleware for handling audio responses. The module provides helpers that extract audio data and transcripts from GPT-4o audio completions API responses, transforming them into DIAL-compatible format with attachments and stages. """ from collections.abc import AsyncIterator from typing im...
epam/ai-dial-adapter-openai
aidial_adapter_openai/chat_completions/gpt_audio.py
.py
851640f377bd68d7
7.63
17
""" Azure OpenAI documentation doesn't specify exactly how OpenAI Harmony Response Format (which is used by gpt-oss under the hood) is mapped unto the Chat Completions API. Reversed engineering and testing shows that reasoning content is provided in `message.reasoning_content` field of the response. The module provid...
epam/ai-dial-adapter-openai
aidial_adapter_openai/chat_completions/gpt_oss.py
.py
341be50ed827de70
7.63
17
""" vLLM-specific audio transformer. Applied as a second pass after the general ``ResourceProcessor`` transformation. Replaces ``input_audio`` content parts with ``audio_url`` content parts from ``MultiModalMessage.audios`` in the format expected by vLLM. See https://docs.vllm.ai/en/latest/features/multimodal_inputs/...
epam/ai-dial-adapter-openai
aidial_adapter_openai/chat_completions/vllm/audio_transformer.py
.py
83b2c00c97bef4a2
7.63
17
from collections.abc import AsyncIterator from typing import TypeVar from pydantic import BaseModel from aidial_adapter_openai.utils.streaming import map_stream class _ReasoningResponseTransformer(BaseModel): """Extracts reasoning from vLLM responses into DIAL Stages. vLLM reasoning models (e.g. DeepSeek-R...
epam/ai-dial-adapter-openai
aidial_adapter_openai/chat_completions/vllm/extract_reasoning.py
.py
652851578e820043
7.63
17
""" Tokenizer that delegates token counting entirely to a vLLM uplink server. vLLM exposes a ``/tokenize`` endpoint that accepts a list of messages (including multi-modal content such as images and files encoded as base64) and returns the total token count. This tokenizer simply forwards the already-transformed reque...
epam/ai-dial-adapter-openai
aidial_adapter_openai/chat_completions/vllm/tokenizer.py
.py
421944e1624bccf3
7.63
17
from aidial_sdk.chat_completion import Response from aidial_sdk.exceptions import HTTPException as DialException from aidial_sdk.exceptions import RequestValidationError class UserError(Exception): """ The user errors are aimed to a DIAL chat user. So whenever an exceptional situation arises that could be...
epam/ai-dial-adapter-vertexai
aidial_adapter_vertexai/chat/errors.py
.py
830a8b1ec3e0757d
7.57
13
from abc import ABC, abstractmethod from collections.abc import Awaitable, Callable, Sized from typing import ( Generic, Self, TypeVar, ) from aidial_sdk.exceptions import ( ContextLengthExceededError, InvalidRequestError, TruncatePromptSystemAndLastUserError, ) from aidial_sdk.exceptions impor...
epam/ai-dial-adapter-vertexai
aidial_adapter_vertexai/chat/truncate_prompt.py
.py
7422a0156acbdc0f
7.57
13
import time from collections.abc import Callable, Coroutine, Mapping from typing import Any from aidial_sdk.chat_completion import Response from aidial_adapter_vertexai.deployments import ChatCompletionDeployment as D from aidial_adapter_vertexai.utils.log_config import app_logger as log _DIAL_CACHE_BREAKPOINT_PATH ...
epam/ai-dial-adapter-vertexai
aidial_adapter_vertexai/dial_api/caching.py
.py
bfe61247c7ea12d5
7.57
13
import nox nox.options.reuse_existing_virtualenvs = True nox.options.sessions = ["lint", "tests"] SRC = ["aidial_analytics_realtime", "tests", "noxfile.py"] @nox.session(python=["3.12"]) def lint(session): """Runs linters and fixers""" session.run("poetry", "install", "--with", "lint", external=True) se...
epam/ai-dial-analytics-realtime
noxfile.py
.py
9c04a793de879163
7.54
11
from tests.utils.constants import ( DEFAULT_CHAT_ID, DEFAULT_DEPLOYMENT, DEFAULT_EXECUTION_PATH_LIST, DEFAULT_MODEL, DEFAULT_PARENT_DEPLOYMENT, DEFAULT_PROJECT_ID, DEFAULT_REQUEST_METHOD, DEFAULT_RESPONSE_ID, DEFAULT_RESPONSE_STATUS, DEFAULT_RESPONSE_TIME, DEFAULT_UPSTREAM_UR...
epam/ai-dial-analytics-realtime
tests/utils/message/chat.py
.py
4ccfde930c92ddda
7.04
11
from tests.utils.constants import ( DEFAULT_CHAT_ID, DEFAULT_DEPLOYMENT, DEFAULT_EXECUTION_PATH_LIST, DEFAULT_MCP_METHOD, DEFAULT_MCP_TOOL_CALL_NAME, DEFAULT_PARENT_DEPLOYMENT, DEFAULT_PROJECT_ID, DEFAULT_REQUEST_METHOD, DEFAULT_RESPONSE_STATUS, DEFAULT_RESPONSE_TIME, DEFAULT...
epam/ai-dial-analytics-realtime
tests/utils/message/mcp.py
.py
45b3abe228336040
7.04
11
""" This package provides convenient utilities and data to write a sphinx config file. """ from __future__ import annotations import json import warnings from pathlib import Path from typing import Optional, Tuple, cast # See issue 4, we this the best format is Major.YYMM.day, # in case of multiple releases a day we...
Quansight-Labs/intersphinx_registry
intersphinx_registry/__init__.py
.py
15e0618beb83859b
7.66
20
import shutil import sys from datetime import timedelta from pathlib import Path import platformdirs import requests_cache from . import __version__ def _compress_user_path(path: str) -> str: """ Replace home directory with ~ in a path string. Parameters ---------- path : str Path to co...
Quansight-Labs/intersphinx_registry
intersphinx_registry/utils.py
.py
fd68e6b6ece55e3b
7.66
20
import warnings from urllib.parse import urljoin import pytest import requests from intersphinx_registry import _ALIASES, _get_all_mappings, get_intersphinx_mapping MAPPING = _get_all_mappings() keys = set(MAPPING) TIMEOUT = 5 # sec # click does return a 301 instead of a 30 CLICK_WRONG_301 = 301 @pytest.mark.pa...
Quansight-Labs/intersphinx_registry
tests/test_basic.py
.py
12145056eaa74e27
8.16
20
"""Distributes functional test feature files across CI shards using greedy bin-packing, with total line count as a proxy for test duration. Each shard receives an approximately equal share of lines, so that parallel CI jobs finish in roughly the same time. The assigned feature file paths for the current shard are wri...
ONSdigital/dis-wagtail
.github/split_functional_test_features.py
.py
55fa8bb7b10e3270
8.06
12
from typing import TYPE_CHECKING, Any from django.db.models.signals import post_save from django.dispatch import receiver from wagtail import hooks from wagtail.models import Page from wagtail.signals import init_new_page, page_published from cms.articles.models import ArticlesIndexPage, StatisticalArticlePage from c...
ONSdigital/dis-wagtail
cms/articles/signal_handlers.py
.py
b0a873c50856e07a
7.56
12
from datetime import timedelta from django.test import TestCase from django.urls import reverse from wagtail.test.utils import WagtailTestUtils from wagtail.test.utils.form_data import nested_form_data from cms.articles.tests.factories import ArticleSeriesPageFactory, StatisticalArticlePageFactory from cms.topics.tes...
ONSdigital/dis-wagtail
cms/articles/tests/test_wagtail_hooks.py
.py
32e2f6d5761b475c
7.06
12
from __future__ import annotations # needed for unquoted forward references because of Django Views import logging from collections.abc import Mapping from typing import TYPE_CHECKING from django.conf import settings from django.contrib.auth import login, logout from django.contrib.auth.middleware import Authenticat...
ONSdigital/dis-wagtail
cms/auth/middleware.py
.py
03ac82418ada5d3b
7.56
12
import base64 import json import uuid from collections import namedtuple from datetime import UTC, datetime, timedelta from typing import Any import jwt import requests from cryptography.hazmat.primitives import serialization from cryptography.hazmat.primitives.asymmetric import rsa from django.conf import settings fr...
ONSdigital/dis-wagtail
cms/auth/tests/helpers.py
.py
a947b2a807044e19
8.06
12
import uuid from unittest.mock import patch from django.conf import settings from django.test import override_settings from django.urls import reverse from cms.auth import wagtail_hooks from cms.auth.middleware import JWT_SESSION_ID_KEY from cms.auth.tests.helpers import CognitoTokenTestCase, build_jwt from cms.users...
ONSdigital/dis-wagtail
cms/auth/tests/test_auth_integration.py
.py
0a899b30897b2704
7.06
12
from django.conf import settings from django.test import TestCase, override_settings from cms.auth.checks import check_aws_cognito, check_identity_api, check_session_config, check_team_sync class AuthSettingsCheckTests(TestCase): """Tests for check_auth_settings which validates AWS Cognito and session configurat...
ONSdigital/dis-wagtail
cms/auth/tests/test_checks.py
.py
02d6b7bf8c106ecb
7.06
12
import base64 import importlib import json import uuid from datetime import UTC, datetime, timedelta from unittest import mock import jwt import requests from django.conf import settings from django.core.cache import caches from django.test import SimpleTestCase, override_settings from cms.auth import utils from cms....
ONSdigital/dis-wagtail
cms/auth/tests/test_utils.py
.py
733f4901bbe81428
7.06
12
from unittest import mock from django.conf import settings from django.contrib import messages from django.contrib.sessions.middleware import SessionMiddleware from django.middleware import csrf from django.test import Client, RequestFactory, TestCase, override_settings from django.urls import reverse from django.util...
ONSdigital/dis-wagtail
cms/auth/tests/test_views.py
.py
7ab3ca7b5a607114
8.06
12
import base64 import json import logging from collections.abc import Iterable from typing import TYPE_CHECKING, Any, cast import requests from cryptography.hazmat.backends import default_backend from cryptography.hazmat.primitives import serialization from django.conf import settings from jwt import InvalidTokenError,...
ONSdigital/dis-wagtail
cms/auth/utils.py
.py
5da6bef9e664a8ac
7.56
12
import logging from typing import Any, Protocol, cast from django.conf import settings from django.contrib import messages from django.contrib.auth.decorators import login_required from django.http import HttpRequest, HttpResponse, JsonResponse from django.views.decorators.cache import never_cache from django.views.de...
ONSdigital/dis-wagtail
cms/auth/views.py
.py
aeaf49b06187615b
7.56
12
from typing import TYPE_CHECKING, Any from django import forms from django.core.exceptions import ValidationError from .mixins import BundledPageMixin from .models import Bundle from .viewsets.bundle_chooser import BundleChooserWidget if TYPE_CHECKING: from wagtail.models import Page class AddToBundleForm(form...
ONSdigital/dis-wagtail
cms/bundles/admin_forms.py
.py
aa039cd01b46e3b2
7.56
12
#!/usr/bin/ python3 """ Script to receive list of 'Latest = False' files found within the access renditions backup bucket. Iterate list checking for versions that are not the 'latest' or are not flagged 'Latest', and delete those using 'version_id' of each file in case. 2026 """ import logging import os import sys ...
bfidatadigipres/BFI_scripts
black_pearl/Access_rendition_deletion_clean_up.py
.py
ea0d16996edceb7d
7.54
11
#!/usr/bin/ python3 """ Script to frequently back up MP4 and JPG proxy files created as part of autoingest to DPI. Targeting bfi/ subfolders only at this time: - Checks for modifications in last MOD_MAX days - Checks if file already in BP bucket - If yes compares local/remote MD5 - If don't match pushes through to BP...
bfidatadigipres/BFI_scripts
black_pearl/black_pearl_access_rendition_backup.py
.py
106972f3050d8cce
7.54
11
#!/usr/bin/ python3 """ Script to frequently back up MP4 and JPG proxy files created as part of autoingest to DPI. Initially this script is to be run with an open modification time but later to be set to a given amount of days that matches script run frequency. 2024 """ # Public imports import logging import os imp...
bfidatadigipres/BFI_scripts
black_pearl/black_pearl_access_rendition_backup_once.py
.py
5fad2c709fee16ab
7.54
11
#! /usr/bin/env python3 """ RETRIEVE PATH NAME SYS.ARGV[1] FROM CRON LAUNCH Script to manage retrieval of Ingest jobs from Black Pearl ingest folders and PUT data to Black Pearl tape library Script actions: 1. Identify supply path and collection for bucket selection 2. Adds items found top level in black_pearl_(netf...
bfidatadigipres/BFI_scripts
black_pearl/black_pearl_move_put.py
.py
ecc4c9a1df64341b
7.54
11
#!/usr/bin/env python3 """ To be run from a server where Spectra SDK installed and run from ENV3, so I'd suggest: BK-CI-DATA11: `source ENV3/bin/activate` `python3 fetch_tv_length.py` I think read/write from separate CSVs will be quicker than using a Pandas dataframe and allow for code restart if it should fail midwa...
bfidatadigipres/BFI_scripts
black_pearl/deprecated/fetch_tv_length.py
.py
e432305a4b2e8dab
7.54
11
#!/usr/bin/env python3 import csv import os import sys from ds3 import ds3 sys.path.append(os.environ["CODE"]) import utils # Setup client/paths CLIENT = ds3.createClientFromEnv() ADMIN = os.path.join(os.environ["QNAP_FILM"], "test/") CSV_PATH = os.path.join(ADMIN, "ofcom_dpi_ingest_2.csv") NEW_CSV_PATH = os.path.j...
bfidatadigipres/BFI_scripts
black_pearl/deprecated/fetch_tv_length_2.py
.py
67b8610f9d9e71cb
7.54
11
""" Create CSV_PATH with headers: fname, bucket To be run from a server where Spectra SDK installed and run from ENV3, so I'd suggest: BK-CI-DATA11: `source /home/datadigipres/code/ENV3/bin/activate` `python3 fetch_tv_size_pandas.py` """ import pandas as pd from ds3 import ds3 sys.path.append(os.environ["CODE"]) imp...
bfidatadigipres/BFI_scripts
black_pearl/deprecated/fetch_tv_size_pandas.py
.py
3bc4529222911bd4
7.54
11
#! /usr/bin/env python3 """ ** MUST BE RUN WITH AUTOINGEST PATH AS SYS.ARGV[1] TO TARGET CORRECT PATH ** Script to manage retrieval of Ingest jobs from bp_reingest folders creating a folder within in this folder called something like ingest_YYYY_MM_DD_HH_MM_SS/ Adds items found top level in bp_reingest to this new in...
bfidatadigipres/BFI_scripts
black_pearl/deprecated/reingest_black_pearl_move_put.py
.py
c92d5b0bbc56eb22
7.54
11
#!/usr/bin/env python3 """ Parse `global.log` and report on files with outstanding WARNING alerts issued for the given day. 2022 """ # Python library imports import csv import datetime # Python library imports import os import shutil import sys from typing import Final csv.field_size_limit(10000000) # Local import...
bfidatadigipres/BFI_scripts
black_pearl/log_parser.py
.py
c7e2bbce2728b3b3
7.54
11
#!/usr/bin/env python3 import os import sys sys.path.append(os.path.join(os.environ["CODE"], "black_pearl")) import autoingest def test_check_filename(): """ Using hardcoded names to test naming checks """ data1 = autoingest.check_filename("N_123456_new_01of01.mkv") data2 = autoingest.check_file...
bfidatadigipres/BFI_scripts
black_pearl/test/test_autoingest.py
.py
0fd77e3125803211
8.04
11
#!/usr/bin/env python3 import datetime import os import sys import pytz sys.path.append(os.path.join(os.environ["CODE"], "black_pearl")) import black_pearl_move_put as bp def test_get_buckets(): """ Using hardcoded names to test JSON retrieval of BP buckets """ bucket_list1 = bp.get_buckets("bf...
bfidatadigipres/BFI_scripts
black_pearl/test/test_black_pearl_move_put.py
.py
b94a67ef93ea03ff
8.04
11
#!/usr/bin/env python3 """ Special Collections Document Archiving script for OSH Script stages: MUST BE SUPPLIED WITH SYS.ARGV[1] AT SUB-FOND LEVEL PATH 1. Iterate through supplied sys.argv[1] folder path 2. For each subfolder split folder name: ob_num / ISAD(G) level / Title 3. Create CID record for each folder foll...
bfidatadigipres/BFI_scripts
born_digital_workflows/special_collections_document_archiving_osh.py
.py
92415c6b0e576cb7
7.04
11
#!/usr/bin/env python3 """ Special Collections Born Digital script Creation of Digital internalobject records Script stages: 1. Searches STORAGE folder collecting list of 'work' item folders 2. Iterates these folders completing following steps: a. Extracts work data from folder name b. Gets list of image file...
bfidatadigipres/BFI_scripts
born_digital_workflows/special_collections_rename_born_digital.py
.py
b6e81c6af575aabd
8.04
11
#!/usr/bin/env python3 """ Special Collections Digital Derivative script Creation of Analogue and Digital Item records Script stages: 1. Searches STORAGE folder collecting list of 'works' folders 2. Iterates these works folders completing following steps: a. Extracts work data from folder name b. Gets list of...
bfidatadigipres/BFI_scripts
born_digital_workflows/special_collections_rename_digital_derivatives.py
.py
1418b397f599f0d7
7.04
11
#!/usr/bin/env python3 """ Special Collections Digital Derivative script Creation of Digital Item records only linked to existing Analogue Items. Script stages: 1. Searches STORAGE folder collecting list of 'analogue' item folders 2. Iterates these folders completing following steps: a. Extracts work/item data fr...
bfidatadigipres/BFI_scripts
born_digital_workflows/special_collections_rename_partial_digital_derivatives.py
.py
d0f13ac42724649f
7.04
11
#!/usr/bin/env python3 """ Curatorial Donor Acquisition Rename: *** MUST BE LAUNCHED FROM SHELL START SCRIPT *** 1. Receive list of 'workflow ****' folders at a maximum and minimum depth of 2 folders from the curatorial isilon share. Each entry is passed to this Python script and populates sys.argv[1] with the ...
bfidatadigipres/BFI_scripts
document_en_15907/curatorial_donor_acquisition_rename.py
.py
57d7469acbbd3d69
7.54
11
#!/usr/bin/ python3 """ Script to look for files named 'EDIT_{source_item}', create new CID item record with VIEW specifics, rename file then move to autoingest path NOTES: Integrated with adlib_v3 for test 2024 """ import datetime import logging # Public packages import os import shutil import sys from typing imp...
bfidatadigipres/BFI_scripts
document_en_15907/document_access_edits.py
.py
55f607d9fc50d085
7.54
11
#!/usr/bin/ python3 """ Script to retrieve folders of Film Fund different audio files named after CID Item record object_number. 1. Looks for audio processing folders in FF_STORAGE and find list of subfolders within, add to list and iterate through the folder names 2. Extract object number from folder name a...
bfidatadigipres/BFI_scripts
document_en_15907/document_augmented_filmfund_separate_audio.py
.py
fe01e2e068257880
7.54
11
#!/usr/bin/ python3 """ Script to retrieve folders of Platform timed text named after CID Item record object_number. 1. Looks for subfolders in STORAGE path 2. Extract object number from folder name and makes list of all files within folder 3. Iterates the enclosed files completing stages: a/ Build dictionary f...
bfidatadigipres/BFI_scripts
document_en_15907/document_augmented_filmfund_timed_text.py
.py
34178d3f69669da7
7.54
11
from __future__ import annotations # For class method return type hinting import os from typing import Sequence from dotenv import load_dotenv from sqlalchemy import ( TIMESTAMP, Column, Integer, String, create_engine, func, ) from sqlalchemy.orm import declarative_base, sessionmaker from sq...
deepmodeling/LAMBench
lambench/databases/base_table.py
.py
505e2bbe62f3c721
7.66
20
import logging import numpy as np import pandas as pd from collections import defaultdict from lambench.metrics.vishelper.results_fetcher import DOWNSTREAM_TASK_METRICS from lambench.metrics.utils import NVEMD_NSTEPS class MetricsCalculator: def __init__(self, fetcher): self.fetcher = fetcher def cal...
deepmodeling/LAMBench
lambench/metrics/vishelper/metrics_calculations.py
.py
61e7c14baedb12b1
7.66
20
import logging from pathlib import Path from typing import Optional import yaml import lambench from lambench.databases.calculator_table import CalculatorRecord from lambench.databases.direct_predict_table import DirectPredictRecord from lambench.metrics.post_process import DIRECT_TASK_WEIGHTS from lambench.metrics.uti...
deepmodeling/LAMBench
lambench/metrics/vishelper/results_fetcher.py
.py
52402a6eff91350c
7.66
20
import logging import tempfile from typing import ClassVar from pydantic import BaseModel, ConfigDict from pathlib import Path from lambench.databases.base_table import BaseRecord from lambench.models.basemodel import BaseLargeAtomModel class BaseTask(BaseModel): """ BaseTask is a base class for defining and...
deepmodeling/LAMBench
lambench/tasks/base_task.py
.py
f2a2cf626b7cd8fe
7.66
20
from typing import ClassVar, Optional from pathlib import Path from lambench.tasks.base_task import BaseTask from lambench.databases.calculator_table import CalculatorRecord class CalculatorTask(BaseTask): """ Support more general calculator tasks interfaced with ASE. """ record_type: ClassVar = Calc...
deepmodeling/LAMBench
lambench/tasks/calculator/calculator_tasks.py
.py
0c36faf8bc26af1c
7.66
20
# ruff: noqa: E402 """ This module has been modified from MatCalc https://github.com/materialsvirtuallab/matcalc/blob/main/src/matcalc/_elasticity.py https://github.com/materialsvirtuallab/matcalc/blob/main/LICENSE BSD 3-Clause License Copyright (c) 2023, Materials Virtual Lab Redistribution and use in source and b...
deepmodeling/LAMBench
lambench/tasks/calculator/elastic/elastic.py
.py
c3f240324d0b64c2
7.66
20
from ase.atoms import Atoms from lambench.models.ase_models import ASEModel import numpy as np import math def get_efv(atoms: Atoms) -> tuple[float, np.ndarray, np.ndarray]: """ Perform force field prediction for one system, return energy, forces and stress. """ e = atoms.get_potential_energy() f ...
deepmodeling/LAMBench
lambench/tasks/calculator/inference_efficiency/efficiency_utils.py
.py
9f8c0d4a2ac5cd89
7.66
20
from lambench.models.ase_models import ASEModel from lambench.tasks.calculator.inference_efficiency.efficiency_utils import ( binary_search_max_natoms, get_efv, find_even_factors, ) from ase.io import read import logging import time import numpy as np from pathlib import Path logging.basicConfig( level...
deepmodeling/LAMBench
lambench/tasks/calculator/inference_efficiency/inference_efficiency.py
.py
d6e24cd37be92ca7
7.66
20
from lambench.models.ase_models import ASEModel from ase import Atoms from ase.calculators.calculator import Calculator from ase.md.verlet import VelocityVerlet from ase.md.velocitydistribution import ( MaxwellBoltzmannDistribution, Stationary, ZeroRotation, ) from ase.units import fs import numpy as np imp...
deepmodeling/LAMBench
lambench/tasks/calculator/nve_md/nve_md.py
.py
a36d71f39877f1db
7.66
20
""" Code adapted from the following paper and code: @misc{loew2024universalmachinelearninginteratomic, title={Universal Machine Learning Interatomic Potentials are Ready for Phonons}, author={Antoine Loew and Dewen Sun and Hai-Chen Wang and Silvana Botti and Miguel A. L. Marques}, year={2024}, ...
deepmodeling/LAMBench
lambench/tasks/calculator/phonon/phonon.py
.py
0d4c6003be8ca359
7.66
20
from ase import Atoms from phonopy.structure.atoms import PhonopyAtoms from pathlib import Path import phonopy # Constants unit conversion THz_TO_K = 47.9924 def ase_to_phonopy_atoms(atoms: Atoms) -> PhonopyAtoms: """ Convert ASE Atoms object to PhonopyAtoms object. """ # Extract atomic symbols and ...
deepmodeling/LAMBench
lambench/tasks/calculator/phonon/phonon_utils.py
.py
bf0cd5658225a4c4
7.66
20
""" Surface cleavage energy calculation task. This task evaluates model performance on predicting surface cleavage energies. Dataset is retrieved from Ardavan Mehdizadeh and Peter Schindler 2025 AI Sci. 1 025002 Only 10% of the dataset is randomly sampled for testing. """ import json import logging from pathlib imp...
deepmodeling/LAMBench
lambench/tasks/calculator/surface/surface.py
.py
c082421ed41bb323
7.66
20
from pathlib import Path from typing import ClassVar, Literal from lambench.tasks.base_task import BaseTask from lambench.databases.direct_predict_table import DirectPredictRecord class DirectPredictTask(BaseTask): """ Support direct energy force prediction for DP interface, and zero-shot energy force predici...
deepmodeling/LAMBench
lambench/tasks/direct/direct_tasks.py
.py
e51875b8175b314d
7.66
20
import sys import numpy as np from cect.Cells import get_contralateral_cell from cect.ConnectomeReader import SYMMETRY_COLORMAP from cect import print_ import json import matplotlib.pyplot as plt all_sym_info = {} def register_symmetry_info(reader, view, synclass, percentage): if reader not in all_sym_info: ...
openworm/ConnectomeToolbox
cect/Analysis.py
.py
721e912e91c4710a
7.45
7
""" This is still a work in progress... """ import sys from cect import print_ from cect.Cells import COOK_GROUPING_1 from cect.Cells import get_standard_color from matplotlib import pyplot as plt from cect.Cells import are_bilateral_pair from cect.Cells import is_bilateral_left from cect.Cells import is_bilateral_ri...
openworm/ConnectomeToolbox
cect/CellAnalysis.py
.py
c980aee52c1259e2
7.45
7
# Reader for Cook et al 2019 data from cect.readers.Cook2019DataReader import Cook2019DataReader from cect.readers.Cook2019DataReader import HERMAPHRODITE # ruff: noqa: F401 from cect.readers.Cook2019DataReader import WEIGHTS from cect.ConnectomeDataset import get_dataset_source_on_github from cect.ConnectomeReader...
openworm/ConnectomeToolbox
cect/readers/Cook2019HermReader.py
.py
246ebcfa9a7c6c4c
7.45
7
# Reader for Durbin JSH data from cect.readers.DurbinDataReader import DurbinDataReader from cect.readers.DurbinDataReader import JSH_L4 from cect.readers.DurbinDataReader import filename # ruff: noqa: F401 from cect.readers.DurbinDataReader import WEIGHTS from cect.ConnectomeDataset import get_dataset_source_on_gi...
openworm/ConnectomeToolbox
cect/readers/DurbinJSHDataReader.py
.py
1620f9fb64233da4
7.45
7
# Reader for Durbin N2U data from cect.readers.DurbinDataReader import DurbinDataReader from cect.readers.DurbinDataReader import N2U_ADULT from cect.readers.DurbinDataReader import filename # ruff: noqa: F401 from cect.readers.DurbinDataReader import WEIGHTS from cect.ConnectomeDataset import get_dataset_source_on...
openworm/ConnectomeToolbox
cect/readers/DurbinN2UDataReader.py
.py
94ebb46ccb6a000b
7.45
7
# Temporary class to allow this to be used in comparison notebook. # Should be tidied up. from cect.readers.WhiteDataReader import WhiteDataReader from cect.ConnectomeReader import analyse_connections from cect.ConnectomeDataset import get_dataset_source_on_github from cect.ConnectomeDataset import LOAD_READERS_FROM_C...
openworm/ConnectomeToolbox
cect/readers/White_A.py
.py
da9c77785a55cf20
7.45
7
# Temporary class to allow this to be used in comparison notebook. # Should be tidied up. from cect.readers.WhiteDataReader import WhiteDataReader from cect.ConnectomeReader import analyse_connections from cect.ConnectomeDataset import get_dataset_source_on_github from cect.ConnectomeDataset import LOAD_READERS_FROM_C...
openworm/ConnectomeToolbox
cect/readers/White_L4.py
.py
560219e6d5a5c3e7
7.45
7
# Temporary class to allow this to be used in comparison notebook. # Should be tidied up. import os from cect.ConnectomeDataset import ( LOAD_READERS_FROM_CACHE_BY_DEFAULT, get_cache_filename, get_dataset_source_on_github, load_connectome_dataset_file, ) from cect.ConnectomeReader import analyse_conn...
openworm/ConnectomeToolbox
cect/readers/White_whole.py
.py
d196d9d028319be1
7.45
7
from cect.readers.WitvlietDataReader import WitvlietDataReader from cect.ConnectomeReader import analyse_connections from cect.ConnectomeDataset import get_dataset_source_on_github from cect.ConnectomeDataset import LOAD_READERS_FROM_CACHE_BY_DEFAULT # ruff: noqa: F401 from cect.readers.WitvlietDataReader import WEIG...
openworm/ConnectomeToolbox
cect/readers/WitvlietDataReader1.py
.py
ea37fe8b6d49cebe
7.45
7
from cect.readers.WitvlietDataReader import WitvlietDataReader from cect.ConnectomeReader import analyse_connections from cect.ConnectomeDataset import get_dataset_source_on_github from cect.ConnectomeDataset import LOAD_READERS_FROM_CACHE_BY_DEFAULT # ruff: noqa: F401 from cect.readers.WitvlietDataReader import WEIG...
openworm/ConnectomeToolbox
cect/readers/WitvlietDataReader2.py
.py
24d781aca8a91423
7.45
7