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 |
|---|---|---|---|---|---|---|
"""Custom Guardrail using a Llama-Prompt-Guard-2 model.
This guardrail:
1. Translates OpenAI Chat Completions format to our internal format
2. Uses Llama-Prompt-Guard-2 to detect jailbreaks and prompt injections
3. Translates the model's response back to Databricks Guardrails format
"""
from typing import Any, Dict, ... | andyweaves/databricks | notebooks/ai_guardrails/prompt_guard/llama-prompt-guard-2.py | .py | 0f50b93ca8fac96d | 7.56 | 12 |
from databricks.sdk import WorkspaceClient
import os
import json
import pathlib
import pandas as pd
def check_or_set_env_var(var_name: str, var_value: str):
"""
Checks if the environment variable `var_name` is set to `var_value`.
If it is not, it sets it to `var_value`.
"""
if var_name in os.enviro... | andyweaves/databricks | notebooks/ai_guardrails/red_team/utils/garak.py | .py | 7a13cd0a1a2996a1 | 7.56 | 12 |
# Databricks notebook source
# /// script
# [tool.databricks.environment]
# environment_version = "5"
# ///
# MAGIC %md
# MAGIC # Generate Fake PII Data
# MAGIC
# MAGIC This notebook generates realistic fake PII (Personally Identifiable Information) data across multiple locales and writes it to a Unity Catalog Delta ta... | andyweaves/databricks | notebooks/fake_pii_data/generate_fake_pii.py | .py | d4892d6520031d98 | 7.56 | 12 |
# Databricks notebook source
# MAGIC %pip install -q ff3-cryptography faker mimesis
# COMMAND ----------
# MAGIC %run ../../common/privacy_functions
# COMMAND ----------
# MAGIC %md
# MAGIC ## Step 1: Generate some fake PII data using ```faker```
# COMMAND ----------
df = generate_fake_pii_data(num_rows=1000).dro... | andyweaves/databricks | notebooks/privacy/format_preserving_encryption/format_preserving_encryption.py | .py | cba5da3dd0a6b53d | 7.56 | 12 |
# Databricks notebook source
# MAGIC %pip install -q ff3-cryptography
# COMMAND ----------
# MAGIC %md
# MAGIC ## FPE Test Suite
# MAGIC
# MAGIC Tests for format-preserving encryption. Run this notebook to validate the FPE logic,
# MAGIC including bug fixes for reassemble bounds checking, charset selection, and speci... | andyweaves/databricks | notebooks/privacy/format_preserving_encryption/format_preserving_encryption_tests.py | .py | 76905d203a6c5b20 | 7.06 | 12 |
# Copyright (C) 2023 - 2026 Synopsys, Inc. and ANSYS, Inc. All rights reserved.
# SPDX-License-Identifier: MIT
#
#
# Permission is hereby granted, free of charge, to any person obtaining a copy
# of this software and associated documentation files (the "Software"), to deal
# in the Software without restriction, includi... | ansys/pyansys-sound | src/ansys/sound/core/_pyansys_sound.py | .py | b2cd1e4f88ebfbab | 7.45 | 7 |
# Copyright (C) 2023 - 2026 Synopsys, Inc. and ANSYS, Inc. All rights reserved.
# SPDX-License-Identifier: MIT
#
#
# Permission is hereby granted, free of charge, to any person obtaining a copy
# of this software and associated documentation files (the "Software"), to deal
# in the Software without restriction, includi... | ansys/pyansys-sound | src/ansys/sound/core/order_analysis/isolate_orders.py | .py | 26d900fca8494fa4 | 7.45 | 7 |
# Copyright (C) 2023 - 2026 Synopsys, Inc. and ANSYS, Inc. All rights reserved.
# SPDX-License-Identifier: MIT
#
#
# Permission is hereby granted, free of charge, to any person obtaining a copy
# of this software and associated documentation files (the "Software"), to deal
# in the Software without restriction, includi... | ansys/pyansys-sound | src/ansys/sound/core/order_analysis/rpm_order_representation.py | .py | f119f104f1d94bf5 | 7.45 | 7 |
# Copyright (C) 2023 - 2026 Synopsys, Inc. and ANSYS, Inc. All rights reserved.
# SPDX-License-Identifier: MIT
#
#
# Permission is hereby granted, free of charge, to any person obtaining a copy
# of this software and associated documentation files (the "Software"), to deal
# in the Software without restriction, includi... | ansys/pyansys-sound | src/ansys/sound/core/psychoacoustics/fluctuation_strength.py | .py | c62274f8d446f499 | 7.45 | 7 |
# Copyright (C) 2023 - 2026 Synopsys, Inc. and ANSYS, Inc. All rights reserved.
# SPDX-License-Identifier: MIT
#
#
# Permission is hereby granted, free of charge, to any person obtaining a copy
# of this software and associated documentation files (the "Software"), to deal
# in the Software without restriction, includi... | ansys/pyansys-sound | src/ansys/sound/core/psychoacoustics/loudness_ansi_s3_4.py | .py | 4f9912c441ce258b | 7.45 | 7 |
# Copyright (C) 2023 - 2026 Synopsys, Inc. and ANSYS, Inc. All rights reserved.
# SPDX-License-Identifier: MIT
#
#
# Permission is hereby granted, free of charge, to any person obtaining a copy
# of this software and associated documentation files (the "Software"), to deal
# in the Software without restriction, includi... | ansys/pyansys-sound | src/ansys/sound/core/psychoacoustics/loudness_iso_532_1_stationary.py | .py | b9e916e77e72b43a | 7.45 | 7 |
# Copyright (C) 2023 - 2026 Synopsys, Inc. and ANSYS, Inc. All rights reserved.
# SPDX-License-Identifier: MIT
#
#
# Permission is hereby granted, free of charge, to any person obtaining a copy
# of this software and associated documentation files (the "Software"), to deal
# in the Software without restriction, includi... | ansys/pyansys-sound | src/ansys/sound/core/psychoacoustics/loudness_iso_532_1_time_varying.py | .py | f15324255aeef35e | 7.45 | 7 |
# Copyright (C) 2023 - 2026 Synopsys, Inc. and ANSYS, Inc. All rights reserved.
# SPDX-License-Identifier: MIT
#
#
# Permission is hereby granted, free of charge, to any person obtaining a copy
# of this software and associated documentation files (the "Software"), to deal
# in the Software without restriction, includi... | ansys/pyansys-sound | src/ansys/sound/core/psychoacoustics/loudness_iso_532_2.py | .py | ab9684e00ceb879c | 7.45 | 7 |
# Copyright (C) 2023 - 2026 Synopsys, Inc. and ANSYS, Inc. All rights reserved.
# SPDX-License-Identifier: MIT
#
#
# Permission is hereby granted, free of charge, to any person obtaining a copy
# of this software and associated documentation files (the "Software"), to deal
# in the Software without restriction, includi... | ansys/pyansys-sound | src/ansys/sound/core/psychoacoustics/prominence_ratio.py | .py | ba2bb09293fe451e | 7.45 | 7 |
# Copyright (C) 2023 - 2026 Synopsys, Inc. and ANSYS, Inc. All rights reserved.
# SPDX-License-Identifier: MIT
#
#
# Permission is hereby granted, free of charge, to any person obtaining a copy
# of this software and associated documentation files (the "Software"), to deal
# in the Software without restriction, includi... | ansys/pyansys-sound | src/ansys/sound/core/psychoacoustics/prominence_ratio_for_orders_over_time.py | .py | e345387b8e28d478 | 7.45 | 7 |
# Copyright (C) 2023 - 2026 Synopsys, Inc. and ANSYS, Inc. All rights reserved.
# SPDX-License-Identifier: MIT
#
#
# Permission is hereby granted, free of charge, to any person obtaining a copy
# of this software and associated documentation files (the "Software"), to deal
# in the Software without restriction, includi... | ansys/pyansys-sound | src/ansys/sound/core/psychoacoustics/roughness.py | .py | a7b13c1be1229f80 | 7.45 | 7 |
# Copyright (C) 2023 - 2026 Synopsys, Inc. and ANSYS, Inc. All rights reserved.
# SPDX-License-Identifier: MIT
#
#
# Permission is hereby granted, free of charge, to any person obtaining a copy
# of this software and associated documentation files (the "Software"), to deal
# in the Software without restriction, includi... | ansys/pyansys-sound | src/ansys/sound/core/psychoacoustics/roughness_ecma_418_2.py | .py | e72df411d6f77f98 | 7.45 | 7 |
# Copyright (C) 2023 - 2026 Synopsys, Inc. and ANSYS, Inc. All rights reserved.
# SPDX-License-Identifier: MIT
#
#
# Permission is hereby granted, free of charge, to any person obtaining a copy
# of this software and associated documentation files (the "Software"), to deal
# in the Software without restriction, includi... | ansys/pyansys-sound | src/ansys/sound/core/psychoacoustics/sharpness.py | .py | 601781a1f43705cb | 7.45 | 7 |
# Copyright (C) 2023 - 2026 Synopsys, Inc. and ANSYS, Inc. All rights reserved.
# SPDX-License-Identifier: MIT
#
#
# Permission is hereby granted, free of charge, to any person obtaining a copy
# of this software and associated documentation files (the "Software"), to deal
# in the Software without restriction, includi... | ansys/pyansys-sound | src/ansys/sound/core/psychoacoustics/sharpness_din_45692.py | .py | d5c59c271be155a6 | 7.45 | 7 |
# Copyright (C) 2023 - 2026 Synopsys, Inc. and ANSYS, Inc. All rights reserved.
# SPDX-License-Identifier: MIT
#
#
# Permission is hereby granted, free of charge, to any person obtaining a copy
# of this software and associated documentation files (the "Software"), to deal
# in the Software without restriction, includi... | ansys/pyansys-sound | src/ansys/sound/core/psychoacoustics/sharpness_din_45692_over_time.py | .py | 9372d4dd0f89825b | 7.45 | 7 |
# Copyright (C) 2023 - 2026 Synopsys, Inc. and ANSYS, Inc. All rights reserved.
# SPDX-License-Identifier: MIT
#
#
# Permission is hereby granted, free of charge, to any person obtaining a copy
# of this software and associated documentation files (the "Software"), to deal
# in the Software without restriction, includi... | ansys/pyansys-sound | src/ansys/sound/core/psychoacoustics/sharpness_over_time.py | .py | 5749cd1db21bd581 | 7.45 | 7 |
# Copyright (C) 2023 - 2026 Synopsys, Inc. and ANSYS, Inc. All rights reserved.
# SPDX-License-Identifier: MIT
#
#
# Permission is hereby granted, free of charge, to any person obtaining a copy
# of this software and associated documentation files (the "Software"), to deal
# in the Software without restriction, includi... | ansys/pyansys-sound | src/ansys/sound/core/psychoacoustics/spectral_centroid.py | .py | eb77be8c1d0d7950 | 7.95 | 7 |
# Copyright (C) 2023 - 2026 Synopsys, Inc. and ANSYS, Inc. All rights reserved.
# SPDX-License-Identifier: MIT
#
#
# Permission is hereby granted, free of charge, to any person obtaining a copy
# of this software and associated documentation files (the "Software"), to deal
# in the Software without restriction, includi... | ansys/pyansys-sound | src/ansys/sound/core/psychoacoustics/tonality_aures.py | .py | f6f470d9d62baa53 | 7.45 | 7 |
# Copyright (C) 2023 - 2026 Synopsys, Inc. and ANSYS, Inc. All rights reserved.
# SPDX-License-Identifier: MIT
#
#
# Permission is hereby granted, free of charge, to any person obtaining a copy
# of this software and associated documentation files (the "Software"), to deal
# in the Software without restriction, includi... | ansys/pyansys-sound | src/ansys/sound/core/psychoacoustics/tonality_din_45681.py | .py | 64397b36e4831ac5 | 7.45 | 7 |
# Copyright (C) 2023 - 2026 Synopsys, Inc. and ANSYS, Inc. All rights reserved.
# SPDX-License-Identifier: MIT
#
#
# Permission is hereby granted, free of charge, to any person obtaining a copy
# of this software and associated documentation files (the "Software"), to deal
# in the Software without restriction, includi... | ansys/pyansys-sound | src/ansys/sound/core/psychoacoustics/tonality_ecma_418_2.py | .py | 85ec191c9c2d4d52 | 7.45 | 7 |
# Copyright (C) 2023 - 2026 Synopsys, Inc. and ANSYS, Inc. All rights reserved.
# SPDX-License-Identifier: MIT
#
#
# Permission is hereby granted, free of charge, to any person obtaining a copy
# of this software and associated documentation files (the "Software"), to deal
# in the Software without restriction, includi... | ansys/pyansys-sound | src/ansys/sound/core/psychoacoustics/tonality_iso_1996_2.py | .py | e7bbe7bc2b1188cd | 7.45 | 7 |
# Copyright (C) 2023 - 2026 Synopsys, Inc. and ANSYS, Inc. All rights reserved.
# SPDX-License-Identifier: MIT
#
#
# Permission is hereby granted, free of charge, to any person obtaining a copy
# of this software and associated documentation files (the "Software"), to deal
# in the Software without restriction, includi... | ansys/pyansys-sound | src/ansys/sound/core/psychoacoustics/tonality_iso_1996_2_over_time.py | .py | da34cb66b74ab68f | 7.45 | 7 |
# Copyright (C) 2023 - 2026 Synopsys, Inc. and ANSYS, Inc. All rights reserved.
# SPDX-License-Identifier: MIT
#
#
# Permission is hereby granted, free of charge, to any person obtaining a copy
# of this software and associated documentation files (the "Software"), to deal
# in the Software without restriction, includi... | ansys/pyansys-sound | src/ansys/sound/core/psychoacoustics/tonality_iso_ts_20065.py | .py | e4d88fde1f724cd5 | 7.45 | 7 |
# Copyright (C) 2023 - 2026 Synopsys, Inc. and ANSYS, Inc. All rights reserved.
# SPDX-License-Identifier: MIT
#
#
# Permission is hereby granted, free of charge, to any person obtaining a copy
# of this software and associated documentation files (the "Software"), to deal
# in the Software without restriction, includi... | ansys/pyansys-sound | src/ansys/sound/core/psychoacoustics/tone_to_noise_ratio.py | .py | 8c22129e8a170fae | 7.45 | 7 |
# Copyright (C) 2023 - 2026 Synopsys, Inc. and ANSYS, Inc. All rights reserved.
# SPDX-License-Identifier: MIT
#
#
# Permission is hereby granted, free of charge, to any person obtaining a copy
# of this software and associated documentation files (the "Software"), to deal
# in the Software without restriction, includi... | ansys/pyansys-sound | src/ansys/sound/core/psychoacoustics/tone_to_noise_ratio_for_orders_over_time.py | .py | f0823429a8671dbe | 7.45 | 7 |
# Copyright (C) 2023 - 2026 Synopsys, Inc. and ANSYS, Inc. All rights reserved.
# SPDX-License-Identifier: MIT
#
#
# Permission is hereby granted, free of charge, to any person obtaining a copy
# of this software and associated documentation files (the "Software"), to deal
# in the Software without restriction, includi... | ansys/pyansys-sound | src/ansys/sound/core/server_helpers/_check_version.py | .py | 899906bff1af94c0 | 7.45 | 7 |
"""
Defense methods. code from https://github.com/zhuohangli/GGL
Including:
- Additive noise
- Gradient clipping
- Gradient compression
- Representation perturbation
"""
import numpy as np
import torch
params = {'dp': 'noise_std', 'clip': 'clip_bound', 'sparse': 'sparse_ratio', 'perturb': 'prune_rate'}
def additive_... | mankasto/iLRG | ilrg/defense.py | .py | c1115f806718b19c | 7.54 | 11 |
"""This is code for median pooling from https://gist.github.com/rwightman.
https://gist.github.com/rwightman/f2d3849281624be7c0f11c85c87c1598
"""
import torch.nn as nn
import torch.nn.functional as F
from torch.nn.modules.utils import _pair, _quadruple
class MedianPool2d(nn.Module):
"""Median pool (usable as med... | mankasto/iLRG | ilrg/medianfilt.py | .py | 72cc18c9b5800500 | 7.54 | 11 |
"""This file is part of https://github.com/ildoonet/pytorch-gradual-warmup-lr.
MIT License
Copyright (c) 2019 Ildoo Kim
Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, inclu... | mankasto/iLRG | ilrg/scheduler.py | .py | 5db0efbba6330305 | 7.54 | 11 |
"""Generates the Protocol0 Windows icon (installer/windows/assets/protocol0.ico).
Faithful to the site's badge (src/website/favicon.svg): rounded dark-gradient square,
thin border, bold blue "P" centered. We draw the badge with Pillow rather than rasterize
the SVG, to avoid any system binary dependency (cairosvg/inksc... | lebrunthibault/protocol0 | installer/windows/generate_icon.py | .py | 576a185e585f53ad | 7.42 | 6 |
"""Shared, dependency-free helpers for the cross-platform dev tooling.
stdlib-only on purpose: these run *before* any poetry env exists (at bootstrap
time) and in CI, so they cannot import third-party packages.
"""
import subprocess
import sys
from pathlib import Path
# Repo root = parent of this scripts/ directory.
... | lebrunthibault/protocol0 | scripts/_pyfind.py | .py | e3cfc660aa4094d7 | 7.42 | 6 |
"""One-command local dev setup, cross-platform (Windows + macOS).
Sets up the remote script's poetry env (lint/test tooling — flake8, pytest;
the script itself is stdlib-only) and deploys the remote script into
Ableton. The agent is Rust (`make agent` builds it with cargo) and needs no
poetry. After this, `make agent`... | lebrunthibault/protocol0 | scripts/bootstrap.py | .py | 78b5952fc8323f35 | 7.42 | 6 |
"""Arrete le stack dev lance par `make up` (target `make down`).
Lit les PID memorises dans %APPDATA%\\Protocol0\\dev-up.json (ecrit par scripts/up.py) et tue
chaque arbre de process avec `taskkill /T` (les services tournent via un shell qui spawn
node/poetry en enfants -> il faut tuer l'arbre, pas juste le shell pare... | lebrunthibault/protocol0 | scripts/down.py | .py | a352b265815a32d7 | 7.42 | 6 |
"""Deploy the DEV remote script into Ableton's MIDI Remote Scripts directory.
Cross-platform port of the old `make install_script` (Windows PowerShell). Copies
the Protocol_0 template into Ableton, then rewrites the DEV loader's
__P0_SOURCE_DIR__ placeholder to this checkout's src/remote-script path, so Ableton loads
... | lebrunthibault/protocol0 | scripts/install_remote_script.py | .py | e5e8da0ab99af00f | 7.42 | 6 |
"""Liste les process agent en cours et les tue (target `make kill-agent`).
Pourquoi : le bug "un raccourci charge plusieurs devices" venait de DEUX agents tournant
en parallele (cf. docs/debug-double-shortcut.md). Le mutex single-instance couvre la tache
planifiee, mais des lancements manuels en mode source (`poetry r... | lebrunthibault/protocol0 | scripts/kill_agent.py | .py | 4ae7bad133dabb5b | 7.42 | 6 |
"""Tail combine les logs Ableton et ceux de l'agent dans un seul terminal (target `make logs`).
Pourquoi : en dev on veut une seule fenetre qui montre ce que fait le remote script (cote
Ableton, via Log.txt) ET ce que fait l'agent (raccourcis clavier, appels HTTP au script,
serveur web). Avant, ca vivait dans le backe... | lebrunthibault/protocol0 | scripts/logs.py | .py | 1ee251d88b7403cb | 7.42 | 6 |
import click
from srecli.group import ContextObj, ViewCommand, cli_response
from srecli.group.customer_rabbitmq import rabbitmq
attributes_order = 'name', 'display_name', 'admins'
@click.group(name='customer')
def customer():
"""Manages Syndicate Rule Engine Customer Entities"""
@customer.command(cls=ViewComm... | epam/syndicate-rule-engine | cli/srecli/group/customer.py | .py | ed08e19952030901 | 7.45 | 7 |
import click
from srecli.group import (
ConditionalGroup,
ContextObj,
ViewCommand,
cli_response,
require_maestro_integration,
)
@click.group(name='rabbitmq', cls=ConditionalGroup)
def rabbitmq():
"""
Manages RabbitMQ configuration for a customer
"""
@rabbitmq.command(cls=ViewCommand,... | epam/syndicate-rule-engine | cli/srecli/group/customer_rabbitmq.py | .py | 3ee3fb1e33adae04 | 7.45 | 7 |
import click
from srecli.group import (
ContextObj,
ViewCommand,
build_tenant_option,
cli_response,
)
from srecli.service.constants import AWS, AZURE, GOOGLE, KUBERNETES
@click.group(name='chronicle')
def chronicle():
"""
Manages chronicle integrations
"""
@chronicle.command(cls=ViewCom... | epam/syndicate-rule-engine | cli/srecli/group/integrations_chronicle.py | .py | 948571f2be39529b | 7.45 | 7 |
import click
from srecli.group import (
ConditionalGroup,
ContextObj,
ViewCommand,
build_tenant_option,
cli_response,
require_maestro_integration,
)
from srecli.service.constants import AWS, AZURE, GOOGLE, KUBERNETES
@click.group(name='re', cls=ConditionalGroup)
def re():
"""
Manages R... | epam/syndicate-rule-engine | cli/srecli/group/integrations_re.py | .py | 182ab972094b0fab | 7.45 | 7 |
import click
from srecli.group import ContextObj, ViewCommand, cli_response
from srecli.group.job_event_maestro import maestro
from srecli.service.adapter_client import SREResponse
from srecli.service.event_files import (
events_file_option,
load_events_from_file,
)
@click.group(name='event', hidden=True)
de... | epam/syndicate-rule-engine | cli/srecli/group/job_event.py | .py | e596fca5655b101d | 7.45 | 7 |
import click
from srecli.group import (
ContextObj,
ViewCommand,
cli_response,
)
from srecli.service.adapter_client import SREResponse
from srecli.service.constants import (
ServiceOperationType,
OPERATION_STATUS_HINT,
)
@click.group(name='metadata')
def metadata():
"""Manages locally sto... | epam/syndicate-rule-engine | cli/srecli/group/metadata.py | .py | e9810af468383457 | 7.45 | 7 |
import click
from srecli.group import (
ContextObj,
ViewCommand,
cli_response,
)
from srecli.service.constants import (
ServiceOperationType,
OPERATION_STATUS_HINT,
)
from srecli.service.adapter_client import SREResponse
@click.group(name='metrics')
def metrics():
"""Manages Scan and Tena... | epam/syndicate-rule-engine | cli/srecli/group/metrics.py | .py | a901a111425601b6 | 7.45 | 7 |
from typing import Optional
import click
from srecli.group import (
ContextObj,
ViewCommand,
build_tenant_option,
cli_response,
)
@click.group(name='k8s')
def k8s():
"""Manages kubernetes platforms"""
@k8s.command(cls=ViewCommand, name='create')
@build_tenant_option(required=True)
@click.option... | epam/syndicate-rule-engine | cli/srecli/group/platform_k8s.py | .py | 0076551165e42188 | 7.45 | 7 |
import json
from pathlib import Path
import click
from srecli.group import ContextObj, ViewCommand, cli_response, validate_file_optional
attributes_order = 'name', 'permissions', 'customer'
@click.group(name='policy')
def policy():
"""Manages Entities"""
@policy.command(cls=ViewCommand, name='describe')
@cli... | epam/syndicate-rule-engine | cli/srecli/group/policy.py | .py | d915f2b0d14e1a68 | 7.45 | 7 |
from datetime import datetime
from typing import Optional
import click
from srecli.group import (
build_job_id_option,
from_date_report_option,
optional_job_type_option,
to_date_report_option,
)
from srecli.group import ContextObj, ViewCommand, cli_response
from srecli.group import tenant_option
@cl... | epam/syndicate-rule-engine | cli/srecli/group/report_digests.py | .py | 9d1769f23874373f | 7.45 | 7 |
import click
from srecli.group import ContextObj, ViewCommand, cli_response
from srecli.group import build_tenant_option
from srecli.group import SREResponse
from srecli.service.presigned_hints_pack import presigned_url_hints_pack
@click.group(name='raw')
def raw():
"""Fetches raw report"""
@raw.command(cls=Vi... | epam/syndicate-rule-engine | cli/srecli/group/report_raw.py | .py | 08444c6663b1fddc | 7.45 | 7 |
from datetime import datetime
from typing import Optional
import click
from srecli.group import (
build_job_id_option,
build_job_type_option,
optional_job_type_option,
SREResponse,
)
from srecli.group import (
ContextObj,
ViewCommand,
build_tenant_option,
cli_response,
from_date_re... | epam/syndicate-rule-engine | cli/srecli/group/report_rules.py | .py | f3542973c3030cbd | 7.45 | 7 |
from datetime import datetime
import click
from srecli.group import (
ContextObj, ViewCommand, cli_response, next_option, build_tenant_option,
build_limit_option, exception_expire_at_required_option,
)
from srecli.service.adapter_client import SREResponse
@click.group(name='exception')
def exception():
... | epam/syndicate-rule-engine | cli/srecli/group/resource_exception.py | .py | a1cc1159f79eeb5e | 7.45 | 7 |
from datetime import datetime
import click
from srecli.group import (
ContextObj, ViewCommand, cli_response,
DYNAMIC_DATE_ONLY_EXAMPLE,
)
attributes_order = 'name', 'expiration', 'policies'
@click.group(name='role')
def role():
"""Manages Role Entity"""
@role.command(cls=ViewCommand, name='describe')... | epam/syndicate-rule-engine | cli/srecli/group/role.py | .py | 94384797c46d6288 | 7.45 | 7 |
import click
from srecli.group import (
ContextObj,
ViewCommand,
build_rule_source_id_option,
cli_response,
)
from srecli.group import limit_option, next_option
from srecli.service.constants import RULE_CLOUDS
from srecli.service.adapter_client import SREResponse
from srecli.service.constants import IT... | epam/syndicate-rule-engine | cli/srecli/group/rule.py | .py | 50482043b081f409 | 7.45 | 7 |
import click
from srecli.group import (
ContextObj, ViewCommand, cli_response,
DYNAMIC_DATE_ONLY_PAST_EXAMPLE, DYNAMIC_DATE_ONLY_NOW_EXAMPLE,
)
from srecli.service.adapter_client import SREResponse
from srecli.service.constants import ServiceOperationType
_CLI_TO_API = {member.value[0]: member.value[1] for me... | epam/syndicate-rule-engine | cli/srecli/group/service_operations.py | .py | 5b931332cf916f37 | 7.45 | 7 |
import click
from srecli.group import ContextObj, ViewCommand, cli_response
@click.group(name='mail')
def mail():
"""Manages Mail configuration"""
@mail.command(cls=ViewCommand, name='describe')
@click.option('--display_password', '-dp', is_flag=True, default=False,
help='Specify to whether displ... | epam/syndicate-rule-engine | cli/srecli/group/setting_mail.py | .py | 7cdc660ba9b82f89 | 7.45 | 7 |
import click
from srecli.group import ViewCommand, cli_response, ContextObj, limit_option, \
next_option, build_tenant_option
from srecli.service.constants import AWS, AZURE, GOOGLE
from srecli.service.adapter_client import SREResponse
@click.group(name='credentials')
def credentials():
"""
Allows to bin... | epam/syndicate-rule-engine | cli/srecli/group/tenant_credentials.py | .py | 74ae18e3900a95a6 | 7.45 | 7 |
# (C) Copyright 2024 ECMWF.
#
# This software is licensed under the terms of the Apache Licence Version 2.0
# which can be obtained at http://www.apache.org/licenses/LICENSE-2.0.
# In applying this licence, ECMWF does not waive the privileges and immunities
# granted to it by virtue of its status as an intergovernmenta... | ecmwf/earthkit-geo | src/earthkit/geo/cartography.py | .py | 57196a079619cd79 | 7.42 | 6 |
# (C) Copyright 2024 ECMWF.
#
# This software is licensed under the terms of the Apache Licence Version 2.0
# which can be obtained at http://www.apache.org/licenses/LICENSE-2.0.
# In applying this licence, ECMWF does not waive the privileges and immunities
# granted to it by virtue of its status as an intergovernmenta... | ecmwf/earthkit-geo | src/earthkit/geo/coord.py | .py | 5772484ab16b82c0 | 7.42 | 6 |
# (C) Copyright 2024 ECMWF.
#
# This software is licensed under the terms of the Apache Licence Version 2.0
# which can be obtained at http://www.apache.org/licenses/LICENSE-2.0.
# In applying this licence, ECMWF does not waive the privileges and immunities
# granted to it by virtue of its status as an intergovernmenta... | ecmwf/earthkit-geo | src/earthkit/geo/figure.py | .py | 2fdf43c830c9aefa | 7.42 | 6 |
# (C) Copyright 2024 ECMWF.
#
# This software is licensed under the terms of the Apache Licence Version 2.0
# which can be obtained at http://www.apache.org/licenses/LICENSE-2.0.
# In applying this licence, ECMWF does not waive the privileges and immunities
# granted to it by virtue of its status as an intergovernmenta... | ecmwf/earthkit-geo | src/earthkit/geo/gisco.py | .py | bd9f985ac9776436 | 7.42 | 6 |
# (C) Copyright 2023 ECMWF.
#
# This software is licensed under the terms of the Apache Licence Version 2.0
# which can be obtained at http://www.apache.org/licenses/LICENSE-2.0.
# In applying this licence, ECMWF does not waive the privileges and immunities
# granted to it by virtue of its status as an intergovernmenta... | ecmwf/earthkit-geo | src/earthkit/geo/grids/_regrid/regrid.py | .py | 9f6fd9c424e5321a | 7.42 | 6 |
# (C) Copyright 2023 ECMWF.
#
# This software is licensed under the terms of the Apache Licence Version 2.0
# which can be obtained at http://www.apache.org/licenses/LICENSE-2.0.
# In applying this licence, ECMWF does not waive the privileges and immunities
# granted to it by virtue of its status as an intergovernmenta... | ecmwf/earthkit-geo | src/earthkit/geo/grids/utils/memcache.py | .py | fe3e60d21d8c0cc9 | 7.42 | 6 |
# (C) Copyright 2024 ECMWF.
#
# This software is licensed under the terms of the Apache Licence Version 2.0
# which can be obtained at http://www.apache.org/licenses/LICENSE-2.0.
# In applying this licence, ECMWF does not waive the privileges and immunities
# granted to it by virtue of its status as an intergovernmenta... | ecmwf/earthkit-geo | src/earthkit/geo/rotate.py | .py | 8989e16ac04a62de | 7.42 | 6 |
# (C) Copyright 2023 ECMWF.
#
# This software is licensed under the terms of the Apache Licence Version 2.0
# which can be obtained at http://www.apache.org/licenses/LICENSE-2.0.
# In applying this licence, ECMWF does not waive the privileges and immunities
# granted to it by virtue of its status as an intergovernmenta... | ecmwf/earthkit-geo | src/earthkit/geo/utils/__init__.py | .py | 53d2718538ad3a2f | 7.42 | 6 |
# (C) Copyright 2023 ECMWF.
#
# This software is licensed under the terms of the Apache Licence Version 2.0
# which can be obtained at http://www.apache.org/licenses/LICENSE-2.0.
# In applying this licence, ECMWF does not waive the privileges and immunities
# granted to it by virtue of its status as an intergovernmenta... | ecmwf/earthkit-geo | src/earthkit/geo/utils/humanize.py | .py | df2babdf9e0b0afb | 7.42 | 6 |
# (C) Copyright 2023 ECMWF.
#
# This software is licensed under the terms of the Apache Licence Version 2.0
# which can be obtained at http://www.apache.org/licenses/LICENSE-2.0.
# In applying this licence, ECMWF does not waive the privileges and immunities
# granted to it by virtue of its status as an intergovernmenta... | ecmwf/earthkit-geo | src/earthkit/geo/utils/temporary.py | .py | be59f79a69628610 | 7.42 | 6 |
"""Array processing utilities for Dask, Zarr, and NumPy arrays."""
import math
from typing import Optional, Tuple, Union
import numpy as np
import zarr
from dask import array as da
try:
import cupy as cp
cupy_available = True
except ImportError:
cupy_available = False
from ome_zarr_pyramid.utils.logging... | Euro-BioImaging/ome_zarr_pyramid | src/ome_zarr_pyramid/utils/array_utils.py | .py | 7fca960c91fbb520 | 7.45 | 7 |
"""JSON serialization and conversion utilities for numpy types and nested structures."""
import json
import warnings
from typing import Any
import numpy as np
def convert_np_types(obj: Any) -> Any:
"""Convert NumPy types to native Python types for JSON serialization.
Args:
obj: Object to conver... | Euro-BioImaging/ome_zarr_pyramid | src/ome_zarr_pyramid/utils/json_utils.py | .py | 661c8bf94e2a62d2 | 7.45 | 7 |
"""Shared fixtures for the ome_zarr_pyramid test suite.
The public surface under test is the working core: `Pyramid` (construction,
indexing, downscaling, metadata, operators) and `IO` (NGFF read/write). Legacy
process/creation/CLI modules are intentionally out of scope.
"""
import numpy as np
import pytest
import za... | Euro-BioImaging/ome_zarr_pyramid | tests/conftest.py | .py | dca36199f905d962 | 7.95 | 7 |
"""Pyramid construction via `from_arrays`: axes, shape, dtype, layers, scales."""
import numpy as np
def test_from_arrays_basic(pyr3d):
pyr, data = pyr3d
assert pyr.axes == "cyx"
assert pyr.meta.ndim == 3
assert pyr.shape == data.shape
assert str(pyr.dtype) == "float32"
assert pyr.nlayers == ... | Euro-BioImaging/ome_zarr_pyramid | tests/test_construction.py | .py | 9062876db88c3cc6 | 7.95 | 7 |
"""IO: write a Pyramid to an OME-Zarr store and read it back, checking that
pixel data and NGFF metadata survive the round trip (both 0.4 and 0.5)."""
import numpy as np
import pytest
from ome_zarr_pyramid.core.io import IO
@pytest.mark.parametrize("version", ["0.4", "0.5"])
def test_roundtrip_data_and_axes(make_py... | Euro-BioImaging/ome_zarr_pyramid | tests/test_io_roundtrip.py | .py | af95ac77290878f0 | 7.95 | 7 |
from __future__ import annotations
from typing import Any
def build_args(*, non_null_defaults: set[str], **kwargs) -> dict[str, Any]:
"""Build a dictionary of arguments for the analysis.
Parameters
----------
non_null_defaults : set[str], optional
A set of argument names that are optional bu... | MREYE-LUMC/visisipy | tests/helpers.py | .py | c13348e96f5942f7 | 7.09 | 14 |
from __future__ import annotations
import numpy as np
import pytest
import zospy as zp
from visisipy.models.materials import NavarroMaterials
pytestmark = [pytest.mark.needs_opticstudio]
@pytest.fixture
def opticstudio_model(oss):
"""Simple optical system with 3 parallel surfaces: a stop, refracting interface,... | MREYE-LUMC/visisipy | tests/opticstudio/test_material_models.py | .py | 76faf1fe29801b04 | 8.09 | 14 |
#!/usr/bin/env python3
"""
Generate the GitHub Actions test matrix for collector tests.
Discovers all collectors with test directories (test/ or tests/) and
includes them in the matrix. All collectors are always tested.
"""
import json
import os
from pathlib import Path
# Directories that are NOT collectors (exclude... | OpenAEV-Platform/collectors | .github/scripts/build_test_matrix.py | .py | dd81452fd7d8c0a7 | 8.07 | 13 |
from pydantic import Field
from pyoaev.configuration import ConfigLoaderOAEV, Configuration, SettingsLoader
from crowdstrike.configuration.collector_config_override import CollectorConfigOverride
from crowdstrike.configuration.crowdstrike_settings import CrowdstrikeSettings
class ConfigLoader(SettingsLoader):
op... | OpenAEV-Platform/collectors | crowdstrike/crowdstrike/configuration/config_loader.py | .py | 2d7b16efdfa437c2 | 7.57 | 13 |
"""Core collector."""
import os
from pyoaev.daemons import CollectorDaemon # type: ignore[import-untyped]
from pyoaev.helpers import OpenAEVDetectionHelper # type: ignore[import-untyped]
from src.services.expectation_service import ElasticExpectationService
from src.services.trace_service import ElasticTrace... | OpenAEV-Platform/collectors | elastic/src/collector/collector.py | .py | 32414d209882d3bd | 7.57 | 13 |
#!/usr/bin/env python3
"""
Generate the GitHub Actions test matrix for injector tests.
Discovers all injectors with test directories (test/ or tests/) and
includes them in the matrix. All injectors are always tested.
"""
import json
import os
from pathlib import Path
# Directories that are NOT injectors (excluded fr... | OpenAEV-Platform/injectors | .github/scripts/build_test_matrix.py | .py | 3b0fb044f0b2b1be | 7.95 | 7 |
"""Catalog of AI red-team techniques exposed by the ai-redteam injector.
Each native technique maps to MITRE ATLAS technique external ids (AML.Txxxx) and OWASP
(LLM 2025 / Agentic 2026) references, so injects flow into the ATLAS coverage matrix exactly like
endpoint techniques flow into the ATT&CK matrix. Contract... | OpenAEV-Platform/injectors | ai-redteam/ai_redteam/contracts/constants.py | .py | b3896e200f20b588 | 7.45 | 7 |
"""Success detection for AI red-team attacks.
Determines, from a model response, whether an adversarial technique succeeded (the target is
vulnerable). The default heuristic combines canary leakage, explicit success keywords, and refusal
detection. This is intentionally conservative: a clear refusal counts as a su... | OpenAEV-Platform/injectors | ai-redteam/ai_redteam/detectors.py | .py | b9f655a74fed62d5 | 7.45 | 7 |
"""Engine registry. Each engine implements one execution backend for AI red-team techniques."""
from ai_redteam.contracts import constants as c
from ai_redteam.engines.garak import GarakEngine
from ai_redteam.engines.native import NativeEngine
from ai_redteam.engines.promptfoo import PromptfooEngine
from ai_redt... | OpenAEV-Platform/injectors | ai-redteam/ai_redteam/engines/__init__.py | .py | 52535cb24f977947 | 7.45 | 7 |
"""Engine abstraction. An engine runs one AI red-team technique against a resolved target and returns
an EngineResult that the injector turns into an execution callback (message + structured outputs).
"""
import base64
import codecs
class EngineResult:
def __init__(
self,
success: bool... | OpenAEV-Platform/injectors | ai-redteam/ai_redteam/engines/base.py | .py | 93dd55ceef9cb79b | 7.45 | 7 |
"""PyRIT engine: multi-turn adversarial orchestration.
Prefers Microsoft PyRIT (https://github.com/Azure/PyRIT) when available. PyRIT is a library (not a
CLI) with a fast-moving API, so it is imported lazily; if it is unavailable or its API differs, the
engine gracefully degrades to a built-in iterative "escalatio... | OpenAEV-Platform/injectors | ai-redteam/ai_redteam/engines/pyrit.py | .py | a62ee1c571dd903d | 7.45 | 7 |
"""Per-inject canary marker used to (a) detect attack success in the model response and (b) let AI
defense collectors correlate a guardrail/firewall event back to a specific inject execution.
The marker is deterministic per (inject_id, agent_id) so the platform-side expectation signatures and
the collector-side lo... | OpenAEV-Platform/injectors | ai-redteam/ai_redteam/marker.py | .py | 2a92092a27580d86 | 7.45 | 7 |
import json
import time
from typing import Dict
from ai_redteam import marker as marker_mod
from ai_redteam.configuration.config_loader import ConfigLoader
from ai_redteam.engines import build_registry, contract_engine_map
from ai_redteam.targets.target_resolver import resolve_targets
from pyoaev.helpers impor... | OpenAEV-Platform/injectors | ai-redteam/ai_redteam/openaev_ai_redteam.py | .py | e4121d67bffe7821 | 7.45 | 7 |
"""Resolves the AI target connection(s) for an inject.
The contract exposes a "Type of targets" selector (`target_selector`) with three modes:
1. ``ai_target`` (default) - reference a pre-configured `AiTarget` asset by id (contract field
`ai_target`), fetched from the platform.
2. ``asset-groups`` - run ... | OpenAEV-Platform/injectors | ai-redteam/ai_redteam/targets/target_resolver.py | .py | 19fba4929e23b50a | 7.45 | 7 |
import json
import time
from typing import Dict
from pyoaev.helpers import OpenAEVConfigHelper, OpenAEVInjectorHelper
from aws.configuration.config_loader import ConfigLoader
from aws.contracts_aws import (
CLOUDTRAIL_ENUM_CONTRACT,
COGNITO_ENUM_CONTRACT,
DYNAMODB_ENUM_CONTRACT,
EBS_ENUM_SNAPSHOTS_CON... | OpenAEV-Platform/injectors | aws/aws/openaev_aws.py | .py | 09e97f3b27c3b36a | 7.45 | 7 |
"""Stats-utility functions for ArviZ."""
import logging
from collections.abc import Sequence
import numpy as np
__all__ = ["make_ufunc", "calculate_khat_bin_edges"]
_log = logging.getLogger(__name__)
def make_ufunc(func, n_dims=2, n_output=1, n_input=1, index=Ellipsis, ravel=True, check_shape=None):
"""Make u... | arviz-devs/arviz-stats | src/arviz_stats/base/stats_utils.py | .py | baae36779644548e | 7.64 | 18 |
"""Utility functions for computing the PIT ECDF and the simultaneous confidence bands."""
from functools import lru_cache
import numpy as np
import xarray as xr
from arviz_base import dict_to_dataset
from scipy.special import bdtr, bdtrik, gammaln # pylint: disable=no-name-in-module
def difference_ecdf_pit(predict... | arviz-devs/arviz-stats | src/arviz_stats/ecdf_utils.py | .py | 510fb3c897626597 | 7.64 | 18 |
"""Helper functions for PSIS-LOO-CV moment matching."""
import numpy as np
from xarray import DataArray
__all__ = ["mm_from_pymc"]
def mm_from_pymc(
idata,
*,
model=None,
var_name=None,
):
"""Build the inputs needed by :func:`arviz_stats.loo_moment_match` from a PyMC model.
:func:`arviz_sta... | arviz-devs/arviz-stats | src/arviz_stats/loo/loo_moment_match_helper.py | .py | b3e87b00189ddc3a | 7.64 | 18 |
# pylint: disable=too-many-instance-attributes,too-many-arguments,too-many-public-methods
"""Base class for sampling wrappers."""
from arviz_base import convert_to_datatree
from xarray import apply_ufunc
class SamplingWrapper:
"""Class wrapping sampling routines for its usage via ArviZ.
Using a common class... | arviz-devs/arviz-stats | src/arviz_stats/loo/wrapper.py | .py | 33ffb21cc9d2e590 | 7.64 | 18 |
"""Array numba functions."""
import numpy as np
from numba import guvectorize, jit
from arviz_stats.base.array import BaseArray
def process_ary_axes(ary, axes):
"""Process input array and axes to ensure input core dims are flattened into the last axis.
Parameters
----------
ary : array_like
axe... | arviz-devs/arviz-stats | src/arviz_stats/numba/array.py | .py | 1c69bfd56a4d8f41 | 7.64 | 18 |
"""Diagnostics as gufuncs powered by xarray, numba and einops."""
import numba
import numpy as np
import scipy
import xarray as xr
from scipy.fftpack import next_fast_len
from xarray_einstats import stats
from xarray_einstats.einops import rearrange
__all__ = ["rhat", "ess"]
def _backtransform_ranks(da, c=3 / 8): ... | arviz-devs/arviz-stats | src/arviz_stats/numba/diagnostics.py | .py | 96cddae300aa02db | 7.64 | 18 |
"""Credible interval estimators."""
import warnings
import numpy as np
import xarray as xr
from arviz_base import rcParams
from numba import guvectorize
from xarray_einstats import _remove_indexes_to_reduce
__all__ = ["eti", "quantile"]
@guvectorize(
["void(float64[:], float64[:], float64[:])", "void(int64[:],... | arviz-devs/arviz-stats | src/arviz_stats/numba/intervals.py | .py | e88d7cddd1e2b053 | 7.64 | 18 |
"""Survival analysis utilities."""
import warnings
import numpy as np
from arviz_base import dict_to_dataset, extract
def kaplan_meier(
dt,
var_names,
):
"""Compute Kaplan-Meier survival curves for observed data.
Parameters
----------
dt: DataTree
DataTree with "posterior_predictive... | arviz-devs/arviz-stats | src/arviz_stats/survival.py | .py | b777ab9bd9b24004 | 7.64 | 18 |
"""ArviZ stats general utility functions."""
import warnings
from collections.abc import Hashable
from dataclasses import dataclass
from importlib import import_module
import numpy as np
import xarray as xr
from arviz_base import convert_to_dataset, rcParams
from xarray import DataArray
from arviz_stats.validate imp... | arviz-devs/arviz-stats | src/arviz_stats/utils.py | .py | 28f04337039b408c | 7.64 | 18 |
"""Validator functions for common arguments."""
from arviz_base import rcParams
def validate_dims(dims):
"""Validate `dims` argument.
Uses the default in rcParams and ensures the returned object is a list.
Parameters
----------
dims : str, sequence of hashable, or None
Returns
-------
... | arviz-devs/arviz-stats | src/arviz_stats/validate.py | .py | e9eff01d86c41fcd | 7.64 | 18 |
"""Tests for circular_utils."""
import numpy as np
from numpy.testing import assert_allclose
from arviz_stats.base.circular_utils import (
circular_diff,
circular_mean,
circular_sd,
circular_var,
mean_resultant_length,
)
def test_circular_diff_zero():
"""Test that difference of identical ang... | arviz-devs/arviz-stats | tests/base/test_circular_utils.py | .py | 10eafff67e0ba1f6 | 7.14 | 18 |
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