mirror of
https://github.com/deepset-ai/haystack.git
synced 2025-12-31 17:17:31 +00:00
6d578ebf3d
* remove telemetry v1 * more pipeline methods to take out * send_event_2 * mypy * pylint * mypy * mypy again * remove test
109 lines
4.1 KiB
Python
109 lines
4.1 KiB
Python
# pylint: disable=global-statement
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import logging
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import os
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import platform
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import sys
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from typing import Any, Dict, Optional
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import torch
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import transformers
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from haystack import __version__
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# Any remote API (OpenAI, Cohere etc.)
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HAYSTACK_REMOTE_API_BACKOFF_SEC = "HAYSTACK_REMOTE_API_BACKOFF_SEC"
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HAYSTACK_REMOTE_API_MAX_RETRIES = "HAYSTACK_REMOTE_API_MAX_RETRIES"
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HAYSTACK_REMOTE_API_TIMEOUT_SEC = "HAYSTACK_REMOTE_API_TIMEOUT_SEC"
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HAYSTACK_PROMPT_TEMPLATE_ALLOWED_FUNCTIONS = "HAYSTACK_PROMPT_TEMPLATE_ALLOWED_FUNCTIONS"
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logger = logging.getLogger(__name__)
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# IS_DOCKER cache copy
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IS_DOCKER_CACHE = None
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def set_pytorch_secure_model_loading(flag_val="1"):
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# To load secure only model pytorch requires value of
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# TORCH_FORCE_WEIGHTS_ONLY_LOAD to be ["1", "y", "yes", "true"]
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os_flag_val = os.getenv("TORCH_FORCE_WEIGHTS_ONLY_LOAD")
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if os_flag_val is None:
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os.environ["TORCH_FORCE_WEIGHTS_ONLY_LOAD"] = flag_val
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else:
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logger.info("TORCH_FORCE_WEIGHTS_ONLY_LOAD is already set to %s, Haystack will use the same.", os_flag_val)
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def in_podman() -> bool:
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"""
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Podman run would create the file /run/.containernv, see:
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https://github.com/containers/podman/blob/main/docs/source/markdown/podman-run.1.md.in#L31
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"""
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return os.path.exists("/run/.containerenv")
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def has_dockerenv() -> bool:
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"""
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This might not work anymore at some point (even if it's been a while now), see:
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https://github.com/moby/moby/issues/18355#issuecomment-220484748
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"""
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return os.path.exists("/.dockerenv")
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def has_docker_cgroup_v1() -> bool:
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"""
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This only works with cgroups v1
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"""
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path = "/proc/self/cgroup" # 'self' should be always symlinked to the actual PID
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return os.path.isfile(path) and any("docker" in line for line in open(path))
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def has_docker_cgroup_v2() -> bool:
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"""
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cgroups v2 version, inspired from
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https://github.com/jenkinsci/docker-workflow-plugin/blob/master/src/main/java/org/jenkinsci/plugins/docker/workflow/client/DockerClient.java
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"""
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path = "/proc/self/mountinfo" # 'self' should be always symlinked to the actual PID
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return os.path.isfile(path) and any("/docker/containers/" in line for line in open(path))
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def is_containerized() -> Optional[bool]:
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"""
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This code is based on the popular 'is-docker' package for node.js
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"""
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global IS_DOCKER_CACHE
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if IS_DOCKER_CACHE is None:
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IS_DOCKER_CACHE = in_podman() or has_dockerenv() or has_docker_cgroup_v1() or has_docker_cgroup_v2()
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return IS_DOCKER_CACHE
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def collect_static_system_specs() -> Dict[str, Any]:
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"""
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Collects meta data about the setup that is used with Haystack, such as:
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operating system, python version, Haystack version, transformers version,
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pytorch version, number of GPUs, execution environment.
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"""
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return {
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"libraries.haystack": __version__,
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"libraries.transformers": transformers.__version__ if "transformers" in sys.modules.keys() else False,
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"libraries.torch": torch.__version__ if "torch" in sys.modules.keys() else False,
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"libraries.cuda": torch.version.cuda if "torch" in sys.modules.keys() and torch.cuda.is_available() else False,
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"os.containerized": is_containerized(),
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# FIXME review these
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"os.version": platform.release(),
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"os.family": platform.system(),
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"os.machine": platform.machine(),
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"python.version": platform.python_version(), # FIXME verify
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"hardware.cpus": os.cpu_count(), # FIXME verify
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"hardware.gpus": torch.cuda.device_count() if torch.cuda.is_available() else 0, # probably ok
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}
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def collect_dynamic_system_specs() -> Dict[str, Any]:
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return {
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"libraries.pytest": sys.modules["pytest"].__version__ if "pytest" in sys.modules.keys() else False,
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"libraries.ray": sys.modules["ray"].__version__ if "ray" in sys.modules.keys() else False,
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"libraries.ipython": sys.modules["ipython"].__version__ if "ipython" in sys.modules.keys() else False,
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"libraries.colab": sys.modules["google.colab"].__version__ if "google.colab" in sys.modules.keys() else False,
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}
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