Instructions to use dl1wjd2/Logistics_AX with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- ultralytics
How to use dl1wjd2/Logistics_AX with ultralytics:
from huggingface_hub import hf_hub_download from ultralytics import YOLO # pick the weights file from this repo's "Files and versions" tab weights = hf_hub_download("dl1wjd2/Logistics_AX", "<weights>.pt") model = YOLO(weights) source = 'http://images.cocodataset.org/val2017/000000039769.jpg' model.predict(source=source, save=True) - Notebooks
- Google Colab
- Kaggle
File size: 7,438 Bytes
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import dataclasses
import os
import typing
from ._models import Headers
from ._types import CertTypes, HeaderTypes, TimeoutTypes
from ._urls import URL
if typing.TYPE_CHECKING:
import ssl # pragma: no cover
__all__ = ["Limits", "Proxy", "Timeout", "create_ssl_context"]
class UnsetType:
pass # pragma: no cover
UNSET = UnsetType()
def create_ssl_context(
verify: ssl.SSLContext | str | bool = True,
cert: CertTypes | None = None,
trust_env: bool = True,
) -> ssl.SSLContext:
import ssl
import warnings
import httpcore2
if verify is True:
ctx = httpcore2.default_ssl_context(_trust_env=trust_env)
elif verify is False:
ctx = ssl.SSLContext(ssl.PROTOCOL_TLS_CLIENT)
ctx.check_hostname = False
ctx.verify_mode = ssl.CERT_NONE
elif isinstance(verify, str):
if cert:
raise TypeError(
"`verify=<str>` cannot be combined with `cert=...`. "
"Build an `ssl.SSLContext` and pass it as `verify=<ctx>`, "
"using `.load_cert_chain()` to configure the certificate chain."
)
message = (
"`verify=<str>` is deprecated. "
"Use `verify=ssl.create_default_context(cafile=...)` "
"or `verify=ssl.create_default_context(capath=...)` instead."
)
warnings.warn(message, DeprecationWarning)
if os.path.isdir(verify): # pragma: no cover
return ssl.create_default_context(capath=verify)
return ssl.create_default_context(cafile=verify)
else:
ctx = verify
if cert: # pragma: no cover
message = (
"`cert=...` is deprecated. Use `verify=<ssl_context>` instead,"
"with `.load_cert_chain()` to configure the certificate chain."
)
warnings.warn(message, DeprecationWarning)
if isinstance(cert, str):
ctx.load_cert_chain(cert)
else:
ctx.load_cert_chain(*cert)
return ctx
@dataclasses.dataclass(init=False, repr=False)
class Timeout:
"""
Timeout configuration.
**Usage**:
Timeout(None) # No timeouts.
Timeout(5.0) # 5s timeout on all operations.
Timeout(None, connect=5.0) # 5s timeout on connect, no other timeouts.
Timeout(5.0, connect=10.0) # 10s timeout on connect. 5s timeout elsewhere.
Timeout(5.0, pool=None) # No timeout on acquiring connection from pool.
# 5s timeout elsewhere.
"""
connect: float | None
read: float | None
write: float | None
pool: float | None
def __init__(
self,
timeout: TimeoutTypes | UnsetType = UNSET,
*,
connect: None | float | UnsetType = UNSET,
read: None | float | UnsetType = UNSET,
write: None | float | UnsetType = UNSET,
pool: None | float | UnsetType = UNSET,
) -> None:
if isinstance(timeout, Timeout):
# Passed as a single explicit Timeout.
assert connect is UNSET
assert read is UNSET
assert write is UNSET
assert pool is UNSET
self.connect = timeout.connect
self.read = timeout.read
self.write = timeout.write
self.pool = timeout.pool
elif isinstance(timeout, tuple):
# Passed as a tuple.
self.connect = timeout[0]
self.read = timeout[1]
self.write = None if len(timeout) < 3 else timeout[2]
self.pool = None if len(timeout) < 4 else timeout[3]
elif not (
isinstance(connect, UnsetType)
or isinstance(read, UnsetType)
or isinstance(write, UnsetType)
or isinstance(pool, UnsetType)
):
self.connect = connect
self.read = read
self.write = write
self.pool = pool
else:
if isinstance(timeout, UnsetType):
raise ValueError("httpx2.Timeout must either include a default, or set all four parameters explicitly.")
self.connect = timeout if isinstance(connect, UnsetType) else connect
self.read = timeout if isinstance(read, UnsetType) else read
self.write = timeout if isinstance(write, UnsetType) else write
self.pool = timeout if isinstance(pool, UnsetType) else pool
def as_dict(self) -> dict[str, float | None]:
return {
"connect": self.connect,
"read": self.read,
"write": self.write,
"pool": self.pool,
}
def __repr__(self) -> str:
class_name = self.__class__.__name__
if len({self.connect, self.read, self.write, self.pool}) == 1:
return f"{class_name}(timeout={self.connect})"
return f"{class_name}(connect={self.connect}, read={self.read}, write={self.write}, pool={self.pool})"
@dataclasses.dataclass(kw_only=True)
class Limits:
"""
Configuration for limits to various client behaviors.
**Parameters:**
* **max_connections** - The maximum number of concurrent connections that may be
established.
* **max_keepalive_connections** - Allow the connection pool to maintain
keep-alive connections below this point. Should be less than or equal
to `max_connections`.
* **keepalive_expiry** - Time limit on idle keep-alive connections in seconds.
"""
max_connections: int | None = None
max_keepalive_connections: int | None = None
keepalive_expiry: float | None = 5.0
class Proxy:
def __init__(
self,
url: URL | str,
*,
ssl_context: ssl.SSLContext | None = None,
auth: tuple[str, str] | None = None,
headers: HeaderTypes | None = None,
) -> None:
url = URL(url)
headers = Headers(headers)
if url.scheme not in ("http", "https", "socks5", "socks5h"):
raise ValueError(f"Unknown scheme for proxy URL {url!r}")
if url.username or url.password:
# Remove any auth credentials from the URL.
auth = (url.username, url.password)
url = url.copy_with(username=None, password=None)
self.url = url
self.auth = auth
self.headers = headers
self.ssl_context = ssl_context
@property
def raw_auth(self) -> tuple[bytes, bytes] | None:
# The proxy authentication as raw bytes.
return None if self.auth is None else (self.auth[0].encode("utf-8"), self.auth[1].encode("utf-8"))
def __repr__(self) -> str:
# The authentication is represented with the password component masked.
auth = (self.auth[0], "********") if self.auth else None
# Build a nice concise representation.
url_str = f"{str(self.url)!r}"
auth_str = f", auth={auth!r}" if auth else ""
headers_str = f", headers={dict(self.headers)!r}" if self.headers else ""
return f"Proxy({url_str}{auth_str}{headers_str})"
DEFAULT_TIMEOUT_CONFIG = Timeout(timeout=5.0)
DEFAULT_LIMITS = Limits(max_connections=100, max_keepalive_connections=20)
DEFAULT_MAX_REDIRECTS = 20
DEFAULT_MAX_EVENT_SIZE_BYTES = 1024 * 1024
DEFAULT_MAX_MESSAGE_SIZE_BYTES = 65_536
DEFAULT_QUEUE_SIZE = 512
DEFAULT_KEEPALIVE_PING_INTERVAL_SECONDS = 20.0
DEFAULT_KEEPALIVE_PING_TIMEOUT_SECONDS = 20.0
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