forked from phoenix/litellm-mirror
init
This commit is contained in:
yujonglee
parent
668c894e9a
commit
d464b97810
3 changed files with 319 additions and 15 deletions
87
litellm/integrations/opentelemetry.py
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87
litellm/integrations/opentelemetry.py
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@ -0,0 +1,87 @@
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import os
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import litellm
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from litellm.integrations.custom_logger import CustomLogger
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from opentelemetry import trace
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from opentelemetry.trace import Status, StatusCode
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from opentelemetry.trace.propagation.tracecontext import TraceContextTextMapPropagator
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from opentelemetry.sdk.resources import Resource
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from opentelemetry.sdk.trace import TracerProvider
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from opentelemetry.exporter.otlp.proto.http.trace_exporter import OTLPSpanExporter
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from opentelemetry.sdk.trace.export import (
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BatchSpanProcessor,
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ConsoleSpanExporter,
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)
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LITELLM_TRACER_NAME = "litellm"
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LITELLM_RESOURCE = {"service.name": "litellm"}
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MOCK_TRACE_PARENT = {"traceparent": "SOMETHING_FROM_PROXY_REQUEST"}
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MOCK_SPAN_NAME = "TODO"
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class OpenTelemetry(CustomLogger):
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def __init__(self):
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provider = TracerProvider(resource=Resource(attributes=LITELLM_RESOURCE))
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provider.add_span_processor(self.get_span_processor())
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trace.set_tracer_provider(provider)
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self.tracer = trace.get_tracer(LITELLM_TRACER_NAME)
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def log_success_event(self, kwargs, response_obj, start_time, end_time):
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self._handle_sucess(kwargs, response_obj, start_time, end_time)
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def log_failure_event(self, kwargs, response_obj, start_time, end_time):
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self._handle_failure(kwargs, response_obj, start_time, end_time)
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async def async_log_success_event(self, kwargs, response_obj, start_time, end_time):
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self._handle_sucess(kwargs, response_obj, start_time, end_time)
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async def async_log_failure_event(self, kwargs, response_obj, start_time, end_time):
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self._handle_failure(kwargs, response_obj, start_time, end_time)
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def _handle_sucess(self, kwargs, response_obj, start_time, end_time):
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span = self.tracer.start_span(
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MOCK_SPAN_NAME,
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start_time=self._to_ns(start_time),
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context=TraceContextTextMapPropagator().extract(carrier=MOCK_TRACE_PARENT),
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)
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span.set_status(Status(StatusCode.OK))
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self._set_attributes(span, kwargs, response_obj)
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span.end(end_time=self._to_ns(end_time))
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def _handle_failure(self, kwargs, response_obj, start_time, end_time):
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span = self.tracer.start_span(
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MOCK_SPAN_NAME,
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start_time=self._to_ns(start_time),
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context=TraceContextTextMapPropagator().extract(carrier=MOCK_TRACE_PARENT),
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)
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span.set_status(Status(StatusCode.ERROR))
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self._set_attributes(span, kwargs, response_obj)
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span.end(end_time=self._to_ns(end_time))
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def _to_ns(self, dt):
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return int(dt.timestamp() * 1e9)
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def _set_attributes(self, span, kwargs, response_obj):
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keys = ["model", "api_base", "api_version"]
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for key in keys:
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if key in kwargs:
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span.set_attribute("model", kwargs[key])
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def get_span_processor(self):
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if litellm.set_verbose:
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BatchSpanProcessor(ConsoleSpanExporter())
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else:
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BatchSpanProcessor(
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OTLPSpanExporter(
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endpoint=os.getenv("OTEL_ENDPOINT"),
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headers={
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"Authorization": f"Bearer {os.getenv('OTEL_BEARER_TOKEN')}"
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},
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)
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)
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244
poetry.lock
generated
244
poetry.lock
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@ -1,4 +1,4 @@
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# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand.
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# This file is automatically @generated by Poetry 1.6.1 and should not be changed by hand.
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[[package]]
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name = "aiohttp"
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@ -605,6 +605,23 @@ ssh = ["bcrypt (>=3.1.5)"]
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test = ["certifi", "pretend", "pytest (>=6.2.0)", "pytest-benchmark", "pytest-cov", "pytest-xdist"]
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test-randomorder = ["pytest-randomly"]
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[[package]]
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name = "deprecated"
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version = "1.2.14"
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description = "Python @deprecated decorator to deprecate old python classes, functions or methods."
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optional = false
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python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
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files = [
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{file = "Deprecated-1.2.14-py2.py3-none-any.whl", hash = "sha256:6fac8b097794a90302bdbb17b9b815e732d3c4720583ff1b198499d78470466c"},
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{file = "Deprecated-1.2.14.tar.gz", hash = "sha256:e5323eb936458dccc2582dc6f9c322c852a775a27065ff2b0c4970b9d53d01b3"},
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]
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[package.dependencies]
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wrapt = ">=1.10,<2"
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[package.extras]
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dev = ["PyTest", "PyTest-Cov", "bump2version (<1)", "sphinx (<2)", "tox"]
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[[package]]
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name = "distro"
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version = "1.9.0"
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@ -958,7 +975,7 @@ protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4
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name = "googleapis-common-protos"
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version = "1.63.0"
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description = "Common protobufs used in Google APIs"
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optional = true
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optional = false
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python-versions = ">=3.7"
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files = [
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{file = "googleapis-common-protos-1.63.0.tar.gz", hash = "sha256:17ad01b11d5f1d0171c06d3ba5c04c54474e883b66b949722b4938ee2694ef4e"},
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@ -992,7 +1009,7 @@ protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.1 || >4.21.1,<4
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name = "grpcio"
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version = "1.64.0"
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description = "HTTP/2-based RPC framework"
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optional = true
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optional = false
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python-versions = ">=3.8"
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files = [
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{file = "grpcio-1.64.0-cp310-cp310-linux_armv7l.whl", hash = "sha256:3b09c3d9de95461214a11d82cc0e6a46a6f4e1f91834b50782f932895215e5db"},
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@ -1609,6 +1626,134 @@ typing-extensions = ">=4.7,<5"
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[package.extras]
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datalib = ["numpy (>=1)", "pandas (>=1.2.3)", "pandas-stubs (>=1.1.0.11)"]
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[[package]]
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name = "opentelemetry-api"
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version = "1.25.0"
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description = "OpenTelemetry Python API"
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optional = false
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python-versions = ">=3.8"
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files = [
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{file = "opentelemetry_api-1.25.0-py3-none-any.whl", hash = "sha256:757fa1aa020a0f8fa139f8959e53dec2051cc26b832e76fa839a6d76ecefd737"},
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{file = "opentelemetry_api-1.25.0.tar.gz", hash = "sha256:77c4985f62f2614e42ce77ee4c9da5fa5f0bc1e1821085e9a47533a9323ae869"},
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]
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[package.dependencies]
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deprecated = ">=1.2.6"
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importlib-metadata = ">=6.0,<=7.1"
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[[package]]
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name = "opentelemetry-exporter-otlp"
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version = "1.25.0"
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description = "OpenTelemetry Collector Exporters"
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optional = false
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python-versions = ">=3.8"
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files = [
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{file = "opentelemetry_exporter_otlp-1.25.0-py3-none-any.whl", hash = "sha256:d67a831757014a3bc3174e4cd629ae1493b7ba8d189e8a007003cacb9f1a6b60"},
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{file = "opentelemetry_exporter_otlp-1.25.0.tar.gz", hash = "sha256:ce03199c1680a845f82e12c0a6a8f61036048c07ec7a0bd943142aca8fa6ced0"},
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]
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[package.dependencies]
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opentelemetry-exporter-otlp-proto-grpc = "1.25.0"
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opentelemetry-exporter-otlp-proto-http = "1.25.0"
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[[package]]
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name = "opentelemetry-exporter-otlp-proto-common"
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version = "1.25.0"
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description = "OpenTelemetry Protobuf encoding"
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optional = false
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python-versions = ">=3.8"
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files = [
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{file = "opentelemetry_exporter_otlp_proto_common-1.25.0-py3-none-any.whl", hash = "sha256:15637b7d580c2675f70246563363775b4e6de947871e01d0f4e3881d1848d693"},
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{file = "opentelemetry_exporter_otlp_proto_common-1.25.0.tar.gz", hash = "sha256:c93f4e30da4eee02bacd1e004eb82ce4da143a2f8e15b987a9f603e0a85407d3"},
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]
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[package.dependencies]
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opentelemetry-proto = "1.25.0"
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[[package]]
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name = "opentelemetry-exporter-otlp-proto-grpc"
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version = "1.25.0"
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description = "OpenTelemetry Collector Protobuf over gRPC Exporter"
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optional = false
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python-versions = ">=3.8"
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files = [
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{file = "opentelemetry_exporter_otlp_proto_grpc-1.25.0-py3-none-any.whl", hash = "sha256:3131028f0c0a155a64c430ca600fd658e8e37043cb13209f0109db5c1a3e4eb4"},
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{file = "opentelemetry_exporter_otlp_proto_grpc-1.25.0.tar.gz", hash = "sha256:c0b1661415acec5af87625587efa1ccab68b873745ca0ee96b69bb1042087eac"},
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]
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[package.dependencies]
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deprecated = ">=1.2.6"
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googleapis-common-protos = ">=1.52,<2.0"
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grpcio = ">=1.0.0,<2.0.0"
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opentelemetry-api = ">=1.15,<2.0"
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opentelemetry-exporter-otlp-proto-common = "1.25.0"
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opentelemetry-proto = "1.25.0"
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opentelemetry-sdk = ">=1.25.0,<1.26.0"
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[[package]]
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name = "opentelemetry-exporter-otlp-proto-http"
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version = "1.25.0"
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description = "OpenTelemetry Collector Protobuf over HTTP Exporter"
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optional = false
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python-versions = ">=3.8"
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files = [
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{file = "opentelemetry_exporter_otlp_proto_http-1.25.0-py3-none-any.whl", hash = "sha256:2eca686ee11b27acd28198b3ea5e5863a53d1266b91cda47c839d95d5e0541a6"},
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{file = "opentelemetry_exporter_otlp_proto_http-1.25.0.tar.gz", hash = "sha256:9f8723859e37c75183ea7afa73a3542f01d0fd274a5b97487ea24cb683d7d684"},
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]
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[package.dependencies]
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deprecated = ">=1.2.6"
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googleapis-common-protos = ">=1.52,<2.0"
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opentelemetry-api = ">=1.15,<2.0"
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opentelemetry-exporter-otlp-proto-common = "1.25.0"
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opentelemetry-proto = "1.25.0"
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opentelemetry-sdk = ">=1.25.0,<1.26.0"
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requests = ">=2.7,<3.0"
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[[package]]
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name = "opentelemetry-proto"
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version = "1.25.0"
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description = "OpenTelemetry Python Proto"
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optional = false
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python-versions = ">=3.8"
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files = [
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{file = "opentelemetry_proto-1.25.0-py3-none-any.whl", hash = "sha256:f07e3341c78d835d9b86665903b199893befa5e98866f63d22b00d0b7ca4972f"},
|
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{file = "opentelemetry_proto-1.25.0.tar.gz", hash = "sha256:35b6ef9dc4a9f7853ecc5006738ad40443701e52c26099e197895cbda8b815a3"},
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]
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[package.dependencies]
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protobuf = ">=3.19,<5.0"
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[[package]]
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name = "opentelemetry-sdk"
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version = "1.25.0"
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description = "OpenTelemetry Python SDK"
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optional = false
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python-versions = ">=3.8"
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files = [
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{file = "opentelemetry_sdk-1.25.0-py3-none-any.whl", hash = "sha256:d97ff7ec4b351692e9d5a15af570c693b8715ad78b8aafbec5c7100fe966b4c9"},
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{file = "opentelemetry_sdk-1.25.0.tar.gz", hash = "sha256:ce7fc319c57707ef5bf8b74fb9f8ebdb8bfafbe11898410e0d2a761d08a98ec7"},
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]
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[package.dependencies]
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opentelemetry-api = "1.25.0"
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opentelemetry-semantic-conventions = "0.46b0"
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typing-extensions = ">=3.7.4"
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[[package]]
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name = "opentelemetry-semantic-conventions"
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version = "0.46b0"
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description = "OpenTelemetry Semantic Conventions"
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optional = false
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python-versions = ">=3.8"
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files = [
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{file = "opentelemetry_semantic_conventions-0.46b0-py3-none-any.whl", hash = "sha256:6daef4ef9fa51d51855d9f8e0ccd3a1bd59e0e545abe99ac6203804e36ab3e07"},
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{file = "opentelemetry_semantic_conventions-0.46b0.tar.gz", hash = "sha256:fbc982ecbb6a6e90869b15c1673be90bd18c8a56ff1cffc0864e38e2edffaefa"},
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]
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[package.dependencies]
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opentelemetry-api = "1.25.0"
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[[package]]
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name = "orjson"
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version = "3.10.3"
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@ -1782,7 +1927,7 @@ testing = ["google-api-core[grpc] (>=1.31.5)"]
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name = "protobuf"
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version = "4.25.3"
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description = ""
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optional = true
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optional = false
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python-versions = ">=3.8"
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files = [
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{file = "protobuf-4.25.3-cp310-abi3-win32.whl", hash = "sha256:d4198877797a83cbfe9bffa3803602bbe1625dc30d8a097365dbc762e5790faa"},
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@ -2114,7 +2259,6 @@ files = [
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{file = "PyYAML-6.0.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:69b023b2b4daa7548bcfbd4aa3da05b3a74b772db9e23b982788168117739938"},
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{file = "PyYAML-6.0.1-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:81e0b275a9ecc9c0c0c07b4b90ba548307583c125f54d5b6946cfee6360c733d"},
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||||
{file = "PyYAML-6.0.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ba336e390cd8e4d1739f42dfe9bb83a3cc2e80f567d8805e11b46f4a943f5515"},
|
||||
{file = "PyYAML-6.0.1-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:326c013efe8048858a6d312ddd31d56e468118ad4cdeda36c719bf5bb6192290"},
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||||
{file = "PyYAML-6.0.1-cp310-cp310-win32.whl", hash = "sha256:bd4af7373a854424dabd882decdc5579653d7868b8fb26dc7d0e99f823aa5924"},
|
||||
{file = "PyYAML-6.0.1-cp310-cp310-win_amd64.whl", hash = "sha256:fd1592b3fdf65fff2ad0004b5e363300ef59ced41c2e6b3a99d4089fa8c5435d"},
|
||||
{file = "PyYAML-6.0.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:6965a7bc3cf88e5a1c3bd2e0b5c22f8d677dc88a455344035f03399034eb3007"},
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|
|
@ -2122,15 +2266,8 @@ files = [
|
|||
{file = "PyYAML-6.0.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:42f8152b8dbc4fe7d96729ec2b99c7097d656dc1213a3229ca5383f973a5ed6d"},
|
||||
{file = "PyYAML-6.0.1-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:062582fca9fabdd2c8b54a3ef1c978d786e0f6b3a1510e0ac93ef59e0ddae2bc"},
|
||||
{file = "PyYAML-6.0.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d2b04aac4d386b172d5b9692e2d2da8de7bfb6c387fa4f801fbf6fb2e6ba4673"},
|
||||
{file = "PyYAML-6.0.1-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:e7d73685e87afe9f3b36c799222440d6cf362062f78be1013661b00c5c6f678b"},
|
||||
{file = "PyYAML-6.0.1-cp311-cp311-win32.whl", hash = "sha256:1635fd110e8d85d55237ab316b5b011de701ea0f29d07611174a1b42f1444741"},
|
||||
{file = "PyYAML-6.0.1-cp311-cp311-win_amd64.whl", hash = "sha256:bf07ee2fef7014951eeb99f56f39c9bb4af143d8aa3c21b1677805985307da34"},
|
||||
{file = "PyYAML-6.0.1-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:855fb52b0dc35af121542a76b9a84f8d1cd886ea97c84703eaa6d88e37a2ad28"},
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||||
{file = "PyYAML-6.0.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:40df9b996c2b73138957fe23a16a4f0ba614f4c0efce1e9406a184b6d07fa3a9"},
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||||
{file = "PyYAML-6.0.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6c22bec3fbe2524cde73d7ada88f6566758a8f7227bfbf93a408a9d86bcc12a0"},
|
||||
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|
@ -2147,7 +2284,6 @@ files = [
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|
@ -2155,7 +2291,6 @@ files = [
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@ -3025,6 +3160,85 @@ files = [
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||||
[[package]]
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||||
name = "wrapt"
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||||
version = "1.16.0"
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||||
description = "Module for decorators, wrappers and monkey patching."
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optional = false
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python-versions = ">=3.6"
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|
||||
{file = "wrapt-1.16.0-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:5f15814a33e42b04e3de432e573aa557f9f0f56458745c2074952f564c50e664"},
|
||||
{file = "wrapt-1.16.0-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:db2e408d983b0e61e238cf579c09ef7020560441906ca990fe8412153e3b291f"},
|
||||
{file = "wrapt-1.16.0-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:edfad1d29c73f9b863ebe7082ae9321374ccb10879eeabc84ba3b69f2579d537"},
|
||||
{file = "wrapt-1.16.0-cp39-cp39-win32.whl", hash = "sha256:ed867c42c268f876097248e05b6117a65bcd1e63b779e916fe2e33cd6fd0d3c3"},
|
||||
{file = "wrapt-1.16.0-cp39-cp39-win_amd64.whl", hash = "sha256:eb1b046be06b0fce7249f1d025cd359b4b80fc1c3e24ad9eca33e0dcdb2e4a35"},
|
||||
{file = "wrapt-1.16.0-py3-none-any.whl", hash = "sha256:6906c4100a8fcbf2fa735f6059214bb13b97f75b1a61777fcf6432121ef12ef1"},
|
||||
{file = "wrapt-1.16.0.tar.gz", hash = "sha256:5f370f952971e7d17c7d1ead40e49f32345a7f7a5373571ef44d800d06b1899d"},
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "yarl"
|
||||
version = "1.9.4"
|
||||
|
|
@ -3150,4 +3364,4 @@ proxy = ["PyJWT", "apscheduler", "backoff", "cryptography", "fastapi", "fastapi-
|
|||
[metadata]
|
||||
lock-version = "2.0"
|
||||
python-versions = ">=3.8.1,<4.0, !=3.9.7"
|
||||
content-hash = "a54d969a1a707413e7cd3ce869d14ef73dd41bb9d36ebf0fb878d9e929bc15b3"
|
||||
content-hash = "eb82e7bfb70394aa130aa5bb062096f5e4a7f225fd6974463b8e41a20fb9b29e"
|
||||
|
|
|
|||
|
|
@ -40,6 +40,9 @@ azure-identity = {version = "^1.15.0", optional = true}
|
|||
azure-keyvault-secrets = {version = "^4.8.0", optional = true}
|
||||
google-cloud-kms = {version = "^2.21.3", optional = true}
|
||||
resend = {version = "^0.8.0", optional = true}
|
||||
opentelemetry-api = "^1.25.0"
|
||||
opentelemetry-sdk = "^1.25.0"
|
||||
opentelemetry-exporter-otlp = "^1.25.0"
|
||||
|
||||
[tool.poetry.extras]
|
||||
proxy = [
|
||||
|
|
|
|||
Loading…
Add table
Add a link
Reference in a new issue