diff --git a/aws_lambda_powertools/metrics/base.py b/aws_lambda_powertools/metrics/base.py index 281070323d7..bfe88bf899b 100644 --- a/aws_lambda_powertools/metrics/base.py +++ b/aws_lambda_powertools/metrics/base.py @@ -9,14 +9,12 @@ from ..shared import constants from ..shared.functions import resolve_env_var_choice -from ..shared.lazy_import import LazyLoader from .exceptions import MetricUnitError, MetricValueError, SchemaValidationError -from .schema import CLOUDWATCH_EMF_SCHEMA -fastjsonschema = LazyLoader("fastjsonschema", globals(), "fastjsonschema") logger = logging.getLogger(__name__) MAX_METRICS = 100 +MAX_DIMENSIONS = 9 class MetricUnit(Enum): @@ -180,6 +178,12 @@ def serialize_metric_set(self, metrics: Dict = None, dimensions: Dict = None, me if self.service and not self.dimension_set.get("service"): self.dimension_set["service"] = self.service + if len(metrics) == 0: + raise SchemaValidationError("Must contain at least one metric.") + + if self.namespace is None: + raise SchemaValidationError("Must contain a metric namespace.") + logger.debug({"details": "Serializing metrics", "metrics": metrics, "dimensions": dimensions}) metric_names_and_units: List[Dict[str, str]] = [] # [ { "Name": "metric_name", "Unit": "Count" } ] @@ -209,12 +213,6 @@ def serialize_metric_set(self, metrics: Dict = None, dimensions: Dict = None, me **metric_names_and_values, # "single_metric": 1.0 } - try: - logger.debug("Validating serialized metrics against CloudWatch EMF schema") - fastjsonschema.validate(definition=CLOUDWATCH_EMF_SCHEMA, data=embedded_metrics_object) - except fastjsonschema.JsonSchemaException as e: - message = f"Invalid format. Error: {e.message}, Invalid item: {e.name}" # noqa: B306, E501 - raise SchemaValidationError(message) return embedded_metrics_object def add_dimension(self, name: str, value: str): @@ -234,7 +232,10 @@ def add_dimension(self, name: str, value: str): Dimension value """ logger.debug(f"Adding dimension: {name}:{value}") - + if len(self.dimension_set) == 9: + raise SchemaValidationError( + f"Maximum number of dimensions exceeded ({MAX_DIMENSIONS}): Unable to add dimension {name}." + ) # Cast value to str according to EMF spec # Majority of values are expected to be string already, so # checking before casting improves performance in most cases @@ -295,7 +296,7 @@ def __extract_metric_unit_value(self, unit: Union[str, MetricUnit]) -> str: if unit in self._metric_unit_options: unit = MetricUnit[unit].value - if unit not in self._metric_units: # str correta + if unit not in self._metric_units: raise MetricUnitError( f"Invalid metric unit '{unit}', expected either option: {self._metric_unit_options}" ) diff --git a/aws_lambda_powertools/metrics/metric.py b/aws_lambda_powertools/metrics/metric.py index 4451eb2d1d0..8e7ace1e5bd 100644 --- a/aws_lambda_powertools/metrics/metric.py +++ b/aws_lambda_powertools/metrics/metric.py @@ -102,8 +102,12 @@ def single_metric(name: str, unit: MetricUnit, value: float, namespace: str = No Raises ------ - e - Propagate error received + MetricUnitError + When metric metric isn't supported by CloudWatch + MetricValueError + When metric value isn't a number + SchemaValidationError + When metric object fails EMF schema validation """ metric_set = None try: @@ -112,4 +116,4 @@ def single_metric(name: str, unit: MetricUnit, value: float, namespace: str = No yield metric metric_set: Dict = metric.serialize_metric_set() finally: - print(json.dumps(metric_set)) + print(json.dumps(metric_set, separators=(",", ":"))) diff --git a/aws_lambda_powertools/metrics/metrics.py b/aws_lambda_powertools/metrics/metrics.py index 2ab6cb35b4a..4f53231b84f 100644 --- a/aws_lambda_powertools/metrics/metrics.py +++ b/aws_lambda_powertools/metrics/metrics.py @@ -57,13 +57,19 @@ def do_something(): Parameters ---------- - MetricManager : MetricManager - Inherits from `aws_lambda_powertools.metrics.base.MetricManager` + service : str, optional + service name to be used as metric dimension, by default "service_undefined" + namespace : str + Namespace for metrics Raises ------ - e - Propagate error received + MetricUnitError + When metric metric isn't supported by CloudWatch + MetricValueError + When metric value isn't a number + SchemaValidationError + When metric object fails EMF schema validation """ _metrics = {} @@ -150,7 +156,7 @@ def decorate(event, context): else: metrics = self.serialize_metric_set() self.clear_metrics() - print(json.dumps(metrics)) + print(json.dumps(metrics, separators=(",", ":"))) return response diff --git a/aws_lambda_powertools/metrics/schema.py b/aws_lambda_powertools/metrics/schema.py deleted file mode 100644 index 9d6a033c618..00000000000 --- a/aws_lambda_powertools/metrics/schema.py +++ /dev/null @@ -1,94 +0,0 @@ -# flake8: noqa -CLOUDWATCH_EMF_SCHEMA = { - "properties": { - "_aws": { - "$id": "#/properties/_aws", - "properties": { - "CloudWatchMetrics": { - "$id": "#/properties/_aws/properties/CloudWatchMetrics", - "items": { - "$id": "#/properties/_aws/properties/CloudWatchMetrics/items", - "properties": { - "Dimensions": { - "$id": "#/properties/_aws/properties/CloudWatchMetrics/items/properties/Dimensions", - "items": { - "$id": "#/properties/_aws/properties/CloudWatchMetrics/items/properties/Dimensions/items", - "items": { - "$id": "#/properties/_aws/properties/CloudWatchMetrics/items/properties/Dimensions/items/items", - "examples": ["Operation"], - "minItems": 1, - "pattern": "^(.*)$", - "title": "DimensionReference", - "type": "string", - }, - "maxItems": 9, - "minItems": 1, - "title": "DimensionSet", - "type": "array", - }, - "minItems": 1, - "title": "The " "Dimensions " "Schema", - "type": "array", - }, - "Metrics": { - "$id": "#/properties/_aws/properties/CloudWatchMetrics/items/properties/Metrics", - "items": { - "$id": "#/properties/_aws/properties/CloudWatchMetrics/items/properties/Metrics/items", - "minItems": 1, - "properties": { - "Name": { - "$id": "#/properties/_aws/properties/CloudWatchMetrics/items/properties/Metrics/items/properties/Name", - "examples": ["ProcessingLatency"], - "minLength": 1, - "pattern": "^(.*)$", - "title": "MetricName", - "type": "string", - }, - "Unit": { - "$id": "#/properties/_aws/properties/CloudWatchMetrics/items/properties/Metrics/items/properties/Unit", - "examples": ["Milliseconds"], - "pattern": "^(Seconds|Microseconds|Milliseconds|Bytes|Kilobytes|Megabytes|Gigabytes|Terabytes|Bits|Kilobits|Megabits|Gigabits|Terabits|Percent|Count|Bytes\\/Second|Kilobytes\\/Second|Megabytes\\/Second|Gigabytes\\/Second|Terabytes\\/Second|Bits\\/Second|Kilobits\\/Second|Megabits\\/Second|Gigabits\\/Second|Terabits\\/Second|Count\\/Second|None)$", - "title": "MetricUnit", - "type": "string", - }, - }, - "required": ["Name"], - "title": "MetricDefinition", - "type": "object", - }, - "minItems": 1, - "title": "MetricDefinitions", - "type": "array", - }, - "Namespace": { - "$id": "#/properties/_aws/properties/CloudWatchMetrics/items/properties/Namespace", - "examples": ["MyApp"], - "minLength": 1, - "pattern": "^(.*)$", - "title": "CloudWatch " "Metrics " "Namespace", - "type": "string", - }, - }, - "required": ["Namespace", "Dimensions", "Metrics"], - "title": "MetricDirective", - "type": "object", - }, - "title": "MetricDirectives", - "type": "array", - }, - "Timestamp": { - "$id": "#/properties/_aws/properties/Timestamp", - "examples": [1565375354953], - "title": "The Timestamp " "Schema", - "type": "integer", - }, - }, - "required": ["Timestamp", "CloudWatchMetrics"], - "title": "Metadata", - "type": "object", - } - }, - "required": ["_aws"], - "title": "Root Node", - "type": "object", -} diff --git a/poetry.lock b/poetry.lock index dadec35e65d..da93eb54a0c 100644 --- a/poetry.lock +++ b/poetry.lock @@ -44,16 +44,16 @@ wrapt = "*" [[package]] name = "bandit" -version = "1.6.2" +version = "1.7.0" description = "Security oriented static analyser for python code." category = "dev" optional = false -python-versions = "*" +python-versions = ">=3.5" [package.dependencies] colorama = {version = ">=0.3.9", markers = "platform_system == \"Windows\""} GitPython = ">=1.0.1" -PyYAML = ">=3.13" +PyYAML = ">=5.3.1" six = ">=1.10.0" stevedore = ">=1.20.0" @@ -79,45 +79,29 @@ d = ["aiohttp (>=3.3.2)", "aiohttp-cors"] [[package]] name = "boto3" -version = "1.16.23" +version = "1.17.20" description = "The AWS SDK for Python" category = "main" optional = false -python-versions = "*" +python-versions = ">= 2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*" [package.dependencies] -botocore = ">=1.19.23,<1.20.0" +botocore = ">=1.20.20,<1.21.0" jmespath = ">=0.7.1,<1.0.0" s3transfer = ">=0.3.0,<0.4.0" [[package]] name = "botocore" -version = "1.19.23" +version = "1.20.20" description = "Low-level, data-driven core of boto 3." category = "main" optional = false -python-versions = "*" +python-versions = ">= 2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*" [package.dependencies] jmespath = ">=0.7.1,<1.0.0" python-dateutil = ">=2.1,<3.0.0" -urllib3 = {version = ">=1.25.4,<1.27", markers = "python_version != \"3.4\""} - -[[package]] -name = "certifi" -version = "2020.11.8" -description = "Python package for providing Mozilla's CA Bundle." -category = "dev" -optional = false -python-versions = "*" - -[[package]] -name = "chardet" -version = "3.0.4" -description = "Universal encoding detector for Python 2 and 3" -category = "dev" -optional = false -python-versions = "*" +urllib3 = ">=1.25.4,<1.27" [[package]] name = "click" @@ -137,7 +121,7 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*" [[package]] name = "coverage" -version = "5.3" +version = "5.5" description = "Code coverage measurement for Python" category = "dev" optional = false @@ -159,7 +143,7 @@ python-versions = ">=3.6, <3.7" [[package]] name = "dnspython" -version = "2.0.0" +version = "2.1.0" description = "DNS toolkit" category = "main" optional = true @@ -194,7 +178,7 @@ python-versions = "*" [[package]] name = "fastjsonschema" -version = "2.14.5" +version = "2.15.0" description = "Fastest Python implementation of JSON schema" category = "main" optional = false @@ -231,7 +215,7 @@ flake8 = ">=3.0.0" [[package]] name = "flake8-bugbear" -version = "20.1.4" +version = "20.11.1" description = "A plugin for flake8 finding likely bugs and design problems in your program. Contains warnings that don't belong in pyflakes and pycodestyle." category = "dev" optional = false @@ -241,6 +225,9 @@ python-versions = ">=3.6" attrs = ">=19.2.0" flake8 = ">=3.0.0" +[package.extras] +dev = ["coverage", "black", "hypothesis", "hypothesmith"] + [[package]] name = "flake8-builtins" version = "1.5.3" @@ -257,11 +244,11 @@ test = ["coverage", "coveralls", "mock", "pytest", "pytest-cov"] [[package]] name = "flake8-comprehensions" -version = "3.3.0" +version = "3.3.1" description = "A flake8 plugin to help you write better list/set/dict comprehensions." category = "dev" optional = false -python-versions = ">=3.5" +python-versions = ">=3.6" [package.dependencies] flake8 = ">=3.0,<3.2.0 || >3.2.0,<4" @@ -356,7 +343,7 @@ smmap = ">=3.0.1,<4" [[package]] name = "gitpython" -version = "3.1.11" +version = "3.1.14" description = "Python Git Library" category = "dev" optional = false @@ -367,26 +354,27 @@ gitdb = ">=4.0.1,<5" [[package]] name = "idna" -version = "2.10" +version = "3.1" description = "Internationalized Domain Names in Applications (IDNA)" category = "main" -optional = false -python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" +optional = true +python-versions = ">=3.4" [[package]] name = "importlib-metadata" -version = "2.0.0" +version = "3.7.0" description = "Read metadata from Python packages" category = "main" optional = false -python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7" +python-versions = ">=3.6" [package.dependencies] +typing-extensions = {version = ">=3.6.4", markers = "python_version < \"3.8\""} zipp = ">=0.5" [package.extras] -docs = ["sphinx", "rst.linker"] -testing = ["packaging", "pep517", "importlib-resources (>=1.3)"] +docs = ["sphinx", "jaraco.packaging (>=8.2)", "rst.linker (>=1.9)"] +testing = ["pytest (>=3.5,!=3.7.3)", "pytest-checkdocs (>=1.2.3)", "pytest-flake8", "pytest-cov", "pytest-enabler", "packaging", "pep517", "pyfakefs", "flufl.flake8", "pytest-black (>=0.3.7)", "pytest-mypy", "importlib-resources (>=1.3)"] [[package]] name = "isort" @@ -429,7 +417,7 @@ python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*" [[package]] name = "joblib" -version = "1.0.0" +version = "1.0.1" description = "Lightweight pipelining with Python functions" category = "dev" optional = false @@ -437,18 +425,18 @@ python-versions = ">=3.6" [[package]] name = "jsonpickle" -version = "1.4.1" +version = "2.0.0" description = "Python library for serializing any arbitrary object graph into JSON" category = "main" optional = false python-versions = ">=2.7" [package.dependencies] -importlib-metadata = "*" +importlib-metadata = {version = "*", markers = "python_version < \"3.8\""} [package.extras] docs = ["sphinx", "jaraco.packaging (>=3.2)", "rst.linker (>=1.9)"] -testing = ["coverage (<5)", "pytest (>=3.5,!=3.7.3)", "pytest-checkdocs (>=1.2.3)", "pytest-flake8", "pytest-black-multipy", "pytest-cov", "ecdsa", "feedparser", "numpy", "pandas", "pymongo", "sqlalchemy", "enum34", "jsonlib"] +testing = ["coverage (<5)", "pytest (>=3.5,!=3.7.3)", "pytest-checkdocs (>=1.2.3)", "pytest-flake8", "pytest-black-multipy", "pytest-cov", "ecdsa", "feedparser", "numpy", "pandas", "pymongo", "sklearn", "sqlalchemy", "enum34", "jsonlib"] "testing.libs" = ["demjson", "simplejson", "ujson", "yajl"] [[package]] @@ -481,7 +469,7 @@ languages = ["nltk (>=3.2.5,<3.5)", "nltk (>=3.2.5)"] [[package]] name = "mako" -version = "1.1.3" +version = "1.1.4" description = "A super-fast templating language that borrows the best ideas from the existing templating languages." category = "dev" optional = false @@ -510,7 +498,7 @@ restructuredText = ["rst2ansi"] [[package]] name = "markdown" -version = "3.3.3" +version = "3.3.4" description = "Python implementation of Markdown." category = "dev" optional = false @@ -570,7 +558,7 @@ mkdocs = ">=0.17" [[package]] name = "mkdocs-material" -version = "6.2.7" +version = "6.2.8" description = "A Material Design theme for MkDocs" category = "dev" optional = false @@ -596,7 +584,7 @@ mkdocs-material = ">=5.0.0" [[package]] name = "more-itertools" -version = "8.6.0" +version = "8.7.0" description = "More routines for operating on iterables, beyond itertools" category = "dev" optional = false @@ -626,7 +614,7 @@ twitter = ["twython"] [[package]] name = "packaging" -version = "20.4" +version = "20.9" description = "Core utilities for Python packages" category = "dev" optional = false @@ -634,7 +622,6 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" [package.dependencies] pyparsing = ">=2.0.2" -six = "*" [[package]] name = "pathspec" @@ -680,7 +667,7 @@ dev = ["pre-commit", "tox"] [[package]] name = "py" -version = "1.9.0" +version = "1.10.0" description = "library with cross-python path, ini-parsing, io, code, log facilities" category = "dev" optional = false @@ -696,7 +683,7 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" [[package]] name = "pydantic" -version = "1.7.2" +version = "1.7.3" description = "Data validation and settings management using python 3.6 type hinting" category = "main" optional = true @@ -720,7 +707,7 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" [[package]] name = "pygments" -version = "2.7.4" +version = "2.8.0" description = "Pygments is a syntax highlighting package written in Python." category = "dev" optional = false @@ -784,14 +771,14 @@ testing = ["async_generator (>=1.3)", "coverage", "hypothesis (>=5.7.1)"] [[package]] name = "pytest-cov" -version = "2.10.1" +version = "2.11.1" description = "Pytest plugin for measuring coverage." category = "dev" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*" [package.dependencies] -coverage = ">=4.4" +coverage = ">=5.2.1" pytest = ">=4.6" [package.extras] @@ -824,11 +811,11 @@ six = ">=1.5" [[package]] name = "pyyaml" -version = "5.3.1" +version = "5.4.1" description = "YAML parser and emitter for Python" category = "dev" optional = false -python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*" +python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*" [[package]] name = "radon" @@ -857,25 +844,19 @@ python-versions = "*" [[package]] name = "requests" -version = "2.25.0" +version = "2.15.1" description = "Python HTTP for Humans." category = "dev" optional = false -python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*" - -[package.dependencies] -certifi = ">=2017.4.17" -chardet = ">=3.0.2,<4" -idna = ">=2.5,<3" -urllib3 = ">=1.21.1,<1.27" +python-versions = "*" [package.extras] -security = ["pyOpenSSL (>=0.14)", "cryptography (>=1.3.4)"] +security = ["cryptography (>=1.3.4)", "idna (>=2.0.0)", "pyOpenSSL (>=0.14)"] socks = ["PySocks (>=1.5.6,!=1.5.7)", "win-inet-pton"] [[package]] name = "s3transfer" -version = "0.3.3" +version = "0.3.4" description = "An Amazon S3 Transfer Manager" category = "main" optional = false @@ -894,7 +875,7 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*" [[package]] name = "smmap" -version = "3.0.4" +version = "3.0.5" description = "A pure Python implementation of a sliding window memory map manager" category = "dev" optional = false @@ -902,7 +883,7 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" [[package]] name = "stevedore" -version = "3.2.2" +version = "3.3.0" description = "Manage dynamic plugins for Python applications" category = "dev" optional = false @@ -914,7 +895,7 @@ pbr = ">=2.0.0,<2.1.0 || >2.1.0" [[package]] name = "testfixtures" -version = "6.15.0" +version = "6.17.1" description = "A collection of helpers and mock objects for unit tests and doc tests." category = "dev" optional = false @@ -943,7 +924,7 @@ python-versions = ">= 3.5" [[package]] name = "tqdm" -version = "4.56.0" +version = "4.58.0" description = "Fast, Extensible Progress Meter" category = "dev" optional = false @@ -955,7 +936,7 @@ telegram = ["requests"] [[package]] name = "typed-ast" -version = "1.4.1" +version = "1.4.2" description = "a fork of Python 2 and 3 ast modules with type comment support" category = "dev" optional = false @@ -966,12 +947,12 @@ name = "typing-extensions" version = "3.7.4.3" description = "Backported and Experimental Type Hints for Python 3.5+" category = "main" -optional = true +optional = false python-versions = "*" [[package]] name = "urllib3" -version = "1.26.2" +version = "1.26.3" description = "HTTP library with thread-safe connection pooling, file post, and more." category = "main" optional = false @@ -1029,7 +1010,7 @@ pydantic = ["pydantic", "typing_extensions", "email-validator"] [metadata] lock-version = "1.1" python-versions = "^3.6" -content-hash = "9c967dd4ada2788799ce868acf31c73849603495047390e4e94e88f8693e40ae" +content-hash = "c8b988d7cf8dda9209e5af324048ce0a56ae3ddbdd33457c9a4791ef89cb47d8" [metadata.files] appdirs = [ @@ -1049,28 +1030,20 @@ aws-xray-sdk = [ {file = "aws_xray_sdk-2.6.0-py2.py3-none-any.whl", hash = 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pytest.raises(SchemaValidationError, match="Must contain a metric namespace."): with single_metric(**metric) as my_metric: my_metric.add_dimension(**dimension) @@ -278,7 +278,7 @@ def test_schema_no_metrics(service, namespace): my_metrics = Metrics(service=service, namespace=namespace) # THEN it should fail validation and raise SchemaValidationError - with pytest.raises(SchemaValidationError, match=".*Metrics must contain at least 1 items"): + with pytest.raises(SchemaValidationError, match="Must contain at least one metric."): my_metrics.serialize_metric_set() @@ -288,7 +288,7 @@ def test_exceed_number_of_dimensions(metric, namespace): # WHEN we attempt to serialize them into a valid EMF object # THEN it should fail validation and raise SchemaValidationError - with pytest.raises(SchemaValidationError, match="must contain less than or equal to 9 items"): + with pytest.raises(SchemaValidationError, match="Maximum number of dimensions exceeded.*"): with single_metric(**metric, namespace=namespace) as my_metric: for dimension in dimensions: my_metric.add_dimension(**dimension) @@ -328,7 +328,7 @@ def lambda_handler(evt, context): # THEN the raised exception should be SchemaValidationError # and specifically about the lack of Metrics - with pytest.raises(SchemaValidationError, match=".*Metrics must contain at least 1 items"): + with pytest.raises(SchemaValidationError, match="Must contain at least one metric."): lambda_handler({}, {}) diff --git a/tests/performance/conftest.py b/tests/performance/conftest.py new file mode 100644 index 00000000000..30cb371ca87 --- /dev/null +++ b/tests/performance/conftest.py @@ -0,0 +1,18 @@ +import time +from contextlib import contextmanager +from typing import Generator + + +@contextmanager +def timing() -> Generator: + """ "Generator to quickly time operations. It can add 5ms so take that into account in elapsed time + + Examples + -------- + + with timing() as t: + print("something") + elapsed = t() + """ + start = time.perf_counter() + yield lambda: time.perf_counter() - start # gen as lambda to calculate elapsed time diff --git a/tests/performance/test_metrics.py b/tests/performance/test_metrics.py new file mode 100644 index 00000000000..bfbe67b60b1 --- /dev/null +++ b/tests/performance/test_metrics.py @@ -0,0 +1,87 @@ +import json +import time +from contextlib import contextmanager +from typing import Dict, Generator + +import pytest + +from aws_lambda_powertools import Metrics +from aws_lambda_powertools.metrics import MetricUnit +from aws_lambda_powertools.metrics import metrics as metrics_global + +# adjusted for slower machines in CI too +METRICS_VALIDATION_SLA: float = 0.0013 +METRICS_SERIALIZATION_SLA: float = 0.0013 + + +@contextmanager +def timing() -> Generator: + """ "Generator to quickly time operations. It can add 5ms so take that into account in elapsed time + + Examples + -------- + + with timing() as t: + print("something") + elapsed = t() + """ + start = time.perf_counter() + yield lambda: time.perf_counter() - start # gen as lambda to calculate elapsed time + + +@pytest.fixture(scope="function", autouse=True) +def reset_metric_set(): + metrics = Metrics() + metrics.clear_metrics() + metrics_global.is_cold_start = True # ensure each test has cold start + yield + + +@pytest.fixture +def namespace() -> str: + return "test_namespace" + + +@pytest.fixture +def metric() -> Dict[str, str]: + return {"name": "single_metric", "unit": MetricUnit.Count, "value": 1} + + +def add_max_metrics_before_serialization(metrics_instance: Metrics): + metrics_instance.add_dimension(name="test_dimension", value="test") + + for i in range(99): + metrics_instance.add_metric(name=f"metric_{i}", unit="Count", value=1) + + +@pytest.mark.perf +def test_metrics_large_operation_without_json_serialization_sla(namespace): + # GIVEN Metrics is initialized + my_metrics = Metrics(namespace=namespace) + + # WHEN we add and serialize 99 metrics + with timing() as t: + add_max_metrics_before_serialization(metrics_instance=my_metrics) + my_metrics.serialize_metric_set() + + # THEN completion time should be below our validation SLA + elapsed = t() + if elapsed > METRICS_VALIDATION_SLA: + pytest.fail(f"Metric validation should be below {METRICS_VALIDATION_SLA}s: {elapsed}") + + +@pytest.mark.perf +def test_metrics_large_operation_and_json_serialization_sla(namespace): + # GIVEN Metrics is initialized with validation disabled + my_metrics = Metrics(namespace=namespace) + + # WHEN we add and serialize 99 metrics + with timing() as t: + add_max_metrics_before_serialization(metrics_instance=my_metrics) + metrics = my_metrics.serialize_metric_set() + print(json.dumps(metrics, separators=(",", ":"))) + + # THEN completion time should be below our serialization SLA + elapsed = t() + if elapsed > METRICS_SERIALIZATION_SLA: + pytest.fail(f"Metric serialization should be below {METRICS_SERIALIZATION_SLA}s: {elapsed}")