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opensearch-pyd/test_elasticsearch/test_server/test_rest_api_spec.py
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# Licensed to Elasticsearch B.V. under one or more contributor
# license agreements. See the NOTICE file distributed with
# this work for additional information regarding copyright
# ownership. Elasticsearch B.V. licenses this file to you under
# the Apache License, Version 2.0 (the "License"); you may
# not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
# KIND, either express or implied. See the License for the
# specific language governing permissions and limitations
# under the License.
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"""
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Dynamically generated set of TestCases based on set of yaml files describing
some integration tests. These files are shared among all official Elasticsearch
clients.
"""
import io
import json
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import os
import re
import sys
import warnings
import zipfile
import pytest
import urllib3
import yaml
from elasticsearch import ElasticsearchWarning, RequestError, TransportError
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from elasticsearch.compat import string_types
from elasticsearch.helpers.test import _get_version
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from . import get_client
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# some params had to be changed in python, keep track of them so we can rename
# those in the tests accordingly
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PARAMS_RENAMES = {"type": "doc_type", "from": "from_"}
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# mapping from catch values to http status codes
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CATCH_CODES = {"missing": 404, "conflict": 409, "unauthorized": 401}
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# test features we have implemented
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IMPLEMENTED_FEATURES = {
"gtelte",
"stash_in_path",
"headers",
"catch_unauthorized",
"default_shards",
"warnings",
"allowed_warnings",
"contains",
"arbitrary_key",
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}
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# broken YAML tests on some releases
SKIP_TESTS = {
"ml/post_data[1]",
"ml/post_data[2]",
"ml/post_data[3]",
"ml/post_data[4]",
"ml/post_data[5]",
"ml/post_data[6]",
"ml/get_trained_model_stats[1]",
"ml/get_trained_model_stats[2]",
"ml/get_trained_model_stats[3]",
"ml/set_upgrade_mode[1]",
"ml/set_upgrade_mode[2]",
"ml/set_upgrade_mode[3]",
"ml/jobs_get_stats[0]",
"ml/jobs_get_stats[1]",
"ml/jobs_get_stats[2]",
"ml/jobs_get_stats[3]",
"ml/jobs_get_stats[4]",
"ml/jobs_get_stats[5]",
"ml/jobs_get_stats[6]",
"ml/jobs_get_stats[7]",
"ml/jobs_get_stats[8]",
"ml/jobs_get_stats[9]",
"ml/jobs_get_stats[10]",
"service_accounts/10_basic[0]",
"service_accounts/10_basic[1]",
"snapshot/20_operator_privileges_disabled[0]",
}
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XPACK_FEATURES = None
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ES_VERSION = None
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RUN_ASYNC_REST_API_TESTS = (
sys.version_info >= (3, 6)
and os.environ.get("PYTHON_CONNECTION_CLASS") == "RequestsHttpConnection"
)
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class YamlRunner:
def __init__(self, client):
self.client = client
self.last_response = None
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self._run_code = None
self._setup_code = None
self._teardown_code = None
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self._state = {}
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def use_spec(self, test_spec):
self._setup_code = test_spec.pop("setup", None)
self._run_code = test_spec.pop("run", None)
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self._teardown_code = test_spec.pop("teardown", None)
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def setup(self):
if self._setup_code:
self.run_code(self._setup_code)
def teardown(self):
if self._teardown_code:
self.run_code(self._teardown_code)
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def es_version(self):
global ES_VERSION
if ES_VERSION is None:
version_string = (self.client.info())["version"]["number"]
if "." not in version_string:
return ()
version = version_string.strip().split(".")
ES_VERSION = tuple(int(v) if v.isdigit() else 999 for v in version)
return ES_VERSION
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def run(self):
try:
self.setup()
self.run_code(self._run_code)
finally:
self.teardown()
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def run_code(self, test):
"""Execute an instruction based on it's type."""
print(test)
for action in test:
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assert len(action) == 1
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action_type, action = list(action.items())[0]
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if hasattr(self, "run_" + action_type):
getattr(self, "run_" + action_type)(action)
else:
raise RuntimeError("Invalid action type %r" % (action_type,))
def run_do(self, action):
api = self.client
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headers = action.pop("headers", None)
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catch = action.pop("catch", None)
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warn = action.pop("warnings", ())
allowed_warnings = action.pop("allowed_warnings", ())
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assert len(action) == 1
# Remove the x_pack_rest_user authentication
# if it's given via headers. We're already authenticated
# via the 'elastic' user.
if (
headers
and headers.get("Authorization", None)
== "Basic eF9wYWNrX3Jlc3RfdXNlcjp4LXBhY2stdGVzdC1wYXNzd29yZA=="
):
headers.pop("Authorization")
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method, args = list(action.items())[0]
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args["headers"] = headers
# locate api endpoint
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for m in method.split("."):
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assert hasattr(api, m)
api = getattr(api, m)
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# some parameters had to be renamed to not clash with python builtins,
# compensate
for k in PARAMS_RENAMES:
if k in args:
args[PARAMS_RENAMES[k]] = args.pop(k)
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# resolve vars
for k in args:
args[k] = self._resolve(args[k])
warnings.simplefilter("always", category=ElasticsearchWarning)
with warnings.catch_warnings(record=True) as caught_warnings:
try:
self.last_response = api(**args)
except Exception as e:
if not catch:
raise
self.run_catch(catch, e)
else:
if catch:
raise AssertionError(
"Failed to catch %r in %r." % (catch, self.last_response)
)
# Filter out warnings raised by other components.
caught_warnings = [
str(w.message)
for w in caught_warnings
if w.category == ElasticsearchWarning
and str(w.message) not in allowed_warnings
]
# This warning can show up in many places but isn't accounted for
# in tests, so we remove it to make sure things pass.
include_type_name_warning = (
"[types removal] Using include_type_name in create index requests is deprecated. "
"The parameter will be removed in the next major version."
)
if (
include_type_name_warning in caught_warnings
and include_type_name_warning not in warn
):
caught_warnings.remove(include_type_name_warning)
# Sorting removes the issue with order raised. We only care about
# if all warnings are raised in the single API call.
if warn and sorted(warn) != sorted(caught_warnings):
raise AssertionError(
"Expected warnings not equal to actual warnings: expected=%r actual=%r"
% (warn, caught_warnings)
)
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def run_catch(self, catch, exception):
if catch == "param":
assert isinstance(exception, TypeError)
return
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assert isinstance(exception, TransportError)
if catch in CATCH_CODES:
assert CATCH_CODES[catch] == exception.status_code
elif catch[0] == "/" and catch[-1] == "/":
assert (
re.search(catch[1:-1], exception.error + " " + repr(exception.info)),
"%s not in %r" % (catch, exception.info),
) is not None
self.last_response = exception.info
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def run_skip(self, skip):
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global IMPLEMENTED_FEATURES
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if "features" in skip:
features = skip["features"]
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if not isinstance(features, (tuple, list)):
features = [features]
for feature in features:
if feature in IMPLEMENTED_FEATURES:
continue
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pytest.skip("feature '%s' is not supported" % feature)
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if "version" in skip:
version, reason = skip["version"], skip["reason"]
if version == "all":
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pytest.skip(reason)
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min_version, max_version = version.split("-")
min_version = _get_version(min_version) or (0,)
max_version = _get_version(max_version) or (999,)
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if min_version <= (self.es_version()) <= max_version:
pytest.skip(reason)
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def run_gt(self, action):
for key, value in action.items():
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value = self._resolve(value)
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assert self._lookup(key) > value
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def run_gte(self, action):
for key, value in action.items():
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value = self._resolve(value)
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assert self._lookup(key) >= value
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def run_lt(self, action):
for key, value in action.items():
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value = self._resolve(value)
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assert self._lookup(key) < value
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def run_lte(self, action):
for key, value in action.items():
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value = self._resolve(value)
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assert self._lookup(key) <= value
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def run_set(self, action):
for key, value in action.items():
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value = self._resolve(value)
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self._state[value] = self._lookup(key)
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def run_is_false(self, action):
try:
value = self._lookup(action)
except AssertionError:
pass
else:
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assert value in ("", None, False, 0)
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def run_is_true(self, action):
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value = self._lookup(action)
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assert value not in ("", None, False, 0)
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def run_length(self, action):
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for path, expected in action.items():
value = self._lookup(path)
expected = self._resolve(expected)
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assert expected == len(value)
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def run_match(self, action):
for path, expected in action.items():
value = self._lookup(path)
expected = self._resolve(expected)
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if (
isinstance(expected, string_types)
and expected.startswith("/")
and expected.endswith("/")
):
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expected = re.compile(expected[1:-1], re.VERBOSE | re.MULTILINE)
assert expected.search(value), "%r does not match %r" % (
value,
expected,
)
else:
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assert expected == value, "%r does not match %r" % (value, expected)
def run_contains(self, action):
for path, expected in action.items():
value = self._lookup(path) # list[dict[str,str]] is returned
expected = self._resolve(expected) # dict[str, str]
if expected not in value:
raise AssertionError("%s is not contained by %s" % (expected, value))
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def _resolve(self, value):
# resolve variables
if isinstance(value, string_types) and value.startswith("$"):
value = value[1:]
assert value in self._state
value = self._state[value]
if isinstance(value, string_types):
value = value.strip()
elif isinstance(value, dict):
value = dict((k, self._resolve(v)) for (k, v) in value.items())
elif isinstance(value, list):
value = list(map(self._resolve, value))
return value
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def _lookup(self, path):
# fetch the possibly nested value from last_response
value = self.last_response
if path == "$body":
return value
path = path.replace(r"\.", "\1")
for step in path.split("."):
if not step:
continue
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step = step.replace("\1", ".")
step = self._resolve(step)
if step.isdigit() and step not in value:
step = int(step)
assert isinstance(value, list)
assert len(value) > step
elif step == "_arbitrary_key_":
return list(value.keys())[0]
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else:
assert step in value
value = value[step]
return value
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def _feature_enabled(self, name):
global XPACK_FEATURES, IMPLEMENTED_FEATURES
if XPACK_FEATURES is None:
try:
xinfo = self.client.xpack.info()
XPACK_FEATURES = set(
f for f in xinfo["features"] if xinfo["features"][f]["enabled"]
)
IMPLEMENTED_FEATURES.add("xpack")
except RequestError:
XPACK_FEATURES = set()
IMPLEMENTED_FEATURES.add("no_xpack")
return name in XPACK_FEATURES
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@pytest.fixture(scope="function")
def sync_runner(sync_client):
return YamlRunner(sync_client)
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YAML_TEST_SPECS = []
# Try loading the REST API test specs from the Elastic Artifacts API
try:
# Construct the HTTP and Elasticsearch client
http = urllib3.PoolManager(retries=10)
client = get_client()
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# Make a request to Elasticsearch for the build hash, we'll be looking for
# an artifact with this same hash to download test specs for.
build_hash = client.info()["version"]["build_hash"]
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# Now talk to the artifacts API with the 'STACK_VERSION' environment variable
resp = http.request(
"GET",
"https://artifacts-api.elastic.co/v1/versions/%s"
% (os.environ["STACK_VERSION"],),
)
resp = json.loads(resp.data.decode("utf-8"))
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# Look through every build and see if one matches the commit hash
# we're looking for. If not it's okay, we'll just use the latest and
# hope for the best!
builds = resp["version"]["builds"]
for build in builds:
if build["projects"]["elasticsearch"]["commit_hash"] == build_hash:
break
else:
build = builds[0] # Use the latest
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# Now we're looking for the 'rest-api-spec-<VERSION>-sources.jar' file
# to download and extract in-memory.
packages = build["projects"]["elasticsearch"]["packages"]
for package in packages:
if re.match(r"rest-resources-zip-.*\.zip", package):
package_url = packages[package]["url"]
break
else:
raise RuntimeError(
"Could not find the package 'rest-resources-zip-*.zip' in build %r" % build
)
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# Download the zip and start reading YAML from the files in memory
package_zip = zipfile.ZipFile(io.BytesIO(http.request("GET", package_url).data))
for yaml_file in package_zip.namelist():
if not re.match(r"^rest-api-spec/test/.*\.ya?ml$", yaml_file):
continue
yaml_tests = list(yaml.safe_load_all(package_zip.read(yaml_file)))
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# Each file may have a "test" named 'setup' or 'teardown',
# these sets of steps should be run at the beginning and end
# of every other test within the file so we do one pass to capture those.
setup_steps = teardown_steps = None
test_numbers_and_steps = []
test_number = 0
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for yaml_test in yaml_tests:
test_name, test_step = yaml_test.popitem()
if test_name == "setup":
setup_steps = test_step
elif test_name == "teardown":
teardown_steps = test_step
else:
test_numbers_and_steps.append((test_number, yaml_test))
test_number += 1
# Now we combine setup, teardown, and test_steps into
# a set of pytest.param() instances
for test_number, test_step in test_numbers_and_steps:
# Build the id from the name of the YAML file and
# the number within that file. Most important step
# is to remove most of the file path prefixes and
# the .yml suffix.
pytest_test_name = yaml_file.rpartition(".")[0].replace(".", "/")
for prefix in ("rest-api-spec/", "test/", "free/", "platinum/"):
if pytest_test_name.startswith(prefix):
pytest_test_name = pytest_test_name[len(prefix) :]
pytest_param_id = "%s[%d]" % (pytest_test_name, test_number)
pytest_param = {
"setup": setup_steps,
"run": test_step,
"teardown": teardown_steps,
}
if pytest_param_id in SKIP_TESTS:
pytest_param["skip"] = True
YAML_TEST_SPECS.append(pytest.param(pytest_param, id=pytest_param_id))
except Exception as e:
warnings.warn("Could not load REST API tests: %s" % (str(e),))
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if not RUN_ASYNC_REST_API_TESTS:
@pytest.mark.parametrize("test_spec", YAML_TEST_SPECS)
def test_rest_api_spec(test_spec, sync_runner):
if test_spec.get("skip", False):
pytest.skip("Manually skipped in 'SKIP_TESTS'")
sync_runner.use_spec(test_spec)
sync_runner.run()