diff --git a/demo/Endpoint100_counterexamples.txt b/demo/Endpoint100_counterexamples.txt new file mode 100644 index 0000000..07df978 --- /dev/null +++ b/demo/Endpoint100_counterexamples.txt @@ -0,0 +1,19 @@ +/hikaricp/getconnection +/hikaricp/dropcronnection +/api/v1/abcoi +/api/v1/cdeof +/api/vaoica +/api/vaiodjw +/db/getConnection +/db/dropConnection +/api/v1/abcoi +/api/v1/cdeof +/api/vaoica +/api/vaiodjw +/api/v1/usernames/update +/api/v1/usernames/delete +/api/v1/usernames/reformat +/api/v1/users/trump +/api/v1/users/dominator +/api-this-is-a-special-case/v99999/orders/high-similarity-but-update-comes-first-so-rejected/haha/haha/update/123 +/api-this-is-a-special-case/v99999/orders/high-similarity-but-update-comes-first-so-rejected/haha/haha/delete/12 \ No newline at end of file diff --git a/demo/demo_gradio.py b/demo/demo_gradio.py index 3a0ba50..ac7dd2a 100644 --- a/demo/demo_gradio.py +++ b/demo/demo_gradio.py @@ -115,7 +115,8 @@ def get_regex(cluster): ["Endpoint200_hard"], ["Endpoint100_trivial_3k_repeat"], ["Endpoint200_hard_3k_repeat"], - ['Endpoint100_trivial_500k_perf_bench'] + ['Endpoint100_trivial_500k_perf_bench'], + ['Endpoint100_counterexamples'], ], ) # Shuffling dataset diff --git a/models/uri_drain/uri_drain.py b/models/uri_drain/uri_drain.py index d48a2ae..c3b75d2 100644 --- a/models/uri_drain/uri_drain.py +++ b/models/uri_drain/uri_drain.py @@ -472,21 +472,45 @@ def get_seq_distance(self, seq1, seq2, include_params: bool): sim_tokens += param_count ret_val = float(sim_tokens) / len(seq1) - return ret_val, param_count def create_template(self, seq1, seq2): # MODIFIED:: assert len(seq1) == len(seq2) ret_val = list(seq2) + seq_length = len(seq1) + + # SPECIAL ASSUMPTION THAT MIGHT BE FALSE:: + # /api/getconnection + # /api/dropconnection + if seq_length == 2: + if (seq1[0] == seq2[0] and seq1[1] != seq2[1] # can be simplified + and not self.has_numbers(seq1[1]) and not self.has_numbers(seq2[1])): + print(f'first token match but second token mismatch, seq1 = {seq1}, seq2 = {seq2}') + return 'rejected' + # TODO, radical assumption if there's absolutely 0 digit in seq1 and seq2, then don't consider them similar? + # To implement this, we increase the false negative rate, but decrease false positive rate + for i, (token1, token2) in enumerate(zip(seq1, seq2)): pre_token = ret_val[i - 1] if i > 0 else None sub_token = ret_val[i + 1] if i < len(ret_val) - 1 else None if token1 != token2: - if len(seq1) == 1: # if an uri is of length 1 then it must not share any similarity with any template + if seq_length == 1: # if an uri is of length 1 then it must not share any similarity with any template return 'rejected' + if seq_length == 2: + # This is to handle cases of + # [0]same_domain/[1]FIRST_ACTUAL_TOKEN or + # here we assume that FIRST_ACTUAL_TOKEN is not a param, + # so we safely reject if they don't match + if i == 1 and '.' in pre_token: + return 'rejected' + if seq_length == 3: + # [0]scheme://[1]same_domain/[2]FIRST_ACTUAL_TOKEN, + if i == 2 and '.' in pre_token: + return 'rejected' # First handle domains in uri - if i == 1 and ':' in pre_token: # or check : in pre_token + if i == 1 and ':' in pre_token: # it means domain mismatch + # [0]scheme://[1]same_domain/[2]FIRST_ACTUAL_TOKEN, # self.logger.debug(f'pre_token = {pre_token}, matched cluster = {seq2}') # TODO Check: handled in similarity check, remove this ^^^ # I assume domain can only appear in either first or second token @@ -527,6 +551,8 @@ def create_template(self, seq1, seq2): tokens of sequence2 = ('api-this-is-a-special-case', 'v99999999999999999', 'orders', 'update', '123') rejected for content_tokens = ['api-this-is-a-special-case', 'v99999999999999999', 'orders', 'reorder', '122222222222222464643']""" + + # ASSUMPTION: There cannot be two consecutive params if pre_token == self.param_str: # or pre_token in self.possible_params: # self.logger.debug(f'working on token {token1} and {token2}, index {i}') # self.logger.debug(f'pre_token {pre_token} is param_str, so current token cannot be a param (assumption)') @@ -536,6 +562,7 @@ def create_template(self, seq1, seq2): # self.logger.debug(f'sub_token {sub_token} is param_str, so current token cannot be a param (assumption)') # self.logger.debug(f'tokens of sequence2 = {seq2}') return "rejected" + # ASSUMPTION: A subsequent token to version number cannot be a param if pre_token is not None and pre_token.startswith( 'v') and pre_token[1:].isdigit(): # self.logger.debug('pre_token is a version number, so current token cannot be a param (assumption)') @@ -558,40 +585,9 @@ def create_template(self, seq1, seq2): # self.logger.debug(f'tokens of sequence2 = {seq2}') return "rejected" - 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"sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"] +testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy (>=0.9.1)", "pytest-ruff"] [metadata] lock-version = "2.0" diff --git a/servers/simple/server.py b/servers/simple/server.py index d71fedb..0b92e30 100644 --- a/servers/simple/server.py +++ b/servers/simple/server.py @@ -14,6 +14,7 @@ import asyncio import sys +from collections import defaultdict from concurrent import futures import grpc @@ -35,6 +36,7 @@ def __init__(self, uri_main_queue, shared_results_object): super().__init__() self.shared_results_object = shared_results_object self.uri_main_queue = uri_main_queue + self.known_services = defaultdict(int) # service_name: received_count async def fetchAllPatterns(self, request, context): # TODO OAP SIDE OR THIS SIDE must save the version, e.g. oap should check if version is > got version, since @@ -79,8 +81,15 @@ async def feedRawData(self, request, context): if request.service == 'User': # It should not be called return Empty() + uris = [str(uri.name) for uri in request.unrecognizedUris] service = str(request.service) + + # This is an experimental mechanism to avoid identifying non-restful uris unnecessarily. + self.known_services[service] += len(set(uris)) + if self.known_services[service] < 20: # This hard-coded as 20 in SkyWalking UI as a heuristic + print(f'Unique Uri count too low for service {service}, skipping') + return Empty() self.uri_main_queue.put((uris, service)) return Empty()