Add capability to parse user sessions by browser session, tab session, and url/domain of app (#33)
* Utility function to parse a continuous log to set of logs representing
user sessions
* Add checking tab Id is missing from log
* WIP --
* Provide a configurable options to parse user sessions
* Address PR review, create Session and Sessions classes
* Add modified __init__.py file
* refactor(sessions): refactors the session and sessions classes to reconcile the mismatched initialization approach and methods
linting and formatting are also bundled into the commit
* style(lint): lints files after rebase
---------
Co-authored-by: Madeline Diep <MDiep@FCMD.local>
Co-authored-by: Evan Jones <evan.a.jones3@gmail.com>
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index b477a54..1066640 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -30,24 +30,24 @@
- id: end-of-file-fixer
- id: mixed-line-ending
repo: https://github.com/pre-commit/pre-commit-hooks
- rev: v4.4.0
+ rev: v4.5.0
- repo: https://github.com/commitizen-tools/commitizen
- rev: 3.8.0 # automatically updated by Commitizen
+ rev: v3.18.0 # automatically updated by Commitizen
hooks:
- id: commitizen
stages: [commit-msg]
- hooks:
- id: flake8
repo: https://github.com/pycqa/flake8
- rev: 6.1.0
+ rev: 7.0.0
- hooks:
- id: black
repo: https://github.com/psf/black
- rev: 23.7.0
+ rev: 24.2.0
- hooks:
- args:
- --profile
- black
id: isort
repo: https://github.com/PyCQA/isort
- rev: 5.12.0
+ rev: 5.13.2
diff --git a/.readthedocs.yaml b/.readthedocs.yaml
index 082fb71..da78629 100644
--- a/.readthedocs.yaml
+++ b/.readthedocs.yaml
@@ -14,7 +14,6 @@
# See the License for the specific language governing permissions and
# limitations under the License.
-
# Read the Docs configuration file
# See https://docs.readthedocs.io/en/stable/config-file/v2.html for details
@@ -41,7 +40,5 @@
# Optionally set the version of Python and requirements required to build your docs
python:
- install:
- - requirements: docs/requirements.txt
-
-
+ install:
+ - requirements: docs/requirements.txt
diff --git a/distill/__init__.py b/distill/__init__.py
index 2c08495..d2fa0c2 100644
--- a/distill/__init__.py
+++ b/distill/__init__.py
@@ -33,6 +33,8 @@
)
from distill.segmentation.segmentation_error import SegmentationError
from distill.segmentation.segments import Segments
+from distill.sessions.session import Session
+from distill.sessions.sessions import Sessions
from distill.utils.crud import epoch_to_datetime, getUUID
__all__ = [
@@ -40,6 +42,8 @@
"Segment_Type",
"Segments",
"SegmentationError",
+ "Sessions",
+ "Session",
"graph",
"createDiGraph",
"sankey",
diff --git a/distill/sessions/__init__.py b/distill/sessions/__init__.py
new file mode 100644
index 0000000..60db7e8
--- /dev/null
+++ b/distill/sessions/__init__.py
@@ -0,0 +1,15 @@
+#
+# Licensed to the Apache Software Foundation (ASF) under one or more
+# contributor license agreements. See the NOTICE file distributed with
+# this work for additional information regarding copyright ownership.
+# The ASF 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.
diff --git a/distill/sessions/session.py b/distill/sessions/session.py
new file mode 100644
index 0000000..5c752b5
--- /dev/null
+++ b/distill/sessions/session.py
@@ -0,0 +1,65 @@
+#
+# Licensed to the Apache Software Foundation (ASF) under one or more
+# contributor license agreements. See the NOTICE file distributed with
+# this work for additional information regarding copyright ownership.
+# The ASF 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.
+
+import json
+
+
+class Session:
+ """
+ Distill's sessions package.
+
+ Allows the user to parse UserALE log data to user sessions.
+ """
+
+ def __init__(self, session={}):
+ """
+ Initializes a Session object. This object contains\
+ metadata for the associated Session.
+
+ :param session: a set of key value pair representing a session
+ """
+
+ self.session = session
+ self.session_name = list(session.keys())[0]
+ self.num_logs = len(list(session.values())[0])
+ self.logs = list(session.values())[0]
+
+ def __str__(self):
+ return json.dumps(self.session)
+
+ def get_session_name(self):
+ """
+ Gets the name of a given session.
+
+ :return: The session name of the given session.
+ """
+ return self.session_name
+
+ def get_num_logs(self):
+ """
+ Gets the number of logs within a given session.
+
+ :return: The number of logs within the given session.
+ """
+ return self.num_logs
+
+ def get_logs(self):
+ """
+ Gets the logs within a given session.
+
+ :return: The logs within the given session.
+ """
+ return self.logs
diff --git a/distill/sessions/sessions.py b/distill/sessions/sessions.py
new file mode 100644
index 0000000..5e1ed29
--- /dev/null
+++ b/distill/sessions/sessions.py
@@ -0,0 +1,182 @@
+#
+# Licensed to the Apache Software Foundation (ASF) under one or more
+# contributor license agreements. See the NOTICE file distributed with
+# this work for additional information regarding copyright ownership.
+# The ASF 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.
+
+from enum import Enum
+from typing import Dict, Optional
+
+from distill.sessions.session import Session
+from distill.sessions.utils import (
+ chunk_by_domain,
+ chunk_by_idle_time,
+ chunk_by_tabId,
+ flatten_dict,
+ group_by_user,
+)
+
+
+class Sessions_Type(Enum):
+ TAB = "tab"
+ DOMAIN = "domain"
+ DEFAULT = "default"
+
+
+class Sessions:
+ """
+ A collection of Session objects.
+ """
+
+ def __init__(self, logs: Optional[Dict] = None, sessions=[], **kwargs):
+ """
+ Sessions initialization function.
+
+ :param logs ({}): Optional, Userale logs in the form of dictionary, if provided,
+ the logs will be parsed into sessions on initialization
+ :param sessions ({}): A dictionary that describe the parsed logs to sessions
+ **kwargs, Additional arguments passed to the user session parsing function,
+ if logs are provided
+ """
+ self.sessions = sessions
+ self.sessions_type = Sessions_Type.DEFAULT
+
+ # Chunk on initialization
+ if logs:
+ self.create_from_logs(logs, **kwargs)
+
+ def __iter__(self):
+ """
+ Allows Sessions to be iterable.
+ """
+ return iter(self.sessions)
+
+ def __len__(self):
+ """
+ Allows Sessions to return the number of sessions it contains.
+ """
+ return len(self.sessions)
+
+ def __str__(self):
+ """
+ Creates a readable string for Sessions.
+ """
+ sessions_in_str = "{"
+ for session in self.sessions:
+ # Remove the bracket
+ sessions_in_str += str(session)[1:-1] + ","
+ sessions_in_str = sessions_in_str[:-1] + "}"
+ # Remove the last "," and add the closing bracket
+ return sessions_in_str
+
+ def get_sessions_type(self):
+ """
+ Gets the type of a groupings/parsing that were used to create the sessions.
+
+ :return: The sessions type.
+ """
+ return self.sessions_type
+
+ def get_session_list(self):
+ """
+ Returns a list of Session objects in Sessions.
+
+ :return: A list of session objects.
+ """
+ return self.sessions
+
+ def get_session_names(self):
+ """
+ Returns the names session names (key of the session dictionary).
+
+ :return: A list of session names
+ """
+ session_names = []
+ for session in self.sessions:
+ session_names.append(session.get_session_name())
+ return session_names
+
+ def create_from_logs(
+ self, logs, inactive_interval_s=60, group_by_type="None", url_re="."
+ ):
+ """
+ Separate a raw log to sets of user sessions.
+
+ A user session is defined by: unique session ID,
+ user ID, and separated by idle time that exceeds
+ the specified inactive_interval (in seconds).
+ By default, the interval is 60 seconds. This set
+ is further separated by the windows tab in which
+ the user activities occurred.
+
+ :param logs: Userale logs in the form of dictionary
+ :param inactive_interval_s: Threshold of inactivity (no logged activity)
+ in seconds
+ :param url_re: Regular expression to filter the log
+ :param group_by_type: either group by tab, URL, browser (None)
+ :return: A dictionary that represent sets of user sessions
+ """
+ data_by_users = {}
+ data_by_users = group_by_user(logs)
+
+ chunk_data_by_users_sessions = {}
+ for user in data_by_users:
+ user_session_sets = {}
+ # Sort the logs associated by each users so we can create sets accordingly
+ sorted_data = sorted(
+ data_by_users[user],
+ key=lambda item: item.get("clientTime", item.get("endTime")),
+ )
+ chunked_group = {}
+ # Separate by browser tab
+ if group_by_type == "tab":
+ chunked_group = chunk_by_tabId(sorted_data)
+ for g_id in chunked_group:
+ # For each set, detect if there is an idle time between the logs
+ # that exceed X seconds
+ user_session_sets[g_id] = chunk_by_idle_time(
+ chunked_group[g_id], inactive_interval_s
+ )
+ chunk_data_by_users_sessions[user] = user_session_sets
+ # Separate by domain application
+ elif group_by_type == "domain":
+ # Do something
+ chunked_group = chunk_by_domain(sorted_data, url_re)
+ for g_id in chunked_group:
+ # For each set, detect if there is an idle time between the logs
+ # that exceed X seconds
+ user_session_sets[g_id] = chunk_by_idle_time(
+ chunked_group[g_id], inactive_interval_s
+ )
+ chunk_data_by_users_sessions[user] = user_session_sets
+ else:
+ # For each set, detect if there is an idle time between the logs
+ # that exceed X seconds
+ chunk_data_by_users_sessions[user] = chunk_by_idle_time(
+ sorted_data, inactive_interval_s
+ )
+
+ # Flatten the structure into a collection of sessions
+ flattened_results = flatten_dict(chunk_data_by_users_sessions)
+ parsed_sessions = []
+ for result in flattened_results:
+ parsed_sessions.append(Session({result: flattened_results[result]}))
+
+ # Update the sessions
+ self.sessions = parsed_sessions
+
+ # Set the sessions type
+ if group_by_type == "tab":
+ self.sessions_type = Sessions_Type.TAB
+ elif group_by_type == "domain":
+ self.sessions_type = Sessions_Type.DOMAIN
diff --git a/distill/sessions/utils.py b/distill/sessions/utils.py
new file mode 100644
index 0000000..d33a80e
--- /dev/null
+++ b/distill/sessions/utils.py
@@ -0,0 +1,176 @@
+#
+# Licensed to the Apache Software Foundation (ASF) under one or more
+# contributor license agreements. See the NOTICE file distributed with
+# this work for additional information regarding copyright ownership.
+# The ASF 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.
+
+import re
+from urllib.parse import urlparse
+
+
+##############################
+# SUPPORTING FUNCTIONS FOR PARSING SESSION #
+###############################
+def group_by_user(log):
+ """
+ A helper function to create separate logs associated with unique users
+ where a unique user to is the browserSessionId
+ :param log: Userale log in the form of dictionary
+ :return: A dictionary that represent logs belonging to unique users
+ """
+ grouped_data = {}
+ for d in log:
+ # Create a combination of the two key values userId and sessionID
+ sessionId = d.get("browserSessionId", "")
+ combined_key = str(sessionId)
+ if combined_key not in grouped_data:
+ grouped_data[combined_key] = []
+ grouped_data[combined_key].append(d)
+ return grouped_data
+
+
+def chunk_by_idle_time(log, inactive_interval_s=60):
+ """
+ This function will divide/chunk sets which clientTime is
+ separated by idle time where idle time is defined as
+ period of inactivity that exceeds the specified
+ inactive_interval (in seconds). By default, the
+ interval is 60 seconds.
+
+ :param log: Userale log in the form of dictionary
+ :param inactive_interval_s: Threshold of inactivity (no logged activity) in seconds
+ :return: A dictionary that represent sets of logs separated by the idle time
+ """
+ separated_sets = {}
+ current_set = []
+ # Assume that clientTime is in the integer (unix time) which expressed
+ # in milliseconds
+ difference_in_ms = inactive_interval_s * 1000
+
+ # Initialize the current timestamp
+ if len(log) > 0:
+ if "clientTime" in log[0]:
+ previous_timestamp = log[0]["clientTime"]
+ else:
+ previous_timestamp = log[0]["endTime"]
+
+ for item in log:
+ if "clientTime" in item:
+ current_timestamp = item["clientTime"]
+ else:
+ current_timestamp = item["endTime"]
+ if current_timestamp - previous_timestamp > difference_in_ms:
+ # If the current set is not empty, add it to the list of sets
+ if current_set:
+ key = "time" + str(current_timestamp)
+ separated_sets[key] = current_set
+ current_set = []
+
+ # Add the current item to the current set and update the previous
+ # timestamp
+ current_set.append(item)
+ previous_timestamp = current_timestamp
+
+ # Add the last set if it's not empty
+ if current_set:
+ key = "time" + str(current_timestamp)
+ separated_sets[key] = current_set
+ return separated_sets
+
+
+def chunk_by_tabId(log):
+ """
+ Separate logs by their browserSessionId
+ :param log: Userale log in the form of dictionary
+ :return: A dictionary that represent sets separated by unique browserSessionId
+ """
+ grouped_data = {}
+ for key in log:
+ # Depending on the log types, tabID can be inside the details element
+ if "browserSessionId" in key:
+ tab_key = "tab" + str(key["httpSessionId"])
+ else:
+ tab_key = "unknown"
+ if tab_key not in grouped_data:
+ grouped_data[tab_key] = []
+ grouped_data[tab_key].append(key)
+ return grouped_data
+
+
+def match_url(url, pattern):
+ # Escape dots in the pattern since dot is a special character in regex
+ # and replace '*' with '.*' to match any characters sequence
+ regex_pattern = re.escape(pattern).replace("\\*", ".*")
+
+ # Add anchors to match the entire string
+ regex_pattern = "^" + regex_pattern + "$"
+
+ # Compile the regex pattern
+ compiled_pattern = re.compile(regex_pattern)
+
+ # Check if the URL matches the pattern
+ return bool(compiled_pattern.match(url))
+
+
+def flatten_dict(orig_dict, sep="_"):
+ """
+ Given a possibly nested dictionary containing logs, make a flat
+ dictionary where each key-value pair represent one user session
+ """
+ new_dict = {}
+ for first_key in orig_dict:
+ if isinstance(orig_dict[first_key], dict):
+ for second_key in orig_dict[first_key]:
+ if isinstance(orig_dict[first_key][second_key], dict):
+ for time_key in orig_dict[first_key][second_key]:
+ combined_key = first_key + sep + second_key + sep + time_key
+ new_dict[combined_key] = orig_dict[first_key][second_key][
+ time_key
+ ]
+ else:
+ combined_key = first_key + sep + second_key
+ new_dict[combined_key] = orig_dict[first_key][second_key]
+ else:
+ new_dict[first_key] = orig_dict[first_key]
+
+ return new_dict
+
+
+def chunk_by_domain(log, re):
+ """
+ Separate logs by the site that users interact with
+ :param log: Userale log in the form of dictionary
+ :param log:
+ :return: A dictionary that represent sets separated by unique browserSessionId
+ """
+ grouped_data = {}
+ for key in log:
+ # Depending on the log types, tabID can be inside the details element
+ if "pageUrl" in key:
+ domain = "domain" + urlparse(key["pageUrl"]).netloc
+ # Filter with the "re" parameter
+ if re != ".":
+ if match_url(domain, re):
+ domain_key = "domain" + re
+ else:
+ # Does not match, so we are skipping it
+ continue
+ else:
+ domain_key = domain
+ else:
+ domain_key = "unknown"
+
+ if domain_key not in grouped_data:
+ grouped_data[domain_key] = []
+ grouped_data[domain_key].append(key)
+ return grouped_data
diff --git a/poetry.lock b/poetry.lock
index 00150db..c33c377 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -23,65 +23,69 @@
[[package]]
name = "attrs"
-version = "23.1.0"
+version = "23.2.0"
description = "Classes Without Boilerplate"
optional = false
python-versions = ">=3.7"
files = [
- {file = "attrs-23.1.0-py3-none-any.whl", hash = "sha256:1f28b4522cdc2fb4256ac1a020c78acf9cba2c6b461ccd2c126f3aa8e8335d04"},
- {file = "attrs-23.1.0.tar.gz", hash = "sha256:6279836d581513a26f1bf235f9acd333bc9115683f14f7e8fae46c98fc50e015"},
+ {file = "attrs-23.2.0-py3-none-any.whl", hash = "sha256:99b87a485a5820b23b879f04c2305b44b951b502fd64be915879d77a7e8fc6f1"},
+ {file = "attrs-23.2.0.tar.gz", hash = "sha256:935dc3b529c262f6cf76e50877d35a4bd3c1de194fd41f47a2b7ae8f19971f30"},
]
[package.extras]
cov = ["attrs[tests]", "coverage[toml] (>=5.3)"]
-dev = ["attrs[docs,tests]", "pre-commit"]
+dev = ["attrs[tests]", "pre-commit"]
docs = ["furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier", "zope-interface"]
tests = ["attrs[tests-no-zope]", "zope-interface"]
-tests-no-zope = ["cloudpickle", "hypothesis", "mypy (>=1.1.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+tests-mypy = ["mypy (>=1.6)", "pytest-mypy-plugins"]
+tests-no-zope = ["attrs[tests-mypy]", "cloudpickle", "hypothesis", "pympler", "pytest (>=4.3.0)", "pytest-xdist[psutil]"]
[[package]]
name = "babel"
-version = "2.12.1"
+version = "2.14.0"
description = "Internationalization utilities"
optional = false
python-versions = ">=3.7"
files = [
- {file = "Babel-2.12.1-py3-none-any.whl", hash = "sha256:b4246fb7677d3b98f501a39d43396d3cafdc8eadb045f4a31be01863f655c610"},
- {file = "Babel-2.12.1.tar.gz", hash = "sha256:cc2d99999cd01d44420ae725a21c9e3711b3aadc7976d6147f622d8581963455"},
+ {file = "Babel-2.14.0-py3-none-any.whl", hash = "sha256:efb1a25b7118e67ce3a259bed20545c29cb68be8ad2c784c83689981b7a57287"},
+ {file = "Babel-2.14.0.tar.gz", hash = "sha256:6919867db036398ba21eb5c7a0f6b28ab8cbc3ae7a73a44ebe34ae74a4e7d363"},
]
[package.dependencies]
pytz = {version = ">=2015.7", markers = "python_version < \"3.9\""}
+[package.extras]
+dev = ["freezegun (>=1.0,<2.0)", "pytest (>=6.0)", "pytest-cov"]
+
[[package]]
name = "black"
-version = "23.7.0"
+version = "23.12.1"
description = "The uncompromising code formatter."
optional = false
python-versions = ">=3.8"
files = [
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uvloop = ["uvloop (>=0.15.2)"]
[[package]]
name = "certifi"
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description = "Python package for providing Mozilla's CA Bundle."
optional = false
python-versions = ">=3.6"
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description = "Codespell"
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hard-encoding-detection = ["chardet"]
toml = ["tomli"]
types = ["chardet (>=5.1.0)", "mypy", "pytest", "pytest-cov", "pytest-dependency"]
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[package.extras]
@@ -856,13 +887,13 @@
[[package]]
name = "pre-commit"
-version = "3.3.3"
+version = "3.5.0"
description = "A framework for managing and maintaining multi-language pre-commit hooks."
optional = false
python-versions = ">=3.8"
files = [
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[package.dependencies]
@@ -885,17 +916,18 @@
[[package]]
name = "pygments"
-version = "2.16.1"
+version = "2.17.2"
description = "Pygments is a syntax highlighting package written in Python."
optional = false
python-versions = ">=3.7"
files = [
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]
[package.extras]
plugins = ["importlib-metadata"]
+windows-terminal = ["colorama (>=0.4.6)"]
[[package]]
name = "pytest"
@@ -956,13 +988,13 @@
[[package]]
name = "pytest-mock"
-version = "3.11.1"
+version = "3.12.0"
description = "Thin-wrapper around the mock package for easier use with pytest"
optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
files = [
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[package.dependencies]
@@ -973,13 +1005,13 @@
[[package]]
name = "python-dateutil"
-version = "2.8.2"
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description = "Extensions to the standard Python datetime module"
optional = false
python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
files = [
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[package.dependencies]
@@ -987,13 +1019,13 @@
[[package]]
name = "python-dotenv"
-version = "1.0.0"
+version = "1.0.1"
description = "Read key-value pairs from a .env file and set them as environment variables"
optional = false
python-versions = ">=3.8"
files = [
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[package.extras]
@@ -1001,13 +1033,13 @@
[[package]]
name = "pytz"
-version = "2023.3"
+version = "2024.1"
description = "World timezone definitions, modern and historical"
optional = false
python-versions = "*"
files = [
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[[package]]
@@ -1334,24 +1366,24 @@
[[package]]
name = "types-pytz"
-version = "2023.3.0.1"
+version = "2024.1.0.20240203"
description = "Typing stubs for pytz"
optional = false
-python-versions = "*"
+python-versions = ">=3.8"
files = [
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[[package]]
name = "types-pyyaml"
-version = "6.0.12.11"
+version = "6.0.12.12"
description = "Typing stubs for PyYAML"
optional = false
python-versions = "*"
files = [
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@@ -1367,65 +1399,65 @@
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name = "typing-extensions"
-version = "4.7.1"
-description = "Backported and Experimental Type Hints for Python 3.7+"
+version = "4.10.0"
+description = "Backported and Experimental Type Hints for Python 3.8+"
optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
files = [
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]
[[package]]
name = "urllib3"
-version = "2.0.7"
+version = "2.2.1"
description = "HTTP library with thread-safe connection pooling, file post, and more."
optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
files = [
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-secure = ["certifi", "cryptography (>=1.9)", "idna (>=2.0.0)", "pyopenssl (>=17.1.0)", "urllib3-secure-extra"]
+h2 = ["h2 (>=4,<5)"]
socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
zstd = ["zstandard (>=0.18.0)"]
[[package]]
name = "virtualenv"
-version = "20.24.3"
+version = "20.25.1"
description = "Virtual Python Environment builder"
optional = false
python-versions = ">=3.7"
files = [
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[package.dependencies]
distlib = ">=0.3.7,<1"
filelock = ">=3.12.2,<4"
-platformdirs = ">=3.9.1,<4"
+platformdirs = ">=3.9.1,<5"
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name = "zipp"
-version = "3.16.2"
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description = "Backport of pathlib-compatible object wrapper for zip files"
optional = false
python-versions = ">=3.8"
files = [
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-docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "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]
diff --git a/tests/__init__.py b/tests/__init__.py
index 3f479e9..1fd9e00 100644
--- a/tests/__init__.py
+++ b/tests/__init__.py
@@ -13,4 +13,4 @@
# 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.
-#
\ No newline at end of file
+#
diff --git a/tests/data/sample_data_multiusers.json b/tests/data/sample_data_multiusers.json
new file mode 100644
index 0000000..b269c88
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+]
diff --git a/tests/data_config.py b/tests/data_config.py
index 566177a..35f0289 100644
--- a/tests/data_config.py
+++ b/tests/data_config.py
@@ -15,6 +15,7 @@
# limitations under the License.
#
"""Module defines common test data"""
+
from pathlib import Path
_THIS_DIR = Path(__file__).parent
diff --git a/tests/test_segment.py b/tests/test_segment.py
index 5b01b0d..784d52f 100644
--- a/tests/test_segment.py
+++ b/tests/test_segment.py
@@ -1424,14 +1424,13 @@
with open("./test.csv", "r") as file:
lines = file.readlines()
- assert len(lines) == 4
- assert (
- lines[0]
- == "Segment Name,Start Time,End Time,Number of Logs,Generate Field"
- " Name,Generate Matched Values,Segment Type\n"
- )
- assert lines[1] == "0,1623691890459,1623691994888,7,,,Segment_Type.DEADSPACE\n"
- assert lines[2] == "1,1623691991900,1623693994900,15,,,Segment_Type.DEADSPACE\n"
- assert lines[3] == "2,1623693994550,1623697997550,3,,,Segment_Type.DEADSPACE\n"
+ assert len(lines) == 4
+ assert (
+ lines[0] == "Segment Name,Start Time,End Time,Number of Logs,Generate Field"
+ " Name,Generate Matched Values,Segment Type\n"
+ )
+ assert lines[1] == "0,1623691890459,1623691994888,7,,,Segment_Type.DEADSPACE\n"
+ assert lines[2] == "1,1623691991900,1623693994900,15,,,Segment_Type.DEADSPACE\n"
+ assert lines[3] == "2,1623693994550,1623697997550,3,,,Segment_Type.DEADSPACE\n"
os.remove("./test.csv")
diff --git a/tests/test_segments.py b/tests/test_segments.py
index 853501d..ca16cee 100644
--- a/tests/test_segments.py
+++ b/tests/test_segments.py
@@ -524,8 +524,7 @@
segments = distill.Segments([segment])
assert (
- str(segments)
- == "Segments: [\n"
+ str(segments) == "Segments: [\n"
"Segment: segment_name=segment_name, start=1, end=2, num_logs=5, "
"generate_field_name=None, generate_matched_values=None, segment_type=None\n"
"]"
diff --git a/tests/test_sessions.py b/tests/test_sessions.py
new file mode 100644
index 0000000..434cdd2
--- /dev/null
+++ b/tests/test_sessions.py
@@ -0,0 +1,95 @@
+#
+# Licensed to the Apache Software Foundation (ASF) under one or more
+# contributor license agreements. See the NOTICE file distributed with
+# this work for additional information regarding copyright ownership.
+# The ASF 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.
+
+# @TODO add header with description of file
+
+import json
+import os
+
+# Util Tests
+from distill.sessions.sessions import Sessions
+from tests.data_config import DATA_DIR
+
+
+def test_chunk_to_user_sessions_by_default():
+ # Load in file and convert to raw data
+ file = os.path.join(DATA_DIR, "sample_data_multiusers.json")
+ with open(file) as json_file:
+ raw_data = json.load(json_file)
+
+ result = Sessions(logs=raw_data)
+
+ # Get the session names from the parsed session
+ session_names = result.get_session_names()
+ unique_user_names = set()
+
+ for name in session_names:
+ # The first part of the session names represent user identifier
+ user_name = name.split("_")[0]
+ unique_user_names.add(user_name)
+
+ # Assert that there are two distinct users
+ assert len(unique_user_names) == 2
+
+
+def test_chunk_to_user_sessions_by_tab():
+ # Load in file and convert to raw data
+ file = os.path.join(DATA_DIR, "sample_data_multiusers.json")
+ with open(file) as json_file:
+ raw_data = json.load(json_file)
+
+ result_tab = Sessions(raw_data, group_by_type="tab")
+
+ # Get the session names from the parsed session
+ session_names = result_tab.get_session_names()
+ unique_tab = set()
+
+ for name in session_names:
+ # The second part of the session names represent user identifier
+ name_parts = name.split("_")
+ if name_parts[0] == "9486d2f32a8f9d4ef0dae14430c3b918":
+ unique_tab.add(name_parts[1])
+
+ # Assert that there 3 distinct tabs for user: 9486d2f32a8f9d4ef0dae14430c3b918
+ assert len(unique_tab) == 3
+
+
+def test_chunk_to_user_sessions_by_domain():
+ # Load in file and convert to raw data
+ file = os.path.join(DATA_DIR, "sample_data_multiusers.json")
+ with open(file) as json_file:
+ raw_data = json.load(json_file)
+
+ # Assert that there is logs with pageURL
+ # include www.google.com for user: 06b0db1ab30e8e92819ba3d4091b83bc
+ # But none for user: 9486d2f32a8f9d4ef0dae14430c3b918
+ result_url = Sessions(raw_data, group_by_type="domain", url_re="*.google.*")
+
+ # Get the session names from the parsed session
+ session_names = result_url.get_session_names()
+ domain_names_user1 = set()
+ domain_names_user2 = set()
+
+ for name in session_names:
+ # The second part of the session names represent user identifier
+ name_parts = name.split("_")
+ if name_parts[0] == "9486d2f32a8f9d4ef0dae14430c3b918":
+ domain_names_user1.add(name_parts[1])
+ elif name_parts[0] == "06b0db1ab30e8e92819ba3d4091b83bc":
+ domain_names_user2.add(name_parts[1])
+
+ assert "domain*.google.*" not in domain_names_user1
+ assert "domain*.google.*" in domain_names_user2
