Repository: SneaksAndData/adapta (language: python)

Issue:
[FEATURE] Generalisation of JobSocket
We use the JobSocket more and more places:
https://github.com/SneaksAndData/esd-services-api-client/blob/3015f6c6804561f34e8a63e97d8f02b24a5581a8/esd_services_api_client/beast/_models.py

It was originally meant for Beast, but now the usage is way beyond that.
At the same time we would like some QOL-improvement functions, such as generation of file paths, hive paths, abfss paths, etc.

Quotes from @george-zubrienko:

> JobSocket is a thing that originates from Beast/Spark framework we developed and it kinda is evolving a bit beyond that. But the underlying principle stays: <alias>|<fully-qualified path>|<data format

> i was thinking of generalizing this into DataSocket and provide path conversions for it in proteus

> code-wise it will look like this:
> ```
> my_socket: DataSocket = my_args.my_socket
> my_data: DataPath = my_socket.parse_data_path() # performs protocol specific conversion to AdlsGen2, Hive, Local etc
> ```


Discussion / hints:

Fix patch:
diff --git a/poetry.lock b/poetry.lock
index 66166947..f141f2f1 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -83,14 +83,6 @@ category = "main"
 optional = true
 python-versions = ">=3.6"
 
-[[package]]
-name = "atomicwrites"
-version = "1.4.1"
-description = "Atomic file writes."
-category = "dev"
-optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
-
 [[package]]
 name = "attrs"
 version = "22.1.0"
@@ -242,7 +234,7 @@ python-versions = "~=3.7"
 
 [[package]]
 name = "certifi"
-version = "2022.9.24"
+version = "2022.12.7"
 description = "Python package for providing Mozilla's CA Bundle."
 category = "main"
 optional = false
@@ -329,7 +321,7 @@ test = ["hypothesis (>=1.11.4,!=3.79.2)", "iso8601", "pretend", "pytest (>=6.2.0
 
 [[package]]
 name = "databricks-cli"
-version = "0.17.3"
+version = "0.17.4"
 description = "A command line interface for Databricks"
 category = "main"
 optional = true
@@ -423,6 +415,17 @@ category = "main"
 optional = true
 python-versions = ">=3.6"
 
+[[package]]
+name = "exceptiongroup"
+version = "1.0.4"
+description = "Backport of PEP 654 (exception groups)"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[package.extras]
+test = ["pytest (>=6)"]
+
 [[package]]
 name = "frozenlist"
 version = "1.3.3"
@@ -486,7 +489,7 @@ gitdb = ">=4.0.1,<5"
 
 [[package]]
 name = "google-auth"
-version = "2.14.1"
+version = "2.15.0"
 description = "Google Authentication Library"
 category = "main"
 optional = true
@@ -742,7 +745,7 @@ async = ["aiodns", "aiohttp (>=3.0)"]
 
 [[package]]
 name = "multidict"
-version = "6.0.2"
+version = "6.0.3"
 description = "multidict implementation"
 category = "main"
 optional = true
@@ -811,7 +814,7 @@ test = ["hypothesis (>=5.5.3)", "pytest (>=6.0)", "pytest-xdist (>=1.31)"]
 
 [[package]]
 name = "platformdirs"
-version = "2.5.4"
+version = "2.6.0"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
 category = "dev"
 optional = false
@@ -851,20 +854,12 @@ tests = ["pytest (>=5.4.1)", "pytest-cov (>=2.8.1)", "pytest-mypy (>=0.8.0)", "p
 
 [[package]]
 name = "protobuf"
-version = "4.21.9"
+version = "4.21.11"
 description = ""
 category = "main"
 optional = true
 python-versions = ">=3.7"
 
-[[package]]
-name = "py"
-version = "1.11.0"
-description = "library with cross-python path, ini-parsing, io, code, log facilities"
-category = "dev"
-optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
-
 [[package]]
 name = "pyarrow"
 version = "10.0.1"
@@ -922,14 +917,14 @@ tests = ["coverage[toml] (==5.0.4)", "pytest (>=6.0.0,<7.0.0)"]
 
 [[package]]
 name = "pylint"
-version = "2.15.6"
+version = "2.15.8"
 description = "python code static checker"
 category = "dev"
 optional = false
 python-versions = ">=3.7.2"
 
 [package.dependencies]
-astroid = ">=2.12.12,<=2.14.0-dev0"
+astroid = ">=2.12.13,<=2.14.0-dev0"
 colorama = {version = ">=0.4.5", markers = "sys_platform == \"win32\""}
 dill = ">=0.2"
 isort = ">=4.2.5,<6"
@@ -964,24 +959,23 @@ diagrams = ["jinja2", "railroad-diagrams"]
 
 [[package]]
 name = "pytest"
-version = "6.2.5"
+version = "7.2.0"
 description = "pytest: simple powerful testing with Python"
 category = "dev"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 
 [package.dependencies]
-atomicwrites = {version = ">=1.0", markers = "sys_platform == \"win32\""}
 attrs = ">=19.2.0"
 colorama = {version = "*", markers = "sys_platform == \"win32\""}
+exceptiongroup = {version = ">=1.0.0rc8", markers = "python_version < \"3.11\""}
 iniconfig = "*"
 packaging = "*"
 pluggy = ">=0.12,<2.0"
-py = ">=1.8.2"
-toml = "*"
+tomli = {version = ">=1.0.0", markers = "python_version < \"3.11\""}
 
 [package.extras]
-testing = ["argcomplete", "hypothesis (>=3.56)", "mock", "nose", "requests", "xmlschema"]
+testing = ["argcomplete", "hypothesis (>=3.56)", "mock", "nose", "pygments (>=2.7.2)", "requests", "xmlschema"]
 
 [[package]]
 name = "pytest-cov"
@@ -1301,7 +1295,7 @@ python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
 
 [[package]]
 name = "yarl"
-version = "1.8.1"
+version = "1.8.2"
 description = "Yet another URL library"
 category = "main"
 optional = true
@@ -1335,7 +1329,7 @@ trino = ["trino"]
 [metadata]
 lock-version = "1.1"
 python-versions = ">=3.9, <3.11"
-content-hash = "6791b8f9429775e754e28e5681a44b06a790a21e16d9e881061c8d4890a60dc6"
+content-hash = "9cf445423f5aeb2095abda181d7716981f69b3b47bd5b8034986a71f9a1e2cb7"
 
 [metadata.files]
 adal = [
@@ -1447,9 +1441,6 @@ async-timeout = [
     {file = "async-timeout-4.0.2.tar.gz", hash = "sha256:2163e1640ddb52b7a8c80d0a67a08587e5d245cc9c553a74a847056bc2976b15"},
     {file = "async_timeout-4.0.2-py3-none-any.whl", hash = "sha256:8ca1e4fcf50d07413d66d1a5e416e42cfdf5851c981d679a09851a6853383b3c"},
 ]
-atomicwrites = [
-    {file = "atomicwrites-1.4.1.tar.gz", hash = "sha256:81b2c9071a49367a7f770170e5eec8cb66567cfbbc8c73d20ce5ca4a8d71cf11"},
-]
 attrs = [
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     {file = "attrs-22.1.0.tar.gz", hash = "sha256:29adc2665447e5191d0e7c568fde78b21f9672d344281d0c6e1ab085429b22b6"},
@@ -1499,8 +1490,8 @@ cachetools = [
     {file = "cachetools-5.2.0.tar.gz", hash = "sha256:6a94c6402995a99c3970cc7e4884bb60b4a8639938157eeed436098bf9831757"},
 ]
 certifi = [
-    {file = "certifi-2022.9.24-py3-none-any.whl", hash = "sha256:90c1a32f1d68f940488354e36370f6cca89f0f106db09518524c88d6ed83f382"},
-    {file = "certifi-2022.9.24.tar.gz", hash = "sha256:0d9c601124e5a6ba9712dbc60d9c53c21e34f5f641fe83002317394311bdce14"},
+    {file = "certifi-2022.12.7-py3-none-any.whl", hash = "sha256:4ad3232f5e926d6718ec31cfc1fcadfde020920e278684144551c91769c7bc18"},
+    {file = "certifi-2022.12.7.tar.gz", hash = "sha256:35824b4c3a97115964b408844d64aa14db1cc518f6562e8d7261699d1350a9e3"},
 ]
 cffi = [
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@@ -1659,8 +1650,8 @@ cryptography = [
     {file = "cryptography-36.0.2.tar.gz", hash = "sha256:70f8f4f7bb2ac9f340655cbac89d68c527af5bb4387522a8413e841e3e6628c9"},
 ]
 databricks-cli = [
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-    {file = "databricks_cli-0.17.3-py2-none-any.whl", hash = "sha256:f090c2e4f99c39d69a7f7228e6c7df8cb1cebd5fddad6292e0625daf29d4be01"},
+    {file = "databricks-cli-0.17.4.tar.gz", hash = "sha256:bc0c4dd082f033cb6d7978cacaca5261698efe3a4c70f52f98762c38db925ce0"},
+    {file = "databricks_cli-0.17.4-py2-none-any.whl", hash = "sha256:bbd57bc21c88ac6d1f8f0b250db986e500490c4d3cb69664229384632eaeed81"},
 ]
 dataclasses-json = [
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@@ -1690,6 +1681,10 @@ entrypoints = [
     {file = "entrypoints-0.4-py3-none-any.whl", hash = "sha256:f174b5ff827504fd3cd97cc3f8649f3693f51538c7e4bdf3ef002c8429d42f9f"},
     {file = "entrypoints-0.4.tar.gz", hash = "sha256:b706eddaa9218a19ebcd67b56818f05bb27589b1ca9e8d797b74affad4ccacd4"},
 ]
+exceptiongroup = [
+    {file = "exceptiongroup-1.0.4-py3-none-any.whl", hash = "sha256:542adf9dea4055530d6e1279602fa5cb11dab2395fa650b8674eaec35fc4a828"},
+    {file = "exceptiongroup-1.0.4.tar.gz", hash = "sha256:bd14967b79cd9bdb54d97323216f8fdf533e278df937aa2a90089e7d6e06e5ec"},
+]
 frozenlist = [
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@@ -1779,8 +1774,8 @@ gitpython = [
     {file = "GitPython-3.1.29.tar.gz", hash = "sha256:cc36bfc4a3f913e66805a28e84703e419d9c264c1077e537b54f0e1af85dbefd"},
 ]
 google-auth = [
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-    {file = "google_auth-2.14.1-py2.py3-none-any.whl", hash = "sha256:f5d8701633bebc12e0deea4df8abd8aff31c28b355360597f7f2ee60f2e4d016"},
+    {file = "google-auth-2.15.0.tar.gz", hash = "sha256:72f12a6cfc968d754d7bdab369c5c5c16032106e52d32c6dfd8484e4c01a6d1f"},
+    {file = "google_auth-2.15.0-py2.py3-none-any.whl", hash = "sha256:6897b93556d8d807ad70701bb89f000183aea366ca7ed94680828b37437a4994"},
 ]
 greenlet = [
     {file = "greenlet-2.0.1-cp27-cp27m-macosx_10_14_x86_64.whl", hash = "sha256:9ed358312e63bf683b9ef22c8e442ef6c5c02973f0c2a939ec1d7b50c974015c"},
@@ -1965,65 +1960,80 @@ msrest = [
     {file = "msrest-0.7.1.zip", hash = "sha256:6e7661f46f3afd88b75667b7187a92829924446c7ea1d169be8c4bb7eeb788b9"},
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 multidict = [
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diff --git a/proteus/process_communication/__init__.py b/proteus/process_communication/__init__.py
new file mode 100644
index 00000000..574c7dbd
--- /dev/null
+++ b/proteus/process_communication/__init__.py
@@ -0,0 +1,5 @@
+"""
+ Import index.
+"""
+
+from proteus.process_communication._models import *
diff --git a/proteus/process_communication/_models.py b/proteus/process_communication/_models.py
new file mode 100644
index 00000000..90a9217c
--- /dev/null
+++ b/proteus/process_communication/_models.py
@@ -0,0 +1,85 @@
+"""
+  Models used for inter-process communication in data processing applications.
+"""
+from dataclasses import dataclass
+from typing import Optional, List, Iterable
+
+from dataclasses_json import DataClassJsonMixin
+
+from proteus.storage.models.base import DataPath
+from proteus.storage.models.azure import AdlsGen2Path, WasbPath
+from proteus.storage.models.local import LocalPath
+from proteus.storage.models.hive import HivePath
+
+
+@dataclass(frozen=True)
+class DataSocket(DataClassJsonMixin):
+    """
+      Defines an input or an output of a data processing application.
+    """
+
+    # name of a Socket
+    alias: str
+
+    # path to data (read-in, write-out)
+    data_path: str
+
+    # format of the data (read-in, write-out)
+    data_format: str
+
+    # optional partitions that exist in the data (read-in, write-out)
+    data_partitions: Optional[List[str]] = None
+
+    def __post_init__(self):
+        assert self.alias and self.data_path and self.data_format, \
+            'Fields alias, data_path and data_format must have a value provided to instantiate a DataSocket.'
+
+    def parse_data_path(
+            self,
+            candidates: Iterable[DataPath] = (AdlsGen2Path, LocalPath, HivePath, WasbPath)
+    ) -> Optional[DataPath]:
+        """
+          Attempts to convert this socket's data path to one of the known DataPath types.
+
+        :param candidates: Conversion candidate classes for `DataPath`. Default to all currently supported `DataPath` implementations.
+          If a user has their own `DataPath` implementations, those can be supplied instead for convenience.
+
+        :return:
+        """
+        for candidate in candidates:
+            try:
+                return candidate.from_hdfs_path(self.data_path)
+            except:  # pylint: disable=W0702
+                continue
+
+        return None
+
+    def serialize(self) -> str:
+        """
+         Serializes to a |-delimited string
+        """
+        return f"{self.alias}|{self.data_path}|{self.data_format}"
+
+    @classmethod
+    def deserialize(cls, string_socket: str) -> 'DataSocket':
+        """
+          Deserializes from a |-delimited string
+        """
+        vals = string_socket.split('|')
+        return cls(alias=vals[0], data_path=vals[1], data_format=vals[2])
+
+    @staticmethod
+    def find(sockets: List['DataSocket'], alias: str) -> 'DataSocket':
+        """Fetches a data socket from a list of sockets.
+        :param sockets: List of sockets
+        :param alias: Alias to look up
+
+        :returns: Socket with alias 'alias'
+        """
+        socket = [s for s in sockets if s.alias == alias]
+
+        if len(socket) > 1:
+            raise ValueError(f'Multiple data sockets exist with alias {alias}')
+        if len(socket) == 0:
+            raise ValueError(f'No data sockets exist with alias {alias}')
+        return socket[0]
diff --git a/pyproject.toml b/pyproject.toml
index 2f146fe7..7354fae0 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -77,7 +77,7 @@ trino = [
 ]
 
 [tool.poetry.dev-dependencies]
-pytest = "~6.2"
+pytest = "^7.1"
 pytest-mock = "~3.6.1"
 pytest-cov = "~2.12"
 pylint = "^2.12"


Test patch:
diff --git a/tests/test_process_communication.py b/tests/test_process_communication.py
new file mode 100644
index 00000000..2d79acc1
--- /dev/null
+++ b/tests/test_process_communication.py
@@ -0,0 +1,146 @@
+from contextlib import nullcontext as does_not_raise, AbstractContextManager
+from typing import Optional, Union, Dict
+
+import pytest
+
+from proteus.process_communication import DataSocket
+from proteus.storage.models.azure import AdlsGen2Path
+from proteus.storage.models.base import DataPath
+from proteus.storage.models.local import LocalPath
+
+
+@pytest.mark.parametrize(
+    'alias,data_path,data_format,expectation_handler',
+    [
+        ("test", "file://some-folder/here", "jpg", does_not_raise("test|file://some-folder/here|jpg")),
+        ("", "file://some-folder/here", "jpg", pytest.raises(AssertionError)),
+        (None, "file://some-folder/here", "", pytest.raises(AssertionError)),
+    ]
+)
+def test_data_socket_serialize(alias: str, data_path: str, data_format: str,
+                               expectation_handler: AbstractContextManager):
+    """
+      DataSocket must instantiate and `serialize()` itself correctly, given correct input.
+
+    :param alias: Alias for the socket.
+    :param data_path: Data path for the socket.
+    :param data_format: Data format represented by the socket.
+    :param expectation_handler: Test expectation handler.
+    :return:
+    """
+    with expectation_handler:
+        test_socket = DataSocket(alias, data_path, data_format)
+        assert test_socket.serialize() == expectation_handler.enter_result
+
+
+@pytest.mark.parametrize(
+    'value,expectation_handler',
+    [
+        (
+                {
+                    "alias": "test",
+                    "data_path": "abfss://some-data@azureaccount.dfs.core.windows.net/some_folder/some_table",
+                    "data_format": "delta"
+                },
+                does_not_raise(DataSocket(
+                    "test",
+                    "abfss://some-data@azureaccount.dfs.core.windows.net/some_folder/some_table",
+                    "delta"
+                ))
+        ),
+        (
+                '{"alias": "test","data_path": "abfss://some-data@azureaccount.dfs.core.windows.net/some_folder/some_table","data_format": "delta"}',
+                does_not_raise(DataSocket(
+                    "test",
+                    "abfss://some-data@azureaccount.dfs.core.windows.net/some_folder/some_table",
+                    "delta"
+                ))
+        ),
+        (
+                {
+                    "alias": "test",
+                    "data_path": "abfss://some-data@azureaccount.dfs.core.windows.net/some_folder/some_table",
+                    "data_format": "delta",
+                    "data_partitions": ["colA", "colB"]
+                },
+                does_not_raise(DataSocket(
+                    "test",
+                    "abfss://some-data@azureaccount.dfs.core.windows.net/some_folder/some_table",
+                    "delta",
+                    ["colA", "colB"]
+                ))
+        ),
+        (
+                '{"alias": "test","data_path": "abfss://some-data@azureaccount.dfs.core.windows.net/some_folder/some_table","data_format": "delta","data_partitions":[\"colA\",\"colB\"]}',
+                does_not_raise(DataSocket(
+                    "test",
+                    "abfss://some-data@azureaccount.dfs.core.windows.net/some_folder/some_table",
+                    "delta",
+                    ["colA", "colB"]
+                ))
+        ),
+        (
+                {
+                    "alias": "",
+                    "data_path": "abfss://some-data@azureaccount.dfs.core.windows.net/some_folder/some_table",
+                    "data_format": "delta"
+                },
+                pytest.raises(AssertionError)
+        )
+    ]
+)
+def test_socket_from_json(value: Union[str, Dict], expectation_handler: AbstractContextManager):
+    """
+      DataSocket must deserialize from json text and from dict correctly. Invalid values must throw an assertion error.
+
+    :param value: Dict or json value to instantiate a DataSocket from.
+    :param expectation_handler: Test expectation handler.
+    :return:
+    """
+    with expectation_handler:
+        test_socket = DataSocket.from_json(value) if type(value) is str else DataSocket.from_dict(value)
+        assert test_socket == expectation_handler.enter_result
+
+
+@pytest.mark.parametrize(
+    'value,expectation_handler',
+    [
+        ("test|file://some-folder/here|jpg", does_not_raise(DataSocket("test", "file://some-folder/here", "jpg"))),
+        ("test|file://some-folder/here|", pytest.raises(AssertionError)),
+    ]
+)
+def test_data_socket_deserialize(value: str, expectation_handler: AbstractContextManager):
+    """
+     DataSocket must deserialize from a |-delimited string value correctly and throw an assertion error if missing any required attributes.
+
+    :param value: A value to deserialize as a DataSocket
+    :param expectation_handler: Test expectation handler.
+    :return:
+    """
+    with expectation_handler:
+        test_socket = DataSocket.deserialize(value)
+        assert test_socket == expectation_handler.enter_result
+
+
+@pytest.mark.parametrize(
+    'alias,data_path,data_format,expected_path',
+    [
+        ("test", "file://some-folder/file", "text", LocalPath(path='some-folder/file')),
+        ("test", "abfss://container@account.dfs.core.windows.net/some-folder/file", "text",
+         AdlsGen2Path.from_hdfs_path("abfss://container@account.dfs.core.windows.net/some-folder/file")),
+        ("test", "api://some-folder/file", "json", None),
+    ]
+)
+def test_path_parse(alias: str, data_path: str, data_format: str, expected_path: Optional[DataPath]):
+    """
+      DataSocket must parse data_path to one of the supported paths or return None if a given path format is unknown.
+
+    :param alias: Alias for the socket.
+    :param data_path: Data path for the socket.
+    :param data_format: Data format represented by the socket.
+    :param expected_path: Instantiated `DataPath` object, if a given format is supported.
+    :return:
+    """
+    test_socket = DataSocket(alias, data_path, data_format)
+
+    assert test_socket.parse_data_path() == expected_path