Feature/add cubejs tasks #5280

AlessandroLollo · 2021-12-27T14:02:02Z

Summary

This PR adds the ability to run queries on CubeJS.

Importance

Users can now query CubeJS using a native Prefect task 😊

This PR:

adds new tests (if appropriate)
adds a change file in the changes/ directory (if appropriate)
updates docstrings for any new functions or function arguments, including docs/outline.toml for API reference docs (if appropriate)

Sync to Prefect main repo

Updates the requirements on [click](https://github.com/pallets/click) to permit the latest version. - [Release notes](https://github.com/pallets/click/releases) - [Changelog](https://github.com/pallets/click/blob/main/CHANGES.rst) - [Commits](pallets/click@7.0...8.0.3) --- updated-dependencies: - dependency-name: click dependency-type: direct:production ... Signed-off-by: dependabot[bot] <support@github.com>

Updates the requirements on [mypy](https://github.com/python/mypy) to permit the latest version. - [Release notes](https://github.com/python/mypy/releases) - [Commits](python/mypy@v0.600...v0.910) --- updated-dependencies: - dependency-name: mypy dependency-type: direct:development ... Signed-off-by: dependabot[bot] <support@github.com>

…600-and-lt-0.911 Update mypy requirement from <0.813,>=0.600 to >=0.600,<0.911

….0-and-lt-9.0 Update click requirement from <8.0,>=7.0 to >=7.0,<9.0

Updates the requirements on [mypy](https://github.com/python/mypy) to permit the latest version. - [Release notes](https://github.com/python/mypy/releases) - [Commits](python/mypy@v0.600...v0.930) --- updated-dependencies: - dependency-name: mypy dependency-type: direct:development ... Signed-off-by: dependabot[bot] <support@github.com>

…600-and-lt-0.931 Update mypy requirement from <0.911,>=0.600 to >=0.600,<0.931

gjshadow · 2021-12-28T13:26:43Z

src/prefect/tasks/cubejs/cubejs_tasks.py

+                        )
+                        time.sleep(secs)
+                        secs *= 2 if secs < 60 else 2
+                        continue


you could add a parameter to tune the number of subsequent retries and raise in case of counted failures reach the ceil

I've added a max_wait_time parameter, similarly to what has been implemented in DbtCloudRunJob task.

tpdorsey

Looks good. Some minor edits for consistency and punctuation.

tpdorsey · 2021-12-28T14:23:12Z

changes/pr5280.yaml

@@ -0,0 +1,5 @@
+feature:
+  - "Added CubeJS Query Task - [#5280](https://github.com/PrefectHQ/prefect/pull/5280)"


Suggested change

- "Added CubeJS Query Task - [#5280](https://github.com/PrefectHQ/prefect/pull/5280)"

- "Added Cube.js Query Task - [#5280](https://github.com/PrefectHQ/prefect/pull/5280)"

tpdorsey · 2021-12-28T14:23:30Z

docs/outline.toml

@@ -765,3 +765,8 @@ title = "Airbyte Tasks"
 module = "prefect.tasks.airbyte"
 classes = ["AirbyteConnectionTask"]
 verified_task = true
+
+[pages.tasks.cubejs]
+title = "CubeJS Tasks"


Suggested change

title = "CubeJS Tasks"

title = "Cube.js Tasks"

tpdorsey · 2021-12-28T14:24:08Z

src/prefect/tasks/cubejs/__init__.py

@@ -0,0 +1,10 @@
+"""
+This is a collection of tasks to interact with a CubeJS/Cube Cloud environment.


Suggested change

This is a collection of tasks to interact with a CubeJS/Cube Cloud environment.

This is a collection of tasks to interact with a Cube.js or Cube Cloud environment.

For consistency with their usage, in user facing docstrings let's use "Cube.js" to reference the open-source platform, and "Cube Cloud" to reference the cloud hosted offering. In code, "cubejs" as you've been using it is fine.

tpdorsey · 2021-12-28T14:26:43Z

src/prefect/tasks/cubejs/cubejs_tasks.py

+class CubeJSQueryTask(Task):
+
+    """
+    This task calls CuebJS Quuery API and returns the result


Suggested change

This task calls CuebJS Quuery API and returns the result

This task calls the Cube.js load API and returns the result

Let's make sure the terminology is aligned with Cube docs.

tpdorsey · 2021-12-28T14:31:20Z

src/prefect/tasks/cubejs/cubejs_tasks.py

+    """
+    This task calls CuebJS Quuery API and returns the result
+    as a JSON object.
+    More info about CubeJS Query API at


Suggested change

More info about CubeJS Query API at

More info about Cube.js load API at

tpdorsey · 2021-12-28T14:39:34Z

src/prefect/tasks/cubejs/cubejs_tasks.py

+                If you pass multiple queries, then be aware of CubeJS Data Blending.
+                More info at: https://cube.dev/docs/rest-api#api-reference-v-1-load
+                and at: https://cube.dev/docs/schema/advanced/data-blending
+                Query format can be found at: https://cube.dev/docs/query-format


Suggested change

Query format can be found at: https://cube.dev/docs/query-format

Query format can be found at: https://cube.dev/docs/query-format.

tpdorsey · 2021-12-28T14:39:46Z

src/prefect/tasks/cubejs/cubejs_tasks.py

+            - security_context (str, dict, optional): The security context to use
+                during authentication.
+                If the security context does not contain an expiration period,
+                then a 7 days expiration period is added automatically.


Suggested change

then a 7 days expiration period is added automatically.

then a 7-day expiration period is added automatically.

tpdorsey · 2021-12-28T14:39:55Z

src/prefect/tasks/cubejs/cubejs_tasks.py

+                during authentication.
+                If the security context does not contain an expiration period,
+                then a 7 days expiration period is added automatically.
+                More info at: https://cube.dev/docs/security/context


Suggested change

More info at: https://cube.dev/docs/security/context

More info at: https://cube.dev/docs/security/context.

tpdorsey · 2021-12-28T14:40:17Z

src/prefect/tasks/cubejs/cubejs_tasks.py

+            - ValueError if both `subdomain` and `url` are missing.
+            - ValueError if `api_token` is missing and `api_token_env_var` cannot be found.
+            - ValueError if `query` is missing.
+            - `prefect.engine.signals.FAIL` if the CubeJS Query API fails.


Suggested change

- `prefect.engine.signals.FAIL` if the CubeJS Query API fails.

- `prefect.engine.signals.FAIL` if the Cube.js load API fails.

tpdorsey · 2021-12-28T14:40:29Z

src/prefect/tasks/cubejs/cubejs_tasks.py

+            - `prefect.engine.signals.FAIL` if the CubeJS Query API fails.
+
+        Returns:
+            - The CubeJS JSON response


Suggested change

- The CubeJS JSON response

- The Cube.js JSON response.

tpdorsey

Looks good from my docs perspective. Thank you!

desertaxle

This looks great! I had couple of small suggestions. The most important one is to add the ability to configure the amount of wait time between calls to the Cube API.

desertaxle · 2021-12-29T15:40:43Z

src/prefect/tasks/cubejs/cubejs_tasks.py

+
+        params = {"query": json.dumps(query)}
+
+        wait_time_between_api_calls = 10


Can we make this configurable via a task parameter and default it to 10?

desertaxle · 2021-12-29T15:43:32Z

src/prefect/tasks/cubejs/cubejs_tasks.py

+                            "Cube.js load API still running."
+                            "Waiting {wait_time_between_api_calls} seconds before retrying"
+                        )
+                        self.logger.warning(msg)


Suggested change

self.logger.warning(msg)

self.logger.info(msg)

desertaxle · 2021-12-29T15:45:02Z

src/prefect/tasks/cubejs/cubejs_tasks.py

+                        message=f"Cube.js load API failed!. Error is: {response.reason}"
+                    )
+
+        raise FAIL(message="Cube.js load API took too long to provide a response.")


Suggested change

raise FAIL(message="Cube.js load API took too long to provide a response.")

raise FAIL(message=f"Cube.js load API took longer than {max_wait_time} seconds to provide a response.")

desertaxle · 2021-12-29T15:45:48Z

src/prefect/tasks/cubejs/cubejs_tasks.py

+
+                else:
+                    raise FAIL(
+                        message=f"Cube.js load API failed!. Error is: {response.reason}"


Suggested change

message=f"Cube.js load API failed!. Error is: {response.reason}"

message=f"Cube.js load API failed! Error is: {response.reason}"

desertaxle · 2021-12-29T15:46:04Z

tests/tasks/cubejs/test_cubejs_tasks.py

+        with pytest.raises(FAIL) as exc:
+            cubejs_task.run(subdomain="test", api_secret="foo", query="query")
+
+        assert "Cube.js load API failed!." in str(exc)


Suggested change

assert "Cube.js load API failed!." in str(exc)

assert "Cube.js load API failed!" in str(exc)

desertaxle · 2021-12-29T15:48:11Z

tests/tasks/cubejs/test_cubejs_tasks.py

+    def test_run_with_max_wait_time_raises(self):
+        cubejs_task = CubeJSQueryTask()
+
+        responses.add(
+            responses.GET,
+            "https://test.cubecloud.dev/cubejs-api/v1/load",
+            status=200,
+            json={"error": "Continue wait"},
+        )
+
+        with pytest.raises(FAIL) as exc:
+            cubejs_task.run(
+                subdomain="test",
+                api_secret="foo",
+                query="query",
+                security_context={"foo": "bar"},
+                max_wait_time=15,
+            )
+
+        assert "Cube.js load API took too long to provide a response." in str(exc)


Having a configurable time between calls would be useful for this test since it could spend less time waiting.

zanieb · 2021-12-29T15:56:07Z

dev-requirements.txt

@@ -1,5 +1,5 @@
 black
 graphviz >= 0.8
 jinja2 >= 2.0, < 4.0
-mypy >= 0.600, < 0.813


We're pinning below this version because we don't have separate typeshed installations. Is there a reason you bumped this?

I'm not sure why I did this.
Probably not intentional.
Anyway, I should have reverted back to mypy >= 0.600, 0.813

desertaxle · 2021-12-29T16:18:14Z

tests/tasks/cubejs/test_cubejs_tasks.py

+    @responses.activate
+    def test_run_with_security_context(self, caplog):
+        caplog.set_level(logging.DEBUG)
+        cubejs_task = CubeJSQueryTask()
+
+        responses.add(
+            responses.GET,
+            "https://test.cubecloud.dev/cubejs-api/v1/load",
+            status=200,
+            json={"data": "result"},
+        )
+
+        cubejs_task.run(
+            subdomain="test",
+            api_secret="foo",
+            query="query",
+            security_context={"foo": "bar"},
+        )
+
+        assert "JWT token generated with security context." in caplog.text


For this test I would recommend inspecting the JWT that was included in the request made by the task so that inspecting the logs isn't necessary. You should be able to access the request headers via responses.calls[0].request.headers

desertaxle

These changes look good! I added a couple of comments to improve the readability of a couple of tests, but the changes are very minor.

desertaxle · 2022-01-03T14:56:11Z

tests/tasks/cubejs/test_cubejs_tasks.py

        with pytest.raises(FAIL) as exc:
            cubejs_task.run(subdomain="test", api_secret="foo", query="query")

-        assert "Cube.js load API failed!." in str(exc)
+        assert "Cube.js load API failed!" in str(exc)


You can use the match parameter of pytest.rasises for brevity:

with pytest.raises(FAIL, match="Cube.js load API failed!") as exc: cubejs_task.run(subdomain="test", api_secret="foo", query="query")

desertaxle · 2022-01-03T14:57:28Z

tests/tasks/cubejs/test_cubejs_tasks.py

+        assert (
+            "Cube.js load API took longer than 3 seconds to provide a response."
+            in str(exc)
+        )


You can use the match parameter of pytest.rasises for to eliminate these lines:

with pytest.raises(FAIL, match="Cube.js load API took longer than 3 seconds to provide a response.") as exc:

* Update click requirement from <8.0,>=7.0 to >=7.0,<9.0 Updates the requirements on [click](https://github.com/pallets/click) to permit the latest version. - [Release notes](https://github.com/pallets/click/releases) - [Changelog](https://github.com/pallets/click/blob/main/CHANGES.rst) - [Commits](pallets/click@7.0...8.0.3) --- updated-dependencies: - dependency-name: click dependency-type: direct:production ... Signed-off-by: dependabot[bot] <support@github.com> * Update mypy requirement from <0.813,>=0.600 to >=0.600,<0.911 Updates the requirements on [mypy](https://github.com/python/mypy) to permit the latest version. - [Release notes](https://github.com/python/mypy/releases) - [Commits](python/mypy@v0.600...v0.910) --- updated-dependencies: - dependency-name: mypy dependency-type: direct:development ... Signed-off-by: dependabot[bot] <support@github.com> * Added tests for Mixpanel tasks * Added handling of Mixpanel error response * Small improvements * Added change file and updated outline * Fixed typo in change file * Fixed quotes in outline.toml * Added group_events option * Update mypy requirement from <0.911,>=0.600 to >=0.600,<0.931 Updates the requirements on [mypy](https://github.com/python/mypy) to permit the latest version. - [Release notes](https://github.com/python/mypy/releases) - [Commits](python/mypy@v0.600...v0.930) --- updated-dependencies: - dependency-name: mypy dependency-type: direct:development ... Signed-off-by: dependabot[bot] <support@github.com> * Refactored Mixpanel tasks __init__.py * Small refactor of import statement * CubeJS Query Task added along with tests * Added outline * Added change file * Fixed typo in outline * Moved var init after docstring * Added extra cubejs * Run black * Added PyJWT to test requirements * Fixedo typo in test-requirements file * Remove upper bound version for PyJWT * Run Black * Update src/prefect/tasks/mixpanel/__init__.py Co-authored-by: Terrence Dorsey <terrend@mishu.com> * Update src/prefect/tasks/mixpanel/mixpanel_tasks.py Co-authored-by: Terrence Dorsey <terrend@mishu.com> * Update src/prefect/tasks/mixpanel/mixpanel_tasks.py Co-authored-by: Terrence Dorsey <terrend@mishu.com> * Update src/prefect/tasks/mixpanel/mixpanel_tasks.py Co-authored-by: Terrence Dorsey <terrend@mishu.com> * Update src/prefect/tasks/mixpanel/mixpanel_tasks.py Co-authored-by: Terrence Dorsey <terrend@mishu.com> * Update src/prefect/tasks/mixpanel/mixpanel_tasks.py Co-authored-by: Terrence Dorsey <terrend@mishu.com> * Update src/prefect/tasks/mixpanel/mixpanel_tasks.py Co-authored-by: Terrence Dorsey <terrend@mishu.com> * Update src/prefect/tasks/mixpanel/mixpanel_tasks.py Co-authored-by: Terrence Dorsey <terrend@mishu.com> * Update src/prefect/tasks/mixpanel/mixpanel_tasks.py Co-authored-by: Terrence Dorsey <terrend@mishu.com> * Update src/prefect/tasks/mixpanel/mixpanel_tasks.py Co-authored-by: Terrence Dorsey <terrend@mishu.com> * Update src/prefect/tasks/mixpanel/mixpanel_tasks.py Co-authored-by: Terrence Dorsey <terrend@mishu.com> * Update src/prefect/tasks/mixpanel/mixpanel_tasks.py Co-authored-by: Terrence Dorsey <terrend@mishu.com> * Update src/prefect/tasks/mixpanel/mixpanel_tasks.py Co-authored-by: Terrence Dorsey <terrend@mishu.com> * Update src/prefect/tasks/mixpanel/mixpanel_tasks.py Co-authored-by: Terrence Dorsey <terrend@mishu.com> * Update src/prefect/tasks/mixpanel/mixpanel_tasks.py Co-authored-by: Terrence Dorsey <terrend@mishu.com> * Update src/prefect/tasks/mixpanel/mixpanel_tasks.py Co-authored-by: Terrence Dorsey <terrend@mishu.com> * Update src/prefect/tasks/mixpanel/mixpanel_tasks.py Co-authored-by: Terrence Dorsey <terrend@mishu.com> * Update src/prefect/tasks/mixpanel/mixpanel_tasks.py Co-authored-by: Terrence Dorsey <terrend@mishu.com> * Update src/prefect/tasks/mixpanel/mixpanel_tasks.py Co-authored-by: Terrence Dorsey <terrend@mishu.com> * Update src/prefect/tasks/mixpanel/mixpanel_tasks.py Co-authored-by: Terrence Dorsey <terrend@mishu.com> * Update src/prefect/tasks/mixpanel/mixpanel_tasks.py Co-authored-by: Terrence Dorsey <terrend@mishu.com> * Update src/prefect/tasks/mixpanel/mixpanel_tasks.py Co-authored-by: Terrence Dorsey <terrend@mishu.com> * Update src/prefect/tasks/mixpanel/mixpanel_tasks.py Co-authored-by: Terrence Dorsey <terrend@mishu.com> * Update src/prefect/tasks/mixpanel/mixpanel_tasks.py Co-authored-by: Terrence Dorsey <terrend@mishu.com> * Update src/prefect/tasks/mixpanel/mixpanel_tasks.py Co-authored-by: Terrence Dorsey <terrend@mishu.com> * Update src/prefect/tasks/mixpanel/mixpanel_tasks.py Co-authored-by: Terrence Dorsey <terrend@mishu.com> * Update src/prefect/tasks/mixpanel/mixpanel_tasks.py Co-authored-by: Terrence Dorsey <terrend@mishu.com> * Update src/prefect/tasks/mixpanel/mixpanel_tasks.py Co-authored-by: Terrence Dorsey <terrend@mishu.com> * Applied suggestions from reviewers * Fixed failing test * Run Black * Fixed flake8 warnings * Run Black * Removed Mixpanel stuff * Removed mixpanel entry from outline to fix docs tests * Severale adjustments based on reviewers' suggestions * Test refactoring following suggestions * Run Black Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> Co-authored-by: Alessandro Lollo <alessandro.lollo@cloudacademy.com> Co-authored-by: Terrence Dorsey <terrend@mishu.com> Co-authored-by: Michael Adkins <madkinszane@gmail.com>

AlessandroLollo and others added 23 commits March 27, 2021 18:30

Merge pull request #1 from PrefectHQ/master

379270d

Sync to Prefect main repo

Merge branch 'PrefectHQ:master' into master

a621fa7

Merge branch 'PrefectHQ:master' into master

8ec54c9

Merge pull request #3 from AlessandroLollo/dependabot/pip/mypy-gte-0.…

4e8a10c

…600-and-lt-0.911 Update mypy requirement from <0.813,>=0.600 to >=0.600,<0.911

Merge pull request #2 from AlessandroLollo/dependabot/pip/click-gte-7…

a7980c2

….0-and-lt-9.0 Update click requirement from <8.0,>=7.0 to >=7.0,<9.0

Merge branch 'PrefectHQ:master' into master

17b2856

Merge branch 'PrefectHQ:master' into master

d8a27b9

Added tests for Mixpanel tasks

f82cd1a

Added handling of Mixpanel error response

4fea3aa

Small improvements

05c3d82

Added change file and updated outline

8aec26d

Fixed typo in change file

490a6d3

Fixed quotes in outline.toml

0232294

Added group_events option

03a2790

Merge branch 'PrefectHQ:master' into master

3b5b85f

Merge pull request #5 from AlessandroLollo/dependabot/pip/mypy-gte-0.…

6e3b9e1

…600-and-lt-0.931 Update mypy requirement from <0.911,>=0.600 to >=0.600,<0.931

Refactored Mixpanel tasks __init__.py

9c573be

Small refactor of import statement

d6c7fb0

CubeJS Query Task added along with tests

d887f19

Added outline

2382d4c

AlessandroLollo requested review from desertaxle, zanieb and tpdorsey as code owners December 27, 2021 14:02

alollo-ca added 4 commits December 27, 2021 15:03

Added change file

974f92a

Fixed typo in outline

bef5d58

Moved var init after docstring

4cd192b

Added extra cubejs

955bc26

gjshadow reviewed Dec 28, 2021

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tpdorsey suggested changes Dec 28, 2021

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alollo-ca added 8 commits December 29, 2021 08:34

Merge branch 'master' into feature/add-cubejs-tasks

27b03e4

Applied suggestions from reviewers

f5179ff

Fixed failing test

5cb6318

Run Black

d8f613d

Fixed flake8 warnings

cf0b263

Run Black

da59d3d

Removed Mixpanel stuff

72b8a5b

Removed mixpanel entry from outline to fix docs tests

56c4ad1

tpdorsey previously approved these changes Dec 29, 2021

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desertaxle requested changes Dec 29, 2021

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zanieb reviewed Dec 29, 2021

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desertaxle requested changes Dec 29, 2021

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Severale adjustments based on reviewers' suggestions

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AlessandroLollo dismissed tpdorsey’s stale review via 100fa87 December 29, 2021 20:26

AlessandroLollo requested a review from desertaxle December 30, 2021 07:30

desertaxle requested changes Jan 3, 2022

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Test refactoring following suggestions

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AlessandroLollo dismissed desertaxle’s stale review via 92187f8 January 3, 2022 16:01

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Merge branch 'master' into feature/add-cubejs-tasks

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zanieb merged commit 95655d8 into PrefectHQ:master Jan 10, 2022

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Feature/add cubejs tasks #5280

Feature/add cubejs tasks #5280

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		@@ -0,0 +1,5 @@
		feature:
		- "Added CubeJS Query Task - [#5280](https://github.com/PrefectHQ/prefect/pull/5280)"

	- "Added CubeJS Query Task - [#5280](https://github.com/PrefectHQ/prefect/pull/5280)"
	- "Added Cube.js Query Task - [#5280](https://github.com/PrefectHQ/prefect/pull/5280)"

		@@ -0,0 +1,10 @@
		"""
		This is a collection of tasks to interact with a CubeJS/Cube Cloud environment.

	This task calls CuebJS Quuery API and returns the result
	This task calls the Cube.js load API and returns the result

	More info about CubeJS Query API at
	More info about Cube.js load API at

	Query format can be found at: https://cube.dev/docs/query-format
	Query format can be found at: https://cube.dev/docs/query-format.

	then a 7 days expiration period is added automatically.
	then a 7-day expiration period is added automatically.

	More info at: https://cube.dev/docs/security/context
	More info at: https://cube.dev/docs/security/context.

	- `prefect.engine.signals.FAIL` if the CubeJS Query API fails.
	- `prefect.engine.signals.FAIL` if the Cube.js load API fails.


		params = {"query": json.dumps(query)}

		wait_time_between_api_calls = 10

	raise FAIL(message="Cube.js load API took too long to provide a response.")
	raise FAIL(message=f"Cube.js load API took longer than {max_wait_time} seconds to provide a response.")

	message=f"Cube.js load API failed!. Error is: {response.reason}"
	message=f"Cube.js load API failed! Error is: {response.reason}"

	assert "Cube.js load API failed!." in str(exc)
	assert "Cube.js load API failed!" in str(exc)

Feature/add cubejs tasks #5280

Feature/add cubejs tasks #5280

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AlessandroLollo commented Dec 27, 2021

Summary

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