[BUG] New flytekit SDK versions fails when registering a script

[zshareef]

Describe the bug

If we use flytekit 1.13.0 or higher version then we get the error that failed to compile workflow and TaskReferenceNotFound. Till version flytekit==1.11.0 everything was working fine. But when we have a new clean installation with flytekit==1.13.0 or higher versions then we get the following error:

debug_error_string = "UNKNOWN:Error received from peer {grpc_message:"failed to compile workflow for [resource_type:WORKFLOW project:\"playground\" domain:\"dev\" name:\"hello.hello_wf\" version:\"c2d8jj\"] with err failed to compile workflow with err Collected Errors: 1\n\tError 0: Code: TaskReferenceNotFound, Node Id: start-node, Description: Referenced Task [resource_type:TASK name:\"hello.hello_world\" version:\"c2d8jj\"] not found.\n", grpc_status:3, created_time:"2024-08-28T14:11:52.293396625+00:00"}"

Expected behavior

In expected behavior the workflow should be compiled and TaskReference should be found. The workflow should execute properly without any error.

Additional context to reproduce

Flytekit Issues

There is a bug in Flytekit SDK when registering a script.

Reproduce issue

Required software

• Docker
• flytectl for Sandbox

Steps-to-reproduce

• Start Flyte demo cluster on your host: flytectl demo start.
• Create a clean Docker container and switch to it. It is being used to submit a workflow from which to submit a workflow. All commands are now being executed from inside the docker container: docker run -it --network="host" python:3.11 /bin/bash.
• Install nano editor: apt update && apt install -y nano
• Install flytekit: pip install flytekite==1.13.4.
• Create a directory in /tmp: mkdir /tmp/hello_world && cd /tmp/hello_world
• Create an example workflow touch hello_world.py and edit the following content:

from flytekit import task, workflow

@task
def say_hello() -> str:
    return "Hello, World!"

@workflow
def hello_world_wf() -> str:
    res = say_hello()
    return res

• Create a script from which to run the workflow touch flyte_runner.py:

"""Runs a Flyte workflow called directly from Python."""

import json
import logging
import os
import random
import string
import sys
from importlib import import_module
from pathlib import Path
from typing import Any, List

import keyring
from flytekit import WorkflowExecutionPhase
from flytekit.configuration import Config as FlyteConfig
from flytekit.configuration import ImageConfig, PlatformConfig
from flytekit.core.notification import Email
from flytekit.models.security import Identity, SecurityContext
from flytekit.remote.remote import FlyteRemote
from flytekit.tools.translator import Options

def _create_flyte_remote(project: str, domain: str, url: str) -> FlyteRemote:
    """Creates a flyte config file."""
    return FlyteRemote(
        config=FlyteConfig(platform=PlatformConfig(endpoint=url, insecure=True)),
        default_domain=domain,
        default_project=project,
    )

def load_function(python_file: Path, function: str) -> Any:
    """Loads a function by name."""
    module_path = python_file.parent.resolve()
    module = os.path.basename(python_file).replace(".py", "")

    sys.path.append(str(module_path))
    module = import_module(module)

    return getattr(module, function)

def run_workflow(
    project: str,
    domain: str,
    url: str,
    workflow_file: str,
    workflow: str,
):
    """Runs a Flyte workflow."""
    try:
        options = Options()

        workflow_file_path = Path(workflow_file)

        flyte_remote = _create_flyte_remote(project=project, domain=domain, url=url)
        entity_wf = load_function(workflow_file_path, workflow)
        random_suffix = "".join(random.choice(string.ascii_lowercase + string.digits) for _ in range(6))  # noqa: S311
        execution_id = f"{workflow.replace('_', '-')}-{random_suffix}"

        flyte_remote.register_script(
            entity=entity_wf,
            source_path=workflow_file_path.parent.resolve(),
            options=options,
            version=random_suffix,
            copy_all=True,
        )

        flyte_remote.execute(
            entity=entity_wf,
            image_config=ImageConfig.auto_default_image(),
            options=options,
            version=random_suffix,
            wait=False,
            inputs=inputs,
            execution_name=execution_id,
        )

        logging.info(f"Flyte execution ID: {execution_id}")
    except Exception as e:
        logging.error(f"Error in Flyte Runner: {e}")
        sys.exit(1)

if __name__ == "__main__":
    run_workflow(
        project="flytesnacks",
        domain="development",
        url="localhost:30080",
        workflow_file="hello_world.py",
        workflow="hello_world_wf",
    )

• Now try to run submit the workflow: python flyte_runner.py

Screenshots

Are you sure this issue hasn't been raised already?

• [X] Yes

Have you read the Code of Conduct?

• [X] Yes

[welcome[bot]]

Thank you for opening your first issue here! 🛠

[runllm[bot]]

The error you're encountering (TaskReferenceNotFound) when using flytekit version 1.13.0 or higher is likely due to changes in how tasks and workflows are registered and referenced in newer versions. This issue can be related to the module resolution and task registration process.

According to this GitHub issue, Flytekit versions after 0.32.0 handle module names differently, which might be causing the TaskReferenceNotFound error. Additionally, this discussion suggests that the task resolver might be confused about the task's location.

Would you like more detailed steps or further assistance?

Sources:

• Housekeeping: Task resolver is not aware of the module when executed as top-level code environment
• Flyte Discussion on Task Resolver

---

This is an AI-generated response and your feedback is appreciated! Please leave a 👍 if this is helpful and 👎 if it is not.

Mention @runllm to ask follow-up questions. See runllm.com for more!

[zshareef]

Hi @eapolinario

Any update on this Ticket/issue.

[kumare3]

@zshareef I was able to reproduce, trying to look what the possible problem is. Why are you not using pyflyte run? @eapolinario did you take a look?

[eapolinario]

Some bisecting points to https://github.com/flyteorg/flytekit/pull/2367 as the culprit.

We know that something broke after 1.11.0, the bug was introduced by. Here's the git bisect details:

❯ git bisect start $(git show -s --format=%H v1.12.0) $(git show -s --format=%H v1.11.0)
Bisecting: 54 revisions left to test after this (roughly 6 steps)
[e121d35009b6b91112c1ba1a007edcce2e18d7d7] fix databricks job request serialization (#2286)

~/repos/flytekit @e121d350 *2 bisect
❯ git bisect good
Bisecting: 27 revisions left to test after this (roughly 5 steps)
[824353d784f16ce6c4330e91fb9fada15191c754] Feature/array node workflow parallelism (#2268)

~/repos/flytekit @824353d7 *2 bisect
❯ git bisect good
Bisecting: 13 revisions left to test after this (roughly 4 steps)
[93f690c2124d1c15c6c65cd98d384f881dba41fb] Query by default when missing (#2379)

~/repos/flytekit @93f690c2 *2 bisect
❯ git bisect bad
Bisecting: 6 revisions left to test after this (roughly 3 steps)
[f1689b7dbd3e872dbb48e92d968c87826ffc6bde] Remove redundant error message and update exit strategy (#2374)

~/repos/flytekit @f1689b7d *2 bisect
❯ git bisect good
Bisecting: 3 revisions left to test after this (roughly 2 steps)
[da0485faf763de9b0db2b452ea1c97c24f2d213b] Fix use default inputs with remote LaunchPlan (#2372)

~/repos/flytekit @da0485fa *2 bisect
❯ git bisect bad
Bisecting: 0 revisions left to test after this (roughly 1 step)
[069f87b064dabe918b192214c83649f8da5f5056] Use default serialization settings if serialization_settings is None (#2367)

Reverting that commit fixes the issue. The original PR is https://github.com/flyteorg/flytekit/pull/2367.

[zshareef]

Hi @eapolinario

Thank you very much for your reply. Please let me know once you fix this bug and we can test it.