flyte-org #ask-the-community

ask-the-community

Marcus Isnard

07/15/2022, 6:17 PM

I have deployed the Flyte Sandbox to a remote machine -- UI is accessible and everything is up. I have set the endpoint in ~/.flyte/config.yaml. When I run a workflow using PyFlyte and a custom container in a registry local to my machine, I get the following error:

flytekit.exceptions.user.FlyteAssertion: Failed to put data from /tmp/tmpby0anszu/script_mode.tar.gz to <http://localhost:30084/my-s3-bucket/ff/flytesnacks/development/MOAHDD5B6MWAWQCHZQVZWQX6UU%3D%3D%3D%3D%3D%3D/scriptmode.tar.gz?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=minio%2F20220715%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20220715T180620Z&X-Amz-Expires=3600&X-Amz-SignedHeaders=content-md5%3Bhost&X-Amz-Signature=d807a4f73adf126a579aa7dcbe1800e8654559f37c8728500b61d20b067d804e> (recursive=False).

Original exception: HTTPConnectionPool(host='localhost', port=30084): Max retries exceeded with url: /my-s3-bucket/ff/flytesnacks/development/MOAHDD5B6MWAWQCHZQVZWQX6UU%3D%3D%3D%3D%3D%3D/scriptmode.tar.gz?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=minio%2F20220715%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20220715T180620Z&X-Amz-Expires=3600&X-Amz-SignedHeaders=content-md5%3Bhost&X-Amz-Signature=d807a4f73adf126a579aa7dcbe1800e8654559f37c8728500b61d20b067d804e (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f440c5cd910>: Failed to establish a new connection: [Errno 111] Connection refused'))

Taeef Najib

07/17/2022, 10:57 PM

I’m posting this separately because I think the previous message would confuse others. I use windows. I tried installing flytectl using my vs code terminal (cmd) but I can’t upgrade or check the version of flytectl. I installed it inside my project folder, then I also installed it inside my user folder (C:\Users\user\) and also added the PATH (C:\Users\user\bin) to my environment. Under the bin folder, I can see the flytectl file, but when I try the code

flytectl upgrade

flytectl version

my terminal returns this error:

'flytectl' is not recognized as an internal or external command

That’s where I’m stuck. Do you have any suggestions? 😞 BTW, I used:

curl -sL <https://ctl.flyte.org/install> | bash

and got this:

flyteorg/flytectl info checking GitHub for latest tag
flyteorg/flytectl info found version: 0.6.4 for v0.6.4/Linux/x86_64
flyteorg/flytectl info installed ./bin/flytectl

My concern is whether flytectl can be used on Windows or not! Because someone else tried to reproduce this error using a Windows machine and received the same error. Does any Windows user could use flytectl?

karthikraj

07/20/2022, 4:02 AM

Hi, I have deloyed the helm-charts in AWS by following the charts available here. When I deploy, the target groups for HTTP and GRPC are being created in AWS but both backend-protocol version are HTTP, so the grpc target group is never coming healthy. Any solution here? Do I need to edit anything here? Do i need to add a separate ingress rules for HTTP and GRPC?

Taeef Najib

07/23/2022, 4:55 PM

I was trying to test Pima Diabetes project using Flyte as per the documentation. When I try:

pyflyte run --remote model.py:diabetes_xgboost_model

The first task (split_traintest_dataset) fails and I get this error:

[1/1] currentAttempt done. Last Error: USER::Pod failed. No message received from kubernetes.
[ffeb1a0e5b4f44d81a8c-n0-0] terminated with exit code (1). Reason [Error]. Message: 
cked
  File "<frozen importlib._bootstrap>", line 688, in _load_unlocked
  File "<frozen importlib._bootstrap_external>", line 883, in exec_module
  File "<frozen importlib._bootstrap>", line 241, in _call_with_frames_removed
  File "/root/model.py", line 14, in <module>
    import joblib
ModuleNotFoundError: No module named 'joblib'
Traceback (most recent call last):
  File "/usr/local/bin/pyflyte-fast-execute", line 8, in <module>
    sys.exit(fast_execute_task_cmd())
  File "/usr/local/lib/python3.10/site-packages/click/core.py", line 1130, in __call__
    return self.main(*args, **kwargs)
  File "/usr/local/lib/python3.10/site-packages/click/core.py", line 1055, in main
    rv = self.invoke(ctx)
  File "/usr/local/lib/python3.10/site-packages/click/core.py", line 1404, in invoke
    return ctx.invoke(self.callback, **ctx.params)
  File "/usr/local/lib/python3.10/site-packages/click/core.py", line 760, in invoke
    return __callback(*args, **kwargs)
  File "/usr/local/lib/python3.10/site-packages/flytekit/bin/entrypoint.py", line 506, in fast_execute_task_cmd
    subprocess.run(cmd, check=True)
  File "/usr/local/lib/python3.10/subprocess.py", line 524, in run
    raise CalledProcessError(retcode, process.args,
subprocess.CalledProcessError: Command '['pyflyte-execute', '--inputs', '<s3://my-s3-bucket/metadata/propeller/flytesnacks-development-ffeb1a0e5b4f44d81a8c/n0/data/inputs.pb>', '--output-prefix', '<s3://my-s3-bucket/metadata/propeller/flytesnacks-development-ffeb1a0e5b4f44d81a8c/n0/data/0>', '--raw-output-data-prefix', '<s3://my-s3-bucket/kh/ffeb1a0e5b4f44d81a8c-n0-0>', '--checkpoint-path', '<s3://my-s3-bucket/kh/ffeb1a0e5b4f44d81a8c-n0-0/_flytecheckpoints>', '--prev-checkpoint', '""', '--dynamic-addl-distro', '<s3://my-s3-bucket/bc/flytesnacks/development/NBHGKLLB7JMWQJQQLZNV66UGGU======/scriptmode.tar.gz>', '--dynamic-dest-dir', '.', '--resolver', 'flytekit.core.python_auto_container.default_task_resolver', '--', 'task-module', 'model', 'task-name', 'split_traintest_dataset']' returned non-zero exit status 1.
.

`Any idea what's wrong? I faced a similar issue while trying the MNIST digits classification project.

Rupsha Chaudhuri

07/25/2022, 7:21 AM

Hi team.. I'm trying to schedule a launchplan based on the example here. However when I execute the activation command

flytectl update launchplan -p flyteexamples -d development {{ name_of_lp }} --activate

it's erroring out

launch plan version wasn't passed

Calvin Leather

07/26/2022, 7:20 PM

Hey we ran into an interesting problem today... we have a map task that calls a C binary that uses a large reference dataset from disk to do some computations on a new smaller dataset. It keeps failing with a rather mysterious error:

[0]: code:"ResourceDeletedExternally" message:"resource not found, name [e2e-workflows-development/fb2xnzxy-n2-0-0]. reason: pods \"fb2xnzxy-n2-0-0\" not found"

We then checked control plan logs and they suggested the pod was being evicted due to memory pressure (137 = k8s OOM status code):

"containerStatuses": [
                {
                    "name": "fb2xnzxy-n2-0-0",
                    "state": {
                        "terminated": {
                            "exitCode": 137,
....

However when we look at grafana, we see that memory used is really low, way below requests/limits... however, we found that the memory cache was quite high. We then found a k8s issue about memory cache being incorrectly counted as "used" memory by kubelet when it looks at memory pressure. Note quite a flyte issue, more of a k8s issue, but the log was a bit mysterious and we're still figuring out resolution.

👀 1

Taeef Najib

07/27/2022, 3:13 AM

I'm on Windows 10. I've installed

flytekit

using:

pip install flytekit

tried to reinstall it, used conda to install it, removed it and then installed it again using pip. But when I use

flytekit status

on my vscode terminal I get this error:

'flytekit' is not recognized as an internal or external command,
operable program or batch file.

I've added these PATHS to my environment variables [the image is attached] Can anyone please give me a clue? Why is

flytekit

or any of its features like

pyflyte

is not recognized on my terminal (either vscode or cmd)? Any help would be really appreciated. Thanks.

Ekku Jokinen

07/27/2022, 2:17 PM

Hello! I’m very new to Flyte, and I’m trying to deploy some workflows to AWS to make processing faster. I have a deployment running, console is accessible and all. Now I need to deploy the custom images to AWS, and I’m wondering what would be the recommended way to do so. I understand the images should be pushed to a registry, should I go for AWS ECR, perhaps Docker hub, or something else? And after pushing the images to a registry, how do I configure the flyte cluster to be able to access those images? Best, Ekku, CTO & Co-Founder @ inven

Eduardo Apolinario (eapolinario)

07/27/2022, 6:35 PM

@Calvin Leather / @Louis DiNatale, just following up on the resource overriding issue we talked about earlier today. If I remember correctly, you were seeing a discrepancy between setting task resource limits using the @task decorator vs setting default values via

flytectl update task-resource-attribute

and the task resource defaults defined in the helm chart values file. Just so we can dive deeper on this, can you tell us a bit about what you tried? We're probably missing some documentation around this area.

:thx: 1

Ailin Yu

07/27/2022, 11:40 PM

Hello! Might I be given permissions to push branches to flyteplugins so I may contribute to this change? Not sure how this is usually done around here 🙏

ERROR: Permission to flyteorg/flyteplugins.git denied to niliayu.
fatal: Could not read from remote repository.

Please make sure you have the correct access rights
and the repository exists.

Bruno Freitas

07/28/2022, 12:33 PM

Hi, everyone. Has someone used Keycloak as an external authorization server on Flyte? I followed the Flyte doc at the https://docs.flyte.org/en/latest/deployment/cluster_config/auth_setup.html#deployment-cluster-config-auth-setup to configure the clients and secrets and also defined the audience as mentioned in the issue (https://github.com/flyteorg/flyte/issues/2606). However, FlytePropeller has an error when I launch workflows in Flyte. I think the error is related to the FlyteAdmin events component (https://docs.flyte.org/en/latest/concepts/component_architecture/flytepropeller_architecture.html#flyteadmin-events) on FlytePropeller according to the following error message: EventSinkError: Error sending event, caused by [rpc error: code = Unauthenticated desc = transport: per-RPC creds failed due to error: oauth2: cannot fetch token:

Andrew Achkar

07/28/2022, 5:54 PM

Hi, is it possible to get at some underlying task execution data from the flytekit python sdk? Specifically, say I create a

SagemakerBuiltinAlgorithmsTask

and I would like to retrieve the

TrainingJobName

, which the backend plugin has access to.

Nada Saiyed

07/28/2022, 7:09 PM

Hello.. i am trying to work with flyte’s

sagemaker_custom_training

plugin and when the SageMaker TrainingJob is launched it looks at a

flytekit_sagemaker_runner.py

script as an

ENTRYPOINT

. Where can i find this script?

Rupsha Chaudhuri

07/28/2022, 7:55 PM

Hi team.. quick question regarding scheduling. If I "activate" 1 version of a launchplan, does it automatically deactivate the other versions?

Arnaud Melin

07/29/2022, 8:36 AM

Hi everyone 👋 I’m trying to get started with Flyte on my laptop but

flytectl

won’t work - is there any known issue installing flyte on a M1 Apple chip ? thanks a lot for your hel !

Tom Szumowski

07/29/2022, 6:11 PM

Hi everyone! Another beginner question here. I'd like to run one task in a workflow with a specific image. I found and followed these docs but ran into an error. I attached the provided example

basic_workflow.py

, but with the

t2

task decorator changed to:

@task(container_image="python:3.7")

When I run it, I get this error:

[f902b0296c1a94ed4ade-n1-0] terminated with exit code (128). Reason [StartError]. Message: 
failed to create containerd task: failed to create shim: OCI runtime create failed: container_linux.go:380: starting container process caused: exec: "pyflyte-fast-execute": executable file not found in $PATH: unknown.

Is it possible to use any arbitrary image as a task there? Or does the image need to follow a specific build process that includes

pyflyte-fast-execute

? Thank you!

Untitled.py

Tom Szumowski

08/01/2022, 5:35 PM

Question: Is it possible to pass modules along with the workflow file when executing the workflow? As an example, I modified

basic_workflow.py

to import a module function instead of have it defined directly. Here is the workflow code: basic_workflow.py
(modified):

import typing
from typing import Tuple

from example import example_fn
from flytekit import task, workflow


@task
def t1(a: int) -> typing.NamedTuple("OutputsBC", t1_int_output=int, c=str):
    # return a + 2, "world"
    return example_fn(a)


@task
def t2(a: str, b: str) -> str:
    return b + a


@workflow
def module_wf(a: int, b: str) -> Tuple[int, str]:
    x, y = t1(a=a)
    d = t2(a=y, b=b)
    return x, d

(notice

from example import example_fn

) example.py
(the imported module):

from typing import Tuple

def example_fn(a: int) -> Tuple[int, str]:
    return a + 2, "world"

When I execute:

pyflyte run --remote basic_workflow.py module_wf --a 5 --b hello

I get the error:

ModuleNotFoundError: No module named 'example'

Mike Zhong

08/02/2022, 12:57 PM

Hello flyte team, we are encountering the following error when running one of our larger map-tasks. We did not encounter this error on previous map-tasks but we are seeing this reproducibly (last 2 runs) now. Any thoughts on the cause?

Tom Szumowski

08/02/2022, 7:30 PM

Hi! Question on Logging. I'm running on GCP (configured using Opta + some customizing). I noticed I am only getting logs from

print

statements in my tasks, but not

<http://logging.info|logging.info>

. I was wondering what's needed to set up logging for GCP (GKE). I found this document, but wasn't sure what settings would be appropriate for GCP. FIgured I'd check here first before diving too deep. https://docs.flyte.org/projects/cookbook/en/latest/auto/deployment/configure_logging_links.html#sphx-glr-auto-deployment-configure-logging-links-py Thank you!

Andrew Achkar

08/03/2022, 2:56 PM

Hello, when I am packaging using

pyflyte package

command (following this guide basically) I am running into a strange issue where the serialized task definitions end up with a resolver path like

--resolver site-packages.flytekit.core.python_auto_container.default_task_resolver

Note the leading

site-packages

. Anyone know why this might be getting added / how to resolve it?

Hanno Küpers

08/08/2022, 12:40 PM

Hey all, I am trying to access AWS services from tasks running in the demo cluster. When I set

AWS_ACCESS_KEY_ID

as environment variable in a task I get the following error (here, I tried it with the example workflow from the documentation, https://docs.flyte.org/en/latest/getting_started/index.html, just adding

os.environ["AWS_ACCESS_KEY_ID"]="secret_value"

to a task). It seems that the environment variable is picked up when artifacts are stored on minio? Does anybody know how to resolve it? What am I missing here?

[1/1] currentAttempt done. Last Error: USER::Pod failed. No message received from kubernetes.
[fc0d281b2d8144efcb5d-n0-0] terminated with exit code (1). Reason [Error]. Message: 
cess exited with error code: 1.  Stderr dump:

b'upload failed: ../tmp/flyte-0ws144nx/sandbox/local_flytekit/engine_dir/error.pb to <s3://my-s3-bucket/metadata/propeller/flytesnacks-development-fc0d281b2d8144efcb5d/n0/data/0/error.pb> An error occurred (AccessDenied) when calling the PutObject operation: Access Denied.\n'
Traceback (most recent call last):
  File "/usr/local/bin/pyflyte-fast-execute", line 8, in <module>
    sys.exit(fast_execute_task_cmd())
  File "/usr/local/lib/python3.9/site-packages/click/core.py", line 1130, in __call__
    return self.main(*args, **kwargs)
  File "/usr/local/lib/python3.9/site-packages/click/core.py", line 1055, in main
    rv = self.invoke(ctx)
  File "/usr/local/lib/python3.9/site-packages/click/core.py", line 1404, in invoke
    return ctx.invoke(self.callback, **ctx.params)
  File "/usr/local/lib/python3.9/site-packages/click/core.py", line 760, in invoke
    return __callback(*args, **kwargs)
  File "/usr/local/lib/python3.9/site-packages/flytekit/bin/entrypoint.py", line 507, in fast_execute_task_cmd
    subprocess.run(cmd, check=True)
  File "/usr/local/lib/python3.9/subprocess.py", line 528, in run
    raise CalledProcessError(retcode, process.args,
subprocess.CalledProcessError: Command '['pyflyte-execute', '--inputs', '<s3://my-s3-bucket/metadata/propeller/flytesnacks-development-fc0d281b2d8144efcb5d/n0/data/inputs.pb>', '--output-prefix', '<s3://my-s3-bucket/metadata/propeller/flytesnacks-development-fc0d281b2d8144efcb5d/n0/data/0>', '--raw-output-data-prefix', '<s3://my-s3-bucket/test/hx/fc0d281b2d8144efcb5d-n0-0>', '--checkpoint-path', '<s3://my-s3-bucket/test/hx/fc0d281b2d8144efcb5d-n0-0/_flytecheckpoints>', '--prev-checkpoint', '""', '--dynamic-addl-distro', '<s3://my-s3-bucket/b6/flytesnacks/development/A7HCCVU2345H3DD7M6S5QIAJ2U======/scriptmode.tar.gz>', '--dynamic-dest-dir', '/root', '--resolver', 'flytekit.core.python_auto_container.default_task_resolver', '--', 'task-module', 'example_workflow', 'task-name', 'generate_normal_df']' returned non-zero exit status 1.
.

Mike Zhong

08/09/2022, 6:16 PM

Hello flyte team. I have a question regarding using persistent volumes (PVs) and persistent volume claims (PVCs) with flyte tasks and workflows. More specifically, I’m interested in using an AWS

efs

volume in my

eks

cluster as a shared mount for

ReadWriteMany

. I have looked at this example and see the

V1Volume

being passed into the pod spec. I’m looking through these docs and see that you can create a

V1Volume

from a

persistent_volume_claim

. So in theory, I can just create a PV and PVC in my cluster, include them in my pod spec, and attach the spec to a flyte task. But I noticed that PVCs are namespace specific and flyte uses the

project-domain

namespace for tasks/workflows that are executing. Two questions. 1. Are PVCs the right solution here and if so, how can I dynamically create PVCs for my

project-domain

s? Is this something flyte could be configured to do for us or would we be responsible for ensuring any referenced PVCs and PVs exist. 2. What other options are available for mounting shared persistent volumes to my flyte tasks?

Chris Antenesse

08/11/2022, 4:39 PM

howdy! i’ve deployed Flyte in AWS manually in EKS per the docs. things look good from a deployment perspective - the deployment, pods, services, and ingresses are up. i can hit the console web UI at the expected hostname. two things i havent done are get our SSL certs working on the ingress yet or set an authentication method. but i wanted to get the

flytectl

config set and be able to interact with the cluster via the command line with a minimum configuration before doing those two things. my minimal config looks like this

admin:
 endpoint: dns:///admin.flyte.us3.predictap.com
 insecure: true

flytectl version

output is this

{
  "App": "flytectl",
  "Build": "62b86f6",
  "Version": "0.6.7",
  "BuildTime": "2022-08-11 11:33:31.781304 -0500 CDT m=+0.021446651"
}%

i think my config is good enough, i ran

flytectl config validate

chrisantenesse@Chriss-MacBook-Pro-2 ~ % flytectl config validate
Couldn't find a config file.
Validated config file successfully.

but when i do something like

flytectl get projects

, i’m getting this

{"json":{},"level":"error","msg":"failed to initialize token source provider. Err: failed to fetch auth metadata. Error: rpc error: code = Unavailable desc = connection closed","ts":"2022-08-11T11:35:12-05:00"}
{"json":{},"level":"warning","msg":"Starting an unauthenticated client because: can't create authenticated channel without a TokenSourceProvider","ts":"2022-08-11T11:35:12-05:00"}
{"json":{},"level":"info","msg":"Initialized Admin client","ts":"2022-08-11T11:35:12-05:00"}
Error: rpc error: code = Unavailable desc = connection closed
{"json":{},"level":"error","msg":"rpc error: code = Unavailable desc = connection closed","ts":"2022-08-11T11:35:12-05:00"}

i jumped on both flyteadmin pods shell and was able to confirm that traffic coming through the ingress was actually hitting the pods. basically ran

watch -n1 netstat -anp

and watched a connection get established. i also ran

tcpdump

locally and watched my local machine make the outbound request, etc. so i dont think this is due to a misconfiguration in the k8s side of things. i ran a

kubectl logs …

on both pods, but never saw entries from the flyteadmin server indicating that something happened (good or bad). im new to the flyte world and appreciate the help in advance!

allen

08/11/2022, 6:29 PM

[Flyte on AWS issue] Hey all, have a naive question, which folks here might be able to answer quickly. I’m running

flytectl register files --project flytesnacks --domain development --archive flyte-package.tgz --version v1

to run the example flyte wf on flyte in my AWS cluster, but root issue: Flyteadmin is having an issue registering workflows, it’s giving me:

400, request id: 4f2d416c-94bb-40dd-9972-e89e7d9cb0db and base container: s3://<my s3 bucket name>","ts":"2022-08-11T14:20:02-04:00"}

what I think is missing: I think this is an access issue. I have an S3 bucket with an IAM managed policy allowing access to all S3 operations, and then I associate the policy with the Flyte system role I created here https://docs.flyte.org/en/latest/deployment/aws/manual.html#flyte-system-role. I think that’s all the necessary setup needed; but I’m unclear how Flyteadmin actually associates the role as we don’t specify that anywhere. Does anyone know how to resolve this or any other tips?

Chris Poptic

08/11/2022, 10:36 PM

Hi all. Hope this is the best channel for this question. I have a project consisting of multiple "steps", each of which must be executed from a

.py

file (e.g. download_data.py, preprocess_data.py, train_model.py, eval_model.py, etc). Currently I have wrangled these scattered .py scripts into somewhat of a workflow using a Makefile such that each step in the pipeline can be executed through a

make

command (e.g.

make download_data

make_preprocess_data

, etc). The target of each Makefile step calls a .

sh

shell script that executes the

.py

file for that step. The command

make run_entire_pipeline

calls each of the ~7 steps in sequence, as a rudimentary (linear) DAG. Obviously this rough pipeline misses a few benefits such as caching earlier steps such that they do not need to be executed if they've already been performed (e.g. no need to re-download data on a subsequent model training pipeline run if the data has already been downloaded on an earlier run of the pipeline and if there have been no changes in that data). What is the best way to migrate this Make-based workflow into a Flyte-based workflow? Specifically is there a way to map each

.py

scripts to a

@task

when building a

@workflow

pipeline in Flyte? I learned about the Flyte "Script mode", and it sounds somewhat akin to what I'm trying to do, but I'm totally new to Flyte. Thanks for any help and direction. I'm working with very large digital pathology whole slide image (WSI) images, BTW. Does Flyte support inputs of the WSI variety? I.e.

.mrxs

.tiff

.czi

.jpeg

.png

, etc?

👋 4

Eric Hsiao

08/12/2022, 9:09 PM

Hi all - having an issue injecting secrets from k8s into my task. Here's how I've set it up. I created a test secret like this to try and see if a task can read it

kubectl-n flytesnacks-development create secret generic common-secrets --from-literal=TEST_SECRET=blah
kubectl -n flytesnacks-development get secret/common-secrets -o json | jq '.data | to_entries | map(.value= (.value | @base64d))'
>> [
  {
    "key": "TEST_SECRET",
    "value": "blah"
  }
]

Within the flytesnacks-development namespace, I'm running a task like this

@task(secret_requests=[Secret(group="common-secrets", key="TEST_SECRET")])
def print_secret() -> str:
    secrets = current_context().secrets
    return secrets.get("common-secrets", "TEST_SECRET")

However, this fails with the following

Unable to find secret for key TEST_SECRET in group common-secrets in Env Var:_FSEC_COMMON-SECRETS_TEST_SECRET and FilePath: /root/secrets/common-secrets/test_secret

From looking at the code in the the SecretManager, it looks like it only checks the ENV variable or a file path (which does not exist because I'm using k8s secrets as an additional provider). Am I missing something? I've checked that the k8s secret is in the same namespace as the task being run

James Brady

08/17/2022, 1:49 PM

A little docs fix: https://github.com/flyteorg/flytesnacks/pull/854

❤️ 6

James Brady

08/17/2022, 2:27 PM

Heads-up that Python-in-RST-in-Python isn't working here: https://docs.flyte.org/projects/cookbook/en/latest/auto/core/flyte_basics/task_cache.html#caching-of-non-flyte-offloaded-objects I'd put up a PR but I'm not sure how you want to handle it

allen

08/17/2022, 10:38 PM

Using

sandbox

to run some basic workflows, and I’m trying to inspect the contents of a

FlyteDirectory

output, which is located at

<s3://my-s3-bucket/vd/f9697eef1ae7e4e76a7b-n0-0/fc26fb47001a716d23f2da1eb06baed2>"

. However, when I try:

<http://localhost:30084/my-s3-bucket/vd/f9697eef1ae7e4e76a7b-n0-0/fc26fb47001a716d23f2da1eb06baed2%22>

I get access denied. How do I see my outputs! Many thanks!

James Brady

08/18/2022, 8:37 AM

I'm a bit confused by the references to the

serialize

make target in these deployment docs. Is there a Makefile we're expected to use?

Title

James Brady

08/18/2022, 8:37 AM

I'm a bit confused by the references to the

serialize

make target in these deployment docs. Is there a Makefile we're expected to use?

Samhita Alla

08/18/2022, 9:58 AM

You need not use

make serialize

. Let me fix the page. Have you tried using

pyflyte run …

command?

James Brady

08/18/2022, 10:29 AM

I don't believe this is currently documented in the user guide?

Samhita Alla

08/18/2022, 10:33 AM

OH it is! • The getting started guide has pyflyte run. • To know more about what pyflyte run is: https://docs.flyte.org/projects/flytekit/en/latest/design/clis.html#what-is-pyflyte-run • We also are adding pyflyte run commands to our user guide, e.g., https://docs.flyte.org/projects/cookbook/en/latest/auto/core/control_flow/chain_entities.html; f you scroll down, you’re gonna find this:

James Brady

08/18/2022, 10:35 AM

Oh, you're right – I had run this a bunch of times as I was working through the user guide 👍

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