Our inputs and outputs are always empty, why is this? The tasks themselves definitely have both:

Seems like a UI bug. are you able to share the code? which version of flyteconsole are you using?

What code do you mean. We are using flyteconsole version: v1.4.1

workflow code

It happens to all our workflow code. Even with the simplest one:

from flytekit import workflow, task
import pandas as pd


@task
def load_sample_data(environment: str) -> pd.DataFrame:
    print(f"Loading Sample Data from {environment}")
    sample_data_path = f"<s3://flyte-demo>-{environment}-sample-data-bucket"

    sample_data = pd.DataFrame(
        {
            "Name": ["Broder", "Ferdi", "Jan", "Korbi", "Robert"],
            "Job": ["MLOPS", "MLOPS", "MLOPS", "ML", "SALES"],
        }
    )
    return sample_data


@task
def filter_for_job(sample_data: pd.DataFrame, job_filter: str) -> pd.DataFrame:
    sample_data_preprocessed = sample_data[sample_data["Job"] == job_filter]
    return sample_data_preprocessed


@task
def output_result(sample_data: pd.DataFrame):
    print(sample_data.head())


@workflow
def wf(environment: str = "dev"):
    job_filter = "MLOPS"
    data = load_sample_data(environment=environment)
    filtered_data = filter_for_job(sample_data=data, job_filter=job_filter)
    output_result(sample_data=filtered_data)

thanks, looking

These are the logs for the console service

::ffff:122.175.45.58 - - [10/Jul/2023:14:25:19 +0000] "GET / HTTP/1.1" 200 1240 "-" "ELB-HealthChecker/2.0"
::ffff:122.175.23.11 - - [10/Jul/2023:14:25:19 +0000] "GET / HTTP/1.1" 200 1240 "-" "ELB-HealthChecker/2.0"
::ffff:122.175.88.7 - - [10/Jul/2023:14:25:34 +0000] "GET / HTTP/1.1" 200 1240 "-" "ELB-HealthChecker/2.0"
::ffff:122.175.45.58 - - [10/Jul/2023:14:25:34 +0000] "GET / HTTP/1.1" 200 1240 "-" "ELB-HealthChecker/2.0"
::ffff:122.175.23.11 - - [10/Jul/2023:14:25:34 +0000] "GET / HTTP/1.1" 200 1240 "-" "ELB-HealthChecker/2.0"
::ffff:122.175.88.7 - - [10/Jul/2023:14:25:49 +0000] "GET / HTTP/1.1" 200 1240 "-" "ELB-HealthChecker/2.0"
::ffff:122.175.45.58 - - [10/Jul/2023:14:25:49 +0000] "GET / HTTP/1.1" 200 1240 "-" "ELB-HealthChecker/2.0"
::ffff:122.175.23.11 - - [10/Jul/2023:14:25:49 +0000] "GET / HTTP/1.1" 200 1240 "-" "ELB-HealthChecker/2.0"
::ffff:122.175.88.7 - - [10/Jul/2023:14:26:04 +0000] "GET / HTTP/1.1" 200 1240 "-" "ELB-HealthChecker/2.0"
::ffff:122.175.45.58 - - [10/Jul/2023:14:26:04 +0000] "GET / HTTP/1.1" 200 1240 "-" "ELB-HealthChecker/2.0"
::ffff:122.175.23.11 - - [10/Jul/2023:14:26:04 +0000] "GET / HTTP/1.1" 200 1240 "-" "ELB-HealthChecker/2.0"
::ffff:122.175.88.7 - - [10/Jul/2023:14:26:19 +0000] "GET / HTTP/1.1" 200 1240 "-" "ELB-HealthChecker/2.0"
::ffff:122.175.45.58 - - [10/Jul/2023:14:26:19 +0000] "GET / HTTP/1.1" 200 1240 "-" "ELB-HealthChecker/2.0"
::ffff:122.175.23.11 - - [10/Jul/2023:14:26:19 +0000] "GET / HTTP/1.1" 200 1240 "-" "ELB-HealthChecker/2.0"

During this time frame we frequently clicked on the respective UI section…What role is the flyteconsole service using?

depends on your cluster setup, but it should have access to s3 bucket

We found the correct error logs for our problem:

{
  "json": {
    "exec_id": "al4ncm8fx74ss8pjk4bf",
    "node": "n6"
  },
  "level": "error",
  "msg": "Failed to read from the raw store [<s3://supply-fc-prod-data-lake-cluster-bucket/metadata/propeller/energy-supply-forecast-production-al4ncm8fx74ss8pjk4bf/n6/data/inputs.pb>] Error: Conf container:customer-flyte-central-cluster-bucket != Passed Container:supply-fc-prod-data-lake-cluster-bucket. Dynamic loading is disabled: not found",
  "ts": "2023-07-10T14:37:06Z"
}

Looks like flyteadmin is expecting some files in his own cluster bucket not in the data plane bucket

are you able to enable enableDynamicContainerLoading?https://github.com/flyteorg/flytestdlib/blob/3322b07655fbec960f7f3b517df77d1460eb20c5/storage/stow_store.go#L116-L118

Is there a way to control this variable via helm or how would I enable this?

update flyteadmin configmap

We got this working now 🙂 Thank you so much Kevin!