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Added reuseable functional test (flyteorg#397)
* Added reuseable workflow Signed-off-by: Yuvraj <[email protected]>
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[platform] | ||
url=127.0.0.1:30081 | ||
insecure=True |
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#!/usr/bin/env python3 | ||
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import json | ||
import sys | ||
import time | ||
import traceback | ||
import requests | ||
from pathlib import Path | ||
from typing import List, Mapping, Tuple, Dict | ||
from flytekit.remote import FlyteRemote | ||
from flytekit.models.core.execution import WorkflowExecutionPhase | ||
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WAIT_TIME = 10 | ||
MAX_ATTEMPTS = 60 | ||
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# This dictionary maps the names found in the flytesnacks manifest to a list of workflow names and | ||
# inputs. This is so we can progressively cover all priorities in the original flytesnacks manifest, | ||
# starting with "core". | ||
FLYTESNACKS_WORKFLOW_GROUPS: Mapping[str, List[Tuple[str, dict]]] = { | ||
"core": [ | ||
("core.control_flow.chain_tasks.chain_tasks_wf", {}), | ||
("core.control_flow.dynamics.wf", {"s1": "Pear", "s2": "Earth"}), | ||
("core.control_flow.map_task.my_map_workflow", {"a": [1, 2, 3, 4, 5]}), | ||
# Workflows that use nested executions cannot be launched via flyteremote. | ||
# This issue is being tracked in https://github.com/flyteorg/flyte/issues/1482. | ||
# ("core.control_flow.run_conditions.multiplier", {"my_input": 0.5}), | ||
# ("core.control_flow.run_conditions.multiplier_2", {"my_input": 10}), | ||
# ("core.control_flow.run_conditions.multiplier_3", {"my_input": 5}), | ||
# ("core.control_flow.run_conditions.basic_boolean_wf", {"seed": 5}), | ||
# ("core.control_flow.run_conditions.bool_input_wf", {"b": True}), | ||
# ("core.control_flow.run_conditions.nested_conditions", {"my_input": 0.4}), | ||
# ("core.control_flow.run_conditions.consume_outputs", {"my_input": 0.4, "seed": 7}), | ||
# ("core.control_flow.run_merge_sort.merge_sort", {"numbers": [5, 4, 3, 2, 1], "count": 5}), | ||
("core.control_flow.subworkflows.parent_wf", {"a": 3}), | ||
("core.control_flow.subworkflows.nested_parent_wf", {"a": 3}), | ||
("core.flyte_basics.basic_workflow.my_wf", {"a": 50, "b": "hello"}), | ||
# Getting a 403 for the wikipedia image | ||
# ("core.flyte_basics.files.rotate_one_workflow", {"in_image": "https://upload.wikimedia.org/wikipedia/commons/d/d2/Julia_set_%28C_%3D_0.285%2C_0.01%29.jpg"}), | ||
("core.flyte_basics.folders.download_and_rotate", {}), | ||
("core.flyte_basics.hello_world.my_wf", {}), | ||
("core.flyte_basics.lp.my_wf", {"val": 4}), | ||
("core.flyte_basics.lp.go_greet", {"day_of_week": "5", "number": 3, "am": True}), | ||
("core.flyte_basics.named_outputs.my_wf", {}), | ||
# # Getting a 403 for the wikipedia image | ||
# # ("core.flyte_basics.reference_task.wf", {}), | ||
("core.type_system.custom_objects.wf", {"x": 10, "y": 20}), | ||
# Enums are not supported in flyteremote | ||
# ("core.type_system.enums.enum_wf", {"c": "red"}), | ||
("core.type_system.schema.df_wf", {"a": 42}), | ||
("core.type_system.typed_schema.wf", {}), | ||
("my.imperative.workflow.example", {"in1": "hello", "in2": "foo"}), | ||
], | ||
} | ||
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def run_launch_plan(remote, version, workflow_name, inputs): | ||
print(f"Fetching workflow={workflow_name} and version={version}") | ||
lp = remote.fetch_workflow(name=workflow_name, version=version) | ||
return remote.execute(lp, inputs=inputs, wait=False) | ||
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def schedule_workflow_group(tag: str, workflow_group: str, remote: FlyteRemote) -> bool: | ||
""" | ||
Schedule all workflows executions and return True if all executions succeed, otherwise | ||
return False. | ||
""" | ||
workflows = FLYTESNACKS_WORKFLOW_GROUPS.get(workflow_group, []) | ||
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launch_plans = [ | ||
run_launch_plan(remote, tag, workflow[0], workflow[1]) for workflow in workflows | ||
] | ||
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# Wait for all launch plans to finish | ||
attempt = 0 | ||
while attempt == 0 or ( | ||
not all([lp.is_complete for lp in launch_plans]) and attempt < MAX_ATTEMPTS | ||
): | ||
attempt += 1 | ||
print( | ||
f"Not all executions finished yet. Sleeping for some time, will check again in {WAIT_TIME}s" | ||
) | ||
time.sleep(WAIT_TIME) | ||
# Need to sync to refresh status of executions | ||
for lp in launch_plans: | ||
print(f"About to sync execution_id={lp.id.name}") | ||
remote.sync(lp) | ||
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# Report result of each launch plan | ||
for lp in launch_plans: | ||
print(lp) | ||
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# Collect all failing launch plans | ||
non_succeeded_lps = [ | ||
lp | ||
for lp in launch_plans | ||
if lp.closure.phase != WorkflowExecutionPhase.SUCCEEDED | ||
] | ||
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if len(non_succeeded_lps) == 0: | ||
print("All executions succeeded.") | ||
return True | ||
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print("Failed executions:") | ||
# Report failing cases | ||
for lp in non_succeeded_lps: | ||
print(f" workflow={lp.spec.launch_plan.name}, execution_id={lp.id.name}") | ||
return False | ||
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def valid(workflow_group): | ||
""" | ||
Return True if a workflow group is contained in FLYTESNACKS_WORKFLOW_GROUPS, | ||
False otherwise. | ||
""" | ||
return workflow_group in FLYTESNACKS_WORKFLOW_GROUPS.keys() | ||
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def run(release_tag: str, priorities: List[str], config_file_path) -> List[Dict[str, str]]: | ||
remote = FlyteRemote.from_config( | ||
default_project="flytesnacks", | ||
default_domain="development", | ||
config_file_path=config_file_path, | ||
) | ||
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# For a given release tag and priority, this function filters the workflow groups from the flytesnacks manifest file. For | ||
# example, for the release tag "v0.2.224" and the priority "P0" it returns [ "core" ]. | ||
manifest_url = f"https://raw.githubusercontent.com/flyteorg/flytesnacks/{release_tag}/cookbook/flyte_tests_manifest.json" | ||
r = requests.get(manifest_url) | ||
parsed_manifest = r.json() | ||
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workflow_groups = [group["name"] for group in parsed_manifest if group["priority"] in priorities] | ||
results = [] | ||
for workflow_group in workflow_groups: | ||
if not valid(workflow_group): | ||
results.append({ | ||
"label": workflow_group, | ||
"status": "coming soon", | ||
"color": "grey", | ||
}) | ||
continue | ||
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try: | ||
workflows_succeeded = schedule_workflow_group(flytesnacks_release_tag, workflow_group, remote) | ||
except Exception: | ||
print(traceback.format_exc()) | ||
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workflows_succeeded = False | ||
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if workflows_succeeded: | ||
background_color = "green" | ||
status = "passing" | ||
else: | ||
background_color = "red" | ||
status = "failing" | ||
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# Workflow groups can be only in one of three states: | ||
# 1. passing: this indicates all the workflow executions for that workflow group | ||
# executed successfully | ||
# 2. failing: this state indicates that at least one execution failed in that | ||
# workflow group | ||
# 3. coming soon: this state is used to indicate that the workflow group was not | ||
# implemented yet. | ||
# | ||
# Each state has a corresponding status and color to be used in the badge for that | ||
# workflow group. | ||
result = { | ||
"label": workflow_group, | ||
"status": status, | ||
"color": background_color, | ||
} | ||
results.append(result) | ||
return results | ||
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if __name__ == "__main__": | ||
# Assume that the first argument passed to the script is a flytesnacks release tag and | ||
# the second one is a comma-separated list of priorities, as defined in the flytesnacks | ||
# tests manifest. | ||
flytesnacks_release_tag = sys.argv[1] | ||
priorities = sys.argv[2].split(',') | ||
config_file = sys.argv[3] | ||
return_non_zero_on_failure = sys.argv[4] | ||
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results = run(flytesnacks_release_tag, priorities, config_file) | ||
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# Write a json object in its own line describing the result of this run to stdout | ||
print(f"Result of run:\n{json.dumps(results)}") | ||
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# Return a non-zero exit code if core fails | ||
if return_non_zero_on_failure is not None: | ||
# find the result | ||
for result in results: | ||
if result['label'] == return_non_zero_on_failure and result['status'] != 'passing': | ||
sys.exit(1) |