Files
onepanel/pkg/workflow_template_test.go

346 lines
10 KiB
Go

package v1
import (
"database/sql"
"fmt"
"github.com/onepanelio/core/pkg/util"
"github.com/stretchr/testify/assert"
"google.golang.org/grpc/codes"
"testing"
)
const defaultWorkflowTemplate = `entrypoint: main
arguments:
parameters:
- name: source
value: https://github.com/onepanelio/pytorch-examples.git
- name: command
value: "python mnist/main.py --epochs=1"
volumeClaimTemplates:
- metadata:
name: data
spec:
accessModes: [ "ReadWriteOnce" ]
resources:
requests:
storage: 2Gi
- metadata:
name: output
spec:
accessModes: [ "ReadWriteOnce" ]
resources:
requests:
storage: 2Gi
templates:
- name: main
dag:
tasks:
- name: train-model
template: pytorch
# Uncomment section below to send metrics to Slack
# - name: notify-in-slack
# dependencies: [train-model]
# template: slack-notify-success
# arguments:
# parameters:
# - name: status
# value: "{{tasks.train-model.status}}"
# artifacts:
# - name: metrics
# from: "{{tasks.train-model.outputs.artifacts.sys-metrics}}"
- name: pytorch
inputs:
artifacts:
- name: src
path: /mnt/src
git:
repo: "{{workflow.parameters.source}}"
outputs:
artifacts:
- name: model
path: /mnt/output
optional: true
archive:
none: {}
container:
image: pytorch/pytorch:latest
command: [sh,-c]
args: ["{{workflow.parameters.command}}"]
workingDir: /mnt/src
volumeMounts:
- name: data
mountPath: /mnt/data
- name: output
mountPath: /mnt/output
- name: slack-notify-success
container:
image: technosophos/slack-notify
command: [sh,-c]
args: ['SLACK_USERNAME=Worker SLACK_TITLE="{{workflow.name}} {{inputs.parameters.status}}" SLACK_ICON=https://www.gravatar.com/avatar/5c4478592fe00878f62f0027be59c1bd SLACK_MESSAGE=$(cat /tmp/metrics.json)} ./slack-notify']
inputs:
parameters:
- name: status
artifacts:
- name: metrics
path: /tmp/metrics.json
optional: true
`
// testClientGetWorkflowTemplateDBEmpty attempts to get a WorkflowTemplate when there isn't one.
// this should fail.
func testClientGetWorkflowTemplateDBEmpty(t *testing.T) {
c := DefaultTestClient()
clearDatabase(t)
_, err := c.getWorkflowTemplateDB("test", "test")
assert.Equal(t, sql.ErrNoRows, err)
}
// testClientGetWorkflowTemplateDBExists gets a WorkflowTemplate when there is one
// this should succeed
func testClientGetWorkflowTemplateDBExists(t *testing.T) {
c := DefaultTestClient()
clearDatabase(t)
workflowTemplate := &WorkflowTemplate{
Name: "test",
Manifest: defaultWorkflowTemplate,
}
_, err := c.CreateWorkflowTemplate("onepanel", workflowTemplate)
assert.Nil(t, err)
_, err = c.getWorkflowTemplateDB("onepanel", "test")
assert.Nil(t, err)
}
// TestClient_getWorkflowTemplateDB tests getting a workflow template from the database
func TestClient_getWorkflowTemplateDB(t *testing.T) {
testClientGetWorkflowTemplateDBEmpty(t)
testClientGetWorkflowTemplateDBExists(t)
}
// testClientCreateWorkflowTemplateSuccess makes sure a correct workflow template is created correctly
func testClientCreateWorkflowTemplateSuccess(t *testing.T) {
c := DefaultTestClient()
clearDatabase(t)
workflowTemplate := &WorkflowTemplate{
Name: "test",
Manifest: defaultWorkflowTemplate,
}
wft, err := c.CreateWorkflowTemplate("onepanel", workflowTemplate)
assert.Nil(t, err)
assert.NotNil(t, wft.ArgoWorkflowTemplate)
}
// testClientCreateWorkflowTemplateTimestamp makes sure we can create mulitple
// workflow templtate versions one after another with practically no time delay.
// This handles an edge case where versions were set using second time precision and could fail in migrations
// as they were created one after another.
func testClientCreateWorkflowTemplateTimestamp(t *testing.T) {
c := DefaultTestClient()
clearDatabase(t)
namespace := "onepanel"
workflowTemplate := &WorkflowTemplate{
Name: "test",
Manifest: defaultWorkflowTemplate,
}
// This method creates a workflow template version underneath
wft, err := c.CreateWorkflowTemplate("onepanel", workflowTemplate)
assert.Nil(t, err)
assert.NotNil(t, wft.ArgoWorkflowTemplate)
// This method creates a brand new version
wft, err = c.CreateWorkflowTemplateVersion(namespace, workflowTemplate)
assert.Nil(t, err)
assert.NotNil(t, wft.ArgoWorkflowTemplate)
}
// testClientCreateWorkflowTemplateInsertSameName attempts to insert a WorkflowTemplate with the same name
// this should fail
func testClientCreateWorkflowTemplateInsertSameName(t *testing.T) {
c := DefaultTestClient()
clearDatabase(t)
workflowTemplate := &WorkflowTemplate{
Name: "test",
Manifest: defaultWorkflowTemplate,
}
_, err := c.CreateWorkflowTemplate("onepanel", workflowTemplate)
assert.Nil(t, err)
_, err = c.CreateWorkflowTemplate("onepanel", workflowTemplate)
assert.NotNil(t, err)
assert.IsType(t, &util.UserError{}, err)
userErr := err.(*util.UserError)
assert.Equal(t, userErr.Code, codes.AlreadyExists)
}
// TestClient_CreateWorkflowTemplate tests creating a workflow template
func TestClient_CreateWorkflowTemplate(t *testing.T) {
testClientCreateWorkflowTemplateInsertSameName(t)
testClientCreateWorkflowTemplateSuccess(t)
testClientCreateWorkflowTemplateTimestamp(t)
}
// testClientPrivateGetWorkflowTemplateSuccess gets a workflow template with no error conditions encountered
func testClientPrivateGetWorkflowTemplateSuccess(t *testing.T) {
c := DefaultTestClient()
clearDatabase(t)
namespace := "onepanel"
workflowTemplate := &WorkflowTemplate{
Name: "test",
Manifest: defaultWorkflowTemplate,
}
created, _ := c.CreateWorkflowTemplate(namespace, workflowTemplate)
wt, err := c.getWorkflowTemplate(namespace, created.UID, 0)
assert.NotNil(t, wt)
assert.Nil(t, err)
}
// testClientGetWorkflowTemplateSuccessVersion gets a workflow template for a specific version with no error conditions encountered
func testClientPrivateGetWorkflowTemplateSuccessVersion(t *testing.T) {
c := DefaultTestClient()
clearDatabase(t)
namespace := "onepanel"
workflowTemplate := &WorkflowTemplate{
Name: "test",
Manifest: defaultWorkflowTemplate,
}
created, _ := c.CreateWorkflowTemplate(namespace, workflowTemplate)
c.CreateWorkflowTemplateVersion(namespace, workflowTemplate)
wt, err := c.getWorkflowTemplate(namespace, created.UID, created.Version)
assert.NotNil(t, wt)
assert.Nil(t, err)
assert.Equal(t, created.Version, wt.Version)
assert.Equal(t, created.Manifest, wt.Manifest)
}
// testClientGetWorkflowTemplateNotFound attempts to get a not-found workflow template
func testClientPrivateGetWorkflowTemplateNotFound(t *testing.T) {
c := DefaultTestClient()
clearDatabase(t)
wt, err := c.getWorkflowTemplate("onepanel", "uid-not-found", 0)
assert.Nil(t, wt)
assert.Nil(t, err)
}
// Test_getWorkflowTemplate tests getting a workflow template
func Test_getWorkflowTemplate(t *testing.T) {
testClientPrivateGetWorkflowTemplateSuccess(t)
testClientPrivateGetWorkflowTemplateNotFound(t)
testClientPrivateGetWorkflowTemplateSuccessVersion(t)
}
func TestClient_getWorkflowTemplateVersionDB(t *testing.T) {
c := DefaultTestClient()
clearDatabase(t)
namespace := "onepanel"
name := "test"
workflowTemplate := &WorkflowTemplate{
Name: name,
Manifest: defaultWorkflowTemplate,
}
original, _ := c.CreateWorkflowTemplate(namespace, workflowTemplate)
versionAsString := fmt.Sprintf("%v", original.Version)
originalRes, err := c.getWorkflowTemplateVersionDB(namespace, name, versionAsString)
assert.Nil(t, err)
assert.Equal(t, original.Version, originalRes.Version)
}
// testClientCreateWorkflowTemplateVersionNew makes sure you can successfully create a new workflow template version
func testClientCreateWorkflowTemplateVersionNew(t *testing.T) {
c := DefaultTestClient()
clearDatabase(t)
namespace := "onepanel"
workflowTemplate := &WorkflowTemplate{
Name: "test",
Manifest: defaultWorkflowTemplate,
}
c.CreateWorkflowTemplate(namespace, workflowTemplate)
_, err := c.CreateWorkflowTemplateVersion(namespace, workflowTemplate)
assert.Nil(t, err)
}
// testClientCreateWorkflowTemplateVersionMarkOldNotLatest makes sure older versions are no longer marked as latest
func testClientCreateWorkflowTemplateVersionMarkOldNotLatest(t *testing.T) {
c := DefaultTestClient()
clearDatabase(t)
namespace := "onepanel"
name := "test"
workflowTemplate := &WorkflowTemplate{
Name: name,
Manifest: defaultWorkflowTemplate,
}
original, _ := c.CreateWorkflowTemplate(namespace, workflowTemplate)
originalVersionAsString := fmt.Sprintf("%v", original.Version)
c.CreateWorkflowTemplateVersion(namespace, workflowTemplate)
updated, _ := c.getWorkflowTemplateVersionDB(namespace, name, originalVersionAsString)
assert.False(t, updated.IsLatest)
}
// Test_getWorkflowTemplate_SuccessVersion tests cases for creating a workflow template version
func TestClient_CreateWorkflowTemplateVersion(t *testing.T) {
testClientCreateWorkflowTemplateVersionNew(t)
testClientCreateWorkflowTemplateVersionMarkOldNotLatest(t)
}
// testGetWorkflowTemplateSuccess gets a workflow template with no error conditions encountered
func testClientGetWorkflowTemplateSuccess(t *testing.T) {
c := DefaultTestClient()
clearDatabase(t)
namespace := "onepanel"
workflowTemplate := &WorkflowTemplate{
Name: "test",
Manifest: defaultWorkflowTemplate,
}
created, _ := c.CreateWorkflowTemplate(namespace, workflowTemplate)
wt, err := c.GetWorkflowTemplate(namespace, created.UID, 0)
assert.NotNil(t, wt)
assert.Nil(t, err)
}
// testGetWorkflowTemplateNotFound attempts to get a not-found workflow template
func testClientGetWorkflowTemplateNotFound(t *testing.T) {
c := DefaultTestClient()
clearDatabase(t)
wt, err := c.GetWorkflowTemplate("onepanel", "uid-not-found", 0)
assert.Nil(t, wt)
userErr, ok := err.(*util.UserError)
assert.True(t, ok)
assert.Equal(t, codes.NotFound, userErr.Code)
}
func TestClient_GetWorkflowTemplate(t *testing.T) {
testClientGetWorkflowTemplateSuccess(t)
testClientGetWorkflowTemplateNotFound(t)
}