Merge branch 'master' into sql-repository-opt

This commit is contained in:
Jan Eitzinger 2023-02-21 16:21:47 +01:00 committed by GitHub
commit 33b20620ee
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GPG Key ID: 4AEE18F83AFDEB23
12 changed files with 270 additions and 24 deletions

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@ -236,6 +236,7 @@ input StringInput {
contains: String
startsWith: String
endsWith: String
in: [String!]
}
input IntRange { from: Int!, to: Int! }
@ -256,6 +257,7 @@ type HistoPoint {
type JobsStatistics {
id: ID! # If `groupBy` was used, ID of the user/project/cluster
name: String # if User-Statistics: Given Name of Account (ID) Owner
totalJobs: Int! # Number of jobs that matched
shortJobs: Int! # Number of jobs with a duration of less than 2 minutes
totalWalltime: Int! # Sum of the duration of all matched jobs in hours

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@ -3,14 +3,31 @@
### Usage
* Searchtags are implemented as `type:<query>` search-string
* Types `jobId, jobName, projectId, username` for roles `admin` and `support`
* Types `jobId, jobName, projectId, username, name` for roles `admin` and `support`
* `jobName` is jobName as persisted in `job.meta_data` table-column
* `username` is actual account identifier as persisted in `job.user` table-column
* `name` is account owners name as persisted in `user.name` table-column
* Types `jobId, jobName` for role `user`
* Examples:
* `jobName:myJob12`
* `jobId:123456`
* `username:abcd100`
* `name:Paul`
* If no searchTag used: Best guess search with the following hierarchy
* `jobId -> username -> projectId -> jobName`
* `jobId -> username -> name -> projectId -> jobName`
* Destinations:
* JobId: Always Job-Table (Allows multiple identical matches, e.g. JobIds from different clusters)
* JobName: Always Job-Table (Allows multiple identical matches, e.g. JobNames from different clusters)
* ProjectId: Always Job-Table
* Username
* If *one* match found: Opens detailed user-view (`/monitoring/user/$USER`)
* If *multiple* matches found: Opens user-table with matches listed (`/monitoring/users/`)
* **Please Note**: Only users with jobs will be shown in table! I.e., "multiple matches" can still be only one entry in table.
* Name
* If *one* matching username found: Opens detailed user-view (`/monitoring/user/$USER`)
* If *multiple* usernames found: Opens user-table with matches listed (`/monitoring/users/`)
* **Please Note**: Only users with jobs will be shown in table! I.e., "multiple matches" can still be only one entry in table.
* Best guess search always redirects to Job-Table or `/monitoring/user/$USER` (first username match)
* Simple HTML Error if ...
* Best guess search fails -> 'Not Found'
* Query `type` is unknown
@ -18,7 +35,8 @@
* Spaces trimmed (both for searchTag and queryString)
* ` job12` == `job12`
* `projectID : abcd ` == `projectId:abcd`
* jobId-Query now redirects to table
* Allows multiple jobs from different systems, but with identical job-id to be found
* jobName-Query works with a part of the jobName-String (e.g. jobName:myjob for jobName myjob_cluster1)
* JobName GQL Query is resolved as matching the query as a part of the whole metaData-JSON in the SQL DB.
* `jobName`- and `name-`queries work with a part of the target-string
* `jobName:myjob` for jobName "myjob_cluster1"
* `name:Paul` for name "Paul Atreides"
* JobName GQL Query is resolved as matching the query as a part of the whole metaData-JSON in the SQL DB.

4
go.mod
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@ -15,6 +15,8 @@ require (
github.com/influxdata/influxdb-client-go/v2 v2.10.0
github.com/jmoiron/sqlx v1.3.5
github.com/mattn/go-sqlite3 v1.14.15
github.com/prometheus/client_golang v1.14.0
github.com/prometheus/common v0.37.0
github.com/santhosh-tekuri/jsonschema/v5 v5.0.0
github.com/swaggo/http-swagger v1.3.3
github.com/swaggo/swag v1.8.5
@ -58,9 +60,7 @@ require (
github.com/modern-go/reflect2 v1.0.2 // indirect
github.com/mwitkow/go-conntrack v0.0.0-20190716064945-2f068394615f // indirect
github.com/pkg/errors v0.9.1 // indirect
github.com/prometheus/client_golang v1.14.0 // indirect
github.com/prometheus/client_model v0.3.0 // indirect
github.com/prometheus/common v0.37.0 // indirect
github.com/prometheus/procfs v0.8.0 // indirect
github.com/qustavo/sqlhooks/v2 v2.1.0 // indirect
github.com/russross/blackfriday/v2 v2.1.0 // indirect

4
go.sum
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@ -622,6 +622,8 @@ github.com/google/go-containerregistry v0.5.1/go.mod h1:Ct15B4yir3PLOP5jsy0GNeYV
github.com/google/go-github/v39 v39.2.0/go.mod h1:C1s8C5aCC9L+JXIYpJM5GYytdX52vC1bLvHEF1IhBrE=
github.com/google/go-querystring v1.0.0/go.mod h1:odCYkC5MyYFN7vkCjXpyrEuKhc/BUO6wN/zVPAxq5ck=
github.com/google/go-querystring v1.1.0/go.mod h1:Kcdr2DB4koayq7X8pmAG4sNG59So17icRSOU623lUBU=
github.com/google/go-cmp v0.5.8 h1:e6P7q2lk1O+qJJb4BtCQXlK8vWEO8V1ZeuEdJNOqZyg=
github.com/google/go-cmp v0.5.8/go.mod h1:17dUlkBOakJ0+DkrSSNjCkIjxS6bF9zb3elmeNGIjoY=
github.com/google/gofuzz v1.0.0/go.mod h1:dBl0BpW6vV/+mYPU4Po3pmUjxk6FQPldtuIdl/M65Eg=
github.com/google/gofuzz v1.1.0/go.mod h1:dBl0BpW6vV/+mYPU4Po3pmUjxk6FQPldtuIdl/M65Eg=
github.com/google/gofuzz v1.2.0/go.mod h1:dBl0BpW6vV/+mYPU4Po3pmUjxk6FQPldtuIdl/M65Eg=
@ -1503,6 +1505,7 @@ golang.org/x/sync v0.0.0-20200625203802-6e8e738ad208/go.mod h1:RxMgew5VJxzue5/jJ
golang.org/x/sync v0.0.0-20201020160332-67f06af15bc9/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
golang.org/x/sync v0.0.0-20201207232520-09787c993a3a/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
golang.org/x/sync v0.0.0-20210220032951-036812b2e83c/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
golang.org/x/sync v0.0.0-20220601150217-0de741cfad7f/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
golang.org/x/sync v0.0.0-20220722155255-886fb9371eb4/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
golang.org/x/sys v0.0.0-20180224232135-f6cff0780e54/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY=
golang.org/x/sys v0.0.0-20180823144017-11551d06cbcc/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY=
@ -1743,6 +1746,7 @@ golang.org/x/tools v0.1.3/go.mod h1:o0xws9oXOQQZyjljx8fwUC0k7L1pTE6eaCbjGeHmOkk=
golang.org/x/tools v0.1.4/go.mod h1:o0xws9oXOQQZyjljx8fwUC0k7L1pTE6eaCbjGeHmOkk=
golang.org/x/tools v0.1.5/go.mod h1:o0xws9oXOQQZyjljx8fwUC0k7L1pTE6eaCbjGeHmOkk=
golang.org/x/tools v0.1.10 h1:QjFRCZxdOhBJ/UNgnBZLbNV13DlbnK0quyivTnXJM20=
golang.org/x/tools v0.1.7/go.mod h1:LGqMHiF4EqQNHR1JncWGqT5BVaXmza+X+BDGol+dOxo=
golang.org/x/tools v0.1.10/go.mod h1:Uh6Zz+xoGYZom868N8YTex3t7RhtHDBrE8Gzo9bV56E=
golang.org/x/tools v0.1.12 h1:VveCTK38A2rkS8ZqFY25HIDFscX5X9OoEhJd3quQmXU=
golang.org/x/tools v0.1.12/go.mod h1:hNGJHUnrk76NpqgfD5Aqm5Crs+Hm0VOH/i9J2+nxYbc=

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@ -131,6 +131,7 @@ type ComplexityRoot struct {
HistDuration func(childComplexity int) int
HistNumNodes func(childComplexity int) int
ID func(childComplexity int) int
Name func(childComplexity int) int
ShortJobs func(childComplexity int) int
TotalCoreHours func(childComplexity int) int
TotalJobs func(childComplexity int) int
@ -671,6 +672,13 @@ func (e *executableSchema) Complexity(typeName, field string, childComplexity in
return e.complexity.JobsStatistics.ID(childComplexity), true
case "JobsStatistics.name":
if e.complexity.JobsStatistics.Name == nil {
break
}
return e.complexity.JobsStatistics.Name(childComplexity), true
case "JobsStatistics.shortJobs":
if e.complexity.JobsStatistics.ShortJobs == nil {
break
@ -1619,6 +1627,7 @@ input StringInput {
contains: String
startsWith: String
endsWith: String
in: [String!]
}
input IntRange { from: Int!, to: Int! }
@ -1639,6 +1648,7 @@ type HistoPoint {
type JobsStatistics {
id: ID! # If ` + "`" + `groupBy` + "`" + ` was used, ID of the user/project/cluster
name: String # if User-Statistics: Given Name of Account (ID) Owner
totalJobs: Int! # Number of jobs that matched
shortJobs: Int! # Number of jobs with a duration of less than 2 minutes
totalWalltime: Int! # Sum of the duration of all matched jobs in hours
@ -4485,6 +4495,47 @@ func (ec *executionContext) fieldContext_JobsStatistics_id(ctx context.Context,
return fc, nil
}
func (ec *executionContext) _JobsStatistics_name(ctx context.Context, field graphql.CollectedField, obj *model.JobsStatistics) (ret graphql.Marshaler) {
fc, err := ec.fieldContext_JobsStatistics_name(ctx, field)
if err != nil {
return graphql.Null
}
ctx = graphql.WithFieldContext(ctx, fc)
defer func() {
if r := recover(); r != nil {
ec.Error(ctx, ec.Recover(ctx, r))
ret = graphql.Null
}
}()
resTmp, err := ec.ResolverMiddleware(ctx, func(rctx context.Context) (interface{}, error) {
ctx = rctx // use context from middleware stack in children
return obj.Name, nil
})
if err != nil {
ec.Error(ctx, err)
return graphql.Null
}
if resTmp == nil {
return graphql.Null
}
res := resTmp.(*string)
fc.Result = res
return ec.marshalOString2ᚖstring(ctx, field.Selections, res)
}
func (ec *executionContext) fieldContext_JobsStatistics_name(ctx context.Context, field graphql.CollectedField) (fc *graphql.FieldContext, err error) {
fc = &graphql.FieldContext{
Object: "JobsStatistics",
Field: field,
IsMethod: false,
IsResolver: false,
Child: func(ctx context.Context, field graphql.CollectedField) (*graphql.FieldContext, error) {
return nil, errors.New("field of type String does not have child fields")
},
}
return fc, nil
}
func (ec *executionContext) _JobsStatistics_totalJobs(ctx context.Context, field graphql.CollectedField, obj *model.JobsStatistics) (ret graphql.Marshaler) {
fc, err := ec.fieldContext_JobsStatistics_totalJobs(ctx, field)
if err != nil {
@ -6401,6 +6452,8 @@ func (ec *executionContext) fieldContext_Query_jobsStatistics(ctx context.Contex
switch field.Name {
case "id":
return ec.fieldContext_JobsStatistics_id(ctx, field)
case "name":
return ec.fieldContext_JobsStatistics_name(ctx, field)
case "totalJobs":
return ec.fieldContext_JobsStatistics_totalJobs(ctx, field)
case "shortJobs":
@ -10640,7 +10693,7 @@ func (ec *executionContext) unmarshalInputStringInput(ctx context.Context, obj i
asMap[k] = v
}
fieldsInOrder := [...]string{"eq", "contains", "startsWith", "endsWith"}
fieldsInOrder := [...]string{"eq", "contains", "startsWith", "endsWith", "in"}
for _, k := range fieldsInOrder {
v, ok := asMap[k]
if !ok {
@ -10679,6 +10732,14 @@ func (ec *executionContext) unmarshalInputStringInput(ctx context.Context, obj i
if err != nil {
return it, err
}
case "in":
var err error
ctx := graphql.WithPathContext(ctx, graphql.NewPathWithField("in"))
it.In, err = ec.unmarshalOString2ᚕstringᚄ(ctx, v)
if err != nil {
return it, err
}
}
}
@ -11340,6 +11401,10 @@ func (ec *executionContext) _JobsStatistics(ctx context.Context, sel ast.Selecti
if out.Values[i] == graphql.Null {
invalids++
}
case "name":
out.Values[i] = ec._JobsStatistics_name(ctx, field, obj)
case "totalJobs":
out.Values[i] = ec._JobsStatistics_totalJobs(ctx, field, obj)

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@ -72,6 +72,7 @@ type JobResultList struct {
type JobsStatistics struct {
ID string `json:"id"`
Name *string `json:"name"`
TotalJobs int `json:"totalJobs"`
ShortJobs int `json:"shortJobs"`
TotalWalltime int `json:"totalWalltime"`
@ -102,10 +103,11 @@ type PageRequest struct {
}
type StringInput struct {
Eq *string `json:"eq"`
Contains *string `json:"contains"`
StartsWith *string `json:"startsWith"`
EndsWith *string `json:"endsWith"`
Eq *string `json:"eq"`
Contains *string `json:"contains"`
StartsWith *string `json:"startsWith"`
EndsWith *string `json:"endsWith"`
In []string `json:"in"`
}
type TimeRangeOutput struct {

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@ -49,6 +49,7 @@ func GetJobRepository() *JobRepository {
jobRepoInstance = &JobRepository{
DB: db.DB,
driver: db.Driver,
stmtCache: sq.NewStmtCache(db.DB),
cache: lrucache.New(1024 * 1024),
archiveChannel: make(chan *schema.Job, 128),
@ -501,6 +502,17 @@ func (r *JobRepository) FindJobnameOrUserOrProject(ctx context.Context, searchte
} else if err == nil {
return "", username, "", nil
}
if username == "" { // Try with Name2Username query
errtwo := sq.Select("user.username").Distinct().From("user").
Where("user.name LIKE ?", fmt.Sprint("%"+searchterm+"%")).
RunWith(r.stmtCache).QueryRow().Scan(&username)
if errtwo != nil && errtwo != sql.ErrNoRows {
return "", "", "", errtwo
} else if errtwo == nil {
return "", username, "", nil
}
}
}
if user == nil || user.HasRole(auth.RoleAdmin) || user.HasRole(auth.RoleSupport) {
@ -542,7 +554,105 @@ func (r *JobRepository) FindUser(ctx context.Context, searchterm string) (userna
return "", ErrNotFound
} else {
log.Infof("Non-Admin User %s : Requested Query Username -> %s: Forbidden", user.Name, username)
log.Infof("Non-Admin User %s : Requested Query Username -> %s: Forbidden", user.Name, searchterm)
return "", ErrForbidden
}
}
func (r *JobRepository) FindUserByName(ctx context.Context, searchterm string) (username string, err error) {
user := auth.GetUser(ctx)
if user == nil || user.HasRole(auth.RoleAdmin) || user.HasRole(auth.RoleSupport) {
err := sq.Select("user.username").Distinct().From("user").
Where("user.name = ?", searchterm).
RunWith(r.stmtCache).QueryRow().Scan(&username)
if err != nil && err != sql.ErrNoRows {
return "", err
} else if err == nil {
return username, nil
}
return "", ErrNotFound
} else {
log.Infof("Non-Admin User %s : Requested Query Name -> %s: Forbidden", user.Name, searchterm)
return "", ErrForbidden
}
}
func (r *JobRepository) FindUsers(ctx context.Context, searchterm string) (usernames []string, err error) {
user := auth.GetUser(ctx)
emptyResult := make([]string, 0)
if user == nil || user.HasRole(auth.RoleAdmin) || user.HasRole(auth.RoleSupport) {
rows, err := sq.Select("job.user").Distinct().From("job").
Where("job.user LIKE ?", fmt.Sprint("%", searchterm, "%")).
RunWith(r.stmtCache).Query()
if err != nil && err != sql.ErrNoRows {
return emptyResult, err
} else if err == nil {
for rows.Next() {
var name string
err := rows.Scan(&name)
if err != nil {
rows.Close()
log.Warnf("Error while scanning rows: %v", err)
return emptyResult, err
}
usernames = append(usernames, name)
}
return usernames, nil
}
return emptyResult, ErrNotFound
} else {
log.Infof("Non-Admin User %s : Requested Query Usernames -> %s: Forbidden", user.Name, searchterm)
return emptyResult, ErrForbidden
}
}
func (r *JobRepository) FindUsersByName(ctx context.Context, searchterm string) (usernames []string, err error) {
user := auth.GetUser(ctx)
emptyResult := make([]string, 0)
if user == nil || user.HasRole(auth.RoleAdmin) || user.HasRole(auth.RoleSupport) {
rows, err := sq.Select("user.username").Distinct().From("user").
Where("user.name LIKE ?", fmt.Sprint("%", searchterm, "%")).
RunWith(r.stmtCache).Query()
if err != nil && err != sql.ErrNoRows {
return emptyResult, err
} else if err == nil {
for rows.Next() {
var username string
err := rows.Scan(&username)
if err != nil {
rows.Close()
log.Warnf("Error while scanning rows: %v", err)
return emptyResult, err
}
usernames = append(usernames, username)
}
return usernames, nil
}
return emptyResult, ErrNotFound
} else {
log.Infof("Non-Admin User %s : Requested Query name -> %s: Forbidden", user.Name, searchterm)
return emptyResult, ErrForbidden
}
}
func (r *JobRepository) FindNameByUser(ctx context.Context, searchterm string) (name string, err error) {
user := auth.GetUser(ctx)
if user == nil || user.HasRole(auth.RoleAdmin) || user.HasRole(auth.RoleSupport) {
err := sq.Select("user.name").Distinct().From("user").
Where("user.username = ?", searchterm).
RunWith(r.stmtCache).QueryRow().Scan(&name)
if err != nil && err != sql.ErrNoRows {
return "", err
} else if err == nil {
return name, nil
}
return "", ErrNotFound
} else {
log.Infof("Non-Admin User %s : Requested Query Name -> %s: Forbidden", user.Name, searchterm)
return "", ErrForbidden
}
}

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@ -206,6 +206,13 @@ func buildStringCondition(field string, cond *model.StringInput, query sq.Select
if cond.Contains != nil {
return query.Where(field+" LIKE ?", fmt.Sprint("%", *cond.Contains, "%"))
}
if cond.In != nil {
queryUsers := make([]string, len(cond.In))
for i, val := range cond.In {
queryUsers[i] = val
}
return query.Where(sq.Or{sq.Eq{"job.user": queryUsers}})
}
return query
}

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@ -183,9 +183,14 @@ func buildFilterPresets(query url.Values) map[string]interface{} {
if query.Get("jobName") != "" {
filterPresets["jobName"] = query.Get("jobName")
}
if query.Get("user") != "" {
filterPresets["user"] = query.Get("user")
filterPresets["userMatch"] = "eq"
if len(query["user"]) != 0 {
if len(query["user"]) == 1 {
filterPresets["user"] = query.Get("user")
filterPresets["userMatch"] = "contains"
} else {
filterPresets["user"] = query["user"]
filterPresets["userMatch"] = "in"
}
}
if len(query["state"]) != 0 {
filterPresets["state"] = query["state"]
@ -319,12 +324,27 @@ func HandleSearchBar(rw http.ResponseWriter, r *http.Request, api *api.RestApi)
http.Redirect(rw, r, "/monitoring/jobs/?jobId=NotFound", http.StatusTemporaryRedirect) // Workaround to display correctly empty table
}
case "username":
username, _ := api.JobRepository.FindUser(r.Context(), strings.Trim(splitSearch[1], " ")) // Restricted: username
if username != "" {
http.Redirect(rw, r, "/monitoring/user/"+username, http.StatusTemporaryRedirect)
usernames, _ := api.JobRepository.FindUsers(r.Context(), strings.Trim(splitSearch[1], " ")) // Restricted: usernames
if len(usernames) == 1 {
http.Redirect(rw, r, "/monitoring/user/"+usernames[0], http.StatusTemporaryRedirect) // One Match: Redirect to User View
return
} else if len(usernames) > 1 {
http.Redirect(rw, r, "/monitoring/users/?user="+url.QueryEscape(strings.Trim(splitSearch[1], " ")), http.StatusTemporaryRedirect) // > 1 Matches: Redirect to user table
return
} else {
http.Redirect(rw, r, "/monitoring/jobs/?jobId=NotFound", http.StatusTemporaryRedirect) // Workaround to display correctly empty table
http.Redirect(rw, r, "/monitoring/users/?user=NotFound", http.StatusTemporaryRedirect) // Workaround to display correctly empty table
}
case "name":
usernames, _ := api.JobRepository.FindUsersByName(r.Context(), strings.Trim(splitSearch[1], " ")) // Restricted: usernames queried by name
if len(usernames) == 1 {
http.Redirect(rw, r, "/monitoring/user/"+usernames[0], http.StatusTemporaryRedirect)
return
} else if len(usernames) > 1 {
joinedNames := strings.Join(usernames, "&user=")
http.Redirect(rw, r, "/monitoring/users/?user="+joinedNames, http.StatusTemporaryRedirect) // > 1 Matches: Redirect to user table
return
} else {
http.Redirect(rw, r, "/monitoring/users/?user=NotFound", http.StatusTemporaryRedirect) // Workaround to display correctly empty table
}
default:
http.Error(rw, "'searchId' type parameter unknown", http.StatusBadRequest)

View File

@ -57,7 +57,7 @@
<InputGroup>
<Input type="text" placeholder="Search 'type:<query>' ..." name="searchId"/>
<Button outline type="submit"><Icon name="search"/></Button>
<InputGroupText style="cursor:help;" title={isAdmin ? "Example: 'projectId:a100cd', Types are: jobId | jobName | projectId | username" : "Example: 'jobName:myjob', Types are jobId | jobName"}><Icon name="info-circle"/></InputGroupText>
<InputGroupText style="cursor:help;" title={isAdmin ? "Example: 'projectId:a100cd', Types are: jobId | jobName | projectId | username" | "name" : "Example: 'jobName:myjob', Types are jobId | jobName"}><Icon name="info-circle"/></InputGroupText>
</InputGroup>
</form>
{#if username}

View File

@ -20,6 +20,7 @@
const stats = operationStore(`query($filter: [JobFilter!]!) {
rows: jobsStatistics(filter: $filter, groupBy: ${type}) {
id
name
totalJobs
totalWalltime
totalCoreHours
@ -93,6 +94,15 @@
<Icon name="sort-numeric-down" />
</Button>
</th>
{#if type == 'USER'}
<th scope="col">
Name
<Button color="{sorting.field == 'name' ? 'primary' : 'light'}"
size="sm" on:click={e => changeSorting(e, 'name')}>
<Icon name="sort-numeric-down" />
</Button>
</th>
{/if}
<th scope="col">
Total Jobs
<Button color="{sorting.field == 'totalJobs' ? 'primary' : 'light'}"
@ -137,6 +147,9 @@
{row.id}
{/if}
</td>
{#if type == 'USER'}
<td>{row?.name ? row.name : ''}</td>
{/if}
<td>{row.totalJobs}</td>
<td>{row.totalWalltime}</td>
<td>{row.totalCoreHours}</td>

View File

@ -126,8 +126,13 @@
opts.push(`numNodes=${filters.numNodes.from}-${filters.numNodes.to}`)
if (filters.numAccelerators.from && filters.numAccelerators.to)
opts.push(`numAccelerators=${filters.numAccelerators.from}-${filters.numAccelerators.to}`)
if (filters.user)
opts.push(`user=${filters.user}`)
if (filters.user.length != 0)
if (filters.userMatch != 'in') {
opts.push(`user=${filters.user}`)
} else {
for (let singleUser of filters.user)
opts.push(`user=${singleUser}`)
}
if (filters.userMatch != 'contains')
opts.push(`userMatch=${filters.userMatch}`)
if (filters.project)