ResourcesSchemas
Schemas
Authorization
ApiKey Authorization<token>
In: header
Response Body
application/json
application/json
application/json
application/json
application/json
curl -X GET "https://example.com/schemas"{ "earlyStopping": { "median": { "kind": "median", "evaluationInterval": 0, "minInterval": 0, "minSamples": 0 }, "diff": { "kind": "string", "percent": 0.1, "evaluationInterval": 0, "minInterval": 0, "minSamples": 0 }, "truncation": { "kind": "truncation", "percent": 0, "evaluationInterval": 0, "minInterval": 0, "minSamples": 0, "includeSucceeded": true }, "metric": { "kind": "metric_early_stopping", "metric": "string", "value": "string", "optimization": "maximize", "policy": {} }, "failure": { "kind": "failure_early_stopping", "percent": 0 } }, "matrix": { "random": { "kind": "random", "params": { "property1": {}, "property2": {} }, "numRuns": 0, "seed": 0, "concurrency": 0, "earlyStopping": [ {} ] }, "grid": { "kind": "grid", "params": { "property1": {}, "property2": {} }, "numRuns": 0, "seed": 0, "concurrency": 0, "earlyStopping": [ {} ] }, "hyperband": { "kind": "hyperband", "params": { "property1": {}, "property2": {} }, "maxIterations": 0, "eta": 0, "resource": { "name": "string", "type": "int" }, "metric": { "name": "string", "optimization": "maximize" }, "resume": true, "seed": 0, "concurrency": 0, "tuner": { "hubRef": "string", "presets": [ "string" ], "queue": "string", "namespace": "string", "params": { "property1": { "value": {}, "ref": "string", "connection": "string", "toInit": true, "toEnv": "string", "contextOnly": true }, "property2": { "value": {}, "ref": "string", "connection": "string", "toInit": true, "toEnv": "string", "contextOnly": true } } }, "earlyStopping": [ {} ] }, "bayes": { "kind": "bayes", "params": { "property1": {}, "property2": {} }, "numInitialRuns": 0, "maxIterations": 0, "utilityFunction": {}, "metric": { "name": "string", "optimization": "maximize" }, "seed": 0, "concurrency": 0, "tuner": { "hubRef": "string", "presets": [ "string" ], "queue": "string", "namespace": "string", "params": { "property1": { "value": {}, "ref": "string", "connection": "string", "toInit": true, "toEnv": "string", "contextOnly": true }, "property2": { "value": {}, "ref": "string", "connection": "string", "toInit": true, "toEnv": "string", "contextOnly": true } } }, "earlyStopping": [ {} ] }, "hyperopt": { "kind": "hyperopt", "algorithm": "tpe", "params": { "property1": {}, "property2": {} }, "numRuns": 0, "maxIterations": 0, "metric": { "name": "string", "optimization": "maximize" }, "seed": 0, "concurrency": 0, "tuner": { "hubRef": "string", "presets": [ "string" ], "queue": "string", "namespace": "string", "params": { "property1": { "value": {}, "ref": "string", "connection": "string", "toInit": true, "toEnv": "string", "contextOnly": true }, "property2": { "value": {}, "ref": "string", "connection": "string", "toInit": true, "toEnv": "string", "contextOnly": true } } }, "earlyStopping": [ {} ] }, "iterative": { "kind": "iterative", "params": { "property1": {}, "property2": {} }, "maxIterations": 0, "seed": 0, "concurrency": 0, "tuner": { "hubRef": "string", "presets": [ "string" ], "queue": "string", "namespace": "string", "params": { "property1": { "value": {}, "ref": "string", "connection": "string", "toInit": true, "toEnv": "string", "contextOnly": true }, "property2": { "value": {}, "ref": "string", "connection": "string", "toInit": true, "toEnv": "string", "contextOnly": true } } }, "earlyStopping": [ {} ] }, "mapping": { "kind": "mapping", "values": [ {} ], "concurrency": 0, "earlyStopping": [ {} ] } }, "run": { "job": { "kind": "job", "environment": { "labels": { "property1": "string", "property2": "string" }, "annotations": { "property1": "string", "property2": "string" }, "nodeSelector": { "property1": "string", "property2": "string" }, "affinity": {}, "tolerations": [ {} ], "nodeName": "string", "serviceAccountName": "string", "hostAliases": [ {} ], "securityContext": {}, "imagePullSecrets": [ "string" ], "hostNetwork": true, "hostPID": "string", "dnsPolicy": "string", "dnsConfig": {}, "schedulerName": "string", "priorityClassName": "string", "priority": 0, "restartPolicy": "string" }, "connections": [ "string" ], "volumes": [ {} ], "init": [ { "artifacts": { "files": [ {} ], "dirs": [ {} ], "workers": 0 }, "paths": [ {} ], "git": { "url": "string", "revision": "string", "flags": [ "string" ] }, "dockerfile": { "image": "string", "env": { "property1": "string", "property2": "string" }, "path": [ "string" ], "copy": [ {} ], "post_run_copy": [ {} ], "run": [ "string" ], "langEnv": "string", "uid": 0, "gid": 0, "username": 0, "filename": "string", "workdir": "string", "workdirPath": "string", "shell": "string" }, "file": { "content": "string", "filename": "string", "chmod": "string", "kind": "string" }, "tensorboard": { "port": 0, "uuids": [ "string" ], "use_names": true, "path_prefix": "string", "plugins": "string" }, "lineageRef": "string", "artifactRef": "string", "modelRef": "string", "connection": "string", "path": "string", "container": {} } ], "sidecars": [ {} ], "container": {} }, "service": { "kind": "service", "environment": { "labels": { "property1": "string", "property2": "string" }, "annotations": { "property1": "string", "property2": "string" }, "nodeSelector": { "property1": "string", "property2": "string" }, "affinity": {}, "tolerations": [ {} ], "nodeName": "string", "serviceAccountName": "string", "hostAliases": [ {} ], "securityContext": {}, "imagePullSecrets": [ "string" ], "hostNetwork": true, "hostPID": "string", "dnsPolicy": "string", "dnsConfig": {}, "schedulerName": "string", "priorityClassName": "string", "priority": 0, "restartPolicy": "string" }, "connections": [ "string" ], "volumes": [ {} ], "init": [ { "artifacts": { "files": [ {} ], "dirs": [ {} ], "workers": 0 }, "paths": [ {} ], "git": { "url": "string", "revision": "string", "flags": [ "string" ] }, "dockerfile": { "image": "string", "env": { "property1": "string", "property2": "string" }, "path": [ "string" ], "copy": [ {} ], "post_run_copy": [ {} ], "run": [ "string" ], "langEnv": "string", "uid": 0, "gid": 0, "username": 0, "filename": "string", "workdir": "string", "workdirPath": "string", "shell": "string" }, "file": { "content": "string", "filename": "string", "chmod": "string", "kind": "string" }, "tensorboard": { "port": 0, "uuids": [ "string" ], "use_names": true, "path_prefix": "string", "plugins": "string" }, "lineageRef": "string", "artifactRef": "string", "modelRef": "string", "connection": "string", "path": "string", "container": {} } ], "sidecars": [ {} ], "container": {}, "ports": [ 0 ], "rewritePath": true, "isExternal": true, "replicas": 0 }, "dag": { "kind": "dag", "operations": [ { "version": 0.1, "kind": "string", "name": "string", "description": "string", "tags": [ "string" ], "presets": [ "string" ], "queue": "string", "cache": { "disable": true, "ttl": 0, "io": [ "string" ], "sections": [ "string" ] }, "namespace": "string", "termination": { "maxRetries": 0, "ttl": 0, "timeout": 0, "culling": { "timeout": 0 }, "probe": { "exec": { "command": [ "string" ] }, "http": { "path": "string", "port": 0 } }, "podFailurePolicy": {} }, "plugins": { "auth": true, "docker": true, "shm": true, "mountArtifactsStore": true, "collectArtifacts": true, "collectLogs": true, "collectResources": true, "syncStatuses": true, "autoResume": true, "logLevel": "string", "externalHost": true, "sidecar": { "image": "string", "imageTag": "string", "imagePullPolicy": "string", "sleepInterval": 0, "syncInterval": 0, "monitorLogs": true, "monitorSpec": true, "noConnections": true, "resources": {} }, "notifications": [ { "connections": [ "string" ], "trigger": "created" } ], "tmux": { "image": "string", "imageTag": "string", "imagePullPolicy": "string", "resources": {} } }, "schedule": {}, "events": [ { "kinds": [ "run_status_created" ], "ref": "string" } ], "hooks": [ { "hubRef": "string", "connection": "string", "trigger": "created", "conditions": "string", "params": { "property1": { "value": {}, "ref": "string", "connection": "string", "toInit": true, "toEnv": "string", "contextOnly": true }, "property2": { "value": {}, "ref": "string", "connection": "string", "toInit": true, "toEnv": "string", "contextOnly": true } }, "presets": [ "string" ], "queue": "string", "namespace": "string", "disableDefaults": true } ], "dependencies": [ "string" ], "trigger": "all_succeeded", "conditions": "string", "skipOnUpstreamSkip": true, "matrix": {}, "joins": { "property1": { "ref": "string", "query": "string", "sort": "string", "limit": 0, "offset": 0, "params": { "property1": { "value": "string", "connection": "string", "toInit": true, "toEnv": "string", "contextOnly": true }, "property2": { "value": "string", "connection": "string", "toInit": true, "toEnv": "string", "contextOnly": true } } }, "property2": { "ref": "string", "query": "string", "sort": "string", "limit": 0, "offset": 0, "params": { "property1": { "value": "string", "connection": "string", "toInit": true, "toEnv": "string", "contextOnly": true }, "property2": { "value": "string", "connection": "string", "toInit": true, "toEnv": "string", "contextOnly": true } } } }, "params": { "property1": { "value": {}, "ref": "string", "connection": "string", "toInit": true, "toEnv": "string", "contextOnly": true }, "property2": { "value": {}, "ref": "string", "connection": "string", "toInit": true, "toEnv": "string", "contextOnly": true } }, "runPatch": {}, "patchStrategy": "replace", "isPreset": true, "isApproved": true, "template": { "enabled": true, "description": "string", "fields": [ "string" ] }, "build": { "hubRef": "string", "connection": "string", "presets": [ "string" ], "queue": "string", "namespace": "string", "cache": { "disable": true, "ttl": 0, "io": [ "string" ], "sections": [ "string" ] }, "params": { "property1": { "value": {}, "ref": "string", "connection": "string", "toInit": true, "toEnv": "string", "contextOnly": true }, "property2": { "value": {}, "ref": "string", "connection": "string", "toInit": true, "toEnv": "string", "contextOnly": true } }, "runPatch": {}, "patchStrategy": "replace" }, "cost": 0.1, "pathRef": "string", "hubRef": "string", "dagRef": "string", "urlRef": "string", "component": { "version": 0.1, "kind": "string", "name": "string", "description": "string", "tags": [ "string" ], "presets": [ "string" ], "queue": "string", "cache": { "disable": true, "ttl": 0, "io": [ "string" ], "sections": [ "string" ] }, "namespace": "string", "termination": { "maxRetries": 0, "ttl": 0, "timeout": 0, "culling": { "timeout": 0 }, "probe": { "exec": { "command": [ "string" ] }, "http": { "path": "string", "port": 0 } }, "podFailurePolicy": {} }, "plugins": { "auth": true, "docker": true, "shm": true, "mountArtifactsStore": true, "collectArtifacts": true, "collectLogs": true, "collectResources": true, "syncStatuses": true, "autoResume": true, "logLevel": "string", "externalHost": true, "sidecar": { "image": "string", "imageTag": "string", "imagePullPolicy": "string", "sleepInterval": 0, "syncInterval": 0, "monitorLogs": true, "monitorSpec": true, "noConnections": true, "resources": {} }, "notifications": [ { "connections": [ "string" ], "trigger": "created" } ], "tmux": { "image": "string", "imageTag": "string", "imagePullPolicy": "string", "resources": {} } }, "hooks": [ { "hubRef": "string", "connection": "string", "trigger": "created", "conditions": "string", "params": { "property1": { "value": {}, "ref": "string", "connection": "string", "toInit": true, "toEnv": "string", "contextOnly": true }, "property2": { "value": {}, "ref": "string", "connection": "string", "toInit": true, "toEnv": "string", "contextOnly": true } }, "presets": [ "string" ], "queue": "string", "namespace": "string", "disableDefaults": true } ], "inputs": [ { "name": "string", "description": "string", "type": "string", "value": {}, "isOptional": true, "isList": true, "isFlag": true, "argFormat": "string", "connection": "string", "toInit": true, "toEnv": "string", "validation": { "delay": true, "gt": 0, "ge": 0, "lt": 0, "le": 0, "multipleOf": 0, "minDigits": 0, "maxDigits": 0, "decimalPlaces": 0, "regex": "string", "minLength": 0, "maxLength": 0, "contains": [ {} ], "excludes": [ {} ], "options": [ {} ], "minItems": 0, "maxItems": 0, "keys": [ "string" ], "containsKeys": [ "string" ], "excludesKeys": [ "string" ] }, "delayValidation": true, "options": [ {} ] } ], "outputs": [ { "name": "string", "description": "string", "type": "string", "value": {}, "isOptional": true, "isList": true, "isFlag": true, "argFormat": "string", "connection": "string", "toInit": true, "toEnv": "string", "validation": { "delay": true, "gt": 0, "ge": 0, "lt": 0, "le": 0, "multipleOf": 0, "minDigits": 0, "maxDigits": 0, "decimalPlaces": 0, "regex": "string", "minLength": 0, "maxLength": 0, "contains": [ {} ], "excludes": [ {} ], "options": [ {} ], "minItems": 0, "maxItems": 0, "keys": [ "string" ], "containsKeys": [ "string" ], "excludesKeys": [ "string" ] }, "delayValidation": true, "options": [ {} ] } ], "build": { "hubRef": "string", "connection": "string", "presets": [ "string" ], "queue": "string", "namespace": "string", "cache": { "disable": true, "ttl": 0, "io": [ "string" ], "sections": [ "string" ] }, "params": { "property1": { "value": {}, "ref": "string", "connection": "string", "toInit": true, "toEnv": "string", "contextOnly": true }, "property2": { "value": {}, "ref": "string", "connection": "string", "toInit": true, "toEnv": "string", "contextOnly": true } }, "runPatch": {}, "patchStrategy": "replace" }, "run": {}, "template": { "enabled": true, "description": "string", "fields": [ "string" ] }, "isApproved": true, "cost": 0.1 } } ], "components": [ { "version": 0.1, "kind": "string", "name": "string", "description": "string", "tags": [ "string" ], "presets": [ "string" ], "queue": "string", "cache": { "disable": true, "ttl": 0, "io": [ "string" ], "sections": [ "string" ] }, "namespace": "string", "termination": { "maxRetries": 0, "ttl": 0, "timeout": 0, "culling": { "timeout": 0 }, "probe": { "exec": { "command": [ "string" ] }, "http": { "path": "string", "port": 0 } }, "podFailurePolicy": {} }, "plugins": { "auth": true, "docker": true, "shm": true, "mountArtifactsStore": true, "collectArtifacts": true, "collectLogs": true, "collectResources": true, "syncStatuses": true, "autoResume": true, "logLevel": "string", "externalHost": true, "sidecar": { "image": "string", "imageTag": "string", "imagePullPolicy": "string", "sleepInterval": 0, "syncInterval": 0, "monitorLogs": true, "monitorSpec": true, "noConnections": true, "resources": {} }, "notifications": [ { "connections": [ "string" ], "trigger": "created" } ], "tmux": { "image": "string", "imageTag": "string", "imagePullPolicy": "string", "resources": {} } }, "hooks": [ { "hubRef": "string", "connection": "string", "trigger": "created", "conditions": "string", "params": { "property1": { "value": {}, "ref": "string", "connection": "string", "toInit": true, "toEnv": "string", "contextOnly": true }, "property2": { "value": {}, "ref": "string", "connection": "string", "toInit": true, "toEnv": "string", "contextOnly": true } }, "presets": [ "string" ], "queue": "string", "namespace": "string", "disableDefaults": true } ], "inputs": [ { "name": "string", "description": "string", "type": "string", "value": {}, "isOptional": true, "isList": true, "isFlag": true, "argFormat": "string", "connection": "string", "toInit": true, "toEnv": "string", "validation": { "delay": true, "gt": 0, "ge": 0, "lt": 0, "le": 0, "multipleOf": 0, "minDigits": 0, "maxDigits": 0, "decimalPlaces": 0, "regex": "string", "minLength": 0, "maxLength": 0, "contains": [ {} ], "excludes": [ {} ], "options": [ {} ], "minItems": 0, "maxItems": 0, "keys": [ "string" ], "containsKeys": [ "string" ], "excludesKeys": [ "string" ] }, "delayValidation": true, "options": [ {} ] } ], "outputs": [ { "name": "string", "description": "string", "type": "string", "value": {}, "isOptional": true, "isList": true, "isFlag": true, "argFormat": "string", "connection": "string", "toInit": true, "toEnv": "string", "validation": { "delay": true, "gt": 0, "ge": 0, "lt": 0, "le": 0, "multipleOf": 0, "minDigits": 0, "maxDigits": 0, "decimalPlaces": 0, "regex": "string", "minLength": 0, "maxLength": 0, "contains": [ {} ], "excludes": [ {} ], "options": [ {} ], "minItems": 0, "maxItems": 0, "keys": [ "string" ], "containsKeys": [ "string" ], "excludesKeys": [ "string" ] }, "delayValidation": true, "options": [ {} ] } ], "build": { "hubRef": "string", "connection": "string", "presets": [ "string" ], "queue": "string", "namespace": "string", "cache": { "disable": true, "ttl": 0, "io": [ "string" ], "sections": [ "string" ] }, "params": { "property1": { "value": {}, "ref": "string", "connection": "string", "toInit": true, "toEnv": "string", "contextOnly": true }, "property2": { "value": {}, "ref": "string", "connection": "string", "toInit": true, "toEnv": "string", "contextOnly": true } }, "runPatch": {}, "patchStrategy": "replace" }, "run": {}, "template": { "enabled": true, "description": "string", "fields": [ "string" ] }, "isApproved": true, "cost": 0.1 } ], "concurrency": 0, "earlyStopping": [ {} ], "environment": { "labels": { "property1": "string", "property2": "string" }, "annotations": { "property1": "string", "property2": "string" }, "nodeSelector": { "property1": "string", "property2": "string" }, "affinity": {}, "tolerations": [ {} ], "nodeName": "string", "serviceAccountName": "string", "hostAliases": [ {} ], "securityContext": {}, "imagePullSecrets": [ "string" ], "hostNetwork": true, "hostPID": "string", "dnsPolicy": "string", "dnsConfig": {}, "schedulerName": "string", "priorityClassName": "string", "priority": 0, "restartPolicy": "string" }, "connections": [ "string" ], "volumes": [ {} ] }, "tfJob": { "kind": "tfjob", "cleanPodPolicy": "All", "schedulingPolicy": { "minAvailable": 0, "queue": "string", "minResources": {}, "priorityClass": "string", "scheduleTimeoutSeconds": 0 }, "successPolicy": "string", "enableDynamicWorker": true, "chief": { "replicas": 0, "environment": { "labels": { "property1": "string", "property2": "string" }, "annotations": { "property1": "string", "property2": "string" }, "nodeSelector": { "property1": "string", "property2": "string" }, "affinity": {}, "tolerations": [ {} ], "nodeName": "string", "serviceAccountName": "string", "hostAliases": [ {} ], "securityContext": {}, "imagePullSecrets": [ "string" ], "hostNetwork": true, "hostPID": "string", "dnsPolicy": "string", "dnsConfig": {}, "schedulerName": "string", "priorityClassName": "string", "priority": 0, "restartPolicy": "string" }, "connections": [ "string" ], "volumes": [ {} ], "init": [ { "artifacts": { "files": [ {} ], "dirs": [ {} ], "workers": 0 }, "paths": [ {} ], "git": { "url": "string", "revision": "string", "flags": [ "string" ] }, "dockerfile": { "image": "string", "env": { "property1": "string", "property2": "string" }, "path": [ "string" ], "copy": [ {} ], "post_run_copy": [ {} ], "run": [ "string" ], "langEnv": "string", "uid": 0, "gid": 0, "username": 0, "filename": "string", "workdir": "string", "workdirPath": "string", "shell": "string" }, "file": { "content": "string", "filename": "string", "chmod": "string", "kind": "string" }, "tensorboard": { "port": 0, "uuids": [ "string" ], "use_names": true, "path_prefix": "string", "plugins": "string" }, "lineageRef": "string", "artifactRef": "string", "modelRef": "string", "connection": "string", "path": "string", "container": {} } ], "sidecars": [ {} ], "container": {} }, "worker": { "replicas": 0, "environment": { "labels": { "property1": "string", "property2": "string" }, "annotations": { "property1": "string", "property2": "string" }, "nodeSelector": { "property1": "string", "property2": "string" }, "affinity": {}, "tolerations": [ {} ], "nodeName": "string", "serviceAccountName": "string", "hostAliases": [ {} ], "securityContext": {}, "imagePullSecrets": [ "string" ], "hostNetwork": true, "hostPID": "string", "dnsPolicy": "string", "dnsConfig": {}, "schedulerName": "string", "priorityClassName": "string", "priority": 0, "restartPolicy": "string" }, "connections": [ "string" ], "volumes": [ {} ], "init": [ { "artifacts": { "files": [ {} ], "dirs": [ {} ], "workers": 0 }, "paths": [ {} ], "git": { "url": "string", "revision": "string", "flags": [ "string" ] }, "dockerfile": { "image": "string", "env": { "property1": "string", "property2": "string" }, "path": [ "string" ], "copy": [ {} ], "post_run_copy": [ {} ], "run": [ "string" ], "langEnv": "string", "uid": 0, "gid": 0, "username": 0, "filename": "string", "workdir": "string", "workdirPath": "string", "shell": "string" }, "file": { "content": "string", "filename": "string", "chmod": "string", "kind": "string" }, "tensorboard": { "port": 0, "uuids": [ "string" ], "use_names": true, "path_prefix": "string", "plugins": "string" }, "lineageRef": "string", "artifactRef": "string", "modelRef": "string", "connection": "string", "path": "string", "container": {} } ], "sidecars": [ {} ], "container": {} }, "ps": { "replicas": 0, "environment": { "labels": { "property1": "string", "property2": "string" }, "annotations": { "property1": "string", "property2": "string" }, "nodeSelector": { "property1": "string", "property2": "string" }, "affinity": {}, "tolerations": [ {} ], "nodeName": "string", "serviceAccountName": "string", "hostAliases": [ {} ], "securityContext": {}, "imagePullSecrets": [ "string" ], "hostNetwork": true, "hostPID": "string", "dnsPolicy": "string", "dnsConfig": {}, "schedulerName": "string", "priorityClassName": "string", "priority": 0, "restartPolicy": "string" }, "connections": [ "string" ], "volumes": [ {} ], "init": [ { "artifacts": { "files": [ {} ], "dirs": [ {} ], "workers": 0 }, "paths": [ {} ], "git": { "url": "string", "revision": "string", "flags": [ "string" ] }, "dockerfile": { "image": "string", "env": { "property1": "string", "property2": "string" }, "path": [ "string" ], "copy": [ {} ], "post_run_copy": [ {} ], 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