Difference between revisions of "Meteos/API"
< Meteos
(→List Experiment Templates) |
(→API (TBD)) |
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(19 intermediate revisions by the same user not shown) | |||
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− | == API | + | == API == |
=== Experiment Template === | === Experiment Template === | ||
Line 53: | Line 53: | ||
"links": [ | "links": [ | ||
{ | { | ||
− | "href": "/v1/475312c52eb941d3ab072fba9271d9c1/templates/ | + | "href": "/v1/475312c52eb941d3ab072fba9271d9c1/templates/....", |
"rel": "self" | "rel": "self" | ||
}, | }, | ||
{ | { | ||
− | "href": "/475312c52eb941d3ab072fba9271d9c1/templates/ | + | "href": "/475312c52eb941d3ab072fba9271d9c1/templates/....", |
"rel": "bookmark" | "rel": "bookmark" | ||
} | } | ||
Line 72: | Line 72: | ||
"links": [ | "links": [ | ||
{ | { | ||
− | "href": "/v1/475312c52eb941d3ab072fba9271d9c1/templates/ | + | "href": "/v1/475312c52eb941d3ab072fba9271d9c1/templates/....", |
"rel": "self" | "rel": "self" | ||
}, | }, | ||
{ | { | ||
− | "href": "475312c52eb941d3ab072fba9271d9c1/templates/ | + | "href": "475312c52eb941d3ab072fba9271d9c1/templates/....", |
"rel": "bookmark" | "rel": "bookmark" | ||
} | } | ||
Line 94: | Line 94: | ||
'''Response''' | '''Response''' | ||
<pre> | <pre> | ||
+ | { | ||
+ | "template": { | ||
+ | "cluster_id": null, | ||
+ | "created_at": "2016-11-30T06:23:29.000000", | ||
+ | "description": "This is a sample template of experiment", | ||
+ | "id": "8e6f12ac-a08c-4ec5-996f-9be06c357cfb", | ||
+ | "master_flavor": "5", | ||
+ | "master_nodes": 1, | ||
+ | "name": "example-template", | ||
+ | "project_id": "475312c52eb941d3ab072fba9271d9c1", | ||
+ | "spark_version": "1.6", | ||
+ | "status": "available", | ||
+ | "user_id": "511c049d52524ba9b14b0ff33867d3b8", | ||
+ | "worker_flavor": "4", | ||
+ | "worker_nodes": 5 | ||
+ | } | ||
+ | } | ||
</pre> | </pre> | ||
− | + | ||
==== Delete Experiment Template ==== | ==== Delete Experiment Template ==== | ||
− | * DELETE /v1/<tenant_id>/templates/<template_id | + | * DELETE /v1/<tenant_id>/templates/<template_id> |
− | |||
− | |||
− | |||
=== Experiment === | === Experiment === | ||
Line 108: | Line 122: | ||
'''Request''' | '''Request''' | ||
<pre> | <pre> | ||
+ | { | ||
+ | "experiment": { | ||
+ | "display_description": "This is a sample experiment", | ||
+ | "display_name": "example-experiment", | ||
+ | "key_name": "key1", | ||
+ | "neutron_management_network": "fada8863-56b7-461b-b647-9334500c25df", | ||
+ | "template_id": "aea85a97-ea67-4717-93ae-54b7c5cd6492" | ||
+ | } | ||
+ | } | ||
</pre> | </pre> | ||
'''Response''' | '''Response''' | ||
<pre> | <pre> | ||
+ | { | ||
+ | "experiment": { | ||
+ | "created_at": "2016-11-30T06:38:12.000000", | ||
+ | "description": "This is a sample experiment", | ||
+ | "id": "b45fb6a9-6f93-4e4b-93ec-0b128927b62d", | ||
+ | "key_name": "key1", | ||
+ | "management_network": "fada8863-56b7-461b-b647-9334500c25df", | ||
+ | "name": "example-experiment", | ||
+ | "project_id": "475312c52eb941d3ab072fba9271d9c1", | ||
+ | "status": "creating", | ||
+ | "user_id": "511c049d52524ba9b14b0ff33867d3b8" | ||
+ | } | ||
+ | } | ||
</pre> | </pre> | ||
Line 117: | Line 153: | ||
'''Response''' | '''Response''' | ||
<pre> | <pre> | ||
+ | { | ||
+ | "experiments": [ | ||
+ | { | ||
+ | "created_at": "2016-11-30T06:38:12.000000", | ||
+ | "description": "This is a sample experiment", | ||
+ | "id": "b45fb6a9-6f93-4e4b-93ec-0b128927b62d", | ||
+ | "links": [ | ||
+ | { | ||
+ | "href": "/v1/475312c52eb941d3ab072fba9271d9c1/experiments/....", | ||
+ | "rel": "self" | ||
+ | }, | ||
+ | { | ||
+ | "href": "/475312c52eb941d3ab072fba9271d9c1/experiments/....", | ||
+ | "rel": "bookmark" | ||
+ | } | ||
+ | ], | ||
+ | "name": "example-experiment", | ||
+ | "status": "creating" | ||
+ | } | ||
+ | ] | ||
+ | } | ||
</pre> | </pre> | ||
Line 123: | Line 180: | ||
'''Response''' | '''Response''' | ||
<pre> | <pre> | ||
− | </pre> | + | { |
+ | "experiment": { | ||
+ | "created_at": "2016-11-30T06:38:12.000000", | ||
+ | "description": "This is a sample experiment", | ||
+ | "id": "b45fb6a9-6f93-4e4b-93ec-0b128927b62d", | ||
+ | "key_name": "key1", | ||
+ | "management_network": "fada8863-56b7-461b-b647-9334500c25df", | ||
+ | "name": "example-experiment", | ||
+ | "project_id": "475312c52eb941d3ab072fba9271d9c1", | ||
+ | "status": "creating", | ||
+ | "user_id": "511c049d52524ba9b14b0ff33867d3b8" | ||
+ | } | ||
+ | } | ||
+ | </pre> | ||
==== Delete Experiment ==== | ==== Delete Experiment ==== | ||
* DELETE /v1/<tenant_id>/experiments/<experiment_id> | * DELETE /v1/<tenant_id>/experiments/<experiment_id> | ||
− | |||
− | |||
− | |||
=== Data Set === | === Data Set === | ||
Line 135: | Line 202: | ||
==== Create Data Set (Download) ==== | ==== Create Data Set (Download) ==== | ||
* POST /v1/<tenant_id>/datasets | * POST /v1/<tenant_id>/datasets | ||
+ | '''Request''' | ||
+ | <pre> | ||
+ | { | ||
+ | "dataset": { | ||
+ | "created_at": "2016-11-30T06:54:08.000000", | ||
+ | "description": "This is a sample dataset", | ||
+ | "head": null, | ||
+ | "id": "da6131ae-783f-45b5-a3eb-56050f0eed46", | ||
+ | "name": "sample-data", | ||
+ | "project_id": "475312c52eb941d3ab072fba9271d9c1", | ||
+ | "status": "creating", | ||
+ | "stderr": null, | ||
+ | "user_id": "511c049d52524ba9b14b0ff33867d3b8" | ||
+ | } | ||
+ | } | ||
+ | </pre> | ||
'''Response''' | '''Response''' | ||
<pre> | <pre> | ||
+ | { | ||
+ | "dataset": { | ||
+ | "created_at": "2016-11-30T06:57:28.000000", | ||
+ | "description": "This is a sample dataset", | ||
+ | "head": null, | ||
+ | "id": "9fd54ac9-2da4-4c56-b8f1-fc05fda635b2", | ||
+ | "name": "sample-data", | ||
+ | "project_id": "475312c52eb941d3ab072fba9271d9c1", | ||
+ | "status": "creating", | ||
+ | "stderr": null, | ||
+ | "user_id": "511c049d52524ba9b14b0ff33867d3b8" | ||
+ | } | ||
+ | } | ||
</pre> | </pre> | ||
Line 143: | Line 239: | ||
'''Request''' | '''Request''' | ||
<pre> | <pre> | ||
+ | { | ||
+ | "dataset": { | ||
+ | "display_description": "This is a sample dataset", | ||
+ | "display_name": "sample-data", | ||
+ | "experiment_id": "b45fb6a9-6f93-4e4b-93ec-0b128927b62d", | ||
+ | "method": "parse", | ||
+ | "params": "W3t1J2FyZ3MnOiB1ImxhbWJkYSBsOiBsLnNwbGl0KCcsJylbMF0gIT0gJzAnIiwgdSdtZXRob2QnOiB1J2ZpbHRlcid9XQ==", | ||
+ | "source_dataset_url": "swift://meteos/linear_data.txt", | ||
+ | "swift_password": "nova", | ||
+ | "swift_tenant": "demo", | ||
+ | "swift_username": "demo" | ||
+ | } | ||
+ | } | ||
</pre> | </pre> | ||
'''Response''' | '''Response''' | ||
<pre> | <pre> | ||
+ | { | ||
+ | "dataset": { | ||
+ | "created_at": "2016-11-30T06:59:29.000000", | ||
+ | "description": "This is a sample dataset", | ||
+ | "head": null, | ||
+ | "id": "2e0f4d7a-8cbc-4bb7-aeb6-6c4adbbd36d9", | ||
+ | "name": "sample-data", | ||
+ | "project_id": "475312c52eb941d3ab072fba9271d9c1", | ||
+ | "status": "creating", | ||
+ | "stderr": null, | ||
+ | "user_id": "511c049d52524ba9b14b0ff33867d3b8" | ||
+ | } | ||
+ | } | ||
</pre> | </pre> | ||
Line 152: | Line 274: | ||
'''Response''' | '''Response''' | ||
<pre> | <pre> | ||
+ | { | ||
+ | "datasets": [ | ||
+ | { | ||
+ | "created_at": "2016-11-30T06:54:08.000000", | ||
+ | "description": "This is a sample dataset", | ||
+ | "id": "da6131ae-783f-45b5-a3eb-56050f0eed46", | ||
+ | "links": [ | ||
+ | { | ||
+ | "href": "/v1/475312c52eb941d3ab072fba9271d9c1/datasets/....", | ||
+ | "rel": "self" | ||
+ | }, | ||
+ | { | ||
+ | "href": "/475312c52eb941d3ab072fba9271d9c1/datasets/....", | ||
+ | "rel": "bookmark" | ||
+ | } | ||
+ | ], | ||
+ | "name": "sample-data", | ||
+ | "source_dataset_url": "swift://meteos/linear_data.txt", | ||
+ | "status": "creating" | ||
+ | } | ||
+ | ] | ||
+ | } | ||
</pre> | </pre> | ||
==== Show Data Sets ==== | ==== Show Data Sets ==== | ||
* GET /v1/<tenant_id>/datasets/<dataset_id> | * GET /v1/<tenant_id>/datasets/<dataset_id> | ||
− | + | '''Response''' | |
<pre> | <pre> | ||
+ | { | ||
+ | "dataset": { | ||
+ | "created_at": "2016-11-30T06:57:28.000000", | ||
+ | "description": "This is a sample dataset", | ||
+ | "head": "[u'500000,1,10,2016,6,0,68,50', u'500000,1,10,2016,6,0,68,50', u'550000,2,10,2016,0,1,68,90', u'550000,2,10,2016,0,1,68,90', u'300000,3,10,2016,1,0,60,55', u'300000,3,10,2016,1,0,60,55', u'350000,4,10,2016,2,2,58,87', u'0,5,10,2016,3,3,58,60', u'400000,6,10,2016,4,3,60,60', u'330000,7,10,2016,5,2,62,87'] | ||
+ | ", | ||
+ | "id": "9fd54ac9-2da4-4c56-b8f1-fc05fda635b2", | ||
+ | "name": "sample-data", | ||
+ | "project_id": "475312c52eb941d3ab072fba9271d9c1", | ||
+ | "status": "available", | ||
+ | "stderr": "", | ||
+ | "user_id": "511c049d52524ba9b14b0ff33867d3b8" | ||
+ | } | ||
+ | } | ||
</pre> | </pre> | ||
==== Delete Data Set ==== | ==== Delete Data Set ==== | ||
* DELETE /v1/<tenant_id>/datasets/<dataset_id> | * DELETE /v1/<tenant_id>/datasets/<dataset_id> | ||
− | |||
− | |||
− | |||
=== Prediction Model === | === Prediction Model === | ||
Line 172: | Line 327: | ||
'''Request''' | '''Request''' | ||
<pre> | <pre> | ||
+ | { | ||
+ | "model": { | ||
+ | "experiment_id": "b45fb6a9-6f93-4e4b-93ec-0b128927b62d", | ||
+ | "model_params": "eydudW1JdGVyYXRpb25zJzogMSwgJ2Rlc2lyZWRfb3V0cHV0JzowfQ==", | ||
+ | "model_type": "LinearRegression", | ||
+ | "source_dataset_url": "swift://meteos/linear_data.txt", | ||
+ | "swift_password": "nova", | ||
+ | "swift_tenant": "demo", | ||
+ | "swift_username": "demo" | ||
+ | } | ||
+ | } | ||
</pre> | </pre> | ||
'''Response''' | '''Response''' | ||
<pre> | <pre> | ||
+ | { | ||
+ | "model": { | ||
+ | "created_at": "2016-11-30T07:03:33.000000", | ||
+ | "description": null, | ||
+ | "id": "c8707239-ae83-40c8-9d1b-273981ba209d", | ||
+ | "name": null, | ||
+ | "params": "eydudW1JdGVyYXRpb25zJzogMSwgJ2Rlc2lyZWRfb3V0cHV0JzowfQ==", | ||
+ | "project_id": "475312c52eb941d3ab072fba9271d9c1", | ||
+ | "status": "creating", | ||
+ | "stderr": null, | ||
+ | "stdout": null, | ||
+ | "type": "LinearRegression", | ||
+ | "user_id": "511c049d52524ba9b14b0ff33867d3b8" | ||
+ | } | ||
+ | } | ||
</pre> | </pre> | ||
Line 181: | Line 362: | ||
'''Response''' | '''Response''' | ||
<pre> | <pre> | ||
+ | { | ||
+ | "models": [ | ||
+ | { | ||
+ | "created_at": "2016-11-30T07:03:33.000000", | ||
+ | "description": null, | ||
+ | "id": "c8707239-ae83-40c8-9d1b-273981ba209d", | ||
+ | "links": [ | ||
+ | { | ||
+ | "href": "/v1/475312c52eb941d3ab072fba9271d9c1/models/....", | ||
+ | "rel": "self" | ||
+ | }, | ||
+ | { | ||
+ | "href": "/475312c52eb941d3ab072fba9271d9c1/models/....", | ||
+ | "rel": "bookmark" | ||
+ | } | ||
+ | ], | ||
+ | "name": null, | ||
+ | "source_dataset_url": "swift://meteos/linear_data.txt", | ||
+ | "status": "available", | ||
+ | "type": "LinearRegression" | ||
+ | } | ||
+ | ] | ||
+ | } | ||
</pre> | </pre> | ||
Line 187: | Line 391: | ||
'''Response''' | '''Response''' | ||
<pre> | <pre> | ||
+ | { | ||
+ | "model": { | ||
+ | "created_at": "2016-11-30T07:03:33.000000", | ||
+ | "description": null, | ||
+ | "id": "c8707239-ae83-40c8-9d1b-273981ba209d", | ||
+ | "name": null, | ||
+ | "params": "eydudW1JdGVyYXRpb25zJzogMSwgJ2Rlc2lyZWRfb3V0cHV0JzowfQ==", | ||
+ | "project_id": "475312c52eb941d3ab072fba9271d9c1", | ||
+ | "status": "available", | ||
+ | "stderr": "", | ||
+ | "stdout": "", | ||
+ | "type": "LinearRegression", | ||
+ | "user_id": "511c049d52524ba9b14b0ff33867d3b8" | ||
+ | } | ||
+ | } | ||
</pre> | </pre> | ||
==== Delete Model ==== | ==== Delete Model ==== | ||
* DELETE /v1/<tenant_id>/models/<model_id> | * DELETE /v1/<tenant_id>/models/<model_id> | ||
− | |||
− | |||
− | |||
=== Learning Job === | === Learning Job === | ||
Line 201: | Line 417: | ||
'''Request''' | '''Request''' | ||
<pre> | <pre> | ||
+ | { | ||
+ | "learning": { | ||
+ | "args": "MTEsMTAsMjAxNiwyLDAsNjcsODA=", | ||
+ | "display_description": "This is a sample job", | ||
+ | "display_name": "example-learning-job", | ||
+ | "experiment_id": "b45fb6a9-6f93-4e4b-93ec-0b128927b62d", | ||
+ | "method": "predict", | ||
+ | "model_id": "27032fe5-cb88-42bc-a753-f6a1359d629e" | ||
+ | } | ||
+ | } | ||
</pre> | </pre> | ||
'''Response''' | '''Response''' | ||
<pre> | <pre> | ||
+ | { | ||
+ | "learning": { | ||
+ | "args": "MTEsMTAsMjAxNiwyLDAsNjcsODA=", | ||
+ | "created_at": "2016-11-30T07:16:17.000000", | ||
+ | "description": "This is a sample job", | ||
+ | "id": "e3b205bc-0292-48a9-a7f9-76c77bbf02a4", | ||
+ | "method": "predict", | ||
+ | "name": "example-learning-job", | ||
+ | "project_id": "475312c52eb941d3ab072fba9271d9c1", | ||
+ | "status": "creating", | ||
+ | "stderr": null, | ||
+ | "stdout": null, | ||
+ | "user_id": "511c049d52524ba9b14b0ff33867d3b8" | ||
+ | } | ||
+ | } | ||
</pre> | </pre> | ||
Line 210: | Line 451: | ||
'''Response''' | '''Response''' | ||
<pre> | <pre> | ||
+ | { | ||
+ | "learnings": [ | ||
+ | { | ||
+ | "args": "MTEsMTAsMjAxNiwyLDAsNjcsODA=", | ||
+ | "description": "This is a sample job", | ||
+ | "id": "e3b205bc-0292-48a9-a7f9-76c77bbf02a4", | ||
+ | "links": [ | ||
+ | { | ||
+ | "href": "/v1/475312c52eb941d3ab072fba9271d9c1/learnings/....", | ||
+ | "rel": "self" | ||
+ | }, | ||
+ | { | ||
+ | "href": "/475312c52eb941d3ab072fba9271d9c1/learnings/....", | ||
+ | "rel": "bookmark" | ||
+ | } | ||
+ | ], | ||
+ | "name": "example-learning-job", | ||
+ | "status": "available", | ||
+ | "stdout": "233730.600776", | ||
+ | "type": "LinearRegression" | ||
+ | } | ||
+ | ] | ||
+ | } | ||
</pre> | </pre> | ||
Line 216: | Line 480: | ||
'''Response''' | '''Response''' | ||
<pre> | <pre> | ||
+ | { | ||
+ | "learning": { | ||
+ | "args": "MTEsMTAsMjAxNiwyLDAsNjcsODA=", | ||
+ | "created_at": "2016-11-30T07:16:17.000000", | ||
+ | "description": "This is a sample job", | ||
+ | "id": "e3b205bc-0292-48a9-a7f9-76c77bbf02a4", | ||
+ | "method": "predict", | ||
+ | "name": "example-learning-job", | ||
+ | "project_id": "475312c52eb941d3ab072fba9271d9c1", | ||
+ | "status": "available", | ||
+ | "stderr": "", | ||
+ | "stdout": "233730.600776", | ||
+ | "user_id": "511c049d52524ba9b14b0ff33867d3b8" | ||
+ | } | ||
+ | } | ||
</pre> | </pre> | ||
==== Delete Learning Job ==== | ==== Delete Learning Job ==== | ||
* DELETE/v1/<tenant_id>/jobs/<job_id> | * DELETE/v1/<tenant_id>/jobs/<job_id> | ||
− | |||
− | |||
− |
Latest revision as of 05:10, 9 December 2016
Contents
API
Experiment Template
Create Experiment Template
- POST /v1/<tenant_id>/templates
Request
{ "template": { "display_description": "This is a sample template of experiment", "display_name": "example-template", "floating_ip_pool": "56a30dc6-79d9-422d-94ba-cd4dbceea9a4", "image_id": "9692f7a3-7dfa-4b8c-904c-4f4be3d1ebe7", "master_flavor_id": "4", "master_nodes_num": 1, "spark_version": "1.6", "worker_flavor_id": "2", "worker_nodes_num": 2 } }
Response
{ "template": { "cluster_id": null, "created_at": "2016-11-30T06:13:07.000000", "description": "This is a sample template of experiment", "id": "aea85a97-ea67-4717-93ae-54b7c5cd6492", "master_flavor": "4", "master_nodes": 1, "name": "example-template", "project_id": "475312c52eb941d3ab072fba9271d9c1", "spark_version": "1.6", "status": "available", "user_id": "511c049d52524ba9b14b0ff33867d3b8", "worker_flavor": "2", "worker_nodes": 2 } }
List Experiment Templates
- GET /v1/<tenant_id>/templates
Response
{ "templates": [ { "description": "This is a sample template of experiment", "id": "8e6f12ac-a08c-4ec5-996f-9be06c357cfb", "links": [ { "href": "/v1/475312c52eb941d3ab072fba9271d9c1/templates/....", "rel": "self" }, { "href": "/475312c52eb941d3ab072fba9271d9c1/templates/....", "rel": "bookmark" } ], "master_nodes": 1, "name": "example-template", "spark_version": "1.6", "status": "available", "worker_nodes": 5 }, { "description": "This is a sample template of experiment", "id": "aea85a97-ea67-4717-93ae-54b7c5cd6492", "links": [ { "href": "/v1/475312c52eb941d3ab072fba9271d9c1/templates/....", "rel": "self" }, { "href": "475312c52eb941d3ab072fba9271d9c1/templates/....", "rel": "bookmark" } ], "master_nodes": 1, "name": "example-template", "spark_version": "1.6", "status": "available", "worker_nodes": 2 } ] }
Show Experiment Template
- GET /v1/<tenant_id>/templates/<template_id>
Response
{ "template": { "cluster_id": null, "created_at": "2016-11-30T06:23:29.000000", "description": "This is a sample template of experiment", "id": "8e6f12ac-a08c-4ec5-996f-9be06c357cfb", "master_flavor": "5", "master_nodes": 1, "name": "example-template", "project_id": "475312c52eb941d3ab072fba9271d9c1", "spark_version": "1.6", "status": "available", "user_id": "511c049d52524ba9b14b0ff33867d3b8", "worker_flavor": "4", "worker_nodes": 5 } }
Delete Experiment Template
- DELETE /v1/<tenant_id>/templates/<template_id>
Experiment
Create Experiment
- POST /v1/<tenant_id>/experiments
Request
{ "experiment": { "display_description": "This is a sample experiment", "display_name": "example-experiment", "key_name": "key1", "neutron_management_network": "fada8863-56b7-461b-b647-9334500c25df", "template_id": "aea85a97-ea67-4717-93ae-54b7c5cd6492" } }
Response
{ "experiment": { "created_at": "2016-11-30T06:38:12.000000", "description": "This is a sample experiment", "id": "b45fb6a9-6f93-4e4b-93ec-0b128927b62d", "key_name": "key1", "management_network": "fada8863-56b7-461b-b647-9334500c25df", "name": "example-experiment", "project_id": "475312c52eb941d3ab072fba9271d9c1", "status": "creating", "user_id": "511c049d52524ba9b14b0ff33867d3b8" } }
List Experiments
- GET /v1/<tenant_id>/experiments
Response
{ "experiments": [ { "created_at": "2016-11-30T06:38:12.000000", "description": "This is a sample experiment", "id": "b45fb6a9-6f93-4e4b-93ec-0b128927b62d", "links": [ { "href": "/v1/475312c52eb941d3ab072fba9271d9c1/experiments/....", "rel": "self" }, { "href": "/475312c52eb941d3ab072fba9271d9c1/experiments/....", "rel": "bookmark" } ], "name": "example-experiment", "status": "creating" } ] }
Show Experiment
- GET /v1/<tenant_id>/experiments/<experiment_id>
Response
{ "experiment": { "created_at": "2016-11-30T06:38:12.000000", "description": "This is a sample experiment", "id": "b45fb6a9-6f93-4e4b-93ec-0b128927b62d", "key_name": "key1", "management_network": "fada8863-56b7-461b-b647-9334500c25df", "name": "example-experiment", "project_id": "475312c52eb941d3ab072fba9271d9c1", "status": "creating", "user_id": "511c049d52524ba9b14b0ff33867d3b8" } }
Delete Experiment
- DELETE /v1/<tenant_id>/experiments/<experiment_id>
Data Set
Create Data Set (Download)
- POST /v1/<tenant_id>/datasets
Request
{ "dataset": { "created_at": "2016-11-30T06:54:08.000000", "description": "This is a sample dataset", "head": null, "id": "da6131ae-783f-45b5-a3eb-56050f0eed46", "name": "sample-data", "project_id": "475312c52eb941d3ab072fba9271d9c1", "status": "creating", "stderr": null, "user_id": "511c049d52524ba9b14b0ff33867d3b8" } }
Response
{ "dataset": { "created_at": "2016-11-30T06:57:28.000000", "description": "This is a sample dataset", "head": null, "id": "9fd54ac9-2da4-4c56-b8f1-fc05fda635b2", "name": "sample-data", "project_id": "475312c52eb941d3ab072fba9271d9c1", "status": "creating", "stderr": null, "user_id": "511c049d52524ba9b14b0ff33867d3b8" } }
Create Data Set (Parse)
- POST /v1/<tenant_id>/datasets
Request
{ "dataset": { "display_description": "This is a sample dataset", "display_name": "sample-data", "experiment_id": "b45fb6a9-6f93-4e4b-93ec-0b128927b62d", "method": "parse", "params": "W3t1J2FyZ3MnOiB1ImxhbWJkYSBsOiBsLnNwbGl0KCcsJylbMF0gIT0gJzAnIiwgdSdtZXRob2QnOiB1J2ZpbHRlcid9XQ==", "source_dataset_url": "swift://meteos/linear_data.txt", "swift_password": "nova", "swift_tenant": "demo", "swift_username": "demo" } }
Response
{ "dataset": { "created_at": "2016-11-30T06:59:29.000000", "description": "This is a sample dataset", "head": null, "id": "2e0f4d7a-8cbc-4bb7-aeb6-6c4adbbd36d9", "name": "sample-data", "project_id": "475312c52eb941d3ab072fba9271d9c1", "status": "creating", "stderr": null, "user_id": "511c049d52524ba9b14b0ff33867d3b8" } }
List Data Sets
- GET /v1/<tenant_id>/datasets
Response
{ "datasets": [ { "created_at": "2016-11-30T06:54:08.000000", "description": "This is a sample dataset", "id": "da6131ae-783f-45b5-a3eb-56050f0eed46", "links": [ { "href": "/v1/475312c52eb941d3ab072fba9271d9c1/datasets/....", "rel": "self" }, { "href": "/475312c52eb941d3ab072fba9271d9c1/datasets/....", "rel": "bookmark" } ], "name": "sample-data", "source_dataset_url": "swift://meteos/linear_data.txt", "status": "creating" } ] }
Show Data Sets
- GET /v1/<tenant_id>/datasets/<dataset_id>
Response
{ "dataset": { "created_at": "2016-11-30T06:57:28.000000", "description": "This is a sample dataset", "head": "[u'500000,1,10,2016,6,0,68,50', u'500000,1,10,2016,6,0,68,50', u'550000,2,10,2016,0,1,68,90', u'550000,2,10,2016,0,1,68,90', u'300000,3,10,2016,1,0,60,55', u'300000,3,10,2016,1,0,60,55', u'350000,4,10,2016,2,2,58,87', u'0,5,10,2016,3,3,58,60', u'400000,6,10,2016,4,3,60,60', u'330000,7,10,2016,5,2,62,87'] ", "id": "9fd54ac9-2da4-4c56-b8f1-fc05fda635b2", "name": "sample-data", "project_id": "475312c52eb941d3ab072fba9271d9c1", "status": "available", "stderr": "", "user_id": "511c049d52524ba9b14b0ff33867d3b8" } }
Delete Data Set
- DELETE /v1/<tenant_id>/datasets/<dataset_id>
Prediction Model
Create Prediction Model
- POST /v1/<tenant_id>/models
Request
{ "model": { "experiment_id": "b45fb6a9-6f93-4e4b-93ec-0b128927b62d", "model_params": "eydudW1JdGVyYXRpb25zJzogMSwgJ2Rlc2lyZWRfb3V0cHV0JzowfQ==", "model_type": "LinearRegression", "source_dataset_url": "swift://meteos/linear_data.txt", "swift_password": "nova", "swift_tenant": "demo", "swift_username": "demo" } }
Response
{ "model": { "created_at": "2016-11-30T07:03:33.000000", "description": null, "id": "c8707239-ae83-40c8-9d1b-273981ba209d", "name": null, "params": "eydudW1JdGVyYXRpb25zJzogMSwgJ2Rlc2lyZWRfb3V0cHV0JzowfQ==", "project_id": "475312c52eb941d3ab072fba9271d9c1", "status": "creating", "stderr": null, "stdout": null, "type": "LinearRegression", "user_id": "511c049d52524ba9b14b0ff33867d3b8" } }
List Prediction Models
- GET /v1/<tenant_id>/models
Response
{ "models": [ { "created_at": "2016-11-30T07:03:33.000000", "description": null, "id": "c8707239-ae83-40c8-9d1b-273981ba209d", "links": [ { "href": "/v1/475312c52eb941d3ab072fba9271d9c1/models/....", "rel": "self" }, { "href": "/475312c52eb941d3ab072fba9271d9c1/models/....", "rel": "bookmark" } ], "name": null, "source_dataset_url": "swift://meteos/linear_data.txt", "status": "available", "type": "LinearRegression" } ] }
Show Model
- GET /v1/<tenant_id>/models/<moded_id>
Response
{ "model": { "created_at": "2016-11-30T07:03:33.000000", "description": null, "id": "c8707239-ae83-40c8-9d1b-273981ba209d", "name": null, "params": "eydudW1JdGVyYXRpb25zJzogMSwgJ2Rlc2lyZWRfb3V0cHV0JzowfQ==", "project_id": "475312c52eb941d3ab072fba9271d9c1", "status": "available", "stderr": "", "stdout": "", "type": "LinearRegression", "user_id": "511c049d52524ba9b14b0ff33867d3b8" } }
Delete Model
- DELETE /v1/<tenant_id>/models/<model_id>
Learning Job
Create Learning Job
- POST /v1/<tenant_id>/jobs
Request
{ "learning": { "args": "MTEsMTAsMjAxNiwyLDAsNjcsODA=", "display_description": "This is a sample job", "display_name": "example-learning-job", "experiment_id": "b45fb6a9-6f93-4e4b-93ec-0b128927b62d", "method": "predict", "model_id": "27032fe5-cb88-42bc-a753-f6a1359d629e" } }
Response
{ "learning": { "args": "MTEsMTAsMjAxNiwyLDAsNjcsODA=", "created_at": "2016-11-30T07:16:17.000000", "description": "This is a sample job", "id": "e3b205bc-0292-48a9-a7f9-76c77bbf02a4", "method": "predict", "name": "example-learning-job", "project_id": "475312c52eb941d3ab072fba9271d9c1", "status": "creating", "stderr": null, "stdout": null, "user_id": "511c049d52524ba9b14b0ff33867d3b8" } }
List Learning Jobs
- GET /v1/<tenant_id>/jobs
Response
{ "learnings": [ { "args": "MTEsMTAsMjAxNiwyLDAsNjcsODA=", "description": "This is a sample job", "id": "e3b205bc-0292-48a9-a7f9-76c77bbf02a4", "links": [ { "href": "/v1/475312c52eb941d3ab072fba9271d9c1/learnings/....", "rel": "self" }, { "href": "/475312c52eb941d3ab072fba9271d9c1/learnings/....", "rel": "bookmark" } ], "name": "example-learning-job", "status": "available", "stdout": "233730.600776", "type": "LinearRegression" } ] }
Show Learning Job
- GET /v1/<tenant_id>/jobs/<job_id>
Response
{ "learning": { "args": "MTEsMTAsMjAxNiwyLDAsNjcsODA=", "created_at": "2016-11-30T07:16:17.000000", "description": "This is a sample job", "id": "e3b205bc-0292-48a9-a7f9-76c77bbf02a4", "method": "predict", "name": "example-learning-job", "project_id": "475312c52eb941d3ab072fba9271d9c1", "status": "available", "stderr": "", "stdout": "233730.600776", "user_id": "511c049d52524ba9b14b0ff33867d3b8" } }
Delete Learning Job
- DELETE/v1/<tenant_id>/jobs/<job_id>