substra-chaincode

Chaincode for the Substra platform

⚠️ This project is under active development. Please, wait some times before using it...

License

This project is developed under the Apache License, Version 2.0 (Apache-2.0), located in the LICENSE file.

Devmode

See chaincode-docker-devmode

Documentation

Note for internal use only: See the technical specifications.

Implemented smart contracts

createComputePlan
createTesttuple
createTraintuple
logFailTest
logFailTrain
logStartTest
logStartTrain
logSuccessTest
logSuccessTrain
queryAlgo
queryAlgos
queryDataManager
queryDataManagers
queryDataset
queryFilter
queryModelDetails
queryModels
queryObjective
queryObjectives
queryTesttuple
queryTesttuples
queryTraintuple
queryTraintuples
registerAlgo
registerDataManager
registerDataSample
registerObjective
updateDataManager
updateDataSample
registerNode
queryNodes

Examples

------------ Add Node ------------

Command peer example:

peer chaincode invoke -n mycc -c '{"Args":["registerNode"]}' -C myc

Command output:

{
 "id": "SampleOrg"
}

------------ Add DataManager ------------

Smart contract: registerDataManager

JSON Inputs:

{
 "name": string (required,gte=1,lte=100),
 "openerHash": string (required,len=64,hexadecimal),
 "openerStorageAddress": string (required,url),
 "type": string (required,gte=1,lte=30),
 "descriptionHash": string (required,len=64,hexadecimal),
 "descriptionStorageAddress": string (required,url),
 "objectiveKey": string (omitempty),
 "permissions": (required){
   "process": (required){
     "public": bool (required),
     "authorizedIDs": [string] (required),
   },
 },
}

Command peer example:

peer chaincode invoke -n mycc -c '{"Args":["registerDataManager","{\"name\":\"liver slide\",\"openerHash\":\"da1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc\",\"openerStorageAddress\":\"https://toto/dataManager/42234/opener\",\"type\":\"images\",\"descriptionHash\":\"8d4bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482eee\",\"descriptionStorageAddress\":\"https://toto/dataManager/42234/description\",\"objectiveKey\":\"\",\"permissions\":{\"process\":{\"public\":true,\"authorizedIDs\":[]}}}"]}' -C myc

Command output:

{
 "key": "da1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc"
}

------------ Query DataManager From key ------------

Smart contract: queryDataManager

JSON Inputs:

{
 "key": string (required,len=64,hexadecimal),
}

Command peer example:

peer chaincode invoke -n mycc -c '{"Args":["queryDataManager","{\"key\":\"da1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc\"}"]}' -C myc

Command output:

{
 "description": {
  "hash": "8d4bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482eee",
  "storageAddress": "https://toto/dataManager/42234/description"
 },
 "key": "da1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc",
 "name": "liver slide",
 "objectiveKey": "",
 "opener": {
  "hash": "da1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc",
  "storageAddress": "https://toto/dataManager/42234/opener"
 },
 "owner": "SampleOrg",
 "permissions": {
  "process": {
   "authorizedIDs": [],
   "public": true
  }
 },
 "type": "images"
}

------------ Add test DataSample ------------

Smart contract: registerDataSample

JSON Inputs:

{
 "hashes": [string] (required,dive,len=64,hexadecimal),
 "dataManagerKeys": [string] (omitempty,dive,len=64,hexadecimal),
 "testOnly": string (required,oneof=true false),
}

Command peer example:

peer chaincode invoke -n mycc -c '{"Args":["registerDataSample","{\"hashes\":[\"bb1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc\",\"bb2bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc\"],\"dataManagerKeys\":[\"da1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc\"],\"testOnly\":\"true\"}"]}' -C myc

Command output:

{
 "keys": [
  "bb1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc",
  "bb2bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc"
 ]
}

------------ Add Objective ------------

Smart contract: registerObjective

JSON Inputs:

{
 "name": string (required,gte=1,lte=100),
 "descriptionHash": string (required,len=64,hexadecimal),
 "descriptionStorageAddress": string (required,url),
 "metricsName": string (required,gte=1,lte=100),
 "metricsHash": string (required,len=64,hexadecimal),
 "metricsStorageAddress": string (required,url),
 "testDataset": (omitempty){
   "dataManagerKey": string (omitempty,len=64,hexadecimal),
   "dataSampleKeys": [string] (omitempty,dive,len=64,hexadecimal),
 },
 "permissions": (required){
   "process": (required){
     "public": bool (required),
     "authorizedIDs": [string] (required),
   },
 },
}

Command peer example:

peer chaincode invoke -n mycc -c '{"Args":["registerObjective","{\"name\":\"MSI classification\",\"descriptionHash\":\"5c1d9cd1c2c1082dde0921b56d11030c81f62fbb51932758b58ac2569dd0b379\",\"descriptionStorageAddress\":\"https://toto/objective/222/description\",\"metricsName\":\"accuracy\",\"metricsHash\":\"4a1d9cd1c2c1082dde0921b56d11030c81f62fbb51932758b58ac2569dd0b379\",\"metricsStorageAddress\":\"https://toto/objective/222/metrics\",\"testDataset\":{\"dataManagerKey\":\"da1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc\",\"dataSampleKeys\":[\"bb1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc\",\"bb2bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc\"]},\"permissions\":{\"process\":{\"public\":true,\"authorizedIDs\":[]}}}"]}' -C myc

Command output:

{
 "key": "5c1d9cd1c2c1082dde0921b56d11030c81f62fbb51932758b58ac2569dd0b379"
}

------------ Add Algo ------------

Smart contract: registerAlgo

JSON Inputs:

{
 "name": string (required,gte=1,lte=100),
 "hash": string (required,len=64,hexadecimal),
 "storageAddress": string (required,url),
 "descriptionHash": string (required,len=64,hexadecimal),
 "descriptionStorageAddress": string (required,url),
 "permissions": (required){
   "process": (required){
     "public": bool (required),
     "authorizedIDs": [string] (required),
   },
 },
}

Command peer example:

peer chaincode invoke -n mycc -c '{"Args":["registerAlgo","{\"name\":\"hog + svm\",\"hash\":\"fd1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc\",\"storageAddress\":\"https://toto/algo/222/algo\",\"descriptionHash\":\"e2dbb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dca\",\"descriptionStorageAddress\":\"https://toto/algo/222/description\",\"permissions\":{\"process\":{\"public\":true,\"authorizedIDs\":[]}}}"]}' -C myc

Command output:

{
 "key": "fd1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc"
}

------------ Add Train DataSample ------------

Smart contract: registerDataSample

JSON Inputs:

{
 "hashes": [string] (required,dive,len=64,hexadecimal),
 "dataManagerKeys": [string] (omitempty,dive,len=64,hexadecimal),
 "testOnly": string (required,oneof=true false),
}

Command peer example:

peer chaincode invoke -n mycc -c '{"Args":["registerDataSample","{\"hashes\":[\"aa1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc\",\"aa2bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc\"],\"dataManagerKeys\":[\"da1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc\"],\"testOnly\":\"false\"}"]}' -C myc

Command output:

{
 "keys": [
  "aa1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc",
  "aa2bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc"
 ]
}

------------ Query DataManagers ------------

Command peer example:

peer chaincode query -n mycc -c '{"Args":["queryDataManagers"]}' -C myc

Command output:

[
 {
  "description": {
   "hash": "8d4bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482eee",
   "storageAddress": "https://toto/dataManager/42234/description"
  },
  "key": "da1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc",
  "name": "liver slide",
  "objectiveKey": "5c1d9cd1c2c1082dde0921b56d11030c81f62fbb51932758b58ac2569dd0b379",
  "opener": {
   "hash": "da1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc",
   "storageAddress": "https://toto/dataManager/42234/opener"
  },
  "owner": "SampleOrg",
  "permissions": {
   "process": {
    "authorizedIDs": [],
    "public": true
   }
  },
  "type": "images"
 }
]

------------ Query DataSamples ------------

Command peer example:

peer chaincode query -n mycc -c '{"Args":["queryDataSamples"]}' -C myc

Command output:

[
 {
  "dataManagerKeys": [
   "da1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc"
  ],
  "key": "aa1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc",
  "owner": "SampleOrg"
 },
 {
  "dataManagerKeys": [
   "da1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc"
  ],
  "key": "aa2bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc",
  "owner": "SampleOrg"
 },
 {
  "dataManagerKeys": [
   "da1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc"
  ],
  "key": "bb1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc",
  "owner": "SampleOrg"
 },
 {
  "dataManagerKeys": [
   "da1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc"
  ],
  "key": "bb2bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc",
  "owner": "SampleOrg"
 }
]

------------ Query Objectives ------------

Command peer example:

peer chaincode query -n mycc -c '{"Args":["queryObjectives"]}' -C myc

Command output:

[
 {
  "description": {
   "hash": "5c1d9cd1c2c1082dde0921b56d11030c81f62fbb51932758b58ac2569dd0b379",
   "storageAddress": "https://toto/objective/222/description"
  },
  "key": "5c1d9cd1c2c1082dde0921b56d11030c81f62fbb51932758b58ac2569dd0b379",
  "metrics": {
   "hash": "4a1d9cd1c2c1082dde0921b56d11030c81f62fbb51932758b58ac2569dd0b379",
   "name": "accuracy",
   "storageAddress": "https://toto/objective/222/metrics"
  },
  "name": "MSI classification",
  "owner": "SampleOrg",
  "permissions": {
   "process": {
    "authorizedIDs": [],
    "public": true
   }
  },
  "testDataset": {
   "dataManagerKey": "da1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc",
   "dataSampleKeys": [
    "bb1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc",
    "bb2bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc"
   ],
   "worker": ""
  }
 }
]

------------ Add Traintuple ------------

Smart contract: createTraintuple

JSON Inputs:

{
 "algoKey": string (required,len=64,hexadecimal),
 "objectiveKey": string (required,len=64,hexadecimal),
 "inModels": [string] (omitempty,dive,len=64,hexadecimal),
 "dataManagerKey": string (required,len=64,hexadecimal),
 "dataSampleKeys": [string] (required,unique,gt=0,dive,len=64,hexadecimal),
 "computePlanID": string (omitempty),
 "rank": string (omitempty),
 "tag": string (omitempty,lte=64),
}

Command peer example:

peer chaincode invoke -n mycc -c '{"Args":["createTraintuple","{\"algoKey\":\"fd1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc\",\"objectiveKey\":\"5c1d9cd1c2c1082dde0921b56d11030c81f62fbb51932758b58ac2569dd0b379\",\"inModels\":[],\"dataManagerKey\":\"da1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc\",\"dataSampleKeys\":[\"aa1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc\",\"aa2bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc\"],\"computePlanID\":\"\",\"rank\":\"\",\"tag\":\"\"}"]}' -C myc

Command output:

{
 "key": "9da043ddc233996d2e62c196471290de4726fc59d65dbbd2b32a920326e8adf3"
}

------------ Add Traintuple with inModel from previous traintuple ------------

Smart contract: createTraintuple

JSON Inputs:

{
 "algoKey": string (required,len=64,hexadecimal),
 "objectiveKey": string (required,len=64,hexadecimal),
 "inModels": [string] (omitempty,dive,len=64,hexadecimal),
 "dataManagerKey": string (required,len=64,hexadecimal),
 "dataSampleKeys": [string] (required,unique,gt=0,dive,len=64,hexadecimal),
 "computePlanID": string (omitempty),
 "rank": string (omitempty),
 "tag": string (omitempty,lte=64),
}

Command peer example:

peer chaincode invoke -n mycc -c '{"Args":["createTraintuple","{\"algoKey\":\"fd1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc\",\"objectiveKey\":\"5c1d9cd1c2c1082dde0921b56d11030c81f62fbb51932758b58ac2569dd0b379\",\"inModels\":[\"9da043ddc233996d2e62c196471290de4726fc59d65dbbd2b32a920326e8adf3\"],\"dataManagerKey\":\"da1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc\",\"dataSampleKeys\":[\"aa1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc\",\"aa2bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc\"],\"computePlanID\":\"\",\"rank\":\"\",\"tag\":\"\"}"]}' -C myc

Command output:

{
 "key": "720f778397fa07e24c2f314599725bf97727ded07ff65a51fa1a97b24d11ecab"
}

Command output:

{
 "key": "720f778397fa07e24c2f314599725bf97727ded07ff65a51fa1a97b24d11ecab"
}

------------ Query Traintuples of worker with todo status ------------

Smart contract: queryFilter

JSON Inputs:

{
 "indexName": string (required),
 "attributes": string (required),
}

Command peer example:

peer chaincode invoke -n mycc -c '{"Args":["queryFilter","{\"indexName\":\"traintuple~worker~status\",\"attributes\":\"SampleOrg, todo\"}"]}' -C myc

Command output:

[
 {
  "algo": {
   "hash": "fd1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc",
   "name": "hog + svm",
   "storageAddress": "https://toto/algo/222/algo"
  },
  "computePlanID": "",
  "creator": "SampleOrg",
  "dataset": {
   "keys": [
    "aa1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc",
    "aa2bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc"
   ],
   "openerHash": "da1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc",
   "perf": 0,
   "worker": "SampleOrg"
  },
  "inModels": null,
  "key": "9da043ddc233996d2e62c196471290de4726fc59d65dbbd2b32a920326e8adf3",
  "log": "",
  "objective": {
   "hash": "5c1d9cd1c2c1082dde0921b56d11030c81f62fbb51932758b58ac2569dd0b379",
   "metrics": {
    "hash": "4a1d9cd1c2c1082dde0921b56d11030c81f62fbb51932758b58ac2569dd0b379",
    "storageAddress": "https://toto/objective/222/metrics"
   }
  },
  "outModel": null,
  "permissions": {
   "process": {
    "authorizedIDs": [],
    "public": true
   }
  },
  "rank": 0,
  "status": "todo",
  "tag": ""
 }
]

------------ Log Start Training ------------

Smart contract: logStartTrain

JSON Inputs:

{
 "key": string (required,len=64,hexadecimal),
}

Command peer example:

peer chaincode invoke -n mycc -c '{"Args":["logStartTrain","{\"key\":\"9da043ddc233996d2e62c196471290de4726fc59d65dbbd2b32a920326e8adf3\"}"]}' -C myc

Command output:

{
 "algo": {
  "hash": "fd1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc",
  "name": "hog + svm",
  "storageAddress": "https://toto/algo/222/algo"
 },
 "computePlanID": "",
 "creator": "SampleOrg",
 "dataset": {
  "keys": [
   "aa1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc",
   "aa2bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc"
  ],
  "openerHash": "da1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc",
  "perf": 0,
  "worker": "SampleOrg"
 },
 "inModels": null,
 "key": "9da043ddc233996d2e62c196471290de4726fc59d65dbbd2b32a920326e8adf3",
 "log": "",
 "objective": {
  "hash": "5c1d9cd1c2c1082dde0921b56d11030c81f62fbb51932758b58ac2569dd0b379",
  "metrics": {
   "hash": "4a1d9cd1c2c1082dde0921b56d11030c81f62fbb51932758b58ac2569dd0b379",
   "storageAddress": "https://toto/objective/222/metrics"
  }
 },
 "outModel": null,
 "permissions": {
  "process": {
   "authorizedIDs": [],
   "public": true
  }
 },
 "rank": 0,
 "status": "doing",
 "tag": ""
}

------------ Log Success Training ------------

Smart contract: logSuccessTrain

JSON Inputs:

{
 "key": string (required,len=64,hexadecimal),
 "log": string (lte=200),
 "outModel": (required){
   "hash": string (required,len=64,hexadecimal),
   "storageAddress": string (required),
 },
 "perf": float32 (omitempty),
}

Command peer example:

peer chaincode invoke -n mycc -c '{"Args":["logSuccessTrain","{\"key\":\"9da043ddc233996d2e62c196471290de4726fc59d65dbbd2b32a920326e8adf3\",\"log\":\"no error, ah ah ah\",\"outModel\":{\"hash\":\"eedbb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482eed\",\"storageAddress\":\"https://substrabac/model/toto\"},\"perf\":0.9}"]}' -C myc

Command output:

{
 "algo": {
  "hash": "fd1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc",
  "name": "hog + svm",
  "storageAddress": "https://toto/algo/222/algo"
 },
 "computePlanID": "",
 "creator": "SampleOrg",
 "dataset": {
  "keys": [
   "aa1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc",
   "aa2bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc"
  ],
  "openerHash": "da1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc",
  "perf": 0.9,
  "worker": "SampleOrg"
 },
 "inModels": null,
 "key": "9da043ddc233996d2e62c196471290de4726fc59d65dbbd2b32a920326e8adf3",
 "log": "no error, ah ah ah",
 "objective": {
  "hash": "5c1d9cd1c2c1082dde0921b56d11030c81f62fbb51932758b58ac2569dd0b379",
  "metrics": {
   "hash": "4a1d9cd1c2c1082dde0921b56d11030c81f62fbb51932758b58ac2569dd0b379",
   "storageAddress": "https://toto/objective/222/metrics"
  }
 },
 "outModel": {
  "hash": "eedbb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482eed",
  "storageAddress": "https://substrabac/model/toto"
 },
 "permissions": {
  "process": {
   "authorizedIDs": [],
   "public": true
  }
 },
 "rank": 0,
 "status": "done",
 "tag": ""
}

------------ Query Traintuple From key ------------

Smart contract: queryTraintuple

JSON Inputs:

{
 "key": string (required,len=64,hexadecimal),
}

Command peer example:

peer chaincode invoke -n mycc -c '{"Args":["queryTraintuple","{\"key\":\"9da043ddc233996d2e62c196471290de4726fc59d65dbbd2b32a920326e8adf3\"}"]}' -C myc

Command output:

{
 "algo": {
  "hash": "fd1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc",
  "name": "hog + svm",
  "storageAddress": "https://toto/algo/222/algo"
 },
 "computePlanID": "",
 "creator": "SampleOrg",
 "dataset": {
  "keys": [
   "aa1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc",
   "aa2bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc"
  ],
  "openerHash": "da1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc",
  "perf": 0.9,
  "worker": "SampleOrg"
 },
 "inModels": null,
 "key": "9da043ddc233996d2e62c196471290de4726fc59d65dbbd2b32a920326e8adf3",
 "log": "no error, ah ah ah",
 "objective": {
  "hash": "5c1d9cd1c2c1082dde0921b56d11030c81f62fbb51932758b58ac2569dd0b379",
  "metrics": {
   "hash": "4a1d9cd1c2c1082dde0921b56d11030c81f62fbb51932758b58ac2569dd0b379",
   "storageAddress": "https://toto/objective/222/metrics"
  }
 },
 "outModel": {
  "hash": "eedbb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482eed",
  "storageAddress": "https://substrabac/model/toto"
 },
 "permissions": {
  "process": {
   "authorizedIDs": [],
   "public": true
  }
 },
 "rank": 0,
 "status": "done",
 "tag": ""
}

------------ Add Non-Certified Testtuple ------------

Smart contract: createTesttuple

JSON Inputs:

{
 "traintupleKey": string (required,len=64,hexadecimal),
 "dataManagerKey": string (omitempty,len=64,hexadecimal),
 "dataSampleKeys": [string] (omitempty,dive,len=64,hexadecimal),
 "tag": string (omitempty,lte=64),
}

Command peer example:

peer chaincode invoke -n mycc -c '{"Args":["createTesttuple","{\"traintupleKey\":\"9da043ddc233996d2e62c196471290de4726fc59d65dbbd2b32a920326e8adf3\",\"dataManagerKey\":\"da1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc\",\"dataSampleKeys\":[\"aa1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc\",\"aa2bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc\"],\"tag\":\"\"}"]}' -C myc

Command output:

{
 "key": "c5f71e7a53c8a88af3e9b0311eaec68abd30718a388e8f8b45b0547ef2289dcd"
}

------------ Add Certified Testtuple ------------

Smart contract: createTesttuple

JSON Inputs:

{
 "traintupleKey": string (required,len=64,hexadecimal),
 "dataManagerKey": string (omitempty,len=64,hexadecimal),
 "dataSampleKeys": [string] (omitempty,dive,len=64,hexadecimal),
 "tag": string (omitempty,lte=64),
}

Command peer example:

peer chaincode invoke -n mycc -c '{"Args":["createTesttuple","{\"traintupleKey\":\"9da043ddc233996d2e62c196471290de4726fc59d65dbbd2b32a920326e8adf3\",\"dataManagerKey\":\"\",\"dataSampleKeys\":null,\"tag\":\"\"}"]}' -C myc

Command output:

{
 "key": "5ae68332a1e7182d9286692a892c7bf6f339d71d393ec6308e598c159d369aba"
}

------------ Add Testtuple with not done traintuple ------------

Smart contract: createTesttuple

JSON Inputs:

{
 "traintupleKey": string (required,len=64,hexadecimal),
 "dataManagerKey": string (omitempty,len=64,hexadecimal),
 "dataSampleKeys": [string] (omitempty,dive,len=64,hexadecimal),
 "tag": string (omitempty,lte=64),
}

Command peer example:

peer chaincode invoke -n mycc -c '{"Args":["createTesttuple","{\"traintupleKey\":\"720f778397fa07e24c2f314599725bf97727ded07ff65a51fa1a97b24d11ecab\",\"dataManagerKey\":\"\",\"dataSampleKeys\":null,\"tag\":\"\"}"]}' -C myc

Command output:

{
 "key": "d009acea2d213bc7149ee15b0eb23217e7f06154b79c7046a73eb13a50c3f9dc"
}

------------ Query Testtuples of worker with todo status ------------

Smart contract: queryFilter

JSON Inputs:

{
 "indexName": string (required),
 "attributes": string (required),
}

Command peer example:

peer chaincode invoke -n mycc -c '{"Args":["queryFilter","{\"indexName\":\"testtuple~worker~status\",\"attributes\":\"SampleOrg, todo\"}"]}' -C myc

Command output:

[
 {
  "algo": {
   "hash": "fd1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc",
   "name": "hog + svm",
   "storageAddress": "https://toto/algo/222/algo"
  },
  "certified": true,
  "creator": "SampleOrg",
  "dataset": {
   "keys": [
    "bb1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc",
    "bb2bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc"
   ],
   "openerHash": "da1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc",
   "perf": 0,
   "worker": "SampleOrg"
  },
  "key": "5ae68332a1e7182d9286692a892c7bf6f339d71d393ec6308e598c159d369aba",
  "log": "",
  "model": {
   "hash": "eedbb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482eed",
   "storageAddress": "https://substrabac/model/toto",
   "traintupleKey": "9da043ddc233996d2e62c196471290de4726fc59d65dbbd2b32a920326e8adf3"
  },
  "objective": {
   "hash": "5c1d9cd1c2c1082dde0921b56d11030c81f62fbb51932758b58ac2569dd0b379",
   "metrics": {
    "hash": "4a1d9cd1c2c1082dde0921b56d11030c81f62fbb51932758b58ac2569dd0b379",
    "storageAddress": "https://toto/objective/222/metrics"
   }
  },
  "status": "todo",
  "tag": ""
 },
 {
  "algo": {
   "hash": "fd1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc",
   "name": "hog + svm",
   "storageAddress": "https://toto/algo/222/algo"
  },
  "certified": false,
  "creator": "SampleOrg",
  "dataset": {
   "keys": [
    "aa1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc",
    "aa2bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc"
   ],
   "openerHash": "da1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc",
   "perf": 0,
   "worker": "SampleOrg"
  },
  "key": "c5f71e7a53c8a88af3e9b0311eaec68abd30718a388e8f8b45b0547ef2289dcd",
  "log": "",
  "model": {
   "hash": "eedbb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482eed",
   "storageAddress": "https://substrabac/model/toto",
   "traintupleKey": "9da043ddc233996d2e62c196471290de4726fc59d65dbbd2b32a920326e8adf3"
  },
  "objective": {
   "hash": "5c1d9cd1c2c1082dde0921b56d11030c81f62fbb51932758b58ac2569dd0b379",
   "metrics": {
    "hash": "4a1d9cd1c2c1082dde0921b56d11030c81f62fbb51932758b58ac2569dd0b379",
    "storageAddress": "https://toto/objective/222/metrics"
   }
  },
  "status": "todo",
  "tag": ""
 }
]

------------ Log Start Testing ------------

Smart contract: logStartTest

JSON Inputs:

{
 "key": string (required,len=64,hexadecimal),
}

Command peer example:

peer chaincode invoke -n mycc -c '{"Args":["logStartTest","{\"key\":\"5ae68332a1e7182d9286692a892c7bf6f339d71d393ec6308e598c159d369aba\"}"]}' -C myc

Command output:

{
 "algo": {
  "hash": "fd1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc",
  "name": "hog + svm",
  "storageAddress": "https://toto/algo/222/algo"
 },
 "certified": true,
 "creator": "SampleOrg",
 "dataset": {
  "keys": [
   "bb1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc",
   "bb2bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc"
  ],
  "openerHash": "da1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc",
  "perf": 0,
  "worker": "SampleOrg"
 },
 "key": "5ae68332a1e7182d9286692a892c7bf6f339d71d393ec6308e598c159d369aba",
 "log": "",
 "model": {
  "hash": "eedbb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482eed",
  "storageAddress": "https://substrabac/model/toto",
  "traintupleKey": "9da043ddc233996d2e62c196471290de4726fc59d65dbbd2b32a920326e8adf3"
 },
 "objective": {
  "hash": "5c1d9cd1c2c1082dde0921b56d11030c81f62fbb51932758b58ac2569dd0b379",
  "metrics": {
   "hash": "4a1d9cd1c2c1082dde0921b56d11030c81f62fbb51932758b58ac2569dd0b379",
   "storageAddress": "https://toto/objective/222/metrics"
  }
 },
 "status": "doing",
 "tag": ""
}

------------ Log Success Testing ------------

Smart contract: logSuccessTest

JSON Inputs:

{
 "key": string (required,len=64,hexadecimal),
 "log": string (lte=200),
 "perf": float32 (omitempty),
}

Command peer example:

peer chaincode invoke -n mycc -c '{"Args":["logSuccessTest","{\"key\":\"5ae68332a1e7182d9286692a892c7bf6f339d71d393ec6308e598c159d369aba\",\"log\":\"no error, ah ah ah\",\"perf\":0.9}"]}' -C myc

Command output:

{
 "algo": {
  "hash": "fd1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc",
  "name": "hog + svm",
  "storageAddress": "https://toto/algo/222/algo"
 },
 "certified": true,
 "creator": "SampleOrg",
 "dataset": {
  "keys": [
   "bb1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc",
   "bb2bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc"
  ],
  "openerHash": "da1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc",
  "perf": 0.9,
  "worker": "SampleOrg"
 },
 "key": "5ae68332a1e7182d9286692a892c7bf6f339d71d393ec6308e598c159d369aba",
 "log": "no error, ah ah ah",
 "model": {
  "hash": "eedbb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482eed",
  "storageAddress": "https://substrabac/model/toto",
  "traintupleKey": "9da043ddc233996d2e62c196471290de4726fc59d65dbbd2b32a920326e8adf3"
 },
 "objective": {
  "hash": "5c1d9cd1c2c1082dde0921b56d11030c81f62fbb51932758b58ac2569dd0b379",
  "metrics": {
   "hash": "4a1d9cd1c2c1082dde0921b56d11030c81f62fbb51932758b58ac2569dd0b379",
   "storageAddress": "https://toto/objective/222/metrics"
  }
 },
 "status": "done",
 "tag": ""
}

------------ Query Testtuple from its key ------------

Smart contract: queryTesttuple

JSON Inputs:

{
 "key": string (required,len=64,hexadecimal),
}

Command peer example:

peer chaincode query -n mycc -c '{"Args":["queryTesttuple","{\"key\":\"5ae68332a1e7182d9286692a892c7bf6f339d71d393ec6308e598c159d369aba\"}"]}' -C myc

Command output:

{
 "algo": {
  "hash": "fd1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc",
  "name": "hog + svm",
  "storageAddress": "https://toto/algo/222/algo"
 },
 "certified": true,
 "creator": "SampleOrg",
 "dataset": {
  "keys": [
   "bb1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc",
   "bb2bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc"
  ],
  "openerHash": "da1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc",
  "perf": 0.9,
  "worker": "SampleOrg"
 },
 "key": "5ae68332a1e7182d9286692a892c7bf6f339d71d393ec6308e598c159d369aba",
 "log": "no error, ah ah ah",
 "model": {
  "hash": "eedbb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482eed",
  "storageAddress": "https://substrabac/model/toto",
  "traintupleKey": "9da043ddc233996d2e62c196471290de4726fc59d65dbbd2b32a920326e8adf3"
 },
 "objective": {
  "hash": "5c1d9cd1c2c1082dde0921b56d11030c81f62fbb51932758b58ac2569dd0b379",
  "metrics": {
   "hash": "4a1d9cd1c2c1082dde0921b56d11030c81f62fbb51932758b58ac2569dd0b379",
   "storageAddress": "https://toto/objective/222/metrics"
  }
 },
 "status": "done",
 "tag": ""
}

------------ Query all Testtuples ------------

Command peer example:

peer chaincode query -n mycc -c '{"Args":["queryTesttuples"]}' -C myc

Command output:

[
 {
  "algo": {
   "hash": "fd1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc",
   "name": "hog + svm",
   "storageAddress": "https://toto/algo/222/algo"
  },
  "certified": true,
  "creator": "SampleOrg",
  "dataset": {
   "keys": [
    "bb1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc",
    "bb2bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc"
   ],
   "openerHash": "da1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc",
   "perf": 0,
   "worker": "SampleOrg"
  },
  "key": "d009acea2d213bc7149ee15b0eb23217e7f06154b79c7046a73eb13a50c3f9dc",
  "log": "",
  "model": {
   "hash": "",
   "storageAddress": "",
   "traintupleKey": "720f778397fa07e24c2f314599725bf97727ded07ff65a51fa1a97b24d11ecab"
  },
  "objective": {
   "hash": "5c1d9cd1c2c1082dde0921b56d11030c81f62fbb51932758b58ac2569dd0b379",
   "metrics": {
    "hash": "4a1d9cd1c2c1082dde0921b56d11030c81f62fbb51932758b58ac2569dd0b379",
    "storageAddress": "https://toto/objective/222/metrics"
   }
  },
  "status": "waiting",
  "tag": ""
 },
 {
  "algo": {
   "hash": "fd1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc",
   "name": "hog + svm",
   "storageAddress": "https://toto/algo/222/algo"
  },
  "certified": false,
  "creator": "SampleOrg",
  "dataset": {
   "keys": [
    "aa1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc",
    "aa2bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc"
   ],
   "openerHash": "da1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc",
   "perf": 0,
   "worker": "SampleOrg"
  },
  "key": "c5f71e7a53c8a88af3e9b0311eaec68abd30718a388e8f8b45b0547ef2289dcd",
  "log": "",
  "model": {
   "hash": "eedbb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482eed",
   "storageAddress": "https://substrabac/model/toto",
   "traintupleKey": "9da043ddc233996d2e62c196471290de4726fc59d65dbbd2b32a920326e8adf3"
  },
  "objective": {
   "hash": "5c1d9cd1c2c1082dde0921b56d11030c81f62fbb51932758b58ac2569dd0b379",
   "metrics": {
    "hash": "4a1d9cd1c2c1082dde0921b56d11030c81f62fbb51932758b58ac2569dd0b379",
    "storageAddress": "https://toto/objective/222/metrics"
   }
  },
  "status": "todo",
  "tag": ""
 },
 {
  "algo": {
   "hash": "fd1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc",
   "name": "hog + svm",
   "storageAddress": "https://toto/algo/222/algo"
  },
  "certified": true,
  "creator": "SampleOrg",
  "dataset": {
   "keys": [
    "bb1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc",
    "bb2bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc"
   ],
   "openerHash": "da1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc",
   "perf": 0.9,
   "worker": "SampleOrg"
  },
  "key": "5ae68332a1e7182d9286692a892c7bf6f339d71d393ec6308e598c159d369aba",
  "log": "no error, ah ah ah",
  "model": {
   "hash": "eedbb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482eed",
   "storageAddress": "https://substrabac/model/toto",
   "traintupleKey": "9da043ddc233996d2e62c196471290de4726fc59d65dbbd2b32a920326e8adf3"
  },
  "objective": {
   "hash": "5c1d9cd1c2c1082dde0921b56d11030c81f62fbb51932758b58ac2569dd0b379",
   "metrics": {
    "hash": "4a1d9cd1c2c1082dde0921b56d11030c81f62fbb51932758b58ac2569dd0b379",
    "storageAddress": "https://toto/objective/222/metrics"
   }
  },
  "status": "done",
  "tag": ""
 }
]

------------ Query details about a model ------------

Smart contract: queryModelDetails

JSON Inputs:

{
 "key": string (required,len=64,hexadecimal),
}

Command peer example:

peer chaincode query -n mycc -c '{"Args":["queryModelDetails","{\"key\":\"9da043ddc233996d2e62c196471290de4726fc59d65dbbd2b32a920326e8adf3\"}"]}' -C myc

Command output:

{
 "nonCertifiedTesttuples": [
  {
   "algo": {
    "hash": "fd1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc",
    "name": "hog + svm",
    "storageAddress": "https://toto/algo/222/algo"
   },
   "certified": false,
   "creator": "SampleOrg",
   "dataset": {
    "keys": [
     "aa1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc",
     "aa2bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc"
    ],
    "openerHash": "da1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc",
    "perf": 0,
    "worker": "SampleOrg"
   },
   "key": "c5f71e7a53c8a88af3e9b0311eaec68abd30718a388e8f8b45b0547ef2289dcd",
   "log": "",
   "model": {
    "hash": "eedbb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482eed",
    "storageAddress": "https://substrabac/model/toto",
    "traintupleKey": "9da043ddc233996d2e62c196471290de4726fc59d65dbbd2b32a920326e8adf3"
   },
   "objective": {
    "hash": "5c1d9cd1c2c1082dde0921b56d11030c81f62fbb51932758b58ac2569dd0b379",
    "metrics": {
     "hash": "4a1d9cd1c2c1082dde0921b56d11030c81f62fbb51932758b58ac2569dd0b379",
     "storageAddress": "https://toto/objective/222/metrics"
    }
   },
   "status": "todo",
   "tag": ""
  }
 ],
 "testtuple": {
  "algo": {
   "hash": "fd1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc",
   "name": "hog + svm",
   "storageAddress": "https://toto/algo/222/algo"
  },
  "certified": true,
  "creator": "SampleOrg",
  "dataset": {
   "keys": [
    "bb1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc",
    "bb2bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc"
   ],
   "openerHash": "da1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc",
   "perf": 0.9,
   "worker": "SampleOrg"
  },
  "key": "5ae68332a1e7182d9286692a892c7bf6f339d71d393ec6308e598c159d369aba",
  "log": "no error, ah ah ah",
  "model": {
   "hash": "eedbb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482eed",
   "storageAddress": "https://substrabac/model/toto",
   "traintupleKey": "9da043ddc233996d2e62c196471290de4726fc59d65dbbd2b32a920326e8adf3"
  },
  "objective": {
   "hash": "5c1d9cd1c2c1082dde0921b56d11030c81f62fbb51932758b58ac2569dd0b379",
   "metrics": {
    "hash": "4a1d9cd1c2c1082dde0921b56d11030c81f62fbb51932758b58ac2569dd0b379",
    "storageAddress": "https://toto/objective/222/metrics"
   }
  },
  "status": "done",
  "tag": ""
 },
 "traintuple": {
  "algo": {
   "hash": "fd1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc",
   "name": "hog + svm",
   "storageAddress": "https://toto/algo/222/algo"
  },
  "computePlanID": "",
  "creator": "SampleOrg",
  "dataset": {
   "keys": [
    "aa1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc",
    "aa2bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc"
   ],
   "openerHash": "da1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc",
   "perf": 0.9,
   "worker": "SampleOrg"
  },
  "inModels": null,
  "key": "9da043ddc233996d2e62c196471290de4726fc59d65dbbd2b32a920326e8adf3",
  "log": "no error, ah ah ah",
  "objective": {
   "hash": "5c1d9cd1c2c1082dde0921b56d11030c81f62fbb51932758b58ac2569dd0b379",
   "metrics": {
    "hash": "4a1d9cd1c2c1082dde0921b56d11030c81f62fbb51932758b58ac2569dd0b379",
    "storageAddress": "https://toto/objective/222/metrics"
   }
  },
  "outModel": {
   "hash": "eedbb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482eed",
   "storageAddress": "https://substrabac/model/toto"
  },
  "permissions": {
   "process": {
    "authorizedIDs": [],
    "public": true
   }
  },
  "rank": 0,
  "status": "done",
  "tag": ""
 }
}

------------ Query all models ------------

Command peer example:

peer chaincode query -n mycc -c '{"Args":["queryModels"]}' -C myc

Command output:

[
 {
  "testtuple": {
   "algo": {
    "hash": "fd1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc",
    "name": "hog + svm",
    "storageAddress": "https://toto/algo/222/algo"
   },
   "certified": true,
   "creator": "SampleOrg",
   "dataset": {
    "keys": [
     "bb1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc",
     "bb2bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc"
    ],
    "openerHash": "da1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc",
    "perf": 0,
    "worker": "SampleOrg"
   },
   "key": "d009acea2d213bc7149ee15b0eb23217e7f06154b79c7046a73eb13a50c3f9dc",
   "log": "",
   "model": {
    "hash": "",
    "storageAddress": "",
    "traintupleKey": "720f778397fa07e24c2f314599725bf97727ded07ff65a51fa1a97b24d11ecab"
   },
   "objective": {
    "hash": "5c1d9cd1c2c1082dde0921b56d11030c81f62fbb51932758b58ac2569dd0b379",
    "metrics": {
     "hash": "4a1d9cd1c2c1082dde0921b56d11030c81f62fbb51932758b58ac2569dd0b379",
     "storageAddress": "https://toto/objective/222/metrics"
    }
   },
   "status": "waiting",
   "tag": ""
  },
  "traintuple": {
   "algo": {
    "hash": "fd1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc",
    "name": "hog + svm",
    "storageAddress": "https://toto/algo/222/algo"
   },
   "computePlanID": "",
   "creator": "SampleOrg",
   "dataset": {
    "keys": [
     "aa1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc",
     "aa2bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc"
    ],
    "openerHash": "da1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc",
    "perf": 0,
    "worker": "SampleOrg"
   },
   "inModels": [
    {
     "hash": "eedbb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482eed",
     "storageAddress": "https://substrabac/model/toto",
     "traintupleKey": "9da043ddc233996d2e62c196471290de4726fc59d65dbbd2b32a920326e8adf3"
    }
   ],
   "key": "720f778397fa07e24c2f314599725bf97727ded07ff65a51fa1a97b24d11ecab",
   "log": "",
   "objective": {
    "hash": "5c1d9cd1c2c1082dde0921b56d11030c81f62fbb51932758b58ac2569dd0b379",
    "metrics": {
     "hash": "4a1d9cd1c2c1082dde0921b56d11030c81f62fbb51932758b58ac2569dd0b379",
     "storageAddress": "https://toto/objective/222/metrics"
    }
   },
   "outModel": null,
   "permissions": {
    "process": {
     "authorizedIDs": [],
     "public": true
    }
   },
   "rank": 0,
   "status": "todo",
   "tag": ""
  }
 },
 {
  "testtuple": {
   "algo": {
    "hash": "fd1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc",
    "name": "hog + svm",
    "storageAddress": "https://toto/algo/222/algo"
   },
   "certified": true,
   "creator": "SampleOrg",
   "dataset": {
    "keys": [
     "bb1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc",
     "bb2bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc"
    ],
    "openerHash": "da1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc",
    "perf": 0.9,
    "worker": "SampleOrg"
   },
   "key": "5ae68332a1e7182d9286692a892c7bf6f339d71d393ec6308e598c159d369aba",
   "log": "no error, ah ah ah",
   "model": {
    "hash": "eedbb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482eed",
    "storageAddress": "https://substrabac/model/toto",
    "traintupleKey": "9da043ddc233996d2e62c196471290de4726fc59d65dbbd2b32a920326e8adf3"
   },
   "objective": {
    "hash": "5c1d9cd1c2c1082dde0921b56d11030c81f62fbb51932758b58ac2569dd0b379",
    "metrics": {
     "hash": "4a1d9cd1c2c1082dde0921b56d11030c81f62fbb51932758b58ac2569dd0b379",
     "storageAddress": "https://toto/objective/222/metrics"
    }
   },
   "status": "done",
   "tag": ""
  },
  "traintuple": {
   "algo": {
    "hash": "fd1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc",
    "name": "hog + svm",
    "storageAddress": "https://toto/algo/222/algo"
   },
   "computePlanID": "",
   "creator": "SampleOrg",
   "dataset": {
    "keys": [
     "aa1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc",
     "aa2bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc"
    ],
    "openerHash": "da1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc",
    "perf": 0.9,
    "worker": "SampleOrg"
   },
   "inModels": null,
   "key": "9da043ddc233996d2e62c196471290de4726fc59d65dbbd2b32a920326e8adf3",
   "log": "no error, ah ah ah",
   "objective": {
    "hash": "5c1d9cd1c2c1082dde0921b56d11030c81f62fbb51932758b58ac2569dd0b379",
    "metrics": {
     "hash": "4a1d9cd1c2c1082dde0921b56d11030c81f62fbb51932758b58ac2569dd0b379",
     "storageAddress": "https://toto/objective/222/metrics"
    }
   },
   "outModel": {
    "hash": "eedbb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482eed",
    "storageAddress": "https://substrabac/model/toto"
   },
   "permissions": {
    "process": {
     "authorizedIDs": [],
     "public": true
    }
   },
   "rank": 0,
   "status": "done",
   "tag": ""
  }
 }
]

------------ Query Dataset ------------

Smart contract: queryDataset

JSON Inputs:

{
 "key": string (required,len=64,hexadecimal),
}

Command peer example:

peer chaincode query -n mycc -c '{"Args":["queryDataset","{\"key\":\"da1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc\"}"]}' -C myc

Command output:

{
 "description": {
  "hash": "8d4bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482eee",
  "storageAddress": "https://toto/dataManager/42234/description"
 },
 "key": "da1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc",
 "name": "liver slide",
 "objectiveKey": "5c1d9cd1c2c1082dde0921b56d11030c81f62fbb51932758b58ac2569dd0b379",
 "opener": {
  "hash": "da1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc",
  "storageAddress": "https://toto/dataManager/42234/opener"
 },
 "owner": "SampleOrg",
 "permissions": {
  "process": {
   "authorizedIDs": [],
   "public": true
  }
 },
 "testDataSampleKeys": [
  "bb1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc",
  "bb2bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc"
 ],
 "trainDataSampleKeys": [
  "aa1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc",
  "aa2bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc"
 ],
 "type": "images"
}

------------ Query nodes ------------

Command peer example:

peer chaincode query -n mycc -c '{"Args":["queryNodes"]}' -C myc

Command output:

[
 {
  "id": "SampleOrg"
 }
]

------------ Update Data Sample with new data manager ------------

Smart contract: updateDataSample

JSON Inputs:

{
 "hashes": [string] (required,dive,len=64,hexadecimal),
 "dataManagerKeys": [string] (required,dive,len=64,hexadecimal),
}

Command peer example:

peer chaincode invoke -n mycc -c '{"Args":["updateDataSample","{\"hashes\":[\"aa1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc\"],\"dataManagerKeys\":[\"38a320b2a67c8003cc748d6666534f2b01f3f08d175440537a5bf86b7d08d5ee\"]}"]}' -C myc

Command output:

{
 "key": "{\"keys\": [\"aa1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc\"]}"
}

------------ Query the new Dataset ------------

Smart contract: queryDataset

JSON Inputs:

{
 "key": string (required,len=64,hexadecimal),
}

Command peer example:

peer chaincode query -n mycc -c '{"Args":["queryDataset","{\"key\":\"38a320b2a67c8003cc748d6666534f2b01f3f08d175440537a5bf86b7d08d5ee\"}"]}' -C myc

Command output:

{
 "description": {
  "hash": "8d4bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482eee",
  "storageAddress": "https://toto/dataManager/42234/description"
 },
 "key": "38a320b2a67c8003cc748d6666534f2b01f3f08d175440537a5bf86b7d08d5ee",
 "name": "liver slide",
 "objectiveKey": "",
 "opener": {
  "hash": "38a320b2a67c8003cc748d6666534f2b01f3f08d175440537a5bf86b7d08d5ee",
  "storageAddress": "https://toto/dataManager/42234/opener"
 },
 "owner": "SampleOrg",
 "permissions": {
  "process": {
   "authorizedIDs": [],
   "public": true
  }
 },
 "testDataSampleKeys": [],
 "trainDataSampleKeys": [
  "aa1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc"
 ],
 "type": "images"
}

------------ Create a ComputePlan ------------

Smart contract: createComputePlan

JSON Inputs:

{
 "algoKey": string (required,len=64,hexadecimal),
 "objectiveKey": string (required,len=64,hexadecimal),
 "traintuples": (required,gt=0) [{
   "dataManagerKey": string (required,len=64,hexadecimal),
   "dataSampleKeys": [string] (required,dive,len=64,hexadecimal),
   "id": string (required,lte=64),
   "inModelsIDs": [string] (omitempty,dive,lte=64),
   "tag": string (omitempty,lte=64),
 }],
 "testtuples": (omitempty) [{
   "dataManagerKey": string (omitempty,len=64,hexadecimal),
   "dataSampleKeys": [string] (omitempty,dive,len=64,hexadecimal),
   "tag": string (omitempty,lte=64),
   "traintupleID": string (required,lte=64),
 }],
}

Command peer example:

peer chaincode invoke -n mycc -c '{"Args":["createComputePlan","{\"algoKey\":\"fd1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc\",\"objectiveKey\":\"5c1d9cd1c2c1082dde0921b56d11030c81f62fbb51932758b58ac2569dd0b379\",\"traintuples\":[{\"dataManagerKey\":\"da1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc\",\"dataSampleKeys\":[\"aa1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc\"],\"id\":\"firstTraintupleID\",\"inModelsIDs\":null,\"tag\":\"\"},{\"dataManagerKey\":\"da1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc\",\"dataSampleKeys\":[\"aa2bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc\"],\"id\":\"secondTraintupleID\",\"inModelsIDs\":[\"firstTraintupleID\"],\"tag\":\"\"}],\"testtuples\":[{\"dataManagerKey\":\"da1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc\",\"dataSampleKeys\":[\"bb1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc\",\"bb2bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc\"],\"tag\":\"\",\"traintupleID\":\"secondTraintupleID\"}]}"]}' -C myc

Command output:

{
 "computePlanID": "432fcffdf68892f5e4adeeed8bb618beaeaecf709f840671eca724a3e3109369",
 "testtupleKeys": [
  "1dbd49d84e00ad6f339f416af0decfaf2db8f14412786de65b597e49a6820f96"
 ],
 "traintupleKeys": [
  "432fcffdf68892f5e4adeeed8bb618beaeaecf709f840671eca724a3e3109369",
  "d23f8cf290b902417ae698d68e2c6835483521d54fcbece31208517759b7c299"
 ]
}

------------ Query an ObjectiveLeaderboard ------------

Smart contract: queryObjectiveLeaderboard

JSON Inputs:

{
 "objectiveKey": string (omitempty,len=64,hexadecimal),
 "ascendingOrder": bool (required),
}

Command peer example:

peer chaincode invoke -n mycc -c '{"Args":["queryObjectiveLeaderboard","{\"objectiveKey\":\"5c1d9cd1c2c1082dde0921b56d11030c81f62fbb51932758b58ac2569dd0b379\",\"ascendingOrder\":true}"]}' -C myc

Command output:

{
 "objective": {
  "description": {
   "hash": "5c1d9cd1c2c1082dde0921b56d11030c81f62fbb51932758b58ac2569dd0b379",
   "storageAddress": "https://toto/objective/222/description"
  },
  "key": "5c1d9cd1c2c1082dde0921b56d11030c81f62fbb51932758b58ac2569dd0b379",
  "metrics": {
   "hash": "4a1d9cd1c2c1082dde0921b56d11030c81f62fbb51932758b58ac2569dd0b379",
   "name": "accuracy",
   "storageAddress": "https://toto/objective/222/metrics"
  },
  "name": "MSI classification",
  "owner": "SampleOrg",
  "permissions": {
   "process": {
    "authorizedIDs": [],
    "public": true
   }
  },
  "testDataset": {
   "dataManagerKey": "da1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc",
   "dataSampleKeys": [
    "bb1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc",
    "bb2bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc"
   ],
   "worker": ""
  }
 },
 "testtuples": [
  {
   "algo": {
    "hash": "fd1bb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482dcc",
    "name": "hog + svm",
    "storageAddress": "https://toto/algo/222/algo"
   },
   "creator": "SampleOrg",
   "key": "5ae68332a1e7182d9286692a892c7bf6f339d71d393ec6308e598c159d369aba",
   "model": {
    "hash": "eedbb7c31f62244c0f3a761cc168804227115793d01c270021fe3f7935482eed",
    "storageAddress": "https://substrabac/model/toto",
    "traintupleKey": "9da043ddc233996d2e62c196471290de4726fc59d65dbbd2b32a920326e8adf3"
   },
   "perf": 0.9,
   "tag": ""
  }
 ]
}

Name		Name	Last commit message	Last commit date
Latest commit History 321 Commits
.github		.github
chaincode-docker-devmode		chaincode-docker-devmode
chaincode		chaincode
.gitignore		.gitignore
.travis.yml		.travis.yml
LICENSE		LICENSE
README.md		README.md

License

samlesu/substra-chaincode

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substra-chaincode

License

Devmode

Documentation

Implemented smart contracts

Examples

------------ Add Node ------------

Command peer example:

Command output:

------------ Add DataManager ------------

JSON Inputs:

Command peer example:

Command output:

------------ Query DataManager From key ------------

JSON Inputs:

Command peer example:

Command output:

------------ Add test DataSample ------------

JSON Inputs:

Command peer example:

Command output:

------------ Add Objective ------------

JSON Inputs:

Command peer example:

Command output:

------------ Add Algo ------------

JSON Inputs:

Command peer example:

Command output:

------------ Add Train DataSample ------------

JSON Inputs:

Command peer example:

Command output:

------------ Query DataManagers ------------

Command peer example:

Command output:

------------ Query DataSamples ------------

Command peer example:

Command output:

------------ Query Objectives ------------

Command peer example:

Command output:

------------ Add Traintuple ------------

JSON Inputs:

Command peer example:

Command output:

------------ Add Traintuple with inModel from previous traintuple ------------

JSON Inputs:

Command peer example:

Command output:

Command output:

------------ Query Traintuples of worker with todo status ------------

JSON Inputs:

Command peer example:

Command output:

------------ Log Start Training ------------

JSON Inputs:

Command peer example:

Command output:

------------ Log Success Training ------------

JSON Inputs:

Command peer example:

Command output:

------------ Query Traintuple From key ------------

JSON Inputs:

Command peer example:

Command output:

------------ Add Non-Certified Testtuple ------------

JSON Inputs:

Command peer example:

Command output:

------------ Add Certified Testtuple ------------

JSON Inputs:

Command peer example:

Packages