From 83fae834c4a09a323ada78a35c08d5b9cb8aa287 Mon Sep 17 00:00:00 2001 From: SparkSnail Date: Fri, 21 Jun 2019 13:35:14 +0700 Subject: [PATCH 1/7] Add versionCheck in config (#1187) --- docs/en_US/ExperimentConfig.md | 7 ++++++- tools/nni_cmd/config_schema.py | 1 + tools/nni_cmd/launcher.py | 5 ++++- 3 files changed, 11 insertions(+), 2 deletions(-) diff --git a/docs/en_US/ExperimentConfig.md b/docs/en_US/ExperimentConfig.md index 3459383306..39dcae37da 100644 --- a/docs/en_US/ExperimentConfig.md +++ b/docs/en_US/ExperimentConfig.md @@ -150,10 +150,15 @@ machineList: Note: The maxExecDuration spec set the time of an experiment, not a trial job. If the experiment reach the max duration time, the experiment will not stop, but could not submit new trial jobs any more. +* __versionCheck__ + * Description + + NNI will check the version of nniManager process and the version of trialKeeper in remote, pai and kubernetes platform. If you want to disable version check, you could set versionCheck be false. + * __debug__ * Description - NNI will check the version of nniManager process and the version of trialKeeper in remote, pai and kubernetes platform. If you want to disable version check, you could set debug be true. + Debug mode will set versionCheck be False and set logLevel be 'debug' * __maxTrialNum__ * Description diff --git a/tools/nni_cmd/config_schema.py b/tools/nni_cmd/config_schema.py index 14070c7bd4..3136a1fcf1 100644 --- a/tools/nni_cmd/config_schema.py +++ b/tools/nni_cmd/config_schema.py @@ -56,6 +56,7 @@ def setPathCheck(key): Optional('nniManagerIp'): setType('nniManagerIp', str), Optional('logDir'): And(os.path.isdir, error=SCHEMA_PATH_ERROR % 'logDir'), Optional('debug'): setType('debug', bool), + Optional('versionCheck'): setType('versionCheck', bool), Optional('logLevel'): setChoice('logLevel', 'trace', 'debug', 'info', 'warning', 'error', 'fatal'), Optional('logCollection'): setChoice('logCollection', 'http', 'none'), 'useAnnotation': setType('useAnnotation', bool), diff --git a/tools/nni_cmd/launcher.py b/tools/nni_cmd/launcher.py index f04ea8f1f1..42e36be2f5 100644 --- a/tools/nni_cmd/launcher.py +++ b/tools/nni_cmd/launcher.py @@ -303,6 +303,9 @@ def set_experiment(experiment_config, mode, port, config_file_name): #debug mode should disable version check if experiment_config.get('debug') is not None: request_data['versionCheck'] = not experiment_config.get('debug') + #validate version check + if experiment_config.get('versionCheck') is not None: + request_data['versionCheck'] = experiment_config.get('versionCheck') if experiment_config.get('logCollection'): request_data['logCollection'] = experiment_config.get('logCollection') @@ -363,7 +366,7 @@ def launch_experiment(args, experiment_config, mode, config_file_name, experimen exit(1) log_dir = experiment_config['logDir'] if experiment_config.get('logDir') else None log_level = experiment_config['logLevel'] if experiment_config.get('logLevel') else None - if log_level not in ['trace', 'debug'] and args.debug: + if log_level not in ['trace', 'debug'] and (args.debug or experiment_config.get('debug') is True): log_level = 'debug' # start rest server rest_process, start_time = start_rest_server(args.port, experiment_config['trainingServicePlatform'], mode, config_file_name, experiment_id, log_dir, log_level) From 150ee83aa5dbaff4e07a2c9c3c644a69997a8359 Mon Sep 17 00:00:00 2001 From: XupuWang <806218468@qq.com> Date: Fri, 21 Jun 2019 16:33:07 +0800 Subject: [PATCH 2/7] fix negative time number in local mode when trial time is short (#1185) * fix negative time number in local mode when trial time is short * fix bug of duration<0 * fix windows version and readme * change tab * change line --- docs/en_US/Trials.md | 2 +- docs/zh_CN/Trials.md | 4 ++-- .../training_service/local/localTrainingService.ts | 4 ++-- src/webui/src/components/overview/SuccessTable.tsx | 11 +++++++++-- src/webui/src/components/trial-detail/TableList.tsx | 3 ++- 5 files changed, 16 insertions(+), 8 deletions(-) diff --git a/docs/en_US/Trials.md b/docs/en_US/Trials.md index 5a39f03d86..017c48d222 100644 --- a/docs/en_US/Trials.md +++ b/docs/en_US/Trials.md @@ -144,7 +144,7 @@ export NNI_TRIAL_SEQ_ID=1 export MULTI_PHASE=false export CUDA_VISIBLE_DEVICES= eval python3 mnist.py 2>/home/user_name/nni/experiments/$experiment_id$/trials/$trial_id$/stderr -echo $? `date +%s000` >/home/user_name/nni/experiments/$experiment_id$/trials/$trial_id$/.nni/state +echo $? `date +%s%3N` >/home/user_name/nni/experiments/$experiment_id$/trials/$trial_id$/.nni/state ``` ### Other Modes diff --git a/docs/zh_CN/Trials.md b/docs/zh_CN/Trials.md index 993952c72a..475438c55a 100644 --- a/docs/zh_CN/Trials.md +++ b/docs/zh_CN/Trials.md @@ -149,7 +149,7 @@ export NNI_TRIAL_SEQ_ID=1 export MULTI_PHASE=false export CUDA_VISIBLE_DEVICES= eval python3 mnist.py 2>/home/user_name/nni/experiments/$experiment_id$/trials/$trial_id$/stderr -echo $? `date +%s000` >/home/user_name/nni/experiments/$experiment_id$/trials/$trial_id$/.nni/state +echo $? `date +%s%3N` >/home/user_name/nni/experiments/$experiment_id$/trials/$trial_id$/.nni/state ``` ### 其它模式 @@ -166,4 +166,4 @@ echo $? `date +%s000` >/home/user_name/nni/experiments/$experiment_id$/trials/$t * [为 CIFAR 10 分类找到最佳的 optimizer](Cifar10Examples.md) * [如何在 NNI 调优 SciKit-learn 的参数](SklearnExamples.md) * [在阅读理解上使用自动模型架构搜索。](SquadEvolutionExamples.md) -* [如何在 NNI 上调优 GBDT](GbdtExample.md) \ No newline at end of file +* [如何在 NNI 上调优 GBDT](GbdtExample.md) diff --git a/src/nni_manager/training_service/local/localTrainingService.ts b/src/nni_manager/training_service/local/localTrainingService.ts index 31a90db695..a4cdcd5328 100644 --- a/src/nni_manager/training_service/local/localTrainingService.ts +++ b/src/nni_manager/training_service/local/localTrainingService.ts @@ -507,12 +507,12 @@ class LocalTrainingService implements TrainingService { script.push( `cmd /c ${localTrailConfig.command} 2>${path.join(workingDirectory, 'stderr')}`, `$NOW_DATE = [int64](([datetime]::UtcNow)-(get-date "1/1/1970")).TotalSeconds`, - `$NOW_DATE = "$NOW_DATE" + "000"`, + `$NOW_DATE = "$NOW_DATE" + (Get-Date -Format fff).ToString()`, `Write $LASTEXITCODE " " $NOW_DATE | Out-File ${path.join(workingDirectory, '.nni', 'state')} -NoNewline -encoding utf8`); } else { script.push( `eval ${localTrailConfig.command} 2>${path.join(workingDirectory, 'stderr')}`, - `echo $? \`date +%s000\` >${path.join(workingDirectory, '.nni', 'state')}`); + `echo $? \`date +%s%3N\` >${path.join(workingDirectory, '.nni', 'state')}`); } return script; diff --git a/src/webui/src/components/overview/SuccessTable.tsx b/src/webui/src/components/overview/SuccessTable.tsx index 97108e11b3..18d7ee55a6 100644 --- a/src/webui/src/components/overview/SuccessTable.tsx +++ b/src/webui/src/components/overview/SuccessTable.tsx @@ -72,8 +72,15 @@ class SuccessTable extends React.Component { sorter: (a: TableObj, b: TableObj) => (a.duration as number) - (b.duration as number), render: (text: string, record: TableObj) => { let duration; - if (record.duration) { - duration = convertDuration(record.duration); + if (record.duration !== undefined) { + // duration is nagative number(-1) & 0-1 + if (record.duration > 0 && record.duration < 1 || record.duration < 0) { + duration = `${record.duration}s`; + } else { + duration = convertDuration(record.duration); + } + } else { + duration = 0; } return (
{duration}
diff --git a/src/webui/src/components/trial-detail/TableList.tsx b/src/webui/src/components/trial-detail/TableList.tsx index 954a1cd1b5..448c237eb2 100644 --- a/src/webui/src/components/trial-detail/TableList.tsx +++ b/src/webui/src/components/trial-detail/TableList.tsx @@ -264,7 +264,8 @@ class TableList extends React.Component { render: (text: string, record: TableObj) => { let duration; if (record.duration !== undefined) { - if (record.duration > 0 && record.duration < 1) { + // duration is nagative number(-1) & 0-1 + if (record.duration > 0 && record.duration < 1 || record.duration < 0) { duration = `${record.duration}s`; } else { duration = convertDuration(record.duration); From f9fc3d01b4c612c8d20a2fb6c58dcc1a76724d69 Mon Sep 17 00:00:00 2001 From: Lijiao <35484733+lvybriage@users.noreply.github.com> Date: Mon, 24 Jun 2019 10:42:54 +0800 Subject: [PATCH 3/7] Trial compare (#1190) * Trial compare * delete chinese notes --- src/webui/src/components/Modal/Compare.tsx | 204 ++++++++++++++++++ src/webui/src/components/TrialsDetail.tsx | 44 ++-- .../components/trial-detail/Intermeidate.tsx | 9 +- .../src/components/trial-detail/TableList.tsx | 50 ++++- src/webui/src/static/interface.ts | 15 +- src/webui/src/static/style/compare.scss | 19 ++ src/webui/src/static/style/search.scss | 5 +- src/webui/src/static/style/table.scss | 5 + 8 files changed, 313 insertions(+), 38 deletions(-) create mode 100644 src/webui/src/components/Modal/Compare.tsx create mode 100644 src/webui/src/static/style/compare.scss diff --git a/src/webui/src/components/Modal/Compare.tsx b/src/webui/src/components/Modal/Compare.tsx new file mode 100644 index 0000000000..aa10f4fe98 --- /dev/null +++ b/src/webui/src/components/Modal/Compare.tsx @@ -0,0 +1,204 @@ +import * as React from 'react'; +import { Row, Modal } from 'antd'; +import ReactEcharts from 'echarts-for-react'; +import IntermediateVal from '../public-child/IntermediateVal'; +import '../../static/style/compare.scss'; +import { TableObj, Intermedia, TooltipForIntermediate } from 'src/static/interface'; + +// the modal of trial compare +interface CompareProps { + compareRows: Array; + visible: boolean; + cancelFunc: () => void; +} + +class Compare extends React.Component { + + public _isCompareMount: boolean; + constructor(props: CompareProps) { + super(props); + } + + intermediate = () => { + const { compareRows } = this.props; + const trialIntermediate: Array = []; + const idsList: Array = []; + Object.keys(compareRows).map(item => { + const temp = compareRows[item]; + trialIntermediate.push({ + name: temp.id, + data: temp.description.intermediate, + type: 'line', + hyperPara: temp.description.parameters + }); + idsList.push(temp.id); + }); + // find max intermediate number + trialIntermediate.sort((a, b) => { return (b.data.length - a.data.length); }); + const legend: Array = []; + // max length + const length = trialIntermediate[0] !== undefined ? trialIntermediate[0].data.length : 0; + const xAxis: Array = []; + Object.keys(trialIntermediate).map(item => { + const temp = trialIntermediate[item]; + legend.push(temp.name); + }); + for (let i = 1; i <= length; i++) { + xAxis.push(i); + } + const option = { + tooltip: { + trigger: 'item', + enterable: true, + position: function (point: Array, data: TooltipForIntermediate) { + if (data.dataIndex < length / 2) { + return [point[0], 80]; + } else { + return [point[0] - 300, 80]; + } + }, + formatter: function (data: TooltipForIntermediate) { + const trialId = data.seriesName; + let obj = {}; + const temp = trialIntermediate.find(key => key.name === trialId); + if (temp !== undefined) { + obj = temp.hyperPara; + } + return '
' + + '
Trial ID: ' + trialId + '
' + + '
Intermediate: ' + data.data + '
' + + '
Parameters: ' + + '
' + JSON.stringify(obj, null, 4) + '
' + + '
' + + '
'; + } + }, + grid: { + left: '5%', + top: 40, + containLabel: true + }, + legend: { + data: idsList + }, + xAxis: { + type: 'category', + name: 'Step', + boundaryGap: false, + data: xAxis + }, + yAxis: { + type: 'value', + name: 'metric' + }, + series: trialIntermediate + }; + return ( + + ); + + } + + // render table column --- + initColumn = () => { + const { compareRows } = this.props; + const idList: Array = []; + const durationList: Array = []; + + const parameterList: Array = []; + let parameterKeys: Array = []; + if (compareRows.length !== 0) { + parameterKeys = Object.keys(compareRows[0].description.parameters); + } + Object.keys(compareRows).map(item => { + const temp = compareRows[item]; + idList.push(temp.id); + durationList.push(temp.duration); + parameterList.push(temp.description.parameters); + }); + return ( + + + + + ); + })} + + + + {Object.keys(compareRows).map(index => { + const temp = compareRows[index]; + return ( + + ); + })} + + + + {Object.keys(durationList).map(index => { + return ( + + ); + })} + + { + Object.keys(parameterKeys).map(index => { + return ( + + + { + Object.keys(parameterList).map(key => { + return ( + + ); + }) + } + + ); + }) + } + +
+ {Object.keys(idList).map(key => { + return ( + {idList[key]}
Default metric + +
duration{durationList[index]}
{parameterKeys[index]} + {parameterList[key][parameterKeys[index]]} +
+ ); + } + + componentDidMount() { + this._isCompareMount = true; + } + + componentWillUnmount() { + this._isCompareMount = false; + } + + render() { + const { visible, cancelFunc } = this.props; + + return ( + + {this.intermediate()} + {this.initColumn()} + + ); + } +} + +export default Compare; diff --git a/src/webui/src/components/TrialsDetail.tsx b/src/webui/src/components/TrialsDetail.tsx index 76b650962b..d9bab5fd15 100644 --- a/src/webui/src/components/TrialsDetail.tsx +++ b/src/webui/src/components/TrialsDetail.tsx @@ -378,7 +378,7 @@ class TrialsDetail extends React.Component {/* trial table list */} - + Show entries - - - - - - - - - + + + + ; // intermediate data - hyperPara: object; // each trial hyperpara value -} - interface IntermediateState { detailSource: Array; interSource: object; diff --git a/src/webui/src/components/trial-detail/TableList.tsx b/src/webui/src/components/trial-detail/TableList.tsx index 448c237eb2..359e4ea9a9 100644 --- a/src/webui/src/components/trial-detail/TableList.tsx +++ b/src/webui/src/components/trial-detail/TableList.tsx @@ -7,6 +7,7 @@ import { MANAGER_IP, trialJobStatus, COLUMN, COLUMN_INDEX } from '../../static/c import { convertDuration, intermediateGraphOption, killJob } from '../../static/function'; import { TableObj, TrialJob } from '../../static/interface'; import OpenRow from '../public-child/OpenRow'; +import Compare from '../Modal/Compare'; import IntermediateVal from '../public-child/IntermediateVal'; // table default metric column import '../../static/style/search.scss'; require('../../static/style/tableStatus.css'); @@ -38,6 +39,9 @@ interface TableListState { isObjFinal: boolean; isShowColumn: boolean; columnSelected: Array; // user select columnKeys + selectRows: Array; + isShowCompareModal: boolean; + selectedRowKeys: string[] | number[]; } interface ColumnIndex { @@ -50,6 +54,7 @@ class TableList extends React.Component { public _isMounted = false; public intervalTrialLog = 10; public _trialId: string; + public tables: Table | null; constructor(props: TableListProps) { super(props); @@ -59,7 +64,10 @@ class TableList extends React.Component { modalVisible: false, isObjFinal: false, isShowColumn: false, - columnSelected: COLUMN + isShowCompareModal: false, + columnSelected: COLUMN, + selectRows: [], + selectedRowKeys: [] // after modal closed 清掉选择的痕迹 }; } @@ -71,7 +79,8 @@ class TableList extends React.Component { .then(res => { if (res.status === 200) { const intermediateArr: number[] = []; - // support intermediate result is dict + // support intermediate result is dict because the last intermediate result is + // final result in a succeed trial, it may be a dict. Object.keys(res.data).map(item => { const temp = JSON.parse(res.data[item].data); if (typeof temp === 'object') { @@ -184,6 +193,31 @@ class TableList extends React.Component { ); } + fillSelectedRowsTostate = (selected: number[] | string[], selectedRows: Array) => { + if (this._isMounted === true) { + this.setState(() => ({ selectRows: selectedRows, selectedRowKeys: selected })); + } + } + // open Compare-modal + compareBtn = () => { + + const { selectRows } = this.state; + if (selectRows.length === 0) { + alert('Please select datas you want to compare!'); + } else { + if (this._isMounted === true) { + this.setState({ isShowCompareModal: true }); + } + } + } + // close Compare-modal + hideCompareModal = () => { + // close modal. clear select rows data, clear selected track + if (this._isMounted) { + this.setState({ isShowCompareModal: false, selectedRowKeys: [], selectRows: [] }); + } + } + componentDidMount() { this._isMounted = true; } @@ -195,7 +229,14 @@ class TableList extends React.Component { render() { const { entries, tableSource, updateList } = this.props; - const { intermediateOption, modalVisible, isShowColumn, columnSelected } = this.state; + const { intermediateOption, modalVisible, isShowColumn, columnSelected, + selectRows, isShowCompareModal, selectedRowKeys } = this.state; + const rowSelection = { + selectedRowKeys: selectedRowKeys, + onChange: (selected: string[] | number[], selectedRows: Array) => { + this.fillSelectedRowsTostate(selected, selectedRows); + } + }; let showTitle = COLUMN; let bgColor = ''; const trialJob: Array = []; @@ -417,7 +458,9 @@ class TableList extends React.Component {
| null) => this.tables = table} columns={showColumn} + rowSelection={rowSelection} expandedRowRender={this.openRow} dataSource={tableSource} className="commonTableStyle" @@ -458,6 +501,7 @@ class TableList extends React.Component { className="titleColumn" /> + ); } diff --git a/src/webui/src/static/interface.ts b/src/webui/src/static/interface.ts index 9cf78b8a9f..4b9bebc345 100644 --- a/src/webui/src/static/interface.ts +++ b/src/webui/src/static/interface.ts @@ -108,10 +108,15 @@ interface FinalResult { data: string; } +interface Intermedia { + name: string; // id + type: string; + data: Array; // intermediate data + hyperPara: object; // each trial hyperpara value +} + export { - TableObj, Parameters, Experiment, - AccurPoint, TrialNumber, TrialJob, - DetailAccurPoint, TooltipForAccuracy, - ParaObj, Dimobj, FinalResult, FinalType, - TooltipForIntermediate, SearchSpace + TableObj, Parameters, Experiment, AccurPoint, TrialNumber, TrialJob, + DetailAccurPoint, TooltipForAccuracy, ParaObj, Dimobj, FinalResult, FinalType, + TooltipForIntermediate, SearchSpace, Intermedia }; diff --git a/src/webui/src/static/style/compare.scss b/src/webui/src/static/style/compare.scss new file mode 100644 index 0000000000..9f7d08a2cd --- /dev/null +++ b/src/webui/src/static/style/compare.scss @@ -0,0 +1,19 @@ +.compare{ + width: 92%; + margin: 0 auto; + color: #333; + tr{ + line-height: 30px; + border-bottom: 1px solid #ccc; + } + .column{ + width: 124px; + padding-left: 18px; + font-weight: 700; + } + .value{ + width: 152px; + padding-right: 18px; + text-align: right; + } +} diff --git a/src/webui/src/static/style/search.scss b/src/webui/src/static/style/search.scss index d72521bc67..6b63f9b6e0 100644 --- a/src/webui/src/static/style/search.scss +++ b/src/webui/src/static/style/search.scss @@ -1,4 +1,4 @@ -/* some buttons about trial-detail table */ +/* some buttons in trial-detail table */ .allList{ width: 96%; margin: 0 auto; @@ -31,4 +31,7 @@ } } +Button.mediateBtn{ + margin: 0 32px; +} diff --git a/src/webui/src/static/style/table.scss b/src/webui/src/static/style/table.scss index cd346db7dc..2c607ced92 100644 --- a/src/webui/src/static/style/table.scss +++ b/src/webui/src/static/style/table.scss @@ -102,3 +102,8 @@ .ant-modal-title{ font-size: 20px; } + +/*disable select all checkbox in detail page*/ +.ant-table-selection{ + display: none; +} From 26792dfbd636dac947818d6f3cf42a4cc08821c3 Mon Sep 17 00:00:00 2001 From: demianzhang Date: Mon, 24 Jun 2019 11:04:41 +0800 Subject: [PATCH 4/7] Fix regular expression error (#1194) --- src/nni_manager/common/utils.ts | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/nni_manager/common/utils.ts b/src/nni_manager/common/utils.ts index 3c11c0c835..99d293c6a3 100644 --- a/src/nni_manager/common/utils.ts +++ b/src/nni_manager/common/utils.ts @@ -375,7 +375,7 @@ function countFilesRecursively(directory: string, timeoutMilliSeconds?: number): } function validateFileName(fileName: string): boolean { - let pattern: string = '^[a-z0-9A-Z\.-_]+$'; + let pattern: string = '^[a-z0-9A-Z\._-]+$'; const validateResult = fileName.match(pattern); if(validateResult) { return true; From 1bd3637f4532c4e2b44c00dc415a5b465f5b54d3 Mon Sep 17 00:00:00 2001 From: SparkSnail Date: Mon, 24 Jun 2019 13:23:23 +0700 Subject: [PATCH 5/7] Fix EMFILE error in local training service (#1189) --- .../training_service/local/localTrainingService.ts | 8 +++++--- src/nni_manager/types/tail-stream/index.d.ts | 3 ++- 2 files changed, 7 insertions(+), 4 deletions(-) diff --git a/src/nni_manager/training_service/local/localTrainingService.ts b/src/nni_manager/training_service/local/localTrainingService.ts index a4cdcd5328..fe0223860e 100644 --- a/src/nni_manager/training_service/local/localTrainingService.ts +++ b/src/nni_manager/training_service/local/localTrainingService.ts @@ -355,7 +355,8 @@ class LocalTrainingService implements TrainingService { this.log.info('Stopping local machine training service...'); this.stopping = true; for (const stream of this.jobStreamMap.values()) { - stream.destroy(); + stream.end(0) + stream.emit('end') } if (this.gpuScheduler !== undefined) { await this.gpuScheduler.stop(); @@ -372,7 +373,9 @@ class LocalTrainingService implements TrainingService { if (stream === undefined) { throw new Error(`Could not find stream in trial ${trialJob.id}`); } - stream.destroy(); + //Refer https://github.com/Juul/tail-stream/issues/20 + stream.end(0) + stream.emit('end') this.jobStreamMap.delete(trialJob.id); } } @@ -567,7 +570,6 @@ class LocalTrainingService implements TrainingService { buffer = remain; } }); - this.jobStreamMap.set(trialJobDetail.id, stream); } diff --git a/src/nni_manager/types/tail-stream/index.d.ts b/src/nni_manager/types/tail-stream/index.d.ts index 7ca08cb1bf..f7f3abb376 100644 --- a/src/nni_manager/types/tail-stream/index.d.ts +++ b/src/nni_manager/types/tail-stream/index.d.ts @@ -1,7 +1,8 @@ declare module 'tail-stream' { export interface Stream { on(type: 'data', callback: (data: Buffer) => void): void; - destroy(): void; + end(data: number): void; + emit(data: string): void; } export function createReadStream(path: string): Stream; } \ No newline at end of file From ac6aee81002701454194fcc088bb5839e22dbea3 Mon Sep 17 00:00:00 2001 From: chicm-ms <38930155+chicm-ms@users.noreply.github.com> Date: Mon, 24 Jun 2019 14:44:54 +0800 Subject: [PATCH 6/7] Multiphase refactor and support OpenPAI training service. (#1138) * Refactor multiphase interface * Implement multiphase on PAI * update multiphase doc --- docs/en_US/CustomizeTuner.md | 8 +- docs/en_US/MultiPhase.md | 10 +- .../ga_customer_tuner/customer_tuner.py | 4 +- .../random_nas_tuner/random_nas_tuner.py | 4 +- .../ga_customer_tuner/customer_tuner.py | 4 +- .../common/clusterJobRestServer.ts | 6 +- .../training_service/pai/paiData.ts | 8 +- .../training_service/pai/paiJobRestServer.ts | 38 ++++ .../pai/paiTrainingService.ts | 70 ++++++- src/sdk/pynni/nni/__main__.py | 10 +- src/sdk/pynni/nni/batch_tuner/batch_tuner.py | 4 +- src/sdk/pynni/nni/common.py | 8 + .../nni/evolution_tuner/evolution_tuner.py | 4 +- .../nni/gridsearch_tuner/gridsearch_tuner.py | 4 +- .../nni/hyperopt_tuner/hyperopt_tuner.py | 4 +- src/sdk/pynni/nni/metis_tuner/metis_tuner.py | 4 +- src/sdk/pynni/nni/msg_dispatcher.py | 30 ++- src/sdk/pynni/nni/multi_phase/__init__.py | 0 .../nni/multi_phase/multi_phase_dispatcher.py | 198 ------------------ .../nni/multi_phase/multi_phase_tuner.py | 106 ---------- .../networkmorphism_tuner.py | 4 +- src/sdk/pynni/nni/smac_tuner/smac_tuner.py | 6 +- src/sdk/pynni/nni/tuner.py | 12 +- src/sdk/pynni/tests/test_multi_phase_tuner.py | 110 ---------- src/sdk/pynni/tests/test_tuner.py | 12 +- test/async_sharing_test/simple_tuner.py | 4 +- .../multi_phase/multi_phase.test.yml | 6 +- .../multi_phase/multi_phase_batch.test.yml | 20 ++ .../multi_phase_evolution.test.yml | 22 ++ .../multi_phase/multi_phase_grid.test.yml | 20 ++ .../multi_phase/multi_phase_metis.test.yml | 22 ++ .../multi_phase/multi_phase_tpe.test.yml | 22 ++ .../multi_thread/multi_thread_tuner.py | 4 +- test/naive_test/naive_tuner.py | 4 +- tools/nni_trial_tool/constants.py | 4 +- tools/nni_trial_tool/trial_keeper.py | 105 ++++++++-- tools/nni_trial_tool/url_utils.py | 8 +- 37 files changed, 400 insertions(+), 509 deletions(-) delete mode 100644 src/sdk/pynni/nni/multi_phase/__init__.py delete mode 100644 src/sdk/pynni/nni/multi_phase/multi_phase_dispatcher.py delete mode 100644 src/sdk/pynni/nni/multi_phase/multi_phase_tuner.py delete mode 100644 src/sdk/pynni/tests/test_multi_phase_tuner.py create mode 100644 test/config_test/multi_phase/multi_phase_batch.test.yml create mode 100644 test/config_test/multi_phase/multi_phase_evolution.test.yml create mode 100644 test/config_test/multi_phase/multi_phase_grid.test.yml create mode 100644 test/config_test/multi_phase/multi_phase_metis.test.yml create mode 100644 test/config_test/multi_phase/multi_phase_tpe.test.yml diff --git a/docs/en_US/CustomizeTuner.md b/docs/en_US/CustomizeTuner.md index 6b5f2b820c..8228b2dd5f 100644 --- a/docs/en_US/CustomizeTuner.md +++ b/docs/en_US/CustomizeTuner.md @@ -31,7 +31,7 @@ class CustomizedTuner(Tuner): def __init__(self, ...): ... - def receive_trial_result(self, parameter_id, parameters, value): + def receive_trial_result(self, parameter_id, parameters, value, **kwargs): ''' Receive trial's final result. parameter_id: int @@ -41,7 +41,7 @@ class CustomizedTuner(Tuner): # your code implements here. ... - def generate_parameters(self, parameter_id): + def generate_parameters(self, parameter_id, **kwargs): ''' Returns a set of trial (hyper-)parameters, as a serializable object parameter_id: int @@ -51,7 +51,7 @@ class CustomizedTuner(Tuner): ... ``` -`receive_trial_result` will receive the `parameter_id, parameters, value` as parameters input. Also, Tuner will receive the `value` object are exactly same value that Trial send. +`receive_trial_result` will receive the `parameter_id, parameters, value` as parameters input. Also, Tuner will receive the `value` object are exactly same value that Trial send. If `multiPhase` is set to `true` in the experiment configuration file, an additional `trial_job_id` parameter is passed to `receive_trial_result` and `generate_parameters` through the `**kwargs` parameter. The `your_parameters` return from `generate_parameters` function, will be package as json object by NNI SDK. NNI SDK will unpack json object so the Trial will receive the exact same `your_parameters` from Tuner. @@ -59,7 +59,7 @@ For example: If the you implement the `generate_parameters` like this: ```python -def generate_parameters(self, parameter_id): +def generate_parameters(self, parameter_id, **kwargs): ''' Returns a set of trial (hyper-)parameters, as a serializable object parameter_id: int diff --git a/docs/en_US/MultiPhase.md b/docs/en_US/MultiPhase.md index 6859144a0f..5c73fc6453 100644 --- a/docs/en_US/MultiPhase.md +++ b/docs/en_US/MultiPhase.md @@ -38,7 +38,15 @@ To enable multi-phase, you should also add `multiPhase: true` in your experiment ### Write a tuner that leverages multi-phase: -Before writing a multi-phase tuner, we highly suggest you to go through [Customize Tuner](https://nni.readthedocs.io/en/latest/Customize_Tuner.html). Different from writing a normal tuner, your tuner needs to inherit from `MultiPhaseTuner` (in nni.multi_phase_tuner). The key difference between `Tuner` and `MultiPhaseTuner` is that the methods in MultiPhaseTuner are aware of additional information, that is, `trial_job_id`. With this information, the tuner could know which trial is requesting a configuration, and which trial is reporting results. This information provides enough flexibility for your tuner to deal with different trials and different phases. For example, you may want to use the trial_job_id parameter of generate_parameters method to generate hyperparameters for a specific trial job. +Before writing a multi-phase tuner, we highly suggest you to go through [Customize Tuner](https://nni.readthedocs.io/en/latest/Customize_Tuner.html). Same as writing a normal tuner, your tuner needs to inherit from `Tuner` class. When you enable multi-phase through configuration (set `multiPhase` to true), your tuner will get an additional parameter `trial_job_id` via tuner's following methods: +``` +generate_parameters +generate_multiple_parameters +receive_trial_result +receive_customized_trial_result +trial_end +``` +With this information, the tuner could know which trial is requesting a configuration, and which trial is reporting results. This information provides enough flexibility for your tuner to deal with different trials and different phases. For example, you may want to use the trial_job_id parameter of generate_parameters method to generate hyperparameters for a specific trial job. Of course, to use your multi-phase tuner, __you should add `multiPhase: true` in your experiment YAML configure file__. diff --git a/examples/tuners/ga_customer_tuner/customer_tuner.py b/examples/tuners/ga_customer_tuner/customer_tuner.py index fec2289a49..2620d86499 100644 --- a/examples/tuners/ga_customer_tuner/customer_tuner.py +++ b/examples/tuners/ga_customer_tuner/customer_tuner.py @@ -79,7 +79,7 @@ def __init__(self, optimize_mode, population_size = 32): logger.debug('init population done.') return - def generate_parameters(self, parameter_id): + def generate_parameters(self, parameter_id, **kwargs): """Returns a set of trial graph config, as a serializable object. parameter_id : int """ @@ -109,7 +109,7 @@ def generate_parameters(self, parameter_id): return temp - def receive_trial_result(self, parameter_id, parameters, value): + def receive_trial_result(self, parameter_id, parameters, value, **kwargs): ''' Record an observation of the objective function parameter_id : int diff --git a/examples/tuners/random_nas_tuner/random_nas_tuner.py b/examples/tuners/random_nas_tuner/random_nas_tuner.py index 30594e2ca6..f5e500120c 100644 --- a/examples/tuners/random_nas_tuner/random_nas_tuner.py +++ b/examples/tuners/random_nas_tuner/random_nas_tuner.py @@ -49,12 +49,12 @@ def update_search_space(self, search_space): self.searchspace_json = search_space self.random_state = np.random.RandomState() - def generate_parameters(self, parameter_id): + def generate_parameters(self, parameter_id, **kwargs): '''generate ''' return random_archi_generator(self.searchspace_json, self.random_state) - def receive_trial_result(self, parameter_id, parameters, value): + def receive_trial_result(self, parameter_id, parameters, value, **kwargs): '''receive ''' pass diff --git a/examples/tuners/weight_sharing/ga_customer_tuner/customer_tuner.py b/examples/tuners/weight_sharing/ga_customer_tuner/customer_tuner.py index 86328859c6..68b110d051 100644 --- a/examples/tuners/weight_sharing/ga_customer_tuner/customer_tuner.py +++ b/examples/tuners/weight_sharing/ga_customer_tuner/customer_tuner.py @@ -112,7 +112,7 @@ def init_population(self, population_size, graph_max_layer, graph_min_layer): population.append(Individual(indiv_id=self.generate_new_id(), graph_cfg=graph_tmp, result=None)) return population - def generate_parameters(self, parameter_id): + def generate_parameters(self, parameter_id, **kwargs): """Returns a set of trial graph config, as a serializable object. An example configuration: ```json @@ -196,7 +196,7 @@ def generate_parameters(self, parameter_id): logger.debug("trial {} ready".format(indiv.indiv_id)) return param_json - def receive_trial_result(self, parameter_id, parameters, value): + def receive_trial_result(self, parameter_id, parameters, value, **kwargs): ''' Record an observation of the objective function parameter_id : int diff --git a/src/nni_manager/training_service/common/clusterJobRestServer.ts b/src/nni_manager/training_service/common/clusterJobRestServer.ts index 08787cf831..155cfda118 100644 --- a/src/nni_manager/training_service/common/clusterJobRestServer.ts +++ b/src/nni_manager/training_service/common/clusterJobRestServer.ts @@ -58,6 +58,10 @@ export abstract class ClusterJobRestServer extends RestServer { this.port = basePort + 1; } + get apiRootUrl(): string { + return this.API_ROOT_URL; + } + public get clusterRestServerPort(): number { if (this.port === undefined) { throw new Error('PAI Rest server port is undefined'); @@ -87,7 +91,7 @@ export abstract class ClusterJobRestServer extends RestServer { protected abstract handleTrialMetrics(jobId : string, trialMetrics : any[]) : void; // tslint:disable: no-unsafe-any no-any - private createRestHandler() : Router { + protected createRestHandler() : Router { const router: Router = Router(); router.use((req: Request, res: Response, next: any) => { diff --git a/src/nni_manager/training_service/pai/paiData.ts b/src/nni_manager/training_service/pai/paiData.ts index 5ce72a7f36..8820f55cbd 100644 --- a/src/nni_manager/training_service/pai/paiData.ts +++ b/src/nni_manager/training_service/pai/paiData.ts @@ -64,11 +64,11 @@ else fi`; export const PAI_TRIAL_COMMAND_FORMAT: string = -`export NNI_PLATFORM=pai NNI_SYS_DIR={0} NNI_OUTPUT_DIR={1} NNI_TRIAL_JOB_ID={2} NNI_EXP_ID={3} NNI_TRIAL_SEQ_ID={4} \ +`export NNI_PLATFORM=pai NNI_SYS_DIR={0} NNI_OUTPUT_DIR={1} NNI_TRIAL_JOB_ID={2} NNI_EXP_ID={3} NNI_TRIAL_SEQ_ID={4} MULTI_PHASE={5} \ && cd $NNI_SYS_DIR && sh install_nni.sh \ -&& python3 -m nni_trial_tool.trial_keeper --trial_command '{5}' --nnimanager_ip '{6}' --nnimanager_port '{7}' \ ---pai_hdfs_output_dir '{8}' --pai_hdfs_host '{9}' --pai_user_name {10} --nni_hdfs_exp_dir '{11}' --webhdfs_path '/webhdfs/api/v1' \ ---nni_manager_version '{12}' --log_collection '{13}'`; +&& python3 -m nni_trial_tool.trial_keeper --trial_command '{6}' --nnimanager_ip '{7}' --nnimanager_port '{8}' \ +--pai_hdfs_output_dir '{9}' --pai_hdfs_host '{10}' --pai_user_name {11} --nni_hdfs_exp_dir '{12}' --webhdfs_path '/webhdfs/api/v1' \ +--nni_manager_version '{13}' --log_collection '{14}'`; export const PAI_OUTPUT_DIR_FORMAT: string = `hdfs://{0}:9000/`; diff --git a/src/nni_manager/training_service/pai/paiJobRestServer.ts b/src/nni_manager/training_service/pai/paiJobRestServer.ts index 06fc3a37c9..18bd8dd2b7 100644 --- a/src/nni_manager/training_service/pai/paiJobRestServer.ts +++ b/src/nni_manager/training_service/pai/paiJobRestServer.ts @@ -19,17 +19,26 @@ 'use strict'; +import { Request, Response, Router } from 'express'; import { Inject } from 'typescript-ioc'; import * as component from '../../common/component'; import { ClusterJobRestServer } from '../common/clusterJobRestServer'; import { PAITrainingService } from './paiTrainingService'; +export interface ParameterFileMeta { + readonly experimentId: string; + readonly trialId: string; + readonly filePath: string; +} + /** * PAI Training service Rest server, provides rest API to support pai job metrics update * */ @component.Singleton export class PAIJobRestServer extends ClusterJobRestServer { + private parameterFileMetaList: ParameterFileMeta[] = []; + @Inject private readonly paiTrainingService : PAITrainingService; @@ -52,4 +61,33 @@ export class PAIJobRestServer extends ClusterJobRestServer { }); } } + + protected createRestHandler(): Router { + const router: Router = super.createRestHandler(); + + router.post(`/parameter-file-meta`, (req: Request, res: Response) => { + try { + this.log.info(`POST /parameter-file-meta, body is ${JSON.stringify(req.body)}`); + this.parameterFileMetaList.push(req.body); + res.send(); + } catch (err) { + this.log.error(`POST parameter-file-meta error: ${err}`); + res.status(500); + res.send(err.message); + } + }); + + router.get(`/parameter-file-meta`, (req: Request, res: Response) => { + try { + this.log.info(`GET /parameter-file-meta`); + res.send(this.parameterFileMetaList); + } catch (err) { + this.log.error(`GET parameter-file-meta error: ${err}`); + res.status(500); + res.send(err.message); + } + }); + + return router; + } } diff --git a/src/nni_manager/training_service/pai/paiTrainingService.ts b/src/nni_manager/training_service/pai/paiTrainingService.ts index e57b679394..ad11cbfc98 100644 --- a/src/nni_manager/training_service/pai/paiTrainingService.ts +++ b/src/nni_manager/training_service/pai/paiTrainingService.ts @@ -33,7 +33,7 @@ import { MethodNotImplementedError } from '../../common/errors'; import { getExperimentId, getInitTrialSequenceId } from '../../common/experimentStartupInfo'; import { getLogger, Logger } from '../../common/log'; import { - JobApplicationForm, NNIManagerIpConfig, TrainingService, + HyperParameters, JobApplicationForm, NNIManagerIpConfig, TrainingService, TrialJobApplicationForm, TrialJobDetail, TrialJobMetric } from '../../common/trainingService'; import { delay, generateParamFileName, @@ -45,7 +45,7 @@ import { HDFSClientUtility } from './hdfsClientUtility'; import { NNIPAITrialConfig, PAIClusterConfig, PAIJobConfig, PAITaskRole } from './paiConfig'; import { PAI_LOG_PATH_FORMAT, PAI_OUTPUT_DIR_FORMAT, PAI_TRIAL_COMMAND_FORMAT, PAITrialJobDetail } from './paiData'; import { PAIJobInfoCollector } from './paiJobInfoCollector'; -import { PAIJobRestServer } from './paiJobRestServer'; +import { PAIJobRestServer, ParameterFileMeta } from './paiJobRestServer'; import * as WebHDFS from 'webhdfs'; @@ -79,6 +79,7 @@ class PAITrainingService implements TrainingService { private copyExpCodeDirPromise?: Promise; private versionCheck: boolean = true; private logCollection: string; + private isMultiPhase: boolean = false; constructor() { this.log = getLogger(); @@ -179,12 +180,22 @@ class PAITrainingService implements TrainingService { return deferred.promise; } - public updateTrialJob(trialJobId: string, form: JobApplicationForm): Promise { - throw new MethodNotImplementedError(); + public async updateTrialJob(trialJobId: string, form: JobApplicationForm): Promise { + const trialJobDetail: undefined | TrialJobDetail = this.trialJobsMap.get(trialJobId); + if (trialJobDetail === undefined) { + throw new Error(`updateTrialJob failed: ${trialJobId} not found`); + } + if (form.jobType === 'TRIAL') { + await this.writeParameterFile(trialJobId, (form).hyperParameters); + } else { + throw new Error(`updateTrialJob failed: jobType ${form.jobType} not supported.`); + } + + return trialJobDetail; } public get isMultiPhaseJobSupported(): boolean { - return false; + return true; } // tslint:disable:no-http-string @@ -336,6 +347,9 @@ class PAITrainingService implements TrainingService { case TrialConfigMetadataKey.LOG_COLLECTION: this.logCollection = value; break; + case TrialConfigMetadataKey.MULTI_PHASE: + this.isMultiPhase = (value === 'true' || value === 'True'); + break; default: //Reject for unknown keys throw new Error(`Uknown key: ${key}`); @@ -445,6 +459,7 @@ class PAITrainingService implements TrainingService { trialJobId, this.experimentId, trialJobDetail.sequenceId, + this.isMultiPhase, this.paiTrialConfig.command, nniManagerIp, this.paiRestServerPort, @@ -632,7 +647,50 @@ class PAITrainingService implements TrainingService { return Promise.race([timeoutDelay, deferred.promise]) .finally(() => { clearTimeout(timeoutId); }); } - // tslint:enable:no-any no-unsafe-any no-http-string + + private async writeParameterFile(trialJobId: string, hyperParameters: HyperParameters): Promise { + if (this.paiClusterConfig === undefined) { + throw new Error('PAI Cluster config is not initialized'); + } + if (this.paiTrialConfig === undefined) { + throw new Error('PAI trial config is not initialized'); + } + + const trialLocalTempFolder: string = path.join(getExperimentRootDir(), 'trials-local', trialJobId); + const hpFileName: string = generateParamFileName(hyperParameters); + const localFilepath: string = path.join(trialLocalTempFolder, hpFileName); + await fs.promises.writeFile(localFilepath, hyperParameters.value, { encoding: 'utf8' }); + const hdfsCodeDir: string = HDFSClientUtility.getHdfsTrialWorkDir(this.paiClusterConfig.userName, trialJobId); + const hdfsHpFilePath: string = path.join(hdfsCodeDir, hpFileName); + + await HDFSClientUtility.copyFileToHdfs(localFilepath, hdfsHpFilePath, this.hdfsClient); + + await this.postParameterFileMeta({ + experimentId: this.experimentId, + trialId: trialJobId, + filePath: hdfsHpFilePath + }); + } + + private postParameterFileMeta(parameterFileMeta: ParameterFileMeta): Promise { + const deferred : Deferred = new Deferred(); + const restServer: PAIJobRestServer = component.get(PAIJobRestServer); + const req: request.Options = { + uri: `${restServer.endPoint}${restServer.apiRootUrl}/parameter-file-meta`, + method: 'POST', + json: true, + body: parameterFileMeta + }; + request(req, (err: Error, res: request.Response) => { + if (err) { + deferred.reject(err); + } else { + deferred.resolve(); + } + }); + + return deferred.promise; + } } export { PAITrainingService }; diff --git a/src/sdk/pynni/nni/__main__.py b/src/sdk/pynni/nni/__main__.py index 96021fd2b6..c7f7cb5708 100644 --- a/src/sdk/pynni/nni/__main__.py +++ b/src/sdk/pynni/nni/__main__.py @@ -28,9 +28,8 @@ import importlib from .constants import ModuleName, ClassName, ClassArgs, AdvisorModuleName, AdvisorClassName -from nni.common import enable_multi_thread +from nni.common import enable_multi_thread, enable_multi_phase from nni.msg_dispatcher import MsgDispatcher -from nni.multi_phase.multi_phase_dispatcher import MultiPhaseMsgDispatcher logger = logging.getLogger('nni.main') logger.debug('START') @@ -126,6 +125,8 @@ def main(): args = parse_args() if args.multi_thread: enable_multi_thread() + if args.multi_phase: + enable_multi_phase() if args.advisor_class_name: # advisor is enabled and starts to run @@ -180,10 +181,7 @@ def main(): if assessor is None: raise AssertionError('Failed to create Assessor instance') - if args.multi_phase: - dispatcher = MultiPhaseMsgDispatcher(tuner, assessor) - else: - dispatcher = MsgDispatcher(tuner, assessor) + dispatcher = MsgDispatcher(tuner, assessor) try: dispatcher.run() diff --git a/src/sdk/pynni/nni/batch_tuner/batch_tuner.py b/src/sdk/pynni/nni/batch_tuner/batch_tuner.py index 8e08fb3f82..4342c89ab1 100644 --- a/src/sdk/pynni/nni/batch_tuner/batch_tuner.py +++ b/src/sdk/pynni/nni/batch_tuner/batch_tuner.py @@ -78,7 +78,7 @@ def update_search_space(self, search_space): """ self.values = self.is_valid(search_space) - def generate_parameters(self, parameter_id): + def generate_parameters(self, parameter_id, **kwargs): """Returns a dict of trial (hyper-)parameters, as a serializable object. Parameters @@ -90,7 +90,7 @@ def generate_parameters(self, parameter_id): raise nni.NoMoreTrialError('no more parameters now.') return self.values[self.count] - def receive_trial_result(self, parameter_id, parameters, value): + def receive_trial_result(self, parameter_id, parameters, value, **kwargs): pass def import_data(self, data): diff --git a/src/sdk/pynni/nni/common.py b/src/sdk/pynni/nni/common.py index f46c10657f..a4018296c3 100644 --- a/src/sdk/pynni/nni/common.py +++ b/src/sdk/pynni/nni/common.py @@ -69,6 +69,7 @@ def init_logger(logger_file_path, log_level_name='info'): sys.stdout = _LoggerFileWrapper(logger_file) _multi_thread = False +_multi_phase = False def enable_multi_thread(): global _multi_thread @@ -76,3 +77,10 @@ def enable_multi_thread(): def multi_thread_enabled(): return _multi_thread + +def enable_multi_phase(): + global _multi_phase + _multi_phase = True + +def multi_phase_enabled(): + return _multi_phase diff --git a/src/sdk/pynni/nni/evolution_tuner/evolution_tuner.py b/src/sdk/pynni/nni/evolution_tuner/evolution_tuner.py index 360c2d3291..638a2be30a 100644 --- a/src/sdk/pynni/nni/evolution_tuner/evolution_tuner.py +++ b/src/sdk/pynni/nni/evolution_tuner/evolution_tuner.py @@ -188,7 +188,7 @@ def update_search_space(self, search_space): self.searchspace_json, is_rand, self.random_state) self.population.append(Individual(config=config)) - def generate_parameters(self, parameter_id): + def generate_parameters(self, parameter_id, **kwargs): """Returns a dict of trial (hyper-)parameters, as a serializable object. Parameters @@ -232,7 +232,7 @@ def generate_parameters(self, parameter_id): config = split_index(total_config) return config - def receive_trial_result(self, parameter_id, parameters, value): + def receive_trial_result(self, parameter_id, parameters, value, **kwargs): '''Record the result from a trial Parameters diff --git a/src/sdk/pynni/nni/gridsearch_tuner/gridsearch_tuner.py b/src/sdk/pynni/nni/gridsearch_tuner/gridsearch_tuner.py index fc5b520168..98c43d1cc6 100644 --- a/src/sdk/pynni/nni/gridsearch_tuner/gridsearch_tuner.py +++ b/src/sdk/pynni/nni/gridsearch_tuner/gridsearch_tuner.py @@ -137,7 +137,7 @@ def update_search_space(self, search_space): ''' self.expanded_search_space = self.json2parameter(search_space) - def generate_parameters(self, parameter_id): + def generate_parameters(self, parameter_id, **kwargs): self.count += 1 while (self.count <= len(self.expanded_search_space)-1): _params_tuple = convert_dict2tuple(self.expanded_search_space[self.count]) @@ -147,7 +147,7 @@ def generate_parameters(self, parameter_id): return self.expanded_search_space[self.count] raise nni.NoMoreTrialError('no more parameters now.') - def receive_trial_result(self, parameter_id, parameters, value): + def receive_trial_result(self, parameter_id, parameters, value, **kwargs): pass def import_data(self, data): diff --git a/src/sdk/pynni/nni/hyperopt_tuner/hyperopt_tuner.py b/src/sdk/pynni/nni/hyperopt_tuner/hyperopt_tuner.py index 0b203a8e73..a1f3bc37d5 100644 --- a/src/sdk/pynni/nni/hyperopt_tuner/hyperopt_tuner.py +++ b/src/sdk/pynni/nni/hyperopt_tuner/hyperopt_tuner.py @@ -248,7 +248,7 @@ def update_search_space(self, search_space): verbose=0) self.rval.catch_eval_exceptions = False - def generate_parameters(self, parameter_id): + def generate_parameters(self, parameter_id, **kwargs): """ Returns a set of trial (hyper-)parameters, as a serializable object. @@ -269,7 +269,7 @@ def generate_parameters(self, parameter_id): params = split_index(total_params) return params - def receive_trial_result(self, parameter_id, parameters, value): + def receive_trial_result(self, parameter_id, parameters, value, **kwargs): """ Record an observation of the objective function diff --git a/src/sdk/pynni/nni/metis_tuner/metis_tuner.py b/src/sdk/pynni/nni/metis_tuner/metis_tuner.py index dd1e273280..95f32a7c92 100644 --- a/src/sdk/pynni/nni/metis_tuner/metis_tuner.py +++ b/src/sdk/pynni/nni/metis_tuner/metis_tuner.py @@ -174,7 +174,7 @@ def _pack_output(self, init_parameter): return output - def generate_parameters(self, parameter_id): + def generate_parameters(self, parameter_id, **kwargs): """Generate next parameter for trial If the number of trial result is lower than cold start number, metis will first random generate some parameters. @@ -205,7 +205,7 @@ def generate_parameters(self, parameter_id): return results - def receive_trial_result(self, parameter_id, parameters, value): + def receive_trial_result(self, parameter_id, parameters, value, **kwargs): """Tuner receive result from trial. Parameters diff --git a/src/sdk/pynni/nni/msg_dispatcher.py b/src/sdk/pynni/nni/msg_dispatcher.py index dfb3d60af7..eb337c7344 100644 --- a/src/sdk/pynni/nni/msg_dispatcher.py +++ b/src/sdk/pynni/nni/msg_dispatcher.py @@ -18,7 +18,6 @@ # OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. # ================================================================================================== -import os import logging from collections import defaultdict import json_tricks @@ -26,7 +25,7 @@ from .protocol import CommandType, send from .msg_dispatcher_base import MsgDispatcherBase from .assessor import AssessResult -from .common import multi_thread_enabled +from .common import multi_thread_enabled, multi_phase_enabled from .env_vars import dispatcher_env_vars _logger = logging.getLogger(__name__) @@ -61,13 +60,19 @@ def _create_parameter_id(): _next_parameter_id += 1 return _next_parameter_id - 1 -def _pack_parameter(parameter_id, params, customized=False): +def _pack_parameter(parameter_id, params, customized=False, trial_job_id=None, parameter_index=None): _trial_params[parameter_id] = params ret = { 'parameter_id': parameter_id, 'parameter_source': 'customized' if customized else 'algorithm', 'parameters': params } + if trial_job_id is not None: + ret['trial_job_id'] = trial_job_id + if parameter_index is not None: + ret['parameter_index'] = parameter_index + else: + ret['parameter_index'] = 0 return json_tricks.dumps(ret) class MsgDispatcher(MsgDispatcherBase): @@ -133,8 +138,13 @@ def handle_report_metric_data(self, data): elif data['type'] == 'PERIODICAL': if self.assessor is not None: self._handle_intermediate_metric_data(data) - else: - pass + elif data['type'] == 'REQUEST_PARAMETER': + assert multi_phase_enabled() + assert data['trial_job_id'] is not None + assert data['parameter_index'] is not None + param_id = _create_parameter_id() + param = self.tuner.generate_parameters(param_id, trial_job_id=data['trial_job_id']) + send(CommandType.SendTrialJobParameter, _pack_parameter(param_id, param, trial_job_id=data['trial_job_id'], parameter_index=data['parameter_index'])) else: raise ValueError('Data type not supported: {}'.format(data['type'])) @@ -160,9 +170,15 @@ def _handle_final_metric_data(self, data): id_ = data['parameter_id'] value = data['value'] if id_ in _customized_parameter_ids: - self.tuner.receive_customized_trial_result(id_, _trial_params[id_], value) + if multi_phase_enabled(): + self.tuner.receive_customized_trial_result(id_, _trial_params[id_], value, trial_job_id=data['trial_job_id']) + else: + self.tuner.receive_customized_trial_result(id_, _trial_params[id_], value) else: - self.tuner.receive_trial_result(id_, _trial_params[id_], value) + if multi_phase_enabled(): + self.tuner.receive_trial_result(id_, _trial_params[id_], value, trial_job_id=data['trial_job_id']) + else: + self.tuner.receive_trial_result(id_, _trial_params[id_], value) def _handle_intermediate_metric_data(self, data): """Call assessor to process intermediate results diff --git a/src/sdk/pynni/nni/multi_phase/__init__.py b/src/sdk/pynni/nni/multi_phase/__init__.py deleted file mode 100644 index e69de29bb2..0000000000 diff --git a/src/sdk/pynni/nni/multi_phase/multi_phase_dispatcher.py b/src/sdk/pynni/nni/multi_phase/multi_phase_dispatcher.py deleted file mode 100644 index a4a6dbecbe..0000000000 --- a/src/sdk/pynni/nni/multi_phase/multi_phase_dispatcher.py +++ /dev/null @@ -1,198 +0,0 @@ -# Copyright (c) Microsoft Corporation. All rights reserved. -# -# MIT License -# -# Permission is hereby granted, free of charge, to any person obtaining a copy of this software and -# associated documentation files (the "Software"), to deal in the Software without restriction, -# including without limitation the rights to use, copy, modify, merge, publish, distribute, -# sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is -# furnished to do so, subject to the following conditions: -# -# The above copyright notice and this permission notice shall be included in all copies or -# substantial portions of the Software. -# -# THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT -# NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND -# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, -# DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT -# OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. -# ================================================================================================== - -import logging -from collections import defaultdict -import json_tricks - -from nni.protocol import CommandType, send -from nni.msg_dispatcher_base import MsgDispatcherBase -from nni.assessor import AssessResult - -_logger = logging.getLogger(__name__) - -# Assessor global variables -_trial_history = defaultdict(dict) -'''key: trial job ID; value: intermediate results, mapping from sequence number to data''' - -_ended_trials = set() -'''trial_job_id of all ended trials. -We need this because NNI manager may send metrics after reporting a trial ended. -TODO: move this logic to NNI manager -''' - -def _sort_history(history): - ret = [ ] - for i, _ in enumerate(history): - if i in history: - ret.append(history[i]) - else: - break - return ret - -# Tuner global variables -_next_parameter_id = 0 -_trial_params = {} -'''key: trial job ID; value: parameters''' -_customized_parameter_ids = set() - -def _create_parameter_id(): - global _next_parameter_id # pylint: disable=global-statement - _next_parameter_id += 1 - return _next_parameter_id - 1 - -def _pack_parameter(parameter_id, params, customized=False, trial_job_id=None, parameter_index=None): - _trial_params[parameter_id] = params - ret = { - 'parameter_id': parameter_id, - 'parameter_source': 'customized' if customized else 'algorithm', - 'parameters': params - } - if trial_job_id is not None: - ret['trial_job_id'] = trial_job_id - if parameter_index is not None: - ret['parameter_index'] = parameter_index - else: - ret['parameter_index'] = 0 - return json_tricks.dumps(ret) - -class MultiPhaseMsgDispatcher(MsgDispatcherBase): - def __init__(self, tuner, assessor=None): - super(MultiPhaseMsgDispatcher, self).__init__() - self.tuner = tuner - self.assessor = assessor - if assessor is None: - _logger.debug('Assessor is not configured') - - def load_checkpoint(self): - self.tuner.load_checkpoint() - if self.assessor is not None: - self.assessor.load_checkpoint() - - def save_checkpoint(self): - self.tuner.save_checkpoint() - if self.assessor is not None: - self.assessor.save_checkpoint() - - def handle_initialize(self, data): - ''' - data is search space - ''' - self.tuner.update_search_space(data) - send(CommandType.Initialized, '') - return True - - def handle_request_trial_jobs(self, data): - # data: number or trial jobs - ids = [_create_parameter_id() for _ in range(data)] - params_list = self.tuner.generate_multiple_parameters(ids) - assert len(ids) == len(params_list) - for i, _ in enumerate(ids): - send(CommandType.NewTrialJob, _pack_parameter(ids[i], params_list[i])) - return True - - def handle_update_search_space(self, data): - self.tuner.update_search_space(data) - return True - - def handle_import_data(self, data): - """import additional data for tuning - data: a list of dictionarys, each of which has at least two keys, 'parameter' and 'value' - """ - self.tuner.import_data(data) - return True - - def handle_add_customized_trial(self, data): - # data: parameters - id_ = _create_parameter_id() - _customized_parameter_ids.add(id_) - send(CommandType.NewTrialJob, _pack_parameter(id_, data, customized=True)) - return True - - def handle_report_metric_data(self, data): - trial_job_id = data['trial_job_id'] - if data['type'] == 'FINAL': - id_ = data['parameter_id'] - if id_ in _customized_parameter_ids: - self.tuner.receive_customized_trial_result(id_, _trial_params[id_], data['value'], trial_job_id) - else: - self.tuner.receive_trial_result(id_, _trial_params[id_], data['value'], trial_job_id) - elif data['type'] == 'PERIODICAL': - if self.assessor is not None: - self._handle_intermediate_metric_data(data) - else: - pass - elif data['type'] == 'REQUEST_PARAMETER': - assert data['trial_job_id'] is not None - assert data['parameter_index'] is not None - param_id = _create_parameter_id() - param = self.tuner.generate_parameters(param_id, trial_job_id) - send(CommandType.SendTrialJobParameter, _pack_parameter(param_id, param, trial_job_id=data['trial_job_id'], parameter_index=data['parameter_index'])) - else: - raise ValueError('Data type not supported: {}'.format(data['type'])) - - return True - - def handle_trial_end(self, data): - trial_job_id = data['trial_job_id'] - _ended_trials.add(trial_job_id) - if trial_job_id in _trial_history: - _trial_history.pop(trial_job_id) - if self.assessor is not None: - self.assessor.trial_end(trial_job_id, data['event'] == 'SUCCEEDED') - if self.tuner is not None: - self.tuner.trial_end(json_tricks.loads(data['hyper_params'])['parameter_id'], data['event'] == 'SUCCEEDED', trial_job_id) - return True - - def handle_import_data(self, data): - pass - - def _handle_intermediate_metric_data(self, data): - if data['type'] != 'PERIODICAL': - return True - if self.assessor is None: - return True - - trial_job_id = data['trial_job_id'] - if trial_job_id in _ended_trials: - return True - - history = _trial_history[trial_job_id] - history[data['sequence']] = data['value'] - ordered_history = _sort_history(history) - if len(ordered_history) < data['sequence']: # no user-visible update since last time - return True - - try: - result = self.assessor.assess_trial(trial_job_id, ordered_history) - except Exception as e: - _logger.exception('Assessor error') - - if isinstance(result, bool): - result = AssessResult.Good if result else AssessResult.Bad - elif not isinstance(result, AssessResult): - msg = 'Result of Assessor.assess_trial must be an object of AssessResult, not %s' - raise RuntimeError(msg % type(result)) - - if result is AssessResult.Bad: - _logger.debug('BAD, kill %s', trial_job_id) - send(CommandType.KillTrialJob, json_tricks.dumps(trial_job_id)) - else: - _logger.debug('GOOD') diff --git a/src/sdk/pynni/nni/multi_phase/multi_phase_tuner.py b/src/sdk/pynni/nni/multi_phase/multi_phase_tuner.py deleted file mode 100644 index e777dbe095..0000000000 --- a/src/sdk/pynni/nni/multi_phase/multi_phase_tuner.py +++ /dev/null @@ -1,106 +0,0 @@ -# Copyright (c) Microsoft Corporation. All rights reserved. -# -# MIT License -# -# Permission is hereby granted, free of charge, to any person obtaining a copy of this software and -# associated documentation files (the "Software"), to deal in the Software without restriction, -# including without limitation the rights to use, copy, modify, merge, publish, distribute, -# sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is -# furnished to do so, subject to the following conditions: -# -# The above copyright notice and this permission notice shall be included in all copies or -# substantial portions of the Software. -# -# THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT -# NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND -# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, -# DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT -# OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. -# ================================================================================================== - - -import logging - -from nni.recoverable import Recoverable - -_logger = logging.getLogger(__name__) - - -class MultiPhaseTuner(Recoverable): - # pylint: disable=no-self-use,unused-argument - - def generate_parameters(self, parameter_id, trial_job_id=None): - """Returns a set of trial (hyper-)parameters, as a serializable object. - User code must override either this function or 'generate_multiple_parameters()'. - parameter_id: identifier of the parameter (int) - """ - raise NotImplementedError('Tuner: generate_parameters not implemented') - - def generate_multiple_parameters(self, parameter_id_list): - """Returns multiple sets of trial (hyper-)parameters, as iterable of serializable objects. - Call 'generate_parameters()' by 'count' times by default. - User code must override either this function or 'generate_parameters()'. - parameter_id_list: list of int - """ - return [self.generate_parameters(parameter_id) for parameter_id in parameter_id_list] - - def receive_trial_result(self, parameter_id, parameters, value, trial_job_id): - """Invoked when a trial reports its final result. Must override. - parameter_id: identifier of the parameter (int) - parameters: object created by 'generate_parameters()' - value: object reported by trial - trial_job_id: identifier of the trial (str) - """ - raise NotImplementedError('Tuner: receive_trial_result not implemented') - - def receive_customized_trial_result(self, parameter_id, parameters, value, trial_job_id): - """Invoked when a trial added by WebUI reports its final result. Do nothing by default. - parameter_id: identifier of the parameter (int) - parameters: object created by user - value: object reported by trial - trial_job_id: identifier of the trial (str) - """ - _logger.info('Customized trial job %s ignored by tuner', parameter_id) - - def trial_end(self, parameter_id, success, trial_job_id): - """Invoked when a trial is completed or terminated. Do nothing by default. - parameter_id: identifier of the parameter (int) - success: True if the trial successfully completed; False if failed or terminated - trial_job_id: identifier of the trial (str) - """ - pass - - def update_search_space(self, search_space): - """Update the search space of tuner. Must override. - search_space: JSON object - """ - raise NotImplementedError('Tuner: update_search_space not implemented') - - def import_data(self, data): - """Import additional data for tuning - data: a list of dictionarys, each of which has at least two keys, 'parameter' and 'value' - """ - pass - - def load_checkpoint(self): - """Load the checkpoint of tuner. - path: checkpoint directory for tuner - """ - checkpoin_path = self.get_checkpoint_path() - _logger.info('Load checkpoint ignored by tuner, checkpoint path: %s' % checkpoin_path) - - def save_checkpoint(self): - """Save the checkpoint of tuner. - path: checkpoint directory for tuner - """ - checkpoin_path = self.get_checkpoint_path() - _logger.info('Save checkpoint ignored by tuner, checkpoint path: %s' % checkpoin_path) - - def _on_exit(self): - pass - - def _on_error(self): - pass - - def import_data(self, data): - pass diff --git a/src/sdk/pynni/nni/networkmorphism_tuner/networkmorphism_tuner.py b/src/sdk/pynni/nni/networkmorphism_tuner/networkmorphism_tuner.py index 507f816c28..d92870acbd 100644 --- a/src/sdk/pynni/nni/networkmorphism_tuner/networkmorphism_tuner.py +++ b/src/sdk/pynni/nni/networkmorphism_tuner/networkmorphism_tuner.py @@ -123,7 +123,7 @@ def update_search_space(self, search_space): """ self.search_space = search_space - def generate_parameters(self, parameter_id): + def generate_parameters(self, parameter_id, **kwargs): """ Returns a set of trial neural architecture, as a serializable object. @@ -152,7 +152,7 @@ def generate_parameters(self, parameter_id): return json_out - def receive_trial_result(self, parameter_id, parameters, value): + def receive_trial_result(self, parameter_id, parameters, value, **kwargs): """ Record an observation of the objective function. Parameters diff --git a/src/sdk/pynni/nni/smac_tuner/smac_tuner.py b/src/sdk/pynni/nni/smac_tuner/smac_tuner.py index 108be642bf..2eaf27b2bc 100644 --- a/src/sdk/pynni/nni/smac_tuner/smac_tuner.py +++ b/src/sdk/pynni/nni/smac_tuner/smac_tuner.py @@ -151,7 +151,7 @@ def update_search_space(self, search_space): else: self.logger.warning('update search space is not supported.') - def receive_trial_result(self, parameter_id, parameters, value): + def receive_trial_result(self, parameter_id, parameters, value, **kwargs): """receive_trial_result Parameters @@ -209,7 +209,7 @@ def convert_loguniform_categorical(self, challenger_dict): converted_dict[key] = value return converted_dict - def generate_parameters(self, parameter_id): + def generate_parameters(self, parameter_id, **kwargs): """generate one instance of hyperparameters Parameters @@ -232,7 +232,7 @@ def generate_parameters(self, parameter_id): self.total_data[parameter_id] = challenger return self.convert_loguniform_categorical(challenger.get_dictionary()) - def generate_multiple_parameters(self, parameter_id_list): + def generate_multiple_parameters(self, parameter_id_list, **kwargs): """generate mutiple instances of hyperparameters Parameters diff --git a/src/sdk/pynni/nni/tuner.py b/src/sdk/pynni/nni/tuner.py index c2e1c59d01..0d995f94c5 100644 --- a/src/sdk/pynni/nni/tuner.py +++ b/src/sdk/pynni/nni/tuner.py @@ -30,14 +30,14 @@ class Tuner(Recoverable): # pylint: disable=no-self-use,unused-argument - def generate_parameters(self, parameter_id): + def generate_parameters(self, parameter_id, **kwargs): """Returns a set of trial (hyper-)parameters, as a serializable object. User code must override either this function or 'generate_multiple_parameters()'. parameter_id: int """ raise NotImplementedError('Tuner: generate_parameters not implemented') - def generate_multiple_parameters(self, parameter_id_list): + def generate_multiple_parameters(self, parameter_id_list, **kwargs): """Returns multiple sets of trial (hyper-)parameters, as iterable of serializable objects. Call 'generate_parameters()' by 'count' times by default. User code must override either this function or 'generate_parameters()'. @@ -49,13 +49,13 @@ def generate_multiple_parameters(self, parameter_id_list): for parameter_id in parameter_id_list: try: _logger.debug("generating param for {}".format(parameter_id)) - res = self.generate_parameters(parameter_id) + res = self.generate_parameters(parameter_id, **kwargs) except nni.NoMoreTrialError: return result result.append(res) return result - def receive_trial_result(self, parameter_id, parameters, value): + def receive_trial_result(self, parameter_id, parameters, value, **kwargs): """Invoked when a trial reports its final result. Must override. parameter_id: int parameters: object created by 'generate_parameters()' @@ -63,7 +63,7 @@ def receive_trial_result(self, parameter_id, parameters, value): """ raise NotImplementedError('Tuner: receive_trial_result not implemented') - def receive_customized_trial_result(self, parameter_id, parameters, value): + def receive_customized_trial_result(self, parameter_id, parameters, value, **kwargs): """Invoked when a trial added by WebUI reports its final result. Do nothing by default. parameter_id: int parameters: object created by user @@ -71,7 +71,7 @@ def receive_customized_trial_result(self, parameter_id, parameters, value): """ _logger.info('Customized trial job %s ignored by tuner', parameter_id) - def trial_end(self, parameter_id, success): + def trial_end(self, parameter_id, success, **kwargs): """Invoked when a trial is completed or terminated. Do nothing by default. parameter_id: int success: True if the trial successfully completed; False if failed or terminated diff --git a/src/sdk/pynni/tests/test_multi_phase_tuner.py b/src/sdk/pynni/tests/test_multi_phase_tuner.py deleted file mode 100644 index aef611402c..0000000000 --- a/src/sdk/pynni/tests/test_multi_phase_tuner.py +++ /dev/null @@ -1,110 +0,0 @@ -# Copyright (c) Microsoft Corporation. All rights reserved. -# -# MIT License -# -# Permission is hereby granted, free of charge, to any person obtaining a copy of this software and -# associated documentation files (the "Software"), to deal in the Software without restriction, -# including without limitation the rights to use, copy, modify, merge, publish, distribute, -# sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is -# furnished to do so, subject to the following conditions: -# -# The above copyright notice and this permission notice shall be included in all copies or -# substantial portions of the Software. -# -# THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT -# NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND -# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, -# DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT -# OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. -# ================================================================================================== - - -import logging -import random -from io import BytesIO - -import nni -import nni.protocol -from nni.protocol import CommandType, send, receive -from nni.multi_phase.multi_phase_tuner import MultiPhaseTuner -from nni.multi_phase.multi_phase_dispatcher import MultiPhaseMsgDispatcher - -from unittest import TestCase, main - -class NaiveMultiPhaseTuner(MultiPhaseTuner): - ''' - supports only choices - ''' - def __init__(self): - self.search_space = None - - def generate_parameters(self, parameter_id, trial_job_id=None): - """Returns a set of trial (hyper-)parameters, as a serializable object. - User code must override either this function or 'generate_multiple_parameters()'. - parameter_id: int - """ - generated_parameters = {} - if self.search_space is None: - raise AssertionError('Search space not specified') - for k in self.search_space: - param = self.search_space[k] - if not param['_type'] == 'choice': - raise ValueError('Only choice type is supported') - param_values = param['_value'] - generated_parameters[k] = param_values[random.randint(0, len(param_values)-1)] - logging.getLogger(__name__).debug(generated_parameters) - return generated_parameters - - - def receive_trial_result(self, parameter_id, parameters, value, trial_job_id): - logging.getLogger(__name__).debug('receive_trial_result: {},{},{},{}'.format(parameter_id, parameters, value, trial_job_id)) - - def receive_customized_trial_result(self, parameter_id, parameters, value, trial_job_id): - pass - - def update_search_space(self, search_space): - self.search_space = search_space - - -_in_buf = BytesIO() -_out_buf = BytesIO() - -def _reverse_io(): - _in_buf.seek(0) - _out_buf.seek(0) - nni.protocol._out_file = _in_buf - nni.protocol._in_file = _out_buf - -def _restore_io(): - _in_buf.seek(0) - _out_buf.seek(0) - nni.protocol._in_file = _in_buf - nni.protocol._out_file = _out_buf - -def _test_tuner(): - _reverse_io() # now we are sending to Tuner's incoming stream - send(CommandType.UpdateSearchSpace, "{\"learning_rate\": {\"_value\": [0.0001, 0.001, 0.002, 0.005, 0.01], \"_type\": \"choice\"}, \"optimizer\": {\"_value\": [\"Adam\", \"SGD\"], \"_type\": \"choice\"}}") - send(CommandType.RequestTrialJobs, '2') - send(CommandType.ReportMetricData, '{"parameter_id":0,"type":"PERIODICAL","value":10,"trial_job_id":"abc"}') - send(CommandType.ReportMetricData, '{"parameter_id":1,"type":"FINAL","value":11,"trial_job_id":"abc"}') - send(CommandType.AddCustomizedTrialJob, '{"param":-1}') - send(CommandType.ReportMetricData, '{"parameter_id":2,"type":"FINAL","value":22,"trial_job_id":"abc"}') - send(CommandType.RequestTrialJobs, '1') - send(CommandType.TrialEnd, '{"trial_job_id":"abc"}') - _restore_io() - - tuner = NaiveMultiPhaseTuner() - dispatcher = MultiPhaseMsgDispatcher(tuner) - dispatcher.run() - - _reverse_io() # now we are receiving from Tuner's outgoing stream - - command, data = receive() # this one is customized - print(command, data) - -class MultiPhaseTestCase(TestCase): - def test_tuner(self): - _test_tuner() - -if __name__ == '__main__': - main() \ No newline at end of file diff --git a/src/sdk/pynni/tests/test_tuner.py b/src/sdk/pynni/tests/test_tuner.py index 7b44d60695..41e80cfa6d 100644 --- a/src/sdk/pynni/tests/test_tuner.py +++ b/src/sdk/pynni/tests/test_tuner.py @@ -35,7 +35,7 @@ def __init__(self): self.trial_results = [ ] self.search_space = None - def generate_parameters(self, parameter_id): + def generate_parameters(self, parameter_id, **kwargs): # report Tuner's internal states to generated parameters, # so we don't need to pause the main loop self.param += 2 @@ -45,7 +45,7 @@ def generate_parameters(self, parameter_id): 'search_space': self.search_space } - def receive_trial_result(self, parameter_id, parameters, value): + def receive_trial_result(self, parameter_id, parameters, value, **kwargs): reward = extract_scalar_reward(value) self.trial_results.append((parameter_id, parameters['param'], reward, False)) @@ -103,11 +103,9 @@ def test_tuner(self): command, data = receive() # this one is customized data = json.loads(data) self.assertIs(command, CommandType.NewTrialJob) - self.assertEqual(data, { - 'parameter_id': 2, - 'parameter_source': 'customized', - 'parameters': { 'param': -1 } - }) + self.assertEqual(data['parameter_id'], 2) + self.assertEqual(data['parameter_source'], 'customized') + self.assertEqual(data['parameters'], { 'param': -1 }) self._assert_params(3, 6, [[1,4,11,False], [2,-1,22,True]], {'name':'SS0'}) diff --git a/test/async_sharing_test/simple_tuner.py b/test/async_sharing_test/simple_tuner.py index de40ea9117..0252d4819a 100644 --- a/test/async_sharing_test/simple_tuner.py +++ b/test/async_sharing_test/simple_tuner.py @@ -22,7 +22,7 @@ def __init__(self): self.sig_event = Event() self.thread_lock = Lock() - def generate_parameters(self, parameter_id): + def generate_parameters(self, parameter_id, **kwargs): if self.f_id is None: self.thread_lock.acquire() self.f_id = parameter_id @@ -50,7 +50,7 @@ def generate_parameters(self, parameter_id): self.thread_lock.release() return self.trial_meta[parameter_id] - def receive_trial_result(self, parameter_id, parameters, reward): + def receive_trial_result(self, parameter_id, parameters, reward, **kwargs): self.thread_lock.acquire() if parameter_id == self.f_id: self.trial_meta[parameter_id]['checksum'] = reward['checksum'] diff --git a/test/config_test/multi_phase/multi_phase.test.yml b/test/config_test/multi_phase/multi_phase.test.yml index 46996a9680..af21870320 100644 --- a/test/config_test/multi_phase/multi_phase.test.yml +++ b/test/config_test/multi_phase/multi_phase.test.yml @@ -6,9 +6,9 @@ trialConcurrency: 4 searchSpacePath: ./search_space.json tuner: - codeDir: ../../../src/sdk/pynni/tests - classFileName: test_multi_phase_tuner.py - className: NaiveMultiPhaseTuner + builtinTunerName: TPE + classArgs: + optimize_mode: maximize trial: codeDir: . diff --git a/test/config_test/multi_phase/multi_phase_batch.test.yml b/test/config_test/multi_phase/multi_phase_batch.test.yml new file mode 100644 index 0000000000..089cec9c04 --- /dev/null +++ b/test/config_test/multi_phase/multi_phase_batch.test.yml @@ -0,0 +1,20 @@ +authorName: nni +experimentName: default_test +maxExecDuration: 5m +maxTrialNum: 8 +trialConcurrency: 4 +searchSpacePath: ./search_space.json + +tuner: + builtinTunerName: BatchTuner + +trial: + codeDir: . + command: python3 multi_phase.py + gpuNum: 0 + +useAnnotation: false +multiPhase: true +multiThread: false + +trainingServicePlatform: local diff --git a/test/config_test/multi_phase/multi_phase_evolution.test.yml b/test/config_test/multi_phase/multi_phase_evolution.test.yml new file mode 100644 index 0000000000..bc06b8a256 --- /dev/null +++ b/test/config_test/multi_phase/multi_phase_evolution.test.yml @@ -0,0 +1,22 @@ +authorName: nni +experimentName: default_test +maxExecDuration: 5m +maxTrialNum: 8 +trialConcurrency: 4 +searchSpacePath: ./search_space.json + +tuner: + builtinTunerName: Evolution + classArgs: + optimize_mode: maximize + +trial: + codeDir: . + command: python3 multi_phase.py + gpuNum: 0 + +useAnnotation: false +multiPhase: true +multiThread: false + +trainingServicePlatform: local diff --git a/test/config_test/multi_phase/multi_phase_grid.test.yml b/test/config_test/multi_phase/multi_phase_grid.test.yml new file mode 100644 index 0000000000..793224e40e --- /dev/null +++ b/test/config_test/multi_phase/multi_phase_grid.test.yml @@ -0,0 +1,20 @@ +authorName: nni +experimentName: default_test +maxExecDuration: 5m +maxTrialNum: 8 +trialConcurrency: 4 +searchSpacePath: ./search_space.json + +tuner: + builtinTunerName: GridSearch + +trial: + codeDir: . + command: python3 multi_phase.py + gpuNum: 0 + +useAnnotation: false +multiPhase: true +multiThread: false + +trainingServicePlatform: local diff --git a/test/config_test/multi_phase/multi_phase_metis.test.yml b/test/config_test/multi_phase/multi_phase_metis.test.yml new file mode 100644 index 0000000000..16b0c8a07a --- /dev/null +++ b/test/config_test/multi_phase/multi_phase_metis.test.yml @@ -0,0 +1,22 @@ +authorName: nni +experimentName: default_test +maxExecDuration: 5m +maxTrialNum: 8 +trialConcurrency: 4 +searchSpacePath: ./search_space.json + +tuner: + builtinTunerName: MetisTuner + classArgs: + optimize_mode: maximize + +trial: + codeDir: . + command: python3 multi_phase.py + gpuNum: 0 + +useAnnotation: false +multiPhase: true +multiThread: false + +trainingServicePlatform: local diff --git a/test/config_test/multi_phase/multi_phase_tpe.test.yml b/test/config_test/multi_phase/multi_phase_tpe.test.yml new file mode 100644 index 0000000000..af21870320 --- /dev/null +++ b/test/config_test/multi_phase/multi_phase_tpe.test.yml @@ -0,0 +1,22 @@ +authorName: nni +experimentName: default_test +maxExecDuration: 5m +maxTrialNum: 8 +trialConcurrency: 4 +searchSpacePath: ./search_space.json + +tuner: + builtinTunerName: TPE + classArgs: + optimize_mode: maximize + +trial: + codeDir: . + command: python3 multi_phase.py + gpuNum: 0 + +useAnnotation: false +multiPhase: true +multiThread: false + +trainingServicePlatform: local diff --git a/test/config_test/multi_thread/multi_thread_tuner.py b/test/config_test/multi_thread/multi_thread_tuner.py index 77fb3983be..e6db0d39a4 100644 --- a/test/config_test/multi_thread/multi_thread_tuner.py +++ b/test/config_test/multi_thread/multi_thread_tuner.py @@ -6,7 +6,7 @@ class MultiThreadTuner(Tuner): def __init__(self): self.parent_done = False - def generate_parameters(self, parameter_id): + def generate_parameters(self, parameter_id, **kwargs): if parameter_id == 0: return {'x': 0} else: @@ -14,7 +14,7 @@ def generate_parameters(self, parameter_id): time.sleep(2) return {'x': 1} - def receive_trial_result(self, parameter_id, parameters, value): + def receive_trial_result(self, parameter_id, parameters, value, **kwargs): if parameter_id == 0: self.parent_done = True diff --git a/test/naive_test/naive_tuner.py b/test/naive_test/naive_tuner.py index 3e5bb73df1..e5692fdcd7 100644 --- a/test/naive_test/naive_tuner.py +++ b/test/naive_test/naive_tuner.py @@ -16,12 +16,12 @@ def __init__(self, optimize_mode): self.cur = 0 _logger.info('init') - def generate_parameters(self, parameter_id): + def generate_parameters(self, parameter_id, **kwargs): self.cur += 1 _logger.info('generate parameters: %s' % self.cur) return { 'x': self.cur } - def receive_trial_result(self, parameter_id, parameters, value): + def receive_trial_result(self, parameter_id, parameters, value, **kwargs): reward = extract_scalar_reward(value) _logger.info('receive trial result: %s, %s, %s' % (parameter_id, parameters, reward)) _result.write('%d %d\n' % (parameters['x'], reward)) diff --git a/tools/nni_trial_tool/constants.py b/tools/nni_trial_tool/constants.py index a55cc19abd..2dc25a8678 100644 --- a/tools/nni_trial_tool/constants.py +++ b/tools/nni_trial_tool/constants.py @@ -36,6 +36,8 @@ STDOUT_API = '/stdout' VERSION_API = '/version' +PARAMETER_META_API = '/parameter-file-meta' NNI_SYS_DIR = os.environ['NNI_SYS_DIR'] NNI_TRIAL_JOB_ID = os.environ['NNI_TRIAL_JOB_ID'] -NNI_EXP_ID = os.environ['NNI_EXP_ID'] \ No newline at end of file +NNI_EXP_ID = os.environ['NNI_EXP_ID'] +MULTI_PHASE = os.environ['MULTI_PHASE'] diff --git a/tools/nni_trial_tool/trial_keeper.py b/tools/nni_trial_tool/trial_keeper.py index 5306de44af..2c4d31139c 100644 --- a/tools/nni_trial_tool/trial_keeper.py +++ b/tools/nni_trial_tool/trial_keeper.py @@ -28,30 +28,27 @@ import sys import select import json +import threading from pyhdfs import HdfsClient import pkg_resources -from .rest_utils import rest_post -from .url_utils import gen_send_stdout_url, gen_send_version_url +from .rest_utils import rest_post, rest_get +from .url_utils import gen_send_stdout_url, gen_send_version_url, gen_parameter_meta_url -from .constants import HOME_DIR, LOG_DIR, NNI_PLATFORM, STDOUT_FULL_PATH, STDERR_FULL_PATH -from .hdfsClientUtility import copyDirectoryToHdfs, copyHdfsDirectoryToLocal +from .constants import HOME_DIR, LOG_DIR, NNI_PLATFORM, STDOUT_FULL_PATH, STDERR_FULL_PATH, \ + MULTI_PHASE, NNI_TRIAL_JOB_ID, NNI_SYS_DIR, NNI_EXP_ID +from .hdfsClientUtility import copyDirectoryToHdfs, copyHdfsDirectoryToLocal, copyHdfsFileToLocal from .log_utils import LogType, nni_log, RemoteLogger, PipeLogReader, StdOutputType logger = logging.getLogger('trial_keeper') regular = re.compile('v?(?P[0-9](\.[0-9]){0,1}).*') -def main_loop(args): - '''main loop logic for trial keeper''' +_hdfs_client = None - if not os.path.exists(LOG_DIR): - os.makedirs(LOG_DIR) +def get_hdfs_client(args): + global _hdfs_client - stdout_file = open(STDOUT_FULL_PATH, 'a+') - stderr_file = open(STDERR_FULL_PATH, 'a+') - trial_keeper_syslogger = RemoteLogger(args.nnimanager_ip, args.nnimanager_port, 'trial_keeper', StdOutputType.Stdout, args.log_collection) - # redirect trial keeper's stdout and stderr to syslog - trial_syslogger_stdout = RemoteLogger(args.nnimanager_ip, args.nnimanager_port, 'trial', StdOutputType.Stdout, args.log_collection) - sys.stdout = sys.stderr = trial_keeper_syslogger + if _hdfs_client is not None: + return _hdfs_client # backward compatibility hdfs_host = None hdfs_output_dir = None @@ -59,21 +56,41 @@ def main_loop(args): hdfs_host = args.hdfs_host elif args.pai_hdfs_host: hdfs_host = args.pai_hdfs_host - if args.hdfs_output_dir: - hdfs_output_dir = args.hdfs_output_dir - elif args.pai_hdfs_output_dir: - hdfs_output_dir = args.pai_hdfs_output_dir + else: + return None if hdfs_host is not None and args.nni_hdfs_exp_dir is not None: try: if args.webhdfs_path: - hdfs_client = HdfsClient(hosts='{0}:80'.format(hdfs_host), user_name=args.pai_user_name, webhdfs_path=args.webhdfs_path, timeout=5) + _hdfs_client = HdfsClient(hosts='{0}:80'.format(hdfs_host), user_name=args.pai_user_name, webhdfs_path=args.webhdfs_path, timeout=5) else: # backward compatibility - hdfs_client = HdfsClient(hosts='{0}:{1}'.format(hdfs_host, '50070'), user_name=args.pai_user_name, timeout=5) + _hdfs_client = HdfsClient(hosts='{0}:{1}'.format(hdfs_host, '50070'), user_name=args.pai_user_name, timeout=5) except Exception as e: nni_log(LogType.Error, 'Create HDFS client error: ' + str(e)) raise e + return _hdfs_client + +def main_loop(args): + '''main loop logic for trial keeper''' + + if not os.path.exists(LOG_DIR): + os.makedirs(LOG_DIR) + + stdout_file = open(STDOUT_FULL_PATH, 'a+') + stderr_file = open(STDERR_FULL_PATH, 'a+') + trial_keeper_syslogger = RemoteLogger(args.nnimanager_ip, args.nnimanager_port, 'trial_keeper', StdOutputType.Stdout, args.log_collection) + # redirect trial keeper's stdout and stderr to syslog + trial_syslogger_stdout = RemoteLogger(args.nnimanager_ip, args.nnimanager_port, 'trial', StdOutputType.Stdout, args.log_collection) + sys.stdout = sys.stderr = trial_keeper_syslogger + if args.hdfs_output_dir: + hdfs_output_dir = args.hdfs_output_dir + elif args.pai_hdfs_output_dir: + hdfs_output_dir = args.pai_hdfs_output_dir + + hdfs_client = get_hdfs_client(args) + + if hdfs_client is not None: copyHdfsDirectoryToLocal(args.nni_hdfs_exp_dir, os.getcwd(), hdfs_client) # Notice: We don't appoint env, which means subprocess wil inherit current environment and that is expected behavior @@ -138,6 +155,52 @@ def check_version(args): except AttributeError as err: nni_log(LogType.Error, err) +def is_multi_phase(): + return MULTI_PHASE and (MULTI_PHASE in ['True', 'true']) + +def download_parameter(meta_list, args): + """ + Download parameter file to local working directory. + meta_list format is defined in paiJobRestServer.ts + example meta_list: + [ + {"experimentId":"yWFJarYa","trialId":"UpPkl","filePath":"/chec/nni/experiments/yWFJarYa/trials/UpPkl/parameter_1.cfg"}, + {"experimentId":"yWFJarYa","trialId":"aIUMA","filePath":"/chec/nni/experiments/yWFJarYa/trials/aIUMA/parameter_1.cfg"} + ] + """ + nni_log(LogType.Debug, str(meta_list)) + nni_log(LogType.Debug, 'NNI_SYS_DIR: {}, trial Id: {}, experiment ID: {}'.format(NNI_SYS_DIR, NNI_TRIAL_JOB_ID, NNI_EXP_ID)) + nni_log(LogType.Debug, 'NNI_SYS_DIR files: {}'.format(os.listdir(NNI_SYS_DIR))) + for meta in meta_list: + if meta['experimentId'] == NNI_EXP_ID and meta['trialId'] == NNI_TRIAL_JOB_ID: + param_fp = os.path.join(NNI_SYS_DIR, os.path.basename(meta['filePath'])) + if not os.path.exists(param_fp): + hdfs_client = get_hdfs_client(args) + copyHdfsFileToLocal(meta['filePath'], param_fp, hdfs_client, override=False) + +def fetch_parameter_file(args): + class FetchThread(threading.Thread): + def __init__(self, args): + super(FetchThread, self).__init__() + self.args = args + + def run(self): + uri = gen_parameter_meta_url(self.args.nnimanager_ip, self.args.nnimanager_port) + nni_log(LogType.Info, uri) + + while True: + res = rest_get(uri, 10) + nni_log(LogType.Debug, 'status code: {}'.format(res.status_code)) + if res.status_code == 200: + meta_list = res.json() + download_parameter(meta_list, self.args) + else: + nni_log(LogType.Warning, 'rest response: {}'.format(str(res))) + time.sleep(5) + + fetch_file_thread = FetchThread(args) + fetch_file_thread.start() + if __name__ == '__main__': '''NNI Trial Keeper main function''' PARSER = argparse.ArgumentParser() @@ -159,6 +222,8 @@ def check_version(args): exit(1) check_version(args) try: + if is_multi_phase(): + fetch_parameter_file(args) main_loop(args) except SystemExit as se: nni_log(LogType.Info, 'NNI trial keeper exit with code {}'.format(se.code)) diff --git a/tools/nni_trial_tool/url_utils.py b/tools/nni_trial_tool/url_utils.py index 94c37c0b03..988b330c02 100644 --- a/tools/nni_trial_tool/url_utils.py +++ b/tools/nni_trial_tool/url_utils.py @@ -18,7 +18,7 @@ # DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, # OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. -from .constants import API_ROOT_URL, BASE_URL, STDOUT_API, NNI_TRIAL_JOB_ID, NNI_EXP_ID, VERSION_API +from .constants import API_ROOT_URL, BASE_URL, STDOUT_API, NNI_TRIAL_JOB_ID, NNI_EXP_ID, VERSION_API, PARAMETER_META_API def gen_send_stdout_url(ip, port): '''Generate send stdout url''' @@ -26,4 +26,8 @@ def gen_send_stdout_url(ip, port): def gen_send_version_url(ip, port): '''Generate send error url''' - return '{0}:{1}{2}{3}/{4}/{5}'.format(BASE_URL.format(ip), port, API_ROOT_URL, VERSION_API, NNI_EXP_ID, NNI_TRIAL_JOB_ID) \ No newline at end of file + return '{0}:{1}{2}{3}/{4}/{5}'.format(BASE_URL.format(ip), port, API_ROOT_URL, VERSION_API, NNI_EXP_ID, NNI_TRIAL_JOB_ID) + +def gen_parameter_meta_url(ip, port): + '''Generate send error url''' + return '{0}:{1}{2}{3}'.format(BASE_URL.format(ip), port, API_ROOT_URL, PARAMETER_META_API) From 97829ccdf3387409e18e85361f6edaddb158e995 Mon Sep 17 00:00:00 2001 From: Lijiao <35484733+lvybriage@users.noreply.github.com> Date: Mon, 24 Jun 2019 16:24:19 +0800 Subject: [PATCH 7/7] Show intermediate results other keys in intermediate modal (#1196) * Show intermediate other keys in intermediate modal * delete Chinese notes --- docs/en_US/WebUI.md | 9 +- docs/img/intermediate.png | Bin 36797 -> 0 bytes docs/img/webui-img/addColumn.png | Bin 26818 -> 36542 bytes docs/img/webui-img/compare.png | Bin 0 -> 63226 bytes docs/img/webui-img/copyParameter.png | Bin 34349 -> 35705 bytes docs/img/webui-img/detail-local.png | Bin 33835 -> 38048 bytes docs/img/webui-img/detail-pai.png | Bin 22597 -> 14087 bytes docs/img/webui-img/intermediate.png | Bin 0 -> 19319 bytes docs/img/webui-img/over1.png | Bin 63354 -> 69280 bytes .../src/components/trial-detail/TableList.tsx | 77 +++++++++++++++++- src/webui/src/static/style/search.scss | 10 +++ 11 files changed, 90 insertions(+), 6 deletions(-) delete mode 100644 docs/img/intermediate.png create mode 100644 docs/img/webui-img/compare.png create mode 100644 docs/img/webui-img/intermediate.png diff --git a/docs/en_US/WebUI.md b/docs/en_US/WebUI.md index 918540aeee..48f58a4697 100644 --- a/docs/en_US/WebUI.md +++ b/docs/en_US/WebUI.md @@ -8,6 +8,7 @@ Click the tab "Overview". * Support to download the experiment result. * Support to export nni-manager and dispatcher log file. * If you have any question, you can click "Feedback" to report it. +* If your experiment have more than 1000 trials, you can change the refresh interval on here. ![](../img/webui-img/over1.png) * See good performance trials. @@ -58,6 +59,10 @@ Click the tab "Trials Detail" to see the status of the all trials. Specifically: ![](../img/webui-img/addColumn.png) +* If you want to compare some trials, you can select them and then click "Compare" to see the results. + +![](../img/webui-img/compare.png) + * You can use the button named "Copy as python" to copy trial's parameters. ![](../img/webui-img/copyParameter.png) @@ -69,6 +74,6 @@ Click the tab "Trials Detail" to see the status of the all trials. 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b/src/webui/src/components/trial-detail/TableList.tsx @@ -1,7 +1,8 @@ import * as React from 'react'; import axios from 'axios'; import ReactEcharts from 'echarts-for-react'; -import { Row, Table, Button, Popconfirm, Modal, Checkbox } from 'antd'; +import { Row, Table, Button, Popconfirm, Modal, Checkbox, Select } from 'antd'; +const Option = Select.Option; const CheckboxGroup = Checkbox.Group; import { MANAGER_IP, trialJobStatus, COLUMN, COLUMN_INDEX } from '../../static/const'; import { convertDuration, intermediateGraphOption, killJob } from '../../static/function'; @@ -42,6 +43,9 @@ interface TableListState { selectRows: Array; isShowCompareModal: boolean; selectedRowKeys: string[] | number[]; + intermediateData: Array; // a trial's intermediate results (include dict) + intermediateId: string; + intermediateOtherKeys: Array; } interface ColumnIndex { @@ -67,7 +71,10 @@ class TableList extends React.Component { isShowCompareModal: false, columnSelected: COLUMN, selectRows: [], - selectedRowKeys: [] // after modal closed 清掉选择的痕迹 + selectedRowKeys: [], // close selected trial message after modal closed + intermediateData: [], + intermediateId: '', + intermediateOtherKeys: [] }; } @@ -81,6 +88,12 @@ class TableList extends React.Component { const intermediateArr: number[] = []; // support intermediate result is dict because the last intermediate result is // final result in a succeed trial, it may be a dict. + // get intermediate result dict keys array + let otherkeys: Array = ['default']; + if (res.data.length !== 0) { + otherkeys = Object.keys(JSON.parse(res.data[0].data)); + } + // intermediateArr just store default val Object.keys(res.data).map(item => { const temp = JSON.parse(res.data[item].data); if (typeof temp === 'object') { @@ -92,7 +105,10 @@ class TableList extends React.Component { const intermediate = intermediateGraphOption(intermediateArr, id); if (this._isMounted) { this.setState(() => ({ - intermediateOption: intermediate + intermediateData: res.data, // store origin intermediate data for a trial + intermediateOption: intermediate, + intermediateOtherKeys: otherkeys, + intermediateId: id })); } } @@ -104,6 +120,38 @@ class TableList extends React.Component { } } + selectOtherKeys = (value: string) => { + + const isShowDefault: boolean = value === 'default' ? true : false; + const { intermediateData, intermediateId } = this.state; + const intermediateArr: number[] = []; + // just watch default key-val + if (isShowDefault === true) { + Object.keys(intermediateData).map(item => { + const temp = JSON.parse(intermediateData[item].data); + if (typeof temp === 'object') { + intermediateArr.push(temp[value]); + } else { + intermediateArr.push(temp); + } + }); + } else { + Object.keys(intermediateData).map(item => { + const temp = JSON.parse(intermediateData[item].data); + if (typeof temp === 'object') { + intermediateArr.push(temp[value]); + } + }); + } + const intermediate = intermediateGraphOption(intermediateArr, intermediateId); + // re-render + if (this._isMounted) { + this.setState(() => ({ + intermediateOption: intermediate + })); + } + } + hideIntermediateModal = () => { if (this._isMounted) { this.setState({ @@ -230,7 +278,7 @@ class TableList extends React.Component { const { entries, tableSource, updateList } = this.props; const { intermediateOption, modalVisible, isShowColumn, columnSelected, - selectRows, isShowCompareModal, selectedRowKeys } = this.state; + selectRows, isShowCompareModal, selectedRowKeys, intermediateOtherKeys } = this.state; const rowSelection = { selectedRowKeys: selectedRowKeys, onChange: (selected: string[] | number[], selectedRows: Array) => { @@ -475,6 +523,27 @@ class TableList extends React.Component { destroyOnClose={true} width="80%" > + { + intermediateOtherKeys.length > 1 + ? + + + + + : +
    + } Modal*/ +.selectKeys{ + /* intermediate result is dict, select box for keys */ + .select{ + width: 120px; + float: right; + margin-right: 10%; + } +} +