hastic-server/server/dist/server.js

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/***/ "./src/config.ts":
/*!***********************!*\
  !*** ./src/config.ts ***!
  \***********************/
/*! no static exports found */
/***/ (function(module, exports, __webpack_require__) {

"use strict";


Object.defineProperty(exports, "__esModule", { value: true });
const path = __webpack_require__(/*! path */ "path");
exports.ANALYTICS_PATH = path.join(__dirname, '../../analytics');
exports.DATA_PATH = path.join(__dirname, '../../data');
exports.DATASETS_PATH = path.join(exports.DATA_PATH, 'datasets');
exports.ANOMALIES_PATH = path.join(exports.DATA_PATH, 'anomalies');
exports.MODELS_PATH = path.join(exports.DATA_PATH, 'models');
exports.METRICS_PATH = path.join(exports.DATA_PATH, 'metrics');
exports.SEGMENTS_PATH = path.join(exports.DATA_PATH, 'segments');

/***/ }),

/***/ "./src/index.ts":
/*!**********************!*\
  !*** ./src/index.ts ***!
  \**********************/
/*! no static exports found */
/***/ (function(module, exports, __webpack_require__) {

"use strict";


var __awaiter = undefined && undefined.__awaiter || function (thisArg, _arguments, P, generator) {
    return new (P || (P = Promise))(function (resolve, reject) {
        function fulfilled(value) {
            try {
                step(generator.next(value));
            } catch (e) {
                reject(e);
            }
        }
        function rejected(value) {
            try {
                step(generator["throw"](value));
            } catch (e) {
                reject(e);
            }
        }
        function step(result) {
            result.done ? resolve(result.value) : new P(function (resolve) {
                resolve(result.value);
            }).then(fulfilled, rejected);
        }
        step((generator = generator.apply(thisArg, _arguments || [])).next());
    });
};
Object.defineProperty(exports, "__esModule", { value: true });
const Koa = __webpack_require__(/*! koa */ "koa");
const Router = __webpack_require__(/*! koa-router */ "koa-router");
const bodyParser = __webpack_require__(/*! koa-bodyparser */ "koa-bodyparser");
const anomalies_1 = __webpack_require__(/*! ./routes/anomalies */ "./src/routes/anomalies.ts");
const segments_1 = __webpack_require__(/*! ./routes/segments */ "./src/routes/segments.ts");
const alerts_1 = __webpack_require__(/*! ./routes/alerts */ "./src/routes/alerts.ts");
const data_1 = __webpack_require__(/*! ./services/data */ "./src/services/data.ts");
data_1.checkDataFolders();
var app = new Koa();
const PORT = process.env.HASTIC_PORT || 8000;
app.use(bodyParser());
app.use(function (ctx, next) {
    return __awaiter(this, void 0, void 0, function* () {
        ctx.set('Access-Control-Allow-Origin', '*');
        ctx.set('Access-Control-Allow-Methods', 'GET, POST, PUT, DELETE, PATCH, OPTIONS');
        ctx.set('Access-Control-Allow-Headers', 'Origin, X-Requested-With, Content-Type, Accept');
        next();
    });
});
var rootRouter = new Router();
rootRouter.use('/anomalies', anomalies_1.router.routes(), anomalies_1.router.allowedMethods());
rootRouter.use('/segments', segments_1.router.routes(), segments_1.router.allowedMethods());
rootRouter.use('/alerts', alerts_1.router.routes(), alerts_1.router.allowedMethods());
rootRouter.get('/', ctx => __awaiter(undefined, void 0, void 0, function* () {
    ctx.response.body = { status: 'Ok ok' };
}));
app.use(rootRouter.routes()).use(rootRouter.allowedMethods());
app.listen(PORT, () => {
    console.log(`Server is running on :${PORT}`);
});

/***/ }),

/***/ "./src/routes/alerts.ts":
/*!******************************!*\
  !*** ./src/routes/alerts.ts ***!
  \******************************/
/*! no static exports found */
/***/ (function(module, exports, __webpack_require__) {

"use strict";


Object.defineProperty(exports, "__esModule", { value: true });
const anomalyType_1 = __webpack_require__(/*! ../services/anomalyType */ "./src/services/anomalyType.ts");
const alerts_1 = __webpack_require__(/*! ../services/alerts */ "./src/services/alerts.ts");
const Router = __webpack_require__(/*! koa-router */ "koa-router");
function getAlert(ctx) {
    let anomalyId = ctx.request.query.anomaly_id;
    let anomaly = anomalyType_1.loadAnomalyById(anomalyId);
    if (anomaly == null) {
        anomalyId = anomalyType_1.getAnomalyIdByName(anomalyId.toLowerCase());
    }
    let alertsAnomalies = alerts_1.getAlertsAnomalies();
    let pos = alertsAnomalies.indexOf(anomalyId);
    let enable = pos !== -1;
    ctx.response.body = { enable };
}
function changeAlert(ctx) {
    let anomalyId = ctx.request.body.anomaly_id;
    let enable = ctx.request.body.enable;
    let anomaly = anomalyType_1.loadAnomalyById(anomalyId);
    if (anomaly == null) {
        anomalyId = anomalyType_1.getAnomalyIdByName(anomalyId.toLowerCase());
    }
    let alertsAnomalies = alerts_1.getAlertsAnomalies();
    let pos = alertsAnomalies.indexOf(anomalyId);
    if (enable && pos == -1) {
        alertsAnomalies.push(anomalyId);
        alerts_1.saveAlertsAnomalies(alertsAnomalies);
    } else if (!enable && pos > -1) {
        alertsAnomalies.splice(pos, 1);
        alerts_1.saveAlertsAnomalies(alertsAnomalies);
    }
    ctx.response.body = { status: 'OK' };
}
exports.router = new Router();
exports.router.get('/', getAlert);
exports.router.post('/', changeAlert);

/***/ }),

/***/ "./src/routes/anomalies.ts":
/*!*********************************!*\
  !*** ./src/routes/anomalies.ts ***!
  \*********************************/
/*! no static exports found */
/***/ (function(module, exports, __webpack_require__) {

"use strict";


var __awaiter = undefined && undefined.__awaiter || function (thisArg, _arguments, P, generator) {
    return new (P || (P = Promise))(function (resolve, reject) {
        function fulfilled(value) {
            try {
                step(generator.next(value));
            } catch (e) {
                reject(e);
            }
        }
        function rejected(value) {
            try {
                step(generator["throw"](value));
            } catch (e) {
                reject(e);
            }
        }
        function step(result) {
            result.done ? resolve(result.value) : new P(function (resolve) {
                resolve(result.value);
            }).then(fulfilled, rejected);
        }
        step((generator = generator.apply(thisArg, _arguments || [])).next());
    });
};
Object.defineProperty(exports, "__esModule", { value: true });
const Router = __webpack_require__(/*! koa-router */ "koa-router");
const anomalyType_1 = __webpack_require__(/*! ../services/anomalyType */ "./src/services/anomalyType.ts");
const analytics_1 = __webpack_require__(/*! ../services/analytics */ "./src/services/analytics.ts");
const metrics_1 = __webpack_require__(/*! ../services/metrics */ "./src/services/metrics.ts");
function sendAnomalyTypeStatus(ctx) {
    return __awaiter(this, void 0, void 0, function* () {
        let id = ctx.request.query.id;
        let name = ctx.request.query.name;
        try {
            let anomaly;
            if (id !== undefined) {
                anomaly = anomalyType_1.loadAnomalyById(id);
            } else {
                anomaly = anomalyType_1.loadAnomalyByName(name);
            }
            if (anomaly === null) {
                ctx.response.status = 404;
                return;
            }
            if (anomaly.status === undefined) {
                throw new Error('No status for ' + name);
            }
            ctx.response.body = { status: anomaly.status, errorMessage: anomaly.error };
        } catch (e) {
            console.error(e);
            // TODO: better send 404 when we know than isn`t found
            ctx.response.status = 500;
            ctx.response.body = { error: 'Can`t return anything' };
        }
    });
}
function getAnomaly(ctx) {
    return __awaiter(this, void 0, void 0, function* () {
        try {
            let id = ctx.request.query.id;
            let name = ctx.request.query.name;
            let anomaly;
            if (id !== undefined) {
                anomaly = anomalyType_1.loadAnomalyById(id);
            } else {
                anomaly = anomalyType_1.loadAnomalyByName(name.toLowerCase());
            }
            if (anomaly === null) {
                ctx.response.status = 404;
                return;
            }
            ctx.response.body = {
                name: anomaly.name,
                metric: anomaly.metric,
                status: anomaly.status
            };
        } catch (e) {
            console.error(e);
            // TODO: better send 404 when we know than isn`t found
            ctx.response.status = 500;
            ctx.response.body = 'Can`t get anything';
        }
    });
}
function createAnomaly(ctx) {
    return __awaiter(this, void 0, void 0, function* () {
        try {
            let body = ctx.request.body;
            const metric = {
                datasource: body.metric.datasource,
                targets: metrics_1.saveTargets(body.metric.targets)
            };
            const anomaly = {
                name: body.name,
                panelUrl: body.panelUrl,
                pattern: body.pattern.toLowerCase(),
                metric: metric,
                datasource: body.datasource,
                status: 'learning',
                last_prediction_time: 0,
                next_id: 0
            };
            let anomalyId = anomalyType_1.insertAnomaly(anomaly);
            if (anomalyId === null) {
                ctx.response.status = 403;
                ctx.response.body = {
                    code: 403,
                    message: 'Already exists'
                };
            }
            ctx.response.body = { anomaly_id: anomalyId };
            analytics_1.runLearning(anomalyId);
        } catch (e) {
            ctx.response.status = 500;
            ctx.response.body = {
                code: 500,
                message: 'Internal error'
            };
        }
    });
}
function deleteAnomaly(ctx) {
    try {
        let id = ctx.request.query.id;
        let name = ctx.request.query.name;
        if (id !== undefined) {
            anomalyType_1.removeAnomaly(id);
        } else {
            anomalyType_1.removeAnomaly(name.toLowerCase());
        }
        ctx.response.body = {
            code: 200,
            message: 'Success'
        };
    } catch (e) {
        ctx.response.status = 500;
        ctx.response.body = {
            code: 500,
            message: 'Internal error'
        };
    }
}
exports.router = new Router();
exports.router.get('/status', sendAnomalyTypeStatus);
exports.router.get('/', getAnomaly);
exports.router.post('/', createAnomaly);
exports.router.delete('/', deleteAnomaly);

/***/ }),

/***/ "./src/routes/segments.ts":
/*!********************************!*\
  !*** ./src/routes/segments.ts ***!
  \********************************/
/*! no static exports found */
/***/ (function(module, exports, __webpack_require__) {

"use strict";


var __awaiter = undefined && undefined.__awaiter || function (thisArg, _arguments, P, generator) {
    return new (P || (P = Promise))(function (resolve, reject) {
        function fulfilled(value) {
            try {
                step(generator.next(value));
            } catch (e) {
                reject(e);
            }
        }
        function rejected(value) {
            try {
                step(generator["throw"](value));
            } catch (e) {
                reject(e);
            }
        }
        function step(result) {
            result.done ? resolve(result.value) : new P(function (resolve) {
                resolve(result.value);
            }).then(fulfilled, rejected);
        }
        step((generator = generator.apply(thisArg, _arguments || [])).next());
    });
};
Object.defineProperty(exports, "__esModule", { value: true });
const Router = __webpack_require__(/*! koa-router */ "koa-router");
const segments_1 = __webpack_require__(/*! ../services/segments */ "./src/services/segments.ts");
const anomalyType_1 = __webpack_require__(/*! ../services/anomalyType */ "./src/services/anomalyType.ts");
const analytics_1 = __webpack_require__(/*! ../services/analytics */ "./src/services/analytics.ts");
function sendSegments(ctx) {
    return __awaiter(this, void 0, void 0, function* () {
        let anomalyId = ctx.request.query.anomaly_id;
        let anomaly = anomalyType_1.loadAnomalyById(anomalyId);
        if (anomaly === null) {
            anomalyId = anomalyType_1.getAnomalyIdByName(anomalyId);
        }
        let lastSegmentId = ctx.request.query.last_segment;
        let timeFrom = ctx.request.query.from;
        let timeTo = ctx.request.query.to;
        let segments = segments_1.getLabeledSegments(anomalyId);
        // Id filtering
        if (lastSegmentId !== undefined) {
            segments = segments.filter(el => el.id > lastSegmentId);
        }
        // Time filtering
        if (timeFrom !== undefined) {
            segments = segments.filter(el => el.finish > timeFrom);
        }
        if (timeTo !== undefined) {
            segments = segments.filter(el => el.start < timeTo);
        }
        ctx.response.body = { segments };
    });
}
function updateSegments(ctx) {
    return __awaiter(this, void 0, void 0, function* () {
        try {
            let segmentsUpdate = ctx.request.body;
            let anomalyId = segmentsUpdate.anomaly_id;
            let anomalyName = segmentsUpdate.name;
            if (anomalyId === undefined) {
                anomalyId = anomalyType_1.getAnomalyIdByName(anomalyName.toLowerCase());
            }
            let addedIds = segments_1.insertSegments(anomalyId, segmentsUpdate.added_segments, true);
            segments_1.removeSegments(anomalyId, segmentsUpdate.removed_segments);
            ctx.response.body = { added_ids: addedIds };
            analytics_1.runLearning(anomalyId);
        } catch (e) {
            ctx.response.status = 500;
            ctx.response.body = {
                code: 500,
                message: 'Internal error'
            };
        }
    });
}
exports.router = new Router();
exports.router.get('/', sendSegments);
exports.router.patch('/', updateSegments);

/***/ }),

/***/ "./src/services/alerts.ts":
/*!********************************!*\
  !*** ./src/services/alerts.ts ***!
  \********************************/
/*! no static exports found */
/***/ (function(module, exports, __webpack_require__) {

"use strict";


var __awaiter = undefined && undefined.__awaiter || function (thisArg, _arguments, P, generator) {
    return new (P || (P = Promise))(function (resolve, reject) {
        function fulfilled(value) {
            try {
                step(generator.next(value));
            } catch (e) {
                reject(e);
            }
        }
        function rejected(value) {
            try {
                step(generator["throw"](value));
            } catch (e) {
                reject(e);
            }
        }
        function step(result) {
            result.done ? resolve(result.value) : new P(function (resolve) {
                resolve(result.value);
            }).then(fulfilled, rejected);
        }
        step((generator = generator.apply(thisArg, _arguments || [])).next());
    });
};
Object.defineProperty(exports, "__esModule", { value: true });
const json_1 = __webpack_require__(/*! ./json */ "./src/services/json.ts");
const analytics_1 = __webpack_require__(/*! ./analytics */ "./src/services/analytics.ts");
const notification_1 = __webpack_require__(/*! ./notification */ "./src/services/notification.ts");
const segments_1 = __webpack_require__(/*! ./segments */ "./src/services/segments.ts");
const config_1 = __webpack_require__(/*! ../config */ "./src/config.ts");
const path = __webpack_require__(/*! path */ "path");
const fs = __webpack_require__(/*! fs */ "fs");
const ALERTS_DB_PATH = path.join(config_1.ANOMALIES_PATH, `alerts_anomalies.json`);
function getAlertsAnomalies() {
    if (!fs.existsSync(ALERTS_DB_PATH)) {
        saveAlertsAnomalies([]);
    }
    return json_1.getJsonDataSync(ALERTS_DB_PATH);
}
exports.getAlertsAnomalies = getAlertsAnomalies;
function saveAlertsAnomalies(anomalies) {
    return json_1.writeJsonDataSync(ALERTS_DB_PATH, anomalies);
}
exports.saveAlertsAnomalies = saveAlertsAnomalies;
function processAlerts(anomalyId) {
    let segments = segments_1.getLabeledSegments(anomalyId);
    const currentTime = new Date().getTime();
    const activeAlert = activeAlerts.has(anomalyId);
    let newActiveAlert = false;
    if (segments.length > 0) {
        let lastSegment = segments[segments.length - 1];
        if (lastSegment.finish >= currentTime - alertTimeout) {
            newActiveAlert = true;
        }
    }
    if (!activeAlert && newActiveAlert) {
        activeAlerts.add(anomalyId);
        notification_1.sendNotification(anomalyId, true);
    } else if (activeAlert && !newActiveAlert) {
        activeAlerts.delete(anomalyId);
        notification_1.sendNotification(anomalyId, false);
    }
}
function alertsTick() {
    return __awaiter(this, void 0, void 0, function* () {
        let alertsAnomalies = getAlertsAnomalies();
        for (let anomalyId of alertsAnomalies) {
            try {
                yield analytics_1.runPredict(anomalyId);
                processAlerts(anomalyId);
            } catch (e) {
                console.error(e);
            }
        }
        setTimeout(alertsTick, 5000);
    });
}
const alertTimeout = 60000; // ms
const activeAlerts = new Set();
setTimeout(alertsTick, 5000);

/***/ }),

/***/ "./src/services/analytics.ts":
/*!***********************************!*\
  !*** ./src/services/analytics.ts ***!
  \***********************************/
/*! no static exports found */
/***/ (function(module, exports, __webpack_require__) {

"use strict";


var __awaiter = undefined && undefined.__awaiter || function (thisArg, _arguments, P, generator) {
    return new (P || (P = Promise))(function (resolve, reject) {
        function fulfilled(value) {
            try {
                step(generator.next(value));
            } catch (e) {
                reject(e);
            }
        }
        function rejected(value) {
            try {
                step(generator["throw"](value));
            } catch (e) {
                reject(e);
            }
        }
        function step(result) {
            result.done ? resolve(result.value) : new P(function (resolve) {
                resolve(result.value);
            }).then(fulfilled, rejected);
        }
        step((generator = generator.apply(thisArg, _arguments || [])).next());
    });
};
Object.defineProperty(exports, "__esModule", { value: true });
const child_process_1 = __webpack_require__(/*! child_process */ "child_process");
const config_1 = __webpack_require__(/*! ../config */ "./src/config.ts");
const anomalyType_1 = __webpack_require__(/*! ./anomalyType */ "./src/services/anomalyType.ts");
const metrics_1 = __webpack_require__(/*! ./metrics */ "./src/services/metrics.ts");
const segments_1 = __webpack_require__(/*! ./segments */ "./src/services/segments.ts");
const event_stream_1 = __webpack_require__(/*! event-stream */ "event-stream");
const fs = __webpack_require__(/*! fs */ "fs");
const path = __webpack_require__(/*! path */ "path");
var learnWorker;
if (fs.existsSync(path.join(config_1.ANALYTICS_PATH, 'dist/worker/worker'))) {
    learnWorker = child_process_1.spawn('dist/worker/worker', [], { cwd: config_1.ANALYTICS_PATH });
} else {
    // If compiled analytics script doesn't exist - fallback to regular python
    learnWorker = child_process_1.spawn('python3', ['worker.py'], { cwd: config_1.ANALYTICS_PATH });
}
learnWorker.stdout.pipe(event_stream_1.split()).pipe(event_stream_1.mapSync(onMessage));
learnWorker.stderr.on('data', data => console.error(`worker stderr: ${data}`));
const taskMap = {};
let nextTaskId = 0;
function onMessage(data) {
    console.log(`worker stdout: ${data}`);
    let response = JSON.parse(data);
    let taskId = response.__task_id;
    // let anomalyName = response.anomaly_name;
    // let task = response.task;
    let status = response.status;
    if (status === 'success' || status === 'failed') {
        if (taskId in taskMap) {
            let resolver = taskMap[taskId];
            resolver(response);
            delete taskMap[taskId];
        }
    }
}
function runTask(task) {
    let anomaly = anomalyType_1.loadAnomalyById(task.anomaly_id);
    task.metric = {
        datasource: anomaly.metric.datasource,
        targets: anomaly.metric.targets.map(t => metrics_1.getTarget(t))
    };
    task.__task_id = nextTaskId++;
    let command = JSON.stringify(task);
    learnWorker.stdin.write(`${command}\n`);
    return new Promise((resolve, reject) => {
        taskMap[task.__task_id] = resolve;
    });
}
function runLearning(anomalyId) {
    return __awaiter(this, void 0, void 0, function* () {
        let segments = segments_1.getLabeledSegments(anomalyId);
        anomalyType_1.setAnomalyStatus(anomalyId, 'learning');
        let anomaly = anomalyType_1.loadAnomalyById(anomalyId);
        let pattern = anomaly.pattern;
        let task = {
            type: 'learn',
            anomaly_id: anomalyId,
            pattern,
            segments: segments
        };
        let result = yield runTask(task);
        if (result.status === 'success') {
            anomalyType_1.setAnomalyStatus(anomalyId, 'ready');
            segments_1.insertSegments(anomalyId, result.segments, false);
            anomalyType_1.setAnomalyPredictionTime(anomalyId, result.last_prediction_time);
        } else {
            anomalyType_1.setAnomalyStatus(anomalyId, 'failed', result.error);
        }
    });
}
exports.runLearning = runLearning;
function runPredict(anomalyId) {
    return __awaiter(this, void 0, void 0, function* () {
        let anomaly = anomalyType_1.loadAnomalyById(anomalyId);
        let pattern = anomaly.pattern;
        let task = {
            type: 'predict',
            anomaly_id: anomalyId,
            pattern,
            last_prediction_time: anomaly.last_prediction_time
        };
        let result = yield runTask(task);
        if (result.status === 'failed') {
            return [];
        }
        // Merging segments
        let segments = segments_1.getLabeledSegments(anomalyId);
        if (segments.length > 0 && result.segments.length > 0) {
            let lastOldSegment = segments[segments.length - 1];
            let firstNewSegment = result.segments[0];
            if (firstNewSegment.start <= lastOldSegment.finish) {
                result.segments[0].start = lastOldSegment.start;
                segments_1.removeSegments(anomalyId, [lastOldSegment.id]);
            }
        }
        segments_1.insertSegments(anomalyId, result.segments, false);
        anomalyType_1.setAnomalyPredictionTime(anomalyId, result.last_prediction_time);
        return result.segments;
    });
}
exports.runPredict = runPredict;

/***/ }),

/***/ "./src/services/anomalyType.ts":
/*!*************************************!*\
  !*** ./src/services/anomalyType.ts ***!
  \*************************************/
/*! no static exports found */
/***/ (function(module, exports, __webpack_require__) {

"use strict";


Object.defineProperty(exports, "__esModule", { value: true });
const path = __webpack_require__(/*! path */ "path");
const json_1 = __webpack_require__(/*! ./json */ "./src/services/json.ts");
const config_1 = __webpack_require__(/*! ../config */ "./src/config.ts");
const fs = __webpack_require__(/*! fs */ "fs");
const crypto = __webpack_require__(/*! crypto */ "crypto");
let anomaliesNameToIdMap = {};
function loadAnomaliesMap() {
    let filename = path.join(config_1.ANOMALIES_PATH, `all_anomalies.json`);
    if (!fs.existsSync(filename)) {
        saveAnomaliesMap();
    }
    anomaliesNameToIdMap = json_1.getJsonDataSync(filename);
}
function saveAnomaliesMap() {
    let filename = path.join(config_1.ANOMALIES_PATH, `all_anomalies.json`);
    json_1.writeJsonDataSync(filename, anomaliesNameToIdMap);
}
function getAnomalyIdByName(anomalyName) {
    loadAnomaliesMap();
    anomalyName = anomalyName.toLowerCase();
    if (anomalyName in anomaliesNameToIdMap) {
        return anomaliesNameToIdMap[anomalyName];
    }
    return anomalyName;
}
exports.getAnomalyIdByName = getAnomalyIdByName;
function insertAnomaly(anomaly) {
    const hashString = anomaly.name + new Date().toString();
    const anomalyId = crypto.createHash('md5').update(hashString).digest('hex');
    anomaliesNameToIdMap[anomaly.name] = anomalyId;
    saveAnomaliesMap();
    // return anomalyId
    // const anomalyId:AnomalyId = anomaly.name;
    let filename = path.join(config_1.ANOMALIES_PATH, `${anomalyId}.json`);
    if (fs.existsSync(filename)) {
        return null;
    }
    saveAnomaly(anomalyId, anomaly);
    return anomalyId;
}
exports.insertAnomaly = insertAnomaly;
function removeAnomaly(anomalyId) {
    let filename = path.join(config_1.ANOMALIES_PATH, `${anomalyId}.json`);
    fs.unlinkSync(filename);
}
exports.removeAnomaly = removeAnomaly;
function saveAnomaly(anomalyId, anomaly) {
    let filename = path.join(config_1.ANOMALIES_PATH, `${anomalyId}.json`);
    return json_1.writeJsonDataSync(filename, anomaly);
}
exports.saveAnomaly = saveAnomaly;
function loadAnomalyById(anomalyId) {
    let filename = path.join(config_1.ANOMALIES_PATH, `${anomalyId}.json`);
    if (!fs.existsSync(filename)) {
        return null;
    }
    return json_1.getJsonDataSync(filename);
}
exports.loadAnomalyById = loadAnomalyById;
function loadAnomalyByName(anomalyName) {
    let anomalyId = getAnomalyIdByName(anomalyName);
    return loadAnomalyById(anomalyId);
}
exports.loadAnomalyByName = loadAnomalyByName;
function saveAnomalyTypeInfo(info) {
    console.log('Saving');
    let filename = path.join(config_1.ANOMALIES_PATH, `${info.name}.json`);
    if (info.next_id === undefined) {
        info.next_id = 0;
    }
    if (info.last_prediction_time === undefined) {
        info.last_prediction_time = 0;
    }
    return json_1.writeJsonDataSync(filename, info);
}
exports.saveAnomalyTypeInfo = saveAnomalyTypeInfo;
function getAnomalyTypeInfo(name) {
    return json_1.getJsonDataSync(path.join(config_1.ANOMALIES_PATH, `${name}.json`));
}
exports.getAnomalyTypeInfo = getAnomalyTypeInfo;
function setAnomalyStatus(anomalyId, status, error) {
    let info = loadAnomalyById(anomalyId);
    info.status = status;
    if (error !== undefined) {
        info.error = error;
    } else {
        info.error = '';
    }
    saveAnomaly(anomalyId, info);
}
exports.setAnomalyStatus = setAnomalyStatus;
function setAnomalyPredictionTime(anomalyId, lastPredictionTime) {
    let info = loadAnomalyById(anomalyId);
    info.last_prediction_time = lastPredictionTime;
    saveAnomaly(anomalyId, info);
}
exports.setAnomalyPredictionTime = setAnomalyPredictionTime;

/***/ }),

/***/ "./src/services/data.ts":
/*!******************************!*\
  !*** ./src/services/data.ts ***!
  \******************************/
/*! no static exports found */
/***/ (function(module, exports, __webpack_require__) {

"use strict";


Object.defineProperty(exports, "__esModule", { value: true });
const config = __webpack_require__(/*! ../config */ "./src/config.ts");
const fs = __webpack_require__(/*! fs */ "fs");
// see analytics/pattern_detection_model.py with folders available
function maybeCreate(path) {
    if (fs.existsSync(path)) {
        return;
    }
    fs.mkdirSync(path);
}
function checkDataFolders() {
    var folders = [config.DATA_PATH, config.DATASETS_PATH, config.ANOMALIES_PATH, config.MODELS_PATH, config.METRICS_PATH, config.SEGMENTS_PATH].forEach(maybeCreate);
}
exports.checkDataFolders = checkDataFolders;

/***/ }),

/***/ "./src/services/json.ts":
/*!******************************!*\
  !*** ./src/services/json.ts ***!
  \******************************/
/*! no static exports found */
/***/ (function(module, exports, __webpack_require__) {

"use strict";


var __awaiter = undefined && undefined.__awaiter || function (thisArg, _arguments, P, generator) {
    return new (P || (P = Promise))(function (resolve, reject) {
        function fulfilled(value) {
            try {
                step(generator.next(value));
            } catch (e) {
                reject(e);
            }
        }
        function rejected(value) {
            try {
                step(generator["throw"](value));
            } catch (e) {
                reject(e);
            }
        }
        function step(result) {
            result.done ? resolve(result.value) : new P(function (resolve) {
                resolve(result.value);
            }).then(fulfilled, rejected);
        }
        step((generator = generator.apply(thisArg, _arguments || [])).next());
    });
};
Object.defineProperty(exports, "__esModule", { value: true });
const fs = __webpack_require__(/*! fs */ "fs");
function getJsonData(filename) {
    return __awaiter(this, void 0, void 0, function* () {
        var data = yield new Promise((resolve, reject) => {
            fs.readFile(filename, 'utf8', (err, data) => {
                if (err) {
                    console.error(err);
                    reject('Can`t read file');
                } else {
                    resolve(data);
                }
            });
        });
        try {
            return JSON.parse(data);
        } catch (e) {
            console.error(e);
            throw new Error('Wrong file format');
        }
    });
}
exports.getJsonData = getJsonData;
function writeJsonData(filename, data) {
    return new Promise((resolve, reject) => {
        fs.writeFile(filename, JSON.stringify(data), 'utf8', err => {
            if (err) {
                console.error(err);
                reject('Cat`t write file');
            } else {
                resolve();
            }
        });
    });
}
exports.writeJsonData = writeJsonData;
function getJsonDataSync(filename) {
    let data = fs.readFileSync(filename, 'utf8');
    try {
        return JSON.parse(data);
    } catch (e) {
        console.error(e);
        throw new Error('Wrong file format');
    }
}
exports.getJsonDataSync = getJsonDataSync;
function writeJsonDataSync(filename, data) {
    fs.writeFileSync(filename, JSON.stringify(data));
}
exports.writeJsonDataSync = writeJsonDataSync;

/***/ }),

/***/ "./src/services/metrics.ts":
/*!*********************************!*\
  !*** ./src/services/metrics.ts ***!
  \*********************************/
/*! no static exports found */
/***/ (function(module, exports, __webpack_require__) {

"use strict";


Object.defineProperty(exports, "__esModule", { value: true });
const path = __webpack_require__(/*! path */ "path");
const json_1 = __webpack_require__(/*! ./json */ "./src/services/json.ts");
const config_1 = __webpack_require__(/*! ../config */ "./src/config.ts");
const crypto = __webpack_require__(/*! crypto */ "crypto");
function saveTargets(targets) {
    let metrics = [];
    for (let target of targets) {
        metrics.push(saveTarget(target));
    }
    return metrics;
}
exports.saveTargets = saveTargets;
function saveTarget(target) {
    //const md5 = crypto.createHash('md5')
    const targetId = crypto.createHash('md5').update(JSON.stringify(target)).digest('hex');
    let filename = path.join(config_1.METRICS_PATH, `${targetId}.json`);
    json_1.writeJsonDataSync(filename, target);
    return targetId;
}
function getTarget(targetId) {
    let filename = path.join(config_1.METRICS_PATH, `${targetId}.json`);
    return json_1.getJsonDataSync(filename);
}
exports.getTarget = getTarget;

/***/ }),

/***/ "./src/services/notification.ts":
/*!**************************************!*\
  !*** ./src/services/notification.ts ***!
  \**************************************/
/*! no static exports found */
/***/ (function(module, exports, __webpack_require__) {

"use strict";


var __awaiter = undefined && undefined.__awaiter || function (thisArg, _arguments, P, generator) {
    return new (P || (P = Promise))(function (resolve, reject) {
        function fulfilled(value) {
            try {
                step(generator.next(value));
            } catch (e) {
                reject(e);
            }
        }
        function rejected(value) {
            try {
                step(generator["throw"](value));
            } catch (e) {
                reject(e);
            }
        }
        function step(result) {
            result.done ? resolve(result.value) : new P(function (resolve) {
                resolve(result.value);
            }).then(fulfilled, rejected);
        }
        step((generator = generator.apply(thisArg, _arguments || [])).next());
    });
};
Object.defineProperty(exports, "__esModule", { value: true });
const axios_1 = __webpack_require__(/*! axios */ "axios");
const anomalyType_1 = __webpack_require__(/*! ./anomalyType */ "./src/services/anomalyType.ts");
function sendNotification(anomalyId, active) {
    return __awaiter(this, void 0, void 0, function* () {
        let anomalyName = anomalyType_1.loadAnomalyById(anomalyId).name;
        console.log('Notification ' + anomalyName);
        let notification = {
            anomaly: anomalyName,
            status: ''
        };
        if (active) {
            notification.status = 'alert';
        } else {
            notification.status = 'OK';
        }
        let endpoint = process.env.HASTIC_ALERT_ENDPOINT;
        if (endpoint === undefined) {
            console.error(`Can't send alert, env HASTIC_ALERT_ENDPOINT is undefined`);
            return;
        }
        try {
            var data = yield axios_1.default.post(endpoint, {
                method: 'POST',
                body: JSON.stringify(notification)
            });
            console.log(data);
        } catch (err) {
            console.error(`Can't send alert to ${endpoint}. Error: ${err}`);
        }
    });
}
exports.sendNotification = sendNotification;

/***/ }),

/***/ "./src/services/segments.ts":
/*!**********************************!*\
  !*** ./src/services/segments.ts ***!
  \**********************************/
/*! no static exports found */
/***/ (function(module, exports, __webpack_require__) {

"use strict";


Object.defineProperty(exports, "__esModule", { value: true });
const path = __webpack_require__(/*! path */ "path");
const json_1 = __webpack_require__(/*! ./json */ "./src/services/json.ts");
const config_1 = __webpack_require__(/*! ../config */ "./src/config.ts");
const anomalyType_1 = __webpack_require__(/*! ./anomalyType */ "./src/services/anomalyType.ts");
const _ = __webpack_require__(/*! lodash */ "lodash");
function getLabeledSegments(anomalyId) {
    let filename = path.join(config_1.SEGMENTS_PATH, `${anomalyId}_labeled.json`);
    let segments = [];
    try {
        segments = json_1.getJsonDataSync(filename);
        for (let segment of segments) {
            if (segment.labeled === undefined) {
                segment.labeled = false;
            }
        }
    } catch (e) {
        console.error(e.message);
    }
    return segments;
}
exports.getLabeledSegments = getLabeledSegments;
function getPredictedSegments(anomalyId) {
    let filename = path.join(config_1.SEGMENTS_PATH, `${anomalyId}_segments.json`);
    let jsonData;
    try {
        jsonData = json_1.getJsonDataSync(filename);
    } catch (e) {
        console.error(e.message);
        jsonData = [];
    }
    return jsonData;
}
exports.getPredictedSegments = getPredictedSegments;
function saveSegments(anomalyId, segments) {
    let filename = path.join(config_1.SEGMENTS_PATH, `${anomalyId}_labeled.json`);
    try {
        return json_1.writeJsonDataSync(filename, _.uniqBy(segments, 'start'));
    } catch (e) {
        console.error(e.message);
        throw new Error('Can`t write to db');
    }
}
exports.saveSegments = saveSegments;
function insertSegments(anomalyId, addedSegments, labeled) {
    // Set status
    let info = anomalyType_1.loadAnomalyById(anomalyId);
    let segments = getLabeledSegments(anomalyId);
    let nextId = info.next_id;
    let addedIds = [];
    for (let segment of addedSegments) {
        segment.id = nextId;
        segment.labeled = labeled;
        addedIds.push(nextId);
        nextId++;
        segments.push(segment);
    }
    info.next_id = nextId;
    saveSegments(anomalyId, segments);
    anomalyType_1.saveAnomaly(anomalyId, info);
    return addedIds;
}
exports.insertSegments = insertSegments;
function removeSegments(anomalyId, removedSegments) {
    let segments = getLabeledSegments(anomalyId);
    for (let segmentId of removedSegments) {
        segments = segments.filter(el => el.id !== segmentId);
    }
    saveSegments(anomalyId, segments);
}
exports.removeSegments = removeSegments;

/***/ }),

/***/ 0:
/*!****************************!*\
  !*** multi ./src/index.ts ***!
  \****************************/
/*! no static exports found */
/***/ (function(module, exports, __webpack_require__) {

module.exports = __webpack_require__(/*! ./src/index.ts */"./src/index.ts");


/***/ }),

/***/ "axios":
/*!***********************************!*\
  !*** external "require('axios')" ***!
  \***********************************/
/*! no static exports found */
/***/ (function(module, exports) {

module.exports = require('axios');

/***/ }),

/***/ "child_process":
/*!*******************************************!*\
  !*** external "require('child_process')" ***!
  \*******************************************/
/*! no static exports found */
/***/ (function(module, exports) {

module.exports = require('child_process');

/***/ }),

/***/ "crypto":
/*!************************************!*\
  !*** external "require('crypto')" ***!
  \************************************/
/*! no static exports found */
/***/ (function(module, exports) {

module.exports = require('crypto');

/***/ }),

/***/ "event-stream":
/*!******************************************!*\
  !*** external "require('event-stream')" ***!
  \******************************************/
/*! no static exports found */
/***/ (function(module, exports) {

module.exports = require('event-stream');

/***/ }),

/***/ "fs":
/*!********************************!*\
  !*** external "require('fs')" ***!
  \********************************/
/*! no static exports found */
/***/ (function(module, exports) {

module.exports = require('fs');

/***/ }),

/***/ "koa":
/*!*********************************!*\
  !*** external "require('koa')" ***!
  \*********************************/
/*! no static exports found */
/***/ (function(module, exports) {

module.exports = require('koa');

/***/ }),

/***/ "koa-bodyparser":
/*!********************************************!*\
  !*** external "require('koa-bodyparser')" ***!
  \********************************************/
/*! no static exports found */
/***/ (function(module, exports) {

module.exports = require('koa-bodyparser');

/***/ }),

/***/ "koa-router":
/*!****************************************!*\
  !*** external "require('koa-router')" ***!
  \****************************************/
/*! no static exports found */
/***/ (function(module, exports) {

module.exports = require('koa-router');

/***/ }),

/***/ "lodash":
/*!************************************!*\
  !*** external "require('lodash')" ***!
  \************************************/
/*! no static exports found */
/***/ (function(module, exports) {

module.exports = require('lodash');

/***/ }),

/***/ "path":
/*!**********************************!*\
  !*** external "require('path')" ***!
  \**********************************/
/*! no static exports found */
/***/ (function(module, exports) {

module.exports = require('path');

/***/ })

/******/ });
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