From a39e0e54114af075196d2544448cae74f662f94b Mon Sep 17 00:00:00 2001 From: randersenyb Date: Fri, 2 Aug 2024 08:37:45 -0700 Subject: [PATCH 01/17] Updated to reflect V1.0.1 api changes --- .vscode/launch.json | 8 +++++++- aerospike/aerospikedataset.py | 4 ++-- aerospike/aerospikehdf.py | 2 +- 3 files changed, 10 insertions(+), 4 deletions(-) diff --git a/.vscode/launch.json b/.vscode/launch.json index e0abd929b..d95f96fdb 100644 --- a/.vscode/launch.json +++ b/.vscode/launch.json @@ -259,7 +259,7 @@ "--hosts", "localhost:3000", "--hdf", "${input:enterHDFFile}", "--logfile", "./hdfcreatedataset.log", - "--indexname", "HDF-data_Idx", + "--indexname", "${input:enterDatasetIdxName}", "--records", "-1" ], "justMyCode": false, @@ -326,6 +326,12 @@ "type": "promptString", "description": "Enter HDF Path", "default": "bigtest" + }, + { + "id": "enterDatasetIdxName", + "type": "promptString", + "description": "Enter Index Name", + "default": "random-xs-20-angular_Idx" } ] } \ No newline at end of file diff --git a/aerospike/aerospikedataset.py b/aerospike/aerospikedataset.py index 10d47759e..49eed9eaa 100644 --- a/aerospike/aerospikedataset.py +++ b/aerospike/aerospikedataset.py @@ -294,9 +294,9 @@ async def populate_vector_info(self) -> None: raise FileNotFoundError(f"Vector Index {self._vector_namespace}.{self._vector_name} not found") self._as_namespace : str = idxAttribs['storage']['namespace'] - self._as_set : str = idxAttribs['setFilter'] + self._as_set : str = idxAttribs['sets'] self._as_vectorbinname : str = idxAttribs["field"] - self._vector_distance : vectorTypes.VectorDistanceMetric = vectorTypes.VectorDistanceMetric[idxAttribs["vectorDistanceMetric"]] + self._vector_distance : vectorTypes.VectorDistanceMetric = vectorTypes.VectorDistanceMetric(idxAttribs["vector_distance_metric"]) self._vector_hnsw : dict = idxAttribs['hnsw_params'] self._vector_dimensions : int = idxAttribs['dimensions'] self._vector_ann_distance : str = next((anndisttype for anndisttype, disttype in DISTANCETYPES.items() if disttype == self._vector_distance)) diff --git a/aerospike/aerospikehdf.py b/aerospike/aerospikehdf.py index df449c21f..3f4d37ffe 100644 --- a/aerospike/aerospikehdf.py +++ b/aerospike/aerospikehdf.py @@ -796,7 +796,7 @@ async def query(self) -> None: self.print_log(f'Found Index {self._idx_namespace}.{self._idx_name} with Info {idxinfo}') self._idx_hnswparams = idxinfo['hnsw_params'] self._idx_binName = idxinfo["field"] - #self._setName = idxinfo["setFilter"] + self._setName = idxinfo["sets"] self._namespace = idxinfo["id"]["namespace"] if self._query_hnswparams is None and self._idx_hnswparams is not None: self._query_hnswparams = vectorTypes.HnswSearchParams(ef=self._idx_hnswparams.ef) From 1e9149ee53aab80b42d51ec23b5e90aa103f371e Mon Sep 17 00:00:00 2001 From: randersenyb Date: Fri, 2 Aug 2024 12:13:01 -0700 Subject: [PATCH 02/17] Fixed namespace confusion and updated dashboard --- .vscode/launch.json | 32 +- aerospike/AerospikeHDFDashboard.json | 739 ++++++++++++++------------- aerospike/aerospikedataset.py | 6 +- aerospike/aerospikehdf.py | 30 +- aerospike/baseaerospike.py | 8 +- 5 files changed, 451 insertions(+), 364 deletions(-) diff --git a/.vscode/launch.json b/.vscode/launch.json index d95f96fdb..1a033d6c9 100644 --- a/.vscode/launch.json +++ b/.vscode/launch.json @@ -76,6 +76,22 @@ "justMyCode": false, "console": "integratedTerminal" }, + { + "name": "Python Debugger: hdf_import diff namespaces (prompt DS)", + "type": "debugpy", + "request": "launch", + "program": "${workspaceFolder}/aerospike/hdf_import.py", + "cwd": "${workspaceFolder}/aerospike", + "args": [ + "--dataset", "${input:enterDataset}", + "--concurrency", "5000", + "--idxnamespace", "testidx", + "--idxdrop", + "--logfile", "./hdfimport.log" + ], + "justMyCode": false, + "console": "integratedTerminal" + }, { "name": "Python Debugger: hdf_import (prompt HDF)", "type": "debugpy", @@ -173,7 +189,21 @@ "args": [ "--dataset", "${input:enterDataset}", "--logfile", "./hdfquery.log", - "-r", "1" + "-r", "5" + ], + "console": "integratedTerminal" + }, + { + "name": "Python Debugger: hdf_query diff namespaces(prompt DS)", + "type": "debugpy", + "request": "launch", + "program": "${workspaceFolder}/aerospike/hdf_query.py", + "cwd": "${workspaceFolder}/aerospike", + "args": [ + "--dataset", "${input:enterDataset}", + "--idxnamespace", "testidx", + "--logfile", "./hdfquery.log", + "-r", "5" ], "console": "integratedTerminal" }, diff --git a/aerospike/AerospikeHDFDashboard.json b/aerospike/AerospikeHDFDashboard.json index 69c735dab..aa5950c3e 100644 --- a/aerospike/AerospikeHDFDashboard.json +++ b/aerospike/AerospikeHDFDashboard.json @@ -143,7 +143,9 @@ "justifyMode": "auto", "orientation": "auto", "reduceOptions": { - "calcs": [], + "calcs": [ + "lastNotNull" + ], "fields": "dataset", "values": false }, @@ -165,9 +167,9 @@ "format": "table", "fullMetaSearch": false, "includeNullMetadata": true, - "instant": true, + "instant": false, "legendFormat": "__auto", - "range": false, + "range": true, "refId": "A", "useBackend": false } @@ -216,7 +218,9 @@ "justifyMode": "auto", "orientation": "auto", "reduceOptions": { - "calcs": [], + "calcs": [ + "lastNotNull" + ], "fields": "idxdist", "values": false }, @@ -238,9 +242,9 @@ "format": "table", "fullMetaSearch": false, "includeNullMetadata": true, - "instant": true, + "instant": false, "legendFormat": "__auto", - "range": false, + "range": true, "refId": "A", "useBackend": false } @@ -289,7 +293,9 @@ "justifyMode": "auto", "orientation": "auto", "reduceOptions": { - "calcs": [], + "calcs": [ + "lastNotNull" + ], "fields": "poprecs", "values": false }, @@ -311,9 +317,9 @@ "format": "table", "fullMetaSearch": false, "includeNullMetadata": true, - "instant": true, + "instant": false, "legendFormat": "__auto", - "range": false, + "range": true, "refId": "A", "useBackend": false } @@ -362,7 +368,9 @@ "justifyMode": "auto", "orientation": "auto", "reduceOptions": { - "calcs": [], + "calcs": [ + "lastNotNull" + ], "fields": "dims", "values": false }, @@ -384,9 +392,9 @@ "format": "table", "fullMetaSearch": false, "includeNullMetadata": true, - "instant": true, + "instant": false, "legendFormat": "__auto", - "range": false, + "range": true, "refId": "A", "useBackend": false } @@ -423,7 +431,7 @@ }, "gridPos": { "h": 5, - "w": 4, + "w": 6, "x": 12, "y": 1 }, @@ -458,9 +466,9 @@ "format": "table", "fullMetaSearch": false, "includeNullMetadata": true, - "instant": true, + "instant": false, "legendFormat": "__auto", - "range": false, + "range": true, "refId": "A", "useBackend": false } @@ -516,7 +524,7 @@ "gridPos": { "h": 5, "w": 4, - "x": 16, + "x": 18, "y": 1 }, "id": 662, @@ -558,6 +566,141 @@ "title": "Errors", "type": "stat" }, + { + "collapsed": true, + "gridPos": { + "h": 1, + "w": 24, + "x": 0, + "y": 6 + }, + "id": 660, + "panels": [ + { + "datasource": { + "type": "prometheus", + "uid": "${DS_PROMETHEUS}" + }, + "description": "", + "fieldConfig": { + "defaults": { + "color": { + "mode": "palette-classic" + }, + "custom": { + "axisBorderShow": false, + "axisCenteredZero": false, + "axisColorMode": "text", + "axisLabel": "", + "axisPlacement": "auto", + "barAlignment": -1, + "drawStyle": "line", + "fillOpacity": 16, + "gradientMode": "none", + "hideFrom": { + "legend": false, + "tooltip": false, + "viz": false + }, + "insertNulls": false, + "lineInterpolation": "stepAfter", + "lineWidth": 1, + "pointSize": 5, + "scaleDistribution": { + "type": "linear" + }, + "showPoints": "auto", + "spanNulls": false, + "stacking": { + "group": "A", + "mode": "none" + }, + "thresholdsStyle": { + "mode": "off" + } + }, + "decimals": 0, + "fieldMinMax": false, + "mappings": [], + "thresholds": { + "mode": "absolute", + "steps": [ + { + "color": "green" + } + ] + }, + "unit": "locale" + }, + "overrides": [] + }, + "gridPos": { + "h": 13, + "w": 24, + "x": 0, + "y": 10 + }, + "id": 640, + "options": { + "legend": { + "calcs": [ + "max", + "lastNotNull" + ], + "displayMode": "table", + "placement": "bottom", + "showLegend": true + }, + "tooltip": { + "mode": "multi", + "sort": "none" + } + }, + "pluginVersion": "10.4.2", + "targets": [ + { + "datasource": { + "type": "prometheus", + "uid": "${DS_PROMETHEUS}" + }, + "disableTextWrap": false, + "editorMode": "builder", + "exemplar": false, + "expr": "aerospike_hdf_exception{ns=~\"$idxns\", instance=~\"$client\", idx=~\"$idxname\", run=~\"$QueryRun\"}", + "format": "time_series", + "fullMetaSearch": false, + "includeNullMetadata": true, + "instant": false, + "legendFormat": "{{instance}} - {{ns}}.{{idx}} Run: {{run}} {{exception_type}}", + "range": true, + "refId": "A", + "useBackend": false + }, + { + "datasource": { + "type": "prometheus", + "uid": "${DS_PROMETHEUS}" + }, + "disableTextWrap": false, + "editorMode": "builder", + "expr": "aerospike_hdf_exception{ns=~\"$namespace\", instance=~\"$client\", set=~\"$set\"}", + "fullMetaSearch": false, + "hide": false, + "includeNullMetadata": true, + "instant": false, + "legendFormat": "{{instance}} - {{ns}}.{{set}} {{exception_type}}", + "range": true, + "refId": "B", + "useBackend": false + } + ], + "title": "Exceptions", + "type": "timeseries" + } + ], + "title": "Exceptions", + "type": "row" + }, { "datasource": { "type": "prometheus", @@ -588,9 +731,9 @@ }, "gridPos": { "h": 3, - "w": 7, + "w": 10, "x": 0, - "y": 6 + "y": 7 }, "id": 663, "options": { @@ -599,7 +742,9 @@ "justifyMode": "auto", "orientation": "auto", "reduceOptions": { - "calcs": [], + "calcs": [ + "lastNotNull" + ], "fields": "/^fullname$/", "values": false }, @@ -621,9 +766,9 @@ "format": "table", "fullMetaSearch": false, "includeNullMetadata": true, - "instant": true, + "instant": false, "legendFormat": "__auto", - "range": false, + "range": true, "refId": "A", "useBackend": false } @@ -661,9 +806,9 @@ }, "gridPos": { "h": 3, - "w": 9, - "x": 7, - "y": 6 + "w": 12, + "x": 10, + "y": 7 }, "id": 664, "options": { @@ -672,7 +817,9 @@ "justifyMode": "auto", "orientation": "auto", "reduceOptions": { - "calcs": [], + "calcs": [ + "lastNotNull" + ], "fields": "/^fullname$/", "values": false }, @@ -694,9 +841,9 @@ "format": "table", "fullMetaSearch": false, "includeNullMetadata": true, - "instant": true, + "instant": false, "legendFormat": "__auto", - "range": false, + "range": true, "refId": "A", "useBackend": false } @@ -704,141 +851,6 @@ "title": "Vector Index", "type": "stat" }, - { - "collapsed": true, - "gridPos": { - "h": 1, - "w": 24, - "x": 0, - "y": 9 - }, - "id": 660, - "panels": [ - { - "datasource": { - "type": "prometheus", - "uid": "${DS_PROMETHEUS}" - }, - "description": "", - "fieldConfig": { - "defaults": { - "color": { - "mode": "palette-classic" - }, - "custom": { - "axisBorderShow": false, - "axisCenteredZero": false, - "axisColorMode": "text", - "axisLabel": "", - "axisPlacement": "auto", - "barAlignment": -1, - "drawStyle": "line", - "fillOpacity": 16, - "gradientMode": "none", - "hideFrom": { - "legend": false, - "tooltip": false, - "viz": false - }, - "insertNulls": false, - "lineInterpolation": "stepAfter", - "lineWidth": 1, - "pointSize": 5, - "scaleDistribution": { - "type": "linear" - }, - "showPoints": "auto", - "spanNulls": false, - "stacking": { - "group": "A", - "mode": "none" - }, - "thresholdsStyle": { - "mode": "off" - } - }, - "decimals": 0, - "fieldMinMax": false, - "mappings": [], - "thresholds": { - "mode": "absolute", - "steps": [ - { - "color": "green" - } - ] - }, - "unit": "locale" - }, - "overrides": [] - }, - "gridPos": { - "h": 13, - "w": 24, - "x": 0, - "y": 10 - }, - "id": 640, - "options": { - "legend": { - "calcs": [ - "max", - "lastNotNull" - ], - "displayMode": "table", - "placement": "bottom", - "showLegend": true - }, - "tooltip": { - "mode": "multi", - "sort": "none" - } - }, - "pluginVersion": "10.4.2", - "targets": [ - { - "datasource": { - "type": "prometheus", - "uid": "${DS_PROMETHEUS}" - }, - "disableTextWrap": false, - "editorMode": "builder", - "exemplar": false, - "expr": "aerospike_hdf_exception{ns=~\"$idxns\", instance=~\"$client\", idx=~\"$idxname\", run=~\"$QueryRun\"}", - "format": "time_series", - "fullMetaSearch": false, - "includeNullMetadata": true, - "instant": false, - "legendFormat": "{{instance}} - {{ns}}.{{idx}} Run: {{run}} {{exception_type}}", - "range": true, - "refId": "A", - "useBackend": false - }, - { - "datasource": { - "type": "prometheus", - "uid": "${DS_PROMETHEUS}" - }, - "disableTextWrap": false, - "editorMode": "builder", - "expr": "aerospike_hdf_exception{ns=~\"$namespace\", instance=~\"$client\", set=~\"$set\"}", - "fullMetaSearch": false, - "hide": false, - "includeNullMetadata": true, - "instant": false, - "legendFormat": "{{instance}} - {{ns}}.{{set}} {{exception_type}}", - "range": true, - "refId": "B", - "useBackend": false - } - ], - "title": "Exceptions", - "type": "timeseries" - } - ], - "title": "Exceptions", - "type": "row" - }, { "collapsed": false, "gridPos": { @@ -917,7 +929,9 @@ "justifyMode": "auto", "orientation": "auto", "reduceOptions": { - "calcs": [], + "calcs": [ + "lastNotNull" + ], "fields": "paused", "values": false }, @@ -940,9 +954,9 @@ "fullMetaSearch": false, "hide": false, "includeNullMetadata": true, - "instant": true, + "instant": false, "legendFormat": "__auto", - "range": false, + "range": true, "refId": "B", "useBackend": false } @@ -993,7 +1007,9 @@ "minVizWidth": 75, "orientation": "auto", "reduceOptions": { - "calcs": [], + "calcs": [ + "lastNotNull" + ], "fields": "", "values": false }, @@ -1016,9 +1032,9 @@ "fullMetaSearch": false, "hide": false, "includeNullMetadata": true, - "instant": true, + "instant": false, "legendFormat": "__auto", - "range": false, + "range": true, "refId": "B", "useBackend": false } @@ -1286,7 +1302,133 @@ } } ], - "type": "gauge" + "type": "gauge" + }, + { + "datasource": { + "type": "prometheus", + "uid": "${DS_PROMETHEUS}" + }, + "description": "Number on the left are the uncommited vectors and the number on the right are the commited vectors to the DB", + "fieldConfig": { + "defaults": { + "color": { + "mode": "thresholds" + }, + "decimals": 0, + "fieldMinMax": false, + "mappings": [], + "noValue": "0", + "thresholds": { + "mode": "absolute", + "steps": [ + { + "color": "blue", + "value": null + } + ] + }, + "unit": "locale" + }, + "overrides": [] + }, + "gridPos": { + "h": 5, + "w": 3, + "x": 9, + "y": 11 + }, + "id": 669, + "options": { + "colorMode": "value", + "graphMode": "none", + "justifyMode": "auto", + "orientation": "auto", + "reduceOptions": { + "calcs": [ + "lastNotNull" + ], + "fields": "", + "values": false + }, + "showPercentChange": false, + "textMode": "value", + "wideLayout": true + }, + "pluginVersion": "10.4.2", + "targets": [ + { + "datasource": { + "type": "prometheus", + "uid": "${DS_PROMETHEUS}" + }, + "disableTextWrap": false, + "editorMode": "builder", + "exemplar": false, + "expr": "aerospike_hdf_vectorqueuedepth{instance=~\"$client\", idxns=~\"$idxns\", idx=~\"$idxname\"}", + "format": "time_series", + "fullMetaSearch": false, + "includeNullMetadata": true, + "instant": true, + "legendFormat": "__auto", + "range": false, + "refId": "A", + "useBackend": false + }, + { + "datasource": { + "type": "prometheus", + "uid": "${DS_PROMETHEUS}" + }, + "disableTextWrap": false, + "editorMode": "builder", + "exemplar": false, + "expr": "sum(aerospike_hdf_populate_total{instance=~\"$client\", ns=~\"$namespace\", set=~\"$set\"})", + "fullMetaSearch": false, + "hide": false, + "includeNullMetadata": true, + "instant": false, + "legendFormat": "__auto", + "range": true, + "refId": "B", + "useBackend": false + }, + { + "datasource": { + "type": "__expr__", + "uid": "${DS_EXPRESSION}" + }, + "expression": "$B - $A", + "hide": false, + "refId": "C", + "type": "math" + } + ], + "title": "Index Merge Queue Depth", + "transformations": [ + { + "id": "configFromData", + "options": { + "configRefId": "B", + "mappings": [] + } + }, + { + "id": "renameByRegex", + "options": { + "regex": "C \\{.*", + "renamePattern": "committed" + } + }, + { + "id": "renameByRegex", + "options": { + "regex": "aerospike_hdf_.*", + "renamePattern": "uncommitted" + } + } + ], + "type": "stat" }, { "datasource": { @@ -1343,7 +1485,7 @@ "gridPos": { "h": 5, "w": 3, - "x": 9, + "x": 12, "y": 11 }, "id": 666, @@ -1353,7 +1495,9 @@ "justifyMode": "auto", "orientation": "auto", "reduceOptions": { - "calcs": [], + "calcs": [ + "lastNotNull" + ], "fields": "/^idxstate$/", "values": false }, @@ -1376,9 +1520,9 @@ "fullMetaSearch": false, "hide": false, "includeNullMetadata": true, - "instant": true, + "instant": false, "legendFormat": "__auto", - "range": false, + "range": true, "refId": "B", "useBackend": false } @@ -1439,9 +1583,9 @@ "overrides": [] }, "gridPos": { - "h": 5, - "w": 3, - "x": 12, + "h": 3, + "w": 4, + "x": 15, "y": 11 }, "id": 665, @@ -1451,7 +1595,9 @@ "justifyMode": "auto", "orientation": "auto", "reduceOptions": { - "calcs": [], + "calcs": [ + "lastNotNull" + ], "fields": "/^popconcurrent$/", "values": false }, @@ -1474,9 +1620,9 @@ "fullMetaSearch": false, "hide": false, "includeNullMetadata": true, - "instant": true, + "instant": false, "legendFormat": "__auto", - "range": false, + "range": true, "refId": "B", "useBackend": false } @@ -1537,10 +1683,10 @@ "overrides": [] }, "gridPos": { - "h": 5, - "w": 3, + "h": 2, + "w": 2, "x": 15, - "y": 11 + "y": 14 }, "id": 668, "options": { @@ -1549,7 +1695,9 @@ "justifyMode": "auto", "orientation": "auto", "reduceOptions": { - "calcs": [], + "calcs": [ + "lastNotNull" + ], "fields": "/^popresrcevt$/", "values": false }, @@ -1572,9 +1720,9 @@ "fullMetaSearch": false, "hide": false, "includeNullMetadata": true, - "instant": true, + "instant": false, "legendFormat": "__auto", - "range": false, + "range": true, "refId": "B", "useBackend": false } @@ -1635,10 +1783,10 @@ "overrides": [] }, "gridPos": { - "h": 5, - "w": 3, - "x": 18, - "y": 11 + "h": 2, + "w": 2, + "x": 17, + "y": 14 }, "id": 667, "options": { @@ -1647,7 +1795,9 @@ "justifyMode": "auto", "orientation": "auto", "reduceOptions": { - "calcs": [], + "calcs": [ + "lastNotNull" + ], "fields": "/^popwait$/", "values": false }, @@ -1670,140 +1820,14 @@ "fullMetaSearch": false, "hide": false, "includeNullMetadata": true, - "instant": true, - "legendFormat": "__auto", - "range": false, - "refId": "B", - "useBackend": false - } - ], - "title": "After Population Index Action", - "type": "stat" - }, - { - "datasource": { - "type": "prometheus", - "uid": "${DS_PROMETHEUS}" - }, - "description": "Number on the left are the uncommited vectors and the number on the right are the commited vectors to the DB", - "fieldConfig": { - "defaults": { - "color": { - "mode": "thresholds" - }, - "decimals": 0, - "fieldMinMax": false, - "mappings": [], - "noValue": "0", - "thresholds": { - "mode": "absolute", - "steps": [ - { - "color": "blue", - "value": null - } - ] - }, - "unit": "locale" - }, - "overrides": [] - }, - "gridPos": { - "h": 5, - "w": 3, - "x": 21, - "y": 11 - }, - "id": 669, - "options": { - "colorMode": "value", - "graphMode": "none", - "justifyMode": "auto", - "orientation": "auto", - "reduceOptions": { - "calcs": [ - "lastNotNull" - ], - "fields": "", - "values": false - }, - "showPercentChange": false, - "textMode": "value", - "wideLayout": true - }, - "pluginVersion": "10.4.2", - "targets": [ - { - "datasource": { - "type": "prometheus", - "uid": "${DS_PROMETHEUS}" - }, - "disableTextWrap": false, - "editorMode": "builder", - "exemplar": false, - "expr": "aerospike_hdf_vectorqueuedepth{instance=~\"$client\", idxns=~\"$idxns\", idx=~\"$idxname\"}", - "format": "time_series", - "fullMetaSearch": false, - "includeNullMetadata": true, - "instant": true, - "legendFormat": "__auto", - "range": false, - "refId": "A", - "useBackend": false - }, - { - "datasource": { - "type": "prometheus", - "uid": "${DS_PROMETHEUS}" - }, - "disableTextWrap": false, - "editorMode": "builder", - "exemplar": false, - "expr": "sum(aerospike_hdf_populate_total{instance=~\"$client\", ns=~\"$namespace\", set=~\"$set\"})", - "fullMetaSearch": false, - "hide": false, - "includeNullMetadata": true, "instant": false, "legendFormat": "__auto", "range": true, "refId": "B", "useBackend": false - }, - { - "datasource": { - "type": "__expr__", - "uid": "${DS_EXPRESSION}" - }, - "expression": "$B - $A", - "hide": false, - "refId": "C", - "type": "math" - } - ], - "title": "Index Merge Queue Depth", - "transformations": [ - { - "id": "configFromData", - "options": { - "configRefId": "B", - "mappings": [] - } - }, - { - "id": "renameByRegex", - "options": { - "regex": "C \\{.*", - "renamePattern": "committed" - } - }, - { - "id": "renameByRegex", - "options": { - "regex": "aerospike_hdf_.*", - "renamePattern": "uncommitted" - } } ], + "title": "After Population Index Action", "type": "stat" }, { @@ -2020,7 +2044,9 @@ "justifyMode": "auto", "orientation": "auto", "reduceOptions": { - "calcs": [], + "calcs": [ + "lastNotNull" + ], "fields": "queryruns", "values": false }, @@ -2042,9 +2068,9 @@ "format": "table", "fullMetaSearch": false, "includeNullMetadata": true, - "instant": true, + "instant": false, "legendFormat": "__auto", - "range": false, + "range": true, "refId": "A", "useBackend": false } @@ -2093,7 +2119,9 @@ "justifyMode": "auto", "orientation": "auto", "reduceOptions": { - "calcs": [], + "calcs": [ + "lastNotNull" + ], "fields": "queries", "values": false }, @@ -2115,9 +2143,9 @@ "format": "table", "fullMetaSearch": false, "includeNullMetadata": true, - "instant": true, + "instant": false, "legendFormat": "__auto", - "range": false, + "range": true, "refId": "A", "useBackend": false } @@ -2166,7 +2194,9 @@ "justifyMode": "auto", "orientation": "auto", "reduceOptions": { - "calcs": [], + "calcs": [ + "lastNotNull" + ], "fields": "querynbrlmt", "values": false }, @@ -2188,9 +2218,9 @@ "format": "table", "fullMetaSearch": false, "includeNullMetadata": true, - "instant": true, + "instant": false, "legendFormat": "__auto", - "range": false, + "range": true, "refId": "A", "useBackend": false } @@ -2238,7 +2268,9 @@ "justifyMode": "auto", "orientation": "auto", "reduceOptions": { - "calcs": [], + "calcs": [ + "lastNotNull" + ], "fields": "queryef", "values": false }, @@ -2260,9 +2292,9 @@ "format": "table", "fullMetaSearch": false, "includeNullMetadata": true, - "instant": true, + "instant": false, "legendFormat": "__auto", - "range": false, + "range": true, "refId": "A", "useBackend": false } @@ -2311,7 +2343,9 @@ "minVizWidth": 75, "orientation": "auto", "reduceOptions": { - "calcs": [], + "calcs": [ + "lastNotNull" + ], "fields": "", "values": false }, @@ -2334,9 +2368,9 @@ "fullMetaSearch": false, "hide": false, "includeNullMetadata": true, - "instant": true, + "instant": false, "legendFormat": "__auto", - "range": false, + "range": true, "refId": "B", "useBackend": false } @@ -2432,7 +2466,9 @@ "justifyMode": "auto", "orientation": "auto", "reduceOptions": { - "calcs": [], + "calcs": [ + "lastNotNull" + ], "fields": "/^recalltype$/", "values": false }, @@ -2456,9 +2492,9 @@ "fullMetaSearch": false, "hide": false, "includeNullMetadata": true, - "instant": true, + "instant": false, "legendFormat": "__auto", - "range": false, + "range": true, "refId": "B", "useBackend": false } @@ -2521,7 +2557,9 @@ "justifyMode": "auto", "orientation": "auto", "reduceOptions": { - "calcs": [], + "calcs": [ + "lastNotNull" + ], "fields": "querymetricvalue", "values": false }, @@ -2545,9 +2583,9 @@ "fullMetaSearch": false, "hide": false, "includeNullMetadata": true, - "instant": true, + "instant": false, "legendFormat": "__auto", - "range": false, + "range": true, "refId": "B", "useBackend": false } @@ -2610,7 +2648,9 @@ "justifyMode": "auto", "orientation": "auto", "reduceOptions": { - "calcs": [], + "calcs": [ + "lastNotNull" + ], "fields": "querymetricaerospikevalue", "values": false }, @@ -2634,9 +2674,9 @@ "fullMetaSearch": false, "hide": false, "includeNullMetadata": true, - "instant": true, + "instant": false, "legendFormat": "__auto", - "range": false, + "range": true, "refId": "B", "useBackend": false } @@ -2699,7 +2739,9 @@ "justifyMode": "auto", "orientation": "auto", "reduceOptions": { - "calcs": [], + "calcs": [ + "lastNotNull" + ], "fields": "/^querymetricbigvalue$/", "values": false }, @@ -2723,9 +2765,9 @@ "fullMetaSearch": false, "hide": false, "includeNullMetadata": true, - "instant": true, + "instant": false, "legendFormat": "__auto", - "range": false, + "range": true, "refId": "B", "useBackend": false } @@ -2880,7 +2922,8 @@ "mode": "absolute", "steps": [ { - "color": "green" + "color": "green", + "value": null } ] }, @@ -3117,8 +3160,8 @@ ] }, "time": { - "from": "2024-08-01T01:21:02.624Z", - "to": "2024-08-01T01:41:56.131Z" + "from": "now-5m", + "to": "now" }, "timepicker": { "refresh_intervals": [ @@ -3148,6 +3191,6 @@ "timezone": "", "title": "Aerospike HDF", "uid": "fzUPYeJIkhdf", - "version": 39, + "version": 42, "weekStart": "" } \ No newline at end of file diff --git a/aerospike/aerospikedataset.py b/aerospike/aerospikedataset.py index 49eed9eaa..afdc45082 100644 --- a/aerospike/aerospikedataset.py +++ b/aerospike/aerospikedataset.py @@ -268,7 +268,8 @@ async def index_exist(self, adminClient: vectorASyncAdminClient) -> Union[dict, existingIndexes = await adminClient.index_list() if len(existingIndexes) == 0: return None - indexInfo = [(index if index["id"]["namespace"] == self._vector_namespace + indexInfo = [(index if (index["id"]["namespace"] == self._vector_namespace + or index["storage"]["namespace"] == self._vector_namespace) and index["id"]["name"] == self._vector_name else None) for index in existingIndexes] if all(v is None for v in indexInfo): @@ -293,7 +294,8 @@ async def populate_vector_info(self) -> None: self.print_log(f'populate_vector_info: Vector Index: {self._vector_namespace}.{self._vector_name}, not found') raise FileNotFoundError(f"Vector Index {self._vector_namespace}.{self._vector_name} not found") - self._as_namespace : str = idxAttribs['storage']['namespace'] + self._as_namespace : str = idxAttribs['id']['namespace'] + self._vector_namespace = idxAttribs['storage']['namespace'] self._as_set : str = idxAttribs['sets'] self._as_vectorbinname : str = idxAttribs["field"] self._vector_distance : vectorTypes.VectorDistanceMetric = vectorTypes.VectorDistanceMetric(idxAttribs["vector_distance_metric"]) diff --git a/aerospike/aerospikehdf.py b/aerospike/aerospikehdf.py index 3f4d37ffe..c68c7226e 100644 --- a/aerospike/aerospikehdf.py +++ b/aerospike/aerospikehdf.py @@ -391,7 +391,7 @@ async def get_dataset(self) -> None: async def drop_index(self, adminClient: vectorASyncAdminClient) -> None: self.print_log(f'Dropping Index {self._idx_namespace}.{self._idx_name}') s = time.time() - await adminClient.index_drop(namespace=self._idx_namespace, + await adminClient.index_drop(namespace=self._namespace, name=self._idx_name) t = time.time() self._dropidx_histogram.record(t-s, {"ns":self._idx_namespace,"idx": self._idx_name}) @@ -423,7 +423,7 @@ async def _wait_for_idx_completion(self, client: vectorASyncClient): self._waitidx_counter.add(1, {"ns":self._idx_namespace,"idx": self._idx_name, "type":"Wait"}) try: - await client.wait_for_index_completion(namespace=self._idx_namespace, + await client.wait_for_index_completion(namespace=self._namespace, name=self._idx_name) except Exception as e: print(f'\n**Exception: "{e}" **\r\n') @@ -564,7 +564,8 @@ async def index_exist(self, adminClient: vectorASyncAdminClient) -> Union[dict, existingIndexes = await adminClient.index_list() if len(existingIndexes) == 0: return None - indexInfo = [(index if index["id"]["namespace"] == self._idx_namespace + indexInfo = [(index if (index["id"]["namespace"] == self._idx_namespace + or index["storage"]["namespace"] == self._idx_namespace) and index["id"]["name"] == self._idx_name else None) for index in existingIndexes] if all(v is None for v in indexInfo): @@ -596,6 +597,11 @@ async def populate(self) -> None: self.print_log(f'Index {self._idx_namespace}.{self._idx_name} Already Exists. Idx Info: {idxinfo}') self._idx_state = 'Exists' + if idxinfo['storage']['namespace'] != self._idx_namespace: + if self._idx_namespace is not None: + self.print_log(f"Index {self._idx_name} was found in namespace {idxinfo['storage']['namespace']} but {self._idx_namespace} was given. Using found namespace.", logging.WARN) + self._idx_namespace = idxinfo['storage']['namespace'] + #since this can be an external DB (not in a container), we need to clean up from prior runs #if the index name is in this list, we know it was created in this run group and don't need to drop the index. #If it is a fresh run, this list will not contain the index and we know it needs to be dropped. @@ -727,11 +733,11 @@ async def create_query_hdf(self) -> str: f.attrs["expect_extra"] = False f.attrs["index_size"] = 0 - if self._namespace == self._idx_namespace: - f.attrs["name"] = f'{self._namespace}.{self._setName}.{self._idx_name}, ef:{queryef}, hnsw:{f.attrs["hnsw"]}, k:{self._query_nbrlimit}' - else: - f.attrs["name"] = f'{self._namespace}.{self._setName}.{self._idx_name}, ef:{queryef}, hnsw:{f.attrs["hnsw"]}, k:{self._query_nbrlimit}' - + f.attrs["name"] = f'{self._namespace}.{self._setName}.{self._idx_namespace}.{self._idx_name}, ef:{queryef}, hnsw:{f.attrs["hnsw"]}, k:{self._query_nbrlimit}' + + f.attrs["set_name"] = f'{self._namespace}.{self._setName}' + f.attrs["index_name"] = f'{self._idx_namespace}.{self._idx_name}' + f.attrs["run_count"] = self._query_runs if self._query_distance is not None: @@ -800,7 +806,11 @@ async def query(self) -> None: self._namespace = idxinfo["id"]["namespace"] if self._query_hnswparams is None and self._idx_hnswparams is not None: self._query_hnswparams = vectorTypes.HnswSearchParams(ef=self._idx_hnswparams.ef) - + if idxinfo['storage']['namespace'] != self._idx_namespace: + if self._idx_namespace is not None: + self.print_log(f"Index {self._idx_name} was found in namespace {idxinfo['storage']['namespace']} but {self._idx_namespace} was given. Using found namespace.", logging.WARN) + self._idx_namespace = idxinfo['storage']['namespace'] + self.print_log(f'Starting Query Runs ({self._query_runs}) on {self._idx_namespace}.{self._idx_name}') metricfunc = None distancemetric : DistanceMetric= None @@ -1009,7 +1019,7 @@ async def vector_search(self, client:vectorASyncClient, query:List[float], runNb try: latency : int s = time.time_ns() - result = await client.vector_search(namespace=self._idx_namespace, + result = await client.vector_search(namespace=self._namespace, index_name=self._idx_name, query=query, limit=self._query_nbrlimit, diff --git a/aerospike/baseaerospike.py b/aerospike/baseaerospike.py index a3a15e401..c827f9e82 100644 --- a/aerospike/baseaerospike.py +++ b/aerospike/baseaerospike.py @@ -435,12 +435,13 @@ def vector_queue_status(self, adminclient : vectorAdminClient, queryapi:bool = T self._vector_queue_depth = 0 elif queryapi: try: - self._vector_queue_depth = adminclient.index_get_status(namespace=self._idx_namespace, + self._vector_queue_depth = adminclient.index_get_status(namespace=self._namespace, name=self._idx_name, timeout=2) except vectorTypes.AVSServerError as avse: self._vector_queue_depth = None - if avse.rpc_error.code() != vectorResultCodes.StatusCode.NOT_FOUND: + if (avse.rpc_error.code() != vectorResultCodes.StatusCode.NOT_FOUND + and avse.rpc_error.code() != vectorResultCodes.StatusCode.ABORTED): self._logger.exception(f"index_get_status failed ns={self._idx_namespace}, name={self._idx_name}") self._vector_queue_qry_time = 0 except Exception as e: @@ -515,8 +516,9 @@ def print_log(self, msg :str, logLevel :int = logging.INFO) -> None: async def shutdown(self, waitforcompletion:bool): if waitforcompletion and self._sleepexit > 0: - self.prometheus_status(True) + self.prometheus_status(True) self.print_log(f'existing sleeping {self._sleepexit}') + await asyncio.sleep(5) self._prometheus_meter_provider.force_flush() self._prometheus_metric_reader.force_flush() await asyncio.sleep(self._sleepexit) From 8c708297619629986d474a63f9fdc662bbd2bdfe Mon Sep 17 00:00:00 2001 From: randersenyb Date: Fri, 2 Aug 2024 12:49:07 -0700 Subject: [PATCH 03/17] Updated dashboard with heat map --- aerospike/AerospikeHDFDashboard.json | 98 +++++++++++++--------------- 1 file changed, 44 insertions(+), 54 deletions(-) diff --git a/aerospike/AerospikeHDFDashboard.json b/aerospike/AerospikeHDFDashboard.json index aa5950c3e..d6a01845b 100644 --- a/aerospike/AerospikeHDFDashboard.json +++ b/aerospike/AerospikeHDFDashboard.json @@ -23,12 +23,6 @@ "id": "__expr__", "version": "1.0.0" }, - { - "type": "panel", - "id": "barchart", - "name": "Bar chart", - "version": "" - }, { "type": "panel", "id": "gauge", @@ -41,6 +35,12 @@ "name": "Grafana", "version": "10.4.2" }, + { + "type": "panel", + "id": "heatmap", + "name": "Heatmap", + "version": "" + }, { "type": "datasource", "id": "prometheus", @@ -2889,45 +2889,17 @@ "description": "The number of queries that fall within a certain latency buckets in milliseconds", "fieldConfig": { "defaults": { - "color": { - "mode": "palette-classic" - }, "custom": { - "axisBorderShow": false, - "axisCenteredZero": false, - "axisColorMode": "series", - "axisLabel": "Queries", - "axisPlacement": "auto", - "axisSoftMin": 0, - "fillOpacity": 71, - "gradientMode": "none", "hideFrom": { "legend": false, "tooltip": false, "viz": false }, - "lineWidth": 3, "scaleDistribution": { "type": "linear" - }, - "thresholdsStyle": { - "mode": "off" } }, - "decimals": 0, - "fieldMinMax": false, - "mappings": [], - "min": 0, - "thresholds": { - "mode": "absolute", - "steps": [ - { - "color": "green", - "value": null - } - ] - }, - "unit": "locale" + "fieldMinMax": false }, "overrides": [] }, @@ -2939,27 +2911,44 @@ }, "id": 656, "options": { - "barRadius": 0, - "barWidth": 0.67, - "fullHighlight": false, - "groupWidth": 0.75, + "calculate": false, + "cellGap": 1, + "cellValues": { + "unit": "locale" + }, + "color": { + "exponent": 0.5, + "fill": "dark-orange", + "mode": "scheme", + "reverse": false, + "scale": "exponential", + "scheme": "RdYlBu", + "steps": 64 + }, + "exemplars": { + "color": "rgba(255,0,255,0.7)" + }, + "filterValues": { + "le": 0 + }, "legend": { - "calcs": [], - "displayMode": "list", - "placement": "bottom", - "showLegend": true + "show": true + }, + "rowsFrame": { + "layout": "auto" }, - "orientation": "auto", - "showValue": "never", - "stacking": "normal", "tooltip": { "mode": "single", - "sort": "none" + "showColorScale": false, + "yHistogram": false }, - "xField": "Time", - "xTickLabelRotation": 0, - "xTickLabelSpacing": 0 + "yAxis": { + "axisPlacement": "left", + "reverse": false, + "unit": "clockms" + } }, + "pluginVersion": "10.4.2", "targets": [ { "datasource": { @@ -2982,9 +2971,10 @@ } ], "title": "Vector Search Latency Buckets (ms)", - "type": "barchart" + "type": "heatmap" } ], + "refresh": "", "schemaVersion": 39, "tags": [ "Monitoring", @@ -3160,8 +3150,8 @@ ] }, "time": { - "from": "now-5m", - "to": "now" + "from": "2024-08-02T19:34:22.859Z", + "to": "2024-08-02T19:35:41.096Z" }, "timepicker": { "refresh_intervals": [ @@ -3191,6 +3181,6 @@ "timezone": "", "title": "Aerospike HDF", "uid": "fzUPYeJIkhdf", - "version": 42, + "version": 43, "weekStart": "" } \ No newline at end of file From 1cbadddd31c99670798ca38b7d19f22bfd8b8453 Mon Sep 17 00:00:00 2001 From: randersenyb Date: Fri, 2 Aug 2024 16:20:19 -0700 Subject: [PATCH 04/17] Updated dashboard and proce promethus HB update when trans from pop to wait for idx --- aerospike/AerospikeHDFDashboard.json | 8 ++++---- aerospike/aerospikehdf.py | 1 + aerospike/baseaerospike.py | 29 ++++++++++++++-------------- 3 files changed, 20 insertions(+), 18 deletions(-) diff --git a/aerospike/AerospikeHDFDashboard.json b/aerospike/AerospikeHDFDashboard.json index d6a01845b..e3d5f0aa0 100644 --- a/aerospike/AerospikeHDFDashboard.json +++ b/aerospike/AerospikeHDFDashboard.json @@ -1117,7 +1117,7 @@ "calcs": [ "lastNotNull" ], - "fields": "/^sum\\(aerospike_hdf_populate_total\\{instance=~\"172\\\\\\\\\\.28\\\\\\\\\\.86\\\\\\\\\\.158:9464\", ns=~\"test\", set=~\"glove\\-100\\-angular\"\\}\\)$/", + "fields": "/^sum\\(aerospike_hdf_populate_total\\{instance=~\"172\\\\\\\\\\.28\\\\\\\\\\.86\\\\\\\\\\.158:9464\", ns=~\"test\", set=~\"random\\-xs\\-20\\-angular\"\\}\\)$/", "values": false }, "showThresholdLabels": false, @@ -3150,8 +3150,8 @@ ] }, "time": { - "from": "2024-08-02T19:34:22.859Z", - "to": "2024-08-02T19:35:41.096Z" + "from": "2024-08-02T20:23:21.033Z", + "to": "2024-08-02T20:25:26.656Z" }, "timepicker": { "refresh_intervals": [ @@ -3181,6 +3181,6 @@ "timezone": "", "title": "Aerospike HDF", "uid": "fzUPYeJIkhdf", - "version": 43, + "version": 44, "weekStart": "" } \ No newline at end of file diff --git a/aerospike/aerospikehdf.py b/aerospike/aerospikehdf.py index c68c7226e..3df49ce47 100644 --- a/aerospike/aerospikehdf.py +++ b/aerospike/aerospikehdf.py @@ -690,6 +690,7 @@ async def populate(self) -> None: print('\n') self.print_log(f"Index Put {i:,} Recs in {t - s} (secs), TPS: {i/(t - s):,}") + self.prometheus_status(force=True) if self._idx_nowait: self.print_log(f"Index Population Completed") else: diff --git a/aerospike/baseaerospike.py b/aerospike/baseaerospike.py index c827f9e82..2165353bc 100644 --- a/aerospike/baseaerospike.py +++ b/aerospike/baseaerospike.py @@ -305,24 +305,25 @@ def _logging_init(self, runtimeArgs: argparse.Namespace, logger: logging.Logger) else: loggerASClient.setLevel(logging.getLevelName(self._asLogLevel)) - def prometheus_status(self, done:bool = False) -> None: + def prometheus_status(self, done:bool = False, force : bool = False) -> None: self.__cnthb__ += 1 - if self._heartbeat_stage == 0: - if self._heartbeat_current_stage == self._heartbeat_stage: - return - self._heartbeat_current_stage = self._heartbeat_stage + if not force: + if self._heartbeat_stage == 0: + if self._heartbeat_current_stage == self._heartbeat_stage: + return + self._heartbeat_current_stage = self._heartbeat_stage + + if self._heartbeat_stage == 1: + if self._heartbeat_current_stage == self._heartbeat_stage: + return + self._heartbeat_current_stage = self._heartbeat_stage + if self._heartbeat_stage == 2: + if self._heartbeat_current_stage == self._heartbeat_stage: + return + self._heartbeat_current_stage = self._heartbeat_stage - if self._heartbeat_stage == 1: - if self._heartbeat_current_stage == self._heartbeat_stage: - return - self._heartbeat_current_stage = self._heartbeat_stage - if self._heartbeat_stage == 2: - if self._heartbeat_current_stage == self._heartbeat_stage: - return - self._heartbeat_current_stage = self._heartbeat_stage - pausestate : str = None if done: pausestate = "Done" From bc577b37763d22a0154f09c9c498262c099b21f8 Mon Sep 17 00:00:00 2001 From: randersenyb Date: Fri, 2 Aug 2024 16:22:28 -0700 Subject: [PATCH 05/17] updated to 1.0.1.dev1 --- aerospike/requirements.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/aerospike/requirements.txt b/aerospike/requirements.txt index c9e2046a6..756b0654e 100644 --- a/aerospike/requirements.txt +++ b/aerospike/requirements.txt @@ -3,7 +3,7 @@ numpy psutil scipy aerospike -aerospike-vector-search +aerospike-vector-search=1.0.1.dev1 opentelemetry-api opentelemetry-sdk opentelemetry-exporter-prometheus From 8b870a37e3fbe19a5d258ae41f1cdc5d769847ab Mon Sep 17 00:00:00 2001 From: randersenyb Date: Fri, 2 Aug 2024 16:29:42 -0700 Subject: [PATCH 06/17] Dashboard update with fix for recall --- aerospike/AerospikeHDFDashboard.json | 632 ++++++++++----------------- 1 file changed, 240 insertions(+), 392 deletions(-) diff --git a/aerospike/AerospikeHDFDashboard.json b/aerospike/AerospikeHDFDashboard.json index e3d5f0aa0..39dbc40ab 100644 --- a/aerospike/AerospikeHDFDashboard.json +++ b/aerospike/AerospikeHDFDashboard.json @@ -143,9 +143,7 @@ "justifyMode": "auto", "orientation": "auto", "reduceOptions": { - "calcs": [ - "lastNotNull" - ], + "calcs": [], "fields": "dataset", "values": false }, @@ -167,9 +165,9 @@ "format": "table", "fullMetaSearch": false, "includeNullMetadata": true, - "instant": false, + "instant": true, "legendFormat": "__auto", - "range": true, + "range": false, "refId": "A", "useBackend": false } @@ -218,9 +216,7 @@ "justifyMode": "auto", "orientation": "auto", "reduceOptions": { - "calcs": [ - "lastNotNull" - ], + "calcs": [], "fields": "idxdist", "values": false }, @@ -242,9 +238,9 @@ "format": "table", "fullMetaSearch": false, "includeNullMetadata": true, - "instant": false, + "instant": true, "legendFormat": "__auto", - "range": true, + "range": false, "refId": "A", "useBackend": false } @@ -293,9 +289,7 @@ "justifyMode": "auto", "orientation": "auto", "reduceOptions": { - "calcs": [ - "lastNotNull" - ], + "calcs": [], "fields": "poprecs", "values": false }, @@ -317,9 +311,9 @@ "format": "table", "fullMetaSearch": false, "includeNullMetadata": true, - "instant": false, + "instant": true, "legendFormat": "__auto", - "range": true, + "range": false, "refId": "A", "useBackend": false } @@ -368,9 +362,7 @@ "justifyMode": "auto", "orientation": "auto", "reduceOptions": { - "calcs": [ - "lastNotNull" - ], + "calcs": [], "fields": "dims", "values": false }, @@ -392,9 +384,9 @@ "format": "table", "fullMetaSearch": false, "includeNullMetadata": true, - "instant": false, + "instant": true, "legendFormat": "__auto", - "range": true, + "range": false, "refId": "A", "useBackend": false } @@ -466,9 +458,9 @@ "format": "table", "fullMetaSearch": false, "includeNullMetadata": true, - "instant": false, + "instant": true, "legendFormat": "__auto", - "range": true, + "range": false, "refId": "A", "useBackend": false } @@ -523,7 +515,7 @@ }, "gridPos": { "h": 5, - "w": 4, + "w": 3, "x": 18, "y": 1 }, @@ -566,141 +558,6 @@ "title": "Errors", "type": "stat" }, - { - "collapsed": true, - "gridPos": { - "h": 1, - "w": 24, - "x": 0, - "y": 6 - }, - "id": 660, - "panels": [ - { - "datasource": { - "type": "prometheus", - "uid": "${DS_PROMETHEUS}" - }, - "description": "", - "fieldConfig": { - "defaults": { - "color": { - "mode": "palette-classic" - }, - "custom": { - "axisBorderShow": false, - "axisCenteredZero": false, - "axisColorMode": "text", - "axisLabel": "", - "axisPlacement": "auto", - "barAlignment": -1, - "drawStyle": "line", - "fillOpacity": 16, - "gradientMode": "none", - "hideFrom": { - "legend": false, - "tooltip": false, - "viz": false - }, - "insertNulls": false, - "lineInterpolation": "stepAfter", - "lineWidth": 1, - "pointSize": 5, - "scaleDistribution": { - "type": "linear" - }, - "showPoints": "auto", - "spanNulls": false, - "stacking": { - "group": "A", - "mode": "none" - }, - "thresholdsStyle": { - "mode": "off" - } - }, - "decimals": 0, - "fieldMinMax": false, - "mappings": [], - "thresholds": { - "mode": "absolute", - "steps": [ - { - "color": "green" - } - ] - }, - "unit": "locale" - }, - "overrides": [] - }, - "gridPos": { - "h": 13, - "w": 24, - "x": 0, - "y": 10 - }, - "id": 640, - "options": { - "legend": { - "calcs": [ - "max", - "lastNotNull" - ], - "displayMode": "table", - "placement": "bottom", - "showLegend": true - }, - "tooltip": { - "mode": "multi", - "sort": "none" - } - }, - "pluginVersion": "10.4.2", - "targets": [ - { - "datasource": { - "type": "prometheus", - "uid": "${DS_PROMETHEUS}" - }, - "disableTextWrap": false, - "editorMode": "builder", - "exemplar": false, - "expr": "aerospike_hdf_exception{ns=~\"$idxns\", instance=~\"$client\", idx=~\"$idxname\", run=~\"$QueryRun\"}", - "format": "time_series", - "fullMetaSearch": false, - "includeNullMetadata": true, - "instant": false, - "legendFormat": "{{instance}} - {{ns}}.{{idx}} Run: {{run}} {{exception_type}}", - "range": true, - "refId": "A", - "useBackend": false - }, - { - "datasource": { - "type": "prometheus", - "uid": "${DS_PROMETHEUS}" - }, - "disableTextWrap": false, - "editorMode": "builder", - "expr": "aerospike_hdf_exception{ns=~\"$namespace\", instance=~\"$client\", set=~\"$set\"}", - "fullMetaSearch": false, - "hide": false, - "includeNullMetadata": true, - "instant": false, - "legendFormat": "{{instance}} - {{ns}}.{{set}} {{exception_type}}", - "range": true, - "refId": "B", - "useBackend": false - } - ], - "title": "Exceptions", - "type": "timeseries" - } - ], - "title": "Exceptions", - "type": "row" - }, { "datasource": { "type": "prometheus", @@ -731,9 +588,9 @@ }, "gridPos": { "h": 3, - "w": 10, + "w": 9, "x": 0, - "y": 7 + "y": 6 }, "id": 663, "options": { @@ -742,9 +599,7 @@ "justifyMode": "auto", "orientation": "auto", "reduceOptions": { - "calcs": [ - "lastNotNull" - ], + "calcs": [], "fields": "/^fullname$/", "values": false }, @@ -766,9 +621,9 @@ "format": "table", "fullMetaSearch": false, "includeNullMetadata": true, - "instant": false, + "instant": true, "legendFormat": "__auto", - "range": true, + "range": false, "refId": "A", "useBackend": false } @@ -806,9 +661,9 @@ }, "gridPos": { "h": 3, - "w": 12, - "x": 10, - "y": 7 + "w": 9, + "x": 9, + "y": 6 }, "id": 664, "options": { @@ -817,9 +672,7 @@ "justifyMode": "auto", "orientation": "auto", "reduceOptions": { - "calcs": [ - "lastNotNull" - ], + "calcs": [], "fields": "/^fullname$/", "values": false }, @@ -841,9 +694,9 @@ "format": "table", "fullMetaSearch": false, "includeNullMetadata": true, - "instant": false, + "instant": true, "legendFormat": "__auto", - "range": true, + "range": false, "refId": "A", "useBackend": false } @@ -857,8 +710,143 @@ "h": 1, "w": 24, "x": 0, + "y": 9 + }, + "id": 660, + "panels": [], + "title": "Exceptions", + "type": "row" + }, + { + "datasource": { + "type": "prometheus", + "uid": "${DS_PROMETHEUS}" + }, + "description": "", + "fieldConfig": { + "defaults": { + "color": { + "mode": "palette-classic" + }, + "custom": { + "axisBorderShow": false, + "axisCenteredZero": false, + "axisColorMode": "text", + "axisLabel": "", + "axisPlacement": "auto", + "barAlignment": -1, + "drawStyle": "line", + "fillOpacity": 16, + "gradientMode": "none", + "hideFrom": { + "legend": false, + "tooltip": false, + "viz": false + }, + "insertNulls": false, + "lineInterpolation": "stepAfter", + "lineWidth": 1, + "pointSize": 5, + "scaleDistribution": { + "type": "linear" + }, + "showPoints": "auto", + "spanNulls": false, + "stacking": { + "group": "A", + "mode": "none" + }, + "thresholdsStyle": { + "mode": "off" + } + }, + "decimals": 0, + "fieldMinMax": false, + "mappings": [], + "thresholds": { + "mode": "absolute", + "steps": [ + { + "color": "green", + "value": null + } + ] + }, + "unit": "locale" + }, + "overrides": [] + }, + "gridPos": { + "h": 13, + "w": 24, + "x": 0, "y": 10 }, + "id": 640, + "options": { + "legend": { + "calcs": [ + "max", + "lastNotNull" + ], + "displayMode": "table", + "placement": "bottom", + "showLegend": true + }, + "tooltip": { + "mode": "multi", + "sort": "none" + } + }, + "pluginVersion": "10.4.2", + "targets": [ + { + "datasource": { + "type": "prometheus", + "uid": "${DS_PROMETHEUS}" + }, + "disableTextWrap": false, + "editorMode": "builder", + "exemplar": false, + "expr": "aerospike_hdf_exception{ns=~\"$idxns\", instance=~\"$client\", idx=~\"$idxname\", run=~\"$QueryRun\"}", + "format": "time_series", + "fullMetaSearch": false, + "includeNullMetadata": true, + "instant": false, + "legendFormat": "{{instance}} - {{ns}}.{{idx}} Run: {{run}} {{exception_type}}", + "range": true, + "refId": "A", + "useBackend": false + }, + { + "datasource": { + "type": "prometheus", + "uid": "${DS_PROMETHEUS}" + }, + "disableTextWrap": false, + "editorMode": "builder", + "expr": "aerospike_hdf_exception{ns=~\"$namespace\", instance=~\"$client\", set=~\"$set\"}", + "fullMetaSearch": false, + "hide": false, + "includeNullMetadata": true, + "instant": false, + "legendFormat": "{{instance}} - {{ns}}.{{set}} {{exception_type}}", + "range": true, + "refId": "B", + "useBackend": false + } + ], + "title": "Exceptions", + "type": "timeseries" + }, + { + "collapsed": false, + "gridPos": { + "h": 1, + "w": 24, + "x": 0, + "y": 23 + }, "id": 651, "panels": [], "title": "Population", @@ -920,7 +908,7 @@ "h": 5, "w": 3, "x": 0, - "y": 11 + "y": 24 }, "id": 649, "options": { @@ -929,9 +917,7 @@ "justifyMode": "auto", "orientation": "auto", "reduceOptions": { - "calcs": [ - "lastNotNull" - ], + "calcs": [], "fields": "paused", "values": false }, @@ -954,9 +940,9 @@ "fullMetaSearch": false, "hide": false, "includeNullMetadata": true, - "instant": false, + "instant": true, "legendFormat": "__auto", - "range": true, + "range": false, "refId": "B", "useBackend": false } @@ -999,7 +985,7 @@ "h": 5, "w": 3, "x": 3, - "y": 11 + "y": 24 }, "id": 626, "options": { @@ -1007,9 +993,7 @@ "minVizWidth": 75, "orientation": "auto", "reduceOptions": { - "calcs": [ - "lastNotNull" - ], + "calcs": [], "fields": "", "values": false }, @@ -1032,9 +1016,9 @@ "fullMetaSearch": false, "hide": false, "includeNullMetadata": true, - "instant": false, + "instant": true, "legendFormat": "__auto", - "range": true, + "range": false, "refId": "B", "useBackend": false } @@ -1106,7 +1090,7 @@ "h": 5, "w": 3, "x": 6, - "y": 11 + "y": 24 }, "id": 671, "options": { @@ -1117,7 +1101,7 @@ "calcs": [ "lastNotNull" ], - "fields": "/^sum\\(aerospike_hdf_populate_total\\{instance=~\"172\\\\\\\\\\.28\\\\\\\\\\.86\\\\\\\\\\.158:9464\", ns=~\"test\", set=~\"random\\-xs\\-20\\-angular\"\\}\\)$/", + "fields": "/^totcommits$/", "values": false }, "showThresholdLabels": false, @@ -1173,133 +1157,16 @@ { "fieldName": "poprecs", "handlerKey": "max" - }, - { - "fieldName": "Time", - "handlerKey": "__ignore" - }, - { - "fieldName": "__name__", - "handlerKey": "__ignore" - }, - { - "fieldName": "action", - "handlerKey": "__ignore" - }, - { - "fieldName": "anndist", - "handlerKey": "__ignore" - }, - { - "fieldName": "dataset", - "handlerKey": "__ignore" - }, - { - "fieldName": "dims", - "handlerKey": "__ignore" - }, - { - "fieldName": "hnswparams", - "handlerKey": "__ignore" - }, - { - "fieldName": "idx", - "handlerKey": "__ignore" - }, - { - "fieldName": "idxbin", - "handlerKey": "__ignore" - }, - { - "fieldName": "idxdist", - "handlerKey": "__ignore" - }, - { - "fieldName": "idxns", - "handlerKey": "__ignore" - }, - { - "fieldName": "idxstate", - "handlerKey": "__ignore" - }, - { - "fieldName": "instance", - "handlerKey": "__ignore" - }, - { - "fieldName": "job", - "handlerKey": "__ignore" - }, - { - "fieldName": "ns", - "handlerKey": "__ignore" - }, - { - "fieldName": "paused", - "handlerKey": "__ignore" - }, - { - "fieldName": "popconcurrent", - "handlerKey": "__ignore" - }, - { - "fieldName": "popresrcevt", - "handlerKey": "__ignore" - }, - { - "fieldName": "popwait", - "handlerKey": "__ignore" - }, - { - "fieldName": "queries", - "handlerKey": "__ignore" - }, - { - "fieldName": "querydistance", - "handlerKey": "__ignore" - }, - { - "fieldName": "queryef", - "handlerKey": "__ignore" - }, - { - "fieldName": "querymetricaerospikevalue", - "handlerKey": "__ignore" - }, - { - "fieldName": "querymetricbigvalue", - "handlerKey": "__ignore" - }, - { - "fieldName": "querymetricvalue", - "handlerKey": "__ignore" - }, - { - "fieldName": "querynbrlmt", - "handlerKey": "__ignore" - }, - { - "fieldName": "queryruns", - "handlerKey": "__ignore" - }, - { - "fieldName": "remainingRecs", - "handlerKey": "__ignore" - }, - { - "fieldName": "remainingquerynbrs", - "handlerKey": "__ignore" - }, - { - "fieldName": "set", - "handlerKey": "__ignore" - }, - { - "fieldName": "Value", - "handlerKey": "__ignore" } ] } + }, + { + "id": "renameByRegex", + "options": { + "regex": "^sum\\(.+", + "renamePattern": "totcommits" + } } ], "type": "gauge" @@ -1336,7 +1203,7 @@ "h": 5, "w": 3, "x": 9, - "y": 11 + "y": 24 }, "id": 669, "options": { @@ -1366,7 +1233,7 @@ "editorMode": "builder", "exemplar": false, "expr": "aerospike_hdf_vectorqueuedepth{instance=~\"$client\", idxns=~\"$idxns\", idx=~\"$idxname\"}", - "format": "time_series", + "format": "table", "fullMetaSearch": false, "includeNullMetadata": true, "instant": true, @@ -1486,7 +1353,7 @@ "h": 5, "w": 3, "x": 12, - "y": 11 + "y": 24 }, "id": 666, "options": { @@ -1495,9 +1362,7 @@ "justifyMode": "auto", "orientation": "auto", "reduceOptions": { - "calcs": [ - "lastNotNull" - ], + "calcs": [], "fields": "/^idxstate$/", "values": false }, @@ -1520,9 +1385,9 @@ "fullMetaSearch": false, "hide": false, "includeNullMetadata": true, - "instant": false, + "instant": true, "legendFormat": "__auto", - "range": true, + "range": false, "refId": "B", "useBackend": false } @@ -1584,9 +1449,9 @@ }, "gridPos": { "h": 3, - "w": 4, + "w": 6, "x": 15, - "y": 11 + "y": 24 }, "id": 665, "options": { @@ -1595,9 +1460,7 @@ "justifyMode": "auto", "orientation": "auto", "reduceOptions": { - "calcs": [ - "lastNotNull" - ], + "calcs": [], "fields": "/^popconcurrent$/", "values": false }, @@ -1620,9 +1483,9 @@ "fullMetaSearch": false, "hide": false, "includeNullMetadata": true, - "instant": false, + "instant": true, "legendFormat": "__auto", - "range": true, + "range": false, "refId": "B", "useBackend": false } @@ -1684,9 +1547,9 @@ }, "gridPos": { "h": 2, - "w": 2, + "w": 3, "x": 15, - "y": 14 + "y": 27 }, "id": 668, "options": { @@ -1695,9 +1558,7 @@ "justifyMode": "auto", "orientation": "auto", "reduceOptions": { - "calcs": [ - "lastNotNull" - ], + "calcs": [], "fields": "/^popresrcevt$/", "values": false }, @@ -1720,9 +1581,9 @@ "fullMetaSearch": false, "hide": false, "includeNullMetadata": true, - "instant": false, + "instant": true, "legendFormat": "__auto", - "range": true, + "range": false, "refId": "B", "useBackend": false } @@ -1784,9 +1645,9 @@ }, "gridPos": { "h": 2, - "w": 2, - "x": 17, - "y": 14 + "w": 3, + "x": 18, + "y": 27 }, "id": 667, "options": { @@ -1795,9 +1656,7 @@ "justifyMode": "auto", "orientation": "auto", "reduceOptions": { - "calcs": [ - "lastNotNull" - ], + "calcs": [], "fields": "/^popwait$/", "values": false }, @@ -1820,9 +1679,9 @@ "fullMetaSearch": false, "hide": false, "includeNullMetadata": true, - "instant": false, + "instant": true, "legendFormat": "__auto", - "range": true, + "range": false, "refId": "B", "useBackend": false } @@ -1932,7 +1791,7 @@ "h": 9, "w": 24, "x": 0, - "y": 16 + "y": 29 }, "id": 638, "options": { @@ -1976,7 +1835,7 @@ }, "disableTextWrap": false, "editorMode": "builder", - "expr": "aerospike_hdf_waitidxcompletion{ns=\"$idxns\", idx=\"$idxname\", instance=~\"$client\"}", + "expr": "aerospike_hdf_waitidxcompletion{ns=~\"$idxns\", idx=~\"$idxname\", instance=~\"$client\"}", "fullMetaSearch": false, "hide": false, "includeNullMetadata": true, @@ -1996,7 +1855,7 @@ "h": 1, "w": 24, "x": 0, - "y": 25 + "y": 38 }, "id": 652, "panels": [], @@ -2035,7 +1894,7 @@ "h": 5, "w": 3, "x": 0, - "y": 26 + "y": 39 }, "id": 646, "options": { @@ -2044,9 +1903,7 @@ "justifyMode": "auto", "orientation": "auto", "reduceOptions": { - "calcs": [ - "lastNotNull" - ], + "calcs": [], "fields": "queryruns", "values": false }, @@ -2068,9 +1925,9 @@ "format": "table", "fullMetaSearch": false, "includeNullMetadata": true, - "instant": false, + "instant": true, "legendFormat": "__auto", - "range": true, + "range": false, "refId": "A", "useBackend": false } @@ -2110,7 +1967,7 @@ "h": 5, "w": 3, "x": 3, - "y": 26 + "y": 39 }, "id": 650, "options": { @@ -2119,9 +1976,7 @@ "justifyMode": "auto", "orientation": "auto", "reduceOptions": { - "calcs": [ - "lastNotNull" - ], + "calcs": [], "fields": "queries", "values": false }, @@ -2143,9 +1998,9 @@ "format": "table", "fullMetaSearch": false, "includeNullMetadata": true, - "instant": false, + "instant": true, "legendFormat": "__auto", - "range": true, + "range": false, "refId": "A", "useBackend": false } @@ -2185,7 +2040,7 @@ "h": 5, "w": 3, "x": 6, - "y": 26 + "y": 39 }, "id": 647, "options": { @@ -2194,9 +2049,7 @@ "justifyMode": "auto", "orientation": "auto", "reduceOptions": { - "calcs": [ - "lastNotNull" - ], + "calcs": [], "fields": "querynbrlmt", "values": false }, @@ -2218,9 +2071,9 @@ "format": "table", "fullMetaSearch": false, "includeNullMetadata": true, - "instant": false, + "instant": true, "legendFormat": "__auto", - "range": true, + "range": false, "refId": "A", "useBackend": false } @@ -2259,7 +2112,7 @@ "h": 5, "w": 2, "x": 9, - "y": 26 + "y": 39 }, "id": 659, "options": { @@ -2268,9 +2121,7 @@ "justifyMode": "auto", "orientation": "auto", "reduceOptions": { - "calcs": [ - "lastNotNull" - ], + "calcs": [], "fields": "queryef", "values": false }, @@ -2292,9 +2143,9 @@ "format": "table", "fullMetaSearch": false, "includeNullMetadata": true, - "instant": false, + "instant": true, "legendFormat": "__auto", - "range": true, + "range": false, "refId": "A", "useBackend": false } @@ -2335,7 +2186,7 @@ "h": 5, "w": 3, "x": 11, - "y": 26 + "y": 39 }, "id": 648, "options": { @@ -2343,9 +2194,7 @@ "minVizWidth": 75, "orientation": "auto", "reduceOptions": { - "calcs": [ - "lastNotNull" - ], + "calcs": [], "fields": "", "values": false }, @@ -2368,9 +2217,9 @@ "fullMetaSearch": false, "hide": false, "includeNullMetadata": true, - "instant": false, + "instant": true, "legendFormat": "__auto", - "range": true, + "range": false, "refId": "B", "useBackend": false } @@ -2457,7 +2306,7 @@ "h": 5, "w": 2, "x": 14, - "y": 26 + "y": 39 }, "id": 653, "options": { @@ -2466,9 +2315,7 @@ "justifyMode": "auto", "orientation": "auto", "reduceOptions": { - "calcs": [ - "lastNotNull" - ], + "calcs": [], "fields": "/^recalltype$/", "values": false }, @@ -2492,9 +2339,9 @@ "fullMetaSearch": false, "hide": false, "includeNullMetadata": true, - "instant": false, + "instant": true, "legendFormat": "__auto", - "range": true, + "range": false, "refId": "B", "useBackend": false } @@ -2548,7 +2395,7 @@ "h": 5, "w": 2, "x": 16, - "y": 26 + "y": 39 }, "id": 654, "options": { @@ -2558,7 +2405,7 @@ "orientation": "auto", "reduceOptions": { "calcs": [ - "lastNotNull" + "firstNotNull" ], "fields": "querymetricvalue", "values": false @@ -2639,7 +2486,7 @@ "h": 5, "w": 3, "x": 18, - "y": 26 + "y": 39 }, "id": 661, "options": { @@ -2730,7 +2577,7 @@ "h": 5, "w": 3, "x": 21, - "y": 26 + "y": 39 }, "id": 657, "options": { @@ -2838,7 +2685,7 @@ "h": 13, "w": 24, "x": 0, - "y": 31 + "y": 44 }, "id": 610, "options": { @@ -2907,13 +2754,14 @@ "h": 15, "w": 24, "x": 0, - "y": 44 + "y": 57 }, "id": 656, "options": { "calculate": false, "cellGap": 1, "cellValues": { + "decimals": 0, "unit": "locale" }, "color": { @@ -2922,7 +2770,7 @@ "mode": "scheme", "reverse": false, "scale": "exponential", - "scheme": "RdYlBu", + "scheme": "RdBu", "steps": 64 }, "exemplars": { @@ -2945,7 +2793,7 @@ "yAxis": { "axisPlacement": "left", "reverse": false, - "unit": "clockms" + "unit": "ms" } }, "pluginVersion": "10.4.2", @@ -2974,7 +2822,7 @@ "type": "heatmap" } ], - "refresh": "", + "refresh": "5s", "schemaVersion": 39, "tags": [ "Monitoring", @@ -3150,8 +2998,8 @@ ] }, "time": { - "from": "2024-08-02T20:23:21.033Z", - "to": "2024-08-02T20:25:26.656Z" + "from": "now-1h", + "to": "now" }, "timepicker": { "refresh_intervals": [ @@ -3181,6 +3029,6 @@ "timezone": "", "title": "Aerospike HDF", "uid": "fzUPYeJIkhdf", - "version": 44, + "version": 8, "weekStart": "" } \ No newline at end of file From d94996bfbfb54da6e244431120f6076bb96dbcc9 Mon Sep 17 00:00:00 2001 From: randersenyb Date: Sat, 3 Aug 2024 08:55:50 -0700 Subject: [PATCH 07/17] Updated Dashboard to include commit vs uncommit to DB time series graph --- .vscode/launch.json | 15 + aerospike/AerospikeHDFDashboard.json | 2125 ++++++++++++++------------ 2 files changed, 1177 insertions(+), 963 deletions(-) diff --git a/.vscode/launch.json b/.vscode/launch.json index 1a033d6c9..ed3ed0587 100644 --- a/.vscode/launch.json +++ b/.vscode/launch.json @@ -120,6 +120,21 @@ "--exhaustedevt", "600" ], "console": "integratedTerminal" + }, + { + "name": "Python Debugger: hdf_import Sleep 30 mins large (prompt HDF)", + "type": "debugpy", + "request": "launch", + "program": "${workspaceFolder}/aerospike/hdf_import.py", + "cwd": "${workspaceFolder}/aerospike", + "args": [ + "--hdf", "${input:enterHDFFile}", + "--concurrency", "10000", + "--idxdrop", + "--logfile", "./hdfimport-hdf.log", + "--exhaustedevt", "1800" + ], + "console": "integratedTerminal" }, { "name": "Python Debugger: hdf_import angular (prompt HDF)", diff --git a/aerospike/AerospikeHDFDashboard.json b/aerospike/AerospikeHDFDashboard.json index 39dbc40ab..4d1236598 100644 --- a/aerospike/AerospikeHDFDashboard.json +++ b/aerospike/AerospikeHDFDashboard.json @@ -705,7 +705,7 @@ "type": "stat" }, { - "collapsed": false, + "collapsed": true, "gridPos": { "h": 1, "w": 24, @@ -713,131 +713,131 @@ "y": 9 }, "id": 660, - "panels": [], - "title": "Exceptions", - "type": "row" - }, - { - "datasource": { - "type": "prometheus", - "uid": "${DS_PROMETHEUS}" - }, - "description": "", - "fieldConfig": { - "defaults": { - "color": { - "mode": "palette-classic" - }, - "custom": { - "axisBorderShow": false, - "axisCenteredZero": false, - "axisColorMode": "text", - "axisLabel": "", - "axisPlacement": "auto", - "barAlignment": -1, - "drawStyle": "line", - "fillOpacity": 16, - "gradientMode": "none", - "hideFrom": { - "legend": false, - "tooltip": false, - "viz": false - }, - "insertNulls": false, - "lineInterpolation": "stepAfter", - "lineWidth": 1, - "pointSize": 5, - "scaleDistribution": { - "type": "linear" - }, - "showPoints": "auto", - "spanNulls": false, - "stacking": { - "group": "A", - "mode": "none" - }, - "thresholdsStyle": { - "mode": "off" - } - }, - "decimals": 0, - "fieldMinMax": false, - "mappings": [], - "thresholds": { - "mode": "absolute", - "steps": [ - { - "color": "green", - "value": null - } - ] - }, - "unit": "locale" - }, - "overrides": [] - }, - "gridPos": { - "h": 13, - "w": 24, - "x": 0, - "y": 10 - }, - "id": 640, - "options": { - "legend": { - "calcs": [ - "max", - "lastNotNull" - ], - 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false, + "editorMode": "builder", + "expr": "aerospike_hdf_exception{ns=~\"$namespace\", instance=~\"$client\", set=~\"$set\"}", + "fullMetaSearch": false, + "hide": false, + "includeNullMetadata": true, + "instant": false, + "legendFormat": "{{instance}} - {{ns}}.{{set}} {{exception_type}}", + "range": true, + "refId": "B", + "useBackend": false + } + ], + "title": "Exceptions", + "type": "timeseries" } ], "title": "Exceptions", - "type": "timeseries" + "type": "row" }, { "collapsed": false, @@ -845,7 +845,7 @@ "h": 1, "w": 24, "x": 0, - "y": 23 + "y": 10 }, "id": 651, "panels": [], @@ -908,7 +908,7 @@ "h": 5, "w": 3, "x": 0, - "y": 24 + "y": 11 }, "id": 649, "options": { @@ -985,7 +985,7 @@ "h": 5, "w": 3, "x": 3, - "y": 24 + "y": 11 }, "id": 626, "options": { @@ -1090,7 +1090,7 @@ "h": 5, "w": 3, "x": 6, - "y": 24 + "y": 11 }, "id": 671, "options": { @@ -1176,7 +1176,7 @@ "type": "prometheus", "uid": "${DS_PROMETHEUS}" }, - "description": "Number on the left are the uncommited vectors and the number on the right are the commited vectors to the DB", + "description": "Number on the left are the uncommitted vectors and the number on the right are the committed vectors to the DB", "fieldConfig": { "defaults": { "color": { @@ -1203,7 +1203,7 @@ "h": 5, "w": 3, "x": 9, - "y": 24 + "y": 11 }, "id": 669, "options": { @@ -1271,7 +1271,7 @@ "type": "math" } ], - "title": "Index Merge Queue Depth", + "title": "Uncommitted vs Committed ", "transformations": [ { "id": "configFromData", @@ -1284,14 +1284,14 @@ "id": "renameByRegex", "options": { "regex": "C \\{.*", - "renamePattern": "committed" + "renamePattern": "Committed " } }, { "id": "renameByRegex", "options": { "regex": "aerospike_hdf_.*", - "renamePattern": "uncommitted" + "renamePattern": "Uncommitted " } } ], @@ -1353,7 +1353,7 @@ "h": 5, "w": 3, "x": 12, - "y": 24 + "y": 11 }, "id": 666, "options": { @@ -1451,7 +1451,7 @@ "h": 3, "w": 6, "x": 15, - "y": 24 + "y": 11 }, "id": 665, "options": { @@ -1549,7 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instance=~\"$client\", run=~\"$QueryRun\"})", + "format": "heatmap", + "fullMetaSearch": false, + "includeNullMetadata": true, + "instant": false, + "interval": "", + "legendFormat": "__auto", + "range": true, + "refId": "A", + "useBackend": false + } + ], + "title": "Vector Search Latency Buckets (ms)", + "type": "heatmap" } ], - "title": "Vector Search Latency Buckets (ms)", - "type": "heatmap" + "title": "Vector Search/Query", + "type": "row" } ], - "refresh": "5s", + "refresh": "10s", "schemaVersion": 39, "tags": [ "Monitoring", @@ -3029,6 +3228,6 @@ "timezone": "", "title": "Aerospike HDF", "uid": "fzUPYeJIkhdf", - "version": 8, + "version": 10, "weekStart": "" } \ No newline at end of file From 0f3d9d068cbff4c379da178cfbb87085025299f7 Mon Sep 17 00:00:00 2001 From: randersenyb Date: Sat, 3 Aug 2024 09:03:36 -0700 Subject: [PATCH 08/17] Updated dashboard labels --- aerospike/AerospikeHDFDashboard.json | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/aerospike/AerospikeHDFDashboard.json b/aerospike/AerospikeHDFDashboard.json index 4d1236598..b9e8646ac 100644 --- a/aerospike/AerospikeHDFDashboard.json +++ b/aerospike/AerospikeHDFDashboard.json @@ -2035,7 +2035,7 @@ "useBackend": false } ], - "title": "Committed vs Uncommitted to DB ", + "title": "Upserted vs Committed vs Uncommitted to DB (Vectors)", "transformations": [ { "id": "renameByRegex", @@ -3197,7 +3197,7 @@ ] }, "time": { - "from": "now-1h", + "from": "now-5m", "to": "now" }, "timepicker": { @@ -3228,6 +3228,6 @@ "timezone": "", "title": "Aerospike HDF", "uid": "fzUPYeJIkhdf", - "version": 10, + "version": 11, "weekStart": "" } \ No newline at end of file From bb3a5feb0ec49af4a1feb2b5d24ea71f42447e1b Mon Sep 17 00:00:00 2001 From: randersenyb Date: Sat, 3 Aug 2024 09:20:02 -0700 Subject: [PATCH 09/17] Updated readme pictures --- aerospike/readme-HDFImportDashboard.png | Bin 407580 -> 323150 bytes aerospike/readme-HDFQueryDashboard.png | Bin 490472 -> 422459 bytes 2 files 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87b75a5fe52cf31b04c92fc9723c5e386cd98b9a Mon Sep 17 00:00:00 2001 From: randersenyb Date: Tue, 3 Sep 2024 12:24:17 -0700 Subject: [PATCH 10/17] Updated to AVS Python Client 1.1.0.dev3 (0.9.4) --- aerospike/aerospikehdf.py | 302 +++++++++--------- aerospike/helpers.py | 11 +- aerospike/requirements.txt | 2 +- .../algorithms/aerospike/Dockerfile | 2 +- ann_benchmarks/algorithms/aerospike/module.py | 138 ++++---- 5 files changed, 227 insertions(+), 228 deletions(-) diff --git a/aerospike/aerospikehdf.py b/aerospike/aerospikehdf.py index 3df49ce47..fff8bc0cf 100644 --- a/aerospike/aerospikehdf.py +++ b/aerospike/aerospikehdf.py @@ -39,14 +39,14 @@ def parse_arguments_population(parser: argparse.ArgumentParser) -> None: metavar="DS", help="the dataset to load training points from", default="glove-100-angular", - choices=DATASETS.keys(), + choices=DATASETS.keys(), ) group.add_argument( "--hdf", metavar="HDFFILE", help="A HDF file that will be the dataset to load training points from... Defaults to 'data' folder", default=None, - type=str + type=str ) parser.add_argument( '-c', "--concurrency", @@ -94,15 +94,15 @@ def parse_arguments_population(parser: argparse.ArgumentParser) -> None: default="HDF_embedding", ) parser.add_argument( - '-g', "--generatedetailsetname", + '-g', "--generatedetailsetname", help="Generates a Set name based on distance type, dimensions, index params, etc.", action='store_true' - ) + ) parser.add_argument( '-D', "--distancetype", metavar="DIST", help="The Vector's Index Distance Type. The default is to select the type based on the dataset", - type=str, + type=str, choices=[v.name for v in vectorTypes.VectorDistanceMetric], default=None ) @@ -114,12 +114,12 @@ def parse_arguments_population(parser: argparse.ArgumentParser) -> None: default='{"m": 16, "ef_construction": 100, "ef": 100}' ) parser.add_argument( - "--idxdrop", + "--idxdrop", help="If the Vector Index existence, it will be dropped. Otherwise is is updated.", action='store_true' - ) + ) parser.add_argument( - "--idxnowait", + "--idxnowait", help="Waiting for Index Completion is disabled.", action='store_true' ) @@ -128,7 +128,7 @@ def parse_arguments_population(parser: argparse.ArgumentParser) -> None: metavar="EVT", type=int, help=''' - This determines how the Resource Exhausted event is handled. + This determines how the Resource Exhausted event is handled. Values are: - < 0 -- All population events are stopped and will not resume until the Idx queue is cleared (wait for idx completion). @@ -144,13 +144,13 @@ def parse_arguments_population(parser: argparse.ArgumentParser) -> None: type=int, help="Determines the maximum number of records to populated. a value of -1 (default) all records in the HDF dataset are populated.", default=-1, - ) - BaseAerospike.parse_arguments(parser) - + ) + BaseAerospike.parse_arguments(parser) + @staticmethod def parse_arguments_query(parser: argparse.ArgumentParser) -> None: ''' - Adds the arguments required to query an index. + Adds the arguments required to query an index. ''' group = parser.add_mutually_exclusive_group(required=True) group.add_argument( @@ -165,7 +165,7 @@ def parse_arguments_query(parser: argparse.ArgumentParser) -> None: metavar="HDFFILE", help="A HDF file that will be the dataset to load search points from... Defaults to 'data' folder", default=None, - type=str + type=str ) parser.add_argument( '-N', "--idxnamespace", @@ -179,14 +179,14 @@ def parse_arguments_query(parser: argparse.ArgumentParser) -> None: metavar="IDX", help="The Vector Index Name. If not provided, it defaults to the dataset name with a suffix of '_idx'", default=None - ) + ) parser.add_argument( '-S', "--searchparams", metavar="PARM", type=json.loads, help="The Vector's Search Params (HnswSearchParams)", default=None - ) + ) parser.add_argument( '-r', "--runs", metavar="RUNS", @@ -202,17 +202,17 @@ def parse_arguments_query(parser: argparse.ArgumentParser) -> None: default=-1, ) parser.add_argument( - "--parallel", + "--parallel", help="Query runs are ran in parallel", action='store_true' - ) + ) parser.add_argument( - "--check", + "--check", help="Check Query Results", action='store_true' ) parser.add_argument( - "--noresultfile", + "--noresultfile", help="Do not produce a HDF5 result file.", action='store_true' ) @@ -236,14 +236,14 @@ def parse_arguments_query(parser: argparse.ArgumentParser) -> None: "--dontadustdistance", help="Don't adjust the distance returned by Aerospike based on the distance type (e.g., Square-Euclidean)", action='store_true' - ) - + ) + BaseAerospike.parse_arguments(parser) - + def __init__(self, runtimeArgs: argparse.Namespace, actions: OperationActions): - + super().__init__(runtimeArgs, logger) - + self._actions: OperationActions = actions self._datasetname: str = runtimeArgs.dataset self._dimensions = None @@ -255,10 +255,10 @@ def __init__(self, runtimeArgs: argparse.Namespace, actions: OperationActions): self._pausePuts : bool = False self._pks : Union[DSIterator, None] = None self._hdf_file : str = None - + if runtimeArgs.hdf is not None: self._hdf_file, self._datasetname = get_dataset_fn(runtimeArgs.hdf) - + if OperationActions.POPULATION in actions: self._idx_drop = runtimeArgs.idxdrop self._concurrency = runtimeArgs.concurrency @@ -271,7 +271,7 @@ def __init__(self, runtimeArgs: argparse.Namespace, actions: OperationActions): self._idx_namespace = self._namespace else: self._idx_namespace = runtimeArgs.idxnamespace - + if runtimeArgs.setname is None or not runtimeArgs.setname: self._setName = self._datasetname else: @@ -280,26 +280,26 @@ def __init__(self, runtimeArgs: argparse.Namespace, actions: OperationActions): if runtimeArgs.idxname is None or not runtimeArgs.idxname: self._idx_name = f'{self._datasetname}_Idx' else: - self._idx_name = runtimeArgs.idxname + self._idx_name = runtimeArgs.idxname self._idx_binName = runtimeArgs.vectorbinname - + if runtimeArgs.distancetype is not None and runtimeArgs.distancetype: self._idx_distance = next(v for v in vectorTypes.VectorDistanceMetric if v.name == runtimeArgs.distancetype) - + if runtimeArgs.indexparams is None or len(runtimeArgs.indexparams) == 0: self._idx_hnswparams = None else: self._idx_hnswparams = set_hnsw_params_attrs( vectorTypes.HnswParams(), runtimeArgs.indexparams - ) - + ) + if OperationActions.QUERY in actions: self._idx_namespace = runtimeArgs.idxnamespace if runtimeArgs.idxname is None or not runtimeArgs.idxname: self._idx_name = f'{self._datasetname}_Idx' else: - self._idx_name = runtimeArgs.idxname + self._idx_name = runtimeArgs.idxname self._query_runs = runtimeArgs.runs self._query_parallel = runtimeArgs.parallel self._query_check = runtimeArgs.check @@ -315,7 +315,7 @@ def __init__(self, runtimeArgs: argparse.Namespace, actions: OperationActions): self._query_produce_resultfile : bool = not runtimeArgs.noresultfile self._query_distance_no_adjustments = runtimeArgs.dontadustdistance self._query_distancecalc = runtimeArgs.distancecalc - + if runtimeArgs.searchparams is None or len(runtimeArgs.searchparams) == 0: self._query_hnswparams = None else: @@ -326,16 +326,16 @@ def __init__(self, runtimeArgs: argparse.Namespace, actions: OperationActions): async def __aenter__(self): return self - + async def __aexit__(self, exc_type, exc_val, exc_tb): if exc_type is not None: self._logger.exception(f"error detected on exit.") await super().shutdown(exc_type is None) - + async def get_dataset(self) -> None: - + self.print_log(f'get_dataset: {self} hdf: {self._hdf_file}') - + (self._trainarray, self._queryarray, self._neighbors, @@ -344,12 +344,12 @@ async def get_dataset(self) -> None: self._dataset, self._dimensions, self._pks) = load_and_transform_dataset(self._datasetname, self._hdf_file) - - distance = distance.lower() + + distance = distance.lower() self._ann_distance = distance - + if self._query_distancecalc is None or not self._query_distancecalc: - self._query_distancecalc = self._ann_distance + self._query_distancecalc = self._ann_distance if self._idx_distance is None: self._idx_distance = DistanceMaps.get(self._query_distancecalc) else: @@ -360,34 +360,34 @@ async def get_dataset(self) -> None: if self._idx_distance is None or not self._idx_distance: raise ValueError(f"Distance Map '{distance}' was not found.") - + if self._dataset.attrs.get('sourceidxname', None) is not None: if (self._idx_name != self._dataset.attrs['sourceidxname'] or self._idx_namespace != self._dataset.attrs['sourceisxnamespace']): self.print_log(f"Index Name doesn't match source idx name in HDF file. Names are: {self._idx_namespace}.{self._idx_name} != {self._dataset.attrs['sourceisxnamespace']}.{ self._dataset.attrs['sourceidxname']}", logging.WARN) - + if self._paramsetname: if self._idx_distance.casefold() == distance.casefold(): setNameType = self._idx_distance else: setNameType = f'{distance}_{self._idx_distance}' self._setName = f'{self._setName}_{setNameType}_{self._dimensions}_{self._idx_hnswparams.m}_{self._idx_hnswparams.ef_construction}_{self._idx_hnswparams.ef}' - self._idx_name = f'{self._setName}_Idx' - + self._idx_name = f'{self._setName}_Idx' + if not self._neighbors.isempty() and (self._query_nbrlimit is None or self._query_nbrlimit <= 0 or self._query_nbrlimit > len(self._neighbors[0])): self._query_nbrlimit = len(self._neighbors[0]) - - self._remainingrecs = 0 + + self._remainingrecs = 0 self._remainingquerynbrs = 0 - + if self._dataset.attrs.get("recall", None) is not None: self.print_log(f"Precalculated Recall value found {self._dataset.attrs['recall']}") - + self._heartbeat_stage = 1 self.prometheus_status() self.print_log(f'get_dataset Exit: {self}, {self._ann_distance}, {self._idx_distance}, Train Array: {len(self._trainarray)}, Query Array: {len(self._queryarray)}, Distance: {distance}, Dimensions: {self._dimensions}, Neighbors: {len(self._neighbors)}, Distances: {len(self._distances)}, PK array: {len(self._pks)}') - + async def drop_index(self, adminClient: vectorASyncAdminClient) -> None: self.print_log(f'Dropping Index {self._idx_namespace}.{self._idx_name}') s = time.time() @@ -397,11 +397,11 @@ async def drop_index(self, adminClient: vectorASyncAdminClient) -> None: self._dropidx_histogram.record(t-s, {"ns":self._idx_namespace,"idx": self._idx_name}) print('\n') self._idx_state = 'Dropped' - self.print_log(f'Drop Index Time (sec) = {t - s}') - + self.print_log(f'Drop Index Time (sec) = {t - s}') + async def create_index(self, adminClient: vectorASyncAdminClient) -> None: global aerospikeIdxNames - self.print_log(f'Creating Index {self._idx_namespace}.{self._idx_name}') + self.print_log(f'Creating Index {self._idx_namespace}.{self._idx_name}') s = time.time() await adminClient.index_create(namespace=self._namespace, name=self._idx_name, @@ -413,15 +413,15 @@ async def create_index(self, adminClient: vectorASyncAdminClient) -> None: index_storage= vectorTypes.IndexStorage(namespace=self._idx_namespace) ) t = time.time() - self.print_log(f'Index Creation Time (sec) = {t - s}') + self.print_log(f'Index Creation Time (sec) = {t - s}') aerospikeIdxNames.append(self._idx_name) self._idx_state = 'Created' async def _wait_for_idx_completion(self, client: vectorASyncClient): - - self._waitidx = True + + self._waitidx = True self._waitidx_counter.add(1, {"ns":self._idx_namespace,"idx": self._idx_name, "type":"Wait"}) - + try: await client.wait_for_index_completion(namespace=self._namespace, name=self._idx_name) @@ -434,13 +434,13 @@ async def _wait_for_idx_completion(self, client: vectorASyncClient): finally: self._waitidx_counter.add(-1, {"ns":self._idx_namespace,"idx": self._idx_name, "type":"Wait"}) self._waitidx = False - + async def _put_wait_completion_handler(self, key: int, embedding, i: int, client: vectorASyncClient, logLevel: int) -> None: - + if self._idx_resource_cnt == 0: self._idx_resource_cnt += 1 s = time.time() - await self._wait_for_idx_completion(client) + await self._wait_for_idx_completion(client) t = time.time() if logLevel == logging.WARNING: self.print_log(msg=f"Index Completed Time (sec) = {t - s}, Going to Reissue Puts for Idx: {self._idx_namespace}.{self._idx_name}", @@ -450,15 +450,15 @@ async def _put_wait_completion_handler(self, key: int, embedding, i: int, client else: self._idx_resource_cnt += 1 await asyncio.sleep(10) - + try: - + #If true we need to sleep here waiting for index completion # since this wasn't the task that called wait for completion while self._waitidx: logger.debug(msg=f"Wait for Index Completed. Sleeping until completion done for Count: {i}, Key: {key}, Idx: {self._idx_namespace}.{self._idx_name}") await asyncio.sleep(60) - + await self.put_vector(key, embedding, i, client, True) except Exception as e: print(f'\n**Exception: "{e}" **\r\n') @@ -467,7 +467,7 @@ async def _put_wait_completion_handler(self, key: int, embedding, i: int, client self._exception_counter.add(1, {"exception_type":e, "handled_by_user":False,"ns":self._idx_namespace,"idx":self._idx_name}) raise finally: - self._idx_resource_cnt -= 1 + self._idx_resource_cnt -= 1 if(self._idx_resource_cnt <= 0): self._pausePuts = False self._idx_resource_cnt = 0 @@ -476,12 +476,12 @@ async def _put_wait_completion_handler(self, key: int, embedding, i: int, client logLevel=logging.WARNING) else: logger.debug(msg=f"Resuming population for Count: {i}, Key: {key}, Idx: {self._idx_namespace}.{self._idx_name}") - + async def _put_wait_sleep_handler(self, key: int, embedding, i: int, client: vectorASyncClient, logLevel: int) -> None: - + if self._idx_resource_cnt == 0: self._waitidx_counter.add(1, {"ns":self._idx_namespace,"idx": self._idx_name, "type":"Sleep"}) - + self._idx_resource_cnt += 1 if logLevel == logging.WARNING: self.print_log(msg=f"Resource Exhausted Going to Sleep {self._idx_resource_event}: {self._idx_namespace}.{self._idx_name}", @@ -490,9 +490,9 @@ async def _put_wait_sleep_handler(self, key: int, embedding, i: int, client: vec logger.debug(msg=f"Resource Exhausted Sleep {self._idx_resource_event}, Going to Reissue Puts for Count: {i}, Key: {key}, Idx: {self._idx_namespace}.{self._idx_name}") try: await asyncio.sleep(self._idx_resource_event) - + await self.put_vector(key, embedding, i, client, True) - + except Exception as e: print(f'\n**Exception: "{e}" **\r\n') logger.exception(f"Sleep for Idx Resource Exhausted Failure on Idx: {self._idx_namespace}.{self._idx_name}") @@ -500,13 +500,13 @@ async def _put_wait_sleep_handler(self, key: int, embedding, i: int, client: vec self._exception_counter.add(1, {"exception_type":e, "handled_by_user":False,"ns":self._idx_namespace,"idx":self._idx_name}) raise finally: - self._idx_resource_cnt -= 1 + self._idx_resource_cnt -= 1 if(self._idx_resource_cnt <= 0): self._pausePuts = False self._idx_resource_cnt = 0 - + self._waitidx_counter.add(-1, {"ns":self._idx_namespace,"idx": self._idx_name, "type":"Sleep"}) - + if logLevel == logging.WARNING: self.print_log(msg=f"Resuming population for Idx: {self._idx_namespace}.{self._idx_name}", logLevel=logging.WARNING) @@ -523,12 +523,12 @@ async def _resourceexhaused_handler(self, key: int, embedding, i: int, client: v logLevel=logging.WARNING) else: logger.debug(f"Resource Exhausted on Put on Count: {i}, Key: {key}, Idx: {self._idx_namespace}.{self._idx_name}. Going to Pause Population and Wait...") - + if self._idx_resource_event < 0: await self._put_wait_completion_handler(key, embedding, i, client, logLevel) else: await self._put_wait_sleep_handler(key, embedding, i, client, logLevel) - + async def put_vector(self, key, embedding, i: int, client: vectorASyncClient, retry: bool = False) -> None: try: try: @@ -541,7 +541,7 @@ async def put_vector(self, key, embedding, i: int, client: vectorASyncClient, re record_data={ self._idx_binName:embedding.tolist() } - ) + ) except vectorTypes.AVSServerError as avse: if self._idx_resource_event != 0 and not retry and avse.rpc_error.code() == vectorResultCodes.StatusCode.RESOURCE_EXHAUSTED: await self._resourceexhaused_handler(key, embedding, i, client) @@ -571,37 +571,37 @@ async def index_exist(self, adminClient: vectorASyncAdminClient) -> Union[dict, if all(v is None for v in indexInfo): return None return next(i for i in indexInfo if i is not None) - + async def populate(self) -> None: ''' Polulates the vector index based on HDF dataset. ''' global aerospikeIdxNames - + if self._trainarray.dtype != np.float32: self._trainarray = self._trainarray.astype(np.float32) - + self.print_log(f'populate: {self} Shape: {self._trainarray.shape}') - + self._heartbeat_stage = 2 self.prometheus_status() - + async with vectorASyncAdminClient(seeds=self._host, listener_name=self._listern, is_loadbalancer=self._useloadbalancer ) as adminClient: - + #If exists, no sense to try creation... idxinfo = await self.index_exist(adminClient) if idxinfo is not None: self.print_log(f'Index {self._idx_namespace}.{self._idx_name} Already Exists. Idx Info: {idxinfo}') self._idx_state = 'Exists' - + if idxinfo['storage']['namespace'] != self._idx_namespace: if self._idx_namespace is not None: self.print_log(f"Index {self._idx_name} was found in namespace {idxinfo['storage']['namespace']} but {self._idx_namespace} was given. Using found namespace.", logging.WARN) self._idx_namespace = idxinfo['storage']['namespace'] - + #since this can be an external DB (not in a container), we need to clean up from prior runs #if the index name is in this list, we know it was created in this run group and don't need to drop the index. #If it is a fresh run, this list will not contain the index and we know it needs to be dropped. @@ -619,12 +619,12 @@ async def populate(self) -> None: idxinfo) else: await self.create_index(adminClient) - + async with vectorASyncClient(seeds=self._host, listener_name=self._listern, is_loadbalancer=self._useloadbalancer - ) as client: - + ) as client: + self._heartbeat_stage = 3 self.prometheus_status() @@ -639,7 +639,7 @@ async def populate(self) -> None: i = 1 self._populate_counter.add(0, {"type": "upsert","ns":self._namespace,"set":self._setName}) usePKValues : bool = not self._pks.isempty() - + for key, embedding in enumerate(self._trainarray): if usePKValues: key = self._pks[key] @@ -654,11 +654,11 @@ async def populate(self) -> None: while (self._pausePuts): if loopTimes % 30 == 0: self.print_log(f"Paused Population still waiting at {loopTimes} mins!", logging.WARNING) - loopTimes += 1 + loopTimes += 1 logger.debug(f"Putting Paused {loopTimes}") await asyncio.sleep(60) self.print_log(f"Resuming Population at {loopTimes} mins", logging.WARNING) - + if self._concurrency < 0: taskPuts.append(self.put_vector(key, embedding, i, client)) elif self._concurrency <= 1: @@ -674,27 +674,27 @@ async def populate(self) -> None: logger.debug(f"Put Tasks Completed") self._remainingrecs -= len(taskPuts) taskPuts.clear() - + print('Index Put Counter [%d]\r'%i, end="") i += 1 if self._idx_maxrecs >= 0 and i > self._idx_maxrecs: break - + i -= 1 logger.debug(f"Waiting for Put Tasks (finial {len(taskPuts)}) to Complete at {i}") await asyncio.gather(*taskPuts) self._populate_counter.add(len(taskPuts), {"type": "upsert","ns":self._namespace,"set":self._setName}) t = time.time() self._remainingrecs -= len(taskPuts) - logger.info(f"All Put Tasks ({i}) Completed") + logger.info(f"All Put Tasks ({i}) Completed") print('\n') self.print_log(f"Index Put {i:,} Recs in {t - s} (secs), TPS: {i/(t - s):,}") - + self.prometheus_status(force=True) if self._idx_nowait: self.print_log(f"Index Population Completed") else: - #Wait for Idx to complete + #Wait for Idx to complete self.print_log("waiting for indexing to complete") w = time.time() await self._wait_for_idx_completion(client) @@ -707,10 +707,10 @@ async def create_query_hdf(self) -> str: import os from string import digits from datasets import get_dataset_fn - + hdfpath, _ = get_dataset_fn(self._datasetname, "results") self.print_log(f'Creating Query HDF dataset {hdfpath}') - + with h5py.File(hdfpath, "w") as f: f.attrs["algo"] = "aerospike-standalone-ann" f.attrs["batch_mode"] = self._query_parallel @@ -725,30 +725,30 @@ async def create_query_hdf(self) -> str: f.attrs["distance_ann"] = self._ann_distance f.attrs["distance_aerospike"] = self._idx_distance.name f.attrs["hnsw"] = hnswstr(self._idx_hnswparams) - + if self._query_hnswparams is None: queryef = '' if self._idx_hnswparams is None else str(self._idx_hnswparams.ef) else: - queryef = self._query_hnswparams.ef + queryef = self._query_hnswparams.ef f.attrs["ef"] = queryef - + f.attrs["expect_extra"] = False f.attrs["index_size"] = 0 f.attrs["name"] = f'{self._namespace}.{self._setName}.{self._idx_namespace}.{self._idx_name}, ef:{queryef}, hnsw:{f.attrs["hnsw"]}, k:{self._query_nbrlimit}' - f.attrs["set_name"] = f'{self._namespace}.{self._setName}' + f.attrs["set_name"] = f'{self._namespace}.{self._setName}' f.attrs["index_name"] = f'{self._idx_namespace}.{self._idx_name}' - + f.attrs["run_count"] = self._query_runs - + if self._query_distance is not None: f.create_dataset("distances", data=self._query_distance) f.create_dataset("distance_aerospike", data=self._query_distance_aerospike) - f.create_dataset("neighbors", data=self._query_neighbors) + f.create_dataset("neighbors", data=self._query_neighbors) f.create_dataset("times", data=[round(l * 0.001,3) for l in self._query_latencies]) - + grp = f.create_group("metrics") - + if self._query_metric is not None: if self._query_metric_result is not None: metrictype = self._query_metric["type"] @@ -756,34 +756,34 @@ async def create_query_hdf(self) -> str: mgrp.attrs["mean"] = self._query_metric_result.d[metrictype].attrs["mean"] mgrp.attrs["std"] = self._query_metric_result.d[metrictype].attrs["std"] mgrp.create_dataset("recalls", data=self._query_metric_result.d[metrictype].d["recalls"]) - + if self._query_metric_aerospike_result is not None: metrictype = self._query_metric["type"] mgrp = grp.create_group(f'{metrictype}_aerospike') mgrp.attrs["mean"] = self._query_metric_aerospike_result.d[metrictype].attrs["mean"] mgrp.attrs["std"] = self._query_metric_aerospike_result.d[metrictype].attrs["std"] mgrp.create_dataset("recalls", data=self._query_metric_aerospike_result.d[metrictype].d["recalls"]) - + if self._query_metric_bigann_result is not None: - metrictype = "knn" + metrictype = "knn" mgrp = grp.create_group("knn_big") mgrp.attrs["mean"] = self._query_metric_bigann_result.d[metrictype].attrs["mean"] mgrp.attrs["std"] = self._query_metric_bigann_result.d[metrictype].attrs["std"] mgrp.create_dataset("recalls", data=self._query_metric_bigann_result.d[metrictype].d["recalls"]) - + self.print_log(f"Created HDF dataset '{hdfpath}'") - + return hdfpath async def query(self) -> None: ''' - Performs a query using the query array from the HDF dataset. + Performs a query using the query array from the HDF dataset. ''' from distance import metrics as DISTANCES from bigann.metrics import knn as bigknn - + self.print_log(f'Query: {self} Shape: {self._trainarray.shape}') - + self._heartbeat_stage = 2 self.prometheus_status() @@ -791,14 +791,14 @@ async def query(self) -> None: listener_name=self._listern, is_loadbalancer=self._useloadbalancer ) as adminClient: - + idxinfo = await self.index_exist(adminClient) if idxinfo is None: self.print_log(f'Query: Vector Index: {self._idx_namespace}.{self._idx_name}, not found') self._exception_counter.add(1, {"exception_type":"Index not found", "handled_by_user":False,"ns":self._idx_namespace,"set":self._idx_name}) self._idx_state = 'Not Found' raise FileNotFoundError(f"Vector Index {self._idx_namespace}.{self._idx_name} not found") - + self._idx_state = 'Exists' self.print_log(f'Found Index {self._idx_namespace}.{self._idx_name} with Info {idxinfo}') self._idx_hnswparams = idxinfo['hnsw_params'] @@ -811,22 +811,22 @@ async def query(self) -> None: if self._idx_namespace is not None: self.print_log(f"Index {self._idx_name} was found in namespace {idxinfo['storage']['namespace']} but {self._idx_namespace} was given. Using found namespace.", logging.WARN) self._idx_namespace = idxinfo['storage']['namespace'] - + self.print_log(f'Starting Query Runs ({self._query_runs}) on {self._idx_namespace}.{self._idx_name}') metricfunc = None distancemetric : DistanceMetric= None if not self._neighbors.isempty(): metricfunc = None if self._query_metric is None else self._query_metric["function"] distancemetric = DISTANCES[self._query_distancecalc] - + async with vectorASyncClient(seeds=self._host, listener_name=self._listern, is_loadbalancer=self._useloadbalancer ) as client: - + self._heartbeat_stage = 3 self.prometheus_status() - + s = time.time() totalquerytime : float = 0.0 taskPuts = [] @@ -846,28 +846,28 @@ async def query(self) -> None: self._query_latencies) = await self.query_run(client, i, distancemetric) totalquerytime += sum(self._query_latencies) - - if metricfunc is not None: + + if metricfunc is not None: if len(self._query_distance) == 0: self._query_metric_value = None - else: + else: self._query_metric_value = metricfunc(self._distances, self._query_distance, self._query_metric_result, i-1, len(self._query_distance[0])) metricValues.append(self._query_metric_value) self._aerospike_metric_value = metricfunc(self._distances, self._query_distance_aerospike, self._query_metric_aerospike_result, i-1, len(self._query_distance_aerospike[0])) metricValuesAS.append(self._aerospike_metric_value) - + if len(self._query_neighbors) == 0 or self._neighbors.isempty(): self._query_metric_big_value = None else: self._query_metric_big_value = bigknn((self._neighbors,self._distances), self._query_neighbors, len(self._query_neighbors[0]), self._query_metric_bigann_result).attrs["mean"] metricValuesBig.append(self._query_metric_big_value) - + self._logger.info(f"Run: {i}, Neighbors: {len(self._query_neighbors)}, {'No distance' if distancemetric is None else distancemetric.type} {self._query_metric['type']}: {self._query_metric_value}, aerospike recall: {self._aerospike_metric_value}, Big: {self._query_metric_big_value}") - + i += 1 - + if len(taskPuts) > 0: - queries = await asyncio.gather(*taskPuts) + queries = await asyncio.gather(*taskPuts) i = 0 totalquerytime = 0.0 for rundist, runasdist, runnns, times in queries: @@ -883,24 +883,24 @@ async def query(self) -> None: self._query_latencies = times totalquerytime += sum(times) i += 1 - + t = time.time() self._query_metric_value = statistics.mean(metricValues) self._aerospike_metric_value = statistics.mean(metricValuesAS) self._query_metric_big_value = statistics.mean(metricValuesBig) - + print('\n') totqueries = sum([len(x[1]) for x in queries]) self.print_log(f'Finished Query Runs on {self._idx_namespace}.{self._idx_name}; Total queries {totqueries} in {totalquerytime} secs (overall {{t-s}} secs), {totqueries/totalquerytime} TPS, {None if self._query_metric is None else self._query_metric["type"]}: {self._query_metric_value}, Aerospike recall: {self._aerospike_metric_value}, Big Recall: {self._query_metric_big_value}') - + if self._query_produce_resultfile and self._query_neighbors is not None: await self.create_query_hdf() async def _check_query_neighbors(self, results:List[Any], idx:int, runNbr:int) -> bool: - - compareresult = None - + + compareresult = None + if len(results) == len(self._neighbors[idx]): compareresult = results == self._neighbors[idx] if all(compareresult): @@ -916,32 +916,32 @@ async def _check_query_neighbors(self, results:List[Any], idx:int, runNbr:int) - self._exception_counter.add(1, {"exception_type":"Results don't Match Expected Neighbors", "handled_by_user":False,"ns":self._idx_namespace,"idx":self._idx_name,"run":runNbr}) logger.warn(f"Results do not Match Expected Neighbors for {self._idx_namespace}.{self._idx_name} for Query {idx}") logger.warn(f"Comparison Results: {compareresult}") - + return False - + async def _check_query_distances(self, distances:List[float], distances_aerospike:List[float], idx:int, runNbr:int) -> bool: import operator subresult = np.array(list(map(operator.sub, distances, distances_aerospike))) subresult = np.around(subresult, 6) - + if np.all(subresult == 0): return True; - + self._exception_counter.add(1, {"exception_type":"Distances don't match", "handled_by_user":False,"ns":self._idx_namespace,"idx":self._idx_name,"run":runNbr}) logger.warn(f"Distance Results do not Match between Calculated and Aerospike (negative values towards Aerospike) {self._idx_namespace}.{self._idx_name} for Query {idx}") logger.warn(f"Results: {subresult.tolist()}") - + return False def _get_orginal_vector_from_pk(self, pk : any) -> Union[np.ndarray, List]: - + self._logger.debug(f"_get_orginal_vector_from_pk: pk:{pk}") if self._pks.isempty(): return self._trainarray[pk] else: return self._pks.getorginalitem(pk, self._trainarray) - + async def query_run(self, client:vectorASyncClient, runNbr:int, distancemetric : DistanceMetric) -> tuple[List, List, List, List[float]]: ''' Returns a tuple of calculated distances, aerospike distances, neighbors, latency times @@ -952,7 +952,7 @@ async def query_run(self, client:vectorASyncClient, runNbr:int, distancemetric : runasdistance = [] runnneighbors = [] runlatencies = [] - + self._query_current_run = runNbr self._query_counter.add(0, {"type": "Vector Search","ns":self._idx_namespace,"idx":self._idx_name, "run": runNbr}) msg = " " @@ -971,14 +971,14 @@ async def query_run(self, client:vectorASyncClient, runNbr:int, distancemetric : runlatencies.append(latency) continue result_ids = [neighbor.key.key for neighbor in result] - + if (not self._query_distance_no_adjustments and self._idx_distance.name == "SQUARED_EUCLIDEAN" and distancemetric.type != "squared_euclidean"): aerospike_distances = [sqrt(neighbor.distance) for neighbor in result] else: aerospike_distances = [neighbor.distance for neighbor in result] - + if self._query_check: if len(result_ids) == 0: self._exception_counter.add(1, {"exception_type":"No Query Results", "handled_by_user":False,"ns":self._idx_namespace,"set":self._idx_name,"run":runNbr}) @@ -986,8 +986,8 @@ async def query_run(self, client:vectorASyncClient, runNbr:int, distancemetric : msg = "Warn: No Results" elif not self._neighbors.isempty() and len(self._neighbors[len(rundistance)]) > 0: if not await self._check_query_neighbors(result_ids, len(rundistance), runNbr): - msg = "Warn: Neighbor Compare Failed" - else: + msg = "Warn: Neighbor Compare Failed" + else: zeroDist = [record.key.key for record in result if record.distance == 0] if len(zeroDist) > 0: self._exception_counter.add(1, {"exception_type":"Zero Distance Found", "handled_by_user":False,"ns":self._idx_namespace,"set":self._idx_name,"run":runNbr}) @@ -996,7 +996,7 @@ async def query_run(self, client:vectorASyncClient, runNbr:int, distancemetric : if distancemetric is not None: try: distances = [float(distancemetric.distance(searchValues, self._get_orginal_vector_from_pk(idx))) for idx in result_ids] - + if self._query_check and not await self._check_query_distances(distances, aerospike_distances, len(rundistance), runNbr): if len(msg) == 0: msg = "Warn: Distances don't match" @@ -1008,13 +1008,13 @@ async def query_run(self, client:vectorASyncClient, runNbr:int, distancemetric : self._logger.exception(f"Distance Calculation Failed Run: {runNbr}") self._exception_counter.add(1, {"exception_type":f"Distance Calculation Failed", "handled_by_user":True,"ns":self._idx_namespace,"set":self._idx_name,"run":runNbr}) rundistance.append([]) - + runnneighbors.append(result_ids) runasdistance.append(aerospike_distances) runlatencies.append(latency) return rundistance, runasdistance, runnneighbors, runlatencies - + async def vector_search(self, client:vectorASyncClient, query:List[float], runNbr:int) -> tuple[List[vectorTypes.Neighbor], float]: import math try: @@ -1033,7 +1033,7 @@ async def vector_search(self, client:vectorASyncClient, query:List[float], runNb if "unknown vector" in e.rpc_error.details(): self._exception_counter.add(1, {"exception_type":f"vector_search: {e.rpc_error.details()}", "handled_by_user":True,"ns":self._idx_namespace,"set":self._idx_name,"run":runNbr}) return None, (time.time_ns()-s)*math.pow(10,-6) - + self._exception_counter.add(1, {"exception_type":f"vector_search: {e.rpc_error.details()}", "handled_by_user":False,"ns":self._idx_namespace,"set":self._idx_name,"run":runNbr}) raise except Exception as e: diff --git a/aerospike/helpers.py b/aerospike/helpers.py index 4334a37bd..21695e4a8 100644 --- a/aerospike/helpers.py +++ b/aerospike/helpers.py @@ -2,7 +2,7 @@ from aerospike_vector_search import types as vectorTypes def set_hnsw_params_attrs(__obj :object, __dict: dict) -> object: - for key in __dict: + for key in __dict: if key == 'batching_params': setattr( __obj, @@ -60,12 +60,11 @@ def hnswstr(hnswparams : vectorTypes.HnswParams) -> str: cachingparams = f"max_entries:{hnswparams.caching_params.max_entries}, expiry:{hnswparams.caching_params.expiry}" if hnswparams.healer_params is None: healerparams = '' - else: - healerparams = f"max_scan_rate_per_node:{hnswparams.healer_params.max_scan_rate_per_node}, max_scan_page_size:{hnswparams.healer_params.max_scan_page_size}, re_index_percent: {hnswparams.healer_params.re_index_percent}, schedule_delay: {hnswparams.healer_params.schedule_delay}, parallelism: {hnswparams.healer_params.parallelism}" + else: + healerparams = f"max_scan_rate_per_node:{hnswparams.healer_params.max_scan_rate_per_node}, max_scan_page_size:{hnswparams.healer_params.max_scan_page_size}, re_index_percent: {hnswparams.healer_params.re_index_percent}, schedule: {hnswparams.healer_params.schedule}, parallelism: {hnswparams.healer_params.parallelism}" if hnswparams.merge_params is None: mergeparams = '' else: - mergeparams = f"parallelism: {hnswparams.merge_params.parallelism}" - + mergeparams = f"index_parallelism: {hnswparams.merge_params.index_parallelism}, reindex_parallelism:{hnswparams.merge_params.reindex_parallelism}" + return f"m:{hnswparams.m}, efconst:{hnswparams.ef_construction}, ef:{hnswparams.ef}, batching:{{{batchingparams}}}, caching:{{{cachingparams}}}, healer:{{{healerparams}}}, merge:{{{mergeparams}}}" - \ No newline at end of file diff --git a/aerospike/requirements.txt b/aerospike/requirements.txt index 756b0654e..ed9a98fab 100644 --- a/aerospike/requirements.txt +++ b/aerospike/requirements.txt @@ -3,7 +3,7 @@ numpy psutil scipy aerospike -aerospike-vector-search=1.0.1.dev1 +aerospike-vector-search==1.1.0.dev3 opentelemetry-api opentelemetry-sdk opentelemetry-exporter-prometheus diff --git a/ann_benchmarks/algorithms/aerospike/Dockerfile b/ann_benchmarks/algorithms/aerospike/Dockerfile index 9708b64e0..396206b6b 100644 --- a/ann_benchmarks/algorithms/aerospike/Dockerfile +++ b/ann_benchmarks/algorithms/aerospike/Dockerfile @@ -9,7 +9,7 @@ ENV APP_LOGFILE= ENV API_ASLOGLEVEL= ENV APP_LOGLEVEL=INFO -ARG AEROSPIKE_CLIENT_VERSION=1.0.0 +ARG AEROSPIKE_CLIENT_VERSION===1.1.0.dev3 RUN pip install pythonping RUN pip install aerospike-vector-search==${AEROSPIKE_CLIENT_VERSION} diff --git a/ann_benchmarks/algorithms/aerospike/module.py b/ann_benchmarks/algorithms/aerospike/module.py index 56b500a99..ad94891c2 100644 --- a/ann_benchmarks/algorithms/aerospike/module.py +++ b/ann_benchmarks/algorithms/aerospike/module.py @@ -28,50 +28,50 @@ class OperationActions(enum.Enum): ALLOPS = 0 IDXPOPULATEONLY = 1 QUERYONLY = 2 - + class Aerospike(BaseANN): - + def __init__(self, - metric: str, + metric: str, dimension: int, idx_type: str, hnswParams: dict, uniqueSetIdxName: bool = True, dropIdx: bool = True, actions: str = "ALLOPS"): - + global logFileHandler global loggingEnabled - + asLogFile = os.environ.get("APP_LOGFILE") self._asLogLevel = os.environ.get("AVS_LOGLEVEL") self._logLevel = os.environ.get("APP_LOGLEVEL") or "INFO" self._indocker = Aerospike.InDocker() - + if self._indocker: print("Aerospike: Running In Docker Container") elif asLogFile is None: asLogFile = "AerospikeANN.log" - + if not self._indocker and asLogFile is not None and asLogFile and self._logLevel != "NOTSET": print(f"Aerospike: Logging to file {os.getcwd()}/{asLogFile}") if logFileHandler is None: - logFileHandler = logging.FileHandler(asLogFile, "w") + logFileHandler = logging.FileHandler(asLogFile, "w") logFormatter = logging.Formatter('%(asctime)s - %(name)s - %(levelname)s - %(message)s') logFileHandler.setFormatter(logFormatter) if self._asLogLevel is not None and self._asLogLevel: loggerASClient.addHandler(logFileHandler) loggerASClient.setLevel(logging.getLevelName(self._asLogLevel)) - logger.addHandler(logFileHandler) + logger.addHandler(logFileHandler) logger.setLevel(logging.getLevelName(self._logLevel)) self._logFileHandler = logFileHandler loggingEnabled = True logger.info(f'Start Aerospike ANN Client: Metric: {metric}, Dimension: {dimension}') logger.info(f" aerospike-vector-search: {version('aerospike_vector_search')}") - + self._metric = metric self._dims = dimension - self._idx_type = idx_type.upper() + self._idx_type = idx_type.upper() self._idx_value = vectorTypes.VectorDistanceMetric[self._idx_type] self._actions = OperationActions[actions.upper()] if hnswParams is None or len(hnswParams) == 0: @@ -82,11 +82,11 @@ def __init__(self, hnswParams ) - self._idx_drop = dropIdx + self._idx_drop = dropIdx dropIdxOverride = os.environ.get("APP_DROP_IDX") if dropIdxOverride is not None: self._idx_drop = dropIdxOverride.lower() in ['true', '1', 't'] - + #self._username = os.environ.get("APP_USERNAME") or "" #self._password = os.environ.get("APP_PASSWORD") or "" self._host = os.environ.get("AVS_HOST") or "localhost" @@ -97,21 +97,21 @@ def __init__(self, self._isloadbalancer = True else: self._isloadbalancer = False - + self._namespace = os.environ.get("AVS_NAMESPACE") or "test" self._setName = os.environ.get("AVS_SET") or "ANN-data" - + if self._idx_type.casefold() == self._metric.casefold(): setNameType = self._idx_type else: setNameType = f'{self._metric}_{self._idx_type}' - + if not uniqueSetIdxName or self._idx_hnswparams is None: - self._setName = f'{self._setName}_{setNameType}' + self._setName = f'{self._setName}_{setNameType}' else: self._setName = f'{self._setName}_{setNameType}_{self._dims}_{self._idx_hnswparams.m}_{self._idx_hnswparams.ef_construction}_{self._idx_hnswparams.ef}' self._idx_name = f'{self._setName}_Idx' - + self._idx_sleep = int(os.environ.get("APP_INDEX_SLEEP") or 0) self._populateTasks = int(os.environ.get("APP_POPULATE_TASKS") or 5000) pingAVS = os.environ.get("APP_PINGAVS") @@ -123,34 +123,34 @@ def __init__(self, if self._checkResult is None or self._checkResult.lower() in ['true', '1', 't', '']: self._checkResult = not self._indocker else: - self._checkResult = False + self._checkResult = False self._idx_binName = "ANN_embedding" self._query_hnswsearchparams = None - + if pingAVS: print(f'Aerospike: Trying Ping to {self._host} {self._listern}') pingresult = PingHost(self._host, verbose=True) print(pingresult) logger.info(pingresult) - + Aerospike.PrintLog('Try Create Sync Client') self._syncClient = vectorSyncClient( seeds=vectorTypes.HostPort(host=self._host, port=self._port), listener_name=self._listern, is_loadbalancer=self._isloadbalancer) - - Aerospike.PrintLog(f'init completed: {self}') - + + Aerospike.PrintLog(f'init completed: {self}') + @staticmethod def InDocker() -> bool: """ Returns: True if running in a Docker container, else False """ with open('/proc/1/cgroup', 'rt') as ifh: return 'docker' in ifh.read() - + @staticmethod def SetHnswParamsAttrs(__obj :object, __dict: dict) -> object: - for key in __dict: + for key in __dict: if key == 'batching_params': setattr( __obj, @@ -194,13 +194,13 @@ def SetHnswParamsAttrs(__obj :object, __dict: dict) -> object: else: setattr(__obj, key, __dict[key]) return __obj - + @staticmethod def FlushLog() -> None: if(logger.handlers is not None): for handler in logger.handlers: - handler.flush() - + handler.flush() + @staticmethod def PrintLog(msg :str, logLevel :int = logging.INFO) -> None: if loggingEnabled: @@ -212,11 +212,11 @@ def PrintLog(msg :str, logLevel :int = logging.INFO) -> None: def done(self) -> None: """Clean up BaseANN once it is finished being used.""" Aerospike.PrintLog(f'done: {self}') - + if self._syncClient is not None: clientCloseTask = self._syncClient.close() Aerospike.FlushLog() - + async def DropIndex(self, adminClient: vectorASyncAdminClient) -> bool: Aerospike.PrintLog(f'Dropping Index {self._namespace}.{self._idx_name}') result = False @@ -224,7 +224,7 @@ async def DropIndex(self, adminClient: vectorASyncAdminClient) -> bool: await adminClient.index_drop(namespace=self._namespace, name=self._idx_name) - + existingIndexes = await adminClient.index_list() loopTimes = 0 result = True @@ -239,14 +239,14 @@ async def DropIndex(self, adminClient: vectorASyncAdminClient) -> bool: break loopTimes += 1 print('Aerospike: Waiting on Index Drop [%d]\r'%loopTimes, end="") - await asyncio.sleep(1) + await asyncio.sleep(1) existingIndexes = await adminClient.index_list() t = time.time() print('\n') Aerospike.PrintLog(f'Result: {result}, Drop Index Time (sec) = {t - s}') return result - + async def CreateIndex(self, adminClient: vectorASyncAdminClient) -> None: global aerospikeIdxNames Aerospike.PrintLog(f'Creating Index {self._namespace}.{self._idx_name}') @@ -258,11 +258,11 @@ async def CreateIndex(self, adminClient: vectorASyncAdminClient) -> None: dimensions=self._dims, index_params= self._idx_hnswparams, vector_distance_metric=self._idx_value - ) + ) t = time.time() - Aerospike.PrintLog(f'Index Creation Time (sec) = {t - s}') + Aerospike.PrintLog(f'Index Creation Time (sec) = {t - s}') aerospikeIdxNames.append(self._idx_name) - + async def PutVector(self, key: int, embedding, i: int, client: vectorASyncClient, retry: bool = False) -> None: try: try: @@ -272,7 +272,7 @@ async def PutVector(self, key: int, embedding, i: int, client: vectorASyncClient record_data={ self._idx_binName:embedding.tolist() } - ) + ) except vectorTypes.AVSServerError as avse: if not retry and avse.rpc_error.code() == vectorResultCodes.StatusCode.RESOURCE_EXHAUSTED: logLevel = logging.DEBUG @@ -283,7 +283,7 @@ async def PutVector(self, key: int, embedding, i: int, client: vectorASyncClient logLevel=logging.WARNING) else: logger.debug(f"Resource Exhausted on Put on Count: {i}, Key: {key}, Idx: {self._namespace}.{self._setName}.{self._idx_name}. Going to Pause Population and Wait for Idx Completion...") - s = time.time() + s = time.time() await client.wait_for_index_completion(namespace=self._namespace, name=self._idx_name) t = time.time() @@ -292,10 +292,10 @@ async def PutVector(self, key: int, embedding, i: int, client: vectorASyncClient logLevel=logging.WARNING) else: logger.debug(msg=f"Index Completed Time (sec) = {t - s}, Going to Reissue Puts for Count: {i}, Key: {key}, Idx: {self._namespace}.{self._setName}.{self._idx_name}") - + await self.PutVector(key, embedding, i, client, True) self._puasePuts = False - + if logLevel == logging.WARNING: Aerospike.PrintLog(msg=f"Resuming population for Idx: {self._namespace}.{self._setName}.{self._idx_name}", logLevel=logging.WARNING) @@ -308,17 +308,17 @@ async def PutVector(self, key: int, embedding, i: int, client: vectorASyncClient logger.exception(f"Put Failure on Count: {i}, Key: {key}, Idx: {self._namespace}.{self._setName}.{self._idx_name}, Retry: {retry}") Aerospike.FlushLog() raise e - + async def fitAsync(self, X: np.array) -> None: global aerospikeIdxNames - + if X.dtype != np.float32: X = X.astype(np.float32) - + Aerospike.PrintLog(f'fitAsync: {self} Shape: {X.shape}') - + populateIdx = True - + async with vectorASyncAdminClient( seeds=vectorTypes.HostPort(host=self._host, port=self._port), listener_name=self._listern, @@ -331,7 +331,7 @@ async def fitAsync(self, X: np.array) -> None: and index["id"]["name"] == self._idx_name for index in existingIndexes)): Aerospike.PrintLog(f'Index {self._namespace}.{self._idx_name} Already Exists') - + #since this can be an external DB (not in a container), we need to clean up from prior runs #if the index name is in this list, we know it was created in this run group and don't need to drop the index. #If it is a fresh run, this list will not contain the index and we know it needs to be dropped. @@ -342,10 +342,10 @@ async def fitAsync(self, X: np.array) -> None: if await self.DropIndex(adminClient): await self.CreateIndex(adminClient) else: - populateIdx = False + populateIdx = False else: await self.CreateIndex(adminClient) - + if populateIdx: self._puasePuts = False Aerospike.PrintLog(f'Populating Index {self._namespace}.{self._idx_name}') @@ -363,17 +363,17 @@ async def fitAsync(self, X: np.array) -> None: print('\n') while (self._puasePuts): if loopTimes % 30 == 0: - Aerospike.PrintLog(f"Paused Population still waiting for Idx Completion at {loopTimes} mins!", logging.WARNING) + Aerospike.PrintLog(f"Paused Population still waiting for Idx Completion at {loopTimes} mins!", logging.WARNING) loopTimes += 1 logger.debug(f"Putting Paused {loopTimes}") await asyncio.sleep(60) Aerospike.PrintLog(f"Resuming Population at {loopTimes} mins", logging.WARNING) - + i += 1 if self._populateTasks < 0: taskPuts.append(self.PutVector(key, embedding, i, client)) elif self._populateTasks <= 1: - await self.PutVector(key, embedding, i, client) + await self.PutVector(key, embedding, i, client) else: taskPuts.append(self.PutVector(key, embedding, i, client)) if len(taskPuts) >= self._populateTasks: @@ -381,37 +381,37 @@ async def fitAsync(self, X: np.array) -> None: await asyncio.gather(*taskPuts) logger.debug(f"Put Tasks Completed") taskPuts.clear() - + if not self._indocker: print('Aerospike: Index Put Counter [%d]\r'%i, end="") logger.debug(f"Waiting for Put Tasks (finial {len(taskPuts)}) to Complete at {i}") await asyncio.gather(*taskPuts) t = time.time() - logger.info(f"All Put Tasks Completed") + logger.info(f"All Put Tasks Completed") print('\n') Aerospike.PrintLog(f"Index Put {i:,} Recs in {t - s} (secs)") - Aerospike.PrintLog("waiting for indexing to complete") + Aerospike.PrintLog("waiting for indexing to complete") await client.wait_for_index_completion(namespace=self._namespace, - name=self._idx_name) + name=self._idx_name) t = time.time() Aerospike.PrintLog(f"Index Total Populating Time and Idx Completed (sec) = {t - s}") - - def fit(self, X: np.array) -> None: - + + def fit(self, X: np.array) -> None: + if self._actions == OperationActions.QUERYONLY: Aerospike.PrintLog(f'No Idx Population: {self} Shape: {X.shape}') return - + Aerospike.PrintLog(f'Start fit: {self} Shape: {X.shape}') - + asyncio.run(self.fitAsync(X)) - + Aerospike.PrintLog(f'End fit: {self} Shape: {X.shape}') Aerospike.FlushLog() - + def set_query_arguments(self, hnswParams: dict = None): if self._actions == OperationActions.IDXPOPULATEONLY: - Aerospike.PrintLog(f'No Query') + Aerospike.PrintLog(f'No Query') elif hnswParams is not None and len(hnswParams) > 0: self._query_hnswsearchparams = Aerospike.SetHnswParamsAttrs( vectorTypes.HnswSearchParams(), @@ -419,11 +419,11 @@ def set_query_arguments(self, hnswParams: dict = None): ) if hnswParams is None: Aerospike.PrintLog(f'Set Query {self}') - else: + else: Aerospike.PrintLog(f'Set Query {self}, ef: {hnswParams["ef"]}') else: Aerospike.PrintLog(f"Set Query {self}") - + def query(self, q, n): if self._actions == OperationActions.IDXPOPULATEONLY: return [] @@ -440,9 +440,9 @@ def query(self, q, n): zeroDist = [record.key.key for record in result if record.distance == 0] if len(zeroDist) > 0: Aerospike.PrintLog(f'Zero Distance Found for {self._idx_name} Keys: {zeroDist}', logging.WARNING) - - return result_ids - + + return result_ids + #def get_batch_results(self): # return self.batch_results From f05c09157eb2b8156c55c1b836472803dff1c4c8 Mon Sep 17 00:00:00 2001 From: randersenyb Date: Thu, 5 Sep 2024 16:06:39 -0700 Subject: [PATCH 11/17] Reflect changed to the new API plus remove trailing tabs. Also, changed default ANN Aerospike config to type "any" so that test works... --- aerospike/baseaerospike.py | 178 +++++++++--------- aerospike/datasets.py | 56 +++--- aerospike/hdf_import.py | 17 +- .../algorithms/aerospike/config.yml | 24 +-- .../algorithms/aerospike/configAll.yml | 22 +-- .../algorithms/aerospike/configCat.yml | 15 +- .../algorithms/aerospike/configTest.yml | 6 +- .../aerospike/configangulareuclidean.yml | 23 ++- 8 files changed, 166 insertions(+), 175 deletions(-) diff --git a/aerospike/baseaerospike.py b/aerospike/baseaerospike.py index 2165353bc..632e8d696 100644 --- a/aerospike/baseaerospike.py +++ b/aerospike/baseaerospike.py @@ -38,7 +38,7 @@ _distanceAerospikeTypeToAnn: Dict[str, str] = { 'COSINE' : 'angular', 'SQUARED_EUCLIDEAN' : 'euclidean', - 'HAMMING' : 'hamming', + 'HAMMING' : 'hamming', 'DOT_PRODUCT' : 'dot', 'jaccard' : 'jaccard' } @@ -46,11 +46,11 @@ loggerASClient = logging.getLogger("aerospike_vector_search") logFileHandler = None -class OperationActions(Flag): +class OperationActions(Flag): POPULATION = auto() QUERY = auto() POPQUERY = POPULATION | QUERY - + class BaseAerospike(object): @staticmethod @@ -73,19 +73,19 @@ def parse_arguments(parser: argparse.ArgumentParser) -> None: ) parser.add_argument( '-A', '--hosts', - metavar="HOST:PORT", + metavar="HOST:PORT", nargs='+', help="A list of host and optional ports. Example: 'hosta:5000' or 'hostb'", default=[], ) parser.add_argument( - '-l', "--vectorloadbalancer", + '-l', "--vectorloadbalancer", help="Use Vector's DB Load Balancer", action='store_true' ) parser.add_argument( "--storagethreshold", - metavar="MULTIPLIER", + metavar="MULTIPLIER", help="A storage multiplier used to determine is the training dataset can be loaded into memory. 0 indicates try to load it into memory and -1 to only use paging (memory mapped).", default=4, type=int @@ -105,40 +105,40 @@ def parse_arguments(parser: argparse.ArgumentParser) -> None: ) parser.add_argument( "--driverloglevel", - metavar="LEVEL", + metavar="LEVEL", help="The Driver's Logging level", default="NOTSET", choices=LogLevels.keys(), ) parser.add_argument( "--prometheus", - metavar="PORT", + metavar="PORT", help="Prometheus Port", default=9464, type=int ) parser.add_argument( "--prometheushb", - metavar="SECS", + metavar="SECS", help="Prometheus Heart Beat in secs", default=5, type=int ) parser.add_argument( "--vectorqueqry", - metavar="SECS", + metavar="SECS", help="Vector Queue Depth Monitor Query every secs", default=15, type=int ) parser.add_argument( "--exitdelay", - metavar="wait", + metavar="wait", help="upon exist application will sleep", default=20, type=int ) - + def __init__(self, runtimeArgs: argparse.Namespace, logger: logging.Logger): ''' Meters: @@ -146,14 +146,14 @@ def __init__(self, runtimeArgs: argparse.Namespace, logger: logging.Logger): aerospike.hdf.query -- Counter can be used for rate (queries per sec) aerospike.hdf.exception -- Up/Down Counter Exceptions aerospike.hdf.waitidxcompletion -- Up/Down counter (inc one upon start of wait/dec on end of wait) - aerospike.hdf.dropidxtime -- drop idx latency + aerospike.hdf.dropidxtime -- drop idx latency ''' - + self._prometheus_init(runtimeArgs) - + self._port = runtimeArgs.vectorport - - if runtimeArgs.hosts is None or len(runtimeArgs.hosts) == 0: + + if runtimeArgs.hosts is None or len(runtimeArgs.hosts) == 0: self._host = [vectorTypes.HostPort(host=runtimeArgs.host,port=self._port)] else: self._host = [] @@ -167,17 +167,17 @@ def __init__(self, runtimeArgs: argparse.Namespace, logger: logging.Logger): if runtimeArgs.storagethreshold is not None: from dshdfiterator import DSHDFIterator DSHDFIterator.set_storage_threshold(runtimeArgs.storagethreshold) - - self._listern = None - self._useloadbalancer = runtimeArgs.vectorloadbalancer - + + self._listern = None + self._useloadbalancer = runtimeArgs.vectorloadbalancer + self._namespace : str = None - self._idx_namespace : str = None + self._idx_namespace : str = None self._setName : str = None self._paramsetname = None self._idx_name : str = None self._idx_binName : str = None - + self._idx_distance = None self._ann_distance : str = None self._idx_hnswparams : vectorTypes.HnswParams = None @@ -209,18 +209,18 @@ def __init__(self, runtimeArgs: argparse.Namespace, logger: logging.Logger): self._aerospike_metric_value : float = None self._query_metric : dict[str,any] = None self._query_distancecalc : str = None - + self._vector_queue_qry_time : int = runtimeArgs.vectorqueqry self._vector_queue_qry_thread : Thread = None - + self._logging_init(runtimeArgs, logger) - + self._heartbeat_stage = 0 self._start_prometheus_heartbeat() self._start_vector_queue_heartbeat() def _prometheus_init(self, runtimeArgs: argparse.Namespace) -> None: - + # Service name is required for most backends self._prometheus_resource = Resource(attributes={ SERVICE_NAME: "aerospike.hdf" @@ -231,66 +231,61 @@ def _prometheus_init(self, runtimeArgs: argparse.Namespace) -> None: # Initialize PrometheusMetricReader which pulls metrics from the SDK # on-demand to respond to scrape requests self._prometheus_metric_reader = PrometheusMetricReader() - + self._prometheus_meter_provider = MeterProvider(resource=self._prometheus_resource, metric_readers=[self._prometheus_metric_reader]) metrics.set_meter_provider(self._prometheus_meter_provider) - + self._meter:Meter = metrics.get_meter("aerospike.hdf", meter_provider=self._prometheus_meter_provider) - + self._populate_counter = self._meter.create_counter("aerospike.hdf.populate", - unit="1", description="Cnts the recs upserted into the vector idx" - ) + ) self._query_counter = self._meter.create_counter("aerospike.hdf.query", - unit="1", description="Cnts the nbr of queries performed" - ) + ) self._query_histogram = self._meter.create_histogram("aerospike.hdf.queryhist", unit="ms", description="The amount of time it took one vector search to complete") self._exception_counter = self._meter.create_up_down_counter("aerospike.hdf.exception", - unit="1", description="Cnts the nbr exceptions" ) self._waitidx_counter = self._meter.create_up_down_counter("aerospike.hdf.waitidxcompletion", - unit="1", description="Waiting Idx completions") self._dropidx_histogram = self._meter.create_histogram("aerospike.hdf.dropidxtime", unit="sec", description="The amount of time it took t drop the idx") - + self._prometheus_heartbeat_gauge = self._meter.create_gauge("aerospike.hdf.heartbeat") - + self._vector_queue_gauge = self._meter.create_gauge("aerospike.hdf.vectorqueuedepth", - unit="1", description="Vector Queue Depth" ) - + self._prometheus_hb : int = runtimeArgs.prometheushb - + self._heartbeat_current_stage : int = -1 def _logging_init(self, runtimeArgs: argparse.Namespace, logger: logging.Logger) -> None: - + global logFileHandler - - self._logFilePath = runtimeArgs.logfile + + self._logFilePath = runtimeArgs.logfile self._asLogLevel = runtimeArgs.driverloglevel self._logLevel = runtimeArgs.loglevel self._logger = logger self._loggingEnabled = False - + if self._logFilePath is not None and self._logFilePath and self._logLevel != "NOTSET": print(f"Logging to file {self._logFilePath}") if logFileHandler is None: - logFileHandler = logging.FileHandler(self._logFilePath, "w") + logFileHandler = logging.FileHandler(self._logFilePath, "w") logFormatter = logging.Formatter('%(asctime)s - %(name)s - %(levelname)s - %(message)s') logFileHandler.setFormatter(logFormatter) if self._asLogLevel is not None: loggerASClient.addHandler(logFileHandler) loggerASClient.setLevel(logging.getLevelName(self._asLogLevel)) - self._logger.addHandler(logFileHandler) + self._logger.addHandler(logFileHandler) self._logger.setLevel(logging.getLevelName(self._logLevel)) self._logFileHandler = logFileHandler self._loggingEnabled = True @@ -299,22 +294,22 @@ def _logging_init(self, runtimeArgs: argparse.Namespace, logger: logging.Logger) self._logger.info(f"Prometheus HTTP Server: {self._prometheus_http_server[0].server_address}") self._logger.info(f" Metrics Name: {self._meter.name}") self._logger.info(f"Arguments: {runtimeArgs}") - elif self._asLogLevel is not None: - if self._asLogLevel == "NOTSET": + elif self._asLogLevel is not None: + if self._asLogLevel == "NOTSET": loggerASClient.setLevel(logging.CRITICAL) else: - loggerASClient.setLevel(logging.getLevelName(self._asLogLevel)) + loggerASClient.setLevel(logging.getLevelName(self._asLogLevel)) def prometheus_status(self, done:bool = False, force : bool = False) -> None: - + self.__cnthb__ += 1 - + if not force: if self._heartbeat_stage == 0: if self._heartbeat_current_stage == self._heartbeat_stage: return self._heartbeat_current_stage = self._heartbeat_stage - + if self._heartbeat_stage == 1: if self._heartbeat_current_stage == self._heartbeat_stage: return @@ -323,7 +318,7 @@ def prometheus_status(self, done:bool = False, force : bool = False) -> None: if self._heartbeat_current_stage == self._heartbeat_stage: return self._heartbeat_current_stage = self._heartbeat_stage - + pausestate : str = None if done: pausestate = "Done" @@ -344,12 +339,12 @@ def prometheus_status(self, done:bool = False, force : bool = False) -> None: pausestate = "Idle" elif self._actions is not None and OperationActions.QUERY in self._actions: pausestate = "Query" - + if self._query_hnswparams is None: queryef = '' if self._idx_hnswparams is None else str(self._idx_hnswparams.ef) else: queryef = self._query_hnswparams.ef - + resourceevt = '' if self._idx_resource_event is not None: if self._idx_resource_event < 0: @@ -374,7 +369,7 @@ def prometheus_status(self, done:bool = False, force : bool = False) -> None: waitevt = "No Wait" else: waitevt = "Wait for Completion" - + self._prometheus_heartbeat_gauge.set(self.__cnthb__, {"ns": '' if self._namespace is None else self._namespace, "set": '' if self._setName is None else self._setName, @@ -406,10 +401,10 @@ def prometheus_status(self, done:bool = False, force : bool = False) -> None: "idxstate": self._idx_state, "querydistance": self._ann_distance if self._query_distancecalc is None else self._query_distancecalc }) - + def _prometheus_heartbeat(self) -> None: from time import sleep - + self._logger.debug(f"Heartbeating Start") i : int = 0 self.__cnthb__ : int = 0 @@ -419,28 +414,28 @@ def _prometheus_heartbeat(self) -> None: if self._prometheus_hb > 0: sleep(self._prometheus_hb) self._logger.debug(f"Heartbeating Ended") - + def _start_prometheus_heartbeat(self) -> None: if self._heartbeat_thread is None and self._prometheus_hb > 0: self._logger.info(f"Starting Heartbeat at {self._prometheus_hb} secs") self._heartbeat_thread = Thread(target = self._prometheus_heartbeat) self._heartbeat_thread.start() - + def vector_queue_status(self, adminclient : vectorAdminClient, queryapi:bool = True, done:bool = False) -> None: from aerospike_vector_search.shared.proto_generated.types_pb2_grpc import grpc as vectorResultCodes if self._idx_name is None or self._idx_namespace is None: return - + if done: self._vector_queue_depth = 0 elif queryapi: - try: + try: self._vector_queue_depth = adminclient.index_get_status(namespace=self._namespace, name=self._idx_name, timeout=2) except vectorTypes.AVSServerError as avse: - self._vector_queue_depth = None + self._vector_queue_depth = None if (avse.rpc_error.code() != vectorResultCodes.StatusCode.NOT_FOUND and avse.rpc_error.code() != vectorResultCodes.StatusCode.ABORTED): self._logger.exception(f"index_get_status failed ns={self._idx_namespace}, name={self._idx_name}") @@ -449,7 +444,7 @@ def vector_queue_status(self, adminclient : vectorAdminClient, queryapi:bool = T self._logger.exception(f"index_get_status failed ns={self._idx_namespace}, name={self._idx_name}") self._vector_queue_depth = None self._vector_queue_qry_time = 0 - + if self._vector_queue_depth is not None: self._vector_queue_gauge.set(self._vector_queue_depth, {"ns": '' if self._namespace is None else self._namespace, @@ -457,10 +452,10 @@ def vector_queue_status(self, adminclient : vectorAdminClient, queryapi:bool = T "idxns": self._idx_namespace, "idx": self._idx_name }) - + def _vector_queue_heartbeat(self) -> None: from time import sleep - + try: with vectorAdminClient(seeds=self._host, listener_name=self._listern, @@ -487,8 +482,7 @@ def _vector_queue_heartbeat(self) -> None: self._logger.exception("Exception occurred tring to obtain Index Status") self._vector_queue_qry_time = 0 print(f"Error: Index Status Query Failed with {e}") - - + def _start_vector_queue_heartbeat(self) -> None: if (self._vector_queue_qry_thread is None and self._vector_queue_qry_time > 0 @@ -500,8 +494,8 @@ def _start_vector_queue_heartbeat(self) -> None: def flush_log(self) -> None: if(self._logger.handlers is not None): for handler in self._logger.handlers: - handler.flush() - + handler.flush() + def print_log(self, msg :str, logLevel :int = logging.INFO) -> None: if self._loggingEnabled: self._logger.log(level=logLevel, msg=msg) @@ -513,32 +507,32 @@ def print_log(self, msg :str, logLevel :int = logging.INFO) -> None: else: levelName = "" if logLevel == logging.INFO else f" {logging.getLevelName(logLevel)}: " print(levelName + msg + f', Time: {time.strftime("%Y-%m-%d %H:%M:%S")}') - + async def shutdown(self, waitforcompletion:bool): - + if waitforcompletion and self._sleepexit > 0: self.prometheus_status(True) self.print_log(f'existing sleeping {self._sleepexit}') - await asyncio.sleep(5) + await asyncio.sleep(5) self._prometheus_meter_provider.force_flush() - self._prometheus_metric_reader.force_flush() + self._prometheus_metric_reader.force_flush() await asyncio.sleep(self._sleepexit) - - self.print_log(f'done: {self}') + + self.print_log(f'done: {self}') self.flush_log() - + if self._heartbeat_thread is not None: hbt = self._prometheus_hb self._prometheus_hb = 0 self._heartbeat_thread.join(timeout=hbt+1) self._logger.info(f"Shutdown Heartbeat...") - + if self._vector_queue_qry_thread is not None: hbt = self._vector_queue_qry_time self._vector_queue_qry_time = 0 self._vector_queue_qry_thread.join(timeout=hbt+1) self._logger.info(f"Shutdown Vector Heartbeat...") - + self._prometheus_meter_provider.force_flush(1000) self._prometheus_metric_reader.force_flush(1000) self._prometheus_meter_provider.shutdown() @@ -546,41 +540,41 @@ async def shutdown(self, waitforcompletion:bool): self._prometheus_http_server[0].shutdown() if logFileHandler is not None: loggerASClient.removeHandler(logFileHandler) - + def populate_index(self, train: np.array) -> None: pass - + def query(self, query: np.array, limit: int) -> List[vectorTypes.Neighbor]: pass - + def basestring(self) -> str: hnswparams = hnswstr(self._idx_hnswparams) - + if self._query_hnswparams is None: searchhnswparams = "" else: searchhnswparams = f", {{s_ef:{self._query_hnswparams.ef}}}" - + if self._idx_namespace == self._namespace: fullName = f"{self._namespace}.{self._setName}.{self._idx_name}" elif self._namespace is None: - fullName = f"{self._idx_namespace}.{self._idx_name}" - else: + fullName = f"{self._idx_namespace}.{self._idx_name}" + else: fullName = f"{self._namespace}.{self._setName}.{self._idx_namespace}.{self._idx_name}" - + if self._host is None: hosts = "NoHosts" else: hosts = ','.join(str(hp.host) + ':' + str(hp.port) for hp in self._host) - + return f"BaseAerospike([[{hosts}], {self._useloadbalancer}, {fullName}, {self._idx_distance}, {{{hnswparams}}}{searchhnswparams}])" def __str__(self): if self._idx_namespace == self._namespace: fullName = f"{self._namespace}.{self._setName}.{self._idx_name}" elif self._namespace is None: - fullName = f"{self._idx_namespace}.{self._idx_name}" - else: + fullName = f"{self._idx_namespace}.{self._idx_name}" + else: fullName = f"{self._namespace}.{self._setName}.{self._idx_namespace}.{self._idx_name}" - + return f"{fullName}({self._datasetname})" \ No newline at end of file diff --git a/aerospike/datasets.py b/aerospike/datasets.py index 7b34cbbf0..4f88ae588 100644 --- a/aerospike/datasets.py +++ b/aerospike/datasets.py @@ -17,7 +17,7 @@ def download(source_url: str, destination_path: str) -> None: """ Downloads a file from the provided source URL to the specified destination path only if the file doesn't already exist at the destination. - + Args: source_url (str): The URL of the file to download. destination_path (str): The local path where the file should be saved. @@ -30,39 +30,39 @@ def download(source_url: str, destination_path: str) -> None: def get_dataset_fn(dataset_name: str, folder:str = "data") -> Tuple[str,str]: """ Returns the full file path for a given dataset name in the data directory. - + Args: dataset_name (str): The name of the dataset. - + Returns: str: The full file path of the dataset and the dataset name. """ if not os.path.exists(folder): os.mkdir(folder) - + filename, fileext = os.path.splitext(dataset_name) filenamewext : str = dataset_name - + if fileext is None or not fileext: filenamewext = f"{filename}.hdf5" - + if (filenamewext[0] == os.path.sep or filenamewext.startswith(f"{folder}{os.path.sep}") or filenamewext.startswith(f".{os.path.sep}")): splitpath = os.path.split(filename) return filenamewext, splitpath[1] - + return os.path.join(folder, filenamewext), filename def get_dataset(dataset_name: str, hdfpath : str = None) -> Tuple[h5py.File, int]: """ Fetches a dataset by downloading it from a known URL or creating it locally - if it's not already present. The dataset file is then opened for reading, + if it's not already present. The dataset file is then opened for reading, and the file handle and the dimension of the dataset are returned. - + Args: dataset_name (str): The name of the dataset. - + Returns: Tuple[h5py.File, int]: A tuple containing the opened HDF5 file object and the dimension of the dataset. @@ -71,7 +71,7 @@ def get_dataset(dataset_name: str, hdfpath : str = None) -> Tuple[h5py.File, int hdf5_filename, dataset_name = get_dataset_fn(dataset_name) else: hdf5_filename = hdfpath - + if dataset_name in DATASETS.keys(): try: dataset_url = f"https://ann-benchmarks.com/{dataset_name}.hdf5" @@ -85,7 +85,7 @@ def get_dataset(dataset_name: str, hdfpath : str = None) -> Tuple[h5py.File, int DATASETS.update({dataset_name:hdf5_filename}) else: raise FileNotFoundError(f"HDF File '{hdf5_filename}' doesn't exist.") - + hdf5_file = h5py.File(hdf5_filename, "r") # here for backward compatibility, to ensure old datasets can still be used with newer versions @@ -109,15 +109,15 @@ def load_and_transform_dataset(dataset_name: str, hdfpath : str = None) -> Tuple Returns: Tuple: Transformed datasets. - """ + """ D, dimension = get_dataset(dataset_name, hdfpath) distance = D.attrs["distance"] - + train, test, neighbors, distances, primarykeys = dataset_transform(D) - + print(f"Got a train set of size ({train.shape[0]} * {dimension})") print(f"Got {len(test)} queries") - + return train, test, neighbors, distances, distance, D, dimension, primarykeys def dataset_transform(dataset: h5py.Dataset) -> Tuple[ @@ -125,7 +125,7 @@ def dataset_transform(dataset: h5py.Dataset) -> Tuple[ DSIterator, DSIterator, DSIterator, - DSIterator]: + DSIterator]: """ Transforms the dataset from the HDF5 format to conventional numpy format. @@ -138,12 +138,12 @@ def dataset_transform(dataset: h5py.Dataset) -> Tuple[ Returns: Tuple[Union[np.ndarray, List[np.ndarray]], Union[np.ndarray, List[np.ndarray]]]: Tuple of training and testing data in conventional format. """ - + train_dtype = dataset.attrs.get("train_dtype", None) test_dtype = dataset.attrs.get("test_dtype", None) neighbors_dtype = dataset.attrs.get("neighbors_dtype", None) distances_dtype = dataset.attrs.get("distances_dtype", None) - + if dataset.attrs.get("type", "dense") != "sparse": return ( DSHDFIterator.determine_iterator_large(dataset, "train", train_dtype), @@ -155,7 +155,7 @@ def dataset_transform(dataset: h5py.Dataset) -> Tuple[ def getsparseds(dataset, name : str, sizename : str, dtype : str) -> DSIterator: return DSArrayIterator(dataset, name, dtype) if dataset.get(sizename) is None else DSSparseIterator(dataset, name, dataset[sizename]) - + # we store the dataset as a list of integers, accompanied by a list of lengths in hdf5 # so we transform it back to the format expected by the algorithms here (array of array of ints) return ( @@ -171,7 +171,7 @@ def write_output(train: numpy.ndarray, test: numpy.ndarray, fn: str, distance: s Writes the provided training and testing data to an HDF5 file. It also computes and stores the nearest neighbors and their distances for the test set using a brute-force approach. - + Args: train (numpy.ndarray): The training data. test (numpy.ndarray): The testing data. @@ -221,17 +221,17 @@ def write_output(train: numpy.ndarray, test: numpy.ndarray, fn: str, distance: s def write_sparse_output(train: numpy.ndarray, test: numpy.ndarray, fn: str, distance: str, dimension: int, count: int = 100) -> None: """ - Writes the provided sparse training and testing data to an HDF5 file. It also computes - and stores the nearest neighbors and their distances for the test set using a + Writes the provided sparse training and testing data to an HDF5 file. It also computes + and stores the nearest neighbors and their distances for the test set using a brute-force approach. - + Args: train (numpy.ndarray): The sparse training data. test (numpy.ndarray): The sparse testing data. filename (str): The name of the HDF5 file to which data should be written. distance_metric (str): The distance metric to use for computing nearest neighbors. dimension (int): The dimensionality of the data. - neighbors_count (int, optional): The number of nearest neighbors to compute for + neighbors_count (int, optional): The number of nearest neighbors to compute for each point in the test set. Defaults to 100. """ from bruteforce import BruteForceBLAS @@ -281,12 +281,12 @@ def write_sparse_output(train: numpy.ndarray, test: numpy.ndarray, fn: str, dist def train_test_split(X: numpy.ndarray, test_size: int = 10000, dimension: int = None) -> Tuple[numpy.ndarray, numpy.ndarray]: """ Splits the provided dataset into a training set and a testing set. - + Args: X (numpy.ndarray): The dataset to split. - test_size (int, optional): The number of samples to include in the test set. + test_size (int, optional): The number of samples to include in the test set. Defaults to 10000. - dimension (int, optional): The dimensionality of the data. If not provided, + dimension (int, optional): The dimensionality of the data. If not provided, it will be inferred from the second dimension of X. Defaults to None. Returns: diff --git a/aerospike/hdf_import.py b/aerospike/hdf_import.py index 51057a57e..175059d95 100644 --- a/aerospike/hdf_import.py +++ b/aerospike/hdf_import.py @@ -7,22 +7,21 @@ def parse_arguments() -> argparse.Namespace: parser = argparse.ArgumentParser(formatter_class=argparse.ArgumentDefaultsHelpFormatter) - + Aerospike.parse_arguments_population(parser) - + args = parser.parse_args() - + return args async def main_loop(args : argparse.Namespace) -> None: - - async with Aerospike(args, Actions.POPULATION) as asInstance: + + async with Aerospike(args, Actions.POPULATION) as asInstance: await asInstance.get_dataset() await asInstance.populate() - + if __name__ == "__main__": args = parse_arguments() - + asyncio.run(main_loop(args)) - - \ No newline at end of file + diff --git a/ann_benchmarks/algorithms/aerospike/config.yml b/ann_benchmarks/algorithms/aerospike/config.yml index 1061dbe57..103c9ffe9 100644 --- a/ann_benchmarks/algorithms/aerospike/config.yml +++ b/ann_benchmarks/algorithms/aerospike/config.yml @@ -1,5 +1,5 @@ -float: - euclidean: +float: + any: - base_args: ['@metric', '@dimension'] constructor: Aerospike disabled: false @@ -7,12 +7,14 @@ float: module: ann_benchmarks.algorithms.aerospike name: aerospike run_groups: - SQUARED_EUCLIDEAN: - args: [ - [SQUARED_EUCLIDEAN], #Idx Type - [{m: 16, ef_construction: 100, ef: 100}] - ] - query_args: [ - [] - ] - \ No newline at end of file + cosine: + args: [ + [cosine], #Idx Type + [{m: 8, ef_construction: 64, ef: 8}], #HnswParams for each run + [True], #Unique Set/Index Name (optional, default True). The created Set/Index Name is based on Idx Type, Dims, M, EF_const, and EF. If false, only Idx Type + [True] #True to Drop Idx and Re-Populate, optional default true + #[AllOps] #Default Performs all operations (populate idx and query). Values are IdxPopulateOnly, QueryOnly, AllOps (default) + ] + query_args: [ #Query HnswSearchParams, e.g., [{ef: 3}], optional + [] + ] \ No newline at end of file diff --git a/ann_benchmarks/algorithms/aerospike/configAll.yml b/ann_benchmarks/algorithms/aerospike/configAll.yml index e84212541..a18c6d590 100644 --- a/ann_benchmarks/algorithms/aerospike/configAll.yml +++ b/ann_benchmarks/algorithms/aerospike/configAll.yml @@ -22,13 +22,13 @@ float: [null, #Uses default {ef: 10}, {ef: 20}, - {ef: 40}, + {ef: 40}, {ef: 80}, {ef: 120}, {ef: 200}, {ef: 400}, {ef: 600}, - {ef: 800}] + {ef: 800}] ] dot_product: args: [ @@ -40,18 +40,18 @@ float: [True], #Unique Set/Index Name (optional, default True). The created Set/Index Name is based on Idx Type, Dims, M, EF_const, and EF. If false, only Idx Type [True] #True to Drop Idx and Re-Populate, optional default true #[AllOps] #Performs all operations (populate idx and query). Values are IdxPopulateOnly, QueryOnly, AllOps (default) - ] + ] query_args: [ #Query HnswSearchParams, e.g., [{ef: 3}], optional [null, #Uses default {ef: 10}, {ef: 20}, - {ef: 40}, + {ef: 40}, {ef: 80}, {ef: 120}, {ef: 200}, {ef: 400}, {ef: 600}, - {ef: 800}] + {ef: 800}] ] manhattan: args: [ @@ -63,18 +63,18 @@ float: [True], #Unique Set/Index Name (optional, default True). The created Set/Index Name is based on Idx Type, Dims, M, EF_const, and EF. If false, only Idx Type [True] #True to Drop Idx and Re-Populate, optional default true #[AllOps] #Performs all operations (populate idx and query). Values are IdxPopulateOnly, QueryOnly, AllOps (default) - ] + ] query_args: [ #Query HnswSearchParams, e.g., [{ef: 3}], optional [null, #Uses default {ef: 10}, {ef: 20}, - {ef: 40}, + {ef: 40}, {ef: 80}, {ef: 120}, {ef: 200}, {ef: 400}, {ef: 600}, - {ef: 800}] + {ef: 800}] ] SQUARED_EUCLIDEAN: args: [ @@ -86,16 +86,16 @@ float: [True], #Unique Set/Index Name (optional, default True). The created Set/Index Name is based on Idx Type, Dims, M, EF_const, and EF. If false, only Idx Type [True] #True to Drop Idx and Re-Populate, optional default true #[AllOps] #Performs all operations (populate idx and query). Values are IdxPopulateOnly, QueryOnly, AllOps (default) - ] + ] query_args: [ #Query HnswSearchParams, e.g., [{ef: 3}], optional [null, #Uses default {ef: 10}, {ef: 20}, - {ef: 40}, + {ef: 40}, {ef: 80}, {ef: 120}, {ef: 200}, {ef: 400}, {ef: 600}, - {ef: 800}] + {ef: 800}] ] \ No newline at end of file diff --git a/ann_benchmarks/algorithms/aerospike/configCat.yml b/ann_benchmarks/algorithms/aerospike/configCat.yml index 99576e55f..f74bab16d 100644 --- a/ann_benchmarks/algorithms/aerospike/configCat.yml +++ b/ann_benchmarks/algorithms/aerospike/configCat.yml @@ -10,11 +10,11 @@ float: cosine: args: [ [cosine], - [{m: 16, ef_construction: 100, ef: 100}] + [{m: 16, ef_construction: 100, ef: 100}] + ] + query_args: [ + [] ] - query_args: [ - [] - ] euclidean: - base_args: ['@metric', '@dimension'] constructor: Aerospike @@ -27,8 +27,7 @@ float: args: [ [SQUARED_EUCLIDEAN], #Idx Type [{m: 16, ef_construction: 100, ef: 100}] - ] - query_args: [ - [] ] - \ No newline at end of file + query_args: [ + [] + ] \ No newline at end of file diff --git a/ann_benchmarks/algorithms/aerospike/configTest.yml b/ann_benchmarks/algorithms/aerospike/configTest.yml index cb98f30eb..c3cd09dd1 100644 --- a/ann_benchmarks/algorithms/aerospike/configTest.yml +++ b/ann_benchmarks/algorithms/aerospike/configTest.yml @@ -16,7 +16,5 @@ float: #[AllOps] #Default Performs all operations (populate idx and query). Values are IdxPopulateOnly, QueryOnly, AllOps (default) ] query_args: [ #Query HnswSearchParams, e.g., [{ef: 3}], optional - [] - ] - - \ No newline at end of file + [] + ] \ No newline at end of file diff --git a/ann_benchmarks/algorithms/aerospike/configangulareuclidean.yml b/ann_benchmarks/algorithms/aerospike/configangulareuclidean.yml index 19531e9cf..e02404ad3 100644 --- a/ann_benchmarks/algorithms/aerospike/configangulareuclidean.yml +++ b/ann_benchmarks/algorithms/aerospike/configangulareuclidean.yml @@ -10,11 +10,11 @@ float: cosine: args: [ [cosine], - [{m: 16, ef_construction: 100, ef: 100}] + [{m: 16, ef_construction: 100, ef: 100}] + ] + query_args: [ + [] ] - query_args: [ - [] - ] euclidean: - base_args: ['@metric', '@dimension'] constructor: Aerospike @@ -24,11 +24,10 @@ float: name: aerospike run_groups: SQUARED_EUCLIDEAN: - args: [ - [SQUARED_EUCLIDEAN], #Idx Type - [{m: 16, ef_construction: 100, ef: 100}] - ] - query_args: [ - [] - ] - \ No newline at end of file + args: [ + [SQUARED_EUCLIDEAN], #Idx Type + [{m: 16, ef_construction: 100, ef: 100}] + ] + query_args: [ + [] + ] From 9e5fe7732b6f9635221ccf2967d51dff63b60b1f Mon Sep 17 00:00:00 2001 From: randersenyb Date: Sun, 8 Sep 2024 10:47:04 -0700 Subject: [PATCH 12/17] Updated Readme, updated comments, added healer support for ANN, update Code Launch... --- .vscode/launch.json | 69 ++++++++++++++----- aerospike/README.md | 51 +++++++------- aerospike/aerospikehdf.py | 15 ++-- aerospike/baseaerospike.py | 32 +++++++-- ann_benchmarks/algorithms/aerospike/README.md | 14 ++-- .../algorithms/aerospike/config.yml | 1 + .../algorithms/aerospike/configAll.yml | 4 ++ .../algorithms/aerospike/configTest.yml | 1 + ann_benchmarks/algorithms/aerospike/module.py | 23 ++++--- 9 files changed, 138 insertions(+), 72 deletions(-) diff --git a/.vscode/launch.json b/.vscode/launch.json index ed3ed0587..49055d19a 100644 --- a/.vscode/launch.json +++ b/.vscode/launch.json @@ -61,7 +61,7 @@ "--timeout", "7200"], "console": "integratedTerminal" }, - { + { "name": "Python Debugger: hdf_import (prompt DS)", "type": "debugpy", "request": "launch", @@ -75,8 +75,8 @@ ], "justMyCode": false, "console": "integratedTerminal" - }, - { + }, + { "name": "Python Debugger: hdf_import diff namespaces (prompt DS)", "type": "debugpy", "request": "launch", @@ -91,8 +91,8 @@ ], "justMyCode": false, "console": "integratedTerminal" - }, - { + }, + { "name": "Python Debugger: hdf_import (prompt HDF)", "type": "debugpy", "request": "launch", @@ -102,11 +102,42 @@ "--hdf", "${input:enterHDFFile}", "--concurrency", "5000", "--idxdrop", - "--logfile", "./hdfimport-hdf.log" + "--logfile", "./hdfimport-hdf.log" ], "console": "integratedTerminal" - }, - { + }, + { + "name": "Python Debugger: hdf_import Sleep Healer (prompt HDF)", + "type": "debugpy", + "request": "launch", + "program": "${workspaceFolder}/aerospike/hdf_import.py", + "cwd": "${workspaceFolder}/aerospike", + "args": [ + "--hdf", "${input:enterHDFFile}", + "--concurrency", "5000", + "--idxdrop", + "--logfile", "./hdfimport-hdf.log", + "--exhaustedevt", "-2" + ], + "console": "integratedTerminal" + }, + { + "name": "Python Debugger: hdf_import Sleep Healer No Idx Wait (prompt HDF)", + "type": "debugpy", + "request": "launch", + "program": "${workspaceFolder}/aerospike/hdf_import.py", + "cwd": "${workspaceFolder}/aerospike", + "args": [ + "--hdf", "${input:enterHDFFile}", + "--concurrency", "5000", + "--idxdrop", + "--logfile", "./hdfimport-hdf.log", + "--exhaustedevt", "-2", + "--idxnowait" + ], + "console": "integratedTerminal" + }, + { "name": "Python Debugger: hdf_import Sleep 10 mins (prompt HDF)", "type": "debugpy", "request": "launch", @@ -121,7 +152,7 @@ ], "console": "integratedTerminal" }, - { + { "name": "Python Debugger: hdf_import Sleep 30 mins large (prompt HDF)", "type": "debugpy", "request": "launch", @@ -135,8 +166,8 @@ "--exhaustedevt", "1800" ], "console": "integratedTerminal" - }, - { + }, + { "name": "Python Debugger: hdf_import angular (prompt HDF)", "type": "debugpy", "request": "launch", @@ -147,10 +178,10 @@ "--concurrency", "5000", "--distancetype", "COSINE", "--idxdrop", - "--logfile", "./hdfimport-angular.log", + "--logfile", "./hdfimport-angular.log", ], "console": "integratedTerminal" - }, + }, { "name": "Python Debugger: hdf_import LB", "type": "debugpy", @@ -166,7 +197,7 @@ "--vectorloadbalancer" ], "console": "integratedTerminal" - }, + }, { "name": "Python Debugger: hdf_import glove (no log)", "type": "debugpy", @@ -207,7 +238,7 @@ "-r", "5" ], "console": "integratedTerminal" - }, + }, { "name": "Python Debugger: hdf_query diff namespaces(prompt DS)", "type": "debugpy", @@ -221,7 +252,7 @@ "-r", "5" ], "console": "integratedTerminal" - }, + }, { "name": "Python Debugger: hdf_query (proimpt HDF)", "type": "debugpy", @@ -287,9 +318,9 @@ "cwd": "${workspaceFolder}/aerospike", "args": [ "--dataset", "gist-960-euclidean", - "--logfile", "./hdfquery-gist1.log", + "--logfile", "./hdfquery-gist1.log", "-r", "1", - "--limit", "10", + "--limit", "10", "--idxname", "gist-960-euclidean_Idx" ], "console": "integratedTerminal" @@ -309,7 +340,7 @@ ], "justMyCode": false, "console": "integratedTerminal" - }, + }, { "name": "Python Debugger: bigann_download (prompt)", "type": "debugpy", diff --git a/aerospike/README.md b/aerospike/README.md index 2e33fa8b6..7b70db0d5 100644 --- a/aerospike/README.md +++ b/aerospike/README.md @@ -29,7 +29,7 @@ The maximum number of concurrent tasks (N) used to population the index. “N’ Values are: - \< 0 – All records are upserted, concurrently waiting for the upsert confirmation once all upserts are submitted -- 0 -- Disable Population +- 0 -- Disable Population If the index doesn’t existence, it is created. The “wait for index completion” is still being performed. - 1 -- One record is upserted and confirmed at a time (sync) - \> 1 -- The number of records upserted and confirmed, concurrently (async) @@ -52,7 +52,8 @@ This determines how the Resource Exhausted event is handled. This event occurs w “EVT” Values are: -- \< 0 – All population events are stopped and will not resume until the index merger queue is cleared. This is done by “waiting for index completion” to occur. Once the queue is cleared, the population will be restarted. +- -1 – All population events are stopped and will not resume until the index merger queue is cleared. This is done by “waiting for index completion” to occur. Once the queue is cleared, the population will be restarted. +- -2 -- Ignore the in-memory queue full error. These records will be written to storage and later, the index healer will pick them for indexing. - 0 -- Disable event handling (just re-throws the exception) - \>= 1 – All population events are stopped, and the module will wait for “EVT” seconds. Once the interval is reached, the population will be restarted. @@ -74,7 +75,7 @@ The Vector Server’s IP Address or Host Name (default: localhost) \-A HOST:PORT [HOST:PORT ...], --hosts HOST:PORT [HOST:PORT ...] -A list of host and optional port. Each pair is separated by a space. +A list of host and optional port. Each pair is separated by a space. Example: 'hosta:5000' or 'hostb' (default: [localhost:5000]) If provided, each population request is distributed over the list of hosts. @@ -91,46 +92,46 @@ Note: if “—hosts” argument is used, only the first host in the list is use \-n NS, --namespace NS -The Aerospike Namespace +The Aerospike Namespace (default: test) \-N NS, --idxnamespace NS -Aerospike Namespace where the vector index will be located. +Aerospike Namespace where the vector index will be located. Defaults to the value of “—namespace”. \-s SET, --setname SET -The Aerospike Set Name +The Aerospike Set Name (default: HDF-data) \-I IDX, --idxname IDX -The Vector Index Name. +The Vector Index Name. Defaults to the Set Name (--setname) with the suffix of '_idx' \-g, --generatedetailsetname -Generates a unique Set Name (--setname) based on distance type, dimensions, index params, etc. +Generates a unique Set Name (--setname) based on distance type, dimensions, index params, etc. (default: False) \-b BIN, --vectorbinname BIN -The Aerospike Bin Name where the vector is stored +The Aerospike Bin Name where the vector is stored (default: “HDF_embedding”) \-D DIST, --distancetype DIST -The Vector's Index Distance Type as defined by the Vector Phyton API. +The Vector's Index Distance Type as defined by the Vector Phyton API. The default is to select the index type based on the ANN dataset \-P PARM, --indexparams PARM -The Vector's Index Params (HnswParams) as defined by the Vector Phyton API. +The Vector's Index Params (HnswParams) as defined by the Vector Phyton API. (default: {"m": 16, "ef_construction": 100, "ef": 100}) -\--storagethreshold MULTIPLIER -A storage multiplier used to determine how the “training” dataset is loaded. It is either loaded completely in memory or is memory mapped (paged into memory when needed). The multiplier is simply how many “training” datasets can fit into available physical memory. For example, a multiplier of 4 (default) means that if at least 4 times the size of the “training” dataset can fit in available memory, it will be loaded into memory. If it cannot, it will be memory mapped and paged when needed. A value of 0 means always try to load it into memory. A value of -1 means to always memory map this dataset. +\--storagethreshold MULTIPLIER +A storage multiplier used to determine how the “training” dataset is loaded. It is either loaded completely in memory or is memory mapped (paged into memory when needed). The multiplier is simply how many “training” datasets can fit into available physical memory. For example, a multiplier of 4 (default) means that if at least 4 times the size of the “training” dataset can fit in available memory, it will be loaded into memory. If it cannot, it will be memory mapped and paged when needed. A value of 0 means always try to load it into memory. A value of -1 means to always memory map this dataset. (default: 4) \-L LOG, --logfile LOG @@ -185,8 +186,8 @@ A HDF file that can be an ANN HDF file, or one created by “[hdf_create_dataset \-r RUNS, --runs RUNS -The number of times the query requests will run based on the ANN dataset. -For example: If the ANN dataset request 1,000 queries and if this value is 10; The total number of query requests will be 10,000 (1,000 \* 10). +The number of times the query requests will run based on the ANN dataset. +For example: If the ANN dataset request 1,000 queries and if this value is 10; The total number of query requests will be 10,000 (1,000 \* 10). (default: 10) \--limit NEEIGHBORS @@ -195,12 +196,12 @@ The number of neighbors to return from each query request. If this value is less \--parallel -Each “run” is conducted concurrently +Each “run” is conducted concurrently (default: False) \--check -Each query result is checked to determine if the result is correct. +Each query result is checked to determine if the result is correct. {default False) \-p port, --vectorport port @@ -213,7 +214,7 @@ The Vector Server’s IP Address or Host Name (default: localhost) \-A HOST:PORT [HOST:PORT ...], --hosts HOST:PORT [HOST:PORT ...] -A list of host and optional port. Each pair is separated by a space. +A list of host and optional port. Each pair is separated by a space. Example: 'hosta:5000' or 'hostb' (default: [localhost:5000]) If provided, each query request is distributed over the list of hosts. @@ -230,27 +231,27 @@ Note: if “—hosts” argument is used, only the first host in the list is use \-N NS, --idxnamespace NS -Aerospike Namespace where the vector index will be located. +Aerospike Namespace where the vector index will be located. Defaults to the value of “—namespace”. \-s SET, --setname SET -The Aerospike Set Name +The Aerospike Set Name (default: HDF-data) \-I IDX, --idxname IDX -The Vector Index Name. +The Vector Index Name. Defaults to the Set Name (--setname) with the suffix of '_idx' \-g, --generatedetailsetname -Generates a unique Set Name (--setname) based on distance type, dimensions, index params, etc. +Generates a unique Set Name (--setname) based on distance type, dimensions, index params, etc. (default: False) \-S PARM, --searchparams PARM -The Vector's Search Params (HnswParams) as defined by the Vector Phyton API. +The Vector's Search Params (HnswParams) as defined by the Vector Phyton API. Defaults to --indexparams \--metric TYPE @@ -272,7 +273,7 @@ If provided, this will override the ANN distance type as defined in the dataset. - squared_euclidean - angular -\--dontadustdistance +\--dontadustdistance If provided, the ANN default distance formula is always used regardless of the ANN or “distancecalc” values. \-L LOG, --logfile LOG @@ -450,7 +451,7 @@ This will download the Big ANN dataset files and place the files into the defaul Below are the arguments: -- \--dataset name +- \--dataset name You can find more information about the Big ANN datasets [here](https://big-ann-benchmarks.com/neurips23.html). Name is: - 'bigann-1B' - 'bigann-100M' diff --git a/aerospike/aerospikehdf.py b/aerospike/aerospikehdf.py index fff8bc0cf..1db32b8e3 100644 --- a/aerospike/aerospikehdf.py +++ b/aerospike/aerospikehdf.py @@ -25,13 +25,13 @@ logger = logging.getLogger(__name__) aerospikeIdxNames : list = [] - + class Aerospike(BaseAerospike): - + @staticmethod def parse_arguments_population(parser: argparse.ArgumentParser) -> None: ''' - Adds the arguments required to populate an index. + Adds the arguments required to populate an index. ''' group = parser.add_mutually_exclusive_group(required=True) group.add_argument( @@ -130,8 +130,10 @@ def parse_arguments_population(parser: argparse.ArgumentParser) -> None: help=''' This determines how the Resource Exhausted event is handled. Values are: - - < 0 -- All population events are stopped and will not resume until the Idx queue is cleared - (wait for idx completion). + - -1 -- All population events are stopped and will not resume until the Idx queue is cleared + (wait for idx completion). This is the default. + - -2 -- Ignore the in-memory queue full error. These records will be written to storage + and later, the index healer will pick them for indexing - 0 -- Disable event handling (just re-throws the exception) - >= 1 -- All population events are stopped and this is the number of seconds to wait before re-starting the population. This needs to be a large enough number to allow the Idx queue to somewhat clear. @@ -538,6 +540,7 @@ async def put_vector(self, key, embedding, i: int, client: vectorASyncClient, re await client.upsert(namespace=self._namespace, set_name=self._setName, key=key, + ignore_mem_queue_full= self._idx_resource_event == -2, record_data={ self._idx_binName:embedding.tolist() } @@ -560,7 +563,7 @@ async def put_vector(self, key, embedding, i: int, client: vectorASyncClient, re self._pausePuts = False raise - async def index_exist(self, adminClient: vectorASyncAdminClient) -> Union[dict, None]: + async def index_exist(self, adminClient: vectorASyncAdminClient) -> Union[dict, None]: existingIndexes = await adminClient.index_list() if len(existingIndexes) == 0: return None diff --git a/aerospike/baseaerospike.py b/aerospike/baseaerospike.py index 632e8d696..8414f8370 100644 --- a/aerospike/baseaerospike.py +++ b/aerospike/baseaerospike.py @@ -212,6 +212,8 @@ def __init__(self, runtimeArgs: argparse.Namespace, logger: logging.Logger): self._vector_queue_qry_time : int = runtimeArgs.vectorqueqry self._vector_queue_qry_thread : Thread = None + self._vector_Committed : Union[int, None] = None + self._vector_queue_depth : Union[int, None] = None self._logging_init(runtimeArgs, logger) @@ -258,7 +260,7 @@ def _prometheus_init(self, runtimeArgs: argparse.Namespace) -> None: self._prometheus_heartbeat_gauge = self._meter.create_gauge("aerospike.hdf.heartbeat") - self._vector_queue_gauge = self._meter.create_gauge("aerospike.hdf.vectorqueuedepth", + self._vector_queue_gauge = self._meter.create_gauge("aerospike.hdf.vectorqueuedepth", description="Vector Queue Depth" ) @@ -347,8 +349,10 @@ def prometheus_status(self, done:bool = False, force : bool = False) -> None: resourceevt = '' if self._idx_resource_event is not None: - if self._idx_resource_event < 0: + if self._idx_resource_event == -1 or self._idx_resource_event < -2: resourceevt = 'Wait Idx' + if self._idx_resource_event == -2: + resourceevt = 'Healer' elif self._idx_resource_event > 0: resourceevt = f"Sleep {self._idx_resource_event} secs" else: @@ -370,6 +374,19 @@ def prometheus_status(self, done:bool = False, force : bool = False) -> None: else: waitevt = "Wait for Completion" + poprecs = None if self._trainarray is None else len(self._trainarray) + remainingRecs = self._remainingrecs + if (self._vector_queue_depth is not None + and poprecs is not None + and self._actions is not None + and OperationActions.POPULATION in self._actions): + if remainingRecs is None: + self._vector_Committed = 0 + else: + vectorcommit = (poprecs - remainingRecs) - self._vector_queue_depth + if self._vector_Committed is None or vectorcommit > self._vector_Committed: + self._vector_Committed = vectorcommit + self._prometheus_heartbeat_gauge.set(self.__cnthb__, {"ns": '' if self._namespace is None else self._namespace, "set": '' if self._setName is None else self._setName, @@ -379,7 +396,7 @@ def prometheus_status(self, done:bool = False, force : bool = False) -> None: "idxdist": None if self._idx_distance is None else self._idx_distance.name, "anndist": self._ann_distance, "dims": self._dimensions, - "poprecs": None if self._trainarray is None else len(self._trainarray), + "poprecs": poprecs, "queries": None if self._queryarray is None else len(self._queryarray), "querynbrlmt": self._query_nbrlimit, "queryruns": self._query_runs, @@ -387,7 +404,7 @@ def prometheus_status(self, done:bool = False, force : bool = False) -> None: "dataset":self._datasetname, "paused": pausestate, "action": None if self._actions is None else self._actions.name, - "remainingRecs" : self._remainingrecs, + "remainingRecs" : remainingRecs, "remainingquerynbrs" : self._remainingquerynbrs, "querymetric": '' if self._query_metric is None else self._query_metric["type"], "querymetricvalue": self._query_metric_value, @@ -399,7 +416,8 @@ def prometheus_status(self, done:bool = False, force : bool = False) -> None: "popconcurrent": concurrentevt, "popwait" : waitevt, "idxstate": self._idx_state, - "querydistance": self._ann_distance if self._query_distancecalc is None else self._query_distancecalc + "querydistance": self._ann_distance if self._query_distancecalc is None else self._query_distancecalc, + "popcommitted": self._vector_Committed }) def _prometheus_heartbeat(self) -> None: @@ -434,6 +452,7 @@ def vector_queue_status(self, adminclient : vectorAdminClient, queryapi:bool = T self._vector_queue_depth = adminclient.index_get_status(namespace=self._namespace, name=self._idx_name, timeout=2) + except vectorTypes.AVSServerError as avse: self._vector_queue_depth = None if (avse.rpc_error.code() != vectorResultCodes.StatusCode.NOT_FOUND @@ -466,6 +485,7 @@ def _vector_queue_heartbeat(self) -> None: queryapicnt = round(self._vector_queue_qry_time / self._prometheus_hb) queryapi:bool = True self._vector_queue_depth = 0 + self._vector_queue_total = None while self._vector_queue_qry_time > 0: i += 1 if i >= queryapicnt: @@ -476,7 +496,7 @@ def _vector_queue_heartbeat(self) -> None: if self._vector_queue_qry_time > 0: sleep(self._prometheus_hb) queryapi = False - self.vector_queue_status(adminClient, True) + self.vector_queue_status(adminClient, done=True) self._logger.debug(f"Vector Heartbeating Ended") except Exception as e: self._logger.exception("Exception occurred tring to obtain Index Status") diff --git a/ann_benchmarks/algorithms/aerospike/README.md b/ann_benchmarks/algorithms/aerospike/README.md index 199579af5..7ed2eaa76 100644 --- a/ann_benchmarks/algorithms/aerospike/README.md +++ b/ann_benchmarks/algorithms/aerospike/README.md @@ -1,5 +1,7 @@ # Backoff Logic when encountering Resource Exhausted +This only applies when "ignoreExhaustedEvent" is true in the config.yml (default is false). When this value is True, any exhausted resource event will be handled by the healer. + # The “back-off” logic is as follows: - When the exception is received: @@ -128,17 +130,17 @@ float: [{m: 8, ef_construction: 64, ef: 8}, {m: 16, ef_construction: 128, ef: 8} ], #Unique Set/Index Name (optional, default True). See the “AVS_SET” environment variable above. - [True], + [True], #True to Drop Idx and Re-Populate, optional default true. See “APP_DROP_IDX” environment variable above. [True], #Determines what phases are executed. Values are: # IdxPopulateOnly – only conduct the populate index phase, # QueryOnly – only perform the vector search phase, # AllOps – All phases (optional default value) - [AllOps] + [AllOps] ] #This grouping is required - query_args: [ + query_args: [ # If provided (optional), overrides the HnswParams defined above for the vector search phase [null, #Uses default defined above {ef: 10} #Override “ef” above @@ -158,8 +160,8 @@ float: args: [ [SQUARED_EUCLIDEAN], #Idx Type [{m: 16, ef_construction: 100, ef: 100}] - ] - query_args: [ - [] + ] + query_args: [ + [] ] ``` diff --git a/ann_benchmarks/algorithms/aerospike/config.yml b/ann_benchmarks/algorithms/aerospike/config.yml index 103c9ffe9..2663a4897 100644 --- a/ann_benchmarks/algorithms/aerospike/config.yml +++ b/ann_benchmarks/algorithms/aerospike/config.yml @@ -14,6 +14,7 @@ float: [True], #Unique Set/Index Name (optional, default True). The created Set/Index Name is based on Idx Type, Dims, M, EF_const, and EF. If false, only Idx Type [True] #True to Drop Idx and Re-Populate, optional default true #[AllOps] #Default Performs all operations (populate idx and query). Values are IdxPopulateOnly, QueryOnly, AllOps (default) + #[False] #If True, the exhausted resource event is handled by the Handler. Default is false. ] query_args: [ #Query HnswSearchParams, e.g., [{ef: 3}], optional [] diff --git a/ann_benchmarks/algorithms/aerospike/configAll.yml b/ann_benchmarks/algorithms/aerospike/configAll.yml index a18c6d590..f6c545d4d 100644 --- a/ann_benchmarks/algorithms/aerospike/configAll.yml +++ b/ann_benchmarks/algorithms/aerospike/configAll.yml @@ -17,6 +17,7 @@ float: [True], #Unique Set/Index Name (optional, default True). The created Set/Index Name is based on Idx Type, Dims, M, EF_const, and EF. If false, only Idx Type [True] #True to Drop Idx and Re-Populate, optional default true #[AllOps] #Default Performs all operations (populate idx and query). Values are IdxPopulateOnly, QueryOnly, AllOps (default) + #[False] #If True, the exhausted resource event is handled by the Handler. Default is false. ] query_args: [ #Query HnswSearchParams, e.g., [{ef: 3}], optional [null, #Uses default @@ -40,6 +41,7 @@ float: [True], #Unique Set/Index Name (optional, default True). The created Set/Index Name is based on Idx Type, Dims, M, EF_const, and EF. If false, only Idx Type [True] #True to Drop Idx and Re-Populate, optional default true #[AllOps] #Performs all operations (populate idx and query). Values are IdxPopulateOnly, QueryOnly, AllOps (default) + #[False] #If True, the exhausted resource event is handled by the Handler. Default is false. ] query_args: [ #Query HnswSearchParams, e.g., [{ef: 3}], optional [null, #Uses default @@ -63,6 +65,7 @@ float: [True], #Unique Set/Index Name (optional, default True). The created Set/Index Name is based on Idx Type, Dims, M, EF_const, and EF. If false, only Idx Type [True] #True to Drop Idx and Re-Populate, optional default true #[AllOps] #Performs all operations (populate idx and query). Values are IdxPopulateOnly, QueryOnly, AllOps (default) + #[False] #If True, the exhausted resource event is handled by the Handler. Default is false. ] query_args: [ #Query HnswSearchParams, e.g., [{ef: 3}], optional [null, #Uses default @@ -86,6 +89,7 @@ float: [True], #Unique Set/Index Name (optional, default True). The created Set/Index Name is based on Idx Type, Dims, M, EF_const, and EF. If false, only Idx Type [True] #True to Drop Idx and Re-Populate, optional default true #[AllOps] #Performs all operations (populate idx and query). Values are IdxPopulateOnly, QueryOnly, AllOps (default) + #[False] #If True, the exhausted resource event is handled by the Handler. Default is false. ] query_args: [ #Query HnswSearchParams, e.g., [{ef: 3}], optional [null, #Uses default diff --git a/ann_benchmarks/algorithms/aerospike/configTest.yml b/ann_benchmarks/algorithms/aerospike/configTest.yml index c3cd09dd1..a860d5a41 100644 --- a/ann_benchmarks/algorithms/aerospike/configTest.yml +++ b/ann_benchmarks/algorithms/aerospike/configTest.yml @@ -14,6 +14,7 @@ float: [True], #Unique Set/Index Name (optional, default True). The created Set/index name is based on Idx Type, Dims, M, EF_const, and EF. If false, only Idx Type [True] #True to Drop Idx and Re-Populate, optional default true #[AllOps] #Default Performs all operations (populate idx and query). Values are IdxPopulateOnly, QueryOnly, AllOps (default) + #[False] #If True, the exhausted resource event is handled by the Handler. Default is false. ] query_args: [ #Query HnswSearchParams, e.g., [{ef: 3}], optional [] diff --git a/ann_benchmarks/algorithms/aerospike/module.py b/ann_benchmarks/algorithms/aerospike/module.py index ad94891c2..8cd1c3874 100644 --- a/ann_benchmarks/algorithms/aerospike/module.py +++ b/ann_benchmarks/algorithms/aerospike/module.py @@ -38,7 +38,8 @@ def __init__(self, hnswParams: dict, uniqueSetIdxName: bool = True, dropIdx: bool = True, - actions: str = "ALLOPS"): + actions: str = "ALLOPS", + ignoreExhaustedEvent: bool = False): global logFileHandler global loggingEnabled @@ -83,6 +84,7 @@ def __init__(self, ) self._idx_drop = dropIdx + self._idx_ignoreExhEvt = ignoreExhaustedEvent dropIdxOverride = os.environ.get("APP_DROP_IDX") if dropIdxOverride is not None: self._idx_drop = dropIdxOverride.lower() in ['true', '1', 't'] @@ -91,7 +93,7 @@ def __init__(self, #self._password = os.environ.get("APP_PASSWORD") or "" self._host = os.environ.get("AVS_HOST") or "localhost" self._port = int(os.environ.get("AVS_PORT") or 5000) - self._listern = None #os.environ.get("AVS_ADVERTISED_LISTENER") or None + self._listern = None #os.environ.get("AVS_ADVERTISED_LISTENER") or None self._isloadbalancer = os.environ.get("AVS_USELOADBALANCER") if self._isloadbalancer is not None and self._isloadbalancer.lower() in ['true', '1', 't', '']: self._isloadbalancer = True @@ -230,7 +232,7 @@ async def DropIndex(self, adminClient: vectorASyncAdminClient) -> bool: result = True if self._idx_sleep > 0: while (any(index["id"]["namespace"] == self._namespace - and index["id"]["name"] == self._idx_name + and index["id"]["name"] == self._idx_name for index in existingIndexes)): if loopTimes>= self._idx_sleep: print(f'\n') @@ -244,12 +246,12 @@ async def DropIndex(self, adminClient: vectorASyncAdminClient) -> bool: t = time.time() print('\n') - Aerospike.PrintLog(f'Result: {result}, Drop Index Time (sec) = {t - s}') + Aerospike.PrintLog(f'Result: {result}, Drop Index Time (sec) = {t - s}') return result async def CreateIndex(self, adminClient: vectorASyncAdminClient) -> None: global aerospikeIdxNames - Aerospike.PrintLog(f'Creating Index {self._namespace}.{self._idx_name}') + Aerospike.PrintLog(f'Creating Index {self._namespace}.{self._idx_name}') s = time.time() await adminClient.index_create(namespace=self._namespace, name=self._idx_name, @@ -269,6 +271,7 @@ async def PutVector(self, key: int, embedding, i: int, client: vectorASyncClient await client.upsert(namespace=self._namespace, set_name=self._setName, key=key, + ignore_mem_queue_full=self._idx_ignoreExhEvt, record_data={ self._idx_binName:embedding.tolist() } @@ -285,7 +288,7 @@ async def PutVector(self, key: int, embedding, i: int, client: vectorASyncClient logger.debug(f"Resource Exhausted on Put on Count: {i}, Key: {key}, Idx: {self._namespace}.{self._setName}.{self._idx_name}. Going to Pause Population and Wait for Idx Completion...") s = time.time() await client.wait_for_index_completion(namespace=self._namespace, - name=self._idx_name) + name=self._idx_name) t = time.time() if logLevel == logging.WARNING: Aerospike.PrintLog(msg=f"Index Completed Time (sec) = {t - s}, Going to Reissue Puts for Idx: {self._namespace}.{self._setName}.{self._idx_name}", @@ -399,7 +402,7 @@ async def fitAsync(self, X: np.array) -> None: def fit(self, X: np.array) -> None: if self._actions == OperationActions.QUERYONLY: - Aerospike.PrintLog(f'No Idx Population: {self} Shape: {X.shape}') + Aerospike.PrintLog(f'No Idx Population: {self} Shape: {X.shape}') return Aerospike.PrintLog(f'Start fit: {self} Shape: {X.shape}') @@ -432,11 +435,11 @@ def query(self, q, n): index_name=self._idx_name, query=q.tolist(), limit=n, - search_params=self._query_hnswsearchparams) + search_params=self._query_hnswsearchparams) result_ids = [neighbor.key.key for neighbor in result] if self._checkResult: if len(result_ids) == 0: - Aerospike.PrintLog(f'No Query Results for {self._idx_name}', logging.WARNING) + Aerospike.PrintLog(f'No Query Results for {self._idx_name}', logging.WARNING) zeroDist = [record.key.key for record in result if record.distance == 0] if len(zeroDist) > 0: Aerospike.PrintLog(f'Zero Distance Found for {self._idx_name} Keys: {zeroDist}', logging.WARNING) @@ -452,4 +455,4 @@ def query(self, q, n): def __str__(self): batchingparams = f"maxrecs:{self._idx_hnswparams.batching_params.max_records}, interval:{self._idx_hnswparams.batching_params.interval}" hnswparams = f"m:{self._idx_hnswparams.m}, efconst:{self._idx_hnswparams.ef_construction}, ef:{self._idx_hnswparams.ef}, batching:{{{batchingparams}}}" - return f"Aerospike([{self._metric}, {self._host}:{self._port}, {self._isloadbalancer}, {self._namespace}.{self._setName}.{self._idx_name}, {self._idx_type}, {self._idx_value}, {self._dims}, {self._actions}, {self._idx_sleep}, {self._populateTasks}, {{{hnswparams}}}, {{{self._query_hnswsearchparams}}}])" + return f"Aerospike([{self._metric}, {self._host}:{self._port}, {self._isloadbalancer}, {self._namespace}.{self._setName}.{self._idx_name}, {self._idx_type}, {self._idx_value}, {self._dims}, {self._actions}, {self._idx_sleep}, {self._idx_ignoreExhEvt}, {self._populateTasks}, {{{hnswparams}}}, {{{self._query_hnswsearchparams}}}])" From 8a3e0752dbe669afbab8cb3bd33c705897eba7c9 Mon Sep 17 00:00:00 2001 From: PaR Team - avs-demo Date: Mon, 9 Sep 2024 09:47:03 +0000 Subject: [PATCH 13/17] Pin aerospike-vector-search to the download link --- aerospike/requirements.txt | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/aerospike/requirements.txt b/aerospike/requirements.txt index ed9a98fab..2bbef4801 100644 --- a/aerospike/requirements.txt +++ b/aerospike/requirements.txt @@ -3,7 +3,9 @@ numpy psutil scipy aerospike -aerospike-vector-search==1.1.0.dev3 +aerospike-vector-search opentelemetry-api opentelemetry-sdk opentelemetry-exporter-prometheus + +https://test-files.pythonhosted.org/packages/1f/4d/82cce72007c4567e5d9a75c862fc894fc18d708e8cd09385598750e8d1b6/aerospike_vector_search-1.1.0.dev3.tar.gz#sha256=027b614a822fe774508f03f2ef08f2f42dfe9d6d66ecdb4caf5207c6937e5c47 From c895c2205fc7ccc516f0de8d1c0362dad89b7e92 Mon Sep 17 00:00:00 2001 From: Richard Andersen Date: Mon, 9 Sep 2024 08:41:47 -0700 Subject: [PATCH 14/17] Updated Dashboard --- aerospike/AerospikeHDFDashboard.json | 2455 +++++++++++++------------- 1 file changed, 1261 insertions(+), 1194 deletions(-) diff --git a/aerospike/AerospikeHDFDashboard.json b/aerospike/AerospikeHDFDashboard.json index b9e8646ac..0b0a22d71 100644 --- a/aerospike/AerospikeHDFDashboard.json +++ b/aerospike/AerospikeHDFDashboard.json @@ -7,22 +7,10 @@ "type": "datasource", "pluginId": "prometheus", "pluginName": "Prometheus" - }, - { - "name": "DS_EXPRESSION", - "label": "Expression", - "description": "", - "type": "datasource", - "pluginId": "__expr__" } ], "__elements": {}, "__requires": [ - { - "type": "datasource", - "id": "__expr__", - "version": "1.0.0" - }, { "type": "panel", "id": "gauge", @@ -403,41 +391,57 @@ "fieldConfig": { "defaults": { "color": { - "fixedColor": "light-blue", - "mode": "fixed" + "fixedColor": "red", + "mode": "thresholds" }, + "decimals": 0, "fieldMinMax": false, "mappings": [], + "noValue": "0", "thresholds": { "mode": "absolute", "steps": [ { "color": "green", "value": null + }, + { + "color": "#6ED0E0", + "value": 100 + }, + { + "color": "#EAB839", + "value": 500 + }, + { + "color": "#EF843C", + "value": 750 + }, + { + "color": "#E24D42", + "value": 1000 } ] }, - "unit": "string" + "unit": "locale" }, "overrides": [] }, "gridPos": { "h": 5, - "w": 6, + "w": 4, "x": 12, "y": 1 }, - "id": 658, + "id": 662, "options": { "colorMode": "value", "graphMode": "none", "justifyMode": "auto", "orientation": "auto", "reduceOptions": { - "calcs": [ - "lastNotNull" - ], - "fields": "hnswparams", + "calcs": [], + "fields": "", "values": false }, "showPercentChange": false, @@ -452,9 +456,9 @@ "uid": "${DS_PROMETHEUS}" }, "disableTextWrap": false, - "editorMode": "builder", + "editorMode": "code", "exemplar": false, - "expr": "aerospike_hdf_heartbeat{instance=~\"$client\", idxns=~\"$idxns\", idx=~\"$idxname\"}", + "expr": "sum(aerospike_hdf_exception_total{instance=~\"$client\"})", "format": "table", "fullMetaSearch": false, "includeNullMetadata": true, @@ -465,7 +469,7 @@ "useBackend": false } ], - "title": "HNSW Params", + "title": "Errors", "type": "stat" }, { @@ -477,57 +481,41 @@ "fieldConfig": { "defaults": { "color": { - "fixedColor": "red", - "mode": "thresholds" + "fixedColor": "light-blue", + "mode": "fixed" }, - "decimals": 0, "fieldMinMax": false, "mappings": [], - "noValue": "0", "thresholds": { "mode": "absolute", "steps": [ { "color": "green", "value": null - }, - { - "color": "#6ED0E0", - "value": 100 - }, - { - "color": "#EAB839", - "value": 500 - }, - { - "color": "#EF843C", - "value": 750 - }, - { - "color": "#E24D42", - "value": 1000 } ] }, - "unit": "locale" + "unit": "string" }, "overrides": [] }, "gridPos": { - "h": 5, - "w": 3, - "x": 18, + "h": 8, + "w": 6, + "x": 16, "y": 1 }, - "id": 662, + "id": 658, "options": { "colorMode": "value", "graphMode": "none", "justifyMode": "auto", "orientation": "auto", "reduceOptions": { - "calcs": [], - "fields": "", + "calcs": [ + "lastNotNull" + ], + "fields": "hnswparams", "values": false }, "showPercentChange": false, @@ -544,7 +532,7 @@ "disableTextWrap": false, "editorMode": "builder", "exemplar": false, - "expr": "sum(aerospike_hdf_exception{instance=~\"$client\"})", + "expr": "aerospike_hdf_heartbeat{instance=~\"$client\", idxns=~\"$idxns\", idx=~\"$idxname\"}", "format": "table", "fullMetaSearch": false, "includeNullMetadata": true, @@ -555,7 +543,7 @@ "useBackend": false } ], - "title": "Errors", + "title": "HNSW Params", "type": "stat" }, { @@ -588,7 +576,7 @@ }, "gridPos": { "h": 3, - "w": 9, + "w": 7, "x": 0, "y": 6 }, @@ -662,7 +650,7 @@ "gridPos": { "h": 3, "w": 9, - "x": 9, + "x": 7, "y": 6 }, "id": 664, @@ -802,9 +790,9 @@ "uid": "${DS_PROMETHEUS}" }, "disableTextWrap": false, - "editorMode": "builder", + "editorMode": "code", "exemplar": false, - "expr": "aerospike_hdf_exception{ns=~\"$idxns\", instance=~\"$client\", idx=~\"$idxname\", run=~\"$QueryRun\"}", + "expr": "aerospike_hdf_exception_total{ns=~\"$idxns\", instance=~\"$client\", idx=~\"$idxname\", run=~\"$QueryRun\"}", "format": "time_series", "fullMetaSearch": false, "includeNullMetadata": true, @@ -820,8 +808,8 @@ "uid": "${DS_PROMETHEUS}" }, "disableTextWrap": false, - "editorMode": "builder", - "expr": "aerospike_hdf_exception{ns=~\"$namespace\", instance=~\"$client\", set=~\"$set\"}", + "editorMode": "code", + "expr": "aerospike_hdf_exception_total{ns=~\"$namespace\", instance=~\"$client\", set=~\"$set\"}", "fullMetaSearch": false, "hide": false, "includeNullMetadata": true, @@ -905,7 +893,7 @@ "overrides": [] }, "gridPos": { - "h": 5, + "h": 6, "w": 3, "x": 0, "y": 11 @@ -982,7 +970,7 @@ "overrides": [] }, "gridPos": { - "h": 5, + "h": 6, "w": 3, "x": 3, "y": 11 @@ -1087,7 +1075,7 @@ "overrides": [] }, "gridPos": { - "h": 5, + "h": 6, "w": 3, "x": 6, "y": 11 @@ -1101,7 +1089,7 @@ "calcs": [ "lastNotNull" ], - "fields": "/^totcommits$/", + "fields": "/^sum\\(aerospike_hdf_populate_total\\{instance=~\"172\\\\\\\\\\.28\\\\\\\\\\.86\\\\\\\\\\.158:9464\", ns=~\"test\", set=~\"glove\\-100\\-angular\"\\}\\)$/", "values": false }, "showThresholdLabels": false, @@ -1157,16 +1145,133 @@ { "fieldName": "poprecs", "handlerKey": "max" + }, + { + "fieldName": "Time", + "handlerKey": "__ignore" + }, + { + "fieldName": "__name__", + "handlerKey": "__ignore" + }, + { + "fieldName": "action", + "handlerKey": "__ignore" + }, + { + "fieldName": "anndist", + "handlerKey": "__ignore" + }, + { + "fieldName": "dataset", + "handlerKey": "__ignore" + }, + { + "fieldName": "dims", + "handlerKey": "__ignore" + }, + { + "fieldName": "hnswparams", + "handlerKey": "__ignore" + }, + { + "fieldName": "idx", + "handlerKey": "__ignore" + }, + { + "fieldName": "idxbin", + "handlerKey": "__ignore" + }, + { + "fieldName": "idxdist", + "handlerKey": "__ignore" + }, + { + "fieldName": "idxns", + "handlerKey": "__ignore" + }, + { + "fieldName": "idxstate", + "handlerKey": "__ignore" + }, + { + "fieldName": "instance", + "handlerKey": "__ignore" + }, + { + "fieldName": "job", + "handlerKey": "__ignore" + }, + { + "fieldName": "ns", + "handlerKey": "__ignore" + }, + { + "fieldName": "paused", + "handlerKey": "__ignore" + }, + { + "fieldName": "popconcurrent", + "handlerKey": "__ignore" + }, + { + "fieldName": "popresrcevt", + "handlerKey": "__ignore" + }, + { + "fieldName": "popwait", + "handlerKey": "__ignore" + }, + { + "fieldName": "queries", + "handlerKey": "__ignore" + }, + { + "fieldName": "querydistance", + "handlerKey": "__ignore" + }, + { + "fieldName": "queryef", + "handlerKey": "__ignore" + }, + { + "fieldName": "querymetricaerospikevalue", + "handlerKey": "__ignore" + }, + { + "fieldName": "querymetricbigvalue", + "handlerKey": "__ignore" + }, + { + "fieldName": "querymetricvalue", + "handlerKey": "__ignore" + }, + { + "fieldName": "querynbrlmt", + "handlerKey": "__ignore" + }, + { + "fieldName": "queryruns", + "handlerKey": "__ignore" + }, + { + "fieldName": "remainingRecs", + "handlerKey": "__ignore" + }, + { + "fieldName": "remainingquerynbrs", + "handlerKey": "__ignore" + }, + { + "fieldName": "set", + "handlerKey": "__ignore" + }, + { + "fieldName": "Value", + "handlerKey": "__ignore" } ] } - }, - { - "id": "renameByRegex", - "options": { - "regex": "^sum\\(.+", - "renamePattern": "totcommits" - } } ], "type": "gauge" @@ -1176,7 +1281,7 @@ "type": "prometheus", "uid": "${DS_PROMETHEUS}" }, - "description": "Number on the left are the uncommitted vectors and the number on the right are the committed vectors to the DB", + "description": "Number on the left are the committed vectors and the number on the right are the uncommitted vectors to the DB.", "fieldConfig": { "defaults": { "color": { @@ -1190,8 +1295,24 @@ "mode": "absolute", "steps": [ { - "color": "blue", + "color": "red", "value": null + }, + { + "color": "semi-dark-green", + "value": 0 + }, + { + "color": "green", + "value": 1000 + }, + { + "color": "light-green", + "value": 50000.0001 + }, + { + "color": "yellow", + "value": 100000 } ] }, @@ -1200,7 +1321,7 @@ "overrides": [] }, "gridPos": { - "h": 5, + "h": 6, "w": 3, "x": 9, "y": 11 @@ -1232,13 +1353,14 @@ "disableTextWrap": false, "editorMode": "builder", "exemplar": false, - "expr": "aerospike_hdf_vectorqueuedepth{instance=~\"$client\", idxns=~\"$idxns\", idx=~\"$idxname\"}", + "expr": "aerospike_hdf_heartbeat{instance=~\"$client\", idxns=~\"$idxns\", idx=~\"$idxname\"}", "format": "table", "fullMetaSearch": false, + "hide": false, "includeNullMetadata": true, - "instant": true, + "instant": false, "legendFormat": "__auto", - "range": false, + "range": true, "refId": "A", "useBackend": false }, @@ -1259,39 +1381,84 @@ "range": true, "refId": "B", "useBackend": false - }, - { - "datasource": { - "type": "__expr__", - "uid": "${DS_EXPRESSION}" - }, - "expression": "$B - $A", - "hide": false, - "refId": "C", - "type": "math" } ], - "title": "Uncommitted vs Committed ", + "title": "Records Committed to DB", "transformations": [ { - "id": "configFromData", + "id": "calculateField", "options": { - "configRefId": "B", - "mappings": [] + "alias": "Committed", + "mode": "reduceRow", + "reduce": { + "include": [ + "popcommitted" + ], + "reducer": "max" + }, + "replaceFields": false } }, { - "id": "renameByRegex", + "id": "calculateField", "options": { - "regex": "C \\{.*", - "renamePattern": "Committed " + "alias": "UnCommitted", + "binary": { + "left": "sum(aerospike_hdf_populate_total{instance=~\"172\\\\.28\\\\.86\\\\.158:9464\", ns=~\"test\", set=~\"glove-100-angular\"})", + "operator": "-", + "right": "Committed" + }, + "mode": "binary", + "reduce": { + "include": [ + "sum(aerospike_hdf_populate_total{instance=~\"172\\\\.28\\\\.86\\\\.158:9464\", ns=~\"test\", set=~\"glove-100-angular\"})" + ], + "reducer": "sum" + }, + "replaceFields": false } }, { - "id": "renameByRegex", + "id": "organize", "options": { - "regex": "aerospike_hdf_.*", - "renamePattern": "Uncommitted " + "excludeByName": { + "Time": false, + "Value 2": true, + "__name__": true, + "action": true, + "anndist": true, + "dataset": true, + "dims": true, + "hnswparams": true, + "idx": false, + "idxbin": true, + "idxdist": true, + "idxns": false, + "idxstate": true, + "instance": true, + "job": true, + "ns": false, + "paused": true, + "popcommitted": true, + "popconcurrent": true, + "poprecs": false, + "popresrcevt": true, + "popwait": true, + "queries": true, + "querydistance": true, + "queryef": true, + "querymetricaerospikevalue": true, + "querymetricbigvalue": true, + "querymetricvalue": true, + "querynbrlmt": true, + "queryruns": true, + "remainingquerynbrs": true, + "set": false, + "sum(aerospike_hdf_populate_total{instance=~\"172\\\\.28\\\\.86\\\\.158:9464\", ns=~\"test\", set=~\"glove-100-angular\"})": true + }, + "includeByName": {}, + "indexByName": {}, + "renameByName": {} } } ], @@ -1306,64 +1473,169 @@ "fieldConfig": { "defaults": { "color": { - "mode": "thresholds" - }, - "fieldMinMax": false, - "mappings": [ - { - "options": { - "Done": { - "color": "purple", - "index": 0, - "text": "Done" - }, - "Paused": { - "color": "red", - "index": 1, - "text": "Paused" - }, - "Running": { - "color": "green", - "index": 3, - "text": "Running" - }, - "Waiting": { - "color": "yellow", - "index": 2, - "text": "Waiting" - } - }, - "type": "value" - } - ], - "thresholds": { - "mode": "absolute", - "steps": [ - { - "color": "purple", - "value": null - } - ] + "mode": "palette-classic" }, - "unit": "string" - }, - "overrides": [] - }, - "gridPos": { - "h": 5, - "w": 3, - "x": 12, - "y": 11 - }, - "id": 666, - "options": { - "colorMode": "value", - "graphMode": "area", - "justifyMode": "auto", - "orientation": "auto", - "reduceOptions": { + "custom": { + "axisBorderShow": false, + "axisCenteredZero": false, + "axisColorMode": "text", + "axisLabel": "", + "axisPlacement": "auto", + "barAlignment": 0, + "drawStyle": "line", + "fillOpacity": 0, + "gradientMode": "none", + "hideFrom": { + "legend": false, + "tooltip": false, + "viz": false + }, + "insertNulls": false, + "lineInterpolation": "smooth", + "lineWidth": 1, + "pointSize": 5, + "scaleDistribution": { + "type": "linear" + }, + "showPoints": "auto", + "spanNulls": false, + "stacking": { + "group": "A", + "mode": "none" + }, + "thresholdsStyle": { + "mode": "off" + } + }, + "decimals": 0, + "fieldMinMax": true, + "mappings": [], + "thresholds": { + "mode": "absolute", + "steps": [ + { + "color": "blue", + "value": null + } + ] + }, + "unit": "locale" + }, + "overrides": [] + }, + "gridPos": { + "h": 6, + "w": 6, + "x": 12, + "y": 11 + }, + "id": 672, + "options": { + "legend": { + "calcs": [ + "last" + ], + "displayMode": "list", + "placement": "bottom", + "showLegend": true + }, + "tooltip": { + "mode": "single", + "sort": "none" + } + }, + "pluginVersion": "10.4.2", + "targets": [ + { + "datasource": { + "type": "prometheus", + "uid": "${DS_PROMETHEUS}" + }, + "disableTextWrap": false, + "editorMode": "builder", + "exemplar": false, + "expr": "aerospike_hdf_vectorqueuedepth{instance=~\"$client\", idxns=~\"$idxns\", idx=~\"$idxname\"}", + "format": "time_series", + "fullMetaSearch": false, + "hide": false, + "includeNullMetadata": true, + "instant": false, + "legendFormat": "{{instance}} {{idxns}}.{{idx}}", + "range": true, + "refId": "A", + "useBackend": false + } + ], + "title": "Records Queued to be Merged into DB", + "type": "timeseries" + }, + { + "datasource": { + "type": "prometheus", + "uid": "${DS_PROMETHEUS}" + }, + "description": "If a resource exhausted error occurs, what action should be performed. ", + "fieldConfig": { + "defaults": { + "color": { + "mode": "thresholds" + }, + "fieldMinMax": false, + "mappings": [ + { + "options": { + "Done": { + "color": "purple", + "index": 0, + "text": "Done" + }, + "Paused": { + "color": "red", + "index": 1, + "text": "Paused" + }, + "Running": { + "color": "green", + "index": 3, + "text": "Running" + }, + "Waiting": { + "color": "yellow", + "index": 2, + "text": "Waiting" + } + }, + "type": "value" + } + ], + "thresholds": { + "mode": "absolute", + "steps": [ + { + "color": "purple", + "value": null + } + ] + }, + "unit": "string" + }, + "overrides": [] + }, + "gridPos": { + "h": 3, + "w": 3, + "x": 18, + "y": 11 + }, + "id": 668, + "options": { + "colorMode": "value", + "graphMode": "area", + "justifyMode": "auto", + "orientation": "auto", + "reduceOptions": { "calcs": [], - "fields": "/^idxstate$/", + "fields": "/^popresrcevt$/", "values": false }, "showPercentChange": false, @@ -1392,7 +1664,7 @@ "useBackend": false } ], - "title": "Index Status", + "title": "Exhausted Resource Handling", "type": "stat" }, { @@ -1449,8 +1721,8 @@ }, "gridPos": { "h": 3, - "w": 6, - "x": 15, + "w": 3, + "x": 21, "y": 11 }, "id": 665, @@ -1498,7 +1770,7 @@ "type": "prometheus", "uid": "${DS_PROMETHEUS}" }, - "description": "If a resource exhausted error occurs, what action should be performed. ", + "description": "After the records are populated, what index action is performed...", "fieldConfig": { "defaults": { "color": { @@ -1546,12 +1818,12 @@ "overrides": [] }, "gridPos": { - "h": 2, + "h": 3, "w": 3, - "x": 15, + "x": 18, "y": 14 }, - "id": 668, + "id": 667, "options": { "colorMode": "value", "graphMode": "area", @@ -1559,7 +1831,7 @@ "orientation": "auto", "reduceOptions": { "calcs": [], - "fields": "/^popresrcevt$/", + "fields": "/^popwait$/", "values": false }, "showPercentChange": false, @@ -1588,7 +1860,7 @@ "useBackend": false } ], - "title": "Exhausted Resource Handling", + "title": "After Population Index Action", "type": "stat" }, { @@ -1596,7 +1868,7 @@ "type": "prometheus", "uid": "${DS_PROMETHEUS}" }, - "description": "After the records are populated, what index action is performed...", + "description": "", "fieldConfig": { "defaults": { "color": { @@ -1644,12 +1916,12 @@ "overrides": [] }, "gridPos": { - "h": 2, + "h": 3, "w": 3, - "x": 18, + "x": 21, "y": 14 }, - "id": 667, + "id": 666, "options": { "colorMode": "value", "graphMode": "area", @@ -1657,7 +1929,7 @@ "orientation": "auto", "reduceOptions": { "calcs": [], - "fields": "/^popwait$/", + "fields": "/^idxstate$/", "values": false }, "showPercentChange": false, @@ -1686,7 +1958,7 @@ "useBackend": false } ], - "title": "After Population Index Action", + "title": "Index Status", "type": "stat" }, { @@ -1791,7 +2063,7 @@ "h": 9, "w": 24, "x": 0, - "y": 16 + "y": 17 }, "id": 638, "options": { @@ -1835,7 +2107,7 @@ }, "disableTextWrap": false, "editorMode": "builder", - "expr": "aerospike_hdf_waitidxcompletion{ns=~\"$idxns\", idx=~\"$idxname\", instance=~\"$client\"}", + "expr": "aerospike_hdf_waitidxcompletion_total{ns=\"$idxns\", idx=\"$idxname\", instance=~\"$client\"}", "fullMetaSearch": false, "hide": false, "includeNullMetadata": true, @@ -1849,141 +2121,67 @@ "title": "Populateion (rate)", "type": "timeseries" }, + { + "collapsed": false, + "gridPos": { + "h": 1, + "w": 24, + "x": 0, + "y": 26 + }, + "id": 652, + "panels": [], + "title": "Vector Search/Query", + "type": "row" + }, { "datasource": { "type": "prometheus", "uid": "${DS_PROMETHEUS}" }, - "description": "When the Upserted and Committed are the same graph (line) all vectors have been saved to the DB", + "description": "", "fieldConfig": { "defaults": { "color": { - "mode": "palette-classic" - }, - "custom": { - "axisBorderShow": false, - "axisCenteredZero": false, - "axisColorMode": "text", - "axisLabel": "", - "axisPlacement": "auto", - "barAlignment": 0, - "drawStyle": "line", - "fillOpacity": 0, - "gradientMode": "none", - "hideFrom": { - "legend": false, - "tooltip": false, - "viz": false - }, - "insertNulls": false, - "lineInterpolation": "linear", - "lineStyle": { - "fill": "solid" - }, - "lineWidth": 1, - "pointSize": 5, - "scaleDistribution": { - "type": "linear" - }, - "showPoints": "auto", - "spanNulls": false, - "stacking": { - "group": "A", - "mode": "none" - }, - "thresholdsStyle": { - "mode": "off" - } + "fixedColor": "semi-dark-purple", + "mode": "fixed" }, "decimals": 0, "fieldMinMax": false, "mappings": [], - "noValue": "0", "thresholds": { "mode": "absolute", "steps": [ { - "color": "blue", + "color": "green", "value": null } ] }, "unit": "locale" }, - "overrides": [ - { - "matcher": { - "id": "byName", - "options": "Uncommitted " - }, - "properties": [ - { - "id": "custom.axisPlacement", - "value": "right" - }, - { - "id": "custom.axisColorMode", - "value": "series" - }, - { - "id": "color", - "value": { - "fixedColor": "yellow", - "mode": "fixed" - } - } - ] - }, - { - "matcher": { - "id": "byName", - "options": "Committed " - }, - "properties": [ - { - "id": "color", - "value": { - "fixedColor": "green", - "mode": "fixed" - } - } - ] - }, - { - "matcher": { - "id": "byName", - "options": "Upserted" - }, - "properties": [ - { - "id": "color", - "value": { - "fixedColor": "purple", - "mode": "fixed" - } - } - ] - } - ] + "overrides": [] }, "gridPos": { - "h": 8, - "w": 24, + "h": 5, + "w": 3, "x": 0, - "y": 25 + "y": 27 }, - "id": 672, + "id": 646, "options": { - "legend": { + "colorMode": "background", + "graphMode": "none", + "justifyMode": "auto", + "orientation": "auto", + "reduceOptions": { "calcs": [], - "displayMode": "list", - "placement": "bottom", - "showLegend": true + "fields": "queryruns", + "values": false }, - "tooltip": { - "mode": "single", - "sort": "none" - } + "showPercentChange": false, + "textMode": "value", + "wideLayout": true }, "pluginVersion": "10.4.2", "targets": [ @@ -1995,26 +2193,71 @@ "disableTextWrap": false, "editorMode": "builder", "exemplar": false, - "expr": "sum(aerospike_hdf_vectorqueuedepth{instance=~\"$client\", idxns=~\"$idxns\", idx=~\"$idxname\"})", - "format": "time_series", + "expr": "aerospike_hdf_heartbeat{instance=~\"$client\", idxns=~\"$idxns\", idx=~\"$idxname\"}", + "format": "table", "fullMetaSearch": false, "includeNullMetadata": true, - "instant": false, - "legendFormat": "Uncommitted ", - "range": true, + "instant": true, + "legendFormat": "__auto", + "range": false, "refId": "A", "useBackend": false - }, - { - "datasource": { - "type": "__expr__", - "uid": "${DS_EXPRESSION}" + } + ], + "title": "Number of Runs", + "type": "stat" + }, + { + "datasource": { + "type": "prometheus", + "uid": "${DS_PROMETHEUS}" + }, + "description": "", + "fieldConfig": { + "defaults": { + "color": { + "fixedColor": "semi-dark-purple", + "mode": "fixed" }, - "expression": "$B - $A", - "hide": false, - "refId": "C", - "type": "math" + "decimals": 0, + "fieldMinMax": false, + "mappings": [], + "thresholds": { + "mode": "absolute", + "steps": [ + { + "color": "green", + "value": null + } + ] + }, + "unit": "locale" + }, + "overrides": [] + }, + "gridPos": { + "h": 5, + "w": 3, + "x": 3, + "y": 27 + }, + "id": 650, + "options": { + "colorMode": "background", + "graphMode": "none", + "justifyMode": "auto", + "orientation": "auto", + "reduceOptions": { + "calcs": [], + "fields": "queries", + "values": false }, + "showPercentChange": false, + "textMode": "value", + "wideLayout": true + }, + "pluginVersion": "10.4.2", + "targets": [ { "datasource": { "type": "prometheus", @@ -2023,1005 +2266,829 @@ "disableTextWrap": false, "editorMode": "builder", "exemplar": false, - "expr": "sum(aerospike_hdf_populate_total{instance=~\"$client\", ns=~\"$namespace\", set=~\"$set\"})", + "expr": "aerospike_hdf_heartbeat{instance=~\"$client\", idxns=~\"$idxns\", idx=~\"$idxname\"}", + "format": "table", "fullMetaSearch": false, - "hide": false, "includeNullMetadata": true, - "instant": false, - "interval": "", - "legendFormat": "Upserted", - "range": true, - "refId": "B", + "instant": true, + "legendFormat": "__auto", + "range": false, + "refId": "A", "useBackend": false } ], - "title": "Upserted vs Committed vs Uncommitted to DB (Vectors)", - "transformations": [ - { - "id": "renameByRegex", - "options": { - "regex": "C", - "renamePattern": "Committed " - } - } - ], - "type": "timeseries" + "title": "Number of Queries each Run", + "type": "stat" }, { - "collapsed": true, - "gridPos": { - "h": 1, - "w": 24, - "x": 0, - "y": 33 + "datasource": { + "type": "prometheus", + "uid": "${DS_PROMETHEUS}" }, - "id": 652, - "panels": [ - { - "datasource": { - "type": "prometheus", - "uid": "${DS_PROMETHEUS}" - }, - "description": "", - "fieldConfig": { - "defaults": { - "color": { - "fixedColor": "semi-dark-purple", - "mode": "fixed" - }, - "decimals": 0, - "fieldMinMax": false, - "mappings": [], - "thresholds": { - "mode": "absolute", - "steps": [ - { - "color": "green", - "value": null - } - ] - }, - "unit": "locale" - }, - "overrides": [] - }, - "gridPos": { - "h": 5, - "w": 3, - "x": 0, - "y": 34 + "description": "", + "fieldConfig": { + "defaults": { + "color": { + "fixedColor": "semi-dark-purple", + "mode": "fixed" }, - "id": 646, - "options": { - "colorMode": "background", - "graphMode": "none", - "justifyMode": "auto", - "orientation": "auto", - "reduceOptions": { - "calcs": [], - "fields": "queryruns", - "values": false - }, - "showPercentChange": false, - "textMode": "value", - "wideLayout": true + "decimals": 0, + "fieldMinMax": false, + "mappings": [], + "thresholds": { + "mode": "absolute", + "steps": [ + { + "color": "green", + "value": null + } + ] }, - "pluginVersion": "10.4.2", - "targets": [ - { - "datasource": { - "type": "prometheus", - "uid": "${DS_PROMETHEUS}" - }, - "disableTextWrap": false, - "editorMode": "builder", - "exemplar": false, - "expr": "aerospike_hdf_heartbeat{instance=~\"$client\", idxns=~\"$idxns\", idx=~\"$idxname\"}", - "format": "table", - "fullMetaSearch": false, - "includeNullMetadata": true, - "instant": true, - "legendFormat": "__auto", - "range": false, - "refId": "A", - "useBackend": false - } - ], - "title": "Number of Runs", - "type": "stat" + "unit": "locale" }, - { - "datasource": { - "type": "prometheus", - "uid": "${DS_PROMETHEUS}" - }, - "description": "", - "fieldConfig": { - "defaults": { - "color": { - "fixedColor": "semi-dark-purple", - "mode": "fixed" - }, - "decimals": 0, - "fieldMinMax": false, - "mappings": [], - "thresholds": { - "mode": "absolute", - "steps": [ - { - "color": "green", - "value": null - } - ] - }, - "unit": "locale" - }, - "overrides": [] - }, - "gridPos": { - "h": 5, - "w": 3, - "x": 3, - "y": 34 - }, - "id": 650, - "options": { - "colorMode": "background", - "graphMode": "none", - "justifyMode": "auto", - "orientation": "auto", - "reduceOptions": { - "calcs": [], - "fields": "queries", - "values": false - }, - "showPercentChange": false, - "textMode": "value", - 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"title": "Vector Search/Query", - "type": "row" + "title": "Vector Search Latency Buckets (ms)", + "type": "heatmap" } ], - "refresh": "10s", + "refresh": "5s", "schemaVersion": 39, "tags": [ "Monitoring", @@ -3228,6 +3295,6 @@ "timezone": "", "title": "Aerospike HDF", "uid": "fzUPYeJIkhdf", - "version": 11, + "version": 13, "weekStart": "" } \ No newline at end of file From 1f411b4905e009c1aded39a51bd082e4eb8f2034 Mon Sep 17 00:00:00 2001 From: randersenyb Date: Wed, 11 Sep 2024 10:43:21 -0700 Subject: [PATCH 15/17] Fixed dashboard rescoure dispaly bug --- aerospike/baseaerospike.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/aerospike/baseaerospike.py b/aerospike/baseaerospike.py index 8414f8370..d5389163d 100644 --- a/aerospike/baseaerospike.py +++ b/aerospike/baseaerospike.py @@ -351,7 +351,7 @@ def prometheus_status(self, done:bool = False, force : bool = False) -> None: if self._idx_resource_event is not None: if self._idx_resource_event == -1 or self._idx_resource_event < -2: resourceevt = 'Wait Idx' - if self._idx_resource_event == -2: + elif self._idx_resource_event == -2: resourceevt = 'Healer' elif self._idx_resource_event > 0: resourceevt = f"Sleep {self._idx_resource_event} secs" From 4ef2f5f2aabab3beb42cbe814e29b7156a5087f7 Mon Sep 17 00:00:00 2001 From: randersenyb Date: Wed, 11 Sep 2024 10:55:02 -0700 Subject: [PATCH 16/17] Updated requirments --- aerospike/requirements.txt | 2 +- ann_benchmarks/algorithms/aerospike/Dockerfile | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/aerospike/requirements.txt b/aerospike/requirements.txt index ed9a98fab..cb67da094 100644 --- a/aerospike/requirements.txt +++ b/aerospike/requirements.txt @@ -3,7 +3,7 @@ numpy psutil scipy aerospike -aerospike-vector-search==1.1.0.dev3 +aerospike-vector-search==2.0.0 opentelemetry-api opentelemetry-sdk opentelemetry-exporter-prometheus diff --git a/ann_benchmarks/algorithms/aerospike/Dockerfile b/ann_benchmarks/algorithms/aerospike/Dockerfile index 396206b6b..be78bd409 100644 --- a/ann_benchmarks/algorithms/aerospike/Dockerfile +++ b/ann_benchmarks/algorithms/aerospike/Dockerfile @@ -9,7 +9,7 @@ ENV APP_LOGFILE= ENV API_ASLOGLEVEL= ENV APP_LOGLEVEL=INFO -ARG AEROSPIKE_CLIENT_VERSION===1.1.0.dev3 +ARG AEROSPIKE_CLIENT_VERSION===2.0.0 RUN pip install pythonping RUN pip install aerospike-vector-search==${AEROSPIKE_CLIENT_VERSION} From 9fe7ed352a6dd545d88151c299b22ac4d6dca6f7 Mon Sep 17 00:00:00 2001 From: Richard Andersen Date: Wed, 11 Sep 2024 11:08:42 -0700 Subject: [PATCH 17/17] No need for version should now be latest --- aerospike/requirements.txt | 4 +--- 1 file changed, 1 insertion(+), 3 deletions(-) diff --git a/aerospike/requirements.txt b/aerospike/requirements.txt index 36cd9e66d..c9e2046a6 100644 --- a/aerospike/requirements.txt +++ b/aerospike/requirements.txt @@ -3,9 +3,7 @@ numpy psutil scipy aerospike -aerospike-vector-search==2.0.0 +aerospike-vector-search opentelemetry-api opentelemetry-sdk opentelemetry-exporter-prometheus - -https://test-files.pythonhosted.org/packages/1f/4d/82cce72007c4567e5d9a75c862fc894fc18d708e8cd09385598750e8d1b6/aerospike_vector_search-1.1.0.dev3.tar.gz#sha256=027b614a822fe774508f03f2ef08f2f42dfe9d6d66ecdb4caf5207c6937e5c47

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