diff --git a/.gitignore b/.gitignore index 5cd8d218856..b285234c731 100644 --- a/.gitignore +++ b/.gitignore @@ -105,6 +105,7 @@ coverage.xml .hypothesis/ .pytest_cache/ infra/scripts/*.conf +go/internal/test/feature_repo # Translations *.mo @@ -204,7 +205,7 @@ ui/.pnp ui/.pnp.js ui/coverage ui/build -ui/feature_repo/data/online.db +ui/feature_repo/data/online.db ui/feature_repo/registry.db ui/.vercel diff --git a/Makefile b/Makefile index 18d6c9a0fd4..9358001f3ca 100644 --- a/Makefile +++ b/Makefile @@ -141,7 +141,9 @@ compile-go-lib: install-go-proto-dependencies install-go-ci-dependencies python -m pip install pybindgen==0.22.0 cd sdk/python && python setup.py build_go_lib +# Needs feast package to setup the feature store test-go: compile-protos-go + pip install -e "sdk/python[ci]" go test ./... format-go: diff --git a/go.mod b/go.mod index 0cb92efeaec..7b74ac264ce 100644 --- a/go.mod +++ b/go.mod @@ -8,21 +8,25 @@ require ( github.com/go-python/gopy v0.4.0 github.com/go-redis/redis/v8 v8.11.4 github.com/golang/protobuf v1.5.2 - github.com/google/uuid v1.1.2 + github.com/google/uuid v1.2.0 + github.com/mattn/go-sqlite3 v1.14.12 github.com/spaolacci/murmur3 v1.1.0 github.com/stretchr/testify v1.7.0 + github.com/xitongsys/parquet-go v1.6.2 + github.com/xitongsys/parquet-go-source v0.0.0-20220315005136-aec0fe3e777c google.golang.org/grpc v1.44.0 google.golang.org/protobuf v1.27.1 ) require ( + github.com/apache/thrift v0.16.0 // indirect github.com/cespare/xxhash/v2 v2.1.2 // indirect github.com/davecgh/go-spew v1.1.1 // indirect github.com/dgryski/go-rendezvous v0.0.0-20200823014737-9f7001d12a5f // indirect + github.com/golang/snappy v0.0.4 // indirect github.com/google/flatbuffers v2.0.0+incompatible // indirect github.com/google/go-cmp v0.5.7 // indirect - github.com/klauspost/compress v1.13.6 // indirect - github.com/kr/pretty v0.1.0 // indirect + github.com/klauspost/compress v1.15.1 // indirect github.com/pierrec/lz4/v4 v4.1.9 // indirect github.com/pmezard/go-difflib v1.0.0 // indirect golang.org/x/exp v0.0.0-20211028214138-64b4c8e87d1a // indirect @@ -31,7 +35,6 @@ require ( golang.org/x/text v0.3.7 // indirect golang.org/x/xerrors v0.0.0-20200804184101-5ec99f83aff1 // indirect google.golang.org/genproto v0.0.0-20220118154757-00ab72f36ad5 // indirect - gopkg.in/check.v1 v1.0.0-20180628173108-788fd7840127 // indirect gopkg.in/yaml.v2 v2.4.0 // indirect gopkg.in/yaml.v3 v3.0.0-20200313102051-9f266ea9e77c // indirect ) diff --git a/go.sum b/go.sum index 4a428ee19e7..bccf79b3823 100644 --- a/go.sum +++ b/go.sum @@ -1,8 +1,35 @@ cloud.google.com/go v0.26.0/go.mod h1:aQUYkXzVsufM+DwF1aE+0xfcU+56JwCaLick0ClmMTw= cloud.google.com/go v0.34.0/go.mod h1:aQUYkXzVsufM+DwF1aE+0xfcU+56JwCaLick0ClmMTw= +cloud.google.com/go v0.38.0/go.mod h1:990N+gfupTy94rShfmMCWGDn0LpTmnzTp2qbd1dvSRU= +cloud.google.com/go v0.44.1/go.mod h1:iSa0KzasP4Uvy3f1mN/7PiObzGgflwredwwASm/v6AU= +cloud.google.com/go v0.44.2/go.mod h1:60680Gw3Yr4ikxnPRS/oxxkBccT6SA1yMk63TGekxKY= +cloud.google.com/go v0.45.1/go.mod h1:RpBamKRgapWJb87xiFSdk4g1CME7QZg3uwTez+TSTjc= +cloud.google.com/go v0.46.3/go.mod h1:a6bKKbmY7er1mI7TEI4lsAkts/mkhTSZK8w33B4RAg0= +cloud.google.com/go v0.50.0/go.mod h1:r9sluTvynVuxRIOHXQEHMFffphuXHOMZMycpNR5e6To= +cloud.google.com/go v0.52.0/go.mod h1:pXajvRH/6o3+F9jDHZWQ5PbGhn+o8w9qiu/CffaVdO4= +cloud.google.com/go v0.53.0/go.mod h1:fp/UouUEsRkN6ryDKNW/Upv/JBKnv6WDthjR6+vze6M= +cloud.google.com/go/bigquery v1.0.1/go.mod h1:i/xbL2UlR5RvWAURpBYZTtm/cXjCha9lbfbpx4poX+o= +cloud.google.com/go/bigquery v1.3.0/go.mod h1:PjpwJnslEMmckchkHFfq+HTD2DmtT67aNFKH1/VBDHE= +cloud.google.com/go/bigquery v1.4.0/go.mod h1:S8dzgnTigyfTmLBfrtrhyYhwRxG72rYxvftPBK2Dvzc= +cloud.google.com/go/datastore v1.0.0/go.mod h1:LXYbyblFSglQ5pkeyhO+Qmw7ukd3C+pD7TKLgZqpHYE= +cloud.google.com/go/datastore v1.1.0/go.mod h1:umbIZjpQpHh4hmRpGhH4tLFup+FVzqBi1b3c64qFpCk= +cloud.google.com/go/pubsub v1.0.1/go.mod h1:R0Gpsv3s54REJCy4fxDixWD93lHJMoZTyQ2kNxGRt3I= +cloud.google.com/go/pubsub v1.1.0/go.mod h1:EwwdRX2sKPjnvnqCa270oGRyludottCI76h+R3AArQw= +cloud.google.com/go/pubsub v1.2.0/go.mod h1:jhfEVHT8odbXTkndysNHCcx0awwzvfOlguIAii9o8iA= +cloud.google.com/go/storage v1.0.0/go.mod h1:IhtSnM/ZTZV8YYJWCY8RULGVqBDmpoyjwiyrjsg+URw= +cloud.google.com/go/storage v1.5.0/go.mod h1:tpKbwo567HUNpVclU5sGELwQWBDZ8gh0ZeosJ0Rtdos= +cloud.google.com/go/storage v1.6.0/go.mod h1:N7U0C8pVQ/+NIKOBQyamJIeKQKkZ+mxpohlUTyfDhBk= dmitri.shuralyov.com/gpu/mtl v0.0.0-20190408044501-666a987793e9/go.mod h1:H6x//7gZCb22OMCxBHrMx7a5I7Hp++hsVxbQ4BYO7hU= dmitri.shuralyov.com/gpu/mtl v0.0.0-20201218220906-28db891af037/go.mod h1:H6x//7gZCb22OMCxBHrMx7a5I7Hp++hsVxbQ4BYO7hU= gioui.org v0.0.0-20210308172011-57750fc8a0a6/go.mod h1:RSH6KIUZ0p2xy5zHDxgAM4zumjgTw83q2ge/PI+yyw8= +github.com/Azure/azure-pipeline-go v0.2.3/go.mod h1:x841ezTBIMG6O3lAcl8ATHnsOPVl2bqk7S3ta6S6u4k= +github.com/Azure/azure-storage-blob-go v0.14.0/go.mod h1:SMqIBi+SuiQH32bvyjngEewEeXoPfKMgWlBDaYf6fck= +github.com/Azure/go-autorest v14.2.0+incompatible/go.mod h1:r+4oMnoxhatjLLJ6zxSWATqVooLgysK6ZNox3g/xq24= +github.com/Azure/go-autorest/autorest/adal v0.9.13/go.mod h1:W/MM4U6nLxnIskrw4UwWzlHfGjwUS50aOsc/I3yuU8M= +github.com/Azure/go-autorest/autorest/date v0.3.0/go.mod h1:BI0uouVdmngYNUzGWeSYnokU+TrmwEsOqdt8Y6sso74= +github.com/Azure/go-autorest/autorest/mocks v0.4.1/go.mod h1:LTp+uSrOhSkaKrUy935gNZuuIPPVsHlr9DSOxSayd+k= +github.com/Azure/go-autorest/logger v0.2.1/go.mod h1:T9E3cAhj2VqvPOtCYAvby9aBXkZmbF5NWuPV8+WeEW8= +github.com/Azure/go-autorest/tracing v0.6.0/go.mod h1:+vhtPC754Xsa23ID7GlGsrdKBpUA79WCAKPPZVC2DeU= github.com/BurntSushi/toml v0.3.1/go.mod h1:xHWCNGjB5oqiDr8zfno3MHue2Ht5sIBksp03qcyfWMU= github.com/BurntSushi/xgb v0.0.0-20160522181843-27f122750802/go.mod h1:IVnqGOEym/WlBOVXweHU+Q+/VP0lqqI8lqeDx9IjBqo= github.com/Knetic/govaluate v3.0.1-0.20171022003610-9aa49832a739+incompatible/go.mod h1:r7JcOSlj0wfOMncg0iLm8Leh48TZaKVeNIfJntJ2wa0= @@ -17,17 +44,36 @@ github.com/alecthomas/template v0.0.0-20190718012654-fb15b899a751/go.mod h1:LOuy github.com/alecthomas/units v0.0.0-20151022065526-2efee857e7cf/go.mod h1:ybxpYRFXyAe+OPACYpWeL0wqObRcbAqCMya13uyzqw0= github.com/alecthomas/units v0.0.0-20190717042225-c3de453c63f4/go.mod h1:ybxpYRFXyAe+OPACYpWeL0wqObRcbAqCMya13uyzqw0= github.com/antihax/optional v1.0.0/go.mod h1:uupD/76wgC+ih3iEmQUL+0Ugr19nfwCT1kdvxnR2qWY= +github.com/apache/arrow/go/arrow v0.0.0-20200730104253-651201b0f516/go.mod h1:QNYViu/X0HXDHw7m3KXzWSVXIbfUvJqBFe6Gj8/pYA0= github.com/apache/arrow/go/arrow v0.0.0-20211112161151-bc219186db40 h1:q4dksr6ICHXqG5hm0ZW5IHyeEJXoIJSOZeBLmWPNeIQ= github.com/apache/arrow/go/arrow v0.0.0-20211112161151-bc219186db40/go.mod h1:Q7yQnSMnLvcXlZ8RV+jwz/6y1rQTqbX6C82SndT52Zs= +github.com/apache/thrift v0.0.0-20181112125854-24918abba929/go.mod h1:cp2SuWMxlEZw2r+iP2GNCdIi4C1qmUzdZFSVb+bacwQ= github.com/apache/thrift v0.12.0/go.mod h1:cp2SuWMxlEZw2r+iP2GNCdIi4C1qmUzdZFSVb+bacwQ= github.com/apache/thrift v0.13.0/go.mod h1:cp2SuWMxlEZw2r+iP2GNCdIi4C1qmUzdZFSVb+bacwQ= +github.com/apache/thrift v0.14.2/go.mod h1:cp2SuWMxlEZw2r+iP2GNCdIi4C1qmUzdZFSVb+bacwQ= +github.com/apache/thrift v0.16.0 h1:qEy6UW60iVOlUy+b9ZR0d5WzUWYGOo4HfopoyBaNmoY= +github.com/apache/thrift v0.16.0/go.mod h1:PHK3hniurgQaNMZYaCLEqXKsYK8upmhPbmdP2FXSqgU= github.com/armon/circbuf v0.0.0-20150827004946-bbbad097214e/go.mod h1:3U/XgcO3hCbHZ8TKRvWD2dDTCfh9M9ya+I9JpbB7O8o= github.com/armon/go-metrics v0.0.0-20180917152333-f0300d1749da/go.mod h1:Q73ZrmVTwzkszR9V5SSuryQ31EELlFMUz1kKyl939pY= github.com/armon/go-radix v0.0.0-20180808171621-7fddfc383310/go.mod h1:ufUuZ+zHj4x4TnLV4JWEpy2hxWSpsRywHrMgIH9cCH8= github.com/aryann/difflib v0.0.0-20170710044230-e206f873d14a/go.mod h1:DAHtR1m6lCRdSC2Tm3DSWRPvIPr6xNKyeHdqDQSQT+A= github.com/aws/aws-lambda-go v1.13.3/go.mod h1:4UKl9IzQMoD+QF79YdCuzCwp8VbmG4VAQwij/eHl5CU= github.com/aws/aws-sdk-go v1.27.0/go.mod h1:KmX6BPdI08NWTb3/sm4ZGu5ShLoqVDhKgpiN924inxo= +github.com/aws/aws-sdk-go v1.30.19/go.mod h1:5zCpMtNQVjRREroY7sYe8lOMRSxkhG6MZveU8YkpAk0= github.com/aws/aws-sdk-go-v2 v0.18.0/go.mod h1:JWVYvqSMppoMJC0x5wdwiImzgXTI9FuZwxzkQq9wy+g= +github.com/aws/aws-sdk-go-v2 v1.7.1/go.mod h1:L5LuPC1ZgDr2xQS7AmIec/Jlc7O/Y1u2KxJyNVab250= +github.com/aws/aws-sdk-go-v2/config v1.5.0/go.mod h1:RWlPOAW3E3tbtNAqTwvSW54Of/yP3oiZXMI0xfUdjyA= +github.com/aws/aws-sdk-go-v2/credentials v1.3.1/go.mod h1:r0n73xwsIVagq8RsxmZbGSRQFj9As3je72C2WzUIToc= +github.com/aws/aws-sdk-go-v2/feature/ec2/imds v1.3.0/go.mod h1:2LAuqPx1I6jNfaGDucWfA2zqQCYCOMCDHiCOciALyNw= +github.com/aws/aws-sdk-go-v2/feature/s3/manager v1.3.2/go.mod h1:qaqQiHSrOUVOfKe6fhgQ6UzhxjwqVW8aHNegd6Ws4w4= +github.com/aws/aws-sdk-go-v2/internal/ini v1.1.1/go.mod h1:Zy8smImhTdOETZqfyn01iNOe0CNggVbPjCajyaz6Gvg= +github.com/aws/aws-sdk-go-v2/service/internal/accept-encoding v1.2.1/go.mod h1:v33JQ57i2nekYTA70Mb+O18KeH4KqhdqxTJZNK1zdRE= +github.com/aws/aws-sdk-go-v2/service/internal/presigned-url v1.2.1/go.mod h1:zceowr5Z1Nh2WVP8bf/3ikB41IZW59E4yIYbg+pC6mw= +github.com/aws/aws-sdk-go-v2/service/internal/s3shared v1.5.1/go.mod h1:6EQZIwNNvHpq/2/QSJnp4+ECvqIy55w95Ofs0ze+nGQ= +github.com/aws/aws-sdk-go-v2/service/s3 v1.11.1/go.mod h1:XLAGFrEjbvMCLvAtWLLP32yTv8GpBquCApZEycDLunI= +github.com/aws/aws-sdk-go-v2/service/sso v1.3.1/go.mod h1:J3A3RGUvuCZjvSuZEcOpHDnzZP/sKbhDWV2T1EOzFIM= +github.com/aws/aws-sdk-go-v2/service/sts v1.6.0/go.mod h1:q7o0j7d7HrJk/vr9uUt3BVRASvcU7gYZB9PUgPiByXg= +github.com/aws/smithy-go v1.6.0/go.mod h1:SObp3lf9smib00L/v3U2eAKG8FyQ7iLrJnQiAmR5n+E= github.com/beorn7/perks v0.0.0-20180321164747-3a771d992973/go.mod h1:Dwedo/Wpr24TaqPxmxbtue+5NUziq4I4S80YR8gNf3Q= github.com/beorn7/perks v1.0.0/go.mod h1:KWe93zE9D1o94FZ5RNwFwVgaQK1VOXiVxmqh+CedLV8= github.com/beorn7/perks v1.0.1/go.mod h1:G2ZrVWU2WbWT9wwq4/hrbKbnv/1ERSJQ0ibhJ6rlkpw= @@ -41,6 +87,9 @@ github.com/cespare/xxhash v1.1.0/go.mod h1:XrSqR1VqqWfGrhpAt58auRo0WTKS1nRRg3ghf github.com/cespare/xxhash/v2 v2.1.1/go.mod h1:VGX0DQ3Q6kWi7AoAeZDth3/j3BFtOZR5XLFGgcrjCOs= github.com/cespare/xxhash/v2 v2.1.2 h1:YRXhKfTDauu4ajMg1TPgFO5jnlC2HCbmLXMcTG5cbYE= github.com/cespare/xxhash/v2 v2.1.2/go.mod h1:VGX0DQ3Q6kWi7AoAeZDth3/j3BFtOZR5XLFGgcrjCOs= +github.com/chzyer/logex v1.1.10/go.mod h1:+Ywpsq7O8HXn0nuIou7OrIPyXbp3wmkHB+jjWRnGsAI= +github.com/chzyer/readline v0.0.0-20180603132655-2972be24d48e/go.mod h1:nSuG5e5PlCu98SY8svDHJxuZscDgtXS6KTTbou5AhLI= +github.com/chzyer/test v0.0.0-20180213035817-a1ea475d72b1/go.mod h1:Q3SI9o4m/ZMnBNeIyt5eFwwo7qiLfzFZmjNmxjkiQlU= github.com/clbanning/x2j v0.0.0-20191024224557-825249438eec/go.mod h1:jMjuTZXRI4dUb/I5gc9Hdhagfvm9+RyrPryS/auMzxE= github.com/client9/misspell v0.3.4/go.mod h1:qj6jICC3Q7zFZvVWo7KLAzC3yx5G7kyvSDkc90ppPyw= github.com/cncf/udpa/go v0.0.0-20191209042840-269d4d468f6f/go.mod h1:M8M6+tZqaGXZJjfX53e64911xZQV5JYwmTeXPW+k8Sc= @@ -52,6 +101,7 @@ github.com/cncf/xds/go v0.0.0-20210922020428-25de7278fc84/go.mod h1:eXthEFrGJvWH github.com/cncf/xds/go v0.0.0-20211011173535-cb28da3451f1/go.mod h1:eXthEFrGJvWHgFFCl3hGmgk+/aYT6PnTQLykKQRLhEs= github.com/cockroachdb/datadriven v0.0.0-20190809214429-80d97fb3cbaa/go.mod h1:zn76sxSg3SzpJ0PPJaLDCu+Bu0Lg3sKTORVIj19EIF8= github.com/codahale/hdrhistogram v0.0.0-20161010025455-3a0bb77429bd/go.mod h1:sE/e/2PUdi/liOCUjSTXgM1o87ZssimdTWN964YiIeI= +github.com/colinmarc/hdfs/v2 v2.1.1/go.mod h1:M3x+k8UKKmxtFu++uAZ0OtDU8jR3jnaZIAc6yK4Ue0c= github.com/coreos/go-semver v0.2.0/go.mod h1:nnelYz7RCh+5ahJtPPxZlU+153eP4D4r3EedlOD2RNk= github.com/coreos/go-systemd v0.0.0-20180511133405-39ca1b05acc7/go.mod h1:F5haX7vjVVG0kc13fIWeqUViNPyEJxv/OmvnBo0Yme4= github.com/coreos/go-systemd v0.0.0-20190321100706-95778dfbb74e/go.mod h1:F5haX7vjVVG0kc13fIWeqUViNPyEJxv/OmvnBo0Yme4= @@ -81,6 +131,7 @@ github.com/envoyproxy/protoc-gen-validate v0.1.0/go.mod h1:iSmxcyjqTsJpI2R4NaDN7 github.com/fatih/color v1.7.0/go.mod h1:Zm6kSWBoL9eyXnKyktHP6abPY2pDugNf5KwzbycvMj4= github.com/fogleman/gg v1.2.1-0.20190220221249-0403632d5b90/go.mod h1:R/bRT+9gY/C5z7JzPU0zXsXHKM4/ayA+zqcVNZzPa1k= github.com/fogleman/gg v1.3.0/go.mod h1:R/bRT+9gY/C5z7JzPU0zXsXHKM4/ayA+zqcVNZzPa1k= +github.com/form3tech-oss/jwt-go v3.2.2+incompatible/go.mod h1:pbq4aXjuKjdthFRnoDwaVPLA+WlJuPGy+QneDUgJi2k= github.com/franela/goblin v0.0.0-20200105215937-c9ffbefa60db/go.mod h1:7dvUGVsVBjqR7JHJk0brhHOZYGmfBYOrK0ZhYMEtBr4= github.com/franela/goreq v0.0.0-20171204163338-bcd34c9993f8/go.mod h1:ZhphrRTfi2rbfLwlschooIH4+wKKDR4Pdxhh+TRoA20= github.com/fsnotify/fsnotify v1.4.7/go.mod h1:jwhsz4b93w/PPRr/qN1Yymfu8t87LnFCMoQvtojpjFo= @@ -93,6 +144,7 @@ github.com/go-fonts/latin-modern v0.2.0/go.mod h1:rQVLdDMK+mK1xscDwsqM5J8U2jrRa3 github.com/go-fonts/liberation v0.1.1/go.mod h1:K6qoJYypsmfVjWg8KOVDQhLc8UDgIK2HYqyqAO9z7GY= github.com/go-fonts/stix v0.1.0/go.mod h1:w/c1f0ldAUlJmLBvlbkvVXLAD+tAMqobIIQpmnUIzUY= github.com/go-gl/glfw v0.0.0-20190409004039-e6da0acd62b1/go.mod h1:vR7hzQXu2zJy9AVAgeJqvqgH9Q5CA+iKCZ2gyEVpxRU= +github.com/go-gl/glfw/v3.3/glfw v0.0.0-20191125211704-12ad95a8df72/go.mod h1:tQ2UAYgL5IevRw8kRxooKSPJfGvJ9fJQFa0TUsXzTg8= github.com/go-gl/glfw/v3.3/glfw v0.0.0-20200222043503-6f7a984d4dc4/go.mod h1:tQ2UAYgL5IevRw8kRxooKSPJfGvJ9fJQFa0TUsXzTg8= github.com/go-kit/kit v0.8.0/go.mod h1:xBxKIO96dXMWWy0MnWVtmwkA9/13aqxPnvrjFYMA2as= github.com/go-kit/kit v0.9.0/go.mod h1:xBxKIO96dXMWWy0MnWVtmwkA9/13aqxPnvrjFYMA2as= @@ -105,6 +157,7 @@ github.com/go-logr/logr v0.4.0/go.mod h1:z6/tIYblkpsD+a4lm/fGIIU9mZ+XfAiaFtq7xTg github.com/go-redis/redis/v8 v8.11.4 h1:kHoYkfZP6+pe04aFTnhDH6GDROa5yJdHJVNxV3F46Tg= github.com/go-redis/redis/v8 v8.11.4/go.mod h1:2Z2wHZXdQpCDXEGzqMockDpNyYvi2l4Pxt6RJr792+w= github.com/go-sql-driver/mysql v1.4.0/go.mod h1:zAC/RDZ24gD3HViQzih4MyKcchzm+sOG5ZlKdlhCg5w= +github.com/go-sql-driver/mysql v1.5.0/go.mod h1:DCzpHaOWr8IXmIStZouvnhqoel9Qv2LBy8hT2VhHyBg= github.com/go-stack/stack v1.8.0/go.mod h1:v0f6uXyyMGvRgIKkXu+yp6POWl0qKG85gN/melR3HDY= github.com/go-task/slim-sprig v0.0.0-20210107165309-348f09dbbbc0/go.mod h1:fyg7847qk6SyHyPtNmDHnmrv/HOrqktSC+C9fM+CJOE= github.com/gogo/googleapis v1.1.0/go.mod h1:gf4bu3Q80BeJ6H1S1vYPm8/ELATdvryBaNFGgqEef3s= @@ -115,7 +168,15 @@ github.com/golang/freetype v0.0.0-20170609003504-e2365dfdc4a0/go.mod h1:E/TSTwGw github.com/golang/glog v0.0.0-20160126235308-23def4e6c14b/go.mod h1:SBH7ygxi8pfUlaOkMMuAQtPIUF8ecWP5IEl/CR7VP2Q= github.com/golang/groupcache v0.0.0-20160516000752-02826c3e7903/go.mod h1:cIg4eruTrX1D+g88fzRXU5OdNfaM+9IcxsU14FzY7Hc= github.com/golang/groupcache v0.0.0-20190702054246-869f871628b6/go.mod h1:cIg4eruTrX1D+g88fzRXU5OdNfaM+9IcxsU14FzY7Hc= +github.com/golang/groupcache v0.0.0-20191227052852-215e87163ea7/go.mod h1:cIg4eruTrX1D+g88fzRXU5OdNfaM+9IcxsU14FzY7Hc= +github.com/golang/groupcache v0.0.0-20200121045136-8c9f03a8e57e/go.mod h1:cIg4eruTrX1D+g88fzRXU5OdNfaM+9IcxsU14FzY7Hc= github.com/golang/mock v1.1.1/go.mod 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h1:XVQd3VNwM+JqD3oG2Ue2ip4fOMUkwXdXDdiuN0vRsmY= github.com/golang/snappy v0.0.0-20180518054509-2e65f85255db/go.mod h1:/XxbfmMg8lxefKM7IXC3fBNl/7bRcc72aCRzEWrmP2Q= github.com/golang/snappy v0.0.3/go.mod h1:/XxbfmMg8lxefKM7IXC3fBNl/7bRcc72aCRzEWrmP2Q= +github.com/golang/snappy v0.0.4 h1:yAGX7huGHXlcLOEtBnF4w7FQwA26wojNCwOYAEhLjQM= +github.com/golang/snappy v0.0.4/go.mod h1:/XxbfmMg8lxefKM7IXC3fBNl/7bRcc72aCRzEWrmP2Q= github.com/gonuts/commander v0.1.0/go.mod h1:qkb5mSlcWodYgo7vs8ulLnXhfinhZsZcm6+H/z1JjgY= github.com/gonuts/flag v0.1.0/go.mod h1:ZTmTGtrSPejTo/SRNhCqwLTmiAgyBdCkLYhHrAoBdz4= github.com/google/btree v0.0.0-20180813153112-4030bb1f1f0c/go.mod h1:lNA+9X1NB3Zf8V7Ke586lFgjr2dZNuvo3lPJSGZ5JPQ= github.com/google/btree v1.0.0/go.mod h1:lNA+9X1NB3Zf8V7Ke586lFgjr2dZNuvo3lPJSGZ5JPQ= +github.com/google/flatbuffers v1.11.0/go.mod h1:1AeVuKshWv4vARoZatz6mlQ0JxURH0Kv5+zNeJKJCa8= github.com/google/flatbuffers v2.0.0+incompatible h1:dicJ2oXwypfwUGnB2/TYWYEKiuk9eYQlQO/AnOHl5mI= 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github.com/google/gofuzz v1.0.0/go.mod h1:dBl0BpW6vV/+mYPU4Po3pmUjxk6FQPldtuIdl/M65Eg= +github.com/google/martian v2.1.0+incompatible/go.mod h1:9I4somxYTbIHy5NJKHRl3wXiIaQGbYVAs8BPL6v8lEs= +github.com/google/pprof v0.0.0-20181206194817-3ea8567a2e57/go.mod h1:zfwlbNMJ+OItoe0UupaVj+oy1omPYYDuagoSzA8v9mc= +github.com/google/pprof v0.0.0-20190515194954-54271f7e092f/go.mod h1:zfwlbNMJ+OItoe0UupaVj+oy1omPYYDuagoSzA8v9mc= +github.com/google/pprof v0.0.0-20191218002539-d4f498aebedc/go.mod h1:ZgVRPoUq/hfqzAqh7sHMqb3I9Rq5C59dIz2SbBwJ4eM= +github.com/google/pprof v0.0.0-20200212024743-f11f1df84d12/go.mod h1:ZgVRPoUq/hfqzAqh7sHMqb3I9Rq5C59dIz2SbBwJ4eM= github.com/google/renameio v0.1.0/go.mod h1:KWCgfxg9yswjAJkECMjeO8J8rahYeXnNhOm40UhjYkI= github.com/google/uuid v1.0.0/go.mod h1:TIyPZe4MgqvfeYDBFedMoGGpEw/LqOeaOT+nhxU+yHo= -github.com/google/uuid v1.1.2 h1:EVhdT+1Kseyi1/pUmXKaFxYsDNy9RQYkMWRH68J/W7Y= github.com/google/uuid v1.1.2/go.mod h1:TIyPZe4MgqvfeYDBFedMoGGpEw/LqOeaOT+nhxU+yHo= 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github.com/kr/pty v1.1.1/go.mod h1:pFQYn66WHrOpPYNljwOMqo10TkYh1fy3cYio2l3bCsQ= github.com/kr/text v0.1.0 h1:45sCR5RtlFHMR4UwH9sdQ5TC8v0qDQCHnXt+kaKSTVE= github.com/kr/text v0.1.0/go.mod h1:4Jbv+DJW3UT/LiOwJeYQe1efqtUx/iVham/4vfdArNI= @@ -211,9 +294,12 @@ github.com/lightstep/lightstep-tracer-common/golang/gogo v0.0.0-20190605223551-b github.com/lightstep/lightstep-tracer-go v0.18.1/go.mod h1:jlF1pusYV4pidLvZ+XD0UBX0ZE6WURAspgAczcDHrL4= github.com/lyft/protoc-gen-validate v0.0.13/go.mod h1:XbGvPuh87YZc5TdIa2/I4pLk0QoUACkjt2znoq26NVQ= github.com/mattn/go-colorable v0.0.9/go.mod h1:9vuHe8Xs5qXnSaW/c/ABM9alt+Vo+STaOChaDxuIBZU= +github.com/mattn/go-ieproxy v0.0.1/go.mod h1:pYabZ6IHcRpFh7vIaLfK7rdcWgFEb3SFJ6/gNWuh88E= github.com/mattn/go-isatty v0.0.3/go.mod h1:M+lRXTBqGeGNdLjl/ufCoiOlB5xdOkqRJdNxMWT7Zi4= github.com/mattn/go-isatty v0.0.4/go.mod h1:M+lRXTBqGeGNdLjl/ufCoiOlB5xdOkqRJdNxMWT7Zi4= github.com/mattn/go-runewidth v0.0.2/go.mod h1:LwmH8dsx7+W8Uxz3IHJYH5QSwggIsqBzpuz5H//U1FU= 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github.com/nxadm/tail v1.4.8 h1:nPr65rt6Y5JFSKQO7qToXr7pePgD6Gwiw05lkbyAQTE= github.com/nxadm/tail v1.4.8/go.mod h1:+ncqLTQzXmGhMZNUePPaPqPvBxHAIsmXswZKocGu+AU= @@ -262,6 +349,7 @@ github.com/openzipkin/zipkin-go v0.2.1/go.mod h1:NaW6tEwdmWMaCDZzg8sh+IBNOxHMPnh github.com/openzipkin/zipkin-go v0.2.2/go.mod h1:NaW6tEwdmWMaCDZzg8sh+IBNOxHMPnhQw8ySjnjRyN4= github.com/pact-foundation/pact-go v1.0.4/go.mod h1:uExwJY4kCzNPcHRj+hCR/HBbOOIwwtUjcrb0b5/5kLM= github.com/pascaldekloe/goe v0.0.0-20180627143212-57f6aae5913c/go.mod h1:lzWF7FIEvWOWxwDKqyGYQf6ZUaNfKdP144TG7ZOy1lc= +github.com/pborman/getopt v0.0.0-20180729010549-6fdd0a2c7117/go.mod h1:85jBQOZwpVEaDAr341tbn15RS4fCAsIst0qp7i8ex1o= github.com/pborman/uuid v1.2.0/go.mod h1:X/NO0urCmaxf9VXbdlT7C2Yzkj2IKimNn4k+gtPdI/k= github.com/performancecopilot/speed v3.0.0+incompatible/go.mod h1:/CLtqpZ5gBg1M9iaPbIdPPGyKcA8hKdoy6hAWba7Yac= github.com/phpdave11/gofpdf v1.4.2/go.mod h1:zpO6xFn9yxo3YLyMvW8HcKWVdbNqgIfOOp2dXMnm1mY= @@ -319,6 +407,7 @@ github.com/sony/gobreaker v0.4.1/go.mod h1:ZKptC7FHNvhBz7dN2LGjPVBz2sZJmc0/PkyDJ github.com/spaolacci/murmur3 v0.0.0-20180118202830-f09979ecbc72/go.mod h1:JwIasOWyU6f++ZhiEuf87xNszmSA2myDM2Kzu9HwQUA= github.com/spaolacci/murmur3 v1.1.0 h1:7c1g84S4BPRrfL5Xrdp6fOJ206sU9y293DDHaoy0bLI= github.com/spaolacci/murmur3 v1.1.0/go.mod h1:JwIasOWyU6f++ZhiEuf87xNszmSA2myDM2Kzu9HwQUA= +github.com/spf13/afero v1.2.2/go.mod h1:9ZxEEn6pIJ8Rxe320qSDBk6AsU0r9pR7Q4OcevTdifk= github.com/spf13/cobra v0.0.3/go.mod h1:1l0Ry5zgKvJasoi3XT1TypsSe7PqH0Sj9dhYf7v3XqQ= github.com/spf13/pflag v1.0.1/go.mod h1:DYY7MBk1bdzusC3SYhjObp+wFpr4gzcvqqNjLnInEg4= github.com/streadway/amqp v0.0.0-20190404075320-75d898a42a94/go.mod h1:AZpEONHx3DKn8O/DFsRAY58/XVQiIPMTMB1SddzLXVw= @@ -326,6 +415,7 @@ github.com/streadway/amqp v0.0.0-20190827072141-edfb9018d271/go.mod h1:AZpEONHx3 github.com/streadway/handy v0.0.0-20190108123426-d5acb3125c2a/go.mod h1:qNTQ5P5JnDBl6z3cMAg/SywNDC5ABu5ApDIw6lUbRmI= github.com/stretchr/objx 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v0.0.0-20191023171146-3cf2f69b5738/go.mod h1:dnLIgRNXwCJa5e+c6mIZCrds/GIG4ncV9HhK5PX7jPg= go.opencensus.io v0.20.1/go.mod h1:6WKK9ahsWS3RSO+PY9ZHZUfv2irvY6gN279GOPZjmmk= go.opencensus.io v0.20.2/go.mod h1:6WKK9ahsWS3RSO+PY9ZHZUfv2irvY6gN279GOPZjmmk= +go.opencensus.io v0.21.0/go.mod h1:mSImk1erAIZhrmZN+AvHh14ztQfjbGwt4TtuofqLduU= +go.opencensus.io v0.22.0/go.mod h1:+kGneAE2xo2IficOXnaByMWTGM9T73dGwxeWcUqIpI8= go.opencensus.io v0.22.2/go.mod h1:yxeiOL68Rb0Xd1ddK5vPZ/oVn4vY4Ynel7k9FzqtOIw= +go.opencensus.io v0.22.3/go.mod h1:yxeiOL68Rb0Xd1ddK5vPZ/oVn4vY4Ynel7k9FzqtOIw= go.opentelemetry.io/otel v0.20.0/go.mod h1:Y3ugLH2oa81t5QO+Lty+zXf8zC9L26ax4Nzoxm/dooo= go.opentelemetry.io/otel/metric v0.20.0/go.mod h1:598I5tYlH1vzBjn+BTuhzTCSb/9debfNp6R3s7Pr1eU= go.opentelemetry.io/otel/oteltest v0.20.0/go.mod h1:L7bgKf9ZB7qCwT9Up7i9/pn0PWIa9FqQ2IQ8LoxiGnw= @@ -361,20 +461,32 @@ go.uber.org/tools v0.0.0-20190618225709-2cfd321de3ee/go.mod h1:vJERXedbb3MVM5f9E go.uber.org/zap v1.10.0/go.mod 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v0.0.0-20200224162631-6cc2880d07d6/go.mod h1:3jZMyOhIsHpP37uCMkUooju7aAi5cS1Q23tOzKc+0MU= golang.org/x/exp v0.0.0-20211028214138-64b4c8e87d1a h1:9kUIHyUjWEuW2MdtaYvvEXTDs2eNylNVAt/ui66QGOg= golang.org/x/exp v0.0.0-20211028214138-64b4c8e87d1a/go.mod h1:a3o/VtDNHN+dCVLEpzjjUHOzR+Ln3DHX056ZPzoZGGA= golang.org/x/image v0.0.0-20180708004352-c73c2afc3b81/go.mod h1:ux5Hcp/YLpHSI86hEcLt0YII63i6oz57MZXIpbrjZUs= @@ -390,7 +502,11 @@ golang.org/x/lint v0.0.0-20181026193005-c67002cb31c3/go.mod h1:UVdnD1Gm6xHRNCYTk golang.org/x/lint v0.0.0-20190227174305-5b3e6a55c961/go.mod h1:wehouNa3lNwaWXcvxsM5YxQ5yQlVC4a0KAMCusXpPoU= golang.org/x/lint v0.0.0-20190301231843-5614ed5bae6f/go.mod h1:UVdnD1Gm6xHRNCYTkRU2/jEulfH38KcIWyp/GAMgvoE= golang.org/x/lint v0.0.0-20190313153728-d0100b6bd8b3/go.mod h1:6SW0HCj/g11FgYtHlgUYUwCkIfeOF89ocIRzGO/8vkc= +golang.org/x/lint v0.0.0-20190409202823-959b441ac422/go.mod h1:6SW0HCj/g11FgYtHlgUYUwCkIfeOF89ocIRzGO/8vkc= +golang.org/x/lint v0.0.0-20190909230951-414d861bb4ac/go.mod h1:6SW0HCj/g11FgYtHlgUYUwCkIfeOF89ocIRzGO/8vkc= golang.org/x/lint v0.0.0-20190930215403-16217165b5de/go.mod h1:6SW0HCj/g11FgYtHlgUYUwCkIfeOF89ocIRzGO/8vkc= +golang.org/x/lint v0.0.0-20191125180803-fdd1cda4f05f/go.mod h1:5qLYkcX4OjUUV8bRuDixDT3tpyyb+LUpUlRWLxfhWrs= +golang.org/x/lint v0.0.0-20200130185559-910be7a94367/go.mod h1:3xt1FjdF8hUf6vQPIChWIBhFzV8gjjsPE/fR3IyQdNY= golang.org/x/lint v0.0.0-20210508222113-6edffad5e616/go.mod h1:3xt1FjdF8hUf6vQPIChWIBhFzV8gjjsPE/fR3IyQdNY= golang.org/x/mobile v0.0.0-20190312151609-d3739f865fa6/go.mod h1:z+o9i4GpDbdi3rU15maQ/Ox0txvL9dWGYEHz965HBQE= golang.org/x/mobile v0.0.0-20190719004257-d2bd2a29d028/go.mod h1:E/iHnbuqvinMTCcRqshq8CkpyQDoeVncDDYHnLhea+o= @@ -398,7 +514,9 @@ golang.org/x/mobile v0.0.0-20201217150744-e6ae53a27f4f/go.mod h1:skQtrUTUwhdJvXM golang.org/x/mod v0.0.0-20190513183733-4bf6d317e70e/go.mod h1:mXi4GBBbnImb6dmsKGUJ2LatrhH/nqhxcFungHvyanc= golang.org/x/mod v0.1.0/go.mod h1:0QHyrYULN0/3qlju5TqG8bIK38QM8yzMo5ekMj3DlcY= golang.org/x/mod v0.1.1-0.20191105210325-c90efee705ee/go.mod h1:QqPTAvyqsEbceGzBzNggFXnrqF1CaUcvgkdR5Ot7KZg= +golang.org/x/mod v0.1.1-0.20191107180719-034126e5016b/go.mod h1:QqPTAvyqsEbceGzBzNggFXnrqF1CaUcvgkdR5Ot7KZg= golang.org/x/mod v0.1.1-0.20191209134235-331c550502dd/go.mod h1:s0Qsj1ACt9ePp/hMypM3fl4fZqREWJwdYDEqhRiZZUA= +golang.org/x/mod v0.2.0/go.mod h1:s0Qsj1ACt9ePp/hMypM3fl4fZqREWJwdYDEqhRiZZUA= golang.org/x/mod v0.3.0/go.mod h1:s0Qsj1ACt9ePp/hMypM3fl4fZqREWJwdYDEqhRiZZUA= golang.org/x/mod v0.4.2/go.mod h1:s0Qsj1ACt9ePp/hMypM3fl4fZqREWJwdYDEqhRiZZUA= golang.org/x/mod v0.5.1-0.20210830214625-1b1db11ec8f4/go.mod h1:5OXOZSfqPIIbmVBIIKWRFfZjPR0E5r58TLhUjH0a2Ro= @@ -414,13 +532,22 @@ golang.org/x/net v0.0.0-20190125091013-d26f9f9a57f3/go.mod h1:mL1N/T3taQHkDXs73r golang.org/x/net v0.0.0-20190213061140-3a22650c66bd/go.mod h1:mL1N/T3taQHkDXs73rZJwtUhF3w3ftmwwsq0BUmARs4= golang.org/x/net v0.0.0-20190311183353-d8887717615a/go.mod h1:t9HGtf8HONx5eT2rtn7q6eTqICYqUVnKs3thJo3Qplg= golang.org/x/net v0.0.0-20190404232315-eb5bcb51f2a3/go.mod h1:t9HGtf8HONx5eT2rtn7q6eTqICYqUVnKs3thJo3Qplg= +golang.org/x/net v0.0.0-20190501004415-9ce7a6920f09/go.mod h1:t9HGtf8HONx5eT2rtn7q6eTqICYqUVnKs3thJo3Qplg= +golang.org/x/net v0.0.0-20190503192946-f4e77d36d62c/go.mod h1:t9HGtf8HONx5eT2rtn7q6eTqICYqUVnKs3thJo3Qplg= golang.org/x/net v0.0.0-20190603091049-60506f45cf65/go.mod h1:HSz+uSET+XFnRR8LxR5pz3Of3rY3CfYBVs4xY44aLks= golang.org/x/net v0.0.0-20190613194153-d28f0bde5980/go.mod h1:z5CRVTTTmAJ677TzLLGU+0bjPO0LkuOLi4/5GtJWs/s= golang.org/x/net v0.0.0-20190620200207-3b0461eec859/go.mod h1:z5CRVTTTmAJ677TzLLGU+0bjPO0LkuOLi4/5GtJWs/s= +golang.org/x/net v0.0.0-20190724013045-ca1201d0de80/go.mod h1:z5CRVTTTmAJ677TzLLGU+0bjPO0LkuOLi4/5GtJWs/s= golang.org/x/net v0.0.0-20190813141303-74dc4d7220e7/go.mod h1:z5CRVTTTmAJ677TzLLGU+0bjPO0LkuOLi4/5GtJWs/s= +golang.org/x/net v0.0.0-20191112182307-2180aed22343/go.mod h1:z5CRVTTTmAJ677TzLLGU+0bjPO0LkuOLi4/5GtJWs/s= +golang.org/x/net v0.0.0-20191209160850-c0dbc17a3553/go.mod h1:z5CRVTTTmAJ677TzLLGU+0bjPO0LkuOLi4/5GtJWs/s= +golang.org/x/net v0.0.0-20200114155413-6afb5195e5aa/go.mod h1:z5CRVTTTmAJ677TzLLGU+0bjPO0LkuOLi4/5GtJWs/s= +golang.org/x/net v0.0.0-20200202094626-16171245cfb2/go.mod h1:z5CRVTTTmAJ677TzLLGU+0bjPO0LkuOLi4/5GtJWs/s= +golang.org/x/net v0.0.0-20200222125558-5a598a2470a0/go.mod h1:z5CRVTTTmAJ677TzLLGU+0bjPO0LkuOLi4/5GtJWs/s= golang.org/x/net v0.0.0-20200520004742-59133d7f0dd7/go.mod h1:qpuaurCH72eLCgpAm/N6yyVIVM9cpaDIP3A8BGJEC5A= golang.org/x/net v0.0.0-20200822124328-c89045814202/go.mod h1:/O7V0waA8r7cgGh81Ro3o1hOxt32SMVPicZroKQ2sZA= golang.org/x/net v0.0.0-20201021035429-f5854403a974/go.mod h1:sp8m0HH+o8qH0wwXwYZr8TS3Oi6o0r6Gce1SSxlDquU= +golang.org/x/net v0.0.0-20210226172049-e18ecbb05110/go.mod h1:m0MpNAwzfU5UDzcl9v0D8zg8gWTRqZa9RBIspLL5mdg= golang.org/x/net v0.0.0-20210405180319-a5a99cb37ef4/go.mod h1:p54w0d4576C0XHj96bSt6lcn1PtDYWL6XObtHCRCNQM= golang.org/x/net v0.0.0-20210428140749-89ef3d95e781/go.mod h1:OJAsFXCWl8Ukc7SiCT/9KSuxbyM7479/AVlXFRxuMCk= golang.org/x/net v0.0.0-20210614182718-04defd469f4e/go.mod h1:9nx3DQGgdP8bBQD5qxJ1jj9UTztislL4KSBs9R2vV5Y= @@ -428,6 +555,8 @@ golang.org/x/net v0.0.0-20211015210444-4f30a5c0130f h1:OfiFi4JbukWwe3lzw+xunroH1 golang.org/x/net v0.0.0-20211015210444-4f30a5c0130f/go.mod h1:9nx3DQGgdP8bBQD5qxJ1jj9UTztislL4KSBs9R2vV5Y= golang.org/x/oauth2 v0.0.0-20180821212333-d2e6202438be/go.mod h1:N/0e6XlmueqKjAGxoOufVs8QHGRruUQn6yWY3a++T0U= golang.org/x/oauth2 v0.0.0-20190226205417-e64efc72b421/go.mod h1:gOpvHmFTYa4IltrdGE7lF6nIHvwfUNPOp7c8zoXwtLw= +golang.org/x/oauth2 v0.0.0-20190604053449-0f29369cfe45/go.mod h1:gOpvHmFTYa4IltrdGE7lF6nIHvwfUNPOp7c8zoXwtLw= +golang.org/x/oauth2 v0.0.0-20191202225959-858c2ad4c8b6/go.mod h1:gOpvHmFTYa4IltrdGE7lF6nIHvwfUNPOp7c8zoXwtLw= golang.org/x/oauth2 v0.0.0-20200107190931-bf48bf16ab8d/go.mod h1:gOpvHmFTYa4IltrdGE7lF6nIHvwfUNPOp7c8zoXwtLw= golang.org/x/sync v0.0.0-20180314180146-1d60e4601c6f/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM= golang.org/x/sync v0.0.0-20181108010431-42b317875d0f/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM= @@ -450,14 +579,27 @@ golang.org/x/sys v0.0.0-20190312061237-fead79001313/go.mod h1:h1NjWce9XRLGQEsW7w golang.org/x/sys v0.0.0-20190412213103-97732733099d/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= golang.org/x/sys v0.0.0-20190422165155-953cdadca894/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= golang.org/x/sys v0.0.0-20190502145724-3ef323f4f1fd/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= +golang.org/x/sys v0.0.0-20190507160741-ecd444e8653b/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= +golang.org/x/sys v0.0.0-20190606165138-5da285871e9c/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= +golang.org/x/sys v0.0.0-20190624142023-c5567b49c5d0/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= golang.org/x/sys v0.0.0-20190726091711-fc99dfbffb4e/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= golang.org/x/sys v0.0.0-20190826190057-c7b8b68b1456/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= golang.org/x/sys v0.0.0-20190904154756-749cb33beabd/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= +golang.org/x/sys v0.0.0-20191001151750-bb3f8db39f24/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= golang.org/x/sys v0.0.0-20191005200804-aed5e4c7ecf9/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= golang.org/x/sys v0.0.0-20191026070338-33540a1f6037/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= +golang.org/x/sys v0.0.0-20191112214154-59a1497f0cea/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= golang.org/x/sys v0.0.0-20191120155948-bd437916bb0e/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= +golang.org/x/sys v0.0.0-20191204072324-ce4227a45e2e/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= golang.org/x/sys v0.0.0-20191220142924-d4481acd189f/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= +golang.org/x/sys v0.0.0-20191228213918-04cbcbbfeed8/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= +golang.org/x/sys v0.0.0-20200113162924-86b910548bc1/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= +golang.org/x/sys v0.0.0-20200122134326-e047566fdf82/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= +golang.org/x/sys v0.0.0-20200202164722-d101bd2416d5/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= +golang.org/x/sys v0.0.0-20200212091648-12a6c2dcc1e4/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= +golang.org/x/sys v0.0.0-20200223170610-d5e6a3e2c0ae/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= golang.org/x/sys v0.0.0-20200323222414-85ca7c5b95cd/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= +golang.org/x/sys v0.0.0-20200828194041-157a740278f4/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= golang.org/x/sys v0.0.0-20200930185726-fdedc70b468f/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= golang.org/x/sys v0.0.0-20201119102817-f84b799fce68/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= golang.org/x/sys v0.0.0-20210112080510-489259a85091/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= @@ -470,7 +612,9 @@ golang.org/x/sys v0.0.0-20210630005230-0f9fa26af87c/go.mod h1:oPkhp1MJrh7nUepCBc golang.org/x/sys v0.0.0-20211025201205-69cdffdb9359 h1:2B5p2L5IfGiD7+b9BOoRMC6DgObAVZV+Fsp050NqXik= golang.org/x/sys v0.0.0-20211025201205-69cdffdb9359/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= golang.org/x/term v0.0.0-20201126162022-7de9c90e9dd1/go.mod h1:bj7SfCRtBDWHUb9snDiAeCFNEtKQo2Wmx5Cou7ajbmo= +golang.org/x/text v0.0.0-20170915032832-14c0d48ead0c/go.mod h1:NqM8EUOU14njkJ3fqMW+pc6Ldnwhi/IjpwHt7yyuwOQ= golang.org/x/text v0.3.0/go.mod h1:NqM8EUOU14njkJ3fqMW+pc6Ldnwhi/IjpwHt7yyuwOQ= +golang.org/x/text v0.3.1-0.20180807135948-17ff2d5776d2/go.mod h1:NqM8EUOU14njkJ3fqMW+pc6Ldnwhi/IjpwHt7yyuwOQ= golang.org/x/text v0.3.2/go.mod h1:bEr9sfX3Q8Zfm5fL9x+3itogRgK3+ptLWKqgva+5dAk= golang.org/x/text v0.3.3/go.mod h1:5Zoc/QRtKVWzQhOtBMvqHzDpF6irO9z98xDceosuGiQ= golang.org/x/text v0.3.5/go.mod h1:5Zoc/QRtKVWzQhOtBMvqHzDpF6irO9z98xDceosuGiQ= @@ -478,6 +622,8 @@ golang.org/x/text v0.3.6/go.mod h1:5Zoc/QRtKVWzQhOtBMvqHzDpF6irO9z98xDceosuGiQ= golang.org/x/text v0.3.7 h1:olpwvP2KacW1ZWvsR7uQhoyTYvKAupfQrRGBFM352Gk= golang.org/x/text v0.3.7/go.mod h1:u+2+/6zg+i71rQMx5EYifcz6MCKuco9NR6JIITiCfzQ= golang.org/x/time v0.0.0-20180412165947-fbb02b2291d2/go.mod h1:tRJNPiyCQ0inRvYxbN9jk5I+vvW/OXSQhTDSoE431IQ= +golang.org/x/time v0.0.0-20181108054448-85acf8d2951c/go.mod h1:tRJNPiyCQ0inRvYxbN9jk5I+vvW/OXSQhTDSoE431IQ= +golang.org/x/time v0.0.0-20190308202827-9d24e82272b4/go.mod h1:tRJNPiyCQ0inRvYxbN9jk5I+vvW/OXSQhTDSoE431IQ= golang.org/x/time v0.0.0-20191024005414-555d28b269f0/go.mod h1:tRJNPiyCQ0inRvYxbN9jk5I+vvW/OXSQhTDSoE431IQ= golang.org/x/tools v0.0.0-20180221164845-07fd8470d635/go.mod h1:n7NCudcB/nEzxVGmLbDWY5pfWTLqBcC2KZ6jyYvM4mQ= golang.org/x/tools v0.0.0-20180525024113-a5b4c53f6e8b/go.mod h1:n7NCudcB/nEzxVGmLbDWY5pfWTLqBcC2KZ6jyYvM4mQ= @@ -490,15 +636,34 @@ golang.org/x/tools v0.0.0-20190311212946-11955173bddd/go.mod h1:LCzVGOaR6xXOjkQ3 golang.org/x/tools v0.0.0-20190312151545-0bb0c0a6e846/go.mod h1:LCzVGOaR6xXOjkQ3onu1FJEFr0SW1gC7cKk1uF8kGRs= golang.org/x/tools v0.0.0-20190312170243-e65039ee4138/go.mod h1:LCzVGOaR6xXOjkQ3onu1FJEFr0SW1gC7cKk1uF8kGRs= golang.org/x/tools v0.0.0-20190328211700-ab21143f2384/go.mod h1:LCzVGOaR6xXOjkQ3onu1FJEFr0SW1gC7cKk1uF8kGRs= +golang.org/x/tools v0.0.0-20190425150028-36563e24a262/go.mod h1:RgjU9mgBXZiqYHBnxXauZ1Gv1EHHAz9KjViQ78xBX0Q= +golang.org/x/tools v0.0.0-20190506145303-2d16b83fe98c/go.mod h1:RgjU9mgBXZiqYHBnxXauZ1Gv1EHHAz9KjViQ78xBX0Q= golang.org/x/tools v0.0.0-20190524140312-2c0ae7006135/go.mod 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h1:xkSsbof2nBLbhDlRMhhhyNLN/zl3eTqcnHD5viDpcZ0= golang.org/x/tools v0.1.4/go.mod h1:o0xws9oXOQQZyjljx8fwUC0k7L1pTE6eaCbjGeHmOkk= @@ -515,14 +680,39 @@ gonum.org/v1/netlib v0.0.0-20190313105609-8cb42192e0e0/go.mod h1:wa6Ws7BG/ESfp6d gonum.org/v1/plot v0.0.0-20190515093506-e2840ee46a6b/go.mod h1:Wt8AAjI+ypCyYX3nZBvf6cAIx93T+c/OS2HFAYskSZc= gonum.org/v1/plot v0.9.0/go.mod h1:3Pcqqmp6RHvJI72kgb8fThyUnav364FOsdDo2aGW5lY= google.golang.org/api v0.3.1/go.mod h1:6wY9I6uQWHQ8EM57III9mq/AjF+i8G65rmVagqKMtkk= +google.golang.org/api v0.4.0/go.mod h1:8k5glujaEP+g9n7WNsDg8QP6cUVNI86fCNMcbazEtwE= +google.golang.org/api v0.7.0/go.mod h1:WtwebWUNSVBH/HAw79HIFXZNqEvBhG+Ra+ax0hx3E3M= +google.golang.org/api v0.8.0/go.mod h1:o4eAsZoiT+ibD93RtjEohWalFOjRDx6CVaqeizhEnKg= +google.golang.org/api v0.9.0/go.mod h1:o4eAsZoiT+ibD93RtjEohWalFOjRDx6CVaqeizhEnKg= +google.golang.org/api v0.13.0/go.mod h1:iLdEw5Ide6rF15KTC1Kkl0iskquN2gFfn9o9XIsbkAI= +google.golang.org/api v0.14.0/go.mod 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google.golang.org/genproto v0.0.0-20200513103714-09dca8ec2884/go.mod h1:55QSHmfGQM9UVYDPBsyGGes0y52j32PQ3BqQfXhyH3c= google.golang.org/genproto v0.0.0-20200526211855-cb27e3aa2013/go.mod h1:NbSheEEYHJ7i3ixzK3sjbqSGDJWnxyFXZblF3eUsNvo= google.golang.org/genproto v0.0.0-20210630183607-d20f26d13c79/go.mod h1:yiaVoXHpRzHGyxV3o4DktVWY4mSUErTKaeEOq6C3t3U= @@ -533,12 +723,14 @@ google.golang.org/grpc v1.19.0/go.mod h1:mqu4LbDTu4XGKhr4mRzUsmM4RtVoemTSY81AxZi google.golang.org/grpc v1.20.0/go.mod h1:chYK+tFQF0nDUGJgXMSgLCQk3phJEuONr2DCgLDdAQM= google.golang.org/grpc v1.20.1/go.mod h1:10oTOabMzJvdu6/UiuZezV6QK5dSlG84ov/aaiqXj38= google.golang.org/grpc v1.21.0/go.mod h1:oYelfM1adQP15Ek0mdvEgi9Df8B9CZIaU1084ijfRaM= +google.golang.org/grpc v1.21.1/go.mod h1:oYelfM1adQP15Ek0mdvEgi9Df8B9CZIaU1084ijfRaM= google.golang.org/grpc v1.22.1/go.mod h1:Y5yQAOtifL1yxbo5wqy6BxZv8vAUGQwXBOALyacEbxg= google.golang.org/grpc v1.23.0/go.mod h1:Y5yQAOtifL1yxbo5wqy6BxZv8vAUGQwXBOALyacEbxg= google.golang.org/grpc v1.23.1/go.mod h1:Y5yQAOtifL1yxbo5wqy6BxZv8vAUGQwXBOALyacEbxg= google.golang.org/grpc v1.25.1/go.mod h1:c3i+UQWmh7LiEpx4sFZnkU36qjEYZ0imhYfXVyQciAY= google.golang.org/grpc v1.26.0/go.mod h1:qbnxyOmOxrQa7FizSgH+ReBfzJrCY1pSN7KXBS8abTk= google.golang.org/grpc v1.27.0/go.mod h1:qbnxyOmOxrQa7FizSgH+ReBfzJrCY1pSN7KXBS8abTk= +google.golang.org/grpc v1.27.1/go.mod h1:qbnxyOmOxrQa7FizSgH+ReBfzJrCY1pSN7KXBS8abTk= google.golang.org/grpc v1.33.1/go.mod h1:fr5YgcSWrqhRRxogOsw7RzIpsmvOZ6IcH4kBYTpR3n0= google.golang.org/grpc v1.36.0/go.mod h1:qjiiYl8FncCW8feJPdyg3v6XW24KsRHe+dy9BAGRRjU= google.golang.org/grpc v1.38.0/go.mod h1:NREThFqKR1f3iQ6oBuvc5LadQuXVGo9rkm5ZGrQdJfM= @@ -561,12 +753,18 @@ google.golang.org/protobuf v1.27.1 h1:SnqbnDw1V7RiZcXPx5MEeqPv2s79L9i7BJUlG/+Rur google.golang.org/protobuf v1.27.1/go.mod h1:9q0QmTI4eRPtz6boOQmLYwt+qCgq0jsYwAQnmE0givc= gopkg.in/alecthomas/kingpin.v2 v2.2.6/go.mod h1:FMv+mEhP44yOT+4EoQTLFTRgOQ1FBLkstjWtayDeSgw= gopkg.in/check.v1 v0.0.0-20161208181325-20d25e280405/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0= -gopkg.in/check.v1 v1.0.0-20180628173108-788fd7840127 h1:qIbj1fsPNlZgppZ+VLlY7N33q108Sa+fhmuc+sWQYwY= gopkg.in/check.v1 v1.0.0-20180628173108-788fd7840127/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0= +gopkg.in/check.v1 v1.0.0-20201130134442-10cb98267c6c h1:Hei/4ADfdWqJk1ZMxUNpqntNwaWcugrBjAiHlqqRiVk= +gopkg.in/check.v1 v1.0.0-20201130134442-10cb98267c6c/go.mod h1:JHkPIbrfpd72SG/EVd6muEfDQjcINNoR0C8j2r3qZ4Q= gopkg.in/cheggaaa/pb.v1 v1.0.25/go.mod h1:V/YB90LKu/1FcN3WVnfiiE5oMCibMjukxqG/qStrOgw= gopkg.in/errgo.v2 v2.1.0/go.mod h1:hNsd1EY+bozCKY1Ytp96fpM3vjJbqLJn88ws8XvfDNI= gopkg.in/fsnotify.v1 v1.4.7/go.mod h1:Tz8NjZHkW78fSQdbUxIjBTcgA1z1m8ZHf0WmKUhAMys= gopkg.in/gcfg.v1 v1.2.3/go.mod h1:yesOnuUOFQAhST5vPY4nbZsb/huCgGGXlipJsBn0b3o= +gopkg.in/jcmturner/aescts.v1 v1.0.1/go.mod h1:nsR8qBOg+OucoIW+WMhB3GspUQXq9XorLnQb9XtvcOo= +gopkg.in/jcmturner/dnsutils.v1 v1.0.1/go.mod h1:m3v+5svpVOhtFAP/wSz+yzh4Mc0Fg7eRhxkJMWSIz9Q= +gopkg.in/jcmturner/goidentity.v3 v3.0.0/go.mod h1:oG2kH0IvSYNIu80dVAyu/yoefjq1mNfM5bm88whjWx4= +gopkg.in/jcmturner/gokrb5.v7 v7.3.0/go.mod h1:l8VISx+WGYp+Fp7KRbsiUuXTTOnxIc3Tuvyavf11/WM= +gopkg.in/jcmturner/rpc.v1 v1.1.0/go.mod h1:YIdkC4XfD6GXbzje11McwsDuOlZQSb9W4vfLvuNnlv8= gopkg.in/resty.v1 v1.12.0/go.mod h1:mDo4pnntr5jdWRML875a/NmxYqAlA73dVijT2AXvQQo= gopkg.in/tomb.v1 v1.0.0-20141024135613-dd632973f1e7 h1:uRGJdciOHaEIrze2W8Q3AKkepLTh2hOroT7a+7czfdQ= gopkg.in/tomb.v1 v1.0.0-20141024135613-dd632973f1e7/go.mod h1:dt/ZhP58zS4L8KSrWDmTeBkI65Dw0HsyUHuEVlX15mw= @@ -576,6 +774,7 @@ gopkg.in/yaml.v2 v2.2.1/go.mod h1:hI93XBmqTisBFMUTm0b8Fm+jr3Dg1NNxqwp+5A1VGuI= gopkg.in/yaml.v2 v2.2.2/go.mod h1:hI93XBmqTisBFMUTm0b8Fm+jr3Dg1NNxqwp+5A1VGuI= gopkg.in/yaml.v2 v2.2.3/go.mod h1:hI93XBmqTisBFMUTm0b8Fm+jr3Dg1NNxqwp+5A1VGuI= gopkg.in/yaml.v2 v2.2.4/go.mod h1:hI93XBmqTisBFMUTm0b8Fm+jr3Dg1NNxqwp+5A1VGuI= +gopkg.in/yaml.v2 v2.2.8/go.mod h1:hI93XBmqTisBFMUTm0b8Fm+jr3Dg1NNxqwp+5A1VGuI= gopkg.in/yaml.v2 v2.3.0/go.mod h1:hI93XBmqTisBFMUTm0b8Fm+jr3Dg1NNxqwp+5A1VGuI= gopkg.in/yaml.v2 v2.4.0 h1:D8xgwECY7CYvx+Y2n4sBz93Jn9JRvxdiyyo8CTfuKaY= gopkg.in/yaml.v2 v2.4.0/go.mod h1:RDklbk79AGWmwhnvt/jBztapEOGDOx6ZbXqjP6csGnQ= @@ -583,9 +782,15 @@ gopkg.in/yaml.v3 v3.0.0-20200313102051-9f266ea9e77c h1:dUUwHk2QECo/6vqA44rthZ8ie gopkg.in/yaml.v3 v3.0.0-20200313102051-9f266ea9e77c/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM= honnef.co/go/tools v0.0.0-20180728063816-88497007e858/go.mod h1:rf3lG4BRIbNafJWhAfAdb/ePZxsR/4RtNHQocxwk9r4= honnef.co/go/tools v0.0.0-20190102054323-c2f93a96b099/go.mod h1:rf3lG4BRIbNafJWhAfAdb/ePZxsR/4RtNHQocxwk9r4= +honnef.co/go/tools v0.0.0-20190106161140-3f1c8253044a/go.mod h1:rf3lG4BRIbNafJWhAfAdb/ePZxsR/4RtNHQocxwk9r4= +honnef.co/go/tools v0.0.0-20190418001031-e561f6794a2a/go.mod h1:rf3lG4BRIbNafJWhAfAdb/ePZxsR/4RtNHQocxwk9r4= honnef.co/go/tools v0.0.0-20190523083050-ea95bdfd59fc/go.mod h1:rf3lG4BRIbNafJWhAfAdb/ePZxsR/4RtNHQocxwk9r4= honnef.co/go/tools v0.0.1-2019.2.3/go.mod h1:a3bituU0lyd329TUQxRnasdCoJDkEUEAqEt0JzvZhAg= +honnef.co/go/tools v0.0.1-2020.1.3/go.mod h1:X/FiERA/W4tHapMX5mGpAtMSVEeEUOyHaw9vFzvIQ3k= honnef.co/go/tools v0.1.3/go.mod h1:NgwopIslSNH47DimFoV78dnkksY2EFtX0ajyb3K/las= +rsc.io/binaryregexp v0.2.0/go.mod h1:qTv7/COck+e2FymRvadv62gMdZztPaShugOCi3I+8D8= rsc.io/pdf v0.1.1/go.mod h1:n8OzWcQ6Sp37PL01nO98y4iUCRdTGarVfzxY20ICaU4= +rsc.io/quote/v3 v3.1.0/go.mod h1:yEA65RcK8LyAZtP9Kv3t0HmxON59tX3rD+tICJqUlj0= +rsc.io/sampler v1.3.0/go.mod h1:T1hPZKmBbMNahiBKFy5HrXp6adAjACjK9JXDnKaTXpA= sigs.k8s.io/yaml v1.1.0/go.mod h1:UJmg0vDUVViEyp3mgSv9WPwZCDxu4rQW1olrI1uml+o= sourcegraph.com/sourcegraph/appdash v0.0.0-20190731080439-ebfcffb1b5c0/go.mod h1:hI742Nqp5OhwiqlzhgfbWU4mW4yO10fP+LoT9WOswdU= diff --git a/go/cmd/server/server.go b/go/cmd/server/server.go index 2f9edb793a0..0c90f759020 100644 --- a/go/cmd/server/server.go +++ b/go/cmd/server/server.go @@ -2,6 +2,7 @@ package main import ( "context" + "github.com/feast-dev/feast/go/internal/feast" "github.com/feast-dev/feast/go/protos/feast/serving" prototypes "github.com/feast-dev/feast/go/protos/feast/types" @@ -24,6 +25,9 @@ func (s *servingServiceServer) GetFeastServingInfo(ctx context.Context, request }, nil } +// Returns an object containing the response to GetOnlineFeatures. +// Metadata contains featurenames that corresponds to the number of rows in response.Results. +// Results contains values including the value of the feature, the event timestamp, and feature status in a columnar format. func (s *servingServiceServer) GetOnlineFeatures(ctx context.Context, request *serving.GetOnlineFeaturesRequest) (*serving.GetOnlineFeaturesResponse, error) { featuresOrService, err := s.fs.ParseFeatures(request.GetKind()) if err != nil { @@ -36,6 +40,9 @@ func (s *servingServiceServer) GetOnlineFeatures(ctx context.Context, request *s featuresOrService.FeatureService, request.GetEntities(), request.GetFullFeatureNames()) + if err != nil { + return nil, err + } resp := &serving.GetOnlineFeaturesResponse{ Results: make([]*serving.GetOnlineFeaturesResponse_FeatureVector, 0), diff --git a/go/cmd/server/server_test.go b/go/cmd/server/server_test.go index 990fc79c72e..9ee8c87e2fe 100644 --- a/go/cmd/server/server_test.go +++ b/go/cmd/server/server_test.go @@ -2,33 +2,42 @@ package main import ( "context" + "net" + "path/filepath" + "reflect" + "runtime" + "testing" + "github.com/feast-dev/feast/go/internal/feast" + "github.com/feast-dev/feast/go/internal/test" "github.com/feast-dev/feast/go/protos/feast/serving" + "github.com/feast-dev/feast/go/protos/feast/types" "github.com/stretchr/testify/assert" "google.golang.org/grpc" "google.golang.org/grpc/test/bufconn" - "net" - "path/filepath" - "runtime" - "testing" ) // Return absolute path to the test_repo directory regardless of the working directory -func getRepoPath() string { +func getRepoPath(basePath string) string { // Get the file path of this source file, regardless of the working directory - _, filename, _, ok := runtime.Caller(0) - if !ok { - panic("couldn't find file path of the test file") + if basePath == "" { + _, filename, _, ok := runtime.Caller(0) + if !ok { + panic("couldn't find file path of the test file") + } + return filepath.Join(filename, "..", "..", "feature_repo") + } else { + return filepath.Join(basePath, "feature_repo") } - return filepath.Join(filename, "..", "..", "feature_repo") } -func getClient(ctx context.Context) (serving.ServingServiceClient, func()) { +// Starts a new grpc server, registers the serving service and returns a client. +func getClient(ctx context.Context, basePath string) (serving.ServingServiceClient, func()) { buffer := 1024 * 1024 listener := bufconn.Listen(buffer) server := grpc.NewServer() - config, err := feast.NewRepoConfigFromFile(getRepoPath()) + config, err := feast.NewRepoConfigFromFile(getRepoPath(basePath)) if err != nil { panic(err) } @@ -58,21 +67,73 @@ func getClient(ctx context.Context) (serving.ServingServiceClient, func()) { } func TestGetFeastServingInfo(t *testing.T) { - t.Skip("@todo(achals): feature_repo isn't checked in yet") ctx := context.Background() - client, closer := getClient(ctx) + // Pregenerated using `feast init`. + dir := "." + err := test.SetupFeatureRepo(dir) + assert.Nil(t, err) + defer test.CleanUpRepo(dir) + client, closer := getClient(ctx, dir) defer closer() response, err := client.GetFeastServingInfo(ctx, &serving.GetFeastServingInfoRequest{}) assert.Nil(t, err) assert.Equal(t, feastServerVersion, response.Version) } -func TestGetOnlineFeatures(t *testing.T) { - t.Skip("@todo(achals): feature_repo isn't checked in yet") +func TestGetOnlineFeaturesSqlite(t *testing.T) { ctx := context.Background() - client, closer := getClient(ctx) + // Pregenerated using `feast init`. + dir := "." + err := test.SetupFeatureRepo(dir) + assert.Nil(t, err) + defer test.CleanUpRepo(dir) + client, closer := getClient(ctx, dir) defer closer() - response, err := client.GetOnlineFeatures(ctx, &serving.GetOnlineFeaturesRequest{}) + entities := make(map[string]*types.RepeatedValue) + entities["driver_id"] = &types.RepeatedValue{ + Val: []*types.Value{ + {Val: &types.Value_Int64Val{Int64Val: 1001}}, + {Val: &types.Value_Int64Val{Int64Val: 1003}}, + {Val: &types.Value_Int64Val{Int64Val: 1005}}, + }, + } + request := &serving.GetOnlineFeaturesRequest{ + Kind: &serving.GetOnlineFeaturesRequest_Features{ + Features: &serving.FeatureList{ + Val: []string{"driver_hourly_stats:conv_rate", "driver_hourly_stats:acc_rate", "driver_hourly_stats:avg_daily_trips"}, + }, + }, + Entities: entities, + } + response, err := client.GetOnlineFeatures(ctx, request) + expectedEntityValuesResp := []*types.Value{ + {Val: &types.Value_Int64Val{Int64Val: 1001}}, + {Val: &types.Value_Int64Val{Int64Val: 1003}}, + {Val: &types.Value_Int64Val{Int64Val: 1005}}, + } + expectedFeatureNamesResp := []string{"driver_id", "conv_rate", "acc_rate", "avg_daily_trips"} assert.Nil(t, err) assert.NotNil(t, response) + rows, err := test.ReadParquet(filepath.Join(dir, "feature_repo", "data", "driver_stats.parquet")) + assert.Nil(t, err) + entityKeys := map[int64]bool{1001: true, 1003: true, 1005: true} + correctFeatures := test.GetLatestFeatures(rows, entityKeys) + expectedConvRateValues := []*types.Value{} + expectedAccRateValues := []*types.Value{} + expectedAvgDailyTripsValues := []*types.Value{} + + for _, key := range []int64{1001, 1003, 1005} { + expectedConvRateValues = append(expectedConvRateValues, &types.Value{Val: &types.Value_FloatVal{FloatVal: correctFeatures[key].Conv_rate}}) + expectedAccRateValues = append(expectedAccRateValues, &types.Value{Val: &types.Value_FloatVal{FloatVal: correctFeatures[key].Acc_rate}}) + expectedAvgDailyTripsValues = append(expectedAvgDailyTripsValues, &types.Value{Val: &types.Value_Int64Val{Int64Val: int64(correctFeatures[key].Avg_daily_trips)}}) + } + // Columnar so get in column format row by row should have column names of all features + assert.Equal(t, len(response.Results), 4) + + assert.True(t, reflect.DeepEqual(response.Results[0].Values, expectedEntityValuesResp)) + assert.True(t, reflect.DeepEqual(response.Results[1].Values, expectedConvRateValues)) + assert.True(t, reflect.DeepEqual(response.Results[2].Values, expectedAccRateValues)) + assert.True(t, reflect.DeepEqual(response.Results[3].Values, expectedAvgDailyTripsValues)) + + assert.True(t, reflect.DeepEqual(response.Metadata.FeatureNames.Val, expectedFeatureNamesResp)) } diff --git a/go/internal/feast/featurestore.go b/go/internal/feast/featurestore.go index 492c158e52e..7ac2c0538f1 100644 --- a/go/internal/feast/featurestore.go +++ b/go/internal/feast/featurestore.go @@ -198,6 +198,7 @@ func (fs *FeatureStore) GetOnlineFeatures( } result := make([]*FeatureVector, 0) arrowMemory := memory.NewGoAllocator() + for _, groupRef := range groupedRefs { featureData, err := fs.readFromOnlineStore(ctx, groupRef.entityKeys, groupRef.featureViewNames, groupRef.featureNames) if err != nil { @@ -348,7 +349,6 @@ func (fs *FeatureStore) getFeatureViewsToUseByFeatureRefs(features []string, hid fvs := make(map[string]*FeatureView) requestFvs := make(map[string]*RequestFeatureView) odFvs := make(map[string]*OnDemandFeatureView) - featureViews, err := fs.listFeatureViews(hideDummyEntity) if err != nil { return nil, nil, nil, nil, err @@ -405,7 +405,6 @@ func (fs *FeatureStore) getFeatureViewsToUseByFeatureRefs(features []string, hid " feature view %s and that you have registered it by running \"apply\"", featureViewName, featureViewName) } } - return fvs, fvsToUse, requestFvsToUse, odFvsToUse, nil } @@ -561,9 +560,9 @@ func (fs *FeatureStore) readFromOnlineStore(ctx context.Context, entityRows []*p requestedFeatureNames []string, ) ([][]FeatureData, error) { numRows := len(entityRows) - entityRowsValue := make([]prototypes.EntityKey, numRows) + entityRowsValue := make([]*prototypes.EntityKey, numRows) for index, entityKey := range entityRows { - entityRowsValue[index] = prototypes.EntityKey{JoinKeys: entityKey.JoinKeys, EntityValues: entityKey.EntityValues} + entityRowsValue[index] = &prototypes.EntityKey{JoinKeys: entityKey.JoinKeys, EntityValues: entityKey.EntityValues} } return fs.onlineStore.OnlineRead(ctx, entityRowsValue, requestedFeatureViewNames, requestedFeatureNames) } diff --git a/go/internal/feast/onlinestore.go b/go/internal/feast/onlinestore.go index b770cea4c6e..a4ac0a0a3e5 100644 --- a/go/internal/feast/onlinestore.go +++ b/go/internal/feast/onlinestore.go @@ -3,6 +3,7 @@ package feast import ( "context" "fmt" + "github.com/feast-dev/feast/go/protos/feast/serving" "github.com/feast-dev/feast/go/protos/feast/types" "github.com/golang/protobuf/ptypes/timestamp" @@ -33,7 +34,7 @@ type OnlineStore interface { // Feature object as pointers in GetOnlineFeaturesResponse) // => allocate memory for each field once in OnlineRead // and reuse them in GetOnlineFeaturesResponse? - OnlineRead(ctx context.Context, entityKeys []types.EntityKey, featureViewNames []string, featureNames []string) ([][]FeatureData, error) + OnlineRead(ctx context.Context, entityKeys []*types.EntityKey, featureViewNames []string, featureNames []string) ([][]FeatureData, error) // Destruct must be call once user is done using OnlineStore // This is to comply with the Connector since we have to close the plugin Destruct() @@ -51,12 +52,13 @@ func getOnlineStoreType(onlineStoreConfig map[string]interface{}) (string, bool) func NewOnlineStore(config *RepoConfig) (OnlineStore, error) { onlineStoreType, ok := getOnlineStoreType(config.OnlineStore) if !ok { - return nil, fmt.Errorf("could not get online store type from online store config: %+v", config.OnlineStore) + onlineStore, err := NewSqliteOnlineStore(config.Project, config, config.OnlineStore) + return onlineStore, err } if onlineStoreType == "redis" { onlineStore, err := NewRedisOnlineStore(config.Project, config.OnlineStore) return onlineStore, err } else { - return nil, fmt.Errorf("%s online store type is currently not supported; only Redis is supported", onlineStoreType) + return nil, fmt.Errorf("%s online store type is currently not supported; only redis and sqlite are supported", onlineStoreType) } } diff --git a/go/internal/feast/redisonlinestore.go b/go/internal/feast/redisonlinestore.go index c0af52c3c74..7190721496c 100644 --- a/go/internal/feast/redisonlinestore.go +++ b/go/internal/feast/redisonlinestore.go @@ -5,15 +5,16 @@ import ( "encoding/binary" "errors" "fmt" + "sort" + "strconv" + "strings" + "github.com/feast-dev/feast/go/protos/feast/serving" "github.com/feast-dev/feast/go/protos/feast/types" "github.com/go-redis/redis/v8" "github.com/golang/protobuf/proto" "github.com/spaolacci/murmur3" timestamppb "google.golang.org/protobuf/types/known/timestamppb" - "sort" - "strconv" - "strings" ) type redisType int @@ -117,7 +118,7 @@ func getRedisType(onlineStoreConfig map[string]interface{}) (redisType, error) { return t, nil } -func (r *RedisOnlineStore) OnlineRead(ctx context.Context, entityKeys []types.EntityKey, featureViewNames []string, featureNames []string) ([][]FeatureData, error) { +func (r *RedisOnlineStore) OnlineRead(ctx context.Context, entityKeys []*types.EntityKey, featureViewNames []string, featureNames []string) ([][]FeatureData, error) { featureCount := len(featureNames) index := featureCount featureViewIndices := make(map[string]int) @@ -152,7 +153,7 @@ func (r *RedisOnlineStore) OnlineRead(ctx context.Context, entityKeys []types.En redisKeyToEntityIndex := make(map[string]int) for i := 0; i < len(entityKeys); i++ { - var key, err = buildRedisKey(r.project, &entityKeys[i]) + var key, err = buildRedisKey(r.project, entityKeys[i]) if err != nil { return nil, err } diff --git a/go/internal/feast/sqliteonlinestore.go b/go/internal/feast/sqliteonlinestore.go new file mode 100644 index 00000000000..e133dd162f1 --- /dev/null +++ b/go/internal/feast/sqliteonlinestore.go @@ -0,0 +1,158 @@ +package feast + +import ( + "crypto/sha1" + "database/sql" + "encoding/hex" + "errors" + "strings" + "sync" + "time" + + "context" + "fmt" + + "github.com/feast-dev/feast/go/protos/feast/serving" + "github.com/feast-dev/feast/go/protos/feast/types" + _ "github.com/mattn/go-sqlite3" + "google.golang.org/protobuf/proto" + timestamppb "google.golang.org/protobuf/types/known/timestamppb" +) + +type SqliteOnlineStore struct { + // Feast project name + project string + path string + db *sql.DB + db_mu sync.Mutex +} + +// Creates a new sqlite online store object. onlineStoreConfig should have relative path of database file with respect to repoConfig.repoPath. +func NewSqliteOnlineStore(project string, repoConfig *RepoConfig, onlineStoreConfig map[string]interface{}) (*SqliteOnlineStore, error) { + store := SqliteOnlineStore{project: project} + if db_path, ok := onlineStoreConfig["path"]; !ok { + return nil, fmt.Errorf("cannot find sqlite path %s", db_path) + } else { + if dbPathStr, ok := db_path.(string); !ok { + return nil, fmt.Errorf("cannot find convert sqlite path to string %s", db_path) + } else { + store.path = fmt.Sprintf("%s/%s", repoConfig.RepoPath, dbPathStr) + db, err := initializeConnection(store.path) + if err != nil { + return nil, err + } + store.db = db + } + } + + return &store, nil +} + +func (s *SqliteOnlineStore) Destruct() { + s.db.Close() +} + +// Returns FeatureData 2D array. Each row corresponds to one entity value and each column corresponds to a single feature where the number of columns should be +// same length as the length of featureNames. Reads from every table in featureViewNames with the entity keys described. +func (s *SqliteOnlineStore) OnlineRead(ctx context.Context, entityKeys []*types.EntityKey, featureViewNames []string, featureNames []string) ([][]FeatureData, error) { + featureCount := len(featureNames) + _, err := s.getConnection() + if err != nil { + return nil, err + } + project := s.project + results := make([][]FeatureData, len(entityKeys)) + entityNameToEntityIndex := make(map[string]int) + in_query := make([]string, len(entityKeys)) + serialized_entities := make([]interface{}, len(entityKeys)) + for i := 0; i < len(entityKeys); i++ { + serKey, err := serializeEntityKey(entityKeys[i]) + if err != nil { + return nil, err + } + // TODO: fix this, string conversion is not safe + entityNameToEntityIndex[hashSerializedEntityKey(serKey)] = i + // for IN clause in read query + in_query[i] = "?" + serialized_entities[i] = *serKey + } + featureNamesToIdx := make(map[string]int) + for idx, name := range featureNames { + featureNamesToIdx[name] = idx + } + + for idx := 0; idx < len(entityKeys); idx++ { + results[idx] = make([]FeatureData, featureCount) + } + for _, featureViewName := range featureViewNames { + query_string := fmt.Sprintf(`SELECT entity_key, feature_name, value, event_ts + FROM %s + WHERE entity_key IN (%s) + ORDER BY entity_key`, tableId(project, featureViewName), strings.Join(in_query, ",")) + rows, err := s.db.Query(query_string, serialized_entities...) + if err != nil { + return nil, err + } + defer rows.Close() + for rows.Next() { + var entity_key []byte + var feature_name string + var valueString []byte + var event_ts time.Time + var value types.Value + err = rows.Scan(&entity_key, &feature_name, &valueString, &event_ts) + if err != nil { + return nil, errors.New("error could not resolve row in query (entity key, feature name, value, event ts)") + } + if err := proto.Unmarshal(valueString, &value); err != nil { + return nil, errors.New("error converting parsed value to types.Value") + } + results[entityNameToEntityIndex[hashSerializedEntityKey(&entity_key)]][featureNamesToIdx[feature_name]] = FeatureData{reference: serving.FeatureReferenceV2{FeatureViewName: featureViewName, FeatureName: feature_name}, + timestamp: *timestamppb.New(event_ts), + value: types.Value{Val: value.Val}, + } + } + } + return results, nil +} + +// Gets a sqlite connection and sets it to the online store and also returns a pointer to the connection. +func (s *SqliteOnlineStore) getConnection() (*sql.DB, error) { + s.db_mu.Lock() + defer s.db_mu.Unlock() + if s.db == nil { + if s.path == "" { + return nil, errors.New("no database path available") + } + db, err := initializeConnection(s.path) + s.db = db + if err != nil { + return nil, err + } + } + return s.db, nil +} + +// Constructs the table id from the project and table(featureViewName) string. +func tableId(project string, featureViewName string) string { + return fmt.Sprintf("%s_%s", project, featureViewName) +} + +// Creates a connection to the sqlite database and returns the connection. +func initializeConnection(db_path string) (*sql.DB, error) { + db, err := sql.Open("sqlite3", db_path) + if err != nil { + return nil, err + } + return db, nil +} + +func hashSerializedEntityKey(serializedEntityKey *[]byte) string { + if serializedEntityKey == nil { + return "" + } + h := sha1.New() + h.Write(*serializedEntityKey) + sha1_hash := hex.EncodeToString(h.Sum(nil)) + return sha1_hash +} diff --git a/go/internal/feast/sqliteonlinestore_test.go b/go/internal/feast/sqliteonlinestore_test.go new file mode 100644 index 00000000000..2ce125889d2 --- /dev/null +++ b/go/internal/feast/sqliteonlinestore_test.go @@ -0,0 +1,81 @@ +package feast + +import ( + "context" + "path/filepath" + "reflect" + "testing" + + "github.com/feast-dev/feast/go/internal/test" + "github.com/feast-dev/feast/go/protos/feast/types" + "github.com/stretchr/testify/assert" +) + +func TestSqliteSetup(t *testing.T) { + dir := "../test" + feature_repo_path := filepath.Join(dir, "feature_repo") + err := test.SetupFeatureRepo(dir) + assert.Nil(t, err) + defer test.CleanUpRepo(dir) + config, err := NewRepoConfigFromFile(feature_repo_path) + assert.Nil(t, err) + assert.Equal(t, "feature_repo", config.Project) + assert.Equal(t, "data/registry.db", config.GetRegistryConfig().Path) + assert.Equal(t, "local", config.Provider) + assert.Equal(t, map[string]interface{}{ + "path": "data/online_store.db", + }, config.OnlineStore) + assert.Empty(t, config.OfflineStore) + assert.Empty(t, config.FeatureServer) + assert.Empty(t, config.Flags) +} + +func TestSqliteOnlineRead(t *testing.T) { + dir := "../test" + feature_repo_path := filepath.Join(dir, "feature_repo") + test.SetupFeatureRepo(dir) + defer test.CleanUpRepo(dir) + config, err := NewRepoConfigFromFile(feature_repo_path) + assert.Nil(t, err) + store, err := NewSqliteOnlineStore("feature_repo", config, config.OnlineStore) + defer store.Destruct() + assert.Nil(t, err) + entity_key1 := types.EntityKey{ + JoinKeys: []string{"driver_id"}, + EntityValues: []*types.Value{{Val: &types.Value_Int64Val{Int64Val: 1005}}}, + } + entity_key2 := types.EntityKey{ + JoinKeys: []string{"driver_id"}, + EntityValues: []*types.Value{{Val: &types.Value_Int64Val{Int64Val: 1001}}}, + } + entity_key3 := types.EntityKey{ + JoinKeys: []string{"driver_id"}, + EntityValues: []*types.Value{{Val: &types.Value_Int64Val{Int64Val: 1003}}}, + } + entityKeys := []*types.EntityKey{&entity_key1, &entity_key2, &entity_key3} + tableNames := []string{"driver_hourly_stats"} + featureNames := []string{"conv_rate", "acc_rate", "avg_daily_trips"} + featureData, err := store.OnlineRead(context.Background(), entityKeys, tableNames, featureNames) + assert.Nil(t, err) + returnedFeatureValues := make([]*types.Value, 0) + returnedFeatureNames := make([]string, 0) + for _, featureVector := range featureData { + for idx := range featureVector { + returnedFeatureValues = append(returnedFeatureValues, &featureVector[idx].value) + returnedFeatureNames = append(returnedFeatureNames, featureVector[idx].reference.FeatureName) + } + } + rows, err := test.ReadParquet(filepath.Join(feature_repo_path, "data", "driver_stats.parquet")) + assert.Nil(t, err) + entities := map[int64]bool{1005: true, 1001: true, 1003: true} + correctFeatures := test.GetLatestFeatures(rows, entities) + expectedFeatureValues := []*types.Value{} + for _, key := range []int64{1005, 1001, 1003} { + expectedFeatureValues = append(expectedFeatureValues, &types.Value{Val: &types.Value_FloatVal{FloatVal: correctFeatures[key].Conv_rate}}) + expectedFeatureValues = append(expectedFeatureValues, &types.Value{Val: &types.Value_FloatVal{FloatVal: correctFeatures[key].Acc_rate}}) + expectedFeatureValues = append(expectedFeatureValues, &types.Value{Val: &types.Value_Int64Val{Int64Val: int64(correctFeatures[key].Avg_daily_trips)}}) + } + expectedFeatureNames := []string{"conv_rate", "acc_rate", "avg_daily_trips", "conv_rate", "acc_rate", "avg_daily_trips", "conv_rate", "acc_rate", "avg_daily_trips"} + assert.True(t, reflect.DeepEqual(expectedFeatureValues, returnedFeatureValues)) + assert.True(t, reflect.DeepEqual(expectedFeatureNames, returnedFeatureNames)) +} diff --git a/go/internal/test/go_integration_test_utils.go b/go/internal/test/go_integration_test_utils.go new file mode 100644 index 00000000000..c1a5db342a9 --- /dev/null +++ b/go/internal/test/go_integration_test_utils.go @@ -0,0 +1,152 @@ +package test + +import ( + "encoding/json" + "fmt" + "log" + "os" + "os/exec" + "path/filepath" + "time" + + "github.com/xitongsys/parquet-go-source/local" + "github.com/xitongsys/parquet-go/reader" + "github.com/xitongsys/parquet-go/source" +) + +var jsonSchema string = ` +{ + "Tag": "name=Schema, repetitiontype=REQUIRED", + "Fields": [ + { + "Tag": "name=Event_timestamp, type=INT64, convertedtype=TIMESTAMP_MICROS, repetitiontype=OPTIONAL" + }, + { + "Tag": "name=Driver_id, type=INT64, repetitiontype=OPTIONAL" + }, + { + "Tag": "name=Conv_rate, type=FLOAT, repetitiontype=OPTIONAL" + }, + { + "Tag": "name=Acc_rate, type=FLOAT, repetitiontype=OPTIONAL" + }, + { + "Tag": "name=Avg_daily_trips, type=INT32, repetitiontype=OPTIONAL" + }, + { + "Tag": "name=Created, type=INT64, convertedtype=TIMESTAMP_MICROS, repetitiontype=OPTIONAL" + } + ] +} +` + +type Row struct { + Event_timestamp int64 `json:"Event_timestamp"` + Driver_id int64 `json:"Driver_id"` + Conv_rate float32 `json:"Conv_rate"` + Acc_rate float32 `json:"Acc_rate"` + Avg_daily_trips int32 `json:"Avg_daily_trips"` + Created int64 `json:"Created"` +} + +func ReadParquet(filePath string) ([]*Row, error) { + var fr source.ParquetFile + + fr, err := local.NewLocalFileReader(filePath) + if err != nil { + return nil, err + } + pr, err := reader.NewParquetReader(fr, nil, 1) + if err != nil { + log.Printf("Can't create parquet reader") + return nil, err + } + if err = pr.SetSchemaHandlerFromJSON(jsonSchema); err != nil { + log.Println("Can't set schema from json", err) + return nil, err + } + + num := int(pr.GetNumRows()) + res, err := pr.ReadByNumber(num) + if err != nil { + return nil, err + } + jsonBs, err := json.Marshal(res) + if err != nil { + return nil, err + } + + Rows := []*Row{} + err = json.Unmarshal(jsonBs, &Rows) + if err != nil { + return nil, err + } + return Rows, nil +} + +func GetLatestFeatures(Rows []*Row, entities map[int64]bool) map[int64]*Row { + correctFeatureRows := make(map[int64]*Row) + for _, Row := range Rows { + if _, ok := entities[Row.Driver_id]; ok { + if _, ok := correctFeatureRows[Row.Driver_id]; ok { + if Row.Event_timestamp > correctFeatureRows[Row.Driver_id].Event_timestamp { + correctFeatureRows[Row.Driver_id] = Row + } + } else { + correctFeatureRows[Row.Driver_id] = Row + } + } + } + return correctFeatureRows +} + +func SetupFeatureRepo(basePath string) error { + cmd := exec.Command("feast", "init", "feature_repo") + path, err := filepath.Abs(basePath) + cmd.Env = os.Environ() + + if err != nil { + return err + } + cmd.Dir = path + err = cmd.Run() + if err != nil { + return err + } + applyCommand := exec.Command("feast", "apply") + applyCommand.Env = os.Environ() + feature_repo_path, err := filepath.Abs(filepath.Join(path, "feature_repo")) + if err != nil { + return err + } + applyCommand.Dir = feature_repo_path + err = applyCommand.Run() + if err != nil { + return err + } + t := time.Now() + + formattedTime := fmt.Sprintf("%d-%02d-%02dT%02d:%02d:%02d", + t.Year(), t.Month(), t.Day(), + t.Hour(), t.Minute(), t.Second()) + materializeCommand := exec.Command("feast", "materialize-incremental", formattedTime) + materializeCommand.Env = os.Environ() + materializeCommand.Dir = feature_repo_path + err = materializeCommand.Run() + if err != nil { + return err + } + return nil +} + +func CleanUpRepo(basePath string) error { + feature_repo_path, err := filepath.Abs(filepath.Join(basePath, "feature_repo")) + if err != nil { + return err + } + err = os.RemoveAll(feature_repo_path) + if err != nil { + return err + } + return nil +}