Fix validation of toggling batch ensembling

api/go.mod

@@ -9,7 +9,7 @@ require (
 	github.com/antihax/optional v1.0.0
 	github.com/getkin/kin-openapi v0.75.0
 	github.com/ghodss/yaml v1.0.0
-	github.com/go-playground/validator/v10 v10.3.0
+	github.com/go-playground/validator/v10 v10.9.0
 	github.com/gojek/fiber v0.0.0-20201008181849-4f0f8284dc84
 	github.com/gojek/merlin v0.0.0
 	github.com/gojek/mlp v1.4.7
@@ -29,7 +29,7 @@ require (
 	github.com/patrickmn/go-cache v2.1.0+incompatible
 	github.com/pkg/errors v0.9.1
 	github.com/rs/cors v1.7.0
-	github.com/stretchr/testify v1.6.1
+	github.com/stretchr/testify v1.7.0
 	github.com/tidwall/gjson v1.6.5
 	github.com/xanzy/go-gitlab v0.31.0
 	go.uber.org/zap v1.15.0

api/go.sum

@@ -522,13 +522,18 @@ github.com/go-playground/assert/v2 v2.0.1 h1:MsBgLAaY856+nPRTKrp3/OZK38U/wa0CcBY
 github.com/go-playground/assert/v2 v2.0.1/go.mod h1:VDjEfimB/XKnb+ZQfWdccd7VUvScMdVu0Titje2rxJ4=
 github.com/go-playground/locales v0.13.0 h1:HyWk6mgj5qFqCT5fjGBuRArbVDfE4hi8+e8ceBS/t7Q=
 github.com/go-playground/locales v0.13.0/go.mod h1:taPMhCMXrRLJO55olJkUXHZBHCxTMfnGwq/HNwmWNS8=
+github.com/go-playground/locales v0.14.0 h1:u50s323jtVGugKlcYeyzC0etD1HifMjqmJqb8WugfUU=
+github.com/go-playground/locales v0.14.0/go.mod h1:sawfccIbzZTqEDETgFXqTho0QybSa7l++s0DH+LDiLs=
 github.com/go-playground/universal-translator v0.17.0 h1:icxd5fm+REJzpZx7ZfpaD876Lmtgy7VtROAbHHXk8no=
 github.com/go-playground/universal-translator v0.17.0/go.mod h1:UkSxE5sNxxRwHyU+Scu5vgOQjsIJAF8j9muTVoKLVtA=
+github.com/go-playground/universal-translator v0.18.0 h1:82dyy6p4OuJq4/CByFNOn/jYrnRPArHwAcmLoJZxyho=
+github.com/go-playground/universal-translator v0.18.0/go.mod h1:UvRDBj+xPUEGrFYl+lu/H90nyDXpg0fqeB/AQUGNTVA=
 github.com/go-playground/validator v9.30.0+incompatible/go.mod h1:yrEkQXlcI+PugkyDjY2bRrL/UBU4f3rvrgkN3V8JEig=
 github.com/go-playground/validator v9.31.0+incompatible h1:UA72EPEogEnq76ehGdEDp4Mit+3FDh548oRqwVgNsHA=
 github.com/go-playground/validator v9.31.0+incompatible/go.mod h1:yrEkQXlcI+PugkyDjY2bRrL/UBU4f3rvrgkN3V8JEig=
-github.com/go-playground/validator/v10 v10.3.0 h1:nZU+7q+yJoFmwvNgv/LnPUkwPal62+b2xXj0AU1Es7o=
 github.com/go-playground/validator/v10 v10.3.0/go.mod h1:uOYAAleCW8F/7oMFd6aG0GOhaH6EGOAJShg8Id5JGkI=
+github.com/go-playground/validator/v10 v10.9.0 h1:NgTtmN58D0m8+UuxtYmGztBJB7VnPgjj221I1QHci2A=
+github.com/go-playground/validator/v10 v10.9.0/go.mod h1:74x4gJWsvQexRdW8Pn3dXSGrTK4nAUsbPlLADvpJkos=
 github.com/go-redis/redis v6.14.2+incompatible/go.mod h1:NAIEuMOZ/fxfXJIrKDQDz8wamY7mA7PouImQ2Jvg6kA=
 github.com/go-sql-driver/mysql v0.0.0-20160411075031-7ebe0a500653/go.mod h1:zAC/RDZ24gD3HViQzih4MyKcchzm+sOG5ZlKdlhCg5w=
 github.com/go-sql-driver/mysql v0.0.0-20180308100310-1a676ac6e4dc/go.mod h1:zAC/RDZ24gD3HViQzih4MyKcchzm+sOG5ZlKdlhCg5w=
@@ -898,6 +903,9 @@ github.com/kr/logfmt v0.0.0-20140226030751-b84e30acd515/go.mod h1:+0opPa2QZZtGFB
 github.com/kr/pretty v0.1.0/go.mod h1:dAy3ld7l9f0ibDNOQOHHMYYIIbhfbHSm3C4ZsoJORNo=
 github.com/kr/pretty v0.2.0 h1:s5hAObm+yFO5uHYt5dYjxi2rXrsnmRpJx4OYvIWUaQs=
 github.com/kr/pretty v0.2.0/go.mod h1:ipq/a2n7PKx3OHsz4KJII5eveXtPO4qwEXGdVfWzfnI=
+github.com/kr/pretty v0.2.1/go.mod h1:ipq/a2n7PKx3OHsz4KJII5eveXtPO4qwEXGdVfWzfnI=
+github.com/kr/pretty v0.3.0 h1:WgNl7dwNpEZ6jJ9k1snq4pZsg7DOEN8hP9Xw0Tsjwk0=
+github.com/kr/pretty v0.3.0/go.mod h1:640gp4NfQd8pI5XOwp5fnNeVWj67G7CFk/SaSQn7NBk=
 github.com/kr/pty v1.0.0/go.mod h1:pFQYn66WHrOpPYNljwOMqo10TkYh1fy3cYio2l3bCsQ=
 github.com/kr/pty v1.1.1/go.mod h1:pFQYn66WHrOpPYNljwOMqo10TkYh1fy3cYio2l3bCsQ=
 github.com/kr/pty v1.1.5/go.mod h1:9r2w37qlBe7rQ6e1fg1S/9xpWHSnaqNdHD3WcMdbPDA=
@@ -910,6 +918,8 @@ github.com/kubernetes-incubator/custom-metrics-apiserver v0.0.0-20190918110929-3
 github.com/kylelemons/godebug v0.0.0-20170820004349-d65d576e9348/go.mod h1:B69LEHPfb2qLo0BaaOLcbitczOKLWTsrBG9LczfCD4k=
 github.com/leodido/go-urn v1.2.0 h1:hpXL4XnriNwQ/ABnpepYM/1vCLWNDfUNts8dX3xTG6Y=
 github.com/leodido/go-urn v1.2.0/go.mod h1:+8+nEpDfqqsY+g338gtMEUOtuK+4dEMhiQEgxpxOKII=
+github.com/leodido/go-urn v1.2.1 h1:BqpAaACuzVSgi/VLzGZIobT2z4v53pjosyNd9Yv6n/w=
+github.com/leodido/go-urn v1.2.1/go.mod h1:zt4jvISO2HfUBqxjfIshjdMTYS56ZS/qv49ictyFfxY=
 github.com/lib/pq v1.0.0/go.mod h1:5WUZQaWbwv1U+lTReE5YruASi9Al49XbQIvNi/34Woo=
 github.com/lib/pq v1.1.0/go.mod h1:5WUZQaWbwv1U+lTReE5YruASi9Al49XbQIvNi/34Woo=
 github.com/lib/pq v1.1.1/go.mod h1:5WUZQaWbwv1U+lTReE5YruASi9Al49XbQIvNi/34Woo=
@@ -1109,6 +1119,7 @@ github.com/pierrec/lz4 v2.2.6+incompatible/go.mod h1:pdkljMzZIN41W+lC3N2tnIh5sFi
 github.com/pierrec/lz4 v2.4.1+incompatible h1:mFe7ttWaflA46Mhqh+jUfjp2qTbPYxLB2/OyBppH9dg=
 github.com/pierrec/lz4 v2.4.1+incompatible/go.mod h1:pdkljMzZIN41W+lC3N2tnIh5sFi+IEE17M5jbnwPHcY=
 github.com/pilagod/gorm-cursor-paginator v1.3.0/go.mod h1:j8Bc6Ik1CZJxn/UpwWOa9ncFncy7GWfRB+WxHM0ot8o=
+github.com/pkg/diff v0.0.0-20210226163009-20ebb0f2a09e/go.mod h1:pJLUxLENpZxwdsKMEsNbx1VGcRFpLqf3715MtcvvzbA=
 github.com/pkg/errors v0.8.0/go.mod h1:bwawxfHBFNV+L2hUp1rHADufV3IMtnDRdf1r5NINEl0=
 github.com/pkg/errors v0.8.1-0.20171018195549-f15c970de5b7/go.mod h1:bwawxfHBFNV+L2hUp1rHADufV3IMtnDRdf1r5NINEl0=
 github.com/pkg/errors v0.8.1/go.mod h1:bwawxfHBFNV+L2hUp1rHADufV3IMtnDRdf1r5NINEl0=
@@ -1191,6 +1202,9 @@ github.com/rogpeppe/go-charset v0.0.0-20180617210344-2471d30d28b4/go.mod h1:qgYe
 github.com/rogpeppe/go-internal v1.1.0/go.mod h1:M8bDsm7K2OlrFYOpmOWEs/qY81heoFRclV5y23lUDJ4=
 github.com/rogpeppe/go-internal v1.3.0/go.mod h1:M8bDsm7K2OlrFYOpmOWEs/qY81heoFRclV5y23lUDJ4=
 github.com/rogpeppe/go-internal v1.3.2/go.mod h1:xXDCJY+GAPziupqXw64V24skbSoqbTEfhy4qGm1nDQc=
+github.com/rogpeppe/go-internal v1.6.1/go.mod h1:xXDCJY+GAPziupqXw64V24skbSoqbTEfhy4qGm1nDQc=
+github.com/rogpeppe/go-internal v1.8.0 h1:FCbCCtXNOY3UtUuHUYaghJg4y7Fd14rXifAYUAtL9R8=
+github.com/rogpeppe/go-internal v1.8.0/go.mod h1:WmiCO8CzOY8rg0OYDC4/i/2WRWAB6poM+XZ2dLUbcbE=
 github.com/rs/cors v1.7.0 h1:+88SsELBHx5r+hZ8TCkggzSstaWNbDvThkVK8H6f9ik=
 github.com/rs/cors v1.7.0/go.mod h1:gFx+x8UowdsKA9AchylcLynDq+nNFfI8FkUZdN/jGCU=
 github.com/rs/xid v1.2.1/go.mod h1:+uKXf+4Djp6Md1KODXJxgGQPKngRmWyn10oCKFzNHOQ=
@@ -1285,6 +1299,8 @@ github.com/stretchr/testify v1.4.0/go.mod h1:j7eGeouHqKxXV5pUuKE4zz7dFj8WfuZ+81P
 github.com/stretchr/testify v1.5.1/go.mod h1:5W2xD1RspED5o8YsWQXVCued0rvSQ+mT+I5cxcmMvtA=
 github.com/stretchr/testify v1.6.1 h1:hDPOHmpOpP40lSULcqw7IrRb/u7w6RpDC9399XyoNd0=
 github.com/stretchr/testify v1.6.1/go.mod h1:6Fq8oRcR53rry900zMqJjRRixrwX3KX962/h/Wwjteg=
+github.com/stretchr/testify v1.7.0 h1:nwc3DEeHmmLAfoZucVR881uASk0Mfjw8xYJ99tb5CcY=
+github.com/stretchr/testify v1.7.0/go.mod h1:6Fq8oRcR53rry900zMqJjRRixrwX3KX962/h/Wwjteg=
 github.com/subosito/gotenv v1.2.0 h1:Slr1R9HxAlEKefgq5jn9U+DnETlIUa6HfgEzj0g5d7s=
 github.com/subosito/gotenv v1.2.0/go.mod h1:N0PQaV/YGNqwC0u51sEeR/aUtSLEXKX9iv69rRypqCw=
 github.com/syndtr/gocapability v0.0.0-20160928074757-e7cb7fa329f4/go.mod h1:hkRG7XYTFWNJGYcbNJQlaLq0fg1yr4J4t/NcTQtrfww=
@@ -1442,6 +1458,8 @@ golang.org/x/crypto v0.0.0-20200302210943-78000ba7a073/go.mod h1:LzIPMQfyMNhhGPh
 golang.org/x/crypto v0.0.0-20200510223506-06a226fb4e37/go.mod h1:LzIPMQfyMNhhGPhUkYOs5KpL4U8rLKemX1yGLhDgUto=
 golang.org/x/crypto v0.0.0-20200622213623-75b288015ac9 h1:psW17arqaxU48Z5kZ0CQnkZWQJsqcURM6tKiBApRjXI=
 golang.org/x/crypto v0.0.0-20200622213623-75b288015ac9/go.mod h1:LzIPMQfyMNhhGPhUkYOs5KpL4U8rLKemX1yGLhDgUto=
+golang.org/x/crypto v0.0.0-20210711020723-a769d52b0f97 h1:/UOmuWzQfxxo9UtlXMwuQU8CMgg1eZXqTRwkSQJWKOI=
+golang.org/x/crypto v0.0.0-20210711020723-a769d52b0f97/go.mod h1:GvvjBRRGRdwPK5ydBHafDWAxML/pGHZbMvKqRZ5+Abc=
 golang.org/x/exp v0.0.0-20180321215751-8460e604b9de/go.mod h1:CJ0aWSM057203Lf6IL+f9T1iT9GByDxfZKAQTCR3kQA=
 golang.org/x/exp v0.0.0-20190121172915-509febef88a4/go.mod h1:CJ0aWSM057203Lf6IL+f9T1iT9GByDxfZKAQTCR3kQA=
 golang.org/x/exp v0.0.0-20190125153040-c74c464bbbf2/go.mod h1:CJ0aWSM057203Lf6IL+f9T1iT9GByDxfZKAQTCR3kQA=
@@ -1539,6 +1557,8 @@ golang.org/x/net v0.0.0-20201021035429-f5854403a974/go.mod h1:sp8m0HH+o8qH0wwXwY
 golang.org/x/net v0.0.0-20201031054903-ff519b6c9102/go.mod h1:sp8m0HH+o8qH0wwXwYZr8TS3Oi6o0r6Gce1SSxlDquU=
 golang.org/x/net v0.0.0-20201209123823-ac852fbbde11 h1:lwlPPsmjDKK0J6eG6xDWd5XPehI0R024zxjDnw3esPA=
 golang.org/x/net v0.0.0-20201209123823-ac852fbbde11/go.mod h1:m0MpNAwzfU5UDzcl9v0D8zg8gWTRqZa9RBIspLL5mdg=
+golang.org/x/net v0.0.0-20210226172049-e18ecbb05110 h1:qWPm9rbaAMKs8Bq/9LRpbMqxWRVUAQwMI9fVrssnTfw=
+golang.org/x/net v0.0.0-20210226172049-e18ecbb05110/go.mod h1:m0MpNAwzfU5UDzcl9v0D8zg8gWTRqZa9RBIspLL5mdg=
 golang.org/x/oauth2 v0.0.0-20180603041954-1e0a3fa8ba9a/go.mod h1:N/0e6XlmueqKjAGxoOufVs8QHGRruUQn6yWY3a++T0U=
 golang.org/x/oauth2 v0.0.0-20180724155351-3d292e4d0cdc/go.mod h1:N/0e6XlmueqKjAGxoOufVs8QHGRruUQn6yWY3a++T0U=
 golang.org/x/oauth2 v0.0.0-20180821212333-d2e6202438be/go.mod h1:N/0e6XlmueqKjAGxoOufVs8QHGRruUQn6yWY3a++T0U=
@@ -1643,6 +1663,10 @@ golang.org/x/sys v0.0.0-20210119212857-b64e53b001e4/go.mod h1:h1NjWce9XRLGQEsW7w
 golang.org/x/sys v0.0.0-20210124154548-22da62e12c0c/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
 golang.org/x/sys v0.0.0-20210603081109-ebe580a85c40 h1:JWgyZ1qgdTaF3N3oxC+MdTV7qvEEgHo3otj+HB5CM7Q=
 golang.org/x/sys v0.0.0-20210603081109-ebe580a85c40/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
+golang.org/x/sys v0.0.0-20210615035016-665e8c7367d1/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
+golang.org/x/sys v0.0.0-20210806184541-e5e7981a1069 h1:siQdpVirKtzPhKl3lZWozZraCFObP8S1v6PRp0bLrtU=
+golang.org/x/sys v0.0.0-20210806184541-e5e7981a1069/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
+golang.org/x/term v0.0.0-20201126162022-7de9c90e9dd1 h1:v+OssWQX+hTHEmOBgwxdZxK4zHq3yOs8F9J7mk0PY8E=
 golang.org/x/term v0.0.0-20201126162022-7de9c90e9dd1/go.mod h1:bj7SfCRtBDWHUb9snDiAeCFNEtKQo2Wmx5Cou7ajbmo=
 golang.org/x/text v0.0.0-20160726164857-2910a502d2bf/go.mod h1:NqM8EUOU14njkJ3fqMW+pc6Ldnwhi/IjpwHt7yyuwOQ=
 golang.org/x/text v0.0.0-20170915032832-14c0d48ead0c/go.mod h1:NqM8EUOU14njkJ3fqMW+pc6Ldnwhi/IjpwHt7yyuwOQ=
@@ -1654,6 +1678,8 @@ 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 v0.3.4 h1:0YWbFKbhXG/wIiuHDSKpS0Iy7FSA+u45VtBMfQcFTTc=
 golang.org/x/text v0.3.4/go.mod h1:5Zoc/QRtKVWzQhOtBMvqHzDpF6irO9z98xDceosuGiQ=
+golang.org/x/text v0.3.6 h1:aRYxNxv6iGQlyVaZmk6ZgYEDa+Jg18DxebPSrd6bg1M=
+golang.org/x/text v0.3.6/go.mod h1:5Zoc/QRtKVWzQhOtBMvqHzDpF6irO9z98xDceosuGiQ=
 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=
@@ -1902,6 +1928,8 @@ gopkg.in/check.v1 v1.0.0-20180628173108-788fd7840127/go.mod h1:Co6ibVJAznAaIkqp8
 gopkg.in/check.v1 v1.0.0-20190902080502-41f04d3bba15/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=
 gopkg.in/check.v1 v1.0.0-20200227125254-8fa46927fb4f h1:BLraFXnmrev5lT+xlilqcH8XK9/i0At2xKjWk4p6zsU=
 gopkg.in/check.v1 v1.0.0-20200227125254-8fa46927fb4f/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/confluentinc/confluent-kafka-go.v1 v1.4.2/go.mod h1:ZdI3yfYmdNSLQPNCpO1y00EHyWaHG5EnQEyL/ntAegY=
 gopkg.in/errgo.v2 v2.1.0/go.mod h1:hNsd1EY+bozCKY1Ytp96fpM3vjJbqLJn88ws8XvfDNI=
@@ -1953,6 +1981,8 @@ gopkg.in/yaml.v2 v2.3.0/go.mod h1:hI93XBmqTisBFMUTm0b8Fm+jr3Dg1NNxqwp+5A1VGuI=
 gopkg.in/yaml.v3 v3.0.0-20190709130402-674ba3eaed22/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
 gopkg.in/yaml.v3 v3.0.0-20200313102051-9f266ea9e77c h1:dUUwHk2QECo/6vqA44rthZ8ie2QXMNeKRTHCNY2nXvo=
 gopkg.in/yaml.v3 v3.0.0-20200313102051-9f266ea9e77c/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
+gopkg.in/yaml.v3 v3.0.0-20210107192922-496545a6307b h1:h8qDotaEPuJATrMmW04NCwg7v22aHH28wwpauUhK9Oo=
+gopkg.in/yaml.v3 v3.0.0-20210107192922-496545a6307b/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
 gotest.tools v2.1.0+incompatible/go.mod h1:DsYFclhRJ6vuDpmuTbkuFWG+y2sxOXAzmJt81HFBacw=
 gotest.tools v2.2.0+incompatible h1:VsBPFP1AI068pPrMxtb/S8Zkgf9xEmTLJjfM+P5UIEo=
 gotest.tools v2.2.0+incompatible/go.mod h1:DsYFclhRJ6vuDpmuTbkuFWG+y2sxOXAzmJt81HFBacw=

api/turing/api/appcontext.go

@@ -83,26 +83,37 @@ func NewAppContext(
 		cfg.KubernetesLabelConfigs.Environment,
 	)
 
-	// Initialise Ensembling Job Service
-	ensemblingJobService := service.NewEnsemblingJobService(
-		db,
-		cfg.BatchEnsemblingConfig.JobConfig.DefaultEnvironment,
-		cfg.BatchEnsemblingConfig.ImageBuildingConfig.BuildNamespace,
-		cfg.BatchEnsemblingConfig.LoggingURLFormat,
-		cfg.BatchEnsemblingConfig.MonitoringURLFormat,
-		cfg.BatchEnsemblingConfig.JobConfig.DefaultConfigurations,
-		mlpSvc,
-	)
-
 	// Initialise Batch components
 	// Since there is only the default environment, we will not create multiple batch runners.
 	var batchJobRunners []batchrunner.BatchJobRunner
 
+	var ensemblingJobService service.EnsemblingJobService
 	if cfg.BatchEnsemblingConfig.Enabled {
+		if cfg.BatchEnsemblingConfig.JobConfig == nil {
+			return nil, errors.Wrapf(err, "BatchEnsemblingConfig.JobConfig was not set")
+		}
+		if cfg.BatchEnsemblingConfig.RunnerConfig == nil {
+			return nil, errors.Wrapf(err, "BatchEnsemblingConfig.RunnerConfig was not set")
+		}
+		if cfg.BatchEnsemblingConfig.ImageBuildingConfig == nil {
+			return nil, errors.Wrapf(err, "BatchEnsemblingConfig.ImageBuildingConfig was not set")
+		}
+
+		// Initialise Ensembling Job Service
+		ensemblingJobService = service.NewEnsemblingJobService(
+			db,
+			cfg.BatchEnsemblingConfig.JobConfig.DefaultEnvironment,
+			cfg.BatchEnsemblingConfig.ImageBuildingConfig.BuildNamespace,
+			cfg.BatchEnsemblingConfig.LoggingURLFormat,
+			cfg.BatchEnsemblingConfig.MonitoringURLFormat,
+			cfg.BatchEnsemblingConfig.JobConfig.DefaultConfigurations,
+			mlpSvc,
+		)
+
 		batchClusterController := clusterControllers[cfg.BatchEnsemblingConfig.JobConfig.DefaultEnvironment]
 		ensemblingImageBuilder, err := imagebuilder.NewEnsemblerJobImageBuilder(
 			batchClusterController,
-			cfg.BatchEnsemblingConfig.ImageBuildingConfig,
+			*cfg.BatchEnsemblingConfig.ImageBuildingConfig,
 		)
 		if err != nil {
 			return nil, errors.Wrapf(err, "Failed initializing ensembling image builder")

api/turing/api/appcontext_test.go

@@ -46,9 +46,9 @@ func TestNewAppContext(t *testing.T) {
 
 	testCfg := &config.Config{
 		Port: 8080,
-		BatchEnsemblingConfig: &config.BatchEnsemblingConfig{
+		BatchEnsemblingConfig: config.BatchEnsemblingConfig{
 			Enabled: true,
-			JobConfig: config.JobConfig{
+			JobConfig: &config.JobConfig{
 				DefaultEnvironment: "dev",
 				DefaultConfigurations: config.DefaultEnsemblingJobConfigurations{
 					BatchEnsemblingJobResources: openapi.EnsemblingResources{
@@ -63,12 +63,12 @@ func TestNewAppContext(t *testing.T) {
 					},
 				},
 			},
-			RunnerConfig: config.RunnerConfig{
+			RunnerConfig: &config.RunnerConfig{
 				TimeInterval:                   3 * time.Minute,
 				RecordsToProcessInOneIteration: 10,
 				MaxRetryCount:                  3,
 			},
-			ImageBuildingConfig: config.ImageBuildingConfig{
+			ImageBuildingConfig: &config.ImageBuildingConfig{
 				DestinationRegistry:  "ghcr.io",
 				BaseImageRef:         "ghcr.io/gojek/turing/batch-ensembler:0.0.0-build.1-98b071d",
 				BuildNamespace:       "default",
@@ -254,7 +254,7 @@ func TestNewAppContext(t *testing.T) {
 
 	ensemblingImageBuilder, err := imagebuilder.NewEnsemblerJobImageBuilder(
 		nil,
-		testCfg.BatchEnsemblingConfig.ImageBuildingConfig,
+		*testCfg.BatchEnsemblingConfig.ImageBuildingConfig,
 	)
 	assert.Nil(t, err)
 

api/turing/api/ensembling_job_api_it_test.go

@@ -284,7 +284,11 @@ func TestIntegrationEnsemblingJobController_CreateEnsemblingJob(t *testing.T) {
 				EnsemblingJobService: ensemblingJobService,
 				MLPService:           mlpService,
 			}
-			_ = server.AddAPIRoutesHandler(router, "/", appCtx, &config.Config{})
+			_ = server.AddAPIRoutesHandler(router, "/", appCtx, &config.Config{
+				BatchEnsemblingConfig: config.BatchEnsemblingConfig{
+					Enabled: true,
+				},
+			})
 
 			actual := httptest.NewRecorder()
 
@@ -351,7 +355,11 @@ func TestIntegrationEnsemblingJobController_GetEnsemblingJob(t *testing.T) {
 			appCtx := &api.AppContext{
 				EnsemblingJobService: svc,
 			}
-			_ = server.AddAPIRoutesHandler(router, "/", appCtx, &config.Config{})
+			_ = server.AddAPIRoutesHandler(router, "/", appCtx, &config.Config{
+				BatchEnsemblingConfig: config.BatchEnsemblingConfig{
+					Enabled: true,
+				},
+			})
 
 			actual := httptest.NewRecorder()
 			request, err := http.NewRequest(tt.method, tt.path, nil)
@@ -513,7 +521,11 @@ func TestIntegrationEnsemblingJobController_ListEnsemblingJob(t *testing.T) {
 			appCtx := &api.AppContext{
 				EnsemblingJobService: svc,
 			}
-			_ = server.AddAPIRoutesHandler(router, "/", appCtx, &config.Config{})
+			_ = server.AddAPIRoutesHandler(router, "/", appCtx, &config.Config{
+				BatchEnsemblingConfig: config.BatchEnsemblingConfig{
+					Enabled: true,
+				},
+			})
 
 			actual := httptest.NewRecorder()
 

api/turing/config/config.go

@@ -53,7 +53,7 @@ type Config struct {
 	Port                   int `validate:"required"`
 	AllowedOrigins         []string
 	AuthConfig             *AuthorizationConfig
-	BatchEnsemblingConfig  *BatchEnsemblingConfig  `validate:"required"`
+	BatchEnsemblingConfig  BatchEnsemblingConfig   `validate:"required"`
 	DbConfig               *DatabaseConfig         `validate:"required"`
 	DeployConfig           *DeploymentConfig       `validate:"required"`
 	SparkAppConfig         *SparkAppConfig         `validate:"required"`
@@ -94,10 +94,12 @@ func (c *Config) Validate() error {
 
 // BatchEnsemblingConfig captures the config related to the running of batch runners
 type BatchEnsemblingConfig struct {
-	Enabled             bool                `validate:"required"`
-	JobConfig           JobConfig           `validate:"required"`
-	RunnerConfig        RunnerConfig        `validate:"required"`
-	ImageBuildingConfig ImageBuildingConfig `validate:"required"`
+	// Unfortunately if Enabled is false and user sets JobConfig/RunnerConfig/ImageBuildingConfig wrongly
+	// it will still error out.
+	Enabled             bool
+	JobConfig           *JobConfig           `validate:"required_if=Enabled True"`
+	RunnerConfig        *RunnerConfig        `validate:"required_if=Enabled True"`
+	ImageBuildingConfig *ImageBuildingConfig `validate:"required_if=Enabled True"`
 	LoggingURLFormat    *string
 	MonitoringURLFormat *string
 }