fix: Fix the go build and use CgoArrowAllocator to prevent incorrect …

…garbage collection (#2919) * Temp fix Signed-off-by: Kevin Zhang <kzhang@tecton.ai> * Temp fix Signed-off-by: Kevin Zhang <kzhang@tecton.ai> * Fix Signed-off-by: Kevin Zhang <kzhang@tecton.ai> * Fix Signed-off-by: Kevin Zhang <kzhang@tecton.ai> * add dynamic linking flags Signed-off-by: Kevin Zhang <kzhang@tecton.ai> * Update gitignore Signed-off-by: Kevin Zhang <kzhang@tecton.ai> * Fix Signed-off-by: Kevin Zhang <kzhang@tecton.ai> * Fix Signed-off-by: Kevin Zhang <kzhang@tecton.ai> * Fix workflows Signed-off-by: Kevin Zhang <kzhang@tecton.ai> * Fix Signed-off-by: Kevin Zhang <kzhang@tecton.ai> * Fix Signed-off-by: Kevin Zhang <kzhang@tecton.ai> * Fix Signed-off-by: Kevin Zhang <kzhang@tecton.ai> * Fix Signed-off-by: Kevin Zhang <kzhang@tecton.ai> * Fix Signed-off-by: Kevin Zhang <kzhang@tecton.ai> * Fix Signed-off-by: Kevin Zhang <kzhang@tecton.ai> * Fix Signed-off-by: Kevin Zhang <kzhang@tecton.ai> * Fix Signed-off-by: Kevin Zhang <kzhang@tecton.ai> * Fix Signed-off-by: Kevin Zhang <kzhang@tecton.ai> * Fix Signed-off-by: Kevin Zhang <kzhang@tecton.ai> * Fix Signed-off-by: Kevin Zhang <kzhang@tecton.ai> * Fix Signed-off-by: Kevin Zhang <kzhang@tecton.ai> * Fix Signed-off-by: Kevin Zhang <kzhang@tecton.ai> * Fix Signed-off-by: Kevin Zhang <kzhang@tecton.ai> * Fix Signed-off-by: Kevin Zhang <kzhang@tecton.ai> * Fix Signed-off-by: Kevin Zhang <kzhang@tecton.ai> * Fix Signed-off-by: Kevin Zhang <kzhang@tecton.ai> * Fix Signed-off-by: Kevin Zhang <kzhang@tecton.ai> * Fix Signed-off-by: Kevin Zhang <kzhang@tecton.ai> * Fix Signed-off-by: Kevin Zhang <kzhang@tecton.ai> * Fix Signed-off-by: Kevin Zhang <kzhang@tecton.ai> * fix Signed-off-by: Kevin Zhang <kzhang@tecton.ai> * Fix Signed-off-by: Kevin Zhang <kzhang@tecton.ai> * Fix Signed-off-by: Kevin Zhang <kzhang@tecton.ai> * Fix Signed-off-by: Kevin Zhang <kzhang@tecton.ai> * Fix Signed-off-by: Kevin Zhang <kzhang@tecton.ai> * Fix Signed-off-by: Kevin Zhang <kzhang@tecton.ai> * Fix Signed-off-by: Kevin Zhang <kzhang@tecton.ai> * fix Signed-off-by: Kevin Zhang <kzhang@tecton.ai> * Fix Signed-off-by: Kevin Zhang <kzhang@tecton.ai>
feast-dev · Jul 14, 2022 · a8ada8b · a8ada8b
1 parent 5a93790
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diff --git a/.github/workflows/build_wheels.yml b/.github/workflows/build_wheels.yml
@@ -62,6 +62,18 @@ jobs:
           registry-url: 'https://registry.npmjs.org'
       - name: Build UI
         run: make build-ui
+      - name: Install apache-arrow on ubuntu
+        if: matrix.os == 'ubuntu-latest'
+        run: |
+            sudo apt update
+            sudo apt install -y -V ca-certificates lsb-release wget
+            wget https://apache.jfrog.io/artifactory/arrow/$(lsb_release --id --short | tr 'A-Z' 'a-z')/apache-arrow-apt-source-latest-$(lsb_release --codename --short).deb
+            sudo apt install -y -V ./apache-arrow-apt-source-latest-$(lsb_release --codename --short).deb
+            sudo apt update
+            sudo apt install -y -V libarrow-dev
+      - name: Install apache-arrow on macos
+        if: matrix.os == 'macOS-latest'
+        run: brew install apache-arrow
       - name: Build wheels
         uses: pypa/cibuildwheel@v2.7.0
         env:

diff --git a/.github/workflows/linter.yml b/.github/workflows/linter.yml
@@ -39,6 +39,14 @@ jobs:
             ${{ runner.os }}-${{ steps.setup-python.outputs.python-version }}-pip-
       - name: Install pip-tools
         run: pip install pip-tools
+      - name: Install apache-arrow on ubuntu
+        run: |
+            sudo apt update
+            sudo apt install -y -V ca-certificates lsb-release wget
+            wget https://apache.jfrog.io/artifactory/arrow/$(lsb_release --id --short | tr 'A-Z' 'a-z')/apache-arrow-apt-source-latest-$(lsb_release --codename --short).deb
+            sudo apt install -y -V ./apache-arrow-apt-source-latest-$(lsb_release --codename --short).deb
+            sudo apt update
+            sudo apt install -y -V libarrow-dev
       - name: Install dependencies
         run: |
           make compile-protos-go
@@ -63,7 +71,13 @@ jobs:
       - name: Upgrade pip version
         run: |
           pip install --upgrade "pip>=21.3.1,<22.1"
-      - name: Install dependencies
-        run:  make install-go-proto-dependencies
+      - name: Install apache-arrow on ubuntu
+        run: |
+            sudo apt update
+            sudo apt install -y -V ca-certificates lsb-release wget
+            wget https://apache.jfrog.io/artifactory/arrow/$(lsb_release --id --short | tr 'A-Z' 'a-z')/apache-arrow-apt-source-latest-$(lsb_release --codename --short).deb
+            sudo apt install -y -V ./apache-arrow-apt-source-latest-$(lsb_release --codename --short).deb
+            sudo apt update
+            sudo apt install -y -V libarrow-dev
       - name: Lint go
         run: make lint-go
diff --git a/.github/workflows/master_only.yml b/.github/workflows/master_only.yml
@@ -127,6 +127,18 @@ jobs:
             ${{ runner.os }}-${{ steps.setup-python.outputs.python-version }}-pip-
       - name: Install pip-tools
         run: pip install pip-tools
+      - name: Install apache-arrow on ubuntu
+        if: matrix.os == 'ubuntu-latest'
+        run: |
+            sudo apt update
+            sudo apt install -y -V ca-certificates lsb-release wget
+            wget https://apache.jfrog.io/artifactory/arrow/$(lsb_release --id --short | tr 'A-Z' 'a-z')/apache-arrow-apt-source-latest-$(lsb_release --codename --short).deb
+            sudo apt install -y -V ./apache-arrow-apt-source-latest-$(lsb_release --codename --short).deb
+            sudo apt update
+            sudo apt install -y -V libarrow-dev
+      - name: Install apache-arrow on macos
+        if: matrix.os == 'macOS-latest'
+        run: brew install apache-arrow
       - name: Install dependencies
         run: make install-python-ci-dependencies
       - name: Setup Redis Cluster

diff --git a/.github/workflows/pr_integration_tests.yml b/.github/workflows/pr_integration_tests.yml
@@ -153,6 +153,18 @@ jobs:
             ${{ runner.os }}-${{ steps.setup-python.outputs.python-version }}-pip-
       - name: Install pip-tools
         run: pip install pip-tools
+      - name: Install apache-arrow on ubuntu
+        if: matrix.os == 'ubuntu-latest'
+        run: |
+            sudo apt update
+            sudo apt install -y -V ca-certificates lsb-release wget
+            wget https://apache.jfrog.io/artifactory/arrow/$(lsb_release --id --short | tr 'A-Z' 'a-z')/apache-arrow-apt-source-latest-$(lsb_release --codename --short).deb
+            sudo apt install -y -V ./apache-arrow-apt-source-latest-$(lsb_release --codename --short).deb
+            sudo apt update
+            sudo apt install -y -V libarrow-dev
+      - name: Install apache-arrow on macos
+        if: matrix.os == 'macOS-latest'
+        run: brew install apache-arrow
       - name: Install dependencies
         run: make install-python-ci-dependencies
       - name: Setup Redis Cluster

diff --git a/.github/workflows/unit_tests.yml b/.github/workflows/unit_tests.yml
@@ -54,6 +54,18 @@ jobs:
             ${{ runner.os }}-${{ steps.setup-python.outputs.python-version }}-pip-
       - name: Install pip-tools
         run: pip install pip-tools
+      - name: Install apache-arrow on ubuntu
+        if: matrix.os == 'ubuntu-latest'
+        run: |
+            sudo apt update
+            sudo apt install -y -V ca-certificates lsb-release wget
+            wget https://apache.jfrog.io/artifactory/arrow/$(lsb_release --id --short | tr 'A-Z' 'a-z')/apache-arrow-apt-source-latest-$(lsb_release --codename --short).deb
+            sudo apt install -y -V ./apache-arrow-apt-source-latest-$(lsb_release --codename --short).deb
+            sudo apt update
+            sudo apt install -y -V libarrow-dev
+      - name: Install apache-arrow on macos
+        if: matrix.os == 'macOS-latest'
+        run: brew install apache-arrow
       - name: Install dependencies
         run: make install-python-ci-dependencies
       - name: Test Python
@@ -92,9 +104,13 @@ jobs:
         uses: actions/setup-go@v2
         with:
           go-version: 1.18.0
-      - name: Install dependencies
-        run: make install-go-proto-dependencies
-      - name: Compile protos
-        run: make compile-protos-go
+      - name: Install apache-arrow on ubuntu
+        run: |
+            sudo apt update
+            sudo apt install -y -V ca-certificates lsb-release wget
+            wget https://apache.jfrog.io/artifactory/arrow/$(lsb_release --id --short | tr 'A-Z' 'a-z')/apache-arrow-apt-source-latest-$(lsb_release --codename --short).deb
+            sudo apt install -y -V ./apache-arrow-apt-source-latest-$(lsb_release --codename --short).deb
+            sudo apt update
+            sudo apt install -y -V libarrow-dev
       - name: Test
         run: make test-go
diff --git a/Makefile b/Makefile
@@ -172,12 +172,12 @@ install-go-proto-dependencies:
 install-go-ci-dependencies:
 	# TODO: currently gopy installation doesn't work w/o explicit go get in the next line
 	# TODO: there should be a better way to install gopy
-	go get github.com/go-python/gopy@v0.4.0
+	go get github.com/go-python/gopy@v0.4.4
 	go install golang.org/x/tools/cmd/goimports
 	# The `go get` command on the previous lines download the lib along with replacing the dep to `feast-dev/gopy`
 	# but the following command is needed to install it for some reason.
 	go install github.com/go-python/gopy
-	python -m pip install pybindgen==0.22.0
+	python -m pip install pybindgen==0.22.0 protobuf==3.20.1
 
 install-protoc-dependencies:
 	pip install grpcio-tools==1.47.0 mypy-protobuf==3.1.0
@@ -186,18 +186,21 @@ compile-protos-go: install-go-proto-dependencies install-protoc-dependencies
 	python setup.py build_go_protos
 
 compile-go-lib: install-go-proto-dependencies install-go-ci-dependencies
-	COMPILE_GO=True python setup.py build_ext --inplace
+	CGO_LDFLAGS_ALLOW=".*" COMPILE_GO=True python setup.py build_ext --inplace
 
-# Needs feast package to setup the feature store
-test-go: compile-protos-go
+install-feast-ci-locally:
 	pip install -e ".[ci]"
-	go test ./...
+
+# Needs feast package to setup the feature store
+# CGO flag is due to this issue: https://github.com/golang/go/wiki/InvalidFlag
+test-go: compile-protos-go compile-go-lib install-feast-ci-locally
+	CGO_LDFLAGS_ALLOW=".*" go test -tags cgo,ccalloc ./...
 
 format-go:
 	gofmt -s -w go/
 
-lint-go: compile-protos-go
-	go vet ./go/internal/feast ./go/embedded
+lint-go: compile-protos-go compile-go-lib
+	go vet -tags cgo,ccalloc ./go/internal/feast ./go/embedded
 
 # Docker
 

diff --git a/docs/reference/feature-servers/go-feature-retrieval.md b/docs/reference/feature-servers/go-feature-retrieval.md
@@ -16,8 +16,20 @@ However, some additional dependencies are required for Go <-> Python interoperab
 ```
 pip install feast[go]
 ```
+You will also have to install the apache-arrow c++ libraries, since we use the cgo memory allocator to prevent memory from being incorrectly garbage collected, detailed in these [docs](https://pkg.go.dev/github.com/apache/arrow/go/arrow@v0.0.0-20211112161151-bc219186db40/cdata#ExportArrowRecordBatch).
 
-For developers, if you want to build from source, run `make compile-go-lib` to build and compile the go server.
+For macos, run `brew install apache-arrow`.
+For linux users, you have to install `libarrow-dev`.
+```
+sudo apt update
+sudo apt install -y -V ca-certificates lsb-release wget
+wget https://apache.jfrog.io/artifactory/arrow/$(lsb_release --id --short | tr 'A-Z' 'a-z')/apache-arrow-apt-source-latest-$(lsb_release --codename --short).deb
+sudo apt install -y -V ./apache-arrow-apt-source-latest-$(lsb_release --codename --short).deb
+sudo apt update
+sudo apt install -y -V libarrow-dev # For C++
+```
+
+For developers, if you want to build from source, run `make compile-go-lib` to build and compile the go server. In order to build the go binaries, you will need to install the `apache-arrow` c++ libraries.
 
 ## Usage
 
@@ -63,7 +75,7 @@ feature_server:
     emit_timeout_micro_secs: 10000
     queue_capacity: 10000
 ```
-All these parameters are optional. 
+All these parameters are optional.
 
 ## Future/Current Work
 

diff --git a/go.mod b/go.mod
@@ -2,12 +2,10 @@ module github.com/feast-dev/feast
 
 go 1.17
 
-replace github.com/go-python/gopy v0.4.0 => github.com/feast-dev/gopy v0.4.1-0.20220429180328-4257ac71a4d0
-
 require (
 	github.com/apache/arrow/go/v8 v8.0.0
 	github.com/ghodss/yaml v1.0.0
-	github.com/go-python/gopy v0.4.0
+	github.com/go-python/gopy v0.4.4
 	github.com/go-redis/redis/v8 v8.11.4
 	github.com/golang/protobuf v1.5.2
 	github.com/google/uuid v1.3.0
@@ -28,6 +26,8 @@ require (
 	github.com/dgryski/go-rendezvous v0.0.0-20200823014737-9f7001d12a5f // indirect
 	github.com/goccy/go-json v0.9.6 // indirect
 	github.com/golang/snappy v0.0.4 // indirect
+	github.com/gonuts/commander v0.1.0 // indirect
+	github.com/gonuts/flag v0.1.0 // indirect
 	github.com/google/flatbuffers v2.0.6+incompatible // indirect
 	github.com/klauspost/asmfmt v1.3.2 // indirect
 	github.com/klauspost/compress v1.15.1 // indirect
@@ -38,7 +38,7 @@ require (
 	github.com/pmezard/go-difflib v1.0.0 // indirect
 	github.com/zeebo/xxh3 v1.0.2 // indirect
 	golang.org/x/exp v0.0.0-20220407100705-7b9b53b0aca4 // indirect
-	golang.org/x/mod v0.6.0-dev.0.20220106191415-9b9b3d81d5e3 // indirect
+	golang.org/x/mod v0.6.0-dev.0.20220419223038-86c51ed26bb4 // indirect
 	golang.org/x/net v0.0.0-20220407224826-aac1ed45d8e3 // indirect
 	golang.org/x/sys v0.0.0-20220412211240-33da011f77ad // indirect
 	golang.org/x/text v0.3.7 // indirect

diff --git a/go.sum b/go.sum
@@ -87,8 +87,6 @@ github.com/envoyproxy/go-control-plane v0.9.10-0.20210907150352-cf90f659a021/go.
 github.com/envoyproxy/go-control-plane v0.10.2-0.20220325020618-49ff273808a1/go.mod h1:KJwIaB5Mv44NWtYuAOFCVOjcI94vtpEz2JU/D2v6IjE=
 github.com/envoyproxy/protoc-gen-validate v0.1.0/go.mod h1:iSmxcyjqTsJpI2R4NaDN7+kN2VEUnK/pcBlmesArF7c=
 github.com/fatih/color v1.7.0/go.mod h1:Zm6kSWBoL9eyXnKyktHP6abPY2pDugNf5KwzbycvMj4=
-github.com/feast-dev/gopy v0.4.1-0.20220429180328-4257ac71a4d0 h1:Go714ObVP1O+a6qK7haXVL28QNm6WMD8bwnN9EA8PlM=
-github.com/feast-dev/gopy v0.4.1-0.20220429180328-4257ac71a4d0/go.mod h1:ZO6vpitQ61NVoQP/2yOubPS6ET5pP3CAWCiMYn5eqCc=
 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/franela/goblin v0.0.0-20200105215937-c9ffbefa60db/go.mod h1:7dvUGVsVBjqR7JHJk0brhHOZYGmfBYOrK0ZhYMEtBr4=
@@ -112,6 +110,8 @@ github.com/go-logfmt/logfmt v0.3.0/go.mod h1:Qt1PoO58o5twSAckw1HlFXLmHsOX5/0LbT9
 github.com/go-logfmt/logfmt v0.4.0/go.mod h1:3RMwSq7FuexP4Kalkev3ejPJsZTpXXBr9+V4qmtdjCk=
 github.com/go-logfmt/logfmt v0.5.0/go.mod h1:wCYkCAKZfumFQihp8CzCvQ3paCTfi41vtzG1KdI/P7A=
 github.com/go-logr/logr v0.4.0/go.mod h1:z6/tIYblkpsD+a4lm/fGIIU9mZ+XfAiaFtq7xTgseGU=
+github.com/go-python/gopy v0.4.4 h1:3LTsrfVcmg2VEM6wU+eh4d9EZn5H2iogObXjiQHrF8Q=
+github.com/go-python/gopy v0.4.4/go.mod h1:tlA/KcD7rM8B+NQJR4SASwiinfKY0aiMFanHszR8BZA=
 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=
@@ -147,7 +147,9 @@ github.com/golang/protobuf v1.5.2/go.mod h1:XVQd3VNwM+JqD3oG2Ue2ip4fOMUkwXdXDdiu
 github.com/golang/snappy v0.0.0-20180518054509-2e65f85255db/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 h1:EcDTiVw9oAVORFjQOEOuHQqcl6OXMyTgELocTq6zJ0I=
 github.com/gonuts/commander v0.1.0/go.mod h1:qkb5mSlcWodYgo7vs8ulLnXhfinhZsZcm6+H/z1JjgY=
+github.com/gonuts/flag v0.1.0 h1:fqMv/MZ+oNGu0i9gp0/IQ/ZaPIDoAZBOBaJoV7viCWM=
 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=
@@ -439,8 +441,9 @@ golang.org/x/mod v0.5.1/go.mod h1:5OXOZSfqPIIbmVBIIKWRFfZjPR0E5r58TLhUjH0a2Ro=
 golang.org/x/mod v0.5.1/go.mod h1:5OXOZSfqPIIbmVBIIKWRFfZjPR0E5r58TLhUjH0a2Ro=
 golang.org/x/mod v0.6.0-dev.0.20211013180041-c96bc1413d57/go.mod h1:3p9vT2HGsQu2K1YbXdKPJLVgG5VJdoTa1poYQBtP1AY=
 golang.org/x/mod v0.6.0-dev.0.20211013180041-c96bc1413d57/go.mod h1:3p9vT2HGsQu2K1YbXdKPJLVgG5VJdoTa1poYQBtP1AY=
-golang.org/x/mod v0.6.0-dev.0.20220106191415-9b9b3d81d5e3 h1:kQgndtyPBW/JIYERgdxfwMYh3AVStj88WQTlNDi2a+o=
 golang.org/x/mod v0.6.0-dev.0.20220106191415-9b9b3d81d5e3/go.mod h1:3p9vT2HGsQu2K1YbXdKPJLVgG5VJdoTa1poYQBtP1AY=
+golang.org/x/mod v0.6.0-dev.0.20220419223038-86c51ed26bb4 h1:6zppjxzCulZykYSLyVDYbneBfbaBIQPYMevg0bEwv2s=
+golang.org/x/mod v0.6.0-dev.0.20220419223038-86c51ed26bb4/go.mod h1:jJ57K6gSWd91VN4djpZkiMVwK6gcyfeH4XE8wZrZaV4=
 golang.org/x/net v0.0.0-20180724234803-3673e40ba225/go.mod h1:mL1N/T3taQHkDXs73rZJwtUhF3w3ftmwwsq0BUmARs4=
 golang.org/x/net v0.0.0-20180826012351-8a410e7b638d/go.mod h1:mL1N/T3taQHkDXs73rZJwtUhF3w3ftmwwsq0BUmARs4=
 golang.org/x/net v0.0.0-20180906233101-161cd47e91fd/go.mod h1:mL1N/T3taQHkDXs73rZJwtUhF3w3ftmwwsq0BUmARs4=

diff --git a/go/embedded/online_features.go b/go/embedded/online_features.go
@@ -180,7 +180,7 @@ func (s *OnlineFeatureService) GetOnlineFeatures(
 
 	outputFields := make([]arrow.Field, 0)
 	outputColumns := make([]arrow.Array, 0)
-	pool := memory.NewGoAllocator()
+	pool := memory.NewCgoArrowAllocator()
 	for _, featureVector := range resp {
 		outputFields = append(outputFields,
 			arrow.Field{

diff --git a/go/internal/feast/onlinestore/sqliteonlinestore_test.go b/go/internal/feast/onlinestore/sqliteonlinestore_test.go
@@ -17,9 +17,9 @@ import (
 func TestSqliteAndFeatureRepoSetup(t *testing.T) {
 	dir := t.TempDir()
 	feature_repo_path := filepath.Join(dir, "feature_repo")
+
 	err := test.SetupCleanFeatureRepo(dir)
 	assert.Nil(t, err)
-
 	config, err := registry.NewRepoConfigFromFile(feature_repo_path)
 	assert.Nil(t, err)
 	assert.Equal(t, "feature_repo", config.Project)
@@ -37,9 +37,9 @@ func TestSqliteOnlineRead(t *testing.T) {
 	dir := t.TempDir()
 	feature_repo_path := filepath.Join(dir, "feature_repo")
 	test.SetupCleanFeatureRepo(dir)
-
 	config, err := registry.NewRepoConfigFromFile(feature_repo_path)
 	assert.Nil(t, err)
+
 	store, err := NewSqliteOnlineStore("feature_repo", config, config.OnlineStore)
 	defer store.Destruct()
 	assert.Nil(t, err)

diff --git a/setup.py b/setup.py
@@ -430,7 +430,7 @@ def build_extension(self, ext: Extension):
         destination = os.path.dirname(os.path.abspath(self.get_ext_fullpath(ext.name)))
         subprocess.check_call(["go", "install", "golang.org/x/tools/cmd/goimports"],
                               env={"PATH": bin_path, **go_env})
-        subprocess.check_call(["go", "get", "github.com/go-python/gopy@v0.4.0"],
+        subprocess.check_call(["go", "get", "github.com/go-python/gopy@v0.4.4"],
                               env={"PATH": bin_path, **go_env})
         subprocess.check_call(["go", "install", "github.com/go-python/gopy"],
                               env={"PATH": bin_path, **go_env})
@@ -442,6 +442,9 @@ def build_extension(self, ext: Extension):
                 destination,
                 "-vm",
                 sys.executable,
+                "--build-tags",
+                'cgo,ccalloc',
+                "--dynamic-link=True",
                 "-no-make",
                 *ext.sources,
             ],