Support importing local project files

Makefile

@@ -146,7 +146,6 @@ ci-build-images:
 	@./build/build-image.sh images/onnx-serve-gpu onnx-serve-gpu
 	@./build/build-image.sh images/operator operator
 	@./build/build-image.sh images/fluentd fluentd
-	@./build/build-image.sh images/python-packager python-packager
 	@./build/build-image.sh images/cluster-autoscaler cluster-autoscaler
 	@./build/build-image.sh images/nvidia nvidia
 	@./build/build-image.sh images/metrics-server metrics-server
@@ -165,7 +164,6 @@ ci-push-images:
 	@./build/push-image.sh onnx-serve-gpu
 	@./build/push-image.sh operator
 	@./build/push-image.sh fluentd
-	@./build/push-image.sh python-packager
 	@./build/push-image.sh cluster-autoscaler
 	@./build/push-image.sh nvidia
 	@./build/push-image.sh metrics-server

cli/cmd/deploy.go

@@ -18,15 +18,18 @@ package cmd
 
 import (
 	"fmt"
+	"io/ioutil"
 
 	"github.com/spf13/cobra"
 
 	"github.com/cortexlabs/cortex/pkg/lib/console"
 	"github.com/cortexlabs/cortex/pkg/lib/errors"
+	"github.com/cortexlabs/cortex/pkg/lib/files"
 	"github.com/cortexlabs/cortex/pkg/lib/json"
 	s "github.com/cortexlabs/cortex/pkg/lib/strings"
 	"github.com/cortexlabs/cortex/pkg/lib/zip"
 	"github.com/cortexlabs/cortex/pkg/operator/api/schema"
+	"github.com/cortexlabs/cortex/pkg/operator/api/userconfig"
 )
 
 var flagDeployForce bool
@@ -53,21 +56,47 @@ func deploy(force bool, ignoreCache bool) {
 		errors.Exit(err)
 	}
 
-	zipInput := &zip.Input{
+	params := map[string]string{
+		"force":       s.Bool(force),
+		"ignoreCache": s.Bool(ignoreCache),
+	}
+
+	configBytes, err := ioutil.ReadFile("cortex.yaml")
+	if err != nil {
+		errors.Exit(errors.Wrap(err, "cortex.yaml", userconfig.ErrorReadConfig().Error()))
+	}
+
+	projectPaths, err := files.ListDirRecursive(root, false,
+		files.IgnoreCortexYAML,
+		files.IgnoreHiddenFiles,
+		files.IgnoreHiddenFolders,
+		files.IgnorePythonGeneratedFiles,
+	)
+	if err != nil {
+		errors.Exit(err)
+	}
+
+	projectZipBytes, err := zip.ToMem(&zip.Input{
 		FileLists: []zip.FileListInput{
 			{
-				Sources:      allConfigPaths(root),
+				Sources:      projectPaths,
 				RemovePrefix: root,
 			},
 		},
+	})
+
+	if err != nil {
+		errors.Exit(errors.Wrap(err, "failed to zip project folder"))
 	}
 
-	params := map[string]string{
-		"force":       s.Bool(force),
-		"ignoreCache": s.Bool(ignoreCache),
+	uploadInput := &HTTPUploadInput{
+		Bytes: map[string][]byte{
+			"cortex.yaml": configBytes,
+			"project.zip": projectZipBytes,
+		},
 	}
 
-	response, err := HTTPUploadZip("/deploy", zipInput, "config.zip", params)
+	response, err := HTTPUpload("/deploy", uploadInput, params)
 	if err != nil {
 		errors.Exit(err)
 	}

cli/cmd/get.go

@@ -174,8 +174,6 @@ func resourceByNameStr(resourceName string, resourcesRes *schema.GetResourcesRes
 		return "", err
 	}
 	switch resourceType := rs.GetResourceType(); resourceType {
-	case resource.PythonPackageType:
-		return describePythonPackage(resourceName, resourcesRes)
 	case resource.APIType:
 		return describeAPI(resourceName, resourcesRes, flagVerbose)
 	default:
@@ -185,8 +183,6 @@ func resourceByNameStr(resourceName string, resourcesRes *schema.GetResourcesRes
 
 func resourcesByTypeStr(resourceType resource.Type, resourcesRes *schema.GetResourcesResponse) (string, error) {
 	switch resourceType {
-	case resource.PythonPackageType:
-		return pythonPackagesStr(resourcesRes.DataStatuses, resourcesRes.Context), nil
 	case resource.APIType:
 		return apisStr(resourcesRes.APIGroupStatuses), nil
 	default:
@@ -196,8 +192,6 @@ func resourcesByTypeStr(resourceType resource.Type, resourcesRes *schema.GetReso
 
 func resourceByNameAndTypeStr(resourceName string, resourceType resource.Type, resourcesRes *schema.GetResourcesResponse, flagVerbose bool) (string, error) {
 	switch resourceType {
-	case resource.PythonPackageType:
-		return describePythonPackage(resourceName, resourcesRes)
 	case resource.APIType:
 		return describeAPI(resourceName, resourcesRes, flagVerbose)
 	default:
@@ -206,27 +200,11 @@ func resourceByNameAndTypeStr(resourceName string, resourceType resource.Type, r
 }
 
 func allResourcesStr(resourcesRes *schema.GetResourcesResponse) string {
-	ctx := resourcesRes.Context
-
 	out := ""
-	out += pythonPackagesStr(resourcesRes.DataStatuses, ctx)
 	out += apisStr(resourcesRes.APIGroupStatuses)
 	return out
 }
 
-func pythonPackagesStr(dataStatuses map[string]*resource.DataStatus, ctx *context.Context) string {
-	if len(ctx.PythonPackages) == 0 {
-		return ""
-	}
-
-	resources := make([]context.Resource, 0, len(ctx.PythonPackages))
-	for _, pythonPackage := range ctx.PythonPackages {
-		resources = append(resources, pythonPackage)
-	}
-
-	return "\n" + dataResourceTable(resources, dataStatuses, resource.PythonPackageType) + "\n"
-}
-
 func apisStr(apiGroupStatuses map[string]*resource.APIGroupStatus) string {
 	if len(apiGroupStatuses) == 0 {
 		return ""
@@ -235,15 +213,6 @@ func apisStr(apiGroupStatuses map[string]*resource.APIGroupStatus) string {
 	return "\n" + apiResourceTable(apiGroupStatuses)
 }
 
-func describePythonPackage(name string, resourcesRes *schema.GetResourcesResponse) (string, error) {
-	pythonPackage := resourcesRes.Context.PythonPackages[name]
-	if pythonPackage == nil {
-		return "", userconfig.ErrorUndefinedResource(name, resource.PythonPackageType)
-	}
-	dataStatus := resourcesRes.DataStatuses[pythonPackage.GetID()]
-	return dataStatusSummary(dataStatus), nil
-}
-
 func describeAPI(name string, resourcesRes *schema.GetResourcesResponse, flagVerbose bool) (string, error) {
 	groupStatus := resourcesRes.APIGroupStatuses[name]
 	if groupStatus == nil {
@@ -553,10 +522,6 @@ func dataResourceTable(resources []context.Resource, dataStatuses map[string]*re
 	}
 
 	title := resourceType.UserFacing()
-	if resourceType == resource.PythonPackageType {
-		title = resourceType.UserFacingPlural()
-	}
-
 	t := table.Table{
 		Headers: []table.Header{
 			{Title: title, MaxWidth: 32},
@@ -615,14 +580,8 @@ func titleStr(title string) string {
 }
 
 func resourceStatusesStr(resourcesRes *schema.GetResourcesResponse) string {
-	ctx := resourcesRes.Context
 	var titles, values []string
 
-	if len(ctx.PythonPackages) != 0 {
-		titles = append(titles, resource.PythonPackageType.UserFacingPlural())
-		values = append(values, pythonPackageStatusesStr(resourcesRes.DataStatuses, resourcesRes.Context))
-	}
-
 	if len(resourcesRes.APIGroupStatuses) != 0 {
 		titles = append(titles, resource.APIType.UserFacingPlural())
 		values = append(values, apiStatusesStr(resourcesRes.APIGroupStatuses))
@@ -643,16 +602,6 @@ func resourceStatusesStr(resourcesRes *schema.GetResourcesResponse) string {
 	return out
 }
 
-func pythonPackageStatusesStr(dataStatuses map[string]*resource.DataStatus, ctx *context.Context) string {
-	var statuses = make([]resource.Status, len(ctx.PythonPackages))
-	i := 0
-	for _, pythonPackage := range ctx.PythonPackages {
-		statuses[i] = dataStatuses[pythonPackage.GetID()]
-		i++
-	}
-	return StatusStr(statuses)
-}
-
 func apiStatusesStr(apiGroupStatuses map[string]*resource.APIGroupStatus) string {
 	var statuses = make([]resource.Status, len(apiGroupStatuses))
 	i := 0

cli/cmd/lib_config_reader.go

@@ -20,10 +20,8 @@ import (
 	"os"
 	"path/filepath"
 
-	"github.com/cortexlabs/cortex/pkg/consts"
 	"github.com/cortexlabs/cortex/pkg/lib/errors"
 	"github.com/cortexlabs/cortex/pkg/lib/files"
-	"github.com/cortexlabs/cortex/pkg/lib/sets/strset"
 	"github.com/cortexlabs/cortex/pkg/operator/api/userconfig"
 )
 
@@ -68,27 +66,6 @@ func pythonPaths(dir string) []string {
 	return pyPaths
 }
 
-func allConfigPaths(root string) []string {
-	exportPaths := strset.New()
-	requirementsPath := filepath.Join(root, consts.RequirementsTxt)
-	if err := files.CheckFile(requirementsPath); err == nil {
-		exportPaths.Add(requirementsPath)
-	}
-
-	customPackagesRoot := filepath.Join(root, consts.PackageDir)
-	if err := files.CheckDir(customPackagesRoot); err == nil {
-		customPackagesPaths, err := files.ListDirRecursive(customPackagesRoot, false, files.IgnoreHiddenFiles, files.IgnoreHiddenFolders, files.IgnorePythonGeneratedFiles)
-		if err != nil {
-			errors.Exit(err)
-		}
-		exportPaths.Add(customPackagesPaths...)
-	}
-	exportPaths.Add(yamlPaths(root)...)
-	exportPaths.Add(pythonPaths(root)...)
-
-	return exportPaths.Slice()
-}
-
 func appNameFromConfig() (string, error) {
 	appRoot := mustAppRoot()
 	return userconfig.ReadAppName(filepath.Join(appRoot, "cortex.yaml"), "cortex.yaml")

cortex.sh

@@ -171,7 +171,6 @@ export CORTEX_IMAGE_FLUENTD="${CORTEX_IMAGE_FLUENTD:-cortexlabs/fluentd:$CORTEX_
 export CORTEX_IMAGE_OPERATOR="${CORTEX_IMAGE_OPERATOR:-cortexlabs/operator:$CORTEX_VERSION_STABLE}"
 export CORTEX_IMAGE_TF_SERVE="${CORTEX_IMAGE_TF_SERVE:-cortexlabs/tf-serve:$CORTEX_VERSION_STABLE}"
 export CORTEX_IMAGE_TF_API="${CORTEX_IMAGE_TF_API:-cortexlabs/tf-api:$CORTEX_VERSION_STABLE}"
-export CORTEX_IMAGE_PYTHON_PACKAGER="${CORTEX_IMAGE_PYTHON_PACKAGER:-cortexlabs/python-packager:$CORTEX_VERSION_STABLE}"
 export CORTEX_IMAGE_TF_SERVE_GPU="${CORTEX_IMAGE_TF_SERVE_GPU:-cortexlabs/tf-serve-gpu:$CORTEX_VERSION_STABLE}"
 export CORTEX_IMAGE_ONNX_SERVE="${CORTEX_IMAGE_ONNX_SERVE:-cortexlabs/onnx-serve:$CORTEX_VERSION_STABLE}"
 export CORTEX_IMAGE_ONNX_SERVE_GPU="${CORTEX_IMAGE_ONNX_SERVE_GPU:-cortexlabs/onnx-serve-gpu:$CORTEX_VERSION_STABLE}"
@@ -231,7 +230,6 @@ function install_cortex() {
     -e CORTEX_IMAGE_OPERATOR=$CORTEX_IMAGE_OPERATOR \
     -e CORTEX_IMAGE_TF_SERVE=$CORTEX_IMAGE_TF_SERVE \
     -e CORTEX_IMAGE_TF_API=$CORTEX_IMAGE_TF_API \
-    -e CORTEX_IMAGE_PYTHON_PACKAGER=$CORTEX_IMAGE_PYTHON_PACKAGER \
     -e CORTEX_IMAGE_TF_SERVE_GPU=$CORTEX_IMAGE_TF_SERVE_GPU \
     -e CORTEX_IMAGE_ONNX_SERVE=$CORTEX_IMAGE_ONNX_SERVE \
     -e CORTEX_IMAGE_ONNX_SERVE_GPU=$CORTEX_IMAGE_ONNX_SERVE_GPU \

dev/registry.sh

@@ -44,7 +44,6 @@ function create_registry() {
   aws ecr create-repository --repository-name=cortexlabs/operator --region=$REGISTRY_REGION || true
   aws ecr create-repository --repository-name=cortexlabs/tf-serve --region=$REGISTRY_REGION || true
   aws ecr create-repository --repository-name=cortexlabs/tf-api --region=$REGISTRY_REGION || true
-  aws ecr create-repository --repository-name=cortexlabs/python-packager --region=$REGISTRY_REGION || true
   aws ecr create-repository --repository-name=cortexlabs/tf-serve-gpu --region=$REGISTRY_REGION || true
   aws ecr create-repository --repository-name=cortexlabs/onnx-serve --region=$REGISTRY_REGION || true
   aws ecr create-repository --repository-name=cortexlabs/onnx-serve-gpu --region=$REGISTRY_REGION || true
@@ -129,7 +128,6 @@ elif [ "$cmd" = "update" ]; then
     build_and_push $ROOT/images/tf-serve tf-serve latest
     build_and_push $ROOT/images/tf-serve-gpu tf-serve-gpu latest
     build_and_push $ROOT/images/onnx-serve-gpu onnx-serve-gpu latest
-    build_and_push $ROOT/images/python-packager python-packager latest
     build_and_push $ROOT/images/cluster-autoscaler cluster-autoscaler latest
     build_and_push $ROOT/images/nvidia nvidia latest
     build_and_push $ROOT/images/metrics-server metrics-server latest

docs/cluster/config.md

@@ -51,7 +51,6 @@ export CORTEX_IMAGE_TF_API="cortexlabs/tf-api:master"
 export CORTEX_IMAGE_TF_SERVE_GPU="cortexlabs/tf-serve-gpu:master"
 export CORTEX_IMAGE_ONNX_SERVE="cortexlabs/onnx-serve:master"
 export CORTEX_IMAGE_ONNX_SERVE_GPU="cortexlabs/onnx-serve-gpu:master"
-export CORTEX_IMAGE_PYTHON_PACKAGER="cortexlabs/python-packager:master"
 export CORTEX_IMAGE_CLUSTER_AUTOSCALER="cortexlabs/cluster-autoscaler:master"
 export CORTEX_IMAGE_NVIDIA="cortexlabs/nvidia:master"
 export CORTEX_IMAGE_METRICS_SERVER="cortexlabs/metrics-server:master"

docs/cluster/development.md

@@ -69,7 +69,6 @@ export CORTEX_IMAGE_OPERATOR="XXXXXXXX.dkr.ecr.us-west-2.amazonaws.com/cortexlab
 export CORTEX_IMAGE_TF_SERVE="XXXXXXXX.dkr.ecr.us-west-2.amazonaws.com/cortexlabs/tf-serve:latest"
 export CORTEX_IMAGE_TF_SERVE_GPU="XXXXXXXX.dkr.ecr.us-west-2.amazonaws.com/cortexlabs/tf-serve-gpu:latest"
 export CORTEX_IMAGE_TF_API="XXXXXXXX.dkr.ecr.us-west-2.amazonaws.com/cortexlabs/tf-api:latest"
-export CORTEX_IMAGE_PYTHON_PACKAGER="XXXXXXXX.dkr.ecr.us-west-2.amazonaws.com/cortexlabs/python-packager:latest"
 export CORTEX_IMAGE_CLUSTER_AUTOSCALER="XXXXXXXX.dkr.ecr.us-west-2.amazonaws.com/cortexlabs/cluster-autoscaler:latest"
 export CORTEX_IMAGE_NVIDIA="XXXXXXXX.dkr.ecr.us-west-2.amazonaws.com/cortexlabs/nvidia:latest"
 export CORTEX_IMAGE_METRICS_SERVER="XXXXXXXX.dkr.ecr.us-west-2.amazonaws.com/cortexlabs/metrics-server:latest"

docs/deployments/python-packages.md

@@ -12,35 +12,3 @@ Cortex looks for a `requirements.txt` file in the top level cortex directory (in
 ├── ...
 └── requirements.txt
 ```
-
-## Custom Packages
-
-Cortex looks for your Python packages in the directory `./packages/<package name>`. The package must have a `setup.py` in the root of the package directory with the name set to your package name. Cortex will run `pip3 wheel -w wheelhouse ./packages/<package name>` to construct wheels for the Python Project.
-
-```text
-./iris/
-├── cortex.yaml
-├── ...
-└── packages
-    └── acme-util
-        ├── acme-util/
-        |   ├── util_a.py
-        |   └── util_b.py
-        └── setup.py
-```
-
-Sample `setup.py`
-
-```python
-from distutils.core import setup
-
-setup(
-    name="acme-util",
-    version="0.0.1",
-    description="",
-    author="ACME C. M. Exists",
-    author_email="acme@acme.com",
-    packages=["acme-util"],
-    install_requires=["pyyaml==3.13"],
-)
-```

examples/text-generator/cortex.yaml

@@ -4,6 +4,6 @@
 - kind: api
   name: generator
   model: s3://cortex-examples/gpt-2/774
-  request_handler: encoder.py
+  request_handler: handler.py
   compute:
     gpu: 1

examples/text-generator/encoder.py

@@ -115,16 +115,3 @@ def get_encoder():
     )
     bpe_merges = [tuple(merge_str.split()) for merge_str in bpe_data.split("\n")[1:-1]]
     return Encoder(encoder=encoder, bpe_merges=bpe_merges)
-
-
-encoder = get_encoder()
-
-
-def pre_inference(sample, metadata):
-    context = encoder.encode(sample["text"])
-    return {"context": [context]}
-
-
-def post_inference(prediction, metadata):
-    response = prediction["response"]["sample"]
-    return {encoder.decode(response)}

examples/text-generator/handler.py

@@ -0,0 +1,13 @@
+from encoder import get_encoder
+
+encoder = get_encoder()
+
+
+def pre_inference(sample, metadata):
+    context = encoder.encode(sample["text"])
+    return {"context": [context]}
+
+
+def post_inference(prediction, metadata):
+    response = prediction["response"]["sample"]
+    return {encoder.decode(response)}

images/onnx-serve-gpu/Dockerfile

@@ -26,7 +26,7 @@ RUN apt-get update -qq && apt-get install -y -q \
     && apt-get clean -qq && rm -rf /var/lib/apt/lists/*
 
 
-ENV PYTHONPATH="/src:${PYTHONPATH}"
+ENV PYTHONPATH "${PYTHONPATH}:/src:/mnt/project"
 
 COPY pkg/workloads/cortex/lib/requirements.txt /src/cortex/lib/requirements.txt
 COPY pkg/workloads/cortex/onnx_serve/requirements.txt /src/cortex/onnx_serve/requirements.txt
@@ -39,4 +39,4 @@ COPY pkg/workloads/cortex/consts.py /src/cortex
 COPY pkg/workloads/cortex/lib /src/cortex/lib
 COPY pkg/workloads/cortex/onnx_serve /src/cortex/onnx_serve
 
-ENTRYPOINT ["/usr/bin/python3", "/src/cortex/onnx_serve/api.py"]
+ENTRYPOINT ["/src/cortex/onnx_serve/run.sh"]

images/onnx-serve/Dockerfile

@@ -26,7 +26,7 @@ RUN apt-get update -qq && apt-get install -y -q \
     && apt-get clean -qq && rm -rf /var/lib/apt/lists/*
 
 
-ENV PYTHONPATH="/src:${PYTHONPATH}"
+ENV PYTHONPATH "${PYTHONPATH}:/src:/mnt/project"
 
 COPY pkg/workloads/cortex/lib/requirements.txt /src/cortex/lib/requirements.txt
 COPY pkg/workloads/cortex/onnx_serve/requirements.txt /src/cortex/onnx_serve/requirements.txt
@@ -39,4 +39,4 @@ COPY pkg/workloads/cortex/consts.py /src/cortex
 COPY pkg/workloads/cortex/lib /src/cortex/lib
 COPY pkg/workloads/cortex/onnx_serve /src/cortex/onnx_serve
 
-ENTRYPOINT ["/usr/bin/python3", "/src/cortex/onnx_serve/api.py"]
+ENTRYPOINT ["/src/cortex/onnx_serve/run.sh"]