Repository: argoproj-labs/old-argo-dataflow (language: python)

Issue:
Allow user to specify the base image for code steps
Currently, we just use the runner image. We need to allow users to specify their own image so that can build it with all the dependencies they need baked in.


Discussion / hints:

Fix patch:
diff --git a/README.md b/README.md
index d5a2bd70..fd6fc5f5 100644
--- a/README.md
+++ b/README.md
@@ -74,6 +74,7 @@ Intermediate:
 * [Events interop](docs/EVENTS_INTEROP.md)
 * [Workflow interop](docs/WORKFLOW_INTEROP.md)
 * [Meta-data](docs/META.md)
+* [Idempotence](docs/IDEMPOTENCE.md)
 
 Advanced
 
diff --git a/api/v1alpha1/code.go b/api/v1alpha1/code.go
index a8243f1f..9a1eb83d 100644
--- a/api/v1alpha1/code.go
+++ b/api/v1alpha1/code.go
@@ -7,13 +7,19 @@ import (
 )
 
 type Code struct {
-	Runtime Runtime `json:"runtime" protobuf:"bytes,4,opt,name=runtime,casttype=Runtime"`
-	Source  string  `json:"source" protobuf:"bytes,3,opt,name=source"`
+	Runtime Runtime `json:"runtime,omitempty" protobuf:"bytes,4,opt,name=runtime,casttype=Runtime"`
+	// Image is used in preference to Runtime.
+	Image  string `json:"image,omitempty" protobuf:"bytes,5,opt,name=image"`
+	Source string `json:"source" protobuf:"bytes,3,opt,name=source"`
 }
 
 func (in Code) getContainer(req getContainerReq) corev1.Container {
+	image := in.Image
+	if image == "" {
+		image = fmt.Sprintf(req.imageFormat, "dataflow-"+in.Runtime)
+	}
 	return containerBuilder{}.
 		init(req).
-		image(fmt.Sprintf(req.imageFormat, "dataflow-"+in.Runtime)).
+		image(image).
 		build()
 }
diff --git a/api/v1alpha1/generated.pb.go b/api/v1alpha1/generated.pb.go
index b6a760b3..8c836b06 100644
--- a/api/v1alpha1/generated.pb.go
+++ b/api/v1alpha1/generated.pb.go
@@ -2203,342 +2203,343 @@ func init() {
 }
 
 var fileDescriptor_7a4218a80d7ff35f = []byte{
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+	// 5361 bytes of a gzipped FileDescriptorProto
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+	0x4b, 0xd3, 0x88, 0xca, 0x38, 0x10, 0x77, 0x2f, 0xf0, 0x8f, 0xb5, 0x8f, 0x90, 0x31, 0x0e, 0xaa,
+	0x1c, 0x27, 0x1c, 0x8d, 0xd5, 0x0f, 0x3e, 0xbe, 0xfa, 0xc4, 0x87, 0x1f, 0x5f, 0x7d, 0xe2, 0x57,
+	0x1f, 0x5f, 0x7d, 0xe2, 0xdd, 0xd3, 0xab, 0x85, 0x0f, 0x4e, 0xaf, 0x16, 0x3e, 0x3c, 0xbd, 0x5a,
+	0xf8, 0xd5, 0xe9, 0xd5, 0xc2, 0x47, 0xa7, 0x57, 0x0b, 0x7f, 0xf6, 0x1f, 0x57, 0x9f, 0xf8, 0xa3,
+	0xaa, 0x19, 0xbd, 0xff, 0x0b, 0x00, 0x00, 0xff, 0xff, 0xa9, 0xa6, 0x47, 0x0a, 0x85, 0x51, 0x00,
+	0x00,
 }
 
 func (m *AWSCredentials) Marshal() (dAtA []byte, err error) {
@@ -3163,6 +3164,11 @@ func (m *Code) MarshalToSizedBuffer(dAtA []byte) (int, error) {
 	_ = i
 	var l int
 	_ = l
+	i -= len(m.Image)
+	copy(dAtA[i:], m.Image)
+	i = encodeVarintGenerated(dAtA, i, uint64(len(m.Image)))
+	i--
+	dAtA[i] = 0x2a
 	i -= len(m.Runtime)
 	copy(dAtA[i:], m.Runtime)
 	i = encodeVarintGenerated(dAtA, i, uint64(len(m.Runtime)))
@@ -6561,6 +6567,8 @@ func (m *Code) Size() (n int) {
 	n += 1 + l + sovGenerated(uint64(l))
 	l = len(m.Runtime)
 	n += 1 + l + sovGenerated(uint64(l))
+	l = len(m.Image)
+	n += 1 + l + sovGenerated(uint64(l))
 	return n
 }
 
@@ -7804,6 +7812,7 @@ func (this *Code) String() string {
 		`&Code{`,
 		`Source:` + fmt.Sprintf("%v", this.Source) + `,`,
 		`Runtime:` + fmt.Sprintf("%v", this.Runtime) + `,`,
+		`Image:` + fmt.Sprintf("%v", this.Image) + `,`,
 		`}`,
 	}, "")
 	return s
@@ -10513,6 +10522,38 @@ func (m *Code) Unmarshal(dAtA []byte) error {
 			}
 			m.Runtime = Runtime(dAtA[iNdEx:postIndex])
 			iNdEx = postIndex
+		case 5:
+			if wireType != 2 {
+				return fmt.Errorf("proto: wrong wireType = %d for field Image", wireType)
+			}
+			var stringLen uint64
+			for shift := uint(0); ; shift += 7 {
+				if shift >= 64 {
+					return ErrIntOverflowGenerated
+				}
+				if iNdEx >= l {
+					return io.ErrUnexpectedEOF
+				}
+				b := dAtA[iNdEx]
+				iNdEx++
+				stringLen |= uint64(b&0x7F) << shift
+				if b < 0x80 {
+					break
+				}
+			}
+			intStringLen := int(stringLen)
+			if intStringLen < 0 {
+				return ErrInvalidLengthGenerated
+			}
+			postIndex := iNdEx + intStringLen
+			if postIndex < 0 {
+				return ErrInvalidLengthGenerated
+			}
+			if postIndex > l {
+				return io.ErrUnexpectedEOF
+			}
+			m.Image = string(dAtA[iNdEx:postIndex])
+			iNdEx = postIndex
 		default:
 			iNdEx = preIndex
 			skippy, err := skipGenerated(dAtA[iNdEx:])
diff --git a/api/v1alpha1/generated.proto b/api/v1alpha1/generated.proto
index 2ba1343b..0b920be7 100644
--- a/api/v1alpha1/generated.proto
+++ b/api/v1alpha1/generated.proto
@@ -235,6 +235,9 @@ message Cat {
 message Code {
   optional string runtime = 4;
 
+  // Image is used in preference to Runtime.
+  optional string image = 5;
+
   optional string source = 3;
 }
 
diff --git a/config/ci.yaml b/config/ci.yaml
index 4deeb1c6..2da1b45d 100644
--- a/config/ci.yaml
+++ b/config/ci.yaml
@@ -720,6 +720,9 @@ spec:
                       type: object
                     code:
                       properties:
+                        image:
+                          description: Image is used in preference to Runtime.
+                          type: string
                         runtime:
                           enum:
                           - golang1-16
@@ -731,7 +734,6 @@ spec:
                         source:
                           type: string
                       required:
-                      - runtime
                       - source
                       type: object
                     container:
@@ -7907,6 +7909,9 @@ spec:
                 type: object
               code:
                 properties:
+                  image:
+                    description: Image is used in preference to Runtime.
+                    type: string
                   runtime:
                     enum:
                     - golang1-16
@@ -7918,7 +7923,6 @@ spec:
                   source:
                     type: string
                 required:
-                - runtime
                 - source
                 type: object
               container:
diff --git a/config/crd/bases/dataflow.argoproj.io_pipelines.yaml b/config/crd/bases/dataflow.argoproj.io_pipelines.yaml
index fbe6ee1a..f798eb55 100644
--- a/config/crd/bases/dataflow.argoproj.io_pipelines.yaml
+++ b/config/crd/bases/dataflow.argoproj.io_pipelines.yaml
@@ -715,6 +715,9 @@ spec:
                       type: object
                     code:
                       properties:
+                        image:
+                          description: Image is used in preference to Runtime.
+                          type: string
                         runtime:
                           enum:
                           - golang1-16
@@ -726,7 +729,6 @@ spec:
                         source:
                           type: string
                       required:
-                      - runtime
                       - source
                       type: object
                     container:
diff --git a/config/crd/bases/dataflow.argoproj.io_steps.yaml b/config/crd/bases/dataflow.argoproj.io_steps.yaml
index 6dd2f5cf..5f9d55b0 100644
--- a/config/crd/bases/dataflow.argoproj.io_steps.yaml
+++ b/config/crd/bases/dataflow.argoproj.io_steps.yaml
@@ -680,6 +680,9 @@ spec:
                 type: object
               code:
                 properties:
+                  image:
+                    description: Image is used in preference to Runtime.
+                    type: string
                   runtime:
                     enum:
                     - golang1-16
@@ -691,7 +694,6 @@ spec:
                   source:
                     type: string
                 required:
-                - runtime
                 - source
                 type: object
               container:
diff --git a/config/default.yaml b/config/default.yaml
index f823bea9..a8cfdf25 100644
--- a/config/default.yaml
+++ b/config/default.yaml
@@ -720,6 +720,9 @@ spec:
                       type: object
                     code:
                       properties:
+                        image:
+                          description: Image is used in preference to Runtime.
+                          type: string
                         runtime:
                           enum:
                           - golang1-16
@@ -731,7 +734,6 @@ spec:
                         source:
                           type: string
                       required:
-                      - runtime
                       - source
                       type: object
                     container:
@@ -7907,6 +7909,9 @@ spec:
                 type: object
               code:
                 properties:
+                  image:
+                    description: Image is used in preference to Runtime.
+                    type: string
                   runtime:
                     enum:
                     - golang1-16
@@ -7918,7 +7923,6 @@ spec:
                   source:
                     type: string
                 required:
-                - runtime
                 - source
                 type: object
               container:
diff --git a/config/dev.yaml b/config/dev.yaml
index c47682ff..c9c621dd 100644
--- a/config/dev.yaml
+++ b/config/dev.yaml
@@ -720,6 +720,9 @@ spec:
                       type: object
                     code:
                       properties:
+                        image:
+                          description: Image is used in preference to Runtime.
+                          type: string
                         runtime:
                           enum:
                           - golang1-16
@@ -731,7 +734,6 @@ spec:
                         source:
                           type: string
                       required:
-                      - runtime
                       - source
                       type: object
                     container:
@@ -7907,6 +7909,9 @@ spec:
                 type: object
               code:
                 properties:
+                  image:
+                    description: Image is used in preference to Runtime.
+                    type: string
                   runtime:
                     enum:
                     - golang1-16
@@ -7918,7 +7923,6 @@ spec:
                   source:
                     type: string
                 required:
-                - runtime
                 - source
                 type: object
               container:
diff --git a/config/quick-start.yaml b/config/quick-start.yaml
index cfb6f0d8..06b70dba 100644
--- a/config/quick-start.yaml
+++ b/config/quick-start.yaml
@@ -720,6 +720,9 @@ spec:
                       type: object
                     code:
                       properties:
+                        image:
+                          description: Image is used in preference to Runtime.
+                          type: string
                         runtime:
                           enum:
                           - golang1-16
@@ -731,7 +734,6 @@ spec:
                         source:
                           type: string
                       required:
-                      - runtime
                       - source
                       type: object
                     container:
@@ -7907,6 +7909,9 @@ spec:
                 type: object
               code:
                 properties:
+                  image:
+                    description: Image is used in preference to Runtime.
+                    type: string
                   runtime:
                     enum:
                     - golang1-16
@@ -7918,7 +7923,6 @@ spec:
                   source:
                     type: string
                 required:
-                - runtime
                 - source
                 type: object
               container:
diff --git a/docs/IDEMPOTENCE.md b/docs/IDEMPOTENCE.md
new file mode 100644
index 00000000..b59b9f1d
--- /dev/null
+++ b/docs/IDEMPOTENCE.md
@@ -0,0 +1,19 @@
+# Idempotence
+
+Because network connections can always fail to either deliver a message, or receive an acknowledgement, processors and
+sinks may receive the same message twice.
+
+It maybe that you don't mind the occasional duplicate messages. But maybe that is not the case. If so, processors and
+external systems, need to be written to cater for this, to be idempotent.
+
+The safest way to do that is for each message to contain a unique identifier that is intrinsic to the message. For
+example:
+
+* If each message is the result of a horse race, the the location and time would be enough to de-duplicate messages.
+* If each message was the final year grade of a student, then the year, class, and the student's IDs would be suitable.
+
+When there is no intrinsic identifier, then you can use the identifiers that are added as [meta-data](META.md) to each
+message. You should add an identifier to you messages as soon as possible.
+
+Some sinks have inherent idempotence, e.g. when sinking to a volume, if duplicate processing results in a file being
+created with the same name, the the old file will be overwritten.
\ No newline at end of file
diff --git a/dsls/python/argo_dataflow/pipeline.py b/dsls/python/argo_dataflow/pipeline.py
index fc4415a5..ac593a2b 100644
--- a/dsls/python/argo_dataflow/pipeline.py
+++ b/dsls/python/argo_dataflow/pipeline.py
@@ -446,7 +446,7 @@ def dump(self):
 
 
 class CodeStep(Step):
-    def __init__(self, name=None, source=None, code=None, runtime=None, sources=None, sinks=None, terminator=False):
+    def __init__(self, name=None, source=None, code=None, runtime=None, image=None, sources=None, sinks=None, terminator=False):
         super().__init__(name, sources=sources, sinks=sinks, terminator=terminator)
         if source:
             self._source = inspect.getsource(source).replace('def ' + source.__name__ + str(inspect.signature(source)),
@@ -457,13 +457,18 @@ def __init__(self, name=None, source=None, code=None, runtime=None, sources=None
             self._runtime = runtime
         else:
             self._runtime = DEFAULT_RUNTIME
+        self._image = image
 
     def dump(self):
         x = super().dump()
-        x['code'] = {
-            'runtime': self._runtime,
+        y = {
             'source': self._source,
         }
+        if self._runtime:
+            y['runtime'] = self._runtime
+        if self._image:
+            y['image'] = self._image
+        x['code'] = y
         return x
 
 
@@ -521,8 +526,8 @@ def group(self, name=None, key=None, format=None, endOfGroup=None, storage=None)
     def flatten(self, name=None):
         return FlattenStep(name, sources=[self])
 
-    def code(self, name=None, source=None, code=None, runtime=None):
-        return CodeStep(name, source=source, code=code, runtime=runtime, sources=[self])
+    def code(self, name=None, source=None, code=None, runtime=None, image=None):
+        return CodeStep(name, source=source, code=code, runtime=runtime, image=image, sources=[self])
 
     def map(self, name=None, expression=None):
         return MapStep(name, expression, sources=[self])


Test patch:
diff --git a/api/v1alpha1/code_test.go b/api/v1alpha1/code_test.go
index 4678896f..90a823dd 100644
--- a/api/v1alpha1/code_test.go
+++ b/api/v1alpha1/code_test.go
@@ -7,9 +7,14 @@ import (
 )
 
 func TestCode_getContainer(t *testing.T) {
-	x := Code{
-		Runtime: "my-runtime",
-	}
-	c := x.getContainer(getContainerReq{imageFormat: "fmt-%s"})
-	assert.Equal(t, "fmt-dataflow-my-runtime", c.Image)
+	t.Run("Runtime", func(t *testing.T) {
+		x := Code{Runtime: "my-runtime"}
+		c := x.getContainer(getContainerReq{imageFormat: "fmt-%s"})
+		assert.Equal(t, "fmt-dataflow-my-runtime", c.Image)
+	})
+	t.Run("Runtime", func(t *testing.T) {
+		x := Code{Image: "my-image"}
+		c := x.getContainer(getContainerReq{})
+		assert.Equal(t, "my-image", c.Image)
+	})
 }