diff --git a/consumer/consumererror/partialerror.go b/consumer/consumererror/partialerror.go
index c2356e63a52..254af292021 100644
--- a/consumer/consumererror/partialerror.go
+++ b/consumer/consumererror/partialerror.go
@@ -20,7 +20,9 @@ import "go.opentelemetry.io/collector/consumer/pdata"
 // The preceding components in the pipeline can use this information for partial retries.
 type PartialError struct {
 	error
-	failed pdata.Traces
+	failed        pdata.Traces
+	failedLogs    pdata.Logs
+	failedMetrics pdata.Metrics
 }
 
 // PartialTracesError creates PartialError for failed traces.
@@ -36,3 +38,31 @@ func PartialTracesError(err error, failed pdata.Traces) error {
 func (err PartialError) GetTraces() pdata.Traces {
 	return err.failed
 }
+
+// PartialLogsError creates PartialError for failed logs.
+// Use this error type only when a subset of received data set failed to be processed or sent.
+func PartialLogsError(err error, failedLogs pdata.Logs) error {
+	return PartialError{
+		error:      err,
+		failedLogs: failedLogs,
+	}
+}
+
+// GetLogs returns failed logs.
+func (err PartialError) GetLogs() pdata.Logs {
+	return err.failedLogs
+}
+
+// PartialMetricsError creates PartialError for failed metrics.
+// Use this error type only when a subset of received data set failed to be processed or sent.
+func PartialMetricsError(err error, failedMetrics pdata.Metrics) error {
+	return PartialError{
+		error:         err,
+		failedMetrics: failedMetrics,
+	}
+}
+
+// GetMetrics returns failed metrics.
+func (err PartialError) GetMetrics() pdata.Metrics {
+	return err.failedMetrics
+}
diff --git a/consumer/consumererror/partialerror_test.go b/consumer/consumererror/partialerror_test.go
index 4143724053a..9a293bcfde8 100644
--- a/consumer/consumererror/partialerror_test.go
+++ b/consumer/consumererror/partialerror_test.go
@@ -30,3 +30,19 @@ func TestPartialError(t *testing.T) {
 	assert.Equal(t, err.Error(), partialErr.Error())
 	assert.Equal(t, td, partialErr.(PartialError).failed)
 }
+
+func TestPartialErrorLogs(t *testing.T) {
+	td := testdata.GenerateLogDataOneLog()
+	err := fmt.Errorf("some error")
+	partialErr := PartialLogsError(err, td)
+	assert.Equal(t, err.Error(), partialErr.Error())
+	assert.Equal(t, td, partialErr.(PartialError).failedLogs)
+}
+
+func TestPartialErrorMetrics(t *testing.T) {
+	td := testdata.GenerateMetricsOneMetric()
+	err := fmt.Errorf("some error")
+	partialErr := PartialMetricsError(err, td)
+	assert.Equal(t, err.Error(), partialErr.Error())
+	assert.Equal(t, td, partialErr.(PartialError).failedMetrics)
+}
diff --git a/exporter/exporterhelper/logshelper.go b/exporter/exporterhelper/logshelper.go
index af78f0bb921..8aa7a764546 100644
--- a/exporter/exporterhelper/logshelper.go
+++ b/exporter/exporterhelper/logshelper.go
@@ -44,9 +44,8 @@ func newLogsRequest(ctx context.Context, ld pdata.Logs, pusher PushLogsData) req
 	}
 }
 
-func (req *logsRequest) onPartialError(consumererror.PartialError) request {
-	// TODO: Implement this
-	return req
+func (req *logsRequest) onPartialError(partialErr consumererror.PartialError) request {
+	return newLogsRequest(req.ctx, partialErr.GetLogs(), req.pusher)
 }
 
 func (req *logsRequest) export(ctx context.Context) (int, error) {
diff --git a/exporter/exporterhelper/logshelper_test.go b/exporter/exporterhelper/logshelper_test.go
index 7466b3e5a1b..6df45fea65b 100644
--- a/exporter/exporterhelper/logshelper_test.go
+++ b/exporter/exporterhelper/logshelper_test.go
@@ -46,10 +46,14 @@ var (
 )
 
 func TestLogsRequest(t *testing.T) {
-	mr := newLogsRequest(context.Background(), testdata.GenerateLogDataEmpty(), nil)
-
-	partialErr := consumererror.PartialTracesError(errors.New("some error"), testdata.GenerateTraceDataOneSpan())
-	assert.Same(t, mr, mr.onPartialError(partialErr.(consumererror.PartialError)))
+	mr := newLogsRequest(context.Background(), testdata.GenerateLogDataOneLog(), nil)
+
+	partialErr := consumererror.PartialLogsError(errors.New("some error"), testdata.GenerateLogDataEmpty())
+	assert.EqualValues(
+		t,
+		newLogsRequest(context.Background(), testdata.GenerateLogDataEmpty(), nil),
+		mr.onPartialError(partialErr.(consumererror.PartialError)),
+	)
 }
 
 func TestLogsExporter_InvalidName(t *testing.T) {
diff --git a/exporter/exporterhelper/metricshelper.go b/exporter/exporterhelper/metricshelper.go
index cb5d511357d..c26b9fd338f 100644
--- a/exporter/exporterhelper/metricshelper.go
+++ b/exporter/exporterhelper/metricshelper.go
@@ -54,9 +54,8 @@ func newMetricsRequest(ctx context.Context, md pdata.Metrics, pusher PushMetrics
 	}
 }
 
-func (req *metricsRequest) onPartialError(consumererror.PartialError) request {
-	// TODO: implement this.
-	return req
+func (req *metricsRequest) onPartialError(partialErr consumererror.PartialError) request {
+	return newMetricsRequest(req.ctx, partialErr.GetMetrics(), req.pusher)
 }
 
 func (req *metricsRequest) export(ctx context.Context) (int, error) {
diff --git a/exporter/exporterhelper/metricshelper_test.go b/exporter/exporterhelper/metricshelper_test.go
index 16032c491ad..a9bbbeab5d2 100644
--- a/exporter/exporterhelper/metricshelper_test.go
+++ b/exporter/exporterhelper/metricshelper_test.go
@@ -46,11 +46,14 @@ var (
 )
 
 func TestMetricsRequest(t *testing.T) {
-	mr := newMetricsRequest(context.Background(), testdata.GenerateMetricsEmpty(), nil)
-
-	partialErr := consumererror.PartialTracesError(errors.New("some error"), testdata.GenerateTraceDataOneSpan())
-	assert.Same(t, mr, mr.onPartialError(partialErr.(consumererror.PartialError)))
-	assert.Equal(t, 0, mr.count())
+	mr := newMetricsRequest(context.Background(), testdata.GenerateMetricsOneMetric(), nil)
+
+	partialErr := consumererror.PartialMetricsError(errors.New("some error"), testdata.GenerateMetricsEmpty())
+	assert.EqualValues(
+		t,
+		newMetricsRequest(context.Background(), testdata.GenerateMetricsEmpty(), nil),
+		mr.onPartialError(partialErr.(consumererror.PartialError)),
+	)
 }
 
 func TestMetricsExporter_InvalidName(t *testing.T) {