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Refactoring streams and storage #25

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merged 84 commits into from
Aug 23, 2019
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6794c8a
chore: update to kstreams 2.3
jeqo Aug 5, 2019
1b9e4fe
refactor: draft aggregation and indexing without lucene
jeqo Aug 5, 2019
546171a
refactor: dependency link aggregation
jeqo Aug 6, 2019
420f706
refactor: compilable set of changes;
jeqo Aug 7, 2019
f4f4fc1
chore: fix formatting
jeqo Aug 7, 2019
af02905
fix: failing tests
jeqo Aug 7, 2019
2c3e799
chore: deprecate and format
jeqo Aug 7, 2019
21214e2
chore: update docker image for it
jeqo Aug 7, 2019
c7f1d64
fix: remote service call and store names
jeqo Aug 7, 2019
0690142
feat: testing suppress on trace aggregation
jeqo Aug 7, 2019
5d42256
feat: unit testing aggregation
jeqo Aug 8, 2019
de706f6
feat: testing traces retention
jeqo Aug 8, 2019
a83fa22
feat: complete streams unit testing
jeqo Aug 9, 2019
c28fd60
feat: it testing trace queries;
jeqo Aug 9, 2019
c0ef7d6
feat: it test for dependencies
jeqo Aug 9, 2019
5d07318
refactor: join stream apps into 2
jeqo Aug 9, 2019
2e55020
chore: remove old comment
jeqo Aug 9, 2019
8627fa5
chore: remove unused plugin
jeqo Aug 9, 2019
f298585
docs: add methods description
jeqo Aug 9, 2019
506fc6d
chore: update versions
jeqo Aug 9, 2019
3832e66
feat: autocomplete tags support
jeqo Aug 10, 2019
44dd4a8
feat: moving to zipkin/distroless images
jeqo Aug 10, 2019
9439dd7
feat: docker image renewed;
jeqo Aug 10, 2019
1a75c0d
fix: failing test
jeqo Aug 10, 2019
a4d732b
chore: clean properties
jeqo Aug 10, 2019
0bc72f9
fix: execution handling and code reuse
jeqo Aug 11, 2019
19d2764
chore: add todo for async call
jeqo Aug 11, 2019
1ef4c4e
fix: issue with dependency query
jeqo Aug 11, 2019
6968287
chore: close producer
jeqo Aug 11, 2019
fb055f2
chore: increase ti
jeqo Aug 11, 2019
e3302f7
chore: trying to chase issue with travis test
jeqo Aug 11, 2019
3a92195
chore: trying to chase issue with travis test
jeqo Aug 11, 2019
1fd43e6
docs: update stream images
jeqo Aug 11, 2019
c2ce59c
fix: ensure topics are created before running tests
jeqo Aug 11, 2019
53e8a7a
chore: remove non needed print exception stack
jeqo Aug 11, 2019
70aa7e7
chore: update configs and docs;
jeqo Aug 11, 2019
2668613
chore: var names and logging
jeqo Aug 12, 2019
9c21aae
chore: var names and logging
jeqo Aug 12, 2019
eb28ea8
chore: var names and logging
jeqo Aug 12, 2019
e69fc21
chore: var names and logging
jeqo Aug 12, 2019
10ab62e
chore: var names and logging
jeqo Aug 12, 2019
4687d83
feat: aligning configs and docker
jeqo Aug 12, 2019
2795943
fix: topic name in tests
jeqo Aug 12, 2019
551b252
chore: update docs and configs
jeqo Aug 12, 2019
f9562f7
chore: doc mounting custom libs
jeqo Aug 12, 2019
67627c2
fix: dependency-links to dependencies
jeqo Aug 12, 2019
e7920e7
docs: add steps to test
jeqo Aug 12, 2019
0c5b9a2
fix: issue with inactivity gap variable
jeqo Aug 13, 2019
9be6a84
chore: simplify link mapping and clean imports
jeqo Aug 13, 2019
e2667c6
docs: add ack to ksteram viz app
jeqo Aug 13, 2019
49bac94
fix: topic name
jeqo Aug 16, 2019
7db654d
chore: add container names
jeqo Aug 16, 2019
428d1d3
chore: update versions
jeqo Aug 16, 2019
1428589
feat: remove topics details and rename vars
jeqo Aug 16, 2019
cca270a
docs: more specific naming
jeqo Aug 16, 2019
a06b8d5
docs: remove too specific variables and simplify config
jeqo Aug 16, 2019
59d29a0
fix: store dir test
jeqo Aug 16, 2019
5175d97
feat: add clients overrides
jeqo Aug 17, 2019
f39db2a
fix: overrides
jeqo Aug 17, 2019
4e889d0
chore: remove 'all' filter
jeqo Aug 18, 2019
95d7c62
chore: rename kafka topic env variables
jeqo Aug 18, 2019
1876dae
docs: update env list
jeqo Aug 18, 2019
ccdd485
feat: back to separated stores to support dependency only use-case
jeqo Aug 19, 2019
f0dada6
docs: updating environments and doc of new approach
jeqo Aug 19, 2019
fdf3960
chore: simplifying testing
jeqo Aug 19, 2019
6aa3b23
chore: rename vars
jeqo Aug 19, 2019
dc54c59
chore: add suppress warning for ignored future
jeqo Aug 19, 2019
be2ded5
feat: rename profile and storage to kafka
jeqo Aug 19, 2019
671125e
docs: component javadocs
jeqo Aug 21, 2019
6a4ad2d
docs: add graph details
jeqo Aug 21, 2019
d4bc461
docs: add graph details
jeqo Aug 21, 2019
fe5f8b0
chore: fix acks
jeqo Aug 21, 2019
a22ee71
update base zipkin version
jeqo Aug 22, 2019
6e4056b
chore: rename from span to spans topic
jeqo Aug 22, 2019
120ae46
Merge branch 'develop' of github.com:jeqo/zipkin-storage-kafka into d…
jeqo Aug 22, 2019
139379d
refactor: simplify config names
jeqo Aug 22, 2019
76c997a
docs: add topics list;
jeqo Aug 22, 2019
d46afc0
fix: joining spans
jeqo Aug 22, 2019
0cba428
chore: update javadocs, config passing, and minimum traces stored.
jeqo Aug 22, 2019
cbba4c8
chore: small fixes
jeqo Aug 22, 2019
6365b87
chore: rename vars
jeqo Aug 23, 2019
a74f862
refactor: rename to flush interval
jeqo Aug 23, 2019
48e87a9
docs: add details about inactivity gap
jeqo Aug 23, 2019
7206365
refactor: more renames
jeqo Aug 23, 2019
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3 changes: 0 additions & 3 deletions .mvn/wrapper/MavenWrapperDownloader.java
Original file line number Diff line number Diff line change
Expand Up @@ -17,9 +17,6 @@ Licensed to the Apache Software Foundation (ASF) under one
under the License.
*/

import java.net.*;
import java.io.*;
import java.nio.channels.*;
import java.util.Properties;

public class MavenWrapperDownloader {
Expand Down
154 changes: 98 additions & 56 deletions DESIGN.md
Original file line number Diff line number Diff line change
Expand Up @@ -2,95 +2,137 @@

## Goals

* Provide a fast and reliable storage that enable extensibility via Kafka Topics.
* Provide a fast and reliable storage that enable extensibility via Kafka topics.
* Provide full storage functionality via streaming aggregations (e.g., dependency graph).
* Create a processing space where additional enrichment can be plugged in into the processing
pipeline.
* Remove need for additional storage when Kafka is available.
* More focused on supporting processing than storage: traces and dependency links are emitted
downstream to support metrics aggregation. Storage is currently supported but in a single node.

### Zipkin Storage Component
## Kafka Zipkin Storage

A Zipkin Storage component has the following internal parts:
Storage is composed by 3 main components:

* `Builder`: which configures if
- `strictTraceId(boolean strictTraceId)`
- `searchEnabled(boolean searchEnabled)`
- `autocompleteKeys(List<String> keys)`
- `autocompleteTtl(int autocompleteTtl)`
- `autocompleteCardinality(int autocompleteCardinality)`
* `SpanStore`: main component
- `Call<List<List<Span>>> getTraces(QueryRequest request);`
- `Call<List<Span>> getTrace(String traceId);`
- `Call<List<String>> getServiceNames();`
- `Call<List<String>> getSpanNames(String serviceName);`
- `Call<List<DependencyLink>> getDependencies(long endTs, long lookback);`
* `SpanConsumer`: which ingest spans
- `Call<Void> accept(List<Span> spans)`
* `QueryRequest`: which includes
- `String serviceName, spanName;`
- `Map<String, String> annotationQuery;`
- `Long minDuration, maxDuration;`
- `long endTs, lookback;`
- `int limit;`
- Span Consumer: repartition of collected span batches into individual spans keyed by `traceId`
- Span Aggregation: stream processing of spans into aggregated traces and then into dependency links.
- Span Store: building local state stores to support search and query API.

### Kafka Zipkin Storage
And it is supported by 3 main Kafka topics:

#### `KafkaSpanStore`
- `zipkin-spans`: Topic where list of spans indexed by trace Id are stored.
- `zipkin-trace`: Topic where aggregated traces are stored.
- `zipkin-dependency`: Topic where dependency links per trace are stored.

Span Store is expecting Spans to be stored in topics partitioned by `TraceId`.
### Kafka Span Consumer

> These can be created by Span Consumer, or can be **enriched** by other Stream Processors, outside of
Zipkin Server.
This component processes collected span batches (via HTTP, Kafka, ActiveMQ, etc),
take each element and re-indexed them by `traceId` on the "spans" topic.

Kafka Span Store will need to support different kind of queries:
This component is currently compensating how `KafkaSender` (part of [Zipkin-Reporter](https://github.com/openzipkin/zipkin-reporter-java))
is reporting spans to Kafka, by grouping spans into batches and sending them to a un-keyed
Kafka topic.

Component source code: [KafkaSpanConsumer.java](storage/src/main/java/zipkin2/storage/kafka/KafkaSpanConsumer.java)

##### Get Service Names/Get Span Names
### Stream Processing

Service name to Span names pairs are indexed by aggregating spans.
#### Span Aggregation

##### Get Trace/Find Traces
"Partitioned" Spans are processed to produced two aggregated streams: `Traces` and `Dependencies`.

When search requests are received, span index is used to search for trace ids. After a list is
retrieved, trace DAG is retrieved from trace state store.
**Traces**:

##### Get Dependencies
Spans are grouped by ID and stored on a local
[Session window](https://kafka.apache.org/23/javadoc/org/apache/kafka/streams/kstream/SessionWindows.html),
where the `traceId` becomes the token, and session inactivity gap
(i.e. period of time without receiving a span with the same session)
defines if a trace is still active or not. This is evaluated on the next span received on the stream--
regardless of incoming `traceId`. If session window is closed, a trace message is emitted to the
traces topic.

After `spans` are aggregated into traces, traces are processed to collect dependencies.
Dependencies changelog are stored in a Kafka topic to be be stored as materialized view on
Zipkin instances.
![Session Windows](https://kafka.apache.org/20/images/streams-session-windows-02.png)

### Stream processors
Each color represents a trace. The longer `inactivity gap` (default: 1 minute) we have, the longer we wait
to close a window and the longer we wait to emit traces downstream for dependency link and additional
aggregations; but also the more consistent the trace aggregation is.
If we choose a smaller gap, then we emit traces faster with the risk of breaking traces into
smaller chunks, and potentially affecting counters downstream.

#### Trace Aggregation Stream Processor
**Dependencies**

This is the main processors that take incoming spans and aggregate them into:
Once `traces` are emitted downstream as part of the initial processing, dependency links are evaluated
on each trace, and emitted the dependencies topic for further metric aggregation.

- Traces
- Dependencies
Kafka Streams topology:

![service aggregation](docs/service-aggregation-stream.png)
![trace aggregation](docs/trace-aggregation-topology.png)
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![dependency aggregation](docs/dependency-aggregation-stream.png)
#### Trace Store Stream

#### Store Stream Processors
This component build local stores from state received on `spans` Kafka topic
for traces, service names and autocomplete tags.

Global tables for traces, service names and dependencies to be available on local state.
Kafka Streams source code: [TraceStoreTopologySupplier](storage/src/main/java/zipkin2/storage/kafka/streams/TraceStoreTopologySupplier.java)

![trace store](docs/trace-store-stream.png)
Kafka Streams topology:

![service store](docs/service-store-stream.png)
![trace store](docs/trace-store-topology.png)

![dependency store](docs/dependency-store-stream.png)
#### Dependency Store

#### Index Stream Processor
This component build local store from state received on `dependency` Kafka topic.

Custom processor to full-text indexing of traces using Lucene as back-end.
It builds a 1 minute time-window when counts calls and errors.

![span index](docs/span-index-stream.png)
Kafka Streams source code: [DependencyStoreTopologySupplier](storage/src/main/java/zipkin2/storage/kafka/streams/DependencyStoreTopologySupplier.java)

#### Retention Stream Processor
Kafka Streams topology:

This is the processor that keeps track of trace timestamps for cleanup.
![dependency store](docs/dependency-store-topology.png)

![trace retention](docs/trace-retention-stream.png)
### Kafka Span Store

This component supports search and query APIs on top of local state stores build by the Store
Kafka Streams component.

Component source code: [KafkaSpanStore.java](storage/src/main/java/zipkin2/storage/kafka/KafkaSpanStore.java)

#### Get Service Names/Get Span Names/Get Remote Service Names

These queries are supported by service names indexed stores built from `spans` Kafka topic.
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Store names:

- `zipkin-service-names`: key/value store with service name as key and value.
- `zipkin-span-names`: key/value store with service name as key and span names list as value.
- `zipkin-remote-service-names`: key/value store with service name as key and remote service names as value.

#### Get Trace/Find Traces

These queries are supported by two key value stores:

- `zipkin-traces`: indexed by `traceId`, contains span list status received from `spans` Kafka topic.
- `zipkin-traces-by-timestamp`: list of trace IDs indexed by `timestamp`.

`GetTrace` query is supported by `zipkin-traces` store.
`FindTraces` query is supported by both: When receiving a query request time range is used to get
trace IDs, and then query request is tested on each trace to build a response.

#### Get Dependencies

This query is supported 1-minute windowed store from `DependencyStoreStream`.

When a request is received, time range is used to pick valid windows and join counters.

Windowed store:

- `zipkin-dependencies`.

### Kafka Autocomplete Tags

#### Get Keys/Get Values

Supported by a key-value containing list of values valid for `autocompleteKeys`.

- `zipkin-autocomplete-tags`: key-value store.
53 changes: 34 additions & 19 deletions Dockerfile
Original file line number Diff line number Diff line change
Expand Up @@ -12,34 +12,49 @@
# the License.
#

FROM openjdk:8
FROM alpine

ARG KAFKA_STORAGE_VERSION=0.1.1
ENV ZIPKIN_REPO https://repo1.maven.org/maven2
ENV ZIPKIN_VERSION 2.16.1
ENV KAFKA_STORAGE_VERSION 0.4.1-SNAPSHOT

ENV ZIPKIN_REPO https://jcenter.bintray.com
ENV ZIPKIN_VERSION 2.12.6
ENV ZIPKIN_LOGGING_LEVEL INFO
WORKDIR /zipkin

RUN apk add unzip curl --no-cache && \
curl -SL $ZIPKIN_REPO/io/zipkin/zipkin-server/$ZIPKIN_VERSION/zipkin-server-$ZIPKIN_VERSION-exec.jar > zipkin-server.jar && \
# don't break when unzip finds an extra header https://github.com/openzipkin/zipkin/issues/1932
unzip zipkin-server.jar ; \
rm zipkin-server.jar

COPY autoconfigure/target/zipkin-autoconfigure-storage-kafka-${KAFKA_STORAGE_VERSION}-module.jar BOOT-INF/lib/kafka-module.jar
RUN unzip -o BOOT-INF/lib/kafka-module.jar lib/* -d BOOT-INF

FROM gcr.io/distroless/java:11-debug

# Use to set heap, trust store or other system properties.
ENV JAVA_OPTS -Djava.security.egd=file:/dev/./urandom

RUN ["/busybox/sh", "-c", "adduser -g '' -D zipkin"]

# Add environment settings for supported storage types
ENV STORAGE_TYPE kafka

COPY --from=0 /zipkin/ /zipkin/
WORKDIR /zipkin

RUN curl -SL $ZIPKIN_REPO/io/zipkin/java/zipkin-server/$ZIPKIN_VERSION/zipkin-server-${ZIPKIN_VERSION}-exec.jar > zipkin.jar
# TODO haven't found a better way to mount libs from custom storage. issue #28
#COPY autoconfigure/target/zipkin-autoconfigure-storage-kafka-${KAFKA_STORAGE_VERSION}-module.jar kafka-module.jar
#ENV MODULE_OPTS -Dloader.path='BOOT-INF/lib/kafka-module.jar,BOOT-INF/lib/kafka-module.jar!/lib' -Dspring.profiles.active=kafka
ENV MODULE_OPTS -Dspring.profiles.active=kafka

RUN ["/busybox/sh", "-c", "ln -s /busybox/* /bin"]

ADD storage/target/zipkin-storage-kafka-${KAFKA_STORAGE_VERSION}.jar zipkin-storage-kafka.jar
ADD autoconfigure/target/zipkin-autoconfigure-storage-kafka-${KAFKA_STORAGE_VERSION}-module.jar zipkin-autoconfigure-storage-kafka.jar
ENV KAFKA_STORAGE_DIR /data
RUN mkdir /data && chown zipkin /data
VOLUME /data

ENV STORAGE_TYPE=kafkastore
USER zipkin

EXPOSE 9410 9411
EXPOSE 9411

CMD exec java \
${JAVA_OPTS} \
-Dloader.path='zipkin-storage-kafka.jar,zipkin-autoconfigure-storage-kafka.jar' \
-Dspring.profiles.active=kafkastore \
-Dcom.linecorp.armeria.annotatedServiceExceptionVerbosity=all \
-Dcom.linecorp.armeria.verboseExceptions=true \
-cp zipkin.jar \
org.springframework.boot.loader.PropertiesLauncher \
--logging.level.zipkin2=${ZIPKIN_LOGGING_LEVEL}
ENTRYPOINT ["/busybox/sh", "-c", "exec java ${MODULE_OPTS} ${JAVA_OPTS} -cp . org.springframework.boot.loader.PropertiesLauncher"]
43 changes: 33 additions & 10 deletions Makefile
Original file line number Diff line number Diff line change
Expand Up @@ -3,23 +3,33 @@ all: build

OPEN := 'xdg-open'
MAVEN := './mvnw'
VERSION := '0.3.3-SNAPSHOT'
VERSION := '0.4.1-SNAPSHOT'
IMAGE_NAME := 'jeqo/zipkin-kafka'

.PHONY: run
run: build zipkin-local

.PHONY: run-docker
run-docker: build docker-build docker-up

.PHONY: kafka-topics
kafka-topics:
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docker-compose exec kafka-zookeeper /busybox/sh /kafka/bin/kafka-run-class.sh kafka.admin.TopicCommand \
--zookeeper localhost:2181 --create --topic zipkin-spans --partitions 1 --replication-factor 1 --if-not-exists
docker-compose exec kafka-zookeeper /busybox/sh /kafka/bin/kafka-run-class.sh kafka.admin.TopicCommand \
--zookeeper localhost:2181 --create --topic zipkin-trace --partitions 1 --replication-factor 1 --if-not-exists
docker-compose exec kafka-zookeeper /busybox/sh /kafka/bin/kafka-run-class.sh kafka.admin.TopicCommand \
--zookeeper localhost:2181 --create --topic zipkin-dependency --partitions 1 --replication-factor 1 --if-not-exists

.PHONY: docker-build
docker-build:
TAG=${VERSION} \
docker-compose build
docker build -t ${IMAGE_NAME}:latest .
docker build -t ${IMAGE_NAME}:${VERSION} .

.PHONY: docker-push
docker-push: docker-build
TAG=${VERSION} \
docker-compose push
docker push ${IMAGE_NAME}:latest
docker push ${IMAGE_NAME}:${VERSION}

.PHONY: docker-up
docker-up:
Expand All @@ -33,7 +43,7 @@ docker-down:

.PHONY: docker-kafka-up
docker-kafka-up:
docker-compose up -d kafka zookeeper
docker-compose up -d kafka-zookeeper

.PHONY: license-header
license-header:
Expand All @@ -49,22 +59,35 @@ test: build

.PHONY: zipkin-local
zipkin-local:
STORAGE_TYPE=kafkastore \
STORAGE_TYPE=kafka \
KAFKA_BOOTSTRAP_SERVERS=localhost:19092 \
java \
-Dloader.path='storage/target/zipkin-storage-kafka-${VERSION}.jar,autoconfigure/target/zipkin-autoconfigure-storage-kafka-${VERSION}-module.jar' \
-Dspring.profiles.active=kafkastore \
-Dloader.path='autoconfigure/target/zipkin-autoconfigure-storage-kafka-${VERSION}-module.jar,autoconfigure/target/zipkin-autoconfigure-storage-kafka-${VERSION}-module.jar!/lib' \
-Dspring.profiles.active=kafka \
-cp zipkin.jar \
org.springframework.boot.loader.PropertiesLauncher

.PHONY: get-zipkin
get-zipkin:
curl -sSL https://zipkin.io/quickstart.sh | bash -s

.PHONY: zipkin-test-multi
zipkin-test-multi:
curl -s https://raw.githubusercontent.com/openzipkin/zipkin/master/zipkin-lens/testdata/netflix.json | \
curl -X POST -s localhost:9411/api/v2/spans -H'Content-Type: application/json' -d @- ; \
${OPEN} 'http://localhost:9412/zipkin/?lookback=custom&startTs=1'
sleep 61
curl -s https://raw.githubusercontent.com/openzipkin/zipkin/master/zipkin-lens/testdata/messaging.json | \
curl -X POST -s localhost:9411/api/v2/spans -H'Content-Type: application/json' -d @- ; \

.PHONY: zipkin-test
zipkin-test:
curl -s https://raw.githubusercontent.com/openzipkin/zipkin/master/zipkin-ui/testdata/netflix.json | \
curl -s https://raw.githubusercontent.com/openzipkin/zipkin/master/zipkin-lens/testdata/netflix.json | \
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curl -X POST -s localhost:9411/api/v2/spans -H'Content-Type: application/json' -d @- ; \
${OPEN} 'http://localhost:9411/zipkin/?lookback=custom&startTs=1'
sleep 61
curl -s https://raw.githubusercontent.com/openzipkin/zipkin/master/zipkin-lens/testdata/messaging.json | \
curl -X POST -s localhost:9411/api/v2/spans -H'Content-Type: application/json' -d @- ; \

.PHONY: release
release:
Expand Down
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