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[tt-6671] AWS Kinesis pump (#841)
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* add Kinesis pump

* add readme docs

* go mod tidy

* gofumpt and goimports

* formatting

* golangci lint issues

* golangci lint issues again

* resolve comments and lint errors

* no lint dupe

* try math/rand/v2

* crypto/rand to satisfy linter even though it is not needed

* gofumpt

---------

Co-authored-by: joshblakeley <josh@192.168.1.235>
Co-authored-by: joshblakeley <josh@Joshs-MacBook-Pro.local>
Co-authored-by: Matias <matipvp02@gmail.com>
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4 people authored Aug 1, 2024
1 parent 63c7616 commit 25683f2
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40 changes: 40 additions & 0 deletions README.md
Original file line number Diff line number Diff line change
Expand Up @@ -68,6 +68,7 @@ The table below provides details on the fields within each `tyk_analytics` recor
- [Stdout](#stdout) (i.e. for use by Datadog logging agent in Kubernetes)
- [Timestream](#timestream-config)
- [AWS SQS](#SQS-config)
- [AWS Kinesis](#Kinesis-config)

# Configuration:

Expand Down Expand Up @@ -1343,6 +1344,45 @@ TYK_PMP_PUMPS_SQS_META_AWSDELAYSECONDS=0

```

## Kinesis Config

#### Authentication & Prerequisite

We must authenticate ourselves by providing credentials to AWS. This pump uses the official AWS GO SDK, so instructions on how to authenticate can be found on [their documentation here](https://aws.github.io/aws-sdk-go-v2/docs/configuring-sdk/#specifying-credentials).

#### Config Fields

`stream_name` - The name of your Kinesis stream in the specified AWS region

`region` - The AWS region your Kinesis stream is located - i.e. eu-west-2

`batch_size` - Optional. The maximum size of the records in a batch is 5MiB. If your records are larger in size setting this batch size paramter can guarantee you don't have failed delivery due to too large a batch. Default size if unset is 100.

###### JSON / Conf File

```json
"kinesis":{
"type": "kinesis",
"meta": {
"stream_name": "my-stream",
"region": "eu-west-2",
"batch_size": 100
}
},
```

###### Env Variables

```
#Kinesis Pump Configuration
TYK_PMP_PUMPS_KINESIS_TYPE=kinesis
TYK_PMP_PUMPS_KINESIs_META_STREAMNAME=my-stream
TYK_PMP_PUMPS_KINESIS_META_REGION=eu-west-2
TYK_PMP_PUMPS_KINESIS_META_BATCHSIZE=100
```



# Base Pump Configurations

The following configurations can be added to any Pump. Keep reading for an example.
Expand Down
11 changes: 7 additions & 4 deletions go.mod
Original file line number Diff line number Diff line change
Expand Up @@ -7,9 +7,10 @@ require (
github.com/TykTechnologies/gorpc v0.0.0-20210624160652-fe65bda0ccb9
github.com/TykTechnologies/murmur3 v0.0.0-20230310161213-aad17efd5632
github.com/TykTechnologies/storage v1.2.0
github.com/aws/aws-sdk-go-v2 v1.22.1
github.com/aws/aws-sdk-go-v2 v1.30.1
github.com/aws/aws-sdk-go-v2/config v1.9.0
github.com/aws/aws-sdk-go-v2/credentials v1.6.1
github.com/aws/aws-sdk-go-v2/service/kinesis v1.29.1
github.com/aws/aws-sdk-go-v2/service/sqs v1.26.0
github.com/aws/aws-sdk-go-v2/service/timestreamwrite v1.9.0
github.com/cenkalti/backoff/v4 v4.0.2
Expand Down Expand Up @@ -57,15 +58,16 @@ require (
github.com/alecthomas/units v0.0.0-20211218093645-b94a6e3cc137 // indirect
github.com/andybalholm/brotli v1.0.5 // indirect
github.com/asaskevich/govalidator v0.0.0-20210307081110-f21760c49a8d // indirect
github.com/aws/aws-sdk-go-v2/aws/protocol/eventstream v1.6.3 // indirect
github.com/aws/aws-sdk-go-v2/feature/ec2/imds v1.8.0 // indirect
github.com/aws/aws-sdk-go-v2/internal/configsources v1.2.1 // indirect
github.com/aws/aws-sdk-go-v2/internal/endpoints/v2 v2.5.1 // indirect
github.com/aws/aws-sdk-go-v2/internal/configsources v1.3.13 // indirect
github.com/aws/aws-sdk-go-v2/internal/endpoints/v2 v2.6.13 // indirect
github.com/aws/aws-sdk-go-v2/internal/ini v1.2.5 // indirect
github.com/aws/aws-sdk-go-v2/service/internal/endpoint-discovery v1.3.3 // indirect
github.com/aws/aws-sdk-go-v2/service/internal/presigned-url v1.5.0 // indirect
github.com/aws/aws-sdk-go-v2/service/sso v1.6.0 // indirect
github.com/aws/aws-sdk-go-v2/service/sts v1.10.0 // indirect
github.com/aws/smithy-go v1.16.0 // indirect
github.com/aws/smithy-go v1.20.3 // indirect
github.com/beeker1121/goque v0.0.0-20170321141813-4044bc29b280 // indirect
github.com/beorn7/perks v1.0.1 // indirect
github.com/bmizerany/assert v0.0.0-20160611221934-b7ed37b82869 // indirect
Expand All @@ -89,6 +91,7 @@ require (
github.com/jehiah/go-strftime v0.0.0-20151206194810-2efbe75097a5 // indirect
github.com/jinzhu/inflection v1.0.0 // indirect
github.com/jinzhu/now v1.1.2 // indirect
github.com/jmespath/go-jmespath v0.4.0 // indirect
github.com/joho/godotenv v1.4.0 // indirect
github.com/josharian/intern v1.0.0 // indirect
github.com/klauspost/compress v1.15.9 // indirect
Expand Down
24 changes: 14 additions & 10 deletions go.sum
Original file line number Diff line number Diff line change
Expand Up @@ -30,8 +30,10 @@ github.com/aws/aws-sdk-go v1.40.32/go.mod h1:585smgzpB/KqRA+K3y/NL/oYRqQvpNJYvLm
github.com/aws/aws-sdk-go-v2 v1.10.0/go.mod h1:U/EyyVvKtzmFeQQcca7eBotKdlpcP2zzU6bXBYcf7CE=
github.com/aws/aws-sdk-go-v2 v1.11.0/go.mod h1:SQfA+m2ltnu1cA0soUkj4dRSsmITiVQUJvBIZjzfPyQ=
github.com/aws/aws-sdk-go-v2 v1.11.2/go.mod h1:SQfA+m2ltnu1cA0soUkj4dRSsmITiVQUJvBIZjzfPyQ=
github.com/aws/aws-sdk-go-v2 v1.22.1 h1:sjnni/AuoTXxHitsIdT0FwmqUuNUuHtufcVDErVFT9U=
github.com/aws/aws-sdk-go-v2 v1.22.1/go.mod h1:Kd0OJtkW3Q0M0lUWGszapWjEvrXDzRW+D21JNsroB+c=
github.com/aws/aws-sdk-go-v2 v1.30.1 h1:4y/5Dvfrhd1MxRDD77SrfsDaj8kUkkljU7XE83NPV+o=
github.com/aws/aws-sdk-go-v2 v1.30.1/go.mod h1:nIQjQVp5sfpQcTc9mPSr1B0PaWK5ByX9MOoDadSN4lc=
github.com/aws/aws-sdk-go-v2/aws/protocol/eventstream v1.6.3 h1:tW1/Rkad38LA15X4UQtjXZXNKsCgkshC3EbmcUmghTg=
github.com/aws/aws-sdk-go-v2/aws/protocol/eventstream v1.6.3/go.mod h1:UbnqO+zjqk3uIt9yCACHJ9IVNhyhOCnYk8yA19SAWrM=
github.com/aws/aws-sdk-go-v2/config v1.9.0 h1:SkREVSwi+J8MSdjhJ96jijZm5ZDNleI0E4hHCNivh7s=
github.com/aws/aws-sdk-go-v2/config v1.9.0/go.mod h1:qhK5NNSgo9/nOSMu3HyE60WHXZTWTHTgd5qtIF44vOQ=
github.com/aws/aws-sdk-go-v2/credentials v1.5.0/go.mod h1:kvqTkpzQmzri9PbsiTY+LvwFzM0gY19emlAWwBOJMb0=
Expand All @@ -42,19 +44,21 @@ github.com/aws/aws-sdk-go-v2/feature/ec2/imds v1.8.0 h1:OpZjuUy8Jt3CA1WgJgBC5Bz+
github.com/aws/aws-sdk-go-v2/feature/ec2/imds v1.8.0/go.mod h1:5E1J3/TTYy6z909QNR0QnXGBpfESYGDqd3O0zqONghU=
github.com/aws/aws-sdk-go-v2/internal/configsources v1.1.0/go.mod h1:NO3Q5ZTTQtO2xIg2+xTXYDiT7knSejfeDm7WGDaOo0U=
github.com/aws/aws-sdk-go-v2/internal/configsources v1.1.2/go.mod h1:SgKKNBIoDC/E1ZCDhhMW3yalWjwuLjMcpLzsM/QQnWo=
github.com/aws/aws-sdk-go-v2/internal/configsources v1.2.1 h1:fi1ga6WysOyYb5PAf3Exd6B5GiSNpnZim4h1rhlBqx0=
github.com/aws/aws-sdk-go-v2/internal/configsources v1.2.1/go.mod h1:V5CY8wNurvPUibTi9mwqUqpiFZ5LnioKWIFUDtIzdI8=
github.com/aws/aws-sdk-go-v2/internal/configsources v1.3.13 h1:5SAoZ4jYpGH4721ZNoS1znQrhOfZinOhc4XuTXx/nVc=
github.com/aws/aws-sdk-go-v2/internal/configsources v1.3.13/go.mod h1:+rdA6ZLpaSeM7tSg/B0IEDinCIBJGmW8rKDFkYpP04g=
github.com/aws/aws-sdk-go-v2/internal/endpoints/v2 v2.0.0/go.mod h1:anlUzBoEWglcUxUQwZA7HQOEVEnQALVZsizAapB2hq8=
github.com/aws/aws-sdk-go-v2/internal/endpoints/v2 v2.0.2/go.mod h1:xT4XX6w5Sa3dhg50JrYyy3e4WPYo/+WjY/BXtqXVunU=
github.com/aws/aws-sdk-go-v2/internal/endpoints/v2 v2.5.1 h1:ZpaV/j48RlPc4AmOZuPv22pJliXjXq8/reL63YzyFnw=
github.com/aws/aws-sdk-go-v2/internal/endpoints/v2 v2.5.1/go.mod h1:R8aXraabD2e3qv1csxM14/X9WF4wFMIY0kH4YEtYD5M=
github.com/aws/aws-sdk-go-v2/internal/endpoints/v2 v2.6.13 h1:WIijqeaAO7TYFLbhsZmi2rgLEAtWOC1LhxCAVTJlSKw=
github.com/aws/aws-sdk-go-v2/internal/endpoints/v2 v2.6.13/go.mod h1:i+kbfa76PQbWw/ULoWnp51EYVWH4ENln76fLQE3lXT8=
github.com/aws/aws-sdk-go-v2/internal/ini v1.2.5 h1:zPxLGWALExNepElO0gYgoqsbqTlt4ZCrhZ7XlfJ+Qlw=
github.com/aws/aws-sdk-go-v2/internal/ini v1.2.5/go.mod h1:6ZBTuDmvpCOD4Sf1i2/I3PgftlEcDGgvi8ocq64oQEg=
github.com/aws/aws-sdk-go-v2/service/internal/endpoint-discovery v1.3.3 h1:ru9+IpkVIuDvIkm9Q0DEjtWHnh6ITDoZo8fH2dIjlqQ=
github.com/aws/aws-sdk-go-v2/service/internal/endpoint-discovery v1.3.3/go.mod h1:zOyLMYyg60yyZpOCniAUuibWVqTU4TuLmMa/Wh4P+HA=
github.com/aws/aws-sdk-go-v2/service/internal/presigned-url v1.4.0/go.mod h1:X5/JuOxPLU/ogICgDTtnpfaQzdQJO0yKDcpoxWLLJ8Y=
github.com/aws/aws-sdk-go-v2/service/internal/presigned-url v1.5.0 h1:qGZWS/WgiFY+Zgad2u0gwBHpJxz6Ne401JE7iQI1nKs=
github.com/aws/aws-sdk-go-v2/service/internal/presigned-url v1.5.0/go.mod h1:Mq6AEc+oEjCUlBuLiK5YwW4shSOAKCQ3tXN0sQeYoBA=
github.com/aws/aws-sdk-go-v2/service/kinesis v1.29.1 h1:UIEtjoWh7oqjHXdgdjOP/tinga1uKR9F//tiUNshE7w=
github.com/aws/aws-sdk-go-v2/service/kinesis v1.29.1/go.mod h1:tqz5Yq7ohiQIQ7qrj6e2fWJbT1Owq9zEo78mZb/+eWU=
github.com/aws/aws-sdk-go-v2/service/sqs v1.26.0 h1:21QmEZkOnaJ4SPRFhhN+8MV5ewb0j1lxTg+RPp0mUeE=
github.com/aws/aws-sdk-go-v2/service/sqs v1.26.0/go.mod h1:E02a07/HTyJEHFpp+WMRh33xuNVdsd8WCbLlODeT4lU=
github.com/aws/aws-sdk-go-v2/service/sso v1.5.0/go.mod h1:GsqaJOJeOfeYD88/2vHWKXegvDRofDqWwC5i48A2kgs=
Expand All @@ -67,8 +71,8 @@ github.com/aws/aws-sdk-go-v2/service/timestreamwrite v1.9.0 h1:/4djuASUYOns1ZhCO
github.com/aws/aws-sdk-go-v2/service/timestreamwrite v1.9.0/go.mod h1:VN4yDJwgYOO6AzHPE8+QeBwK6wUMOFkSCogZFWifdVc=
github.com/aws/smithy-go v1.8.1/go.mod h1:SObp3lf9smib00L/v3U2eAKG8FyQ7iLrJnQiAmR5n+E=
github.com/aws/smithy-go v1.9.0/go.mod h1:SObp3lf9smib00L/v3U2eAKG8FyQ7iLrJnQiAmR5n+E=
github.com/aws/smithy-go v1.16.0 h1:gJZEH/Fqh+RsvlJ1Zt4tVAtV6bKkp3cC+R6FCZMNzik=
github.com/aws/smithy-go v1.16.0/go.mod h1:NukqUGpCZIILqqiV0NIjeFh24kd/FAa4beRb6nbIUPE=
github.com/aws/smithy-go v1.20.3 h1:ryHwveWzPV5BIof6fyDvor6V3iUL7nTfiTKXHiW05nE=
github.com/aws/smithy-go v1.20.3/go.mod h1:krry+ya/rV9RDcV/Q16kpu6ypI4K2czasz0NC3qS14E=
github.com/beeker1121/goque v0.0.0-20170321141813-4044bc29b280 h1:ZgW7EEoTQvz27wleAVF3XVBqc6eBFqB4BNw4Awg4BN8=
github.com/beeker1121/goque v0.0.0-20170321141813-4044bc29b280/go.mod h1:L6dOWBhDOnxUVQsb0wkLve0VCnt2xJW/MI8pdRX4ANw=
github.com/beorn7/perks v1.0.1 h1:VlbKKnNfV8bJzeqoa4cOKqO6bYr3WgKZxO8Z16+hsOM=
Expand Down Expand Up @@ -186,7 +190,6 @@ github.com/jackc/pgconn v0.0.0-20190831204454-2fabfa3c18b7/go.mod h1:ZJKsE/KZfsU
github.com/jackc/pgconn v1.8.0/go.mod h1:1C2Pb36bGIP9QHGBYCjnyhqu7Rv3sGshaQUvmfGIB/o=
github.com/jackc/pgconn v1.9.0/go.mod h1:YctiPyvzfU11JFxoXokUOOKQXQmDMoJL9vJzHH8/2JY=
github.com/jackc/pgconn v1.9.1-0.20210724152538-d89c8390a530/go.mod h1:4z2w8XhRbP1hYxkpTuBjTS3ne3J48K83+u0zoyvg2pI=
github.com/jackc/pgconn v1.10.0 h1:4EYhlDVEMsJ30nNj0mmgwIUXoq7e9sMJrVC2ED6QlCU=
github.com/jackc/pgconn v1.10.0/go.mod h1:4z2w8XhRbP1hYxkpTuBjTS3ne3J48K83+u0zoyvg2pI=
github.com/jackc/pgconn v1.14.3 h1:bVoTr12EGANZz66nZPkMInAV/KHD2TxH9npjXXgiB3w=
github.com/jackc/pgconn v1.14.3/go.mod h1:RZbme4uasqzybK2RK5c65VsHxoyaml09lx3tXOcO/VM=
Expand All @@ -207,7 +210,6 @@ github.com/jackc/pgproto3/v2 v2.0.6/go.mod h1:WfJCnwN3HIg9Ish/j3sgWXnAfK8A9Y0bwX
github.com/jackc/pgproto3/v2 v2.1.1/go.mod h1:WfJCnwN3HIg9Ish/j3sgWXnAfK8A9Y0bwXYU5xKaEdA=
github.com/jackc/pgproto3/v2 v2.3.3 h1:1HLSx5H+tXR9pW3in3zaztoEwQYRC9SQaYUHjTSUOag=
github.com/jackc/pgproto3/v2 v2.3.3/go.mod h1:WfJCnwN3HIg9Ish/j3sgWXnAfK8A9Y0bwXYU5xKaEdA=
github.com/jackc/pgservicefile v0.0.0-20200714003250-2b9c44734f2b h1:C8S2+VttkHFdOOCXJe+YGfa4vHYwlt4Zx+IVXQ97jYg=
github.com/jackc/pgservicefile v0.0.0-20200714003250-2b9c44734f2b/go.mod h1:vsD4gTJCa9TptPL8sPkXrLZ+hDuNrZCnj29CQpr4X1E=
github.com/jackc/pgservicefile v0.0.0-20221227161230-091c0ba34f0a h1:bbPeKD0xmW/Y25WS6cokEszi5g+S0QxI/d45PkRi7Nk=
github.com/jackc/pgservicefile v0.0.0-20221227161230-091c0ba34f0a/go.mod h1:5TJZWKEWniPve33vlWYSoGYefn3gLQRzjfDlhSJ9ZKM=
Expand All @@ -233,7 +235,9 @@ github.com/jinzhu/inflection v1.0.0/go.mod h1:h+uFLlag+Qp1Va5pdKtLDYj+kHp5pxUVkr
github.com/jinzhu/now v1.1.2 h1:eVKgfIdy9b6zbWBMgFpfDPoAMifwSZagU9HmEU6zgiI=
github.com/jinzhu/now v1.1.2/go.mod h1:d3SSVoowX0Lcu0IBviAWJpolVfI5UJVZZ7cO71lE/z8=
github.com/jmespath/go-jmespath v0.0.0-20180206201540-c2b33e8439af/go.mod h1:Nht3zPeWKUH0NzdCt2Blrr5ys8VGpn0CEB0cQHVjt7k=
github.com/jmespath/go-jmespath v0.4.0 h1:BEgLn5cpjn8UN1mAw4NjwDrS35OdebyEtFe+9YPoQUg=
github.com/jmespath/go-jmespath v0.4.0/go.mod h1:T8mJZnbsbmF+m6zOOFylbeCJqk5+pHWvzYPziyZiYoo=
github.com/jmespath/go-jmespath/internal/testify v1.5.1 h1:shLQSRRSCCPj3f2gpwzGwWFoC7ycTf1rcQZHOlsJ6N8=
github.com/jmespath/go-jmespath/internal/testify v1.5.1/go.mod h1:L3OGu8Wl2/fWfCI6z80xFu9LTZmf1ZRjMHUOPmWr69U=
github.com/joho/godotenv v1.4.0 h1:3l4+N6zfMWnkbPEXKng2o2/MR5mSwTrBih4ZEkkz1lg=
github.com/joho/godotenv v1.4.0/go.mod h1:f4LDr5Voq0i2e/R5DDNOoa2zzDfwtkZa6DnEwAbqwq4=
Expand Down
1 change: 1 addition & 0 deletions pumps/init.go
Original file line number Diff line number Diff line change
Expand Up @@ -37,4 +37,5 @@ func init() {
AvailablePumps["sql-graph-aggregate"] = &GraphSQLAggregatePump{}
AvailablePumps["resurfaceio"] = &ResurfacePump{}
AvailablePumps["sqs"] = &SQSPump{}
AvailablePumps["kinesis"] = &KinesisPump{}
}
189 changes: 189 additions & 0 deletions pumps/kinesis.go
Original file line number Diff line number Diff line change
@@ -0,0 +1,189 @@
package pumps

import (
"context"
"crypto/rand"
"encoding/json"
"fmt"
"math/big"

"github.com/TykTechnologies/tyk-pump/analytics"
"github.com/mitchellh/mapstructure"
"github.com/sirupsen/logrus"

"github.com/aws/aws-sdk-go-v2/aws"
awsconfig "github.com/aws/aws-sdk-go-v2/config"
"github.com/aws/aws-sdk-go-v2/service/kinesis"
"github.com/aws/aws-sdk-go-v2/service/kinesis/types"
)

// KinesisPump is a Tyk Pump that sends analytics records to AWS Kinesis.
type KinesisPump struct {
client *kinesis.Client
kinesisConf *KinesisConf
log *logrus.Entry
CommonPumpConfig
}

// @PumpConf Kinesis
type KinesisConf struct {
// The prefix for the environment variables that will be used to override the configuration.
// Defaults to `TYK_PMP_PUMPS_KINESIS_META`
EnvPrefix string `mapstructure:"meta_env_prefix"`
// A name to identify the stream. The stream name is scoped to the AWS account used by the application
// that creates the stream. It is also scoped by AWS Region.
// That is, two streams in two different AWS accounts can have the same name.
// Two streams in the same AWS account but in two different Regions can also have the same name.
StreamName string `mapstructure:"stream_name"`
// AWS Region the Kinesis stream targets
Region string `mapstructure:"region"`
// Each PutRecords (the function used in this pump)request can support up to 500 records.
// Each record in the request can be as large as 1 MiB, up to a limit of 5 MiB for the entire request, including partition keys.
// Each shard can support writes up to 1,000 records per second, up to a maximum data write total of 1 MiB per second.
BatchSize int `mapstructure:"batch_size"`
}

var (
kinesisPrefix = "kinesis-pump"
kinesisDefaultENV = PUMPS_ENV_PREFIX + "_KINESIS" + PUMPS_ENV_META_PREFIX
)

func (p *KinesisPump) New() Pump {
newPump := KinesisPump{}
return &newPump
}

// Init initializes the pump with configuration settings.
func (p *KinesisPump) Init(config interface{}) error {
p.log = log.WithField("prefix", kinesisPrefix)

// Read configuration file
p.kinesisConf = &KinesisConf{}
err := mapstructure.Decode(config, &p.kinesisConf)
if err != nil {
p.log.Fatal("Failed to decode configuration: ", err)
}

processPumpEnvVars(p, p.log, p.kinesisConf, kinesisDefaultENV)

// Load AWS configuration
// Credentials are loaded as specified in
// https://aws.github.io/aws-sdk-go-v2/docs/configuring-sdk/#specifying-credentials
cfg, err := awsconfig.LoadDefaultConfig(context.TODO(), awsconfig.WithRegion(p.kinesisConf.Region))
if err != nil {
p.log.Fatalf("unable to load Kinesis SDK config, %v", err)
}

defaultBatchSize := 100
if p.kinesisConf.BatchSize == 0 {
p.kinesisConf.BatchSize = defaultBatchSize
}

if p.kinesisConf.StreamName == "" {
p.log.Error("Stream name unset - may be unable to produce records")
}

// Create Kinesis client
p.client = kinesis.NewFromConfig(cfg)
p.log.Info(p.GetName() + " Initialized")

return nil
}

// WriteData writes the analytics records to AWS Kinesis in batches.
func (p *KinesisPump) WriteData(ctx context.Context, records []interface{}) error {
batches := splitIntoBatches(records, p.kinesisConf.BatchSize)
for _, batch := range batches {
var entries []types.PutRecordsRequestEntry
for _, record := range batch {
// Build message format
decoded, ok := record.(analytics.AnalyticsRecord)
if !ok {
p.log.WithField("record", record).Error("unable to decode record")
continue
}
//nolint:dupl
analyticsRecord := Json{
"timestamp": decoded.TimeStamp,
"method": decoded.Method,
"path": decoded.Path,
"raw_path": decoded.RawPath,
"response_code": decoded.ResponseCode,
"alias": decoded.Alias,
"api_key": decoded.APIKey,
"api_version": decoded.APIVersion,
"api_name": decoded.APIName,
"api_id": decoded.APIID,
"org_id": decoded.OrgID,
"oauth_id": decoded.OauthID,
"raw_request": decoded.RawRequest,
"request_time_ms": decoded.RequestTime,
"raw_response": decoded.RawResponse,
"ip_address": decoded.IPAddress,
"host": decoded.Host,
"content_length": decoded.ContentLength,
"user_agent": decoded.UserAgent,
"tags": decoded.Tags,
}

// Transform object to json string
json, jsonError := json.Marshal(analyticsRecord)
if jsonError != nil {
p.log.WithError(jsonError).Error("unable to marshal message")
}

n, err := rand.Int(rand.Reader, big.NewInt(1000000000))
if err != nil {
p.log.Error("failed to generate int for Partition key: ", err)
}

// Partition key uses a string representation of Int
// Should even distribute across shards as AWS uses md5 of each message partition key
entry := types.PutRecordsRequestEntry{
Data: json,
PartitionKey: aws.String(fmt.Sprint(n)),
}
entries = append(entries, entry)
}

input := &kinesis.PutRecordsInput{
StreamName: aws.String(p.kinesisConf.StreamName),
Records: entries,
}

output, err := p.client.PutRecords(ctx, input)
if err != nil {
p.log.Error("failed to put records to Kinesis: ", err)
}

// Check for failed records
if output != nil {
for _, record := range output.Records {
if record.ErrorCode != nil {
p.log.Debugf("Failed to put record: %s - %s", aws.ToString(record.ErrorCode), aws.ToString(record.ErrorMessage))
}
p.log.Debug(record)
}
p.log.Info("Purged ", len(output.Records), " records...")
}
}
return nil
}

// splitIntoBatches splits the records into batches of the specified size.
func splitIntoBatches(records []interface{}, batchSize int) [][]interface{} {
var batches [][]interface{}
for batchSize < len(records) {
records, batches = records[batchSize:], append(batches, records[0:batchSize:batchSize])
}
return append(batches, records)
}

// GetName returns the name of the pump.
func (p *KinesisPump) GetName() string {
return "Kinesis Pump"
}

func (p *KinesisPump) GetEnvPrefix() string {
return p.kinesisConf.EnvPrefix
}

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