Repository: xataio/pgstream
Pull request #140 (2025-02-12 10:44:38)

Add transformers package
This PR adds a transformers package which defines the transformer interface and some implementations for string and first name integrating with opensource implementations ([neosync](https://github.com/nucleuscloud/neosync), [greenmask](https://github.com/eminano/greenmask)).

The commits have been split for ease of reviewing. 

github-actions[bot]: ### Merging this branch will **increase** overall coverage

| Impacted Packages | Coverage Δ | :robot: |
|-------------------|------------|---------|
| github.com/xataio/pgstream/pkg/transformers | 100.00% (**+100.00%**) | :star2: |
| github.com/xataio/pgstream/pkg/transformers/builder | 0.00% (ø) |  |
| github.com/xataio/pgstream/pkg/transformers/greenmask | 92.19% (**+92.19%**) | :star2: |
| github.com/xataio/pgstream/pkg/transformers/mocks | 0.00% (ø) |  |
| github.com/xataio/pgstream/pkg/transformers/neosync | 90.00% (**+90.00%**) | :star2: |

---

<details>

<summary>Coverage by file</summary>

### Changed files (no unit tests)

| Changed File | Coverage Δ | Total | Covered | Missed | :robot: |
|--------------|------------|-------|---------|--------|---------|
| github.com/xataio/pgstream/pkg/transformers/builder/transformer_builder.go | 0.00% (ø) | 7 (+7) | 0 | 7 (+7) |  |
| github.com/xataio/pgstream/pkg/transformers/greenmask/greenmask_firstname_transformer.go | 95.00% (**+95.00%**) | 20 (+20) | 19 (+19) | 1 (+1) | :star2: |
| github.com/xataio/pgstream/pkg/transformers/greenmask/greenmask_string_transformer.go | 95.45% (**+95.45%**) | 22 (+22) | 21 (+21) | 1 (+1) | :star2: |
| github.com/xataio/pgstream/pkg/transformers/greenmask/greenmask_transformer.go | 86.36% (**+86.36%**) | 22 (+22) | 19 (+19) | 3 (+3) | :star2: |
| github.com/xataio/pgstream/pkg/transformers/mocks/mock_transformer.go | 0.00% (ø) | 1 (+1) | 0 | 1 (+1) |  |
| github.com/xataio/pgstream/pkg/transformers/neosync/neosync_firstname_transformer.go | 92.31% (**+92.31%**) | 13 (+13) | 12 (+12) | 1 (+1) | :star2: |
| github.com/xataio/pgstream/pkg/transformers/neosync/neosync_string_transformer.go | 93.75% (**+93.75%**) | 16 (+16) | 15 (+15) | 1 (+1) | :star2: |
| github.com/xataio/pgstream/pkg/transformers/neosync/neosync_transformer.go | 85.71% (**+85.71%**) | 21 (+21) | 18 (+18) | 3 (+3) | :star2: |
| github.com/xataio/pgstream/pkg/transformers/string_transformer.go | 100.00% (**+100.00%**) | 10 (+10) | 10 (+10) | 0 | :star2: |
| github.com/xataio/pgstream/pkg/transformers/transformer.go | 100.00% (**+100.00%**) | 7 (+7) | 7 (+7) | 0 | :star2: |

_Please note that the "Total", "Covered", and "Missed" counts above refer to ***code statements*** instead of lines of code. The value in brackets refers to the test coverage of that file in the old version of the code._

### Changed unit test files

- github.com/xataio/pgstream/pkg/transformers/greenmask/greenmask_firstname_transformer_test.go
- github.com/xataio/pgstream/pkg/transformers/greenmask/greenmask_string_transformer_test.go
- github.com/xataio/pgstream/pkg/transformers/neosync/neosync_firstname_transformer_test.go
- github.com/xataio/pgstream/pkg/transformers/neosync/neosync_string_transformer_test.go
- github.com/xataio/pgstream/pkg/transformers/string_transformer_test.go
- github.com/xataio/pgstream/pkg/transformers/transformer_test.go

</details>

github-actions[bot]: ### Merging this branch will **increase** overall coverage

| Impacted Packages | Coverage Δ | :robot: |
|-------------------|------------|---------|
| github.com/xataio/pgstream/pkg/transformers | 100.00% (**+100.00%**) | :star2: |
| github.com/xataio/pgstream/pkg/transformers/builder | 0.00% (ø) |  |
| github.com/xataio/pgstream/pkg/transformers/greenmask | 92.19% (**+92.19%**) | :star2: |
| github.com/xataio/pgstream/pkg/transformers/mocks | 0.00% (ø) |  |
| github.com/xataio/pgstream/pkg/transformers/neosync | 90.00% (**+90.00%**) | :star2: |

---

<details>

<summary>Coverage by file</summary>

### Changed files (no unit tests)

| Changed File | Coverage Δ | Total | Covered | Missed | :robot: |
|--------------|------------|-------|---------|--------|---------|
| github.com/xataio/pgstream/pkg/transformers/builder/transformer_builder.go | 0.00% (ø) | 7 (+7) | 0 | 7 (+7) |  |
| github.com/xataio/pgstream/pkg/transformers/greenmask/greenmask_firstname_transformer.go | 95.00% (**+95.00%**) | 20 (+20) | 19 (+19) | 1 (+1) | :star2: |
| github.com/xataio/pgstream/pkg/transformers/greenmask/greenmask_string_transformer.go | 95.45% (**+95.45%**) | 22 (+22) | 21 (+21) | 1 (+1) | :star2: |
| github.com/xataio/pgstream/pkg/transformers/greenmask/greenmask_transformer.go | 86.36% (**+86.36%**) | 22 (+22) | 19 (+19) | 3 (+3) | :star2: |
| github.com/xataio/pgstream/pkg/transformers/mocks/mock_transformer.go | 0.00% (ø) | 1 (+1) | 0 | 1 (+1) |  |
| github.com/xataio/pgstream/pkg/transformers/neosync/neosync_firstname_transformer.go | 92.31% (**+92.31%**) | 13 (+13) | 12 (+12) | 1 (+1) | :star2: |
| github.com/xataio/pgstream/pkg/transformers/neosync/neosync_string_transformer.go | 93.75% (**+93.75%**) | 16 (+16) | 15 (+15) | 1 (+1) | :star2: |
| github.com/xataio/pgstream/pkg/transformers/neosync/neosync_transformer.go | 85.71% (**+85.71%**) | 21 (+21) | 18 (+18) | 3 (+3) | :star2: |
| github.com/xataio/pgstream/pkg/transformers/string_transformer.go | 100.00% (**+100.00%**) | 10 (+10) | 10 (+10) | 0 | :star2: |
| github.com/xataio/pgstream/pkg/transformers/transformer.go | 100.00% (**+100.00%**) | 7 (+7) | 7 (+7) | 0 | :star2: |

_Please note that the "Total", "Covered", and "Missed" counts above refer to ***code statements*** instead of lines of code. The value in brackets refers to the test coverage of that file in the old version of the code._

### Changed unit test files

- github.com/xataio/pgstream/pkg/transformers/greenmask/greenmask_firstname_transformer_test.go
- github.com/xataio/pgstream/pkg/transformers/greenmask/greenmask_string_transformer_test.go
- github.com/xataio/pgstream/pkg/transformers/neosync/neosync_firstname_transformer_test.go
- github.com/xataio/pgstream/pkg/transformers/neosync/neosync_string_transformer_test.go
- github.com/xataio/pgstream/pkg/transformers/string_transformer_test.go
- github.com/xataio/pgstream/pkg/transformers/transformer_test.go

</details>


Patch:
diff --git a/go.mod b/go.mod
index 9f5db54..371601b 100644
--- a/go.mod
+++ b/go.mod
@@ -1,130 +1,166 @@
 module github.com/xataio/pgstream
 
-go 1.22.2
+go 1.23.2
 
 require (
 	github.com/bytedance/sonic v1.12.3
-	github.com/cenkalti/backoff/v4 v4.2.1
+	github.com/cenkalti/backoff/v4 v4.3.0
 	github.com/elastic/go-elasticsearch/v8 v8.14.0
+	github.com/eminano/greenmask v0.0.0-20250210141616-781d3aca2262
 	github.com/go-logr/zerologr v1.2.3
-	github.com/golang-migrate/migrate/v4 v4.17.1
+	github.com/golang-migrate/migrate/v4 v4.18.1
 	github.com/google/go-cmp v0.6.0
 	github.com/google/uuid v1.6.0
 	github.com/jackc/pgerrcode v0.0.0-20220416144525-469b46aa5efa
 	github.com/jackc/pglogrepl v0.0.0-20240307033717-828fbfe908e9
-	github.com/jackc/pgx/v5 v5.6.0
+	github.com/jackc/pgx/v5 v5.7.2
 	github.com/jonboulle/clockwork v0.4.0
 	github.com/labstack/echo/v4 v4.12.0
 	github.com/lib/pq v1.10.9
 	github.com/mitchellh/mapstructure v1.5.0
+	github.com/nucleuscloud/neosync v0.5.15
 	github.com/opensearch-project/opensearch-go v1.1.0
 	github.com/pterm/pterm v0.12.79
 	github.com/rs/xid v1.5.0
-	github.com/rs/zerolog v1.32.0
+	github.com/rs/zerolog v1.33.0
 	github.com/segmentio/kafka-go v0.4.47
-	github.com/spf13/cobra v1.8.0
-	github.com/spf13/viper v1.18.2
-	github.com/stretchr/testify v1.9.0
-	github.com/testcontainers/testcontainers-go v0.33.0
+	github.com/spf13/cobra v1.8.1
+	github.com/spf13/viper v1.19.0
+	github.com/stretchr/testify v1.10.0
+	github.com/testcontainers/testcontainers-go v0.35.0
 	github.com/testcontainers/testcontainers-go/modules/elasticsearch v0.33.0
 	github.com/testcontainers/testcontainers-go/modules/kafka v0.31.0
 	github.com/testcontainers/testcontainers-go/modules/opensearch v0.31.0
-	github.com/testcontainers/testcontainers-go/modules/postgres v0.31.0
-	go.opentelemetry.io/otel v1.30.0
-	go.opentelemetry.io/otel/metric v1.30.0
-	go.opentelemetry.io/otel/trace v1.30.0
+	github.com/testcontainers/testcontainers-go/modules/postgres v0.35.0
+	go.opentelemetry.io/otel v1.34.0
+	go.opentelemetry.io/otel/metric v1.34.0
+	go.opentelemetry.io/otel/trace v1.34.0
+	golang.org/x/exp v0.0.0-20250128182459-e0ece0dbea4c
 	golang.org/x/sync v0.10.0
+	gopkg.in/yaml.v2 v2.4.0
 )
 
 require (
 	atomicgo.dev/cursor v0.2.0 // indirect
 	atomicgo.dev/keyboard v0.2.9 // indirect
 	atomicgo.dev/schedule v0.1.0 // indirect
-	dario.cat/mergo v1.0.0 // indirect
-	github.com/Azure/go-ansiterm v0.0.0-20230124172434-306776ec8161 // indirect
+	buf.build/gen/go/bufbuild/protovalidate/protocolbuffers/go v1.36.3-20241127180247-a33202765966.1 // indirect
+	dario.cat/mergo v1.0.1 // indirect
+	github.com/Azure/go-ansiterm v0.0.0-20250102033503-faa5f7b0171c // indirect
+	github.com/Jeffail/gabs/v2 v2.7.0 // indirect
+	github.com/Masterminds/goutils v1.1.1 // indirect
+	github.com/Masterminds/semver/v3 v3.3.1 // indirect
+	github.com/Masterminds/sprig/v3 v3.3.0 // indirect
 	github.com/Microsoft/go-winio v0.6.2 // indirect
+	github.com/OneOfOne/xxhash v1.2.8 // indirect
+	github.com/aymerick/douceur v0.2.0 // indirect
 	github.com/bytedance/sonic/loader v0.2.0 // indirect
 	github.com/cloudwego/base64x v0.1.4 // indirect
 	github.com/cloudwego/iasm v0.2.0 // indirect
 	github.com/containerd/console v1.0.3 // indirect
-	github.com/containerd/containerd v1.7.18 // indirect
 	github.com/containerd/log v0.1.0 // indirect
 	github.com/containerd/platforms v0.2.1 // indirect
-	github.com/cpuguy83/dockercfg v0.3.1 // indirect
+	github.com/cpuguy83/dockercfg v0.3.2 // indirect
 	github.com/davecgh/go-spew v1.1.2-0.20180830191138-d8f796af33cc // indirect
+	github.com/dchest/siphash v1.2.3 // indirect
 	github.com/distribution/reference v0.6.0 // indirect
-	github.com/docker/docker v27.1.1+incompatible // indirect
+	github.com/docker/docker v27.5.1+incompatible // indirect
 	github.com/docker/go-connections v0.5.0 // indirect
 	github.com/docker/go-units v0.5.0 // indirect
 	github.com/elastic/elastic-transport-go/v8 v8.6.0 // indirect
+	github.com/expr-lang/expr v1.16.9 // indirect
 	github.com/felixge/httpsnoop v1.0.4 // indirect
-	github.com/fsnotify/fsnotify v1.7.0 // indirect
+	github.com/fsnotify/fsnotify v1.8.0 // indirect
+	github.com/ggwhite/go-masker v1.1.0 // indirect
+	github.com/go-faker/faker/v4 v4.5.0 // indirect
 	github.com/go-logr/logr v1.4.2 // indirect
 	github.com/go-logr/stdr v1.2.2 // indirect
-	github.com/go-ole/go-ole v1.2.6 // indirect
+	github.com/go-ole/go-ole v1.3.0 // indirect
+	github.com/gofrs/uuid v4.4.0+incompatible // indirect
 	github.com/gogo/protobuf v1.3.2 // indirect
 	github.com/golang-jwt/jwt v3.2.2+incompatible // indirect
 	github.com/gookit/color v1.5.4 // indirect
+	github.com/gorilla/css v1.0.1 // indirect
 	github.com/hashicorp/errwrap v1.1.0 // indirect
 	github.com/hashicorp/go-multierror v1.1.1 // indirect
 	github.com/hashicorp/hcl v1.0.0 // indirect
+	github.com/huandu/xstrings v1.5.0 // indirect
 	github.com/inconshreveable/mousetrap v1.1.0 // indirect
 	github.com/jackc/pgio v1.0.0 // indirect
 	github.com/jackc/pgpassfile v1.0.0 // indirect
-	github.com/jackc/pgservicefile v0.0.0-20221227161230-091c0ba34f0a // indirect
-	github.com/jackc/puddle/v2 v2.2.1 // indirect
-	github.com/klauspost/compress v1.17.4 // indirect
-	github.com/klauspost/cpuid/v2 v2.2.3 // indirect
+	github.com/jackc/pgservicefile v0.0.0-20240606120523-5a60cdf6a761 // indirect
+	github.com/jackc/puddle/v2 v2.2.2 // indirect
+	github.com/klauspost/compress v1.17.11 // indirect
+	github.com/klauspost/cpuid/v2 v2.2.9 // indirect
 	github.com/labstack/gommon v0.4.2 // indirect
 	github.com/lithammer/fuzzysearch v1.1.8 // indirect
-	github.com/lufia/plan9stats v0.0.0-20211012122336-39d0f177ccd0 // indirect
-	github.com/magiconair/properties v1.8.7 // indirect
-	github.com/mattn/go-colorable v0.1.13 // indirect
+	github.com/lufia/plan9stats v0.0.0-20240909124753-873cd0166683 // indirect
+	github.com/magiconair/properties v1.8.9 // indirect
+	github.com/matoous/go-nanoid/v2 v2.0.0 // indirect
+	github.com/mattn/go-colorable v0.1.14 // indirect
 	github.com/mattn/go-isatty v0.0.20 // indirect
-	github.com/mattn/go-runewidth v0.0.15 // indirect
+	github.com/mattn/go-runewidth v0.0.16 // indirect
+	github.com/microcosm-cc/bluemonday v1.0.27 // indirect
+	github.com/mitchellh/copystructure v1.2.0 // indirect
+	github.com/mitchellh/reflectwalk v1.0.2 // indirect
 	github.com/moby/docker-image-spec v1.3.1 // indirect
 	github.com/moby/patternmatcher v0.6.0 // indirect
-	github.com/moby/sys/sequential v0.5.0 // indirect
-	github.com/moby/sys/user v0.1.0 // indirect
-	github.com/moby/term v0.5.0 // indirect
+	github.com/moby/sys/sequential v0.6.0 // indirect
+	github.com/moby/sys/user v0.3.0 // indirect
+	github.com/moby/sys/userns v0.1.0 // indirect
+	github.com/moby/term v0.5.2 // indirect
 	github.com/morikuni/aec v1.0.0 // indirect
 	github.com/opencontainers/go-digest v1.0.0 // indirect
 	github.com/opencontainers/image-spec v1.1.0 // indirect
-	github.com/pelletier/go-toml/v2 v2.1.0 // indirect
-	github.com/pierrec/lz4/v4 v4.1.18 // indirect
+	github.com/pelletier/go-toml/v2 v2.2.3 // indirect
+	github.com/pierrec/lz4/v4 v4.1.21 // indirect
 	github.com/pkg/errors v0.9.1 // indirect
 	github.com/pmezard/go-difflib v1.0.1-0.20181226105442-5d4384ee4fb2 // indirect
-	github.com/power-devops/perfstat v0.0.0-20210106213030-5aafc221ea8c // indirect
-	github.com/rivo/uniseg v0.4.4 // indirect
-	github.com/sagikazarmark/locafero v0.4.0 // indirect
+	github.com/power-devops/perfstat v0.0.0-20240221224432-82ca36839d55 // indirect
+	github.com/rivo/uniseg v0.4.7 // indirect
+	github.com/sagikazarmark/locafero v0.7.0 // indirect
 	github.com/sagikazarmark/slog-shim v0.1.0 // indirect
-	github.com/shirou/gopsutil/v3 v3.23.12 // indirect
+	github.com/segmentio/ksuid v1.0.4 // indirect
+	github.com/shirou/gopsutil/v3 v3.24.5 // indirect
 	github.com/shoenig/go-m1cpu v0.1.6 // indirect
+	github.com/shopspring/decimal v1.4.0 // indirect
 	github.com/sirupsen/logrus v1.9.3 // indirect
 	github.com/sourcegraph/conc v0.3.0 // indirect
-	github.com/spf13/afero v1.11.0 // indirect
-	github.com/spf13/cast v1.6.0 // indirect
-	github.com/spf13/pflag v1.0.5 // indirect
+	github.com/spaolacci/murmur3 v1.1.0 // indirect
+	github.com/spf13/afero v1.12.0 // indirect
+	github.com/spf13/cast v1.7.1 // indirect
+	github.com/spf13/pflag v1.0.6 // indirect
+	github.com/stretchr/objx v0.5.2 // indirect
 	github.com/subosito/gotenv v1.6.0 // indirect
-	github.com/tklauser/go-sysconf v0.3.12 // indirect
-	github.com/tklauser/numcpus v0.6.1 // indirect
+	github.com/tidwall/gjson v1.18.0 // indirect
+	github.com/tidwall/match v1.1.1 // indirect
+	github.com/tidwall/pretty v1.2.1 // indirect
+	github.com/tidwall/sjson v1.2.5 // indirect
+	github.com/tilinna/z85 v1.0.0 // indirect
+	github.com/tklauser/go-sysconf v0.3.14 // indirect
+	github.com/tklauser/numcpus v0.9.0 // indirect
 	github.com/twitchyliquid64/golang-asm v0.15.1 // indirect
 	github.com/valyala/bytebufferpool v1.0.0 // indirect
 	github.com/valyala/fasttemplate v1.2.2 // indirect
+	github.com/warpstreamlabs/bento v1.4.1 // indirect
+	github.com/xeipuuv/gojsonpointer v0.0.0-20190905194746-02993c407bfb // indirect
+	github.com/xeipuuv/gojsonreference v0.0.0-20180127040603-bd5ef7bd5415 // indirect
+	github.com/xeipuuv/gojsonschema v1.2.0 // indirect
 	github.com/xo/terminfo v0.0.0-20220910002029-abceb7e1c41e // indirect
-	github.com/yusufpapurcu/wmi v1.2.3 // indirect
-	go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.49.0 // indirect
-	go.uber.org/atomic v1.9.0 // indirect
-	go.uber.org/multierr v1.9.0 // indirect
+	github.com/yusufpapurcu/wmi v1.2.4 // indirect
+	go.opentelemetry.io/auto/sdk v1.1.0 // indirect
+	go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.59.0 // indirect
+	go.uber.org/atomic v1.11.0 // indirect
+	go.uber.org/multierr v1.11.0 // indirect
 	golang.org/x/arch v0.0.0-20210923205945-b76863e36670 // indirect
-	golang.org/x/crypto v0.31.0 // indirect
-	golang.org/x/exp v0.0.0-20230905200255-921286631fa9 // indirect
-	golang.org/x/mod v0.17.0 // indirect
-	golang.org/x/net v0.26.0 // indirect
-	golang.org/x/sys v0.28.0 // indirect
-	golang.org/x/term v0.27.0 // indirect
+	golang.org/x/crypto v0.32.0 // indirect
+	golang.org/x/mod v0.22.0 // indirect
+	golang.org/x/net v0.34.0 // indirect
+	golang.org/x/sys v0.29.0 // indirect
+	golang.org/x/term v0.28.0 // indirect
 	golang.org/x/text v0.21.0 // indirect
-	golang.org/x/time v0.5.0 // indirect
+	golang.org/x/time v0.9.0 // indirect
+	google.golang.org/protobuf v1.36.3 // indirect
 	gopkg.in/ini.v1 v1.67.0 // indirect
 	gopkg.in/yaml.v3 v3.0.1 // indirect
 )
diff --git a/go.sum b/go.sum
index 3a18e90..e6828b3 100644
--- a/go.sum
+++ b/go.sum
@@ -6,14 +6,26 @@ atomicgo.dev/keyboard v0.2.9 h1:tOsIid3nlPLZ3lwgG8KZMp/SFmr7P0ssEN5JUsm78K8=
 atomicgo.dev/keyboard v0.2.9/go.mod h1:BC4w9g00XkxH/f1HXhW2sXmJFOCWbKn9xrOunSFtExQ=
 atomicgo.dev/schedule v0.1.0 h1:nTthAbhZS5YZmgYbb2+DH8uQIZcTlIrd4eYr3UQxEjs=
 atomicgo.dev/schedule v0.1.0/go.mod h1:xeUa3oAkiuHYh8bKiQBRojqAMq3PXXbJujjb0hw8pEU=
-dario.cat/mergo v1.0.0 h1:AGCNq9Evsj31mOgNPcLyXc+4PNABt905YmuqPYYpBWk=
-dario.cat/mergo v1.0.0/go.mod h1:uNxQE+84aUszobStD9th8a29P2fMDhsBdgRYvZOxGmk=
+buf.build/gen/go/bufbuild/protovalidate/protocolbuffers/go v1.36.3-20241127180247-a33202765966.1 h1:cQZXKoQ+eB0kykzfJe80RP3nc+3PWbbBrUBm8XNYAQY=
+buf.build/gen/go/bufbuild/protovalidate/protocolbuffers/go v1.36.3-20241127180247-a33202765966.1/go.mod h1:6VPKM8zbmgf9qsmkmKeH49a36Vtmidw3rG53B5mTenc=
+connectrpc.com/connect v1.18.1 h1:PAg7CjSAGvscaf6YZKUefjoih5Z/qYkyaTrBW8xvYPw=
+connectrpc.com/connect v1.18.1/go.mod h1:0292hj1rnx8oFrStN7cB4jjVBeqs+Yx5yDIC2prWDO8=
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@@ -110,8 +149,16 @@ github.com/gookit/color v1.4.2/go.mod h1:fqRyamkC1W8uxl+lxCQxOT09l/vYfZ+QeiX3rKQ
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@@ -119,10 +166,23 @@ github.com/hashicorp/go-multierror v1.1.1 h1:H5DkEtf6CXdFp0N0Em5UCwQpXMWke8IA0+l
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@@ -131,12 +191,12 @@ github.com/jackc/pglogrepl v0.0.0-20240307033717-828fbfe908e9 h1:86CQbMauoZdLS0H
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@@ -147,6 +207,7 @@ github.com/jcmturner/gokrb5/v8 v8.4.4 h1:x1Sv4HaTpepFkXbt2IkL29DXRf8sOfZXo8eRKh6
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@@ -177,51 +240,71 @@ github.com/lib/pq v1.10.9 h1:YXG7RB+JIjhP29X+OtkiDnYaXQwpS4JEWq7dtCCRUEw=
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+go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracehttp v1.23.1/go.mod h1:22jr92C6KwlwItJmQzfixzQM3oyyuYLCfHiMY+rpsPU=
+go.opentelemetry.io/otel/metric v1.34.0 h1:+eTR3U0MyfWjRDhmFMxe2SsW64QrZ84AOhvqS7Y+PoQ=
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+go.opentelemetry.io/otel/sdk v1.34.0 h1:95zS4k/2GOy069d321O8jWgYsW3MzVV+KuSPKp7Wr1A=
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+go.opentelemetry.io/proto/otlp v1.5.0 h1:xJvq7gMzB31/d406fB8U5CBdyQGw4P399D1aQWU/3i4=
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+go.uber.org/atomic v1.11.0 h1:ZvwS0R+56ePWxUNi+Atn9dWONBPp/AUETXlHW0DxSjE=
+go.uber.org/atomic v1.11.0/go.mod h1:LUxbIzbOniOlMKjJjyPfpl4v+PKK2cNJn91OQbhoJI0=
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 golang.org/x/arch v0.0.0-20210923205945-b76863e36670 h1:18EFjUmQOcUvxNYSkA6jO9VAiXCnxFY6NyDX0bHDmkU=
 golang.org/x/arch v0.0.0-20210923205945-b76863e36670/go.mod h1:5om86z9Hs0C8fWVUuoMHwpExlXzs5Tkyp9hOrfG7pp8=
 golang.org/x/crypto v0.0.0-20190308221718-c2843e01d9a2/go.mod h1:djNgcEr1/C05ACkg1iLfiJU5Ep61QUkGW8qpdssI0+w=
@@ -347,16 +478,16 @@ golang.org/x/crypto v0.0.0-20191011191535-87dc89f01550/go.mod h1:yigFU9vqHzYiE8U
 golang.org/x/crypto v0.0.0-20200622213623-75b288015ac9/go.mod h1:LzIPMQfyMNhhGPhUkYOs5KpL4U8rLKemX1yGLhDgUto=
 golang.org/x/crypto v0.0.0-20210921155107-089bfa567519/go.mod h1:GvvjBRRGRdwPK5ydBHafDWAxML/pGHZbMvKqRZ5+Abc=
 golang.org/x/crypto v0.14.0/go.mod h1:MVFd36DqK4CsrnJYDkBA3VC4m2GkXAM0PvzMCn4JQf4=
-golang.org/x/crypto v0.31.0 h1:ihbySMvVjLAeSH1IbfcRTkD/iNscyz8rGzjF/E5hV6U=
-golang.org/x/crypto v0.31.0/go.mod h1:kDsLvtWBEx7MV9tJOj9bnXsPbxwJQ6csT/x4KIN4Ssk=
-golang.org/x/exp v0.0.0-20230905200255-921286631fa9 h1:GoHiUyI/Tp2nVkLI2mCxVkOjsbSXD66ic0XW0js0R9g=
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+golang.org/x/crypto v0.32.0 h1:euUpcYgM8WcP71gNpTqQCn6rC2t6ULUPiOzfWaXVVfc=
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 golang.org/x/mod v0.2.0/go.mod h1:s0Qsj1ACt9ePp/hMypM3fl4fZqREWJwdYDEqhRiZZUA=
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 golang.org/x/mod v0.8.0/go.mod h1:iBbtSCu2XBx23ZKBPSOrRkjjQPZFPuis4dIYUhu/chs=
-golang.org/x/mod v0.17.0 h1:zY54UmvipHiNd+pm+m0x9KhZ9hl1/7QNMyxXbc6ICqA=
-golang.org/x/mod v0.17.0/go.mod h1:hTbmBsO62+eylJbnUtE2MGJUyE7QWk4xUqPFrRgJ+7c=
+golang.org/x/mod v0.22.0 h1:D4nJWe9zXqHOmWqj4VMOJhvzj7bEZg4wEYa759z1pH4=
+golang.org/x/mod v0.22.0/go.mod h1:6SkKJ3Xj0I0BrPOZoBy3bdMptDDU9oJrpohJ3eWZ1fY=
 golang.org/x/net v0.0.0-20190404232315-eb5bcb51f2a3/go.mod h1:t9HGtf8HONx5eT2rtn7q6eTqICYqUVnKs3thJo3Qplg=
 golang.org/x/net v0.0.0-20190620200207-3b0461eec859/go.mod h1:z5CRVTTTmAJ677TzLLGU+0bjPO0LkuOLi4/5GtJWs/s=
 golang.org/x/net v0.0.0-20200226121028-0de0cce0169b/go.mod h1:z5CRVTTTmAJ677TzLLGU+0bjPO0LkuOLi4/5GtJWs/s=
@@ -367,8 +498,8 @@ golang.org/x/net v0.0.0-20220722155237-a158d28d115b/go.mod h1:XRhObCWvk6IyKnWLug
 golang.org/x/net v0.6.0/go.mod h1:2Tu9+aMcznHK/AK1HMvgo6xiTLG5rD5rZLDS+rp2Bjs=
 golang.org/x/net v0.10.0/go.mod h1:0qNGK6F8kojg2nk9dLZ2mShWaEBan6FAoqfSigmmuDg=
 golang.org/x/net v0.17.0/go.mod h1:NxSsAGuq816PNPmqtQdLE42eU2Fs7NoRIZrHJAlaCOE=
-golang.org/x/net v0.26.0 h1:soB7SVo0PWrY4vPW/+ay0jKDNScG2X9wFeYlXIvJsOQ=
-golang.org/x/net v0.26.0/go.mod h1:5YKkiSynbBIh3p6iOc/vibscux0x38BZDkn8sCUPxHE=
+golang.org/x/net v0.34.0 h1:Mb7Mrk043xzHgnRM88suvJFwzVrRfHEHJEl5/71CKw0=
+golang.org/x/net v0.34.0/go.mod h1:di0qlW3YNM5oh6GqDGQr92MyTozJPmybPK4Ev/Gm31k=
 golang.org/x/sync v0.0.0-20190423024810-112230192c58/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
 golang.org/x/sync v0.0.0-20190911185100-cd5d95a43a6e/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
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@@ -390,19 +521,17 @@ golang.org/x/sys v0.0.0-20210616094352-59db8d763f22/go.mod h1:oPkhp1MJrh7nUepCBc
 golang.org/x/sys v0.0.0-20211013075003-97ac67df715c/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.0.0-20220319134239-a9b59b0215f8/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.0.0-20220520151302-bc2c85ada10a/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
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-golang.org/x/sys v0.11.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
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-golang.org/x/sys v0.15.0/go.mod h1:/VUhepiaJMQUp4+oa/7Zr1D23ma6VTLIYjOOTFZPUcA=
-golang.org/x/sys v0.28.0 h1:Fksou7UEQUWlKvIdsqzJmUmCX3cZuD2+P3XyyzwMhlA=
-golang.org/x/sys v0.28.0/go.mod h1:/VUhepiaJMQUp4+oa/7Zr1D23ma6VTLIYjOOTFZPUcA=
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+golang.org/x/sys v0.29.0/go.mod h1:/VUhepiaJMQUp4+oa/7Zr1D23ma6VTLIYjOOTFZPUcA=
 golang.org/x/term v0.0.0-20201126162022-7de9c90e9dd1/go.mod h1:bj7SfCRtBDWHUb9snDiAeCFNEtKQo2Wmx5Cou7ajbmo=
 golang.org/x/term v0.0.0-20210220032956-6a3ed077a48d/go.mod h1:bj7SfCRtBDWHUb9snDiAeCFNEtKQo2Wmx5Cou7ajbmo=
 golang.org/x/term v0.0.0-20210615171337-6886f2dfbf5b/go.mod h1:jbD1KX2456YbFQfuXm/mYQcufACuNUgVhRMnK/tPxf8=
@@ -410,8 +539,8 @@ golang.org/x/term v0.0.0-20210927222741-03fcf44c2211/go.mod h1:jbD1KX2456YbFQfuX
 golang.org/x/term v0.5.0/go.mod h1:jMB1sMXY+tzblOD4FWmEbocvup2/aLOaQEp7JmGp78k=
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-golang.org/x/term v0.27.0 h1:WP60Sv1nlK1T6SupCHbXzSaN0b9wUmsPoRS9b61A23Q=
-golang.org/x/term v0.27.0/go.mod h1:iMsnZpn0cago0GOrHO2+Y7u7JPn5AylBrcoWkElMTSM=
+golang.org/x/term v0.28.0 h1:/Ts8HFuMR2E6IP/jlo7QVLZHggjKQbhu/7H0LJFr3Gg=
+golang.org/x/term v0.28.0/go.mod h1:Sw/lC2IAUZ92udQNf3WodGtn4k/XoLyZoh8v/8uiwek=
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@@ -422,8 +551,8 @@ golang.org/x/text v0.9.0/go.mod h1:e1OnstbJyHTd6l/uOt8jFFHp6TRDWZR/bV3emEE/zU8=
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 golang.org/x/text v0.21.0/go.mod h1:4IBbMaMmOPCJ8SecivzSH54+73PCFmPWxNTLm+vZkEQ=
-golang.org/x/time v0.5.0 h1:o7cqy6amK/52YcAKIPlM3a+Fpj35zvRj2TP+e1xFSfk=
-golang.org/x/time v0.5.0/go.mod h1:3BpzKBy/shNhVucY/MWOyx10tF3SFh9QdLuxbVysPQM=
+golang.org/x/time v0.9.0 h1:EsRrnYcQiGH+5FfbgvV4AP7qEZstoyrHB0DzarOQ4ZY=
+golang.org/x/time v0.9.0/go.mod h1:3BpzKBy/shNhVucY/MWOyx10tF3SFh9QdLuxbVysPQM=
 golang.org/x/tools v0.0.0-20180917221912-90fa682c2a6e/go.mod h1:n7NCudcB/nEzxVGmLbDWY5pfWTLqBcC2KZ6jyYvM4mQ=
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@@ -434,24 +563,28 @@ golang.org/x/xerrors v0.0.0-20190717185122-a985d3407aa7/go.mod h1:I/5z698sn9Ka8T
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-google.golang.org/genproto v0.0.0-20231106174013-bbf56f31fb17 h1:wpZ8pe2x1Q3f2KyT5f8oP/fa9rHAKgFPr/HZdNuS+PQ=
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 gopkg.in/yaml.v2 v2.2.8/go.mod h1:hI93XBmqTisBFMUTm0b8Fm+jr3Dg1NNxqwp+5A1VGuI=
+gopkg.in/yaml.v2 v2.4.0 h1:D8xgwECY7CYvx+Y2n4sBz93Jn9JRvxdiyyo8CTfuKaY=
+gopkg.in/yaml.v2 v2.4.0/go.mod h1:RDklbk79AGWmwhnvt/jBztapEOGDOx6ZbXqjP6csGnQ=
 gopkg.in/yaml.v3 v3.0.0-20200313102051-9f266ea9e77c/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
 gopkg.in/yaml.v3 v3.0.0-20210107192922-496545a6307b/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
 gopkg.in/yaml.v3 v3.0.1 h1:fxVm/GzAzEWqLHuvctI91KS9hhNmmWOoWu0XTYJS7CA=
diff --git a/pkg/transformers/builder/transformer_builder.go b/pkg/transformers/builder/transformer_builder.go
new file mode 100644
index 0000000..f3f4166
--- /dev/null
+++ b/pkg/transformers/builder/transformer_builder.go
@@ -0,0 +1,26 @@
+// SPDX-License-Identifier: Apache-2.0
+
+package builder
+
+import (
+	"github.com/xataio/pgstream/pkg/transformers"
+	"github.com/xataio/pgstream/pkg/transformers/greenmask"
+	"github.com/xataio/pgstream/pkg/transformers/neosync"
+)
+
+func New(cfg *transformers.Config) (transformers.Transformer, error) {
+	switch cfg.Name {
+	case transformers.String:
+		return transformers.NewStringTransformer(cfg.Generator, cfg.Parameters)
+	case transformers.NeosyncString:
+		return neosync.NewStringTransformer(cfg.Parameters)
+	case transformers.GreenmaskString:
+		return greenmask.NewStringTransformer(cfg.Generator, cfg.Parameters)
+	case transformers.NeosyncFirstName:
+		return neosync.NewFirstNameTransformer(cfg.Parameters)
+	case transformers.GreenmaskFirstName:
+		return greenmask.NewFirstNameTransformer(cfg.Generator, cfg.Parameters)
+	default:
+		return nil, transformers.ErrUnsupportedTransformer
+	}
+}
diff --git a/pkg/transformers/greenmask/greenmask_firstname_transformer.go b/pkg/transformers/greenmask/greenmask_firstname_transformer.go
new file mode 100644
index 0000000..407c5c9
--- /dev/null
+++ b/pkg/transformers/greenmask/greenmask_firstname_transformer.go
@@ -0,0 +1,61 @@
+// SPDX-License-Identifier: Apache-2.0
+
+package greenmask
+
+import (
+	"fmt"
+
+	greenmasktransformers "github.com/eminano/greenmask/pkg/generators/transformers"
+	"github.com/xataio/pgstream/pkg/transformers"
+)
+
+type FirstNameTransformer struct {
+	transformer *greenmasktransformers.RandomPersonTransformer
+}
+
+func NewFirstNameTransformer(generator transformers.GeneratorType, params transformers.Parameters) (*FirstNameTransformer, error) {
+	gender, err := findParameter(params, "gender", greenmasktransformers.AnyGenderName)
+	if err != nil {
+		return nil, fmt.Errorf("greenmask_string: symbols must be a string: %w", err)
+	}
+
+	t := greenmasktransformers.NewRandomPersonTransformer(toGreenmaskGender(gender), nil)
+
+	if err := setGenerator(t, generator); err != nil {
+		return nil, err
+	}
+
+	return &FirstNameTransformer{
+		transformer: t,
+	}, nil
+}
+
+func (fnt *FirstNameTransformer) Transform(value any) (any, error) {
+	var toTransform []byte
+	switch val := value.(type) {
+	case string:
+		toTransform = []byte(val)
+	case []byte:
+		toTransform = val
+	default:
+		return nil, transformers.ErrUnsupportedValueType
+	}
+
+	ret, err := fnt.transformer.GetFullName("", toTransform)
+	if err != nil {
+		return nil, err
+	}
+
+	return ret["FirstName"], nil
+}
+
+func toGreenmaskGender(gender string) string {
+	switch gender {
+	case "female":
+		return greenmasktransformers.FemaleGenderName
+	case "male":
+		return greenmasktransformers.MaleGenderName
+	default:
+		return greenmasktransformers.AnyGenderName
+	}
+}
diff --git a/pkg/transformers/greenmask/greenmask_string_transformer.go b/pkg/transformers/greenmask/greenmask_string_transformer.go
new file mode 100644
index 0000000..6e2686d
--- /dev/null
+++ b/pkg/transformers/greenmask/greenmask_string_transformer.go
@@ -0,0 +1,61 @@
+// SPDX-License-Identifier: Apache-2.0
+
+package greenmask
+
+import (
+	"fmt"
+
+	greenmasktransformers "github.com/eminano/greenmask/pkg/generators/transformers"
+	"github.com/xataio/pgstream/pkg/transformers"
+)
+
+type StringTransformer struct {
+	transformer *greenmasktransformers.RandomStringTransformer
+}
+
+const defaultSymbols = "abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ1234567890"
+
+func NewStringTransformer(generator transformers.GeneratorType, params transformers.Parameters) (*StringTransformer, error) {
+	symbols, err := findParameter(params, "symbols", defaultSymbols)
+	if err != nil {
+		return nil, fmt.Errorf("greenmask_string: symbols must be a string: %w", err)
+	}
+
+	minLength, err := findParameter(params, "min_length", 1)
+	if err != nil {
+		return nil, fmt.Errorf("greenmask_string: min_length must be an integer: %w", err)
+	}
+
+	maxLength, err := findParameter(params, "max_length", 100)
+	if err != nil {
+		return nil, fmt.Errorf("greenmask_string: max_length must be an integer: %w", err)
+	}
+
+	t, err := greenmasktransformers.NewRandomStringTransformer([]rune(symbols), minLength, maxLength)
+	if err != nil {
+		return nil, err
+	}
+
+	if err := setGenerator(t, generator); err != nil {
+		return nil, err
+	}
+
+	return &StringTransformer{
+		transformer: t,
+	}, nil
+}
+
+func (st *StringTransformer) Transform(value any) (any, error) {
+	var toTransform []byte
+	switch val := value.(type) {
+	case string:
+		toTransform = []byte(val)
+	case []byte:
+		toTransform = val
+	default:
+		return nil, transformers.ErrUnsupportedValueType
+	}
+
+	ret := st.transformer.Transform(toTransform)
+	return string(ret), nil
+}
diff --git a/pkg/transformers/greenmask/greenmask_transformer.go b/pkg/transformers/greenmask/greenmask_transformer.go
new file mode 100644
index 0000000..861cf12
--- /dev/null
+++ b/pkg/transformers/greenmask/greenmask_transformer.go
@@ -0,0 +1,52 @@
+// SPDX-License-Identifier: Apache-2.0
+
+package greenmask
+
+import (
+	"time"
+
+	greenmaskgenerators "github.com/eminano/greenmask/pkg/generators"
+	greenmasktransformers "github.com/eminano/greenmask/pkg/generators/transformers"
+	"github.com/xataio/pgstream/pkg/transformers"
+)
+
+func setGenerator(t greenmasktransformers.Transformer, generatorType transformers.GeneratorType) error {
+	// default to using random generator
+	if generatorType == "" {
+		generatorType = transformers.Random
+	}
+
+	var greenmaskGenerator greenmaskgenerators.Generator
+	switch generatorType {
+	case transformers.Random:
+		greenmaskGenerator = greenmaskgenerators.NewRandomBytes(time.Now().UnixNano(), t.GetRequiredGeneratorByteLength())
+	case transformers.Deterministic:
+		hashFuncName, _, err := greenmaskgenerators.GetHashFunctionNameBySize(t.GetRequiredGeneratorByteLength())
+		if err != nil {
+			return err
+		}
+		greenmaskGenerator, err = greenmaskgenerators.NewHash([]byte{}, hashFuncName)
+		if err != nil {
+			return err
+		}
+	default:
+		return transformers.ErrUnsupportedGenerator
+	}
+
+	return t.SetGenerator(greenmaskGenerator)
+}
+
+func findParameter[T any](params transformers.Parameters, name string, defaultVal T) (T, error) {
+	var found bool
+	var err error
+
+	var val T
+	val, found, err = transformers.FindParameter[T](params, name)
+	if err != nil {
+		return val, err
+	}
+	if !found {
+		return defaultVal, nil
+	}
+	return val, nil
+}
diff --git a/pkg/transformers/mocks/mock_transformer.go b/pkg/transformers/mocks/mock_transformer.go
new file mode 100644
index 0000000..b9de9c9
--- /dev/null
+++ b/pkg/transformers/mocks/mock_transformer.go
@@ -0,0 +1,11 @@
+// SPDX-License-Identifier: Apache-2.0
+
+package mocks
+
+type Transformer struct {
+	TransformFn func(any) (any, error)
+}
+
+func (m *Transformer) Transform(val any) (any, error) {
+	return m.TransformFn(val)
+}
diff --git a/pkg/transformers/neosync/neosync_firstname_transformer.go b/pkg/transformers/neosync/neosync_firstname_transformer.go
new file mode 100644
index 0000000..2c39e74
--- /dev/null
+++ b/pkg/transformers/neosync/neosync_firstname_transformer.go
@@ -0,0 +1,40 @@
+// SPDX-License-Identifier: Apache-2.0
+
+package neosync
+
+import (
+	"fmt"
+
+	neosynctransformers "github.com/nucleuscloud/neosync/worker/pkg/benthos/transformers"
+	"github.com/xataio/pgstream/pkg/transformers"
+)
+
+type FirstNameTransformer struct {
+	*transformer[string]
+}
+
+func NewFirstNameTransformer(params transformers.Parameters) (*FirstNameTransformer, error) {
+	preserveLength, err := findParameter[bool](params, "preserve_length")
+	if err != nil {
+		return nil, fmt.Errorf("neosync_firstname: preserve_length must be a boolean: %w", err)
+	}
+
+	maxLength, err := findParameter[int](params, "max_length")
+	if err != nil {
+		return nil, fmt.Errorf("neosync_firstname: max_length must be an integer: %w", err)
+	}
+
+	seed, err := findParameter[int](params, "seed")
+	if err != nil {
+		return nil, fmt.Errorf("neosync_firstname: seed must be an integer: %w", err)
+	}
+
+	opts, err := neosynctransformers.NewTransformFirstNameOpts(toInt64Ptr(maxLength), preserveLength, toInt64Ptr(seed))
+	if err != nil {
+		return nil, err
+	}
+
+	return &FirstNameTransformer{
+		transformer: New[string](neosynctransformers.NewTransformFirstName(), opts),
+	}, nil
+}
diff --git a/pkg/transformers/neosync/neosync_string_transformer.go b/pkg/transformers/neosync/neosync_string_transformer.go
new file mode 100644
index 0000000..1081d7a
--- /dev/null
+++ b/pkg/transformers/neosync/neosync_string_transformer.go
@@ -0,0 +1,45 @@
+// SPDX-License-Identifier: Apache-2.0
+
+package neosync
+
+import (
+	"fmt"
+
+	neosynctransformers "github.com/nucleuscloud/neosync/worker/pkg/benthos/transformers"
+	"github.com/xataio/pgstream/pkg/transformers"
+)
+
+type StringTransformer struct {
+	*transformer[string]
+}
+
+func NewStringTransformer(params transformers.Parameters) (*StringTransformer, error) {
+	preserveLength, err := findParameter[bool](params, "preserve_length")
+	if err != nil {
+		return nil, fmt.Errorf("neosync_string: preserve_length must be a boolean: %w", err)
+	}
+
+	minLength, err := findParameter[int](params, "min_length")
+	if err != nil {
+		return nil, fmt.Errorf("neosync_string: min_length must be an integer: %w", err)
+	}
+
+	maxLength, err := findParameter[int](params, "max_length")
+	if err != nil {
+		return nil, fmt.Errorf("neosync_string: max_length must be an integer: %w", err)
+	}
+
+	seed, err := findParameter[int](params, "seed")
+	if err != nil {
+		return nil, fmt.Errorf("neosync_string: seed must be an integer: %w", err)
+	}
+
+	opts, err := neosynctransformers.NewTransformStringOpts(preserveLength, toInt64Ptr(minLength), toInt64Ptr(maxLength), toInt64Ptr(seed))
+	if err != nil {
+		return nil, err
+	}
+
+	return &StringTransformer{
+		transformer: New[string](neosynctransformers.NewTransformString(), opts),
+	}, nil
+}
diff --git a/pkg/transformers/neosync/neosync_transformer.go b/pkg/transformers/neosync/neosync_transformer.go
new file mode 100644
index 0000000..0a8cc5d
--- /dev/null
+++ b/pkg/transformers/neosync/neosync_transformer.go
@@ -0,0 +1,63 @@
+// SPDX-License-Identifier: Apache-2.0
+
+package neosync
+
+import (
+	"github.com/xataio/pgstream/pkg/transformers"
+)
+
+// transformer is a wrapper around a neosync transformer. Neosync transformers
+// return a pointer to the type, so this implementation is generic to ensure
+// different types are supported.
+type transformer[T any] struct {
+	neosyncTransformer neosyncTransformer
+	opts               any
+}
+
+type neosyncTransformer interface {
+	Transform(value any, opts any) (any, error)
+}
+
+func New[T any](t neosyncTransformer, opts any) *transformer[T] {
+	return &transformer[T]{
+		opts:               opts,
+		neosyncTransformer: t,
+	}
+}
+
+func (t *transformer[T]) Transform(value any) (any, error) {
+	retPtr, err := t.neosyncTransformer.Transform(value, t.opts)
+	if err != nil {
+		return nil, err
+	}
+
+	ret, ok := retPtr.(*T)
+	if !ok {
+		return nil, transformers.ErrUnsupportedValueType
+	}
+	return *ret, nil
+}
+
+func findParameter[T any](params transformers.Parameters, name string) (*T, error) {
+	var found bool
+	var err error
+
+	val := new(T)
+	*val, found, err = transformers.FindParameter[T](params, name)
+	if err != nil {
+		return nil, err
+	}
+	if !found {
+		val = nil
+	}
+	return val, nil
+}
+
+func toInt64Ptr(i *int) *int64 {
+	if i == nil {
+		return nil
+	}
+
+	i64 := int64(*i)
+	return &i64
+}
diff --git a/pkg/transformers/string_transformer.go b/pkg/transformers/string_transformer.go
new file mode 100644
index 0000000..dc332ab
--- /dev/null
+++ b/pkg/transformers/string_transformer.go
@@ -0,0 +1,40 @@
+// SPDX-License-Identifier: Apache-2.0
+
+package transformers
+
+import (
+	"fmt"
+
+	"golang.org/x/exp/rand"
+)
+
+type StringTransformer struct {
+	// todo: add buffer pool
+	// maxLength int
+	// minLength int
+}
+
+func NewStringTransformer(generator GeneratorType, params Parameters) (*StringTransformer, error) {
+	return &StringTransformer{}, nil
+}
+
+func (st *StringTransformer) Transform(v any) (any, error) {
+	switch str := v.(type) {
+	case string:
+		return st.transform(str), nil
+	case []byte:
+		return st.transform(string(str)), nil
+	default:
+		return v, fmt.Errorf("expected string, got %T: %w", v, ErrUnsupportedValueType)
+	}
+}
+
+func (st *StringTransformer) transform(str string) string {
+	const letterBytes = "abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ"
+
+	b := make([]byte, len(str))
+	for i := range b {
+		b[i] = letterBytes[rand.Intn(len(letterBytes))]
+	}
+	return string(b)
+}
diff --git a/pkg/transformers/transformer.go b/pkg/transformers/transformer.go
new file mode 100644
index 0000000..adf5471
--- /dev/null
+++ b/pkg/transformers/transformer.go
@@ -0,0 +1,57 @@
+// SPDX-License-Identifier: Apache-2.0
+
+package transformers
+
+import (
+	"errors"
+)
+
+type Transformer interface {
+	Transform(any) (any, error)
+}
+
+type Config struct {
+	Name       TransformerType
+	Generator  GeneratorType
+	Parameters Parameters
+}
+
+type TransformerType string
+
+const (
+	String             TransformerType = "string"
+	NeosyncString      TransformerType = "neosync_string"
+	GreenmaskString    TransformerType = "greenmask_string"
+	NeosyncFirstName   TransformerType = "neosync_firstname"
+	GreenmaskFirstName TransformerType = "greenmask_firstname"
+)
+
+type GeneratorType string
+
+const (
+	Random        GeneratorType = "random"
+	Deterministic GeneratorType = "deterministic"
+)
+
+type Parameters map[string]any
+
+var (
+	ErrUnsupportedValueType   = errors.New("unsupported value type for transformer")
+	ErrUnsupportedGenerator   = errors.New("transformer doesn't support the configured generator")
+	ErrUnsupportedTransformer = errors.New("unsupported transformer config")
+	ErrInvalidParameters      = errors.New("invalid transformer parameters")
+)
+
+func FindParameter[T any](params Parameters, name string) (T, bool, error) {
+	valAny, found := params[name]
+	if !found {
+		return *new(T), false, nil
+	}
+
+	val, ok := valAny.(T)
+	if !ok {
+		return *new(T), true, ErrInvalidParameters
+	}
+
+	return val, true, nil
+}


Test patch:
diff --git a/pkg/transformers/greenmask/greenmask_firstname_transformer_test.go b/pkg/transformers/greenmask/greenmask_firstname_transformer_test.go
new file mode 100644
index 0000000..0d1ffb7
--- /dev/null
+++ b/pkg/transformers/greenmask/greenmask_firstname_transformer_test.go
@@ -0,0 +1,151 @@
+// SPDX-License-Identifier: Apache-2.0
+
+package greenmask
+
+import (
+	"testing"
+
+	"github.com/stretchr/testify/require"
+	"github.com/xataio/pgstream/pkg/transformers"
+)
+
+func Test_NewFirstNameTransformer(t *testing.T) {
+	t.Parallel()
+
+	tests := []struct {
+		name          string
+		params        transformers.Parameters
+		generatorType transformers.GeneratorType
+
+		wantErr error
+	}{
+		{
+			name: "ok - random",
+			params: map[string]any{
+				"gender": "female",
+			},
+			generatorType: transformers.Random,
+
+			wantErr: nil,
+		},
+		{
+			name: "ok - deterministic",
+			params: map[string]any{
+				"gender": "male",
+			},
+			generatorType: transformers.Deterministic,
+
+			wantErr: nil,
+		},
+		{
+			name: "ok - unknown gender defaults to any",
+			params: map[string]any{
+				"gender": "other",
+			},
+			generatorType: transformers.Deterministic,
+
+			wantErr: nil,
+		},
+		{
+			name: "error - invalid gender",
+			params: map[string]any{
+				"gender": 1,
+			},
+			generatorType: transformers.Random,
+
+			wantErr: transformers.ErrInvalidParameters,
+		},
+		{
+			name:          "error - invalid generator",
+			params:        map[string]any{},
+			generatorType: "invalid",
+
+			wantErr: transformers.ErrUnsupportedGenerator,
+		},
+	}
+
+	for _, tc := range tests {
+		t.Run(tc.name, func(t *testing.T) {
+			t.Parallel()
+
+			_, err := NewFirstNameTransformer(tc.generatorType, tc.params)
+			require.ErrorIs(t, err, tc.wantErr)
+		})
+	}
+}
+
+func TestFirstNameTransformer_Transform(t *testing.T) {
+	t.Parallel()
+
+	tests := []struct {
+		name          string
+		value         any
+		params        transformers.Parameters
+		generatorType transformers.GeneratorType
+
+		wantName string
+		wantErr  error
+	}{
+		{
+			name:  "ok - random with string",
+			value: "alice",
+			params: map[string]any{
+				"gender": "female",
+			},
+			generatorType: transformers.Random,
+
+			wantErr: nil,
+		},
+		{
+			name:  "ok - random with []byte",
+			value: []byte("alice"),
+			params: map[string]any{
+				"gender": "male",
+			},
+			generatorType: transformers.Random,
+
+			wantErr: nil,
+		},
+		{
+			name:  "ok - deterministic",
+			value: "alice",
+			params: map[string]any{
+				"gender": "female",
+			},
+			generatorType: transformers.Deterministic,
+
+			wantName: "Pearlie",
+			wantErr:  nil,
+		},
+		{
+			name:  "error - unsupported value type",
+			value: 1,
+			params: map[string]any{
+				"gender": "female",
+			},
+			generatorType: transformers.Random,
+
+			wantErr: transformers.ErrUnsupportedValueType,
+		},
+	}
+
+	for _, tc := range tests {
+		t.Run(tc.name, func(t *testing.T) {
+			t.Parallel()
+
+			transformer, err := NewFirstNameTransformer(tc.generatorType, tc.params)
+			require.NoError(t, err)
+
+			got, err := transformer.Transform(tc.value)
+			require.ErrorIs(t, err, tc.wantErr)
+			if err != nil {
+				return
+			}
+
+			if tc.wantName == "" {
+				return
+			}
+			require.Equal(t, tc.wantName, got)
+		})
+	}
+}
diff --git a/pkg/transformers/greenmask/greenmask_string_transformer_test.go b/pkg/transformers/greenmask/greenmask_string_transformer_test.go
new file mode 100644
index 0000000..194929d
--- /dev/null
+++ b/pkg/transformers/greenmask/greenmask_string_transformer_test.go
@@ -0,0 +1,178 @@
+// SPDX-License-Identifier: Apache-2.0
+
+package greenmask
+
+import (
+	"testing"
+
+	"github.com/stretchr/testify/require"
+	"github.com/xataio/pgstream/pkg/transformers"
+)
+
+func Test_NewStringTransformer(t *testing.T) {
+	t.Parallel()
+
+	tests := []struct {
+		name          string
+		params        transformers.Parameters
+		generatorType transformers.GeneratorType
+
+		wantErr error
+	}{
+		{
+			name: "ok - random",
+			params: map[string]any{
+				"symbols":    "abcdef",
+				"min_length": int(2),
+				"max_length": int(2),
+			},
+			generatorType: transformers.Random,
+
+			wantErr: nil,
+		},
+		{
+			name: "ok - deterministic",
+			params: map[string]any{
+				"symbols":    "abcdef",
+				"min_length": int(2),
+				"max_length": int(2),
+			},
+			generatorType: transformers.Deterministic,
+
+			wantErr: nil,
+		},
+		{
+			name: "error - invalid symbols",
+			params: map[string]any{
+				"symbols": 123,
+			},
+			generatorType: transformers.Random,
+
+			wantErr: transformers.ErrInvalidParameters,
+		},
+		{
+			name: "error - invalid min length",
+			params: map[string]any{
+				"min_length": "2",
+			},
+			generatorType: transformers.Random,
+
+			wantErr: transformers.ErrInvalidParameters,
+		},
+		{
+			name: "error - invalid max length",
+			params: map[string]any{
+				"max_length": "2",
+			},
+			generatorType: transformers.Random,
+
+			wantErr: transformers.ErrInvalidParameters,
+		},
+		{
+			name:          "error - invalid generator",
+			params:        map[string]any{},
+			generatorType: "invalid",
+
+			wantErr: transformers.ErrUnsupportedGenerator,
+		},
+	}
+
+	for _, tc := range tests {
+		t.Run(tc.name, func(t *testing.T) {
+			t.Parallel()
+
+			_, err := NewStringTransformer(tc.generatorType, tc.params)
+			require.ErrorIs(t, err, tc.wantErr)
+		})
+	}
+}
+
+func TestStringTransformer_Transform(t *testing.T) {
+	t.Parallel()
+
+	tests := []struct {
+		name          string
+		value         any
+		params        transformers.Parameters
+		generatorType transformers.GeneratorType
+
+		wantLen int
+		wantStr string
+		wantErr error
+	}{
+		{
+			name:  "ok - random with string",
+			value: "hello",
+			params: map[string]any{
+				"symbols":    "abcdef",
+				"min_length": int(2),
+				"max_length": int(2),
+			},
+			generatorType: transformers.Random,
+
+			wantLen: 2,
+			wantErr: nil,
+		},
+		{
+			name:  "ok - random with []byte",
+			value: []byte("hello"),
+			params: map[string]any{
+				"symbols":    "abcdef",
+				"min_length": int(2),
+				"max_length": int(2),
+			},
+			generatorType: transformers.Random,
+
+			wantLen: 2,
+			wantErr: nil,
+		},
+		{
+			name:  "ok - deterministic",
+			value: "hello",
+			params: map[string]any{
+				"symbols":    "abcdef",
+				"min_length": int(2),
+				"max_length": int(2),
+			},
+			generatorType: transformers.Deterministic,
+
+			wantLen: 2,
+			wantStr: "dc",
+			wantErr: nil,
+		},
+		{
+			name:  "error - unsupported value type",
+			value: 1,
+			params: map[string]any{
+				"symbols":    "abcdef",
+				"min_length": int(2),
+				"max_length": int(2),
+			},
+			generatorType: transformers.Random,
+
+			wantLen: 0,
+			wantErr: transformers.ErrUnsupportedValueType,
+		},
+	}
+
+	for _, tc := range tests {
+		t.Run(tc.name, func(t *testing.T) {
+			t.Parallel()
+
+			transformer, err := NewStringTransformer(tc.generatorType, tc.params)
+			require.NoError(t, err)
+
+			got, err := transformer.Transform(tc.value)
+			require.ErrorIs(t, err, tc.wantErr)
+			if err != nil {
+				return
+			}
+
+			require.Len(t, got, tc.wantLen)
+			if tc.wantStr == "" {
+				return
+			}
+			require.Equal(t, tc.wantStr, got)
+		})
+	}
+}
diff --git a/pkg/transformers/neosync/neosync_firstname_transformer_test.go b/pkg/transformers/neosync/neosync_firstname_transformer_test.go
new file mode 100644
index 0000000..72796c2
--- /dev/null
+++ b/pkg/transformers/neosync/neosync_firstname_transformer_test.go
@@ -0,0 +1,83 @@
+// SPDX-License-Identifier: Apache-2.0
+
+package neosync
+
+import (
+	"testing"
+
+	"github.com/stretchr/testify/require"
+	"github.com/xataio/pgstream/pkg/transformers"
+)
+
+func TestFirstnameTransformer_Transform(t *testing.T) {
+	t.Parallel()
+
+	tests := []struct {
+		name   string
+		value  any
+		params transformers.Parameters
+
+		wantName string
+		wantErr  error
+	}{
+		{
+			name:  "ok",
+			value: "alice",
+			params: map[string]any{
+				"preserve_length": false,
+				"max_length":      4,
+				"seed":            0,
+			},
+
+			wantName: "Ute",
+			wantErr:  nil,
+		},
+		{
+			name:  "error - invalid preserve length",
+			value: "alice",
+			params: map[string]any{
+				"preserve_length": 1,
+			},
+
+			wantName: "",
+			wantErr:  transformers.ErrInvalidParameters,
+		},
+		{
+			name:  "error - invalid max length",
+			value: "alice",
+			params: map[string]any{
+				"max_length": "1",
+			},
+
+			wantName: "",
+			wantErr:  transformers.ErrInvalidParameters,
+		},
+		{
+			name:  "error - invalid seed",
+			value: "alice",
+			params: map[string]any{
+				"seed": "1",
+			},
+
+			wantName: "",
+			wantErr:  transformers.ErrInvalidParameters,
+		},
+	}
+
+	for _, tc := range tests {
+		t.Run(tc.name, func(t *testing.T) {
+			t.Parallel()
+
+			transformer, err := NewFirstNameTransformer(tc.params)
+			require.ErrorIs(t, err, tc.wantErr)
+
+			if err != nil {
+				return
+			}
+
+			got, err := transformer.Transform(tc.value)
+			require.ErrorIs(t, err, tc.wantErr)
+			require.Equal(t, tc.wantName, got)
+		})
+	}
+}
diff --git a/pkg/transformers/neosync/neosync_string_transformer_test.go b/pkg/transformers/neosync/neosync_string_transformer_test.go
new file mode 100644
index 0000000..23d4bf5
--- /dev/null
+++ b/pkg/transformers/neosync/neosync_string_transformer_test.go
@@ -0,0 +1,94 @@
+// SPDX-License-Identifier: Apache-2.0
+
+package neosync
+
+import (
+	"testing"
+
+	"github.com/stretchr/testify/require"
+	"github.com/xataio/pgstream/pkg/transformers"
+)
+
+func TestStringTransformer_Transform(t *testing.T) {
+	t.Parallel()
+
+	tests := []struct {
+		name   string
+		value  any
+		params transformers.Parameters
+
+		wantString string
+		wantErr    error
+	}{
+		{
+			name:  "ok",
+			value: "hello",
+			params: map[string]any{
+				"preserve_length": false,
+				"min_length":      2,
+				"max_length":      2,
+				"seed":            0,
+			},
+
+			wantString: "np",
+			wantErr:    nil,
+		},
+		{
+			name:  "error - invalid preserve length",
+			value: "hello",
+			params: map[string]any{
+				"preserve_length": 1,
+			},
+
+			wantString: "",
+			wantErr:    transformers.ErrInvalidParameters,
+		},
+		{
+			name:  "error - invalid min length",
+			value: "hello",
+			params: map[string]any{
+				"min_length": "1",
+			},
+
+			wantString: "",
+			wantErr:    transformers.ErrInvalidParameters,
+		},
+		{
+			name:  "error - invalid max length",
+			value: "hello",
+			params: map[string]any{
+				"max_length": "1",
+			},
+
+			wantString: "",
+			wantErr:    transformers.ErrInvalidParameters,
+		},
+		{
+			name:  "error - invalid seed",
+			value: "hello",
+			params: map[string]any{
+				"seed": "1",
+			},
+
+			wantString: "",
+			wantErr:    transformers.ErrInvalidParameters,
+		},
+	}
+
+	for _, tc := range tests {
+		t.Run(tc.name, func(t *testing.T) {
+			t.Parallel()
+
+			transformer, err := NewStringTransformer(tc.params)
+			require.ErrorIs(t, err, tc.wantErr)
+
+			if err != nil {
+				return
+			}
+
+			got, err := transformer.Transform(tc.value)
+			require.ErrorIs(t, err, tc.wantErr)
+			require.Equal(t, tc.wantString, got)
+		})
+	}
+}
diff --git a/pkg/transformers/string_transformer_test.go b/pkg/transformers/string_transformer_test.go
new file mode 100644
index 0000000..78349e1
--- /dev/null
+++ b/pkg/transformers/string_transformer_test.go
@@ -0,0 +1,60 @@
+// SPDX-License-Identifier: Apache-2.0
+
+package transformers
+
+import (
+	"testing"
+
+	"github.com/stretchr/testify/require"
+)
+
+func TestStringTransformer_Transform(t *testing.T) {
+	t.Parallel()
+
+	tests := []struct {
+		name  string
+		value any
+
+		wantLen int
+		wantErr error
+	}{
+		{
+			name:  "ok - string",
+			value: "hello",
+
+			wantLen: 5,
+			wantErr: nil,
+		},
+		{
+			name:  "ok - []byte",
+			value: []byte("hello"),
+
+			wantLen: 5,
+			wantErr: nil,
+		},
+		{
+			name:  "unsupported type",
+			value: 1,
+
+			wantLen: 0,
+			wantErr: ErrUnsupportedValueType,
+		},
+	}
+
+	for _, tc := range tests {
+		t.Run(tc.name, func(t *testing.T) {
+			t.Parallel()
+
+			st, err := NewStringTransformer(Random, nil)
+			require.NoError(t, err)
+			got, err := st.Transform(tc.value)
+			require.ErrorIs(t, err, tc.wantErr)
+			if tc.wantErr != nil {
+				return
+			}
+
+			require.Len(t, got, tc.wantLen)
+			require.NotEqual(t, got, tc.value)
+		})
+	}
+}
diff --git a/pkg/transformers/transformer_test.go b/pkg/transformers/transformer_test.go
new file mode 100644
index 0000000..df65728
--- /dev/null
+++ b/pkg/transformers/transformer_test.go
@@ -0,0 +1,68 @@
+// SPDX-License-Identifier: Apache-2.0
+
+package transformers
+
+import (
+	"testing"
+
+	"github.com/stretchr/testify/require"
+)
+
+func Test_FindParameter(t *testing.T) {
+	t.Parallel()
+
+	tests := []struct {
+		name      string
+		params    Parameters
+		paramName string
+
+		wantFound bool
+		wantParam int
+		wantErr   error
+	}{
+		{
+			name: "ok",
+			params: map[string]any{
+				"test": 1,
+			},
+			paramName: "test",
+
+			wantFound: true,
+			wantParam: 1,
+			wantErr:   nil,
+		},
+		{
+			name: "ok - not found",
+			params: map[string]any{
+				"test": 1,
+			},
+			paramName: "another",
+
+			wantFound: false,
+			wantParam: 0,
+			wantErr:   nil,
+		},
+		{
+			name: "error - invalid parameter type",
+			params: map[string]any{
+				"test": "1",
+			},
+			paramName: "test",
+
+			wantFound: true,
+			wantParam: 0,
+			wantErr:   ErrInvalidParameters,
+		},
+	}
+
+	for _, tc := range tests {
+		t.Run(tc.name, func(t *testing.T) {
+			t.Parallel()
+
+			got, found, err := FindParameter[int](tc.params, tc.paramName)
+			require.ErrorIs(t, err, tc.wantErr)
+			require.Equal(t, tc.wantFound, found)
+			require.Equal(t, tc.wantParam, got)
+		})
+	}
+}