# boltage [neo4j-browser](https://github.com/neo4j/neo4j-browser), cypher-shell and the Neo4j drivers on top of PostgreSQL, using [Apache AGE](https://github.com/apache/age) as the graph engine. boltage is a small Python server that speaks Neo4j's Bolt protocol and translates Cypher into AGE `cypher()` calls. It can also serve neo4j-browser. A [container image](#container-images) bundles everything, together with [pgAdmin](https://www.pgadmin.org/) for working with the same data in SQL. ``` neo4j-browser (static files) boltage (Python) PostgreSQL + AGE ┌──────────────────────┐ Bolt ┌────────────────────────-──┐ SQL ┌────────────────┐ │ in your web browser │───────▶│ Bolt server (TCP + WS) │──────▶│ cypher('g',$$ │ │ served on :7474 │ :7687 │ Cypher → AGE translation │ :5432 │ ... $$) │ └──────────────────────┘ │ emulated Neo4j procedures │ └────────────────┘ └─────────────────────────-─┘ ``` ## Installation boltage needs Python 3.11 or later and a PostgreSQL server with the AGE extension installed and loaded (`shared_preload_libraries=age`). ```sh pip install 'boltage[binary]' BOLTAGE_PG_HOST=localhost BOLTAGE_PG_DATABASE=postgres boltage ``` The `binary` extra pulls in psycopg's prebuilt wheels; leave it out to use a psycopg built against your system's libpq. `python -m boltage` works the same as `boltage`. Neo4j clients can now connect to `neo4j://localhost:7687` with a PostgreSQL user name and password. boltage does not include neo4j-browser itself. To serve it, install the `browser` extra ([Starlette](https://www.starlette.io/) and [uvicorn](https://www.uvicorn.org/)), build neo4j-browser and point `BOLTAGE_BROWSER_DIR` at its `dist` directory; it is then served on . The [container images](#container-images) do all of this for you. ```sh pip install 'boltage[binary,browser]' BOLTAGE_PG_HOST=localhost BOLTAGE_PG_DATABASE=postgres BOLTAGE_BROWSER_DIR=/path/to/neo4j-browser/dist boltage ``` ## Configuration boltage is configured through environment variables: | Variable | Default | Purpose | | --- | --- | --- | | `BOLTAGE_PG_HOST` | `127.0.0.1` | PostgreSQL host. | | `BOLTAGE_PG_PORT` | `5432` | PostgreSQL port. | | `BOLTAGE_PG_DATABASE` | `$POSTGRES_DB`, else `$POSTGRES_USER`, else `postgres` | PostgreSQL database holding the graphs. | | `BOLTAGE_DEFAULT_GRAPH` | `neo4j` | Graph used when a client does not pick a database. | | `BOLTAGE_BOLT_PORT` | `7687` | Port the Bolt server listens on (TCP and WebSocket). | | `BOLTAGE_HTTP_PORT` | `7474` | Port neo4j-browser is served on, when `BOLTAGE_BROWSER_DIR` is set. | | `BOLTAGE_BROWSER_DIR` | (unset) | neo4j-browser `dist` directory to serve; needs the `browser` extra. | | `BOLTAGE_ADVERTISED_BOLT_PORT` | `$BOLTAGE_BOLT_PORT` | Bolt port advertised to the browser; set it when clients reach the Bolt port on another port. | | `BOLTAGE_ADVERTISED_HOST` | `localhost` | Host reported in `SHOW DATABASES` and to clients that do not send a routing address. | | `BOLTAGE_LOG_LEVEL` | `INFO` | `DEBUG` logs every generated SQL statement. | | `BOLTAGE_TLS_CERT` | (unset) | PEM certificate (chain) for TLS, see [TLS](#tls). | | `BOLTAGE_TLS_KEY` | (unset) | PEM private key of that certificate. | | `BOLTAGE_BOLT_TLS` | `optional` with a certificate, else `disabled` | TLS on the Bolt port: `disabled`, `optional` or `required`. | | `BOLTAGE_HTTPS` | `true` with a certificate, else `false` | Serve neo4j-browser over HTTPS instead of HTTP. | ### TLS With `BOLTAGE_TLS_CERT` and `BOLTAGE_TLS_KEY` set, boltage accepts TLS on the Bolt port and serves neo4j-browser over HTTPS: ```sh BOLTAGE_TLS_CERT=/etc/boltage/cert.pem BOLTAGE_TLS_KEY=/etc/boltage/key.pem boltage ``` `BOLTAGE_BOLT_TLS` works like Neo4j's TLS level for Bolt. `optional`, the default when a certificate is set, accepts TLS and plain connections on the same port, so `bolt://` and `bolt+s://` both work. `required` only accepts TLS and makes the discovery document advertise `neo4j+s://`. `disabled` ignores the certificate for Bolt but still uses it for HTTPS unless `BOLTAGE_HTTPS=false`. Clients connect with `bolt+s://` or `neo4j+s://` when they trust the certificate, and with `bolt+ssc://` or `neo4j+ssc://` for a self-signed one. neo4j-browser served over HTTPS connects to the Bolt port over a secure WebSocket (`wss://`), which needs the Bolt port to accept TLS and the browser to trust its certificate; with a self-signed certificate, open `https://localhost:7687/` once and accept it. The certificate is read at start-up, so restart boltage after renewing it. For the container images, see [TLS in the containers](#tls-in-the-containers). The connection from boltage to PostgreSQL uses libpq, which takes its TLS settings from [its environment variables](https://www.postgresql.org/docs/current/libpq-envars.html), such as `PGSSLMODE=verify-full` and `PGSSLROOTCERT`. ## How it works - **Databases are AGE graphs.** Every AGE graph shows up as a Neo4j database, and `:use ` switches between them. Clients that do not pick a database get `BOLTAGE_DEFAULT_GRAPH` (`neo4j`); the full container image and the compose setup create that graph on first start. `CREATE DATABASE x` and `DROP DATABASE x` on the `system` database call `create_graph` / `drop_graph`; AGE requires names of at least 3 characters. - **Queries** are sent to AGE as `SELECT * FROM cypher('', $$ $$) AS (...)`. boltage works out the result columns from the final `RETURN` clause and inlines query parameters as Cypher literals. - **Results** of read queries are streamed through a PostgreSQL cursor as clients pull them, so boltage holds at most a thousand rows of a result at a time. The query keeps a transaction open until its result has been read. Queries that can write (`CREATE`, `MERGE`, `SET`, `DELETE`, `REMOVE`, or `CALL` of a procedure) run to completion first and are buffered, because AGE performs writes while their rows are fetched. - **Neo4j procedures** that neo4j-browser relies on (`dbms.components`, `SHOW DATABASES`, `db.labels`, `db.schema.visualization`, `SHOW PROCEDURES`, ...) are emulated from the AGE catalog. - **Workarounds for AGE**: neo4j-browser's "expand node" query uses a pattern comprehension, and its relationship lookup uses `id(n) IN [...]`, which AGE rejects for lists of more than one element. boltage rewrites both into equivalent Cypher that AGE accepts. - **Authentication** is passed straight through: every Bolt connection opens its own PostgreSQL connection with the credentials you log in with. ## Querying the graph from SQL AGE stores each node label and relationship type as a table in the graph's schema, with all properties in one `agtype` column, `properties`; `properties ->> 'key'::text` returns a property as text. For typed columns, define a view on top of the label table: ```sql CREATE VIEW neo4j.movies AS SELECT id, properties ->> 'title'::text AS title, (properties ->> 'released'::text)::integer AS released FROM neo4j."Movie"; ``` A plain view converts the properties every time it is read. To index the typed columns, make it a materialized view and refresh it when the graph has changed; a unique index on `id` lets the refresh run without blocking readers: ```sql CREATE MATERIALIZED VIEW neo4j.movies AS SELECT id, properties ->> 'title'::text AS title, (properties ->> 'released'::text)::integer AS released FROM neo4j."Movie"; CREATE UNIQUE INDEX ON neo4j.movies (id); CREATE INDEX ON neo4j.movies (released); REFRESH MATERIALIZED VIEW CONCURRENTLY neo4j.movies; ``` Prefer (materialized) views over adding columns to the label tables themselves: - The graph stays schema-free, like a Neo4j graph. A property value that does not fit the view's column type, such as `CREATE (:Movie {released: 'soon'})`, is still written; the view fails when it is read, and a refresh fails and keeps the materialized view's previous contents. - A view can be changed or dropped at any time, while AGE does not allow dropping columns from its label tables. - A view can use any SQL expression. A generated column only accepts immutable expressions, which rules out some conversions, see [Dates and times](#dates-and-times). - Creating a view does not rewrite or lock the label table. ### Dates and times AGE has no date or time types, so store a point in time either as a Unix timestamp (seconds since 1970-01-01 UTC) or as an ISO 8601 string with a UTC offset, and convert it in the view: ```sql CREATE VIEW neo4j.movie_dates AS SELECT id, to_timestamp((properties ->> 'updated'::text)::bigint) AT TIME ZONE 'UTC' AS updated, (properties ->> 'premiere'::text)::timestamptz AS premiere FROM neo4j."Movie"; ``` Here `updated` is a Unix timestamp, such as `1729500000`, that becomes a `timestamp` in UTC, and `premiere` is a string, such as `'1999-03-24T19:00:00-08:00'`, that becomes a `timestamptz`. Casting a string without an offset to `timestamptz` reads it in the `TimeZone` of the session that reads (or refreshes) the view, so always include one. ### Generated columns If a typed column has to be in the label table itself, kept up to date on every Cypher `CREATE`, `MERGE`, `SET` and `REMOVE`, add it as a stored generated column: ```sql ALTER TABLE neo4j."Movie" ADD COLUMN released integer GENERATED ALWAYS AS ((properties ->> 'released'::text)::integer) STORED; ``` Unlike a view, this makes Cypher writes fail when a value does not fit the column's type, the column cannot be removed again, and adding it rewrites and locks the table. Generated columns also only accept immutable expressions. The Unix timestamp conversion above is immutable, but casting text to `timestamptz` is not: its result depends on the `TimeZone` setting for strings without an offset, on `DateStyle` for formats like `'01/02/2024'`, and on the clock for strings like `'now'`. So `GENERATED ALWAYS AS ((properties ->> 'premiere'::text)::timestamptz)` is rejected with `generation expression is not immutable`. It takes a function that only accepts strings for which the cast always gives the same result, ISO 8601 with a UTC offset, and declares itself immutable: ```sql CREATE FUNCTION public.iso8601_timestamptz(value text) RETURNS timestamptz LANGUAGE plpgsql IMMUTABLE STRICT PARALLEL SAFE SET TimeZone = 'UTC' AS $$ BEGIN IF value !~ '^\d{4}-\d{2}-\d{2}T\d{2}:\d{2}(:\d{2}(\.\d+)?)?(Z|[+-]\d{2}(:?\d{2})?)$' THEN RAISE EXCEPTION 'not an ISO 8601 timestamp with a UTC offset: %', value; END IF; RETURN value::timestamptz; END $$; ALTER TABLE neo4j."Movie" ADD COLUMN premiere timestamptz GENERATED ALWAYS AS (public.iso8601_timestamptz(properties ->> 'premiere'::text)) STORED; ``` PostgreSQL trusts the `IMMUTABLE` label without checking it, so the regular expression is what makes it true. A view needs none of this. ## Exposing existing tables as a graph AGE only queries its own label tables, so to query existing tables with Cypher, mirror them into a graph with triggers. The graph then changes in the same transaction as the tables. Take these tables: ```sql CREATE TABLE public.customer (customer_id bigint PRIMARY KEY, name text, city text); CREATE TABLE public.product (product_id bigint PRIMARY KEY, title text, price numeric); CREATE TABLE public.purchase ( customer_id bigint REFERENCES public.customer, product_id bigint REFERENCES public.product, bought_at timestamptz, quantity integer, PRIMARY KEY (customer_id, product_id) ); ``` Create a graph with a label for each table. AGE needs `ag_catalog` in the `search_path` to create them: ```sql SET search_path = ag_catalog, "$user", public; SELECT ag_catalog.create_graph('shop'); SELECT ag_catalog.create_vlabel('shop', 'Customer'); SELECT ag_catalog.create_vlabel('shop', 'Product'); SELECT ag_catalog.create_elabel('shop', 'BOUGHT'); ``` A vertex id is a label id and a 48-bit number, so `_graphid` turns a primary key into a vertex id. Edges can then be built straight from the foreign keys. Every change to a row replaces its vertex: ```sql CREATE FUNCTION public.customer_to_graph() RETURNS trigger LANGUAGE plpgsql SECURITY DEFINER SET search_path = ag_catalog, pg_catalog AS $$ BEGIN IF TG_OP IN ('UPDATE', 'DELETE') THEN DELETE FROM shop."Customer" WHERE id = _graphid(_label_id('shop', 'Customer'), OLD.customer_id); END IF; IF TG_OP IN ('INSERT', 'UPDATE') THEN INSERT INTO shop."Customer" (id, properties) VALUES (_graphid(_label_id('shop', 'Customer'), NEW.customer_id), agtype_build_map('customer_id', NEW.customer_id, 'name', NEW.name, 'city', NEW.city)); END IF; RETURN NULL; END $$; CREATE TRIGGER to_graph AFTER INSERT OR UPDATE OR DELETE ON public.customer FOR EACH ROW EXECUTE FUNCTION public.customer_to_graph(); ``` `public.product` gets the same trigger for `Product`. Edges keep the ids AGE gives them and are found by their endpoints: ```sql CREATE FUNCTION public.purchase_to_graph() RETURNS trigger LANGUAGE plpgsql SECURITY DEFINER SET search_path = ag_catalog, pg_catalog AS $$ BEGIN IF TG_OP IN ('UPDATE', 'DELETE') THEN DELETE FROM shop."BOUGHT" WHERE start_id = _graphid(_label_id('shop', 'Customer'), OLD.customer_id) AND end_id = _graphid(_label_id('shop', 'Product'), OLD.product_id); END IF; IF TG_OP IN ('INSERT', 'UPDATE') THEN INSERT INTO shop."BOUGHT" (start_id, end_id, properties) VALUES (_graphid(_label_id('shop', 'Customer'), NEW.customer_id), _graphid(_label_id('shop', 'Product'), NEW.product_id), agtype_build_map('bought_at', NEW.bought_at::text, 'quantity', NEW.quantity)); END IF; RETURN NULL; END $$; CREATE TRIGGER to_graph AFTER INSERT OR UPDATE OR DELETE ON public.purchase FOR EACH ROW EXECUTE FUNCTION public.purchase_to_graph(); ``` To copy the rows that are already there, update each of them once, vertices first: ```sql UPDATE public.customer SET customer_id = customer_id; UPDATE public.product SET product_id = product_id; UPDATE public.purchase SET customer_id = customer_id; ``` This rewrites every row; for large tables, an `INSERT INTO shop."Customer" ... SELECT` with the same expressions is faster. After that, `MATCH (c:Customer)-[:BOUGHT]->(p:Product)` works on the `shop` database, including unlabelled and variable-length patterns. Some things to keep in mind: - This only works in one direction. AGE writes label tables without firing triggers, so a Cypher `CREATE`, `SET` or `DELETE` on a mirrored label does not reach the tables, and the next change to the row overwrites it. AGE does check table privileges, so grant the users that log in through boltage only `SELECT` on the mirrored label tables. The triggers are `SECURITY DEFINER`, so relational writes still reach the graph. Superusers bypass privileges. - Vertex ids need a `bigint` primary key below 248. Other keys, such as composite keys or UUIDs, need a table that maps each key to a number. - Updating a row in `public.purchase` gives its edge a new id; vertex ids never change. - The data is stored twice, and every write to the tables also writes to the graph. ## Container images The [`Containerfile`](Containerfile) builds two images: - **full** (the default): PostgreSQL with AGE, boltage, neo4j-browser and pgAdmin in one container. - **slim** (`--target slim`): only boltage and neo4j-browser, for a PostgreSQL server with AGE that runs elsewhere. [`compose.yaml`](compose.yaml) runs it next to separate PostgreSQL and pgAdmin containers. Any OCI-compatible build tool works. Docker does not pick up a `Containerfile` by itself, so pass it explicitly: `docker build -f Containerfile -t boltage .`. `docker` takes the same options as `podman` in the commands below. ### Everything in one container ```sh podman build -t boltage . podman run -d --name boltage -e POSTGRES_PASSWORD=secret \ -p 7474:7474 -p 7687:7687 -p 5050:5050 -p 5432:5432 \ -v boltage-data:/var/lib/postgresql -v boltage-pgadmin:/var/lib/pgadmin boltage ``` | Port | Service | Log in with | | --- | --- | --- | | 7474 | neo4j-browser: | PostgreSQL user `postgres` and `POSTGRES_PASSWORD` | | 7687 | Bolt, for Neo4j drivers and cypher-shell (`neo4j://localhost:7687`) | same as above | | 5050 | pgAdmin: | `admin@example.com` and `POSTGRES_PASSWORD` | | 5432 | PostgreSQL, for `psql` and other SQL clients | same as neo4j-browser | pgAdmin comes with the bundled PostgreSQL server already registered as "boltage"; it asks for the PostgreSQL password the first time you open it. AGE stores each graph as a schema of the same name, with one table per label. Besides boltage's own variables above, the image uses these: | Variable | Default | Purpose | | --- | --- | --- | | `POSTGRES_PASSWORD` | (required) | Password of the PostgreSQL superuser, see the [postgres image docs](https://hub.docker.com/_/postgres). `POSTGRES_USER` and `POSTGRES_DB` work too. | | `BOLTAGE_DEFAULT_GRAPH` | `neo4j` | Also the graph created when the database is initialised. | | `PGADMIN_DEFAULT_EMAIL` | `admin@example.com` | pgAdmin login, created on first start. | | `PGADMIN_DEFAULT_PASSWORD` | `$POSTGRES_PASSWORD` | pgAdmin login password, set on first start. | | `BOLTAGE_PGADMIN` | `true` | Set to `false` to not start pgAdmin. | | `BOLTAGE_PGADMIN_PORT` | `5050` | Port pgAdmin listens on inside the container. | pgAdmin keeps its users and settings in `/var/lib/pgadmin`; changing `PGADMIN_DEFAULT_*` after the first start has no effect unless that directory is empty. ### boltage with a separate PostgreSQL server The slim image runs boltage and serves neo4j-browser, and is configured with the variables in [Configuration](#configuration). Point it at any PostgreSQL server that has AGE installed and loaded (`shared_preload_libraries=age`): ```sh podman build --target slim -t boltage:slim . podman run -d --name boltage -p 7474:7474 -p 7687:7687 \ -e BOLTAGE_PG_HOST=db.example.com -e BOLTAGE_PG_DATABASE=graphs boltage:slim ``` boltage creates no graphs of its own. If the database has none yet, run `CREATE DATABASE neo4j` on the `system` database (`:use system` in neo4j-browser), or `SELECT ag_catalog.create_graph('neo4j');` in SQL. ### Compose: boltage, PostgreSQL and pgAdmin as separate containers [`compose.yaml`](compose.yaml) builds the slim image and runs it with [`apache/age`](https://hub.docker.com/r/apache/age) for PostgreSQL and the official [`dpage/pgadmin4`](https://hub.docker.com/r/dpage/pgadmin4) image: ```sh echo POSTGRES_PASSWORD=secret > .env podman compose up -d ``` It works with `podman compose` and `docker compose`, and publishes the same ports and logins as the full image: neo4j-browser on 7474, Bolt on 7687, pgAdmin on 5050 and PostgreSQL on 5432. Set `BOLTAGE_POSTGRES_PORT` to publish PostgreSQL on another host port. The default graph (`BOLTAGE_DEFAULT_GRAPH`, `neo4j`) is created when the database is initialised, and pgAdmin comes with the server already registered as "boltage". `PGADMIN_DEFAULT_EMAIL`, `PGADMIN_DEFAULT_PASSWORD` and `BOLTAGE_LOG_LEVEL` can be set in `.env` too. Data is kept in the `postgres-data` and `pgadmin-data` volumes; `podman compose down -v` removes them. ### TLS in the containers Both images serve plain Bolt and HTTP unless you turn on [TLS](#tls), either with a self-signed certificate that the container generates, or with your own certificate. In both cases the Bolt port keeps accepting plain connections as well, unless you also set `BOLTAGE_BOLT_TLS=required`, and neo4j-browser moves to ; set `BOLTAGE_HTTPS=false` to keep serving it over HTTP. #### A self-signed certificate Set `BOLTAGE_TLS_SELF_SIGNED=true`, and mount a volume on `/var/lib/boltage` to keep the certificate when the container is re-created: ```sh podman run -d --name boltage -e POSTGRES_PASSWORD=secret -e BOLTAGE_TLS_SELF_SIGNED=true \ -p 7474:7474 -p 7687:7687 -p 5050:5050 -p 5432:5432 \ -v boltage-data:/var/lib/postgresql -v boltage-pgadmin:/var/lib/pgadmin \ -v boltage-tls:/var/lib/boltage boltage ``` With compose, put `BOLTAGE_TLS_SELF_SIGNED=true` in `.env`; the certificate is kept in the `boltage-tls` volume. The certificate is valid for `localhost`, `127.0.0.1`, `::1` and `BOLTAGE_ADVERTISED_HOST`. List other host names and addresses, comma-separated, in `BOLTAGE_TLS_HOSTNAMES`. A new certificate is generated when that list changes and 30 days before the old one expires (it is valid for 825 days). Its SHA-256 fingerprint is logged at every start, so you can compare it with the one your browser shows. Drivers connect with `neo4j+ssc://localhost:7687`. In a web browser, accept the certificate at once, then open and accept it there too. #### Your own certificate Mount the certificate and key, and point `BOLTAGE_TLS_CERT` and `BOLTAGE_TLS_KEY` at them: ```sh podman run -d --name boltage -e POSTGRES_PASSWORD=secret \ -v ./tls:/etc/boltage/tls:ro \ -e BOLTAGE_TLS_CERT=/etc/boltage/tls/cert.pem -e BOLTAGE_TLS_KEY=/etc/boltage/tls/key.pem \ -p 7474:7474 -p 7687:7687 -p 5050:5050 -p 5432:5432 \ -v boltage-data:/var/lib/postgresql -v boltage-pgadmin:/var/lib/pgadmin boltage ``` Both images run boltage as user and group 999, which must be able to read the key. Keep the key private on the host and give it to that user: with rootless Podman, `podman unshare chown 999:999 tls/key.pem`, otherwise `sudo chown 999:999 tls/key.pem`; then `chmod 0400 tls/key.pem`. On hosts with SELinux (Fedora, RHEL), mount with `:ro,Z` instead of `:ro`. #### Secrets Podman secrets keep the key out of the host's file system and set its owner for you: ```sh podman secret create boltage-tls-cert tls/cert.pem podman secret create boltage-tls-key tls/key.pem podman run -d --name boltage -e POSTGRES_PASSWORD=secret \ --secret boltage-tls-cert,uid=999,gid=999,mode=0444 \ --secret boltage-tls-key,uid=999,gid=999,mode=0400 \ -e BOLTAGE_TLS_CERT=/run/secrets/boltage-tls-cert \ -e BOLTAGE_TLS_KEY=/run/secrets/boltage-tls-key \ -p 7474:7474 -p 7687:7687 -p 5050:5050 -p 5432:5432 \ -v boltage-data:/var/lib/postgresql -v boltage-pgadmin:/var/lib/pgadmin boltage ``` With compose, add the secrets in a `compose.override.yaml` next to `compose.yaml`, which compose reads automatically: ```yaml services: boltage: environment: BOLTAGE_TLS_CERT: /run/secrets/boltage-tls-cert BOLTAGE_TLS_KEY: /run/secrets/boltage-tls-key secrets: - boltage-tls-cert - boltage-tls-key secrets: boltage-tls-cert: file: ./tls/cert.pem boltage-tls-key: file: ./tls/key.pem ``` Compose mounts file secrets from the host as they are, so the key needs the same owner as above. ### Build arguments `AGE_IMAGE` (base of the full image, default `apache/age:release_PG18_1.8.0`), `SLIM_BASE_IMAGE` (base of the slim image, default `debian:trixie-slim`), `NEO4J_BROWSER_REF` (neo4j-browser commit to build) and `PGADMIN_VERSION` (pgAdmin in the full image, default `9.18`). ## Limitations This is a first version. Things that do not work (yet), each with a plan for addressing it in [`plans/`](plans/README.md): 1. `RETURN *`, `EXPLAIN` and `PROFILE` ([plan](plans/01-return-star-explain-profile.md)). 2. Write statistics: write queries report "(no changes, no records)" even when they changed the graph ([plan](plans/02-write-statistics.md)). 3. Anything AGE does not support, for example multiple labels per node, pattern comprehensions, temporal and spatial types, indexes and constraints through Cypher ([plan](plans/03-age-unsupported-features.md)). 4. User and role management, `SHOW TRANSACTIONS`, `:sysinfo` ([plan](plans/04-users-transactions-sysinfo.md)). 5. [TLS](#tls) certificates are only read at start-up, so renewing one needs a restart ([plan](plans/05-tls.md)). 6. The full result of a query that can write is fetched from PostgreSQL before it is sent to the client, so very large results of such queries use memory in boltage ([plan](plans/06-streaming-results.md)). ## Development boltage depends on `psycopg` 3 and `websockets`, plus Starlette and uvicorn for the `browser` extra. To work on it, install it in editable mode; `python -m build` (or `uv build`) builds an sdist and wheel: ```sh pip install -e '.[binary,browser]' ``` [`tests/smoke_test.py`](tests/smoke_test.py) runs end-to-end checks through the official Neo4j Python driver against a running instance: ```sh pip install neo4j python tests/smoke_test.py neo4j://localhost:7687 postgres secret ``` [`tests/streaming_test.py`](tests/streaming_test.py) checks result streaming by speaking Bolt directly, which gives it control over `PULL`: ```sh python tests/streaming_test.py localhost 7687 postgres secret neo4j ``` ## License boltage is free software, licensed under the GNU General Public License v3.0 or later; see [LICENSE](LICENSE). The container images bundle third-party software under their own licenses, including neo4j-browser (GPL-3.0), Apache AGE (Apache-2.0), PostgreSQL and pgAdmin (PostgreSQL License). See [THIRD_PARTY_NOTICES.md](THIRD_PARTY_NOTICES.md) for the full list and where each license text and source archive is in the image. Neo4j is a trademark of Neo4j, Inc.; boltage is not affiliated with or endorsed by Neo4j.