Omnigraph
Schema

Blobs

Use Blob properties for bytes that should not be projected through .gq.

Use Blob properties for bytes that should not be projected through .gq. Blob values can contain graph-managed bytes, an external URI reference, or null. A valid empty managed Blob is distinct from null.

node Document {
  slug: String @key
  content: Blob?
}

Writing Blob values

Load and mutation input use one String representation:

  • base64:<payload> supplies managed bytes owned by the graph;
  • any other String requests an external URI reference;
  • null stores a null value when the property is nullable.
{"type":"Document","data":{"slug":"manual","content":"base64:SGVsbG8="}}

New external references are denied by default. A cluster-served graph must list allowed URI bases in its graph configuration. Direct --target CLI access has no external-source allowlist, so it accepts managed base64: input but rejects new external references. Credentials must not appear in stored URIs. An allowed base must lie outside the cluster's storage root and every graph root; see External Blob references. The same bases admit the source of a load csv statement (CSV loading), which reads the object once and stores no reference to it.

Write mode determines ownership:

  • load --mode overwrite preserves an allowed external URI as an external reference;
  • incremental inserts, upserts, updates, append/merge loads, and branch merges that write entities copy allowed source bytes into graph-managed storage;
  • an existing external reference remains readable even when new external ingress is disabled, and exportable when it names its whole object (see below).

An update never reads the old value of a Blob it assigns. It carries every other Blob cell of a matched row: it reads the cell and rewrites it as managed bytes. Carrying a stored external reference therefore needs the graph's external Blob policy to admit the reference's source. Otherwise the update fails with a 400 that names the type, id, and property; assign that property in the same update, to a new value or to null, to replace or clear the reference without reading it.

Only a graph written outside OmniGraph can hold a stored reference to a byte range of an object. Export writes an external reference as a bare URI, which reloads as the whole object, so export refuses a ranged reference instead of widening it. Change-feed images, the change-feed baseline and entity reads by id describe it exactly, as {"uri": …, "offset": …, "length": …} with a positive length, without reading the object. The feed passes the commit that holds it like any other, and a baseline taken while the row exists succeeds; that baseline does not reload with load. A stored descriptor with an offset but no length is refused as a Blob integrity error.

OmniGraph never deletes the object named by an external reference.

Replacing one Blob value

One Blob cell of an existing node or edge, addressed by exact id like a Blob read, can be replaced or cleared without a load or a mutation. Over HTTP, PUT stores the raw request body as a managed value and DELETE clears the cell:

PUT /graphs/knowledge/blob?entity=node&type=Document&id=manual&property=content&branch=main
Omnigraph-Http-Api: 0.14
Content-Type: application/octet-stream
If-Match: "<current ETag>"

<raw bytes>

An embedded Session does the same with put_blob_at_as and clear_blob_at_as. A put returns the stored length, its ETag and the commit. Clearing a cell that is already null publishes nothing and returns no commit.

Each write that changes the cell is one graph commit and needs the change action on the branch. Neither verb inserts a row: a missing entity is NotFound (404). Clearing a property that is not nullable is refused (400). The write never reads the cell's old value. Lance replaces whole rows, so the row's other cells are carried as an update carries them: a stored external reference among them needs the external Blob policy to admit its source, and their managed payloads count toward the operation's Blob payload allowance, write_max_bytes, together with the new value.

A precondition makes the write conditional on the cell's current value: over HTTP an If-Match field, embedded a BlobPrecondition. A list of entity tags (BlobPrecondition::Tags) holds when the current ETag is one of them; weak tags never match. * (BlobPrecondition::AnyExisting) holds when the cell is not null. When it fails, the write changes nothing and returns BlobWritePreconditionFailed, over HTTP a 412 precondition_failed whose blob_precondition_failure.current_etag and ETag header carry the cell's current ETag when it holds a managed value. A malformed If-Match is a 400. A commit that lands while the write is in flight makes it start again from the new head and check again, so a stale ETag fails instead of overwriting the newer value; a write without a precondition replaces whatever is current. A schema apply or a delete and recreate of the branch landing in that window refuses the write with a conflict instead.

The returned ETag is the one a read at the returned commit reports. When a call fails after its commit became durable, for example because its acknowledgement was lost, the value is published once; read the cell for its current ETag before retrying with a precondition.

Over HTTP:

  • PUT takes a Content-Type: application/octet-stream body of at most the server's Blob put limit (the process write_max_bytes, at most 32 MiB), inclusive; a request cannot change it. Another media type is a 415. A larger body is a 413, refused before any of it is read when Content-Length declares it, and a body that does not arrive before the server's body deadline is a 408;
  • both verbs take branch (default main) and refuse snapshot or any other unknown parameter with a 400. A missing branch is a 404;
  • change is authorized before the body is read;
  • success is a 200 with a receipt: selector, branch, kind (managed or null), size and etag for a managed value, actor_id, and commit, which is null only for a clear of a cell that was already null. A PUT also returns the ETag header;
  • once the server admits a write it finishes it even if the client disconnects, so a lost response means the write may have landed: read the cell before writing again.

From the CLI, blob put stores the bytes of --file or stdin and blob clear nulls the cell. Both take --branch, --if-match and --json, and print the receipt the server returns:

omnigraph blob put node Document manual content --file manual.pdf \
  --if-match '"<current ETag>"' --target ./graph.omni
omnigraph blob clear node Document manual content --target prod --graph knowledge

The CLI refuses input over 32 MiB and a malformed --if-match before it addresses the graph. The value must also fit write_max_bytes: the process's OMNIGRAPH_WRITE_MAX_BYTES for a --target write, the server's for a served one. --as names the actor of a --target write; a served write takes its actor from the bearer token, and --as there only asserts it. A Blob precondition failure exits 4, embedded or served, as a graph-commit precondition does. Each write is sent once: after an unknown outcome, read the cell before writing again.

Query behavior

Blob properties are not ordinary .gq read values. They cannot be projected, filtered, ordered, or aggregated. Write them through load or mutation assignment, then read an individual Blob value through the dedicated CLI or HTTP surface.

To replace or clear one value, use the CLI, HTTP or embedded writes in Replacing one Blob value; each is an atomic graph commit.

CLI reads

The selector is ENTITY TYPE ID PROPERTY, where ENTITY is node or edge. Blob commands address the graph with --target NAME|ADDRESS; they do not take a positional graph URI.

# Stream managed bytes to a file.
omnigraph blob get node Document manual content \
  --out manual.bin --target ./graph.omni

# Inspect the value without reading payload bytes.
omnigraph blob stat node Document manual content \
  --json --target ./graph.omni

Reads default to main. --branch <name> and --snapshot <commit-id> are mutually exclusive.

blob get supports --offset, --length, and --out. With no range flags it streams the complete value. --offset N reads from N to the end; --length M reads the first M bytes; together they read N..N+M. A length of zero is rejected. An end beyond the value is clamped to EOF, while a start at or beyond the end of a non-empty value is unsatisfiable.

A failure before transfer begins leaves an existing --out file untouched. A successful empty value creates or truncates the file. If transfer fails after output begins, stdout or --out may contain the prefix already written. For atomic file replacement, write to a temporary path, check the exit status, then rename it.

blob stat --json reports the selector, value kind, and exact resolved snapshot. A managed value also reports size and etag; a whole-object external value reports its stored uri. Fields that do not apply are omitted rather than set to null.

The CLI never follows an external URI. blob get refuses a whole-object reference and points to blob stat, which returns it without opening the target. A persisted ranged external descriptor is rejected by both commands; OmniGraph never widens it to the complete target object.

HTTP reads

Servers expose the same logical selector with GET and HEAD:

GET /graphs/knowledge/blob?entity=node&type=Document&id=manual&property=content&branch=main
Omnigraph-Http-Api: 0.14

Both methods follow the HTTP contract, including checking the response header before consuming bytes. Use snapshot=<commit-id> instead of branch for an immutable historical read.

For managed values:

  • GET returns bytes; HEAD returns the same metadata without a body;
  • a single standard Range request returns 206, or 416 when unsatisfiable;
  • ETag, If-Match, and If-None-Match support conditional delivery;
  • the response identifies the exact resolved graph snapshot.

Treat ETags as opaque validators for the selected graph representation, not as content hashes. An unrelated change to the same entity type can produce a new ETag even when this cell's bytes are unchanged.

For a whole-object external value, GET and HEAD return 302 with the stored URI in Location. The server does not fetch, sign, authorize, or proxy that object and does not claim its size or ETag. A persisted ranged external descriptor fails loudly instead of redirecting to a wider value.

Limits

Blob limits bound the memory one operation needs. An operation over a limit fails before it changes the graph. Over HTTP it returns 413 with a resource_limit detail naming the resource, its limit and the actual value observed. For a write, the CLI reports the same three fields; the omnigraph blob commands report an over-limit range read as Blob read range exceeds the limit. Split the work into smaller operations and retry.

LimitApplies toReported resource
write_max_bytes decoded bytesEach node or edge type in one load, in every mode, including overwritedecoded blob input bytes for <table>
write_max_bytes decoded bytesOne base64: value in an insert or update mutation; a statement's values add up across its Blob properties and an update's matched rows. A load reports its decoded bytes under the for <table> and per operation namesdecoded blob input bytes per operation
write_max_bytes row bytes per type and across all touched typesIncremental writes: append and merge loads, inserts and updates. Counts ordinary columns, Blob descriptors and Arrow bookkeeping; excludes logical Blob payload bufferskeyed write bytes for <table>, keyed entity bytes for <table>, retained keyed batch bytes per operation, keyed parsed entity bytes for <table>, keyed parsed entity bytes per operation
write_max_bytes logical Blob payload bytesOne incremental write across all types: inline payloads, copied external payloads and Blob values carried by updates or by a Blob put count togethermaterialized blob payload bytes, decoded blob input bytes per operation
write_max_bytes bytes, inclusiveThe bytes of one Blob put, embedded or the body of an HTTP PUT, checked before the write opens a tableBlob write payload bytes
write_max_bytes Blob payload bytesOne branch merge that writes rows, across all types, managed and external bytes togethermaterialized blob payload bytes
8,192 external referencesOne write operation or mergeexternal Blob reference cells
32 MiB of retained URI metadataOne write operation or merge. Every copy of a URI the operation keeps counts, plus 24 bytes per copy: admission keeps each reference's text twice and each distinct object's normalized URI twice, so distinct URIs reach the limit at about 8 MiB of textexternal Blob URI metadata bytes
64 KiBOne external URIexternal Blob URI bytes
4 MiBOne embedded managed range readBlob read range bytes

Superseded versions of a key written in one operation count as input (decoded blob input bytes per operation) until the last-write-wins fold. An update of a row inserted earlier in the same mutation is such a version: it carries the pending row's Blob, so that payload counts twice, the carried copy as materialized blob payload bytes.

write_max_bytes defaults to 32 MiB and accepts any integer of at least 1; a Blob put stays bounded at 32 MiB by the put limit whatever the setting. Payload and row allowances are independent: a payload exactly at the limit fits when its row and descriptors also fit. Repeated external references each count their payload length even when one fetch serves them. External-only admission can also report materialized external blob payload bytes.

<table> names the type as node:<Type> or edge:<Type>, for example keyed entity bytes for node:Document.

The HTTP load request body is also capped at 32 MiB. That cap counts the encoded request, so one request carries about 24 MiB of decoded base64: data. A Blob PUT carries raw bytes, not base64: text, so its 32 MiB body holds a full 32 MiB value. Every HTTP request other than a load (/load and /load/ndjson) or a Blob PUT is bounded by the default 1 MiB request body limit, so a base64: literal in an HTTP mutation hits that limit first.

Values larger than these limits stay readable. The CLI and the HTTP server read managed values in 4 MiB ranges, so a large value streams without a whole-value buffer, and one HTTP response holds at most two ranges at a time. omnigraph optimize bounds the Blob payload of each compaction batch separately; see Optimize.

Lifecycle

Blob readers stay pinned to the snapshot selected when they were opened. They never switch to newer bytes when a branch advances. Branch deletion and destructive cleanup can remove storage needed by a long-running reader; quiesce those readers first when they must finish reliably.

Historical reads are fail-closed. Type renames remain addressable through the current type name, but a historical property rename, drop/re-add, or branch incarnation may be refused when the selected snapshot does not carry enough identity information to prove it is the same logical Blob property. OmniGraph returns an error rather than guessing from a reused name or physical field position.

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