flatwire (Python)

Streaming JSON serialization that keeps memory flat and time linear — stream large collections element-by-element instead of materializing the whole payload.

pip install flatwire

import flatwire

# Whole-value convenience (byte-compatible with the standard library).
data = flatwire.encode({"hello": "world"})
value = flatwire.decode(data)

# Stream a large collection to a binary writer, one element at a time.
with open("out.json", "wb") as fp:
    flatwire.encode_array((row for row in huge_iterator), fp)

# Read it back lazily — peak memory is one element, not the whole array.
with open("out.json", "rb") as fp:
    for row in flatwire.decode_array(fp):
        handle(row)

Wire format is plain JSON, so nothing downstream changes.

Checked streams (partial-stream failure semantics)

When you stream a large array over HTTP you have already sent 200 OK before an error can occur. Checked streams wrap the collection in an envelope whose terminal status is written last, so the consumer can tell clean completion, an in-band producer error after N rows, and truncation apart:

from flatwire import encode_checked_array, decode_checked_array, StreamError, TruncatedStream

with open("out.json", "wb") as fp:
    encode_checked_array(rows, fp)          # writes ...,"complete":true} last

with open("out.json", "rb") as fp:
    try:
        for row in decode_checked_array(fp):
            handle(row)
    except StreamError as e:        # producer failed after N rows (details on the wire)
        ...
    except TruncatedStream:         # stream ended without a terminal status
        ...

The envelope is plain JSON, so a checked stream written in any flatwire language decodes in every other. See docs/FAILURE.md.

Streaming XML (v0.3)

The same API streams a typed, fully round-trippable XML representation — for which the standard DOM parsers would otherwise build the whole tree in memory:

# Stream a large collection as XML.
with open("out.xml", "wb") as fp:
    flatwire.encode_array(rows, fp, format="xml")        # optional: root="items"

# Parse it back lazily, one element at a time (iterparse under the hood).
with open("out.xml", "rb") as fp:
    for row in flatwire.decode_array(fp, format="xml"):
        handle(row)

Measured (bench/xml_bench.py): parsing a 12 MB document with ElementTree.fromstring peaks at ~125 MB, while flatwire's streaming parse holds ~4 MB (~97% lower); streaming encode is flat at ~900 bytes.

See the monorepo README for the cross-language story, and the live benchmark dashboard for the measured numbers.

Apache-2.0.