From 5ab48ba6b8932133dcb0991b0dfa8cbd9d9ff0a4 Mon Sep 17 00:00:00 2001 From: Justin Joyce Date: Wed, 21 Oct 2026 08:51:51 +0100 Subject: [PATCH] Add blog post explaining the Avro file format Walks through a schema, one 96-byte record, zigzag/varint encoding, the container file's header and blocks, codecs, sync-marker splitting and appending, schema evolution, and what Avro can't skip. Seven diagrams generated from the sample file by tools/build_avro_diagrams.py. Co-Authored-By: Claude Sonnet 5.5 --- .../img/understanding-avro/fig-1-record.png | Bin 0 -> 139055 bytes .../img/understanding-avro/fig-2-varint.png | Bin 0 -> 122808 bytes .../img/understanding-avro/fig-3-file.png | Bin 0 -> 135976 bytes .../img/understanding-avro/fig-4-codecs.png | Bin 0 -> 80607 bytes .../img/understanding-avro/fig-5-split.png | Bin 0 -> 106757 bytes .../understanding-avro/fig-6-evolution.png | Bin 0 -> 111840 bytes .../img/understanding-avro/fig-7-walk.png | Bin 0 -> 102200 bytes docs/blog/index.html | 11 + docs/blog/understanding-avro.html | 600 ++++++++++++++++++ tools/build_avro_diagrams.py | 378 +++++++++++ 10 files changed, 989 insertions(+) create mode 100644 docs/blog/img/understanding-avro/fig-1-record.png create mode 100644 docs/blog/img/understanding-avro/fig-2-varint.png create mode 100644 docs/blog/img/understanding-avro/fig-3-file.png create mode 100644 docs/blog/img/understanding-avro/fig-4-codecs.png create mode 100644 docs/blog/img/understanding-avro/fig-5-split.png create mode 100644 docs/blog/img/understanding-avro/fig-6-evolution.png create mode 100644 docs/blog/img/understanding-avro/fig-7-walk.png create mode 100644 docs/blog/understanding-avro.html create mode 100644 tools/build_avro_diagrams.py diff --git a/docs/blog/img/understanding-avro/fig-1-record.png b/docs/blog/img/understanding-avro/fig-1-record.png new file mode 100644 index 0000000000000000000000000000000000000000..a0545f11b3e4ddf65431eca2fbaaaffbac5ba19f GIT binary patch literal 139055 zcmb4qWl&tp7H*s*1PCEGfrKOwAV6>(2<{SOfWd;h>!2|L1PksETn8U~AOvS{cY+M= zgAc>JoqNu?@BFw`uih@IsOsH&chBlxYkl9hdIzg2%MjeBx_|B3H3B(VNwsU&Ztq{a zc2o844WMN`X6oqL^=sGUB*ip5r?=e1BS8wM( zXWwAw(J*J9>ZQOGv$VT=EB@A9Cy#+Pt_#dE!$@*s_ZyD8JE!RVeZ}3`#5(7al+!dc zZ8!v$Tg}2=%I|Sy>@08n?wym9lbn;B74Xm3_a-p%f36QAxw-Use=cu4Zy`pR&Yy2_ z84`DyCuj|!$VYln>wMz6<-uSxJgM7v7I#2i2G#A6DOX zwYIi4@HuygH!jH^+pMn_3=j{u`?J1(uKm0F=Qql=dlwz0AJ84PThN8H=b9?M%_}MK 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Measurements, not estimates.

+ +

Understanding Avro: the file format built for moving data

+ +

+ One launch record takes 234 bytes as JSON and 96 as + Avro, with no field names in sight. What's inside an + Avro file: the schema, the byte encoding, blocks and + sync markers, codecs, and how a schema can change + without breaking old data. +

+

Avro vs Parquet vs JSON Lines: one dataset, three very diff --git a/docs/blog/understanding-avro.html b/docs/blog/understanding-avro.html new file mode 100644 index 0000000..8c9a546 --- /dev/null +++ b/docs/blog/understanding-avro.html @@ -0,0 +1,600 @@ + + + + + + Understanding Avro: the file format built for moving data + + + + + + + + +
+
+
+

+ Understanding Avro: the file format built for moving + data +

+ + +

+ Correct at time of publishing. For up-to-date + performance and feature information, see + rugo.dev. +

+
+ +

+ The first rocket launch in our dataset, Sputnik-1, takes + 234 bytes as a line of JSON and + 96 bytes as Avro. Nothing in those 96 + bytes says what a field is called or where it ends, and + any program that holds the schema can still read it back + exactly. That trade, a schema in exchange for bytes, is + most of what Avro is. +

+ +

+ Avro started in 2009 inside the Hadoop project, and it has + kept the job it was built for: moving records between + systems that are written, deployed and upgraded + separately. It's what you meet in event streams, in + message queues, and in the landing zone where raw data + arrives before it's tidied into something else. +

+ +

+ In + an earlier post + we put Avro next to Parquet and JSON Lines. This one opens + Avro up. We'll take a single record, then a file, then a + schema change, and look at the bytes each time. The data is + the same 4,630 orbital launch attempts, and the file is in + the + rugo.dev repository + if you want to follow along. +

+ +

It starts with a schema

+ +

+ Every Avro file is described by a schema, and the schema is + plain JSON. Here's the one for our launches, trimmed to its + shape: +

+ +
{
+  "type": "record", "name": "Launch",
+  "fields": [
+    {"name": "Company",    "type": "string"},
+    {"name": "Price",      "type": ["null", "double"]},
+    {"name": "Lauched_at", "type": ["null", {"type": "long", "logicalType": "timestamp-micros"}]},
+    {"name": "Rocket",     "type": {"type": "record", "name": "Rocket", "fields": [
+      {"name": "Name",     "type": "string"},
+      {"name": "Status",   "type": {"type": "enum", "name": "RocketStatus",
+                                    "symbols": ["Active", "Retired"]}}
+    ]}},
+    {"name": "Mission",    "type": "string"}
+  ]
+}
+ +

+ There are two layers of types. The base layer is small: + null, boolean, + int, long, float, + double, bytes and + string, plus the containers + record, enum, + array, map, + union and fixed. On top sit + logical types: a name that says what a stored + value means. A timestamp-micros is a + long counting microseconds. A + decimal is bytes. Readers that know the + logical type hand you a timestamp or a decimal, and + readers that don't still get the long or the bytes. +

+ +

+ Two of those types carry more weight than they look. A + union is how Avro says "or", and a union + with null is how it says "optional": + ["null", "double"] is a price that may be + missing. A record can hold other records, + so nested data keeps its shape instead of being flattened + into Rocket_Name and + Rocket_Status. +

+ +

What 96 bytes say

+ +

+ Here is the first record in the file, cut out of the first + block and read byte by byte. +

+ +
+ The first launch record, 96 bytes, split into its eight fields with the hex bytes and meaning of each: Company is length 9 then RVSN USSR, Price is branch 0 which is null, Launched_at is branch 1 then a long, and so on. The same launch is 234 bytes as a JSON Lines row. +
+ +

+ Read down the table and the whole encoding is there. A + string is its length, then its UTF-8 bytes. The + 12 in front of "RVSN USSR" is 9, the length, + written the way Avro writes every integer (the next section + explains that). The union in Price is a single + byte, 00, which names branch 0, the + null, and has no value after it. In + Lauched_at the branch is + 02, branch 1, and a long follows. The enum is + the position of its symbol: 02 is 1, which is + "Retired". +

+ +

+ What isn't there is as important. There are no field names, + because the schema has them. There are no field numbers or + type tags, which is where Avro parts ways with formats like + Protocol Buffers: the fields appear in the order the schema + lists them, and that order is the only index. And there are + no delimiters. Every length comes first, so a reader never + scans for a quote or a comma. +

+ +

+ The cost of that is stated plainly in the spec: you + can't read the data without the schema it was written + with. Everything else about Avro, from the file + header to schema registries, is a way of making sure the + schema arrives with the bytes. +

+ +

Small numbers stay small

+ +

+ Integers are where the saving is easiest to see. Avro + writes every int and long with + the same two ideas, and both appear in the record above. +

+ +
+ Zigzag encoding maps 0, -1, 1, -2, 2 to 0, 1, 2, 3, 4. Varint writes seven bits per byte with the top bit meaning another byte follows: 20 becomes the single byte 28, -1 becomes 01, and 300 becomes the two bytes d8 04. +
+ +

+ Zigzag deals with the sign. A negative + number written the usual way sets its top bits and needs + every byte, so Avro interleaves the signs instead: 0, -1, + 1, -2, 2 become 0, 1, 2, 3, 4. A number near zero stays + near zero whichever side it's on. + Varint then writes it seven bits at a + time, with the top bit of each byte saying whether another + byte follows. Anything from -64 to 63 fits in one byte, -8,192 to 8,191 in two, and so on, so a number only ever takes the bytes it needs. +

+ +

+ That's why a string's length costs one byte, why the + nullable price costs one byte when it's missing, and why a + row with a lot of small counters and flags comes out so + much smaller than its text. A double is the + exception: it's always eight bytes, just as a + float is always four. +

+ +

A file is a header, then blocks

+ +

+ A single record isn't a file. The Avro container file wraps + a stream of records so that it can be read, split and + appended to. +

+ +
+ An Avro file is a header followed by blocks. The sample file is 112,717 bytes: a 658-byte header holding 4 bytes of magic, a 603-byte schema, the deflate codec name and a 16-byte sync marker, followed by 29 blocks. Each block is a record count, a size, the compressed records and the sync marker. +
+ +

+ The header opens with four bytes, Obj and a + version, then a small map of metadata: the schema, under + the key avro.schema, and the codec, under + avro.codec. It ends with a 16-byte random + sync marker. In our file the schema is 603 + of the header's 658 bytes, and the header is 0.6% of the + file, which is why carrying the schema with the data is + affordable. +

+ +

+ After the header come the blocks, and every block has the + same four parts: how many records it holds, how many bytes + it takes, the records themselves, and the sync marker + again. fastavro, which wrote this file, fills a block with about 16 KB of records, compresses it, and starts the next. Our 4,630 + launches land in 29 blocks of 109 to 172 records, each + taking 3 to 5 KB on disk. +

+ +

Compression happens one block at a time

+ +

+ The codec named in the header applies to every block. The + spec requires two, none (which the spec spells + null) and + deflate, and allows others: Snappy, zstd, + bzip2 and xz are the common ones. +

+ +
+ The same 4,630 records written with six codecs. No compression 463 KB; snappy 146 KB, 3.2 times smaller; zstd 120 KB, 3.9 times smaller; bzip2 113 KB, 4.1 times smaller; deflate 113 KB, 4.1 times smaller; xz 99 KB, 4.7 times smaller. +
+ +

+ Before any compression, the Avro file is already + 2.4× smaller than the JSON Lines one: 463 + KB against 1.09 MB. That's the encoding at work, keys and + quotes and text numbers gone. Deflate then takes it + another 4.1× down to the 113 KB file in the repository. + Snappy gives up some of that size for speed, xz gives up + speed for size, and deflate is the one every Avro library + must be able to read, which is why it's the safe default + for files other people will open. +

+ +

+ Because each block is compressed on its own, the codec + never has to look outside it. Any block can be inflated + without its neighbours, and that's what makes the next two + properties possible. +

+ +

Splitting and appending

+ +

+ The sync marker is a boundary you can find without parsing. + A reader dropped into the middle of a file scans forward + until it sees the 16 bytes, and from there it's on a block + edge and can read normally. +

+ +
+ A file drawn as 29 blocks separated by orange sync markers, divided into three shares for three workers. Worker 1 starts at byte 0 and reads the header. Workers 2 and 3 start at their byte offsets, scan to the next sync marker, and read blocks until their share ends. +
+ +

+ That makes an Avro file splittable. A + query engine can cut a large file into byte ranges, give + each range to a different worker, and trust every worker to + find its first whole block. It also makes the file + appendable. A writer reads the header for + the schema, codec and sync marker, then adds new blocks + after the last one. No footer has to be rewritten, because + there isn't one. +

+ +

Schema evolution

+ +

+ Here is the reason Avro is the format between services. + Producers and consumers upgrade on different days, and the + data written by one version has to be readable by another. +

+ +

+ Avro's answer is to give a reader two schemas: the + writer's, which came out of the file's + header, and the reader's, which is the + shape your code wants today. The reader resolves one + against the other by field name. +

+ +
+ A writer schema with Company and Price, and a reader schema that adds Crewed as a boolean defaulting to false. The reader gets Company and Price from the file and Crewed from the default. Allowed changes: add a field with a default, drop a field, rename with an alias, widen a number. Not allowed: add a field with no default, change string to int. +
+ +

+ The rules are short. A field the reader wants and the file + has is read. A field the reader wants and the file doesn't + have takes its declared default. A field the file has and + the reader doesn't want is skipped. Numbers can widen, from + int up to long, + float and double, and a field can + be renamed if the new schema lists the old name as an alias. + What can't happen is a field with no default appearing from + nowhere, which is why give every new field a + default is the one rule to remember. +

+ +

+ Nothing in the file changes. The same bytes serve every + reader schema, and all the work happens when the file is read. In rugo it's one argument: +

+ +
from rugo import avro
+
+reader_schema = {
+    "type": "record", "name": "Launch",
+    "fields": [
+        {"name": "Mission", "type": "string"},
+        {"name": "Price",   "type": ["null", "double"], "default": None},
+        {"name": "Crewed",  "type": "boolean", "default": False},  # not in the file
+    ],
+}
+
+with avro.read_avro("space_missions.avro", reader_schema=reader_schema) as reader:
+    for morsel in reader:
+        print(morsel.column_names, morsel.column("Crewed").to_pylist()[:3])
+ +

+ The file was written before Crewed existed. All 4,630 rows come back with it set to False, and the fields the reader schema leaves out are dropped. +

+ +

What Avro doesn't do

+ +

+ Everything above comes from storing rows. The cost is the + flip side of it. An Avro block holds a record count and a + byte size, and that's all it says about its contents. There + are no minimums and maximums, no per-field offsets, and no + index. +

+ +
+ Three records drawn to the width of their fields. Company, Price and Mission_Status are highlighted as kept; the other five fields are shown as walked past. A reader must inflate every block and decode each record far enough to find the next field. +
+ +

+ So a reader that wants three fields of eight still inflates + every block and walks every record. A string can be hopped + over by its length. A number can't, because its size is in + its own top bits, so the reader reads until it finds the + end. A good reader never turns the unwanted fields into + values, and that's a large saving. But it can't skip a + block, because nothing says the block can be skipped. +

+ +

+ That is the line between Avro and Parquet, and it's a fair + one. Avro is built for writing one record at a time and for + reading whole records. When the question is "how many + launches did SpaceX fly?" over a billion rows, a columnar + format wins by not reading the answer's neighbours. When + the job is carrying each launch from one system to the + next, Avro wins by not caring. +

+ +

Avro without a file

+ +

+ Most Avro that crosses a network isn't a file at all. A + message on a queue is one record, and repeating a 603-byte + schema in front of it would cost more than six times the record. So + systems send just the record and put the schema somewhere + both ends can find it. +

+ +

+ The common pattern is a schema registry. A producer + registers its schema and gets an ID back, then writes each + message as a short prefix (in Confluent's wire format, a + zero byte and a four-byte schema ID) followed by the Avro + bytes. A consumer reads the ID, fetches the writer schema + from the registry once, caches it, and resolves it against + its own reader schema. It's the same two-schema idea as the + file, with the registry standing in for the header. Avro + also defines a self-contained single-object encoding, a + marker and an eight-byte fingerprint of the schema ahead of + the record, for the same purpose. +

+ +

When to use Avro

+ +
    +
  • + Records move between systems on different + release cycles. Schema evolution is the feature. +
  • +
  • + Records arrive one at a time and the file has + to keep up. Appending a block is cheap, and + there's no footer to protect. +
  • +
  • + The data is nested or richly typed. + Timestamps, decimals, enums, arrays and maps all have a + home, and they arrive as what they are. +
  • +
  • + You'll mostly read whole records. Row + storage is an advantage there, not a handicap. +
  • +
+ +

+ And when the data settles in storage and gets queried a few + columns at a time, compact it into Parquet. The two formats + hand off to each other: Avro at the edge, Parquet at rest. +

+ +

Where rugo fits

+ +

+ In Python, the usual route into an Avro file is a reader that builds an object for every record. rugo reads Avro blocks into typed columns instead, and only the columns you ask for. +

+ +
from rugo import avro
+
+# Nested fields are addressed with a dot: "Rocket.Name"
+with avro.read_avro("space_missions.avro", columns=["Company", "Rocket.Name", "Price"]) as reader:
+    for morsel in reader:
+        print(morsel.column_names)
+        print(morsel.column("Rocket.Name").to_pylist()[:2])
+ +

+ That prints the three column names and + ['Sputnik 8K71PS', 'Sputnik 8K71PS']. Avro has + no statistics, so there's no predicates + argument as there is for Parquet; you filter the values you + get back. Logical types arrive decoded, enums as their + symbols, and the same morsel feeds the Parquet writer when + it's time to compact. +

+ +

+ Reading every field of 200,000 rows, rugo is + 7.8× faster than fastavro and + 50× faster than Apache's own + avro package. Called from Python it also beat + Apache Arrow's Rust Avro reader in + three of four races. The home page has the + measurements, with versions and hardware. +

+ +

Try it

+ +

+ pip install rugo is the whole install. The + Avro notebook + runs in your browser on the same 4,630 launches: columns, + nested fields, reader schemas, and a conversion to Parquet. +

+ +

Reproducing this

+ +

+ Every byte count comes from + docs/data/space_missions.avro, parsed with + nothing but the spec: the 658-byte header, the schema's + 603 bytes, the 29 blocks and their record counts and sizes. + The 96-byte record is the first record of the first block, + inflated and split using the schema. The 234 bytes is the + first line of space_missions.jsonl, which + flattens the rocket into two fields where Avro nests it. + The codec sizes come from writing the same 4,630 records + with fastavro 1.13 at each codec's defaults, so the deflate + figure (112,731 bytes) differs from the repository file + (112,717) by a few bytes. The reader-schema example was run + with rugo 0.5.4. +

+ +

+ The diagrams are generated by + tools/build_avro_diagrams.py, which parses the Avro file directly. +

+
+
+ +
+
+ rugo is part of the + Opteryx project — Apache + 2.0 + + GitHub + · + PyPI + +
+
+ + + + diff --git a/tools/build_avro_diagrams.py b/tools/build_avro_diagrams.py new file mode 100644 index 0000000..f6c2232 --- /dev/null +++ b/tools/build_avro_diagrams.py @@ -0,0 +1,378 @@ +#!/usr/bin/env python3 +"""Draw the diagrams for the "Understanding Avro" post. + + uv run --with pillow python tools/build_avro_diagrams.py + +Same method as build_format_diagrams.py, whose palette and drawing helpers this +reuses: hand-built SVG on a dark background, rendered to a 2x PNG with headless +Microsoft Edge, so the figures read the same on rugo.dev and on Medium. + +Every number comes from the file. docs/data/space_missions.avro is parsed here with +nothing but the spec (magic, metadata map, sync marker, blocks), and the first +record is cut out of the first block by inflating it. The codec sizes were measured +by re-writing the same 4,630 records with fastavro 1.13 at each codec's defaults; +see CODEC_SIZES. +""" +import os, struct, tempfile, zlib + +from build_format_diagrams import (AVRO, BG, BORDER, MUTED, MONO, SANS, SURFACE, TEXT, arrow, line, para, + rect, render as _render, svg, text, title) +import build_format_diagrams as base + +ROOT = base.ROOT +DATA = base.DATA +OUT = f"{ROOT}/docs/blog/img/understanding-avro" +base.OUT = OUT + +W = 760 +CODEC_SIZES = [("none", 462688), ("snappy", 145591), ("zstd", 119517), ("bzip2", 113258), + ("deflate", 112731), ("xz", 98731)] +AMBER, TEAL, ROSE, VIOLET = "#e8873a", "#2fb7c9", "#e0607e", "#8b7cf6" +AVRO_DARK = "#2f5db0" + + +# ── read the real file ─────────────────────────────────────────────────────── +def varint(d, p): + n = s = 0 + while True: + b = d[p] + p += 1 + n |= (b & 0x7F) << s + s += 7 + if not b & 0x80: + return (n >> 1) ^ -(n & 1), p + + +def read_avro_file(path): + d = open(path, "rb").read() + assert d[:4] == b"Obj\x01" + p = 4 + count, p = varint(d, p) + meta = {} + for _ in range(abs(count)): + kl, p = varint(d, p) + k = d[p:p + kl].decode() + p += kl + vl, p = varint(d, p) + meta[k] = d[p:p + vl] + p += vl + _, p = varint(d, p) # end of map + sync = d[p:p + 16] + p += 16 + header_bytes = p + blocks = [] + first = None + while p < len(d): + n, p = varint(d, p) + size, p = varint(d, p) + if first is None: + first = zlib.decompress(d[p:p + size], -15) + blocks.append((n, size)) + p += size + 16 + return dict(size=len(d), header=header_bytes, schema_len=len(meta["avro.schema"]), blocks=blocks, first=first) + + +FILE = read_avro_file(f"{DATA}/space_missions.avro") +RECORDS = sum(n for n, _ in FILE["blocks"]) +JSONL_LINE = len(open(f"{DATA}/space_missions.jsonl", "rb").readline()) + + +def first_record_fields(): + """Cut the first record into its fields using the schema, returning (name, bytes, note).""" + b, p = FILE["first"], 0 + out = [] + + def string(): + nonlocal p + n, q = varint(b, p) + s = b[q:q + n].decode() + return s, q + n + + def take(name, note, start, end): + out.append((name, b[start:end], note)) + + for name in ("Company", "Location"): + s, q = string() + take(name, f'length {len(s)}, "{s if len(s) < 14 else s[:11] + "…"}"', p, q) + p = q + br, q = varint(b, p) + take("Price", "branch 0: null", p, q) + p = q + br, q = varint(b, p) + _, q2 = varint(b, q) + take("Lauched_at", "branch 1, then a long", p, q2) + p = q2 + s, q = string() + take("Rocket.Name", f'length {len(s)}, "{s}"', p, q) + p = q + sym, q = varint(b, p) + take("Rocket.Status", f"symbol {sym}: {['Active', 'Retired'][sym]}", p, q) + p = q + for name in ("Mission", "Mission_Status"): + s, q = string() + take(name, f'length {len(s)}, "{s}"', p, q) + p = q + return out + + +FIELDS = first_record_fields() +RECORD_BYTES = sum(len(f[1]) for f in FIELDS) + + +def hexs(bs, n=5): + s = " ".join(f"{x:02x}" for x in bs[:n]) + return s + (" …" if len(bs) > n else "") + + +# ── 1. One record ──────────────────────────────────────────────────────────── +def fig_record(): + b = title(f"One record, {RECORD_BYTES} bytes", f"The first launch in the sample file, cut out of the first block. " + f"The same launch is {JSONL_LINE} bytes as a JSON Lines row.") + x0, y0, tw = 28, 84, 704 + scale = tw / RECORD_BYTES + palette = [AVRO, AVRO_DARK] + x = x0 + pos = [] + for i, (name, bs, note) in enumerate(FIELDS): + w = len(bs) * scale + b += rect(x, y0, w - 1.5, 30, palette[i % 2], rx=3) + pos.append((x, w)) + x += w + # field table + yy = 168 + b += text(28, yy - 26, "field", 11.5, MUTED) + text(160, yy - 26, "bytes (hex)", 11.5, MUTED) + b += text(360, yy - 26, "what they say", 11.5, MUTED) + text(732, yy - 26, "size", 11.5, MUTED, anchor="end") + for i, (name, bs, note) in enumerate(FIELDS): + y = yy + i * 26 + b += rect(28, y - 11, 10, 10, palette[i % 2], rx=2) + b += text(46, y, name, 13, TEXT, 600) + b += text(160, y, hexs(bs), 12.5, TEXT, mono=True) + b += text(360, y, note, 12.5, MUTED) + b += text(732, y, f"{len(bs)} B", 12.5, MUTED, anchor="end") + h = yy + len(FIELDS) * 26 + 18 + b += line(28, h - 18, 732, h - 18, BORDER, dash=False) + b += text(28, h + 6, "No field names. No quotes, colons or commas. Lengths come first, so a reader never " + "scans for a delimiter.", 12.5, MUTED) + return svg(h + 30, b) + + +# ── 2. Zigzag and varint ───────────────────────────────────────────────────── +def fig_varint(): + b = title("Two tricks that make small numbers small", "Avro writes every int and long the same way") + # left: zigzag + b += rect(28, 84, 340, 308, BG, BORDER, rx=8) + rect(28, 84, 340, 3, AVRO, rx=1.5) + b += text(44, 114, "1. Zigzag: signs stay out of the way", 14, TEXT, 700) + b += para(44, 138, "A negative number written the usual way fills every byte. Zigzag interleaves " + "the signs, so small values stay small.", 46, 12.5, MUTED, 18) + pairs = [(0, 0), (-1, 1), (1, 2), (-2, 3), (2, 4), (-64, 127), (63, 126)] + b += text(44, 206, "value", 11.5, MUTED) + text(44, 226, "zigzag", 11.5, MUTED) + cell = 44 + for i, (v, z) in enumerate(pairs[:5]): + cx = 100 + i * (cell + 8) + b += rect(cx, 190, cell, 44, SURFACE, AVRO) + b += text(cx + cell / 2, 208, str(v), 13, TEXT, 600, "middle") + text(cx + cell / 2, 226, str(z), 13, AVRO, 600, "middle") + for i, (v, z) in enumerate(pairs[5:]): + cx = 100 + i * (cell + 8) + b += rect(cx, 246, cell, 44, SURFACE, AVRO) + b += text(cx + cell / 2, 264, str(v), 13, TEXT, 600, "middle") + text(cx + cell / 2, 282, str(z), 13, AVRO, 600, "middle") + b += para(44, 322, "-64 to 63 land on 0 to 127, which is the range one byte can hold.", 50, 12.5, MUTED, 18) + # right: varint + b += rect(392, 84, 340, 308, BG, BORDER, rx=8) + rect(392, 84, 340, 3, AVRO, rx=1.5) + b += text(408, 114, "2. Varint: 7 bits a byte", 14, TEXT, 700) + b += para(408, 138, "The top bit of each byte says whether another byte follows.", 50, 12.5, MUTED, 18) + rows = [("20", "40", [("28", "0 0101000")]), + ("-1", "1", [("01", "0 0000001")]), + ("300", "600", [("d8", "1 1011000"), ("04", "0 0000100")])] + b += text(408, 190, "value", 11.5, MUTED) + text(468, 190, "zigzag", 11.5, MUTED) + text(536, 190, "bytes on disk", 11.5, MUTED) + for i, (v, z, bs) in enumerate(rows): + y = 218 + i * 42 + b += text(408, y + 4, v, 13, TEXT, 600) + text(468, y + 4, z, 13, MUTED) + for j, (hx, bits) in enumerate(bs): + bx = 536 + j * 96 + b += rect(bx, y - 17, 88, 36, SURFACE, AVRO) + b += text(bx + 44, y - 2, hx, 13, TEXT, 600, "middle", mono=True) + text(bx + 44, y + 12, bits, 10, MUTED, anchor="middle", mono=True) + b += para(408, 346, "Small values take one byte. Large ones grow as they need to.", 50, 12.5, MUTED, 18) + return svg(416, b) + + +# ── 3. File anatomy ────────────────────────────────────────────────────────── +def fig_file(): + nb = len(FILE["blocks"]) + sizes = [s for _, s in FILE["blocks"]] + counts = [n for n, _ in FILE["blocks"]] + b = title("An Avro file, byte by byte", f"The sample file: {FILE['size']:,} bytes, a {FILE['header']}-byte header " + f"and {nb} blocks") + y, h = 84, 40 + b += rect(28, y, 110, h, AVRO) + text(83, y + 25, "Header", 14, SURFACE, 700, "middle") + gap, dots = 6, 30 + bw = (732 - 142 - dots - 4 * gap) / 4 + xs = [142 + i * (bw + gap) for i in range(3)] + for i, x in enumerate(xs): + b += rect(x, y, bw, h, SURFACE, AVRO) + text(x + bw / 2, y + 25, f"Block {i+1}", 13.5, TEXT, 600, "middle") + dx = xs[2] + bw + gap + b += text(dx + dots / 2, y + 26, "…", 18, MUTED, 600, "middle") + lx = dx + dots + gap + b += rect(lx, y, bw, h, SURFACE, AVRO) + text(lx + bw / 2, y + 25, f"Block {nb}", 13.5, TEXT, 600, "middle") + cx = xs[2] + bw / 2 + b += line(83, y + h, 83, 166) + line(cx, y + h, cx, 166) + # header + b += rect(28, 166, 330, 214, BG, BORDER, rx=8) + rect(28, 166, 330, 3, AVRO, rx=1.5) + b += text(44, 196, "Header: once", 14, TEXT, 700) + items = [("4 B", "magic", "O b j 01"), + (f"{FILE['schema_len']} B", "avro.schema", "the schema, as JSON"), + ("7 B", "avro.codec", "deflate"), + ("16 B", "sync marker", "random, unique to this file")] + for i, (sz, k, v) in enumerate(items): + yy = 226 + i * 30 + b += text(44, yy, sz, 12.5, AVRO, 600) + text(100, yy, k, 12.5, MUTED) + text(190, yy, v, 12.5, TEXT) + b += para(44, 352, f"The schema is most of it: {FILE['schema_len']} of {FILE['header']} bytes, " + f"{FILE['header'] / FILE['size']:.1%} of the file.", 52, 12.5, MUTED, 18) + # block + b += rect(382, 166, 350, 214, BG, BORDER, rx=8) + rect(382, 166, 350, 3, AVRO, rx=1.5) + b += text(398, 196, "Block: repeated", 14, TEXT, 700) + parts = [("count", 54), ("size", 48), ("records, compressed", 144), ("sync", 54)] + x = 398 + for name, w in parts: + fill = SURFACE if name != "records, compressed" else "#1b2740" + b += rect(x, 210, w, 34, fill, AVRO) + text(x + w / 2, 232, name, 11.5, TEXT, 500, "middle") + x += w + 4 + b += text(398, 266, f"Block 1: {counts[0]} records, {sizes[0]:,} bytes after deflate", 12.5, TEXT) + b += para(398, 290, f"The {nb} blocks hold {min(counts)} to {max(counts)} records each. Count and size are " + "varints, and the sync marker repeats the header's.", 50, 12.5, MUTED, 18) + b += para(398, 352, "A block is the unit of compression, of skipping ahead and of splitting.", 50, 12.5, MUTED, 18) + return svg(400, b) + + +# ── 4. Codecs ──────────────────────────────────────────────────────────────── +def fig_codecs(): + b = title("The same 4,630 records, six codecs", "Block-by-block compression, re-written with fastavro at each codec's defaults") + base_size = CODEC_SIZES[0][1] + x0, bw = 110, 460 + mx = base_size + for i, (name, sz) in enumerate(CODEC_SIZES): + y = 92 + i * 38 + w = max(4, bw * sz / mx) + fill = MUTED if name == "none" else AVRO + b += text(x0 - 14, y + 18, name, 13.5, TEXT, 600, "end" if False else "end") + b += rect(x0, y, w, 26, fill, rx=3) + label = f"{sz / 1000:,.0f} KB" if name == "none" else f"{sz / 1000:,.0f} KB · {base_size / sz:.1f}× smaller" + b += text(x0 + w + 10, y + 18, label, 12.5, TEXT if name != "null" else MUTED) + b += text(28, 92 + len(CODEC_SIZES) * 38 + 22, + "none = no compression. Every codec works on one block at a time, so any block can be read alone.", + 12, MUTED) + return svg(92 + len(CODEC_SIZES) * 38 + 48, b) + + +# ── 5. Schema resolution ───────────────────────────────────────────────────── +def fig_evolution(): + b = title("Two schemas, one read", "The file was written last year. The reader asks for the schema it wants today.") + + def card(x, w, head, rows, color): + out = rect(x, 84, w, 40 + len(rows) * 30, SURFACE, color, rx=8) + rect(x, 84, 4, 40 + len(rows) * 30, color, rx=2) + out += text(x + 18, 108, head, 13.5, TEXT, 700) + for i, (n, t, tag) in enumerate(rows): + yy = 140 + i * 30 + out += text(x + 18, yy, n, 12.5, TEXT, 600, mono=True) + text(x + 108, yy, t, 12.5, MUTED, mono=True) + if tag: + out += text(x + w - 14, yy, tag, 12, color, 600, "end") + return out + + b += card(28, 330, "Writer schema (in the file)", [("Company", "string", ""), ("Price", "[null, double]", "")], MUTED) + b += card(402, 330, "Reader schema (in your code)", + [("Company", "string", ""), ("Price", "[null, double]", ""), ("Crewed", "boolean = false", "new")], AVRO) + b += arrow(358, 136, 400, 136) + # result + b += text(28, 262, "What the reader gets", 13.5, TEXT, 700) + cells = [("Company", "from the file", MUTED), ("Price", "from the file", MUTED), ("Crewed", "the default: false", AVRO)] + for i, (n, how, c) in enumerate(cells): + x = 28 + i * 240 + b += rect(x, 274, 226, 46, SURFACE, c, rx=6) + b += text(x + 14, 295, n, 13, TEXT, 600) + text(x + 14, 312, how, 12, MUTED) + # rules + b += text(28, 358, "What a reader schema may change", 13.5, TEXT, 700) + ok = ["Add a field with a default", "Drop a field", "Rename a field (with an alias)", "Widen a number: int → long → float → double"] + no = ["Add a field with no default", "Change string to int"] + for i, r in enumerate(ok): + x, y = 28 + (i % 2) * 358, 372 + (i // 2) * 28 + b += text(x, y + 15, "✓", 14, "#3ecf8e", 700) + text(x + 22, y + 15, r, 12.5, TEXT) + for i, r in enumerate(no): + x, y = 28 + (i % 2) * 358, 372 + 56 + (i // 2) * 28 + b += text(x, y + 15, "✗", 14, ROSE, 700) + text(x + 22, y + 15, r, 12.5, MUTED) + return svg(466, b) + + +# ── 6. Reading a few fields ────────────────────────────────────────────────── +def fig_walk(): + b = title("Reading three fields of eight", "Records are packed back to back, so a reader has to walk past what it doesn't want") + names = [f[0] for f in FIELDS] + wanted = {"Company", "Price", "Mission_Status"} + lens = [len(f[1]) for f in FIELDS] + # equalise widths a little so tiny fields are visible + widths = [max(l, 6) for l in lens] + scale = 704 / sum(widths) + for r in range(3): + y = 104 + r * 46 + x = 28 + for n, w in zip(names, widths): + ww = w * scale + if n in wanted: + b += rect(x, y, ww - 2, 34, AVRO, rx=3) + else: + b += rect(x, y, ww - 2, 34, SKIP_FILL, BORDER, rx=3) + if r == 0 and n in wanted: + last = n == names[-1] + b += text(x + ww - 2 if last else x + 1, 96, n, 11.5, TEXT, 600, "end" if last else "start") + x += ww + b += text(28, 262, "3 records of the block, drawn to the width of their fields", 11.5, MUTED) + b += rect(28, 282, 14, 14, AVRO, rx=3) + text(50, 294, "decoded and kept: Company, Price, Mission_Status", 12.5, TEXT) + b += rect(28, 306, 14, 14, SKIP_FILL, BORDER, rx=3) + text(50, 318, "decoded just far enough to find where the next field starts", 12.5, MUTED) + b += para(28, 356, "Strings carry a length, so a reader can hop over them. Numbers don't: it has to read bytes " + "until one has a clear top bit. Either way every byte of every block is inflated first, and " + "there are no statistics to say a block can be ignored.", 112, 12.5, MUTED, 18) + return svg(420, b) + + +SKIP_FILL = "#2a2f3a" + + +# ── 7. Splitting ───────────────────────────────────────────────────────────── +def fig_split(): + b = title("Splitting a file without opening it", "Sync markers let any reader land mid-file and find its feet") + x0, tw, y, h = 28, 704, 96, 44 + sizes = [s for _, s in FILE["blocks"]] + total = FILE["header"] + sum(sizes) + 16 * len(sizes) + scale = tw / total + x = x0 + FILE["header"] * scale + b += rect(x0, y, FILE["header"] * scale, h, AVRO, rx=2) + for s in sizes: + w = (s + 16 + 2) * scale + b += rect(x, y, w - 1.2, h, SURFACE, AVRO, rx=2) + b += rect(x + w - 3.2, y, 2, h, AMBER, rx=0) + x += w + b += text(x0, y - 10, "header", 11.5, MUTED) + text(732, y - 10, "each orange tick is a sync marker", 11.5, AMBER, anchor="end") + colors = [VIOLET, TEAL, ROSE] + share = tw / 3 + for i, c in enumerate(colors): + ox = x0 + share * i + b += line(ox, y + h, ox, 176, c, dash=False) + b += rect(ox + 3, 176, share - 6, 5, c, rx=2) + b += rect(ox + 3, 196, share - 6, 112, SURFACE, c, rx=8) + b += text(ox + 18, 220, f"Worker {i+1}", 13.5, TEXT, 700) + steps = ["start at byte " + (f"{int(total * i / 3):,}" if i else "0"), + "scan to the next sync marker" if i else "read the header", + "read blocks until its share ends"] + for j, st in enumerate(steps): + b += text(ox + 18, 244 + j * 20, st, 11.5, MUTED) + b += para(28, 340, "The same trick lets a query engine fan one file out across workers, and lets a writer " + "append: add blocks after the last one, with the header's sync marker.", 112, 12.5, MUTED, 18) + return svg(386, b) + + +if __name__ == "__main__": + os.makedirs(OUT, exist_ok=True) + figs = [("fig-1-record", fig_record()), ("fig-2-varint", fig_varint()), ("fig-3-file", fig_file()), + ("fig-4-codecs", fig_codecs()), ("fig-6-evolution", fig_evolution()), ("fig-7-walk", fig_walk()), + ("fig-5-split", fig_split())] + with tempfile.TemporaryDirectory() as tmp: + for name, s in figs: + _render(name, s, tmp)