Fast iterable JSON parser.

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Project description

jiter

This is a standalone version of the JSON parser used in pydantic-core. The recommendation is to only use this package directly if you do not use pydantic.

The API is extremely minimal:

def from_json(
    json_data: bytes,
    /,
    *,
    allow_inf_nan: bool = True,
    cache_mode: Literal[True, False, "all", "keys", "none"] = "all",
    partial_mode: Literal[True, False, "off", "on", "trailing-strings"] = False,
    catch_duplicate_keys: bool = False,
    float_mode: Literal["float", "decimal", "lossless-float"] = False,
) -> Any:
    """
    Parse input bytes into a JSON object.

    Arguments:
        json_data: The JSON data to parse
        allow_inf_nan: Whether to allow infinity (`Infinity` an `-Infinity`) and `NaN` values to float fields.
            Defaults to True.
        cache_mode: cache Python strings to improve performance at the cost of some memory usage
            - True / 'all' - cache all strings
            - 'keys' - cache only object keys
            - False / 'none' - cache nothing
        partial_mode: How to handle incomplete strings:
            - False / 'off' - raise an exception if the input is incomplete
            - True / 'on' - allow incomplete JSON but discard the last string if it is incomplete
            - 'trailing-strings' - allow incomplete JSON, and include the last incomplete string in the output
        catch_duplicate_keys: if True, raise an exception if objects contain the same key multiple times
        float_mode: How to return floats: as a `float`, `Decimal` or `LosslessFloat`

    Returns:
        Python object built from the JSON input.
    """

def cache_clear() -> None:
    """
    Reset the string cache.
    """

def cache_usage() -> int:
    """
    get the size of the string cache.

    Returns:
        Size of the string cache in bytes.
    """

Examples

The main function provided by Jiter is from_json(), which accepts a bytes object containing JSON and returns a Python dictionary, list or other value.

import jiter

json_data = b'{"name": "John", "age": 30}'
parsed_data = jiter.from_json(json_data)
print(parsed_data)  # Output: {'name': 'John', 'age': 30}

Handling Partial JSON

Incomplete JSON objects can be parsed using the partial_mode= parameter.

import jiter

partial_json = b'{"name": "John", "age": 30, "city": "New Yor'

# Raise error on incomplete JSON
try:
    jiter.from_json(partial_json, partial_mode=False)
except ValueError as e:
    print(f"Error: {e}")

# Parse incomplete JSON, discarding incomplete last field
result = jiter.from_json(partial_json, partial_mode=True)
print(result)  # Output: {'name': 'John', 'age': 30}

# Parse incomplete JSON, including incomplete last field
result = jiter.from_json(partial_json, partial_mode='trailing-strings')
print(result)  # Output: {'name': 'John', 'age': 30, 'city': 'New Yor'}

Catching Duplicate Keys

The catch_duplicate_keys=True option can be used to raise a ValueError if an object contains duplicate keys.

import jiter

json_with_dupes = b'{"foo": 1, "foo": 2}'

# Default behavior (last value wins)
result = jiter.from_json(json_with_dupes)
print(result)  # Output: {'foo': 2}

# Catch duplicate keys
try:
    jiter.from_json(json_with_dupes, catch_duplicate_keys=True)
except ValueError as e:
    print(f"Error: {e}")

Project details

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Maintainers

davidhewitt dmontagu samuelcolvin

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Release history Release notifications | RSS feed

0.7.1

Nov 12, 2024

This version

0.7.0

Oct 31, 2024

0.6.1

Oct 8, 2024

0.6.0

Oct 7, 2024

0.5.0

Jun 24, 2024

0.4.2

Jun 12, 2024

0.4.1

May 31, 2024

0.4.0

May 22, 2024

0.1.0

May 16, 2024

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SHA256	`cc989951f73f9375b8eacd571baaa057f3d7d11b7ce6f67b9d54642e7475bfad`
MD5	`90ae8567f6b1317685c4634bbea09148`
BLAKE2b-256	`d08e80b2afd0391a3530966d8fc2f9c104955ba41093b3c319ae40b25e68e323`

Algorithm	Hash digest
SHA256	`9dcd54fa422fb66ca398bec296fed5f58e756aa0589496011cfea2abb5be38a5`
MD5	`ab80d5816cfadcd00930c80a4e1a8dc1`
BLAKE2b-256	`3ea5d0afb758c02d2d3c8ac3214a5be26579594d790944eaee7a47af06915e0e`

Algorithm	Hash digest
SHA256	`15cf691ebd8693b70c94627d6b748f01e6d697d9a6e9f2bc310934fcfb7cf25e`
MD5	`33200f6fc52b5658bbe15cf2309eb1c9`
BLAKE2b-256	`af9d816d2d7f19070b72cf0133437cbacf99a9202f6fbbc2cfa2111fb686b0e0`

Algorithm	Hash digest
SHA256	`db7a8d99fc5f842f7d2852f06ccaed066532292c41723e5dff670c339b649f88`
MD5	`000a456fca3da6b0700bad5c58f07acb`
BLAKE2b-256	`4bebddc874819382081f9ad71cf681ee76450b17ac981f78a8db6408e7e28f34`

Algorithm	Hash digest
SHA256	`90443994bbafe134f0b34201dad3ebe1c769f0599004084e046fb249ad912425`
MD5	`e72b7c34581a23cb25c0c3b47e46d111`
BLAKE2b-256	`9da2914587a68cba16920b1f979267a4e5c19f6977cac8fb8a6fbbd00035d0ed`

Algorithm	Hash digest
SHA256	`e6d28a92f28814e1a9f2824dc11f4e17e1df1f44dc4fdeb94c5450d34bcb2602`
MD5	`eac6b0af294ad52270c6de6da7aa4701`
BLAKE2b-256	`f7aec1c892861796aa0adb720da75c59de5dbcf74ad51243c2aeea46681dcb16`

Algorithm	Hash digest
SHA256	`c6b487247c7836810091e9455efe56a52ec51bfa3a222237e1587d04d3e04527`
MD5	`4bb0874d55f32f9d03b41bab6e99c995`
BLAKE2b-256	`0b7455f00ca01223665e1418bec76cdeebb17a5f9ffae94e886da5c9bef5abd2`

Algorithm	Hash digest
SHA256	`bd028d4165097a611eb0c7494d8c1f2aebd46f73ca3200f02a175a9c9a6f22f5`
MD5	`fa852ed3aa91a0a83e4e9fc7efa8aa5a`
BLAKE2b-256	`883c1af75094cbeba25df672b3f772dc717203be843e08248a0e03ef0ca382bc`

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Algorithm	Hash digest
SHA256	`a8af4df8a262fa2778b68c2a03b6e9d1cb4d43d02bea6976d46be77a3a331af1`
MD5	`0440fc2b5b3915a226f3b53dce4fbf7e`
BLAKE2b-256	`8d4f38d0e87c8863c1b1f2dbac48acca8da85f6931a7b735e7163781843170a5`

Algorithm	Hash digest
SHA256	`f9abf464f9faac652542ce8360cea8e68fba2b78350e8a170248f9bcc228702a`
MD5	`c4bcbfcb82278e1eff8b7604f2f41686`
BLAKE2b-256	`c8ea79abc48a6c9ba9ee3ccb0c194ec4cc1dd62e523c7c7003189380d00e5f16`

Algorithm	Hash digest
SHA256	`571feae3e7c901a8eedde9fd2865b0dfc1432fb15cab8c675a8444f7d11b7c5d`
MD5	`ccdd259a3031068fd0b4aefb2adfd435`
BLAKE2b-256	`d844d0409912bc28508abffd99b9d55baba869592c1d27f9ee1cc035ef62371e`

Algorithm	Hash digest
SHA256	`ac7930bcaaeb1e229e35c91c04ed2e9f39025b86ee9fc3141706bbf6fff4aeeb`
MD5	`e007d5c613a8652a4841b2c41e572681`
BLAKE2b-256	`d97bed881a65e8f0989913408643b68a3a0913365c5c3884e85bae01a9679dd5`

Algorithm	Hash digest
SHA256	`ed27b2c43e1b5f6c7fedc5c11d4d8bfa627de42d1143d87e39e2e83ddefd861a`
MD5	`6112f872e8668933e0c304744de25559`
BLAKE2b-256	`9619e9b32c69c6dea404d983847e92cf86c3287b0f2f3e7621180a544c0ff153`

Algorithm	Hash digest
SHA256	`c07f55a64912b0c7982377831210836d2ea92b7bd343fca67a32212dd72e38e0`
MD5	`ea01fd11371ec72a22bb54d095664abd`
BLAKE2b-256	`85359fb7c7fea9b9c159d2089ea9b5ff4e3e56e2d42069456e3568dadf904e99`

Algorithm	Hash digest
SHA256	`7ba426fa7ff21cb119fa544b75dd3fbee6a70e55a5829709c0338d07ccd30e6d`
MD5	`4b804158a435b85e9446d284c626134c`
BLAKE2b-256	`6f0350c665a3d9067c5e384604310d67a184ae3176f27f677ca0c2670bb061ac`

Algorithm	Hash digest
SHA256	`6e46a63c7f877cf7441ffc821c28287cfb9f533ae6ed707bde15e7d4dfafa7ae`
MD5	`69e8dca104a573b3c7c3c92cdd414527`
BLAKE2b-256	`a16d73bb48ca87951c6c01b902258d0b792ed9404980bafceb1aa87ac43eb925`

Algorithm	Hash digest
SHA256	`3ca7c287da9c1d56dda88da1d08855a787dbb09a7e2bd13c66a2e288700bd7c7`
MD5	`ca588ac3c4d0700094176746ab11feca`
BLAKE2b-256	`659b70f3ecbd3f18ef19e50fbe5a51bdb1c520282720896c16ae1a68b90675b8`

Algorithm	Hash digest
SHA256	`a4d27e09825c1b3c7a667adb500ce8b840e8fc9f630da8454b44cdd4fb0081bb`
MD5	`c75e9592e49d9a993ec22557bb845c6e`
BLAKE2b-256	`32082c7432ed26d194927ec07c1dfc08cdae5b6d302369df7fdda320d6393736`