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py-promql-parser

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Python bindings for promql-parser, a PromQL parser written in Rust.

promql-parser parses Prometheus query expressions into a Python-accessible AST that can be inspected, walked, transformed, and formatted back to PromQL.

Installation

pip install promql-parser

Quick start

import promql_parser

ast = promql_parser.parse('prometheus_http_requests_total{code="200", job="prometheus"}')
print(ast)
print(ast.prettify())

Inspecting the AST

Parsed queries are returned as subclasses of promql_parser.Expr such as VectorSelector, MatrixSelector, Call, AggregateExpr, and BinaryExpr.

import promql_parser

expr = promql_parser.parse('rate(http_requests_total{job="api"}[5m])')

assert isinstance(expr, promql_parser.Call)
assert expr.func.name == "rate"

matrix = expr.args[0]
assert isinstance(matrix, promql_parser.MatrixSelector)
assert matrix.range.total_seconds() == 300

vector = matrix.vector_selector
assert vector.name == "http_requests_total"
assert str(vector.matchers) == '{job="api"}'

Walking expressions

Use walk() to visit every expression node in depth-first order. pre_visit is called before children are visited, and post_visit after children are visited. Return False from either callback to stop traversal early; return True or None to continue.

import promql_parser

expr = promql_parser.parse('sum(rate(http_requests_total{job="api"}[5m]))')

names = []

def collect_vector_names(node):
    if isinstance(node, promql_parser.VectorSelector) and node.name is not None:
        names.append(node.name)

promql_parser.walk(expr, pre_visit=collect_vector_names)

assert names == ["http_requests_total"]

Transforming expressions

Use transform() to return a new expression tree. A callback may return a replacement Expr, or None to keep the current node unchanged. The original expression is not modified in place.

import promql_parser

expr = promql_parser.parse('rate(http_requests_total{job="api"}[5m]) + errors_total')

def rename_metric(node):
    if isinstance(node, promql_parser.VectorSelector) and node.name == "errors_total":
        return promql_parser.parse('http_errors_total')

new_expr = promql_parser.transform(expr, pre_visit=rename_metric)

assert str(expr) == 'rate(http_requests_total{job="api"}[5m]) + errors_total{}'
assert str(new_expr) == 'rate(http_requests_total{job="api"}[5m]) + http_errors_total{}'

Duration helpers

from datetime import timedelta
import promql_parser

assert promql_parser.parse_duration("1h30m") == timedelta(seconds=5400)
assert promql_parser.display_duration(timedelta(days=7, hours=2)) == "7d2h"

Custom functions

Register extra function signatures before parsing PromQL that uses them:

import promql_parser

promql_parser.register_extra_functions([
    promql_parser.Function(
        "custom_over_time",
        [promql_parser.ValueType.Matrix],
        promql_parser.ValueType.Vector,
    ),
])

expr = promql_parser.parse("custom_over_time(requests_total[5m])")

promql_parser.clear_extra_functions()

Registrations are process-global and additive. Built-in PromQL functions cannot be overridden.

License

This work is released under the MIT license. A copy of the license is provided in the LICENSE file.

Metadata

Release files for promql-parser 0.11.0

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for promql-parser 0.11.0
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Built distributions (wheels)

Table of built distributions (wheels) for promql-parser 0.11.0
File
promql_parser-0.11.0-pp311-pypy311_pp73-musllinux_1_2_x86_64.whl PyPy 3.11 PyPy 3.11 7.3 Linux musl 1.2+ x86-64 Details
promql_parser-0.11.0-pp311-pypy311_pp73-musllinux_1_2_i686.whl PyPy 3.11 PyPy 3.11 7.3 Linux musl 1.2+ x86-32 Details
promql_parser-0.11.0-pp311-pypy311_pp73-musllinux_1_2_armv7l.whl PyPy 3.11 PyPy 3.11 7.3 Linux musl 1.2+ ARMv7l Details
promql_parser-0.11.0-pp311-pypy311_pp73-musllinux_1_2_aarch64.whl PyPy 3.11 PyPy 3.11 7.3 Linux musl 1.2+ ARM64 Details
promql_parser-0.11.0-pp311-pypy311_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl PyPy 3.11 PyPy 3.11 7.3 Linux glibc 2.17+ x86-64 Details
promql_parser-0.11.0-pp311-pypy311_pp73-manylinux_2_17_s390x.manylinux2014_s390x.whl PyPy 3.11 PyPy 3.11 7.3 Linux glibc 2.17+ IBM System/390x Details
promql_parser-0.11.0-pp311-pypy311_pp73-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl PyPy 3.11 PyPy 3.11 7.3 Linux glibc 2.17+ PowerPC 64-le Details
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promql_parser-0.11.0-pp311-pypy311_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl PyPy 3.11 PyPy 3.11 7.3 Linux glibc 2.17+ ARM64 Details
promql_parser-0.11.0-pp311-pypy311_pp73-manylinux_2_5_i686.manylinux1_i686.whl PyPy 3.11 PyPy 3.11 7.3 Linux glibc 2.5+ x86-32 Details
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promql_parser-0.11.0-cp314-cp314t-musllinux_1_2_x86_64.whl CPython 3.14 CPython 3.14 free-threading Linux musl 1.2+ x86-64 Details
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promql_parser-0.11.0-cp314-cp314-musllinux_1_2_i686.whl CPython 3.14 CPython 3.14 Linux musl 1.2+ x86-32 Details
promql_parser-0.11.0-cp314-cp314-musllinux_1_2_armv7l.whl CPython 3.14 CPython 3.14 Linux musl 1.2+ ARMv7l Details
promql_parser-0.11.0-cp314-cp314-musllinux_1_2_aarch64.whl CPython 3.14 CPython 3.14 Linux musl 1.2+ ARM64 Details
promql_parser-0.11.0-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.14 CPython 3.14 Linux glibc 2.17+ x86-64 Details
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promql_parser-0.11.0-cp314-cp314-macosx_11_0_arm64.whl CPython 3.14 CPython 3.14 macOS 11.0+ ARM64 Details
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promql_parser-0.11.0-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl CPython 3.12 CPython 3.12 Linux glibc 2.17+ PowerPC 64-le Details
promql_parser-0.11.0-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl CPython 3.12 CPython 3.12 Linux glibc 2.17+ ARMv7l Details
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promql_parser-0.11.0-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.whl CPython 3.12 CPython 3.12 Linux glibc 2.5+ x86-32 Details
promql_parser-0.11.0-cp312-cp312-macosx_11_0_arm64.whl CPython 3.12 CPython 3.12 macOS 11.0+ ARM64 Details
promql_parser-0.11.0-cp312-cp312-macosx_10_12_x86_64.whl CPython 3.12 CPython 3.12 macOS 10.12+ x86-64 Details
promql_parser-0.11.0-cp311-cp311-win_amd64.whl CPython 3.11 CPython 3.11 Windows x86-64 Details
promql_parser-0.11.0-cp311-cp311-win32.whl CPython 3.11 CPython 3.11 Windows x86-32 Details
promql_parser-0.11.0-cp311-cp311-musllinux_1_2_x86_64.whl CPython 3.11 CPython 3.11 Linux musl 1.2+ x86-64 Details
promql_parser-0.11.0-cp311-cp311-musllinux_1_2_i686.whl CPython 3.11 CPython 3.11 Linux musl 1.2+ x86-32 Details
promql_parser-0.11.0-cp311-cp311-musllinux_1_2_armv7l.whl CPython 3.11 CPython 3.11 Linux musl 1.2+ ARMv7l Details
promql_parser-0.11.0-cp311-cp311-musllinux_1_2_aarch64.whl CPython 3.11 CPython 3.11 Linux musl 1.2+ ARM64 Details
promql_parser-0.11.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.11 CPython 3.11 Linux glibc 2.17+ x86-64 Details
promql_parser-0.11.0-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl CPython 3.11 CPython 3.11 Linux glibc 2.17+ IBM System/390x Details
promql_parser-0.11.0-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl CPython 3.11 CPython 3.11 Linux glibc 2.17+ PowerPC 64-le Details
promql_parser-0.11.0-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl CPython 3.11 CPython 3.11 Linux glibc 2.17+ ARMv7l Details
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promql_parser-0.11.0-cp311-cp311-macosx_11_0_arm64.whl CPython 3.11 CPython 3.11 macOS 11.0+ ARM64 Details
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promql_parser-0.11.0-cp310-cp310-musllinux_1_2_x86_64.whl CPython 3.10 CPython 3.10 Linux musl 1.2+ x86-64 Details
promql_parser-0.11.0-cp310-cp310-musllinux_1_2_i686.whl CPython 3.10 CPython 3.10 Linux musl 1.2+ x86-32 Details
promql_parser-0.11.0-cp310-cp310-musllinux_1_2_armv7l.whl CPython 3.10 CPython 3.10 Linux musl 1.2+ ARMv7l Details
promql_parser-0.11.0-cp310-cp310-musllinux_1_2_aarch64.whl CPython 3.10 CPython 3.10 Linux musl 1.2+ ARM64 Details
promql_parser-0.11.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.10 CPython 3.10 Linux glibc 2.17+ x86-64 Details
promql_parser-0.11.0-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl CPython 3.10 CPython 3.10 Linux glibc 2.17+ IBM System/390x Details
promql_parser-0.11.0-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl CPython 3.10 CPython 3.10 Linux glibc 2.17+ PowerPC 64-le Details
promql_parser-0.11.0-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl CPython 3.10 CPython 3.10 Linux glibc 2.17+ ARMv7l Details
promql_parser-0.11.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl CPython 3.10 CPython 3.10 Linux glibc 2.17+ ARM64 Details
promql_parser-0.11.0-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.whl CPython 3.10 CPython 3.10 Linux glibc 2.5+ x86-32 Details
promql_parser-0.11.0-cp310-cp310-macosx_11_0_arm64.whl CPython 3.10 CPython 3.10 macOS 11.0+ ARM64 Details
promql_parser-0.11.0-cp310-cp310-macosx_10_12_x86_64.whl CPython 3.10 CPython 3.10 macOS 10.12+ x86-64 Details

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