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feat: funnel udf handle string or uint64 when parsing JSON (#41003)

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This commit is contained in:
Paweł Szczur
2025-11-11 10:07:23 +01:00
committed by GitHub
parent e01a25cd13
commit 154d21ea9e
16 changed files with 1750 additions and 45 deletions
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376
funnel-udf/Cargo.lock generated
View File

@@ -2,12 +2,27 @@
# It is not intended for manual editing.
version = 4
[[package]]
name = "aho-corasick"
version = "1.1.4"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "ddd31a130427c27518df266943a5308ed92d4b226cc639f5a8f1002816174301"
dependencies = [
"memchr",
]
[[package]]
name = "autocfg"
version = "1.4.0"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "ace50bade8e6234aa140d9a2f552bbee1db4d353f69b8217bc503490fc1a9f26"
[[package]]
name = "bumpalo"
version = "3.19.0"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "46c5e41b57b8bba42a04676d81cb89e9ee8e859a1a66f80a5a72e1cb76b34d43"
[[package]]
name = "cfg-if"
version = "1.0.0"
@@ -20,33 +35,106 @@ version = "1.13.0"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "60b1af1c220855b6ceac025d3f6ecdd2b7c4894bfe9cd9bda4fbb4bc7c0d4cf0"
[[package]]
name = "equivalent"
version = "1.0.2"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "877a4ace8713b0bcf2a4e7eec82529c029f1d0619886d18145fea96c3ffe5c0f"
[[package]]
name = "funnels"
version = "0.1.0"
dependencies = [
"itertools",
"ordered-float",
"rstest",
"serde",
"serde_json",
"uuid",
]
[[package]]
name = "getrandom"
version = "0.2.15"
name = "futures-core"
version = "0.3.31"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "c4567c8db10ae91089c99af84c68c38da3ec2f087c3f82960bcdbf3656b6f4d7"
checksum = "05f29059c0c2090612e8d742178b0580d2dc940c837851ad723096f87af6663e"
[[package]]
name = "futures-macro"
version = "0.3.31"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "162ee34ebcb7c64a8abebc059ce0fee27c2262618d7b60ed8faf72fef13c3650"
dependencies = [
"proc-macro2",
"quote",
"syn",
]
[[package]]
name = "futures-task"
version = "0.3.31"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "f90f7dce0722e95104fcb095585910c0977252f286e354b5e3bd38902cd99988"
[[package]]
name = "futures-timer"
version = "3.0.3"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "f288b0a4f20f9a56b5d1da57e2227c661b7b16168e2f72365f57b63326e29b24"
[[package]]
name = "futures-util"
version = "0.3.31"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "9fa08315bb612088cc391249efdc3bc77536f16c91f6cf495e6fbe85b20a4a81"
dependencies = [
"futures-core",
"futures-macro",
"futures-task",
"pin-project-lite",
"pin-utils",
"slab",
]
[[package]]
name = "getrandom"
version = "0.3.4"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "899def5c37c4fd7b2664648c28120ecec138e4d395b459e5ca34f9cce2dd77fd"
dependencies = [
"cfg-if",
"libc",
"wasi",
"r-efi",
"wasip2",
]
[[package]]
name = "glob"
version = "0.3.3"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "0cc23270f6e1808e30a928bdc84dea0b9b4136a8bc82338574f23baf47bbd280"
[[package]]
name = "hashbrown"
version = "0.16.0"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "5419bdc4f6a9207fbeba6d11b604d481addf78ecd10c11ad51e76c2f6482748d"
[[package]]
name = "indexmap"
version = "2.12.0"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "6717a8d2a5a929a1a2eb43a12812498ed141a0bcfb7e8f7844fbdbe4303bba9f"
dependencies = [
"equivalent",
"hashbrown",
]
[[package]]
name = "itertools"
version = "0.11.0"
version = "0.14.0"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "b1c173a5686ce8bfa551b3563d0c2170bf24ca44da99c7ca4bfdab5418c3fe57"
checksum = "2b192c782037fadd9cfa75548310488aabdbf3d2da73885b31bd0abd03351285"
dependencies = [
"either",
]
@@ -57,6 +145,16 @@ version = "1.0.11"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "49f1f14873335454500d59611f1cf4a4b0f786f9ac11f4312a78e4cf2566695b"
[[package]]
name = "js-sys"
version = "0.3.82"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "b011eec8cc36da2aab2d5cff675ec18454fad408585853910a202391cf9f8e65"
dependencies = [
"once_cell",
"wasm-bindgen",
]
[[package]]
name = "libc"
version = "0.2.159"
@@ -79,14 +177,41 @@ dependencies = [
]
[[package]]
name = "ordered-float"
version = "5.0.0"
name = "once_cell"
version = "1.21.3"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "e2c1f9f56e534ac6a9b8a4600bdf0f530fb393b5f393e7b4d03489c3cf0c3f01"
checksum = "42f5e15c9953c5e4ccceeb2e7382a716482c34515315f7b03532b8b4e8393d2d"
[[package]]
name = "ordered-float"
version = "5.1.0"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "7f4779c6901a562440c3786d08192c6fbda7c1c2060edd10006b05ee35d10f2d"
dependencies = [
"num-traits",
]
[[package]]
name = "pin-project-lite"
version = "0.2.16"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "3b3cff922bd51709b605d9ead9aa71031d81447142d828eb4a6eba76fe619f9b"
[[package]]
name = "pin-utils"
version = "0.1.0"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "8b870d8c151b6f2fb93e84a13146138f05d02ed11c7e7c54f8826aaaf7c9f184"
[[package]]
name = "proc-macro-crate"
version = "3.4.0"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "219cb19e96be00ab2e37d6e299658a0cfa83e52429179969b0f0121b4ac46983"
dependencies = [
"toml_edit",
]
[[package]]
name = "proc-macro2"
version = "1.0.86"
@@ -105,6 +230,91 @@ dependencies = [
"proc-macro2",
]
[[package]]
name = "r-efi"
version = "5.3.0"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "69cdb34c158ceb288df11e18b4bd39de994f6657d83847bdffdbd7f346754b0f"
[[package]]
name = "regex"
version = "1.12.2"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "843bc0191f75f3e22651ae5f1e72939ab2f72a4bc30fa80a066bd66edefc24d4"
dependencies = [
"aho-corasick",
"memchr",
"regex-automata",
"regex-syntax",
]
[[package]]
name = "regex-automata"
version = "0.4.13"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "5276caf25ac86c8d810222b3dbb938e512c55c6831a10f3e6ed1c93b84041f1c"
dependencies = [
"aho-corasick",
"memchr",
"regex-syntax",
]
[[package]]
name = "regex-syntax"
version = "0.8.8"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "7a2d987857b319362043e95f5353c0535c1f58eec5336fdfcf626430af7def58"
[[package]]
name = "relative-path"
version = "1.9.3"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "ba39f3699c378cd8970968dcbff9c43159ea4cfbd88d43c00b22f2ef10a435d2"
[[package]]
name = "rstest"
version = "0.26.1"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "f5a3193c063baaa2a95a33f03035c8a72b83d97a54916055ba22d35ed3839d49"
dependencies = [
"futures-timer",
"futures-util",
"rstest_macros",
]
[[package]]
name = "rstest_macros"
version = "0.26.1"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "9c845311f0ff7951c5506121a9ad75aec44d083c31583b2ea5a30bcb0b0abba0"
dependencies = [
"cfg-if",
"glob",
"proc-macro-crate",
"proc-macro2",
"quote",
"regex",
"relative-path",
"rustc_version",
"syn",
"unicode-ident",
]
[[package]]
name = "rustc_version"
version = "0.4.1"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "cfcb3a22ef46e85b45de6ee7e79d063319ebb6594faafcf1c225ea92ab6e9b92"
dependencies = [
"semver",
]
[[package]]
name = "rustversion"
version = "1.0.22"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "b39cdef0fa800fc44525c84ccb54a029961a8215f9619753635a9c0d2538d46d"
[[package]]
name = "ryu"
version = "1.0.18"
@@ -112,19 +322,35 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "f3cb5ba0dc43242ce17de99c180e96db90b235b8a9fdc9543c96d2209116bd9f"
[[package]]
name = "serde"
version = "1.0.210"
name = "semver"
version = "1.0.27"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "c8e3592472072e6e22e0a54d5904d9febf8508f65fb8552499a1abc7d1078c3a"
checksum = "d767eb0aabc880b29956c35734170f26ed551a859dbd361d140cdbeca61ab1e2"
[[package]]
name = "serde"
version = "1.0.228"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "9a8e94ea7f378bd32cbbd37198a4a91436180c5bb472411e48b5ec2e2124ae9e"
dependencies = [
"serde_core",
"serde_derive",
]
[[package]]
name = "serde_core"
version = "1.0.228"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "41d385c7d4ca58e59fc732af25c3983b67ac852c1a25000afe1175de458b67ad"
dependencies = [
"serde_derive",
]
[[package]]
name = "serde_derive"
version = "1.0.210"
version = "1.0.228"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "243902eda00fad750862fc144cea25caca5e20d615af0a81bee94ca738f1df1f"
checksum = "d540f220d3187173da220f885ab66608367b6574e925011a9353e4badda91d79"
dependencies = [
"proc-macro2",
"quote",
@@ -133,27 +359,64 @@ dependencies = [
[[package]]
name = "serde_json"
version = "1.0.128"
version = "1.0.145"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "6ff5456707a1de34e7e37f2a6fd3d3f808c318259cbd01ab6377795054b483d8"
checksum = "402a6f66d8c709116cf22f558eab210f5a50187f702eb4d7e5ef38d9a7f1c79c"
dependencies = [
"itoa",
"memchr",
"ryu",
"serde",
"serde_core",
]
[[package]]
name = "syn"
version = "2.0.77"
name = "slab"
version = "0.4.11"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "9f35bcdf61fd8e7be6caf75f429fdca8beb3ed76584befb503b1569faee373ed"
checksum = "7a2ae44ef20feb57a68b23d846850f861394c2e02dc425a50098ae8c90267589"
[[package]]
name = "syn"
version = "2.0.87"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "25aa4ce346d03a6dcd68dd8b4010bcb74e54e62c90c573f394c46eae99aba32d"
dependencies = [
"proc-macro2",
"quote",
"unicode-ident",
]
[[package]]
name = "toml_datetime"
version = "0.7.3"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "f2cdb639ebbc97961c51720f858597f7f24c4fc295327923af55b74c3c724533"
dependencies = [
"serde_core",
]
[[package]]
name = "toml_edit"
version = "0.23.7"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "6485ef6d0d9b5d0ec17244ff7eb05310113c3f316f2d14200d4de56b3cb98f8d"
dependencies = [
"indexmap",
"toml_datetime",
"toml_parser",
"winnow",
]
[[package]]
name = "toml_parser"
version = "1.0.4"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "c0cbe268d35bdb4bb5a56a2de88d0ad0eb70af5384a99d648cd4b3d04039800e"
dependencies = [
"winnow",
]
[[package]]
name = "unicode-ident"
version = "1.0.13"
@@ -162,16 +425,81 @@ checksum = "e91b56cd4cadaeb79bbf1a5645f6b4f8dc5bde8834ad5894a8db35fda9efa1fe"
[[package]]
name = "uuid"
version = "1.10.0"
version = "1.18.1"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "81dfa00651efa65069b0b6b651f4aaa31ba9e3c3ce0137aaad053604ee7e0314"
checksum = "2f87b8aa10b915a06587d0dec516c282ff295b475d94abf425d62b57710070a2"
dependencies = [
"getrandom",
"js-sys",
"serde",
"wasm-bindgen",
]
[[package]]
name = "wasi"
version = "0.11.0+wasi-snapshot-preview1"
name = "wasip2"
version = "1.0.1+wasi-0.2.4"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "9c8d87e72b64a3b4db28d11ce29237c246188f4f51057d65a7eab63b7987e423"
checksum = "0562428422c63773dad2c345a1882263bbf4d65cf3f42e90921f787ef5ad58e7"
dependencies = [
"wit-bindgen",
]
[[package]]
name = "wasm-bindgen"
version = "0.2.105"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "da95793dfc411fbbd93f5be7715b0578ec61fe87cb1a42b12eb625caa5c5ea60"
dependencies = [
"cfg-if",
"once_cell",
"rustversion",
"wasm-bindgen-macro",
"wasm-bindgen-shared",
]
[[package]]
name = "wasm-bindgen-macro"
version = "0.2.105"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "04264334509e04a7bf8690f2384ef5265f05143a4bff3889ab7a3269adab59c2"
dependencies = [
"quote",
"wasm-bindgen-macro-support",
]
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name = "wasm-bindgen-macro-support"
version = "0.2.105"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "420bc339d9f322e562942d52e115d57e950d12d88983a14c79b86859ee6c7ebc"
dependencies = [
"bumpalo",
"proc-macro2",
"quote",
"syn",
"wasm-bindgen-shared",
]
[[package]]
name = "wasm-bindgen-shared"
version = "0.2.105"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "76f218a38c84bcb33c25ec7059b07847d465ce0e0a76b995e134a45adcb6af76"
dependencies = [
"unicode-ident",
]
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name = "winnow"
version = "0.7.13"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "21a0236b59786fed61e2a80582dd500fe61f18b5dca67a4a067d0bc9039339cf"
dependencies = [
"memchr",
]
[[package]]
name = "wit-bindgen"
version = "0.46.0"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "f17a85883d4e6d00e8a97c586de764dabcc06133f7f1d55dce5cdc070ad7fe59"

13
funnel-udf/Cargo.toml
View File

@@ -4,11 +4,14 @@ version = "0.1.0"
edition = "2021"
[dependencies]
serde = { version = "1.0.104", features = ["derive"] }
serde_json = "1.0.48"
itertools = "0.11"
uuid = { version = "1.10.0", features = ["v4", "serde"] }
ordered-float = "5.0.0"
serde = { version = "1.0.228", features = ["derive"] }
serde_json = "1.0.145"
itertools = "0.14.0"
uuid = { version = "1.18.1", features = ["v4", "serde"] }
ordered-float = "5.1.0"
[dev-dependencies]
rstest = "0.26.1"
[profile.release]
lto = true

0
funnel-udf/build.sh Normal file → Executable file
View File

1
funnel-udf/src/main.rs
View File

@@ -1,3 +1,4 @@
mod parsing;
mod steps;
mod trends;
mod unordered_steps;

58
funnel-udf/src/parsing.rs Normal file
View File

@@ -0,0 +1,58 @@
use serde::{Deserialize, Deserializer};
use std::str::FromStr;
#[derive(Deserialize)]
#[serde(untagged)]
enum U64OrString {
U64(u64),
String(String),
}
pub fn u64_or_string<'de, D>(deserializer: D) -> Result<u64, D::Error>
where
D: Deserializer<'de>,
{
match U64OrString::deserialize(deserializer)? {
U64OrString::U64(v) => Ok(v),
U64OrString::String(v) => u64::from_str(&v).map_err(serde::de::Error::custom),
}
}
#[cfg(test)]
mod tests {
use super::*;
use rstest::rstest;
use serde::Deserialize;
#[derive(Deserialize)]
struct TestStruct {
#[serde(deserialize_with = "u64_or_string")]
value: u64,
}
#[rstest]
#[case(r#"{"value": 0}"#, 0)]
#[case(r#"{"value": 12345}"#, 12345)]
#[case(r#"{"value": 67890}"#, 67890)]
#[case(r#"{"value": 18446744073709551615}"#, u64::MAX)]
#[case(r#"{"value": "0"}"#, 0)]
#[case(r#"{"value": "12345"}"#, 12345)]
#[case(r#"{"value": "67890"}"#, 67890)]
#[case(r#"{"value": "18446744073709551615"}"#, u64::MAX)]
fn test_deserialize_u64_valid(#[case] json: &str, #[case] expected: u64) {
let result: TestStruct = serde_json::from_str(json).unwrap();
assert_eq!(result.value, expected);
}
#[rstest]
#[case(r#"{"value": "not_a_number"}"#)]
#[case(r#"{"value": "-123"}"#)]
#[case(r#"{"value": ""}"#)]
#[case(r#"{"value": "18446744073709551616"}"#)] // u64::MAX + 1
#[case(r#"{"value": "12.34"}"#)]
#[case(r#"{"value": " 123 "}"#)]
fn test_deserialize_u64_invalid(#[case] json: &str) {
let result: Result<TestStruct, _> = serde_json::from_str(json);
assert!(result.is_err());
}
}

2
funnel-udf/src/steps.rs
View File

@@ -1,3 +1,4 @@
use crate::parsing::u64_or_string;
use crate::unordered_steps::AggregateFunnelRowUnordered;
use crate::PropVal;
use itertools::Itertools;
@@ -26,6 +27,7 @@ pub struct Event {
#[derive(Deserialize)]
pub struct Args {
pub num_steps: usize,
#[serde(deserialize_with = "u64_or_string")]
pub conversion_window_limit: u64, // In seconds
pub breakdown_attribution_type: String,
pub funnel_order_type: String,

13
funnel-udf/src/trends.rs
View File

@@ -1,20 +1,12 @@
use crate::parsing::u64_or_string;
use crate::unordered_trends::AggregateFunnelRowUnordered;
use crate::PropVal;
use itertools::Itertools;
use serde::{Deserialize, Serialize};
use serde_json::{json, Value};
use std::collections::HashMap;
use std::str::FromStr;
use uuid::Uuid;
fn deserialize_number_from_string<'de, D>(deserializer: D) -> Result<u64, D::Error>
where
D: serde::Deserializer<'de>,
{
let s = String::deserialize(deserializer)?;
u64::from_str(&s).map_err(serde::de::Error::custom)
}
#[derive(Clone, Deserialize)]
pub struct EnteredTimestamp {
pub timestamp: f64,
@@ -24,7 +16,7 @@ pub struct EnteredTimestamp {
#[derive(Debug, Clone, Deserialize)]
pub struct Event {
pub timestamp: f64,
#[serde(deserialize_with = "deserialize_number_from_string")]
#[serde(deserialize_with = "u64_or_string")]
pub interval_start: u64,
pub uuid: Uuid,
pub breakdown: PropVal,
@@ -36,6 +28,7 @@ pub struct Args {
pub from_step: usize,
pub to_step: usize,
pub num_steps: usize,
#[serde(deserialize_with = "u64_or_string")]
pub conversion_window_limit: u64, // In seconds
pub breakdown_attribution_type: String,
pub funnel_order_type: String,

BIN
posthog/user_scripts/aggregate_funnel_aarch64
View File

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posthog/user_scripts/aggregate_funnel_x86_64
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333
posthog/user_scripts/latest_user_defined_function.xml
View File

@@ -1,5 +1,5 @@
<functions>
<!-- Version: v8. Generated at: 2025-07-15T06:30:58.831626+00:00
<!-- Version: v9. Generated at: 2025-11-06T09:47:21.323981+00:00
This file is autogenerated by udf_versioner.py. Do not edit this, only edit the version at docker/clickhouse/user_defined_function.xml--><function>
<type>executable_pool</type>
<name>aggregate_funnel_v7</name>
@@ -181,7 +181,7 @@ This file is autogenerated by udf_versioner.py. Do not edit this, only edit the
<function>
<type>executable_pool</type>
<name>aggregate_funnel_array_trends_v7</name>
<return_type>Array(Tuple(UInt64, Int8, Array(String), UUID))</return_type>
<return_name>result</return_name>
<argument>
@@ -224,7 +224,7 @@ This file is autogenerated by udf_versioner.py. Do not edit this, only edit the
<function>
<type>executable_pool</type>
<name>aggregate_funnel_cohort_trends_v7</name>
<return_type>Array(Tuple(UInt64, Int8, UInt64, UUID))</return_type>
<return_name>result</return_name>
<argument>
@@ -502,7 +502,7 @@ This file is autogenerated by udf_versioner.py. Do not edit this, only edit the
<function>
<type>executable_pool</type>
<name>aggregate_funnel_array_trends_v8</name>
<return_type>Array(Tuple(UInt64, Int8, Array(String), UUID))</return_type>
<return_name>result</return_name>
<argument>
@@ -545,7 +545,7 @@ This file is autogenerated by udf_versioner.py. Do not edit this, only edit the
<function>
<type>executable_pool</type>
<name>aggregate_funnel_cohort_trends_v8</name>
<return_type>Array(Tuple(UInt64, Int8, UInt64, UUID))</return_type>
<return_name>result</return_name>
<argument>
@@ -626,4 +626,325 @@ This file is autogenerated by udf_versioner.py. Do not edit this, only edit the
<command>v8/aggregate_funnel_array_trends_test.py</command>
<lifetime>600</lifetime>
</function>
</functions>
<function>
<type>executable_pool</type>
<name>aggregate_funnel_v9</name>
<return_type>Array(Tuple(Int8, Nullable(String), Array(Float64), Array(Array(UUID)), UInt32))</return_type>
<return_name>result</return_name>
<argument>
<type>UInt8</type>
<name>num_steps</name>
</argument>
<argument>
<type>UInt64</type>
<name>conversion_window_limit</name>
</argument>
<argument>
<type>String</type>
<name>breakdown_attribution_type</name>
</argument>
<argument>
<type>String</type>
<name>funnel_order_type</name>
</argument>
<argument>
<type>Array(Nullable(String))</type>
<name>prop_vals</name>
</argument>
<argument>
<type>Array(Int8)</type>
<name>optional_steps</name>
</argument>
<argument>
<type>Array(Tuple(Nullable(Float64), UUID, Nullable(String), Array(Int8)))</type>
<name>value</name>
</argument>
<format>JSONEachRow</format>
<command>v9/aggregate_funnel steps</command>
<lifetime>600</lifetime>
</function>
<function>
<type>executable_pool</type>
<name>aggregate_funnel_cohort_v9</name>
<return_type>Array(Tuple(Int8, UInt64, Array(Float64), Array(Array(UUID)), UInt32))</return_type>
<return_name>result</return_name>
<argument>
<type>UInt8</type>
<name>num_steps</name>
</argument>
<argument>
<type>UInt64</type>
<name>conversion_window_limit</name>
</argument>
<argument>
<type>String</type>
<name>breakdown_attribution_type</name>
</argument>
<argument>
<type>String</type>
<name>funnel_order_type</name>
</argument>
<argument>
<type>Array(UInt64)</type>
<name>prop_vals</name>
</argument>
<argument>
<type>Array(Int8)</type>
<name>optional_steps</name>
</argument>
<argument>
<type>Array(Tuple(Nullable(Float64), UUID, UInt64, Array(Int8)))</type>
<name>value</name>
</argument>
<format>JSONEachRow</format>
<command>v9/aggregate_funnel steps</command>
<lifetime>600</lifetime>
</function>
<function>
<type>executable_pool</type>
<name>aggregate_funnel_array_v9</name>
<return_type>Array(Tuple(Int8, Array(String), Array(Float64), Array(Array(UUID)), UInt32))</return_type>
<return_name>result</return_name>
<argument>
<type>UInt8</type>
<name>num_steps</name>
</argument>
<argument>
<type>UInt64</type>
<name>conversion_window_limit</name>
</argument>
<argument>
<type>String</type>
<name>breakdown_attribution_type</name>
</argument>
<argument>
<type>String</type>
<name>funnel_order_type</name>
</argument>
<argument>
<type>Array(Array(String))</type>
<name>prop_vals</name>
</argument>
<argument>
<type>Array(Int8)</type>
<name>optional_steps</name>
</argument>
<argument>
<type>Array(Tuple(Nullable(Float64), UUID, Array(String), Array(Int8)))</type>
<name>value</name>
</argument>
<format>JSONEachRow</format>
<command>v9/aggregate_funnel steps</command>
<lifetime>600</lifetime>
</function>
<function>
<type>executable_pool</type>
<name>aggregate_funnel_test_v9</name>
<return_type>String</return_type>
<return_name>result</return_name>
<argument>
<type>UInt8</type>
<name>num_steps</name>
</argument>
<argument>
<type>UInt64</type>
<name>conversion_window_limit</name>
</argument>
<argument>
<type>String</type>
<name>breakdown_attribution_type</name>
</argument>
<argument>
<type>String</type>
<name>funnel_order_type</name>
</argument>
<argument>
<type>Array(Array(String))</type>
<name>prop_vals</name>
</argument>
<argument>
<type>Array(Int8)</type>
<name>optional_steps</name>
</argument>
<argument>
<type>Array(Tuple(Nullable(Float64), UUID, Nullable(String), Array(Int8)))</type>
<name>value</name>
</argument>
<format>JSONEachRow</format>
<command>v9/aggregate_funnel_test.py</command>
<lifetime>600</lifetime>
</function>
<function>
<type>executable_pool</type>
<name>aggregate_funnel_trends_v9</name>
<return_type>Array(Tuple(UInt64, Int8, Nullable(String), UUID))</return_type>
<return_name>result</return_name>
<argument>
<type>UInt8</type>
<name>from_step</name>
</argument>
<argument>
<type>UInt8</type>
<name>to_step</name>
</argument>
<argument>
<type>UInt8</type>
<name>num_steps</name>
</argument>
<argument>
<type>UInt64</type>
<name>conversion_window_limit</name>
</argument>
<argument>
<type>String</type>
<name>breakdown_attribution_type</name>
</argument>
<argument>
<type>String</type>
<name>funnel_order_type</name>
</argument>
<argument>
<type>Array(Nullable(String))</type>
<name>prop_vals</name>
</argument>
<argument>
<type>Array(Tuple(Nullable(Float64), UInt64, UUID, Nullable(String), Array(Int8)))</type>
<name>value</name>
</argument>
<format>JSONEachRow</format>
<command>v9/aggregate_funnel trends</command>
<lifetime>600</lifetime>
</function>
<function>
<type>executable_pool</type>
<name>aggregate_funnel_array_trends_v9</name>
<return_type>Array(Tuple(UInt64, Int8, Array(String), UUID))</return_type>
<return_name>result</return_name>
<argument>
<type>UInt8</type>
<name>from_step</name>
</argument>
<argument>
<type>UInt8</type>
<name>to_step</name>
</argument>
<argument>
<type>UInt8</type>
<name>num_steps</name>
</argument>
<argument>
<type>UInt64</type>
<name>conversion_window_limit</name>
</argument>
<argument>
<type>String</type>
<name>breakdown_attribution_type</name>
</argument>
<argument>
<type>String</type>
<name>funnel_order_type</name>
</argument>
<argument>
<type>Array(Array(String))</type>
<name>prop_vals</name>
</argument>
<argument>
<type>Array(Tuple(Nullable(Float64), UInt64, UUID, Array(String), Array(Int8)))</type>
<name>value</name>
</argument>
<format>JSONEachRow</format>
<command>v9/aggregate_funnel trends</command>
<lifetime>600</lifetime>
</function>
<function>
<type>executable_pool</type>
<name>aggregate_funnel_cohort_trends_v9</name>
<return_type>Array(Tuple(UInt64, Int8, UInt64, UUID))</return_type>
<return_name>result</return_name>
<argument>
<type>UInt8</type>
<name>from_step</name>
</argument>
<argument>
<type>UInt8</type>
<name>to_step</name>
</argument>
<argument>
<type>UInt8</type>
<name>num_steps</name>
</argument>
<argument>
<type>UInt64</type>
<name>conversion_window_limit</name>
</argument>
<argument>
<type>String</type>
<name>breakdown_attribution_type</name>
</argument>
<argument>
<type>String</type>
<name>funnel_order_type</name>
</argument>
<argument>
<type>Array(UInt64)</type>
<name>prop_vals</name>
</argument>
<argument>
<type>Array(Tuple(Nullable(Float64), UInt64, UUID, UInt64, Array(Int8)))</type>
<name>value</name>
</argument>
<format>JSONEachRow</format>
<command>v9/aggregate_funnel trends</command>
<lifetime>600</lifetime>
</function>
<function>
<type>executable_pool</type>
<name>aggregate_funnel_array_trends_test_v9</name>
<return_type>String</return_type>
<return_name>result</return_name>
<argument>
<type>UInt8</type>
<name>from_step</name>
</argument>
<argument>
<type>UInt8</type>
<name>to_step</name>
</argument>
<argument>
<type>UInt8</type>
<name>num_steps</name>
</argument>
<argument>
<type>UInt64</type>
<name>conversion_window_limit</name>
</argument>
<argument>
<type>String</type>
<name>breakdown_attribution_type</name>
</argument>
<argument>
<type>String</type>
<name>funnel_order_type</name>
</argument>
<argument>
<type>Array(Array(String))</type>
<name>prop_vals</name>
</argument>
<argument>
<type>Array(Tuple(Nullable(Float64), UInt64, UUID, Array(String), Array(Int8)))</type>
<name>value</name>
</argument>
<format>JSONEachRow</format>
<command>v9/aggregate_funnel_array_trends_test.py</command>
<lifetime>600</lifetime>
</function>
</functions>

25
posthog/user_scripts/v9/aggregate_funnel Executable file
View File

@@ -0,0 +1,25 @@
#!/bin/sh
DIR_NAME=$(dirname "$0")
# Create a temporary directory in /tmp
TEMP_DIR=$(mktemp -d -p /tmp "aggregate_funnel_XXXXXXXXXX")
# Trap to clean up the temporary directory on exit
trap 'rm -rf "$TEMP_DIR"; exit' 0
# Determine which executable to use based on architecture
case $( uname -m ) in
aarch64)
EXECUTABLE_NAME="aggregate_funnel_aarch64"
;;
*)
EXECUTABLE_NAME="aggregate_funnel_x86_64"
;;
esac
# Copy the executable to a temporary location
cp "$DIR_NAME/$EXECUTABLE_NAME" "$TEMP_DIR/$EXECUTABLE_NAME"
chmod +x "$TEMP_DIR/$EXECUTABLE_NAME"
"$TEMP_DIR/$EXECUTABLE_NAME" "$@"

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posthog/user_scripts/v9/aggregate_funnel_aarch64 Executable file
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12
posthog/user_scripts/v9/aggregate_funnel_array_trends_test.py Executable file
View File

@@ -0,0 +1,12 @@
#!/usr/bin/python3
import sys
import json
if __name__ == "__main__":
for line in sys.stdin:
try:
print(json.dumps({"result": line})) # noqa: T201
except Exception as e:
print(json.dumps({"result": json.dumps(str(e))}), end="\n") # noqa: T201
sys.stdout.flush()

12
posthog/user_scripts/v9/aggregate_funnel_test.py Executable file
View File

@@ -0,0 +1,12 @@
#!/usr/bin/python3
import sys
import json
import traceback
if __name__ == "__main__":
for line in sys.stdin:
try:
print(json.dumps({"result": line})) # noqa: T201
except Exception as e:
print(json.dumps({"result": json.dumps(str(e) + traceback.format_exc())}), end="\n") # noqa: T201
sys.stdout.flush()

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posthog/user_scripts/v9/aggregate_funnel_x86_64 Executable file
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Binary file not shown.

950
posthog/user_scripts/v9/user_defined_function.xml Normal file
View File

@@ -0,0 +1,950 @@
<functions>
<!-- Version: v9. Generated at: 2025-11-06T09:47:21.323981+00:00
This file is autogenerated by udf_versioner.py. Do not edit this, only edit the version at docker/clickhouse/user_defined_function.xml--><function>
<type>executable_pool</type>
<name>aggregate_funnel_v7</name>
<return_type>Array(Tuple(Int8, Nullable(String), Array(Float64), Array(Array(UUID))))</return_type>
<return_name>result</return_name>
<argument>
<type>UInt8</type>
<name>num_steps</name>
</argument>
<argument>
<type>UInt64</type>
<name>conversion_window_limit</name>
</argument>
<argument>
<type>String</type>
<name>breakdown_attribution_type</name>
</argument>
<argument>
<type>String</type>
<name>funnel_order_type</name>
</argument>
<argument>
<type>Array(Nullable(String))</type>
<name>prop_vals</name>
</argument>
<argument>
<type>Array(Tuple(Nullable(Float64), UUID, Nullable(String), Array(Int8)))</type>
<name>value</name>
</argument>
<format>JSONEachRow</format>
<command>v7/aggregate_funnel steps</command>
<lifetime>600</lifetime>
</function>
<function>
<type>executable_pool</type>
<name>aggregate_funnel_cohort_v7</name>
<return_type>Array(Tuple(Int8, UInt64, Array(Float64), Array(Array(UUID))))</return_type>
<return_name>result</return_name>
<argument>
<type>UInt8</type>
<name>num_steps</name>
</argument>
<argument>
<type>UInt64</type>
<name>conversion_window_limit</name>
</argument>
<argument>
<type>String</type>
<name>breakdown_attribution_type</name>
</argument>
<argument>
<type>String</type>
<name>funnel_order_type</name>
</argument>
<argument>
<type>Array(UInt64)</type>
<name>prop_vals</name>
</argument>
<argument>
<type>Array(Tuple(Nullable(Float64), UUID, UInt64, Array(Int8)))</type>
<name>value</name>
</argument>
<format>JSONEachRow</format>
<command>v7/aggregate_funnel steps</command>
<lifetime>600</lifetime>
</function>
<function>
<type>executable_pool</type>
<name>aggregate_funnel_array_v7</name>
<return_type>Array(Tuple(Int8, Array(String), Array(Float64), Array(Array(UUID))))</return_type>
<return_name>result</return_name>
<argument>
<type>UInt8</type>
<name>num_steps</name>
</argument>
<argument>
<type>UInt64</type>
<name>conversion_window_limit</name>
</argument>
<argument>
<type>String</type>
<name>breakdown_attribution_type</name>
</argument>
<argument>
<type>String</type>
<name>funnel_order_type</name>
</argument>
<argument>
<type>Array(Array(String))</type>
<name>prop_vals</name>
</argument>
<argument>
<type>Array(Tuple(Nullable(Float64), UUID, Array(String), Array(Int8)))</type>
<name>value</name>
</argument>
<format>JSONEachRow</format>
<command>v7/aggregate_funnel steps</command>
<lifetime>600</lifetime>
</function>
<function>
<type>executable_pool</type>
<name>aggregate_funnel_test_v7</name>
<return_type>String</return_type>
<return_name>result</return_name>
<argument>
<type>UInt8</type>
<name>num_steps</name>
</argument>
<argument>
<type>UInt64</type>
<name>conversion_window_limit</name>
</argument>
<argument>
<type>String</type>
<name>breakdown_attribution_type</name>
</argument>
<argument>
<type>String</type>
<name>funnel_order_type</name>
</argument>
<argument>
<type>Array(Array(String))</type>
<name>prop_vals</name>
</argument>
<argument>
<type>Array(Tuple(Nullable(Float64), UUID, Nullable(String), Array(Int8)))</type>
<name>value</name>
</argument>
<format>JSONEachRow</format>
<command>v7/aggregate_funnel_test.py</command>
<lifetime>600</lifetime>
</function>
<function>
<type>executable_pool</type>
<name>aggregate_funnel_trends_v7</name>
<return_type>Array(Tuple(UInt64, Int8, Nullable(String), UUID))</return_type>
<return_name>result</return_name>
<argument>
<type>UInt8</type>
<name>from_step</name>
</argument>
<argument>
<type>UInt8</type>
<name>to_step</name>
</argument>
<argument>
<type>UInt8</type>
<name>num_steps</name>
</argument>
<argument>
<type>UInt64</type>
<name>conversion_window_limit</name>
</argument>
<argument>
<type>String</type>
<name>breakdown_attribution_type</name>
</argument>
<argument>
<type>String</type>
<name>funnel_order_type</name>
</argument>
<argument>
<type>Array(Nullable(String))</type>
<name>prop_vals</name>
</argument>
<argument>
<type>Array(Tuple(Nullable(Float64), UInt64, UUID, Nullable(String), Array(Int8)))</type>
<name>value</name>
</argument>
<format>JSONEachRow</format>
<command>v7/aggregate_funnel trends</command>
<lifetime>600</lifetime>
</function>
<function>
<type>executable_pool</type>
<name>aggregate_funnel_array_trends_v7</name>
<return_type>Array(Tuple(UInt64, Int8, Array(String), UUID))</return_type>
<return_name>result</return_name>
<argument>
<type>UInt8</type>
<name>from_step</name>
</argument>
<argument>
<type>UInt8</type>
<name>to_step</name>
</argument>
<argument>
<type>UInt8</type>
<name>num_steps</name>
</argument>
<argument>
<type>UInt64</type>
<name>conversion_window_limit</name>
</argument>
<argument>
<type>String</type>
<name>breakdown_attribution_type</name>
</argument>
<argument>
<type>String</type>
<name>funnel_order_type</name>
</argument>
<argument>
<type>Array(Array(String))</type>
<name>prop_vals</name>
</argument>
<argument>
<type>Array(Tuple(Nullable(Float64), UInt64, UUID, Array(String), Array(Int8)))</type>
<name>value</name>
</argument>
<format>JSONEachRow</format>
<command>v7/aggregate_funnel trends</command>
<lifetime>600</lifetime>
</function>
<function>
<type>executable_pool</type>
<name>aggregate_funnel_cohort_trends_v7</name>
<return_type>Array(Tuple(UInt64, Int8, UInt64, UUID))</return_type>
<return_name>result</return_name>
<argument>
<type>UInt8</type>
<name>from_step</name>
</argument>
<argument>
<type>UInt8</type>
<name>to_step</name>
</argument>
<argument>
<type>UInt8</type>
<name>num_steps</name>
</argument>
<argument>
<type>UInt64</type>
<name>conversion_window_limit</name>
</argument>
<argument>
<type>String</type>
<name>breakdown_attribution_type</name>
</argument>
<argument>
<type>String</type>
<name>funnel_order_type</name>
</argument>
<argument>
<type>Array(UInt64)</type>
<name>prop_vals</name>
</argument>
<argument>
<type>Array(Tuple(Nullable(Float64), UInt64, UUID, UInt64, Array(Int8)))</type>
<name>value</name>
</argument>
<format>JSONEachRow</format>
<command>v7/aggregate_funnel trends</command>
<lifetime>600</lifetime>
</function>
<function>
<type>executable_pool</type>
<name>aggregate_funnel_array_trends_test_v7</name>
<return_type>String</return_type>
<return_name>result</return_name>
<argument>
<type>UInt8</type>
<name>from_step</name>
</argument>
<argument>
<type>UInt8</type>
<name>to_step</name>
</argument>
<argument>
<type>UInt8</type>
<name>num_steps</name>
</argument>
<argument>
<type>UInt64</type>
<name>conversion_window_limit</name>
</argument>
<argument>
<type>String</type>
<name>breakdown_attribution_type</name>
</argument>
<argument>
<type>String</type>
<name>funnel_order_type</name>
</argument>
<argument>
<type>Array(Array(String))</type>
<name>prop_vals</name>
</argument>
<argument>
<type>Array(Tuple(Nullable(Float64), UInt64, UUID, Array(String), Array(Int8)))</type>
<name>value</name>
</argument>
<format>JSONEachRow</format>
<command>v7/aggregate_funnel_array_trends_test.py</command>
<lifetime>600</lifetime>
</function>
<function>
<type>executable_pool</type>
<name>aggregate_funnel_v8</name>
<return_type>Array(Tuple(Int8, Nullable(String), Array(Float64), Array(Array(UUID)), UInt32))</return_type>
<return_name>result</return_name>
<argument>
<type>UInt8</type>
<name>num_steps</name>
</argument>
<argument>
<type>UInt64</type>
<name>conversion_window_limit</name>
</argument>
<argument>
<type>String</type>
<name>breakdown_attribution_type</name>
</argument>
<argument>
<type>String</type>
<name>funnel_order_type</name>
</argument>
<argument>
<type>Array(Nullable(String))</type>
<name>prop_vals</name>
</argument>
<argument>
<type>Array(Int8)</type>
<name>optional_steps</name>
</argument>
<argument>
<type>Array(Tuple(Nullable(Float64), UUID, Nullable(String), Array(Int8)))</type>
<name>value</name>
</argument>
<format>JSONEachRow</format>
<command>v8/aggregate_funnel steps</command>
<lifetime>600</lifetime>
</function>
<function>
<type>executable_pool</type>
<name>aggregate_funnel_cohort_v8</name>
<return_type>Array(Tuple(Int8, UInt64, Array(Float64), Array(Array(UUID)), UInt32))</return_type>
<return_name>result</return_name>
<argument>
<type>UInt8</type>
<name>num_steps</name>
</argument>
<argument>
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<name>conversion_window_limit</name>
</argument>
<argument>
<type>String</type>
<name>breakdown_attribution_type</name>
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<argument>
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<name>funnel_order_type</name>
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<argument>
<type>Array(UInt64)</type>
<name>prop_vals</name>
</argument>
<argument>
<type>Array(Int8)</type>
<name>optional_steps</name>
</argument>
<argument>
<type>Array(Tuple(Nullable(Float64), UUID, UInt64, Array(Int8)))</type>
<name>value</name>
</argument>
<format>JSONEachRow</format>
<command>v8/aggregate_funnel steps</command>
<lifetime>600</lifetime>
</function>
<function>
<type>executable_pool</type>
<name>aggregate_funnel_array_v8</name>
<return_type>Array(Tuple(Int8, Array(String), Array(Float64), Array(Array(UUID)), UInt32))</return_type>
<return_name>result</return_name>
<argument>
<type>UInt8</type>
<name>num_steps</name>
</argument>
<argument>
<type>UInt64</type>
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</argument>
<argument>
<type>String</type>
<name>breakdown_attribution_type</name>
</argument>
<argument>
<type>String</type>
<name>funnel_order_type</name>
</argument>
<argument>
<type>Array(Array(String))</type>
<name>prop_vals</name>
</argument>
<argument>
<type>Array(Int8)</type>
<name>optional_steps</name>
</argument>
<argument>
<type>Array(Tuple(Nullable(Float64), UUID, Array(String), Array(Int8)))</type>
<name>value</name>
</argument>
<format>JSONEachRow</format>
<command>v8/aggregate_funnel steps</command>
<lifetime>600</lifetime>
</function>
<function>
<type>executable_pool</type>
<name>aggregate_funnel_test_v8</name>
<return_type>String</return_type>
<return_name>result</return_name>
<argument>
<type>UInt8</type>
<name>num_steps</name>
</argument>
<argument>
<type>UInt64</type>
<name>conversion_window_limit</name>
</argument>
<argument>
<type>String</type>
<name>breakdown_attribution_type</name>
</argument>
<argument>
<type>String</type>
<name>funnel_order_type</name>
</argument>
<argument>
<type>Array(Array(String))</type>
<name>prop_vals</name>
</argument>
<argument>
<type>Array(Int8)</type>
<name>optional_steps</name>
</argument>
<argument>
<type>Array(Tuple(Nullable(Float64), UUID, Nullable(String), Array(Int8)))</type>
<name>value</name>
</argument>
<format>JSONEachRow</format>
<command>v8/aggregate_funnel_test.py</command>
<lifetime>600</lifetime>
</function>
<function>
<type>executable_pool</type>
<name>aggregate_funnel_trends_v8</name>
<return_type>Array(Tuple(UInt64, Int8, Nullable(String), UUID))</return_type>
<return_name>result</return_name>
<argument>
<type>UInt8</type>
<name>from_step</name>
</argument>
<argument>
<type>UInt8</type>
<name>to_step</name>
</argument>
<argument>
<type>UInt8</type>
<name>num_steps</name>
</argument>
<argument>
<type>UInt64</type>
<name>conversion_window_limit</name>
</argument>
<argument>
<type>String</type>
<name>breakdown_attribution_type</name>
</argument>
<argument>
<type>String</type>
<name>funnel_order_type</name>
</argument>
<argument>
<type>Array(Nullable(String))</type>
<name>prop_vals</name>
</argument>
<argument>
<type>Array(Tuple(Nullable(Float64), UInt64, UUID, Nullable(String), Array(Int8)))</type>
<name>value</name>
</argument>
<format>JSONEachRow</format>
<command>v8/aggregate_funnel trends</command>
<lifetime>600</lifetime>
</function>
<function>
<type>executable_pool</type>
<name>aggregate_funnel_array_trends_v8</name>
<return_type>Array(Tuple(UInt64, Int8, Array(String), UUID))</return_type>
<return_name>result</return_name>
<argument>
<type>UInt8</type>
<name>from_step</name>
</argument>
<argument>
<type>UInt8</type>
<name>to_step</name>
</argument>
<argument>
<type>UInt8</type>
<name>num_steps</name>
</argument>
<argument>
<type>UInt64</type>
<name>conversion_window_limit</name>
</argument>
<argument>
<type>String</type>
<name>breakdown_attribution_type</name>
</argument>
<argument>
<type>String</type>
<name>funnel_order_type</name>
</argument>
<argument>
<type>Array(Array(String))</type>
<name>prop_vals</name>
</argument>
<argument>
<type>Array(Tuple(Nullable(Float64), UInt64, UUID, Array(String), Array(Int8)))</type>
<name>value</name>
</argument>
<format>JSONEachRow</format>
<command>v8/aggregate_funnel trends</command>
<lifetime>600</lifetime>
</function>
<function>
<type>executable_pool</type>
<name>aggregate_funnel_cohort_trends_v8</name>
<return_type>Array(Tuple(UInt64, Int8, UInt64, UUID))</return_type>
<return_name>result</return_name>
<argument>
<type>UInt8</type>
<name>from_step</name>
</argument>
<argument>
<type>UInt8</type>
<name>to_step</name>
</argument>
<argument>
<type>UInt8</type>
<name>num_steps</name>
</argument>
<argument>
<type>UInt64</type>
<name>conversion_window_limit</name>
</argument>
<argument>
<type>String</type>
<name>breakdown_attribution_type</name>
</argument>
<argument>
<type>String</type>
<name>funnel_order_type</name>
</argument>
<argument>
<type>Array(UInt64)</type>
<name>prop_vals</name>
</argument>
<argument>
<type>Array(Tuple(Nullable(Float64), UInt64, UUID, UInt64, Array(Int8)))</type>
<name>value</name>
</argument>
<format>JSONEachRow</format>
<command>v8/aggregate_funnel trends</command>
<lifetime>600</lifetime>
</function>
<function>
<type>executable_pool</type>
<name>aggregate_funnel_array_trends_test_v8</name>
<return_type>String</return_type>
<return_name>result</return_name>
<argument>
<type>UInt8</type>
<name>from_step</name>
</argument>
<argument>
<type>UInt8</type>
<name>to_step</name>
</argument>
<argument>
<type>UInt8</type>
<name>num_steps</name>
</argument>
<argument>
<type>UInt64</type>
<name>conversion_window_limit</name>
</argument>
<argument>
<type>String</type>
<name>breakdown_attribution_type</name>
</argument>
<argument>
<type>String</type>
<name>funnel_order_type</name>
</argument>
<argument>
<type>Array(Array(String))</type>
<name>prop_vals</name>
</argument>
<argument>
<type>Array(Tuple(Nullable(Float64), UInt64, UUID, Array(String), Array(Int8)))</type>
<name>value</name>
</argument>
<format>JSONEachRow</format>
<command>v8/aggregate_funnel_array_trends_test.py</command>
<lifetime>600</lifetime>
</function>
<function>
<type>executable_pool</type>
<name>aggregate_funnel_v9</name>
<return_type>Array(Tuple(Int8, Nullable(String), Array(Float64), Array(Array(UUID)), UInt32))</return_type>
<return_name>result</return_name>
<argument>
<type>UInt8</type>
<name>num_steps</name>
</argument>
<argument>
<type>UInt64</type>
<name>conversion_window_limit</name>
</argument>
<argument>
<type>String</type>
<name>breakdown_attribution_type</name>
</argument>
<argument>
<type>String</type>
<name>funnel_order_type</name>
</argument>
<argument>
<type>Array(Nullable(String))</type>
<name>prop_vals</name>
</argument>
<argument>
<type>Array(Int8)</type>
<name>optional_steps</name>
</argument>
<argument>
<type>Array(Tuple(Nullable(Float64), UUID, Nullable(String), Array(Int8)))</type>
<name>value</name>
</argument>
<format>JSONEachRow</format>
<command>v9/aggregate_funnel steps</command>
<lifetime>600</lifetime>
</function>
<function>
<type>executable_pool</type>
<name>aggregate_funnel_cohort_v9</name>
<return_type>Array(Tuple(Int8, UInt64, Array(Float64), Array(Array(UUID)), UInt32))</return_type>
<return_name>result</return_name>
<argument>
<type>UInt8</type>
<name>num_steps</name>
</argument>
<argument>
<type>UInt64</type>
<name>conversion_window_limit</name>
</argument>
<argument>
<type>String</type>
<name>breakdown_attribution_type</name>
</argument>
<argument>
<type>String</type>
<name>funnel_order_type</name>
</argument>
<argument>
<type>Array(UInt64)</type>
<name>prop_vals</name>
</argument>
<argument>
<type>Array(Int8)</type>
<name>optional_steps</name>
</argument>
<argument>
<type>Array(Tuple(Nullable(Float64), UUID, UInt64, Array(Int8)))</type>
<name>value</name>
</argument>
<format>JSONEachRow</format>
<command>v9/aggregate_funnel steps</command>
<lifetime>600</lifetime>
</function>
<function>
<type>executable_pool</type>
<name>aggregate_funnel_array_v9</name>
<return_type>Array(Tuple(Int8, Array(String), Array(Float64), Array(Array(UUID)), UInt32))</return_type>
<return_name>result</return_name>
<argument>
<type>UInt8</type>
<name>num_steps</name>
</argument>
<argument>
<type>UInt64</type>
<name>conversion_window_limit</name>
</argument>
<argument>
<type>String</type>
<name>breakdown_attribution_type</name>
</argument>
<argument>
<type>String</type>
<name>funnel_order_type</name>
</argument>
<argument>
<type>Array(Array(String))</type>
<name>prop_vals</name>
</argument>
<argument>
<type>Array(Int8)</type>
<name>optional_steps</name>
</argument>
<argument>
<type>Array(Tuple(Nullable(Float64), UUID, Array(String), Array(Int8)))</type>
<name>value</name>
</argument>
<format>JSONEachRow</format>
<command>v9/aggregate_funnel steps</command>
<lifetime>600</lifetime>
</function>
<function>
<type>executable_pool</type>
<name>aggregate_funnel_test_v9</name>
<return_type>String</return_type>
<return_name>result</return_name>
<argument>
<type>UInt8</type>
<name>num_steps</name>
</argument>
<argument>
<type>UInt64</type>
<name>conversion_window_limit</name>
</argument>
<argument>
<type>String</type>
<name>breakdown_attribution_type</name>
</argument>
<argument>
<type>String</type>
<name>funnel_order_type</name>
</argument>
<argument>
<type>Array(Array(String))</type>
<name>prop_vals</name>
</argument>
<argument>
<type>Array(Int8)</type>
<name>optional_steps</name>
</argument>
<argument>
<type>Array(Tuple(Nullable(Float64), UUID, Nullable(String), Array(Int8)))</type>
<name>value</name>
</argument>
<format>JSONEachRow</format>
<command>v9/aggregate_funnel_test.py</command>
<lifetime>600</lifetime>
</function>
<function>
<type>executable_pool</type>
<name>aggregate_funnel_trends_v9</name>
<return_type>Array(Tuple(UInt64, Int8, Nullable(String), UUID))</return_type>
<return_name>result</return_name>
<argument>
<type>UInt8</type>
<name>from_step</name>
</argument>
<argument>
<type>UInt8</type>
<name>to_step</name>
</argument>
<argument>
<type>UInt8</type>
<name>num_steps</name>
</argument>
<argument>
<type>UInt64</type>
<name>conversion_window_limit</name>
</argument>
<argument>
<type>String</type>
<name>breakdown_attribution_type</name>
</argument>
<argument>
<type>String</type>
<name>funnel_order_type</name>
</argument>
<argument>
<type>Array(Nullable(String))</type>
<name>prop_vals</name>
</argument>
<argument>
<type>Array(Tuple(Nullable(Float64), UInt64, UUID, Nullable(String), Array(Int8)))</type>
<name>value</name>
</argument>
<format>JSONEachRow</format>
<command>v9/aggregate_funnel trends</command>
<lifetime>600</lifetime>
</function>
<function>
<type>executable_pool</type>
<name>aggregate_funnel_array_trends_v9</name>
<return_type>Array(Tuple(UInt64, Int8, Array(String), UUID))</return_type>
<return_name>result</return_name>
<argument>
<type>UInt8</type>
<name>from_step</name>
</argument>
<argument>
<type>UInt8</type>
<name>to_step</name>
</argument>
<argument>
<type>UInt8</type>
<name>num_steps</name>
</argument>
<argument>
<type>UInt64</type>
<name>conversion_window_limit</name>
</argument>
<argument>
<type>String</type>
<name>breakdown_attribution_type</name>
</argument>
<argument>
<type>String</type>
<name>funnel_order_type</name>
</argument>
<argument>
<type>Array(Array(String))</type>
<name>prop_vals</name>
</argument>
<argument>
<type>Array(Tuple(Nullable(Float64), UInt64, UUID, Array(String), Array(Int8)))</type>
<name>value</name>
</argument>
<format>JSONEachRow</format>
<command>v9/aggregate_funnel trends</command>
<lifetime>600</lifetime>
</function>
<function>
<type>executable_pool</type>
<name>aggregate_funnel_cohort_trends_v9</name>
<return_type>Array(Tuple(UInt64, Int8, UInt64, UUID))</return_type>
<return_name>result</return_name>
<argument>
<type>UInt8</type>
<name>from_step</name>
</argument>
<argument>
<type>UInt8</type>
<name>to_step</name>
</argument>
<argument>
<type>UInt8</type>
<name>num_steps</name>
</argument>
<argument>
<type>UInt64</type>
<name>conversion_window_limit</name>
</argument>
<argument>
<type>String</type>
<name>breakdown_attribution_type</name>
</argument>
<argument>
<type>String</type>
<name>funnel_order_type</name>
</argument>
<argument>
<type>Array(UInt64)</type>
<name>prop_vals</name>
</argument>
<argument>
<type>Array(Tuple(Nullable(Float64), UInt64, UUID, UInt64, Array(Int8)))</type>
<name>value</name>
</argument>
<format>JSONEachRow</format>
<command>v9/aggregate_funnel trends</command>
<lifetime>600</lifetime>
</function>
<function>
<type>executable_pool</type>
<name>aggregate_funnel_array_trends_test_v9</name>
<return_type>String</return_type>
<return_name>result</return_name>
<argument>
<type>UInt8</type>
<name>from_step</name>
</argument>
<argument>
<type>UInt8</type>
<name>to_step</name>
</argument>
<argument>
<type>UInt8</type>
<name>num_steps</name>
</argument>
<argument>
<type>UInt64</type>
<name>conversion_window_limit</name>
</argument>
<argument>
<type>String</type>
<name>breakdown_attribution_type</name>
</argument>
<argument>
<type>String</type>
<name>funnel_order_type</name>
</argument>
<argument>
<type>Array(Array(String))</type>
<name>prop_vals</name>
</argument>
<argument>
<type>Array(Tuple(Nullable(Float64), UInt64, UUID, Array(String), Array(Int8)))</type>
<name>value</name>
</argument>
<format>JSONEachRow</format>
<command>v9/aggregate_funnel_array_trends_test.py</command>
<lifetime>600</lifetime>
</function>
</functions>