From 424880c90b33d4cc3e68a46e9d5631045d046e7a Mon Sep 17 00:00:00 2001
From: FunctionsAPI <api@example.com>
Date: Tue, 22 Apr 2025 23:09:29 +0000
Subject: [PATCH] Automatic push from FunctionsAPI

---
 Cargo.lock  | 436 ++++++++++++++++++++++++++++++++++++++++------------
 Cargo.toml  |   6 +-
 src/main.rs |   2 +-
 3 files changed, 344 insertions(+), 100 deletions(-)

diff --git a/Cargo.lock b/Cargo.lock
index 6bed0ad..bac9744 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -54,9 +54,9 @@ dependencies = [
 
 [[package]]
 name = "anyhow"
-version = "1.0.97"
+version = "1.0.98"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "dcfed56ad506cb2c684a14971b8861fdc3baaaae314b9e5f9bb532cbe3ba7a4f"
+checksum = "e16d2d3311acee920a9eb8d33b8cbc1787ce4a264e85f964c2404b969bdcd487"
 
 [[package]]
 name = "approx"
@@ -223,9 +223,9 @@ dependencies = [
 
 [[package]]
 name = "cc"
-version = "1.2.17"
+version = "1.2.19"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1fcb57c740ae1daf453ae85f16e37396f672b039e00d9d866e07ddb24e328e3a"
+checksum = "8e3a13707ac958681c13b39b458c073d0d9bc8a22cb1b2f4c8e55eb72c13f362"
 dependencies = [
  "jobserver",
  "libc",
@@ -240,9 +240,9 @@ checksum = "baf1de4339761588bc0619e3cbc0120ee582ebb74b53b4efbf79117bd2da40fd"
 
 [[package]]
 name = "chrono"
-version = "0.4.40"
+version = "0.4.39"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1a7964611d71df112cb1730f2ee67324fcf4d0fc6606acbbe9bfe06df124637c"
+checksum = "7e36cc9d416881d2e24f9a963be5fb1cd90966419ac844274161d10488b3e825"
 dependencies = [
  "android-tzdata",
  "iana-time-zone",
@@ -250,7 +250,7 @@ dependencies = [
  "num-traits",
  "serde",
  "wasm-bindgen",
- "windows-link",
+ "windows-targets 0.52.6",
 ]
 
 [[package]]
@@ -266,7 +266,7 @@ dependencies = [
 [[package]]
 name = "common"
 version = "0.1.0"
-source = "git+ssh://git@github.com/fathom-io/platform-backend.git#de8284e47e2c440dddb03bf2a0f83e7f78392d09"
+source = "git+ssh://git@github.com/fathom-io/platform-backend.git#af57f516be76d4bdbbfcc2e89d2e4dd8213dfcff"
 dependencies = [
  "anyhow",
  "chrono",
@@ -399,6 +399,41 @@ dependencies = [
  "memchr",
 ]
 
+[[package]]
+name = "darling"
+version = "0.20.11"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "fc7f46116c46ff9ab3eb1597a45688b6715c6e628b5c133e288e709a29bcb4ee"
+dependencies = [
+ "darling_core",
+ "darling_macro",
+]
+
+[[package]]
+name = "darling_core"
+version = "0.20.11"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0d00b9596d185e565c2207a0b01f8bd1a135483d02d9b7b0a54b11da8d53412e"
+dependencies = [
+ "fnv",
+ "ident_case",
+ "proc-macro2",
+ "quote",
+ "strsim",
+ "syn 2.0.100",
+]
+
+[[package]]
+name = "darling_macro"
+version = "0.20.11"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "fc34b93ccb385b40dc71c6fceac4b2ad23662c7eeb248cf10d529b7e055b6ead"
+dependencies = [
+ "darling_core",
+ "quote",
+ "syn 2.0.100",
+]
+
 [[package]]
 name = "deflate64"
 version = "0.1.9"
@@ -407,11 +442,12 @@ checksum = "da692b8d1080ea3045efaab14434d40468c3d8657e42abddfffca87b428f4c1b"
 
 [[package]]
 name = "deranged"
-version = "0.4.1"
+version = "0.4.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "28cfac68e08048ae1883171632c2aef3ebc555621ae56fbccce1cbf22dd7f058"
+checksum = "9c9e6a11ca8224451684bc0d7d5a7adbf8f2fd6887261a1cfc3c0432f9d4068e"
 dependencies = [
  "powerfmt",
+ "serde",
 ]
 
 [[package]]
@@ -476,9 +512,9 @@ checksum = "877a4ace8713b0bcf2a4e7eec82529c029f1d0619886d18145fea96c3ffe5c0f"
 
 [[package]]
 name = "errno"
-version = "0.3.10"
+version = "0.3.11"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "33d852cb9b869c2a9b3df2f71a3074817f01e1844f839a144f5fcef059a4eb5d"
+checksum = "976dd42dc7e85965fe702eb8164f21f450704bdde31faefd6471dba214cb594e"
 dependencies = [
  "libc",
  "windows-sys 0.59.0",
@@ -493,7 +529,7 @@ checksum = "37909eebbb50d72f9059c3b6d82c0463f2ff062c9e95845c43a6c9c0355411be"
 [[package]]
 name = "fathom-function"
 version = "0.1.0"
-source = "git+ssh://git@github.com/fathom-io/pipeline-calculations.git?branch=johnabell%2Fpipeline-route#14efac39d8d55e2688b4682df0300bb26b49ad3c"
+source = "git+ssh://git@github.com/fathom-io/pipeline-calculations.git?branch=johnabell%2Fili-comparison#c70ef7c0011c9fce8c1e3d329e83594b62677d2a"
 dependencies = [
  "axum",
  "fathom-function-macros",
@@ -510,7 +546,7 @@ dependencies = [
 [[package]]
 name = "fathom-function-macros"
 version = "0.1.0"
-source = "git+ssh://git@github.com/fathom-io/pipeline-calculations.git?branch=johnabell%2Fpipeline-route#14efac39d8d55e2688b4682df0300bb26b49ad3c"
+source = "git+ssh://git@github.com/fathom-io/pipeline-calculations.git?branch=johnabell%2Fili-comparison#c70ef7c0011c9fce8c1e3d329e83594b62677d2a"
 dependencies = [
  "proc-macro2",
  "quote",
@@ -519,9 +555,9 @@ dependencies = [
 
 [[package]]
 name = "flate2"
-version = "1.1.0"
+version = "1.1.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "11faaf5a5236997af9848be0bef4db95824b1d534ebc64d0f0c6cf3e67bd38dc"
+checksum = "7ced92e76e966ca2fd84c8f7aa01a4aea65b0eb6648d72f7c8f3e2764a67fece"
 dependencies = [
  "crc32fast",
  "miniz_oxide",
@@ -697,9 +733,9 @@ checksum = "36d244a08113319b5ebcabad2b8b7925732d15eec46d7e7ac3c11734f3b7a6ad"
 
 [[package]]
 name = "getrandom"
-version = "0.2.15"
+version = "0.2.16"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c4567c8db10ae91089c99af84c68c38da3ec2f087c3f82960bcdbf3656b6f4d7"
+checksum = "335ff9f135e4384c8150d6f27c6daed433577f86b4750418338c01a1a2528592"
 dependencies = [
  "cfg-if",
  "libc",
@@ -747,9 +783,9 @@ dependencies = [
 
 [[package]]
 name = "h2"
-version = "0.4.8"
+version = "0.4.9"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5017294ff4bb30944501348f6f8e42e6ad28f42c8bbef7a74029aff064a4e3c2"
+checksum = "75249d144030531f8dee69fe9cea04d3edf809a017ae445e2abdff6629e86633"
 dependencies = [
  "atomic-waker",
  "bytes",
@@ -757,13 +793,19 @@ dependencies = [
  "futures-core",
  "futures-sink",
  "http",
- "indexmap",
+ "indexmap 2.9.0",
  "slab",
  "tokio",
  "tokio-util",
  "tracing",
 ]
 
+[[package]]
+name = "hashbrown"
+version = "0.12.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8a9ee70c43aaf417c914396645a0fa852624801b24ebb7ae78fe8272889ac888"
+
 [[package]]
 name = "hashbrown"
 version = "0.15.2"
@@ -776,6 +818,12 @@ version = "0.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "2304e00983f87ffb38b55b444b5e3b60a884b5d30c0fca7d82fe33449bbe55ea"
 
+[[package]]
+name = "hex"
+version = "0.4.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7f24254aa9a54b5c858eaee2f5bccdb46aaf0e486a595ed5fd8f86ba55232a70"
+
 [[package]]
 name = "hmac"
 version = "0.12.1"
@@ -887,9 +935,9 @@ dependencies = [
 
 [[package]]
 name = "hyper-util"
-version = "0.1.10"
+version = "0.1.11"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "df2dcfbe0677734ab2f3ffa7fa7bfd4706bfdc1ef393f2ee30184aed67e631b4"
+checksum = "497bbc33a26fdd4af9ed9c70d63f61cf56a938375fbb32df34db9b1cd6d643f2"
 dependencies = [
  "bytes",
  "futures-channel",
@@ -897,6 +945,7 @@ dependencies = [
  "http",
  "http-body",
  "hyper",
+ "libc",
  "pin-project-lite",
  "socket2",
  "tokio",
@@ -906,9 +955,9 @@ dependencies = [
 
 [[package]]
 name = "iana-time-zone"
-version = "0.1.62"
+version = "0.1.63"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b2fd658b06e56721792c5df4475705b6cda790e9298d19d2f8af083457bcd127"
+checksum = "b0c919e5debc312ad217002b8048a17b7d83f80703865bbfcfebb0458b0b27d8"
 dependencies = [
  "android_system_properties",
  "core-foundation-sys",
@@ -1046,6 +1095,12 @@ dependencies = [
  "syn 2.0.100",
 ]
 
+[[package]]
+name = "ident_case"
+version = "1.0.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b9e0384b61958566e926dc50660321d12159025e767c18e043daf26b70104c39"
+
 [[package]]
 name = "idna"
 version = "1.0.3"
@@ -1069,12 +1124,38 @@ dependencies = [
 
 [[package]]
 name = "indexmap"
-version = "2.8.0"
+version = "1.9.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3954d50fe15b02142bf25d3b8bdadb634ec3948f103d04ffe3031bc8fe9d7058"
+checksum = "bd070e393353796e801d209ad339e89596eb4c8d430d18ede6a1cced8fafbd99"
+dependencies = [
+ "autocfg",
+ "hashbrown 0.12.3",
+ "serde",
+]
+
+[[package]]
+name = "indexmap"
+version = "2.9.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "cea70ddb795996207ad57735b50c5982d8844f38ba9ee5f1aedcfb708a2aa11e"
 dependencies = [
  "equivalent",
- "hashbrown",
+ "hashbrown 0.15.2",
+ "serde",
+]
+
+[[package]]
+name = "infrastructure"
+version = "0.1.0"
+source = "git+ssh://git@github.com/fathom-io/pipeline-calculations.git?branch=johnabell%2Fili-comparison#c70ef7c0011c9fce8c1e3d329e83594b62677d2a"
+dependencies = [
+ "futures",
+ "itertools",
+ "pipeline-configuration",
+ "redact",
+ "reqwest",
+ "serde",
+ "serde_json",
 ]
 
 [[package]]
@@ -1109,10 +1190,11 @@ checksum = "4a5f13b858c8d314ee3e8f639011f7ccefe71f97f96e50151fb991f267928e2c"
 
 [[package]]
 name = "jobserver"
-version = "0.1.32"
+version = "0.1.33"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "48d1dbcbbeb6a7fec7e059840aa538bd62aaccf972c7346c4d9d2059312853d0"
+checksum = "38f262f097c174adebe41eb73d66ae9c06b2844fb0da69969647bbddd9b0538a"
 dependencies = [
+ "getrandom 0.3.2",
  "libc",
 ]
 
@@ -1128,23 +1210,25 @@ dependencies = [
 
 [[package]]
 name = "jsonql"
-version = "0.3.0"
-source = "git+ssh://git@github.com/fathom-io/platform-backend.git#de8284e47e2c440dddb03bf2a0f83e7f78392d09"
+version = "0.4.0"
+source = "git+ssh://git@github.com/fathom-io/platform-backend.git#af57f516be76d4bdbbfcc2e89d2e4dd8213dfcff"
 dependencies = [
  "anyhow",
  "chrono",
  "convert_case",
  "jsonql_macros",
+ "pg_escape",
  "serde",
  "serde_json",
  "strum",
+ "tokio",
  "uuid",
 ]
 
 [[package]]
 name = "jsonql_macros"
 version = "0.1.0"
-source = "git+ssh://git@github.com/fathom-io/platform-backend.git#de8284e47e2c440dddb03bf2a0f83e7f78392d09"
+source = "git+ssh://git@github.com/fathom-io/platform-backend.git#af57f516be76d4bdbbfcc2e89d2e4dd8213dfcff"
 dependencies = [
  "proc-macro2",
  "quote",
@@ -1172,21 +1256,21 @@ checksum = "bbd2bcb4c963f2ddae06a2efc7e9f3591312473c50c6685e1f298068316e66fe"
 
 [[package]]
 name = "libc"
-version = "0.2.171"
+version = "0.2.172"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c19937216e9d3aa9956d9bb8dfc0b0c8beb6058fc4f7a4dc4d850edf86a237d6"
+checksum = "d750af042f7ef4f724306de029d18836c26c1765a54a6a3f094cbd23a7267ffa"
 
 [[package]]
 name = "libm"
-version = "0.2.11"
+version = "0.2.13"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8355be11b20d696c8f18f6cc018c4e372165b1fa8126cef092399c9951984ffa"
+checksum = "c9627da5196e5d8ed0b0495e61e518847578da83483c37288316d9b2e03a7f72"
 
 [[package]]
 name = "linux-raw-sys"
-version = "0.9.3"
+version = "0.9.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "fe7db12097d22ec582439daf8618b8fdd1a7bef6270e9af3b1ebcd30893cf413"
+checksum = "cd945864f07fe9f5371a27ad7b52a172b4b499999f1d97574c9fa68373937e12"
 
 [[package]]
 name = "litemap"
@@ -1194,12 +1278,6 @@ version = "0.7.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "23fb14cb19457329c82206317a5663005a4d404783dc74f4252769b0d5f42856"
 
-[[package]]
-name = "lockfree-object-pool"
-version = "0.1.6"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9374ef4228402d4b7e403e5838cb880d9ee663314b0a900d5a6aabf0c213552e"
-
 [[package]]
 name = "log"
 version = "0.4.27"
@@ -1230,7 +1308,7 @@ dependencies = [
 [[package]]
 name = "macros"
 version = "0.1.0"
-source = "git+ssh://git@github.com/fathom-io/platform-backend.git#de8284e47e2c440dddb03bf2a0f83e7f78392d09"
+source = "git+ssh://git@github.com/fathom-io/platform-backend.git#af57f516be76d4bdbbfcc2e89d2e4dd8213dfcff"
 dependencies = [
  "proc-macro2",
  "quote",
@@ -1270,9 +1348,9 @@ checksum = "6877bb514081ee2a7ff5ef9de3281f14a4dd4bceac4c09388074a6b5df8a139a"
 
 [[package]]
 name = "miniz_oxide"
-version = "0.8.5"
+version = "0.8.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8e3e04debbb59698c15bacbb6d93584a8c0ca9cc3213cb423d31f760d8843ce5"
+checksum = "3be647b768db090acb35d5ec5db2b0e1f1de11133ca123b9eacf5137868f892a"
 dependencies = [
  "adler2",
 ]
@@ -1414,9 +1492,9 @@ checksum = "42f5e15c9953c5e4ccceeb2e7382a716482c34515315f7b03532b8b4e8393d2d"
 
 [[package]]
 name = "openssl"
-version = "0.10.71"
+version = "0.10.72"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5e14130c6a98cd258fdcb0fb6d744152343ff729cbfcb28c656a9d12b999fbcd"
+checksum = "fedfea7d58a1f73118430a55da6a286e7b044961736ce96a16a17068ea25e5da"
 dependencies = [
  "bitflags",
  "cfg-if",
@@ -1446,18 +1524,18 @@ checksum = "d05e27ee213611ffe7d6348b942e8f942b37114c00cc03cec254295a4a17852e"
 
 [[package]]
 name = "openssl-src"
-version = "300.4.2+3.4.1"
+version = "300.5.0+3.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "168ce4e058f975fe43e89d9ccf78ca668601887ae736090aacc23ae353c298e2"
+checksum = "e8ce546f549326b0e6052b649198487d91320875da901e7bd11a06d1ee3f9c2f"
 dependencies = [
  "cc",
 ]
 
 [[package]]
 name = "openssl-sys"
-version = "0.9.106"
+version = "0.9.107"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8bb61ea9811cc39e3c2069f40b8b8e2e70d8569b361f879786cc7ed48b777cdd"
+checksum = "8288979acd84749c744a9014b4382d42b8f7b2592847b5afb2ed29e5d16ede07"
 dependencies = [
  "cc",
  "libc",
@@ -1494,6 +1572,57 @@ version = "2.3.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "e3148f5046208a5d56bcfc03053e3ca6334e51da8dfb19b6cdc8b306fae3283e"
 
+[[package]]
+name = "pg_escape"
+version = "0.1.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "44c7bc82ccbe2c7ef7ceed38dcac90d7ff46681e061e9d7310cbcd409113e303"
+dependencies = [
+ "phf",
+]
+
+[[package]]
+name = "phf"
+version = "0.11.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1fd6780a80ae0c52cc120a26a1a42c1ae51b247a253e4e06113d23d2c2edd078"
+dependencies = [
+ "phf_macros",
+ "phf_shared",
+]
+
+[[package]]
+name = "phf_generator"
+version = "0.11.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3c80231409c20246a13fddb31776fb942c38553c51e871f8cbd687a4cfb5843d"
+dependencies = [
+ "phf_shared",
+ "rand",
+]
+
+[[package]]
+name = "phf_macros"
+version = "0.11.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f84ac04429c13a7ff43785d75ad27569f2951ce0ffd30a3321230db2fc727216"
+dependencies = [
+ "phf_generator",
+ "phf_shared",
+ "proc-macro2",
+ "quote",
+ "syn 2.0.100",
+]
+
+[[package]]
+name = "phf_shared"
+version = "0.11.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "67eabc2ef2a60eb7faa00097bd1ffdb5bd28e62bf39990626a582201b7a754e5"
+dependencies = [
+ "siphasher",
+]
+
 [[package]]
 name = "pin-project-lite"
 version = "0.2.16"
@@ -1509,15 +1638,17 @@ checksum = "8b870d8c151b6f2fb93e84a13146138f05d02ed11c7e7c54f8826aaaf7c9f184"
 [[package]]
 name = "pipeline-application"
 version = "0.1.0"
-source = "git+ssh://git@github.com/fathom-io/pipeline-calculations.git?branch=johnabell%2Fpipeline-route#14efac39d8d55e2688b4682df0300bb26b49ad3c"
+source = "git+ssh://git@github.com/fathom-io/pipeline-calculations.git?branch=johnabell%2Fili-comparison#c70ef7c0011c9fce8c1e3d329e83594b62677d2a"
 dependencies = [
  "anyhow",
  "common",
  "futures",
  "geojson",
+ "infrastructure",
  "pipeline-configuration",
  "pipeline-ili",
  "platform-data-sdk",
+ "redact",
  "schemars",
  "sequence",
  "serde",
@@ -1531,7 +1662,7 @@ dependencies = [
 [[package]]
 name = "pipeline-configuration"
 version = "0.1.0"
-source = "git+ssh://git@github.com/fathom-io/pipeline-calculations.git?branch=johnabell%2Fpipeline-route#14efac39d8d55e2688b4682df0300bb26b49ad3c"
+source = "git+ssh://git@github.com/fathom-io/pipeline-calculations.git?branch=johnabell%2Fili-comparison#c70ef7c0011c9fce8c1e3d329e83594b62677d2a"
 dependencies = [
  "chrono",
  "csv",
@@ -1553,14 +1684,16 @@ dependencies = [
 [[package]]
 name = "pipeline-ili"
 version = "0.1.0"
-source = "git+ssh://git@github.com/fathom-io/pipeline-calculations.git?branch=johnabell%2Fpipeline-route#14efac39d8d55e2688b4682df0300bb26b49ad3c"
+source = "git+ssh://git@github.com/fathom-io/pipeline-calculations.git?branch=johnabell%2Fili-comparison#c70ef7c0011c9fce8c1e3d329e83594b62677d2a"
 dependencies = [
+ "approx",
  "chrono",
  "csv",
  "pipeline-configuration",
  "schemars",
  "sequence",
  "serde",
+ "serde_with",
  "thiserror 2.0.12",
  "uom",
 ]
@@ -1573,8 +1706,8 @@ checksum = "7edddbd0b52d732b21ad9a5fab5c704c14cd949e5e9a1ec5929a24fded1b904c"
 
 [[package]]
 name = "platform-data-sdk"
-version = "0.17.1"
-source = "git+ssh://git@github.com/fathom-io/platform-backend.git#de8284e47e2c440dddb03bf2a0f83e7f78392d09"
+version = "0.18.2"
+source = "git+ssh://git@github.com/fathom-io/platform-backend.git#af57f516be76d4bdbbfcc2e89d2e4dd8213dfcff"
 dependencies = [
  "anyhow",
  "bytes",
@@ -1612,18 +1745,18 @@ checksum = "439ee305def115ba05938db6eb1644ff94165c5ab5e9420d1c1bcedbba909391"
 
 [[package]]
 name = "proc-macro2"
-version = "1.0.94"
+version = "1.0.95"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a31971752e70b8b2686d7e46ec17fb38dad4051d94024c88df49b667caea9c84"
+checksum = "02b3e5e68a3a1a02aad3ec490a98007cbc13c37cbe84a3cd7b8e406d76e7f778"
 dependencies = [
  "unicode-ident",
 ]
 
 [[package]]
 name = "quick-xml"
-version = "0.37.3"
+version = "0.37.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bf763ab1c7a3aa408be466efc86efe35ed1bd3dd74173ed39d6b0d0a6f0ba148"
+checksum = "a4ce8c88de324ff838700f36fb6ab86c96df0e3c4ab6ef3a9b2044465cce1369"
 dependencies = [
  "memchr",
 ]
@@ -1643,12 +1776,36 @@ version = "5.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "74765f6d916ee2faa39bc8e68e4f3ed8949b48cccdac59983d287a7cb71ce9c5"
 
+[[package]]
+name = "rand"
+version = "0.8.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "34af8d1a0e25924bc5b7c43c079c942339d8f0a8b57c39049bef581b46327404"
+dependencies = [
+ "rand_core",
+]
+
+[[package]]
+name = "rand_core"
+version = "0.6.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ec0be4795e2f6a28069bec0b5ff3e2ac9bafc99e6a9a7dc3547996c5c816922c"
+
 [[package]]
 name = "rawpointer"
 version = "0.2.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "60a357793950651c4ed0f3f52338f53b2f809f32d83a07f72909fa13e4c6c1e3"
 
+[[package]]
+name = "redact"
+version = "0.1.10"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0020ec469b096d56edb1ed0f0f141d957863302170f8d9c4bfda1a12969e5969"
+dependencies = [
+ "serde",
+]
+
 [[package]]
 name = "regex"
 version = "1.11.1"
@@ -1730,7 +1887,7 @@ checksum = "a4689e6c2294d81e88dc6261c768b63bc4fcdb852be6d1352498b114f61383b7"
 dependencies = [
  "cc",
  "cfg-if",
- "getrandom 0.2.15",
+ "getrandom 0.2.16",
  "libc",
  "untrusted",
  "windows-sys 0.52.0",
@@ -1744,9 +1901,9 @@ checksum = "719b953e2095829ee67db738b3bfa9fa368c94900df327b3f07fe6e794d2fe1f"
 
 [[package]]
 name = "rustix"
-version = "1.0.3"
+version = "1.0.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e56a18552996ac8d29ecc3b190b4fdbb2d91ca4ec396de7bbffaf43f3d637e96"
+checksum = "d97817398dd4bb2e6da002002db259209759911da105da92bec29ccb12cf58bf"
 dependencies = [
  "bitflags",
  "errno",
@@ -1757,9 +1914,9 @@ dependencies = [
 
 [[package]]
 name = "rustls"
-version = "0.23.25"
+version = "0.23.26"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "822ee9188ac4ec04a2f0531e55d035fb2de73f18b41a63c70c2712503b6fb13c"
+checksum = "df51b5869f3a441595eac5e8ff14d486ff285f7b8c0df8770e49c3b56351f0f0"
 dependencies = [
  "once_cell",
  "rustls-pki-types",
@@ -1853,7 +2010,7 @@ dependencies = [
 [[package]]
 name = "sdk_common"
 version = "0.1.0"
-source = "git+ssh://git@github.com/fathom-io/platform-backend.git#de8284e47e2c440dddb03bf2a0f83e7f78392d09"
+source = "git+ssh://git@github.com/fathom-io/platform-backend.git#af57f516be76d4bdbbfcc2e89d2e4dd8213dfcff"
 dependencies = [
  "anyhow",
  "base64",
@@ -1904,7 +2061,7 @@ dependencies = [
 [[package]]
 name = "sequence"
 version = "0.1.0"
-source = "git+ssh://git@github.com/fathom-io/pipeline-calculations.git?branch=johnabell%2Fpipeline-route#14efac39d8d55e2688b4682df0300bb26b49ad3c"
+source = "git+ssh://git@github.com/fathom-io/pipeline-calculations.git?branch=johnabell%2Fili-comparison#c70ef7c0011c9fce8c1e3d329e83594b62677d2a"
 dependencies = [
  "itertools",
  "platform-data-sdk",
@@ -1918,7 +2075,7 @@ dependencies = [
 [[package]]
 name = "sequence_derive"
 version = "0.1.0"
-source = "git+ssh://git@github.com/fathom-io/pipeline-calculations.git?branch=johnabell%2Fpipeline-route#14efac39d8d55e2688b4682df0300bb26b49ad3c"
+source = "git+ssh://git@github.com/fathom-io/pipeline-calculations.git?branch=johnabell%2Fili-comparison#c70ef7c0011c9fce8c1e3d329e83594b62677d2a"
 dependencies = [
  "proc-macro2",
  "quote",
@@ -2041,6 +2198,36 @@ dependencies = [
  "serde",
 ]
 
+[[package]]
+name = "serde_with"
+version = "3.12.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d6b6f7f2fcb69f747921f79f3926bd1e203fce4fef62c268dd3abfb6d86029aa"
+dependencies = [
+ "base64",
+ "chrono",
+ "hex",
+ "indexmap 1.9.3",
+ "indexmap 2.9.0",
+ "serde",
+ "serde_derive",
+ "serde_json",
+ "serde_with_macros",
+ "time",
+]
+
+[[package]]
+name = "serde_with_macros"
+version = "3.12.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8d00caa5193a3c8362ac2b73be6b9e768aa5a4b2f721d8f4b339600c3cb51f8e"
+dependencies = [
+ "darling",
+ "proc-macro2",
+ "quote",
+ "syn 2.0.100",
+]
+
 [[package]]
 name = "sha1"
 version = "0.10.6"
@@ -2086,6 +2273,12 @@ version = "0.3.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "d66dc143e6b11c1eddc06d5c423cfc97062865baf299914ab64caa38182078fe"
 
+[[package]]
+name = "siphasher"
+version = "1.0.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "56199f7ddabf13fe5074ce809e7d3f42b42ae711800501b5b16ea82ad029c39d"
+
 [[package]]
 name = "slab"
 version = "0.4.9"
@@ -2097,15 +2290,15 @@ dependencies = [
 
 [[package]]
 name = "smallvec"
-version = "1.14.0"
+version = "1.15.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7fcf8323ef1faaee30a44a340193b1ac6814fd9b7b4e88e9d4519a3e4abe1cfd"
+checksum = "8917285742e9f3e1683f0a9c4e6b57960b7314d0b08d30d1ecd426713ee2eee9"
 
 [[package]]
 name = "socket2"
-version = "0.5.8"
+version = "0.5.9"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c970269d99b64e60ec3bd6ad27270092a5394c4e309314b18ae3fe575695fbe8"
+checksum = "4f5fd57c80058a56cf5c777ab8a126398ece8e442983605d280a44ce79d0edef"
 dependencies = [
  "libc",
  "windows-sys 0.52.0",
@@ -2117,6 +2310,12 @@ version = "1.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "a8f112729512f8e442d81f95a8a7ddf2b7c6b8a1a6f509a95864142b30cab2d3"
 
+[[package]]
+name = "strsim"
+version = "0.11.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7da8b5736845d9f2fcb837ea5d9e2628564b3b043a70948a3f0b778838c5fb4f"
+
 [[package]]
 name = "strum"
 version = "0.26.3"
@@ -2293,10 +2492,12 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "8a7619e19bc266e0f9c5e6686659d394bc57973859340060a69221e57dbc0c40"
 dependencies = [
  "deranged",
+ "itoa",
  "num-conv",
  "powerfmt",
  "serde",
  "time-core",
+ "time-macros",
 ]
 
 [[package]]
@@ -2305,6 +2506,16 @@ version = "0.1.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "c9e9a38711f559d9e3ce1cdb06dd7c5b8ea546bc90052da6d06bb76da74bb07c"
 
+[[package]]
+name = "time-macros"
+version = "0.2.22"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3526739392ec93fd8b359c8e98514cb3e8e021beb4e5f597b00a0221f8ed8a49"
+dependencies = [
+ "num-conv",
+ "time-core",
+]
+
 [[package]]
 name = "tinystr"
 version = "0.7.6"
@@ -2317,9 +2528,9 @@ dependencies = [
 
 [[package]]
 name = "tokio"
-version = "1.44.1"
+version = "1.44.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f382da615b842244d4b8738c82ed1275e6c5dd90c459a30941cd07080b06c91a"
+checksum = "e6b88822cbe49de4185e3a4cbf8321dd487cf5fe0c5c65695fef6346371e9c48"
 dependencies = [
  "backtrace",
  "bytes",
@@ -2413,7 +2624,7 @@ version = "0.22.24"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "17b4795ff5edd201c7cd6dca065ae59972ce77d1b80fa0a84d94950ece7d1474"
 dependencies = [
- "indexmap",
+ "indexmap 2.9.0",
  "serde",
  "serde_spanned",
  "toml_datetime",
@@ -2540,9 +2751,9 @@ dependencies = [
 
 [[package]]
 name = "tsify-next"
-version = "0.5.5"
+version = "0.5.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9a8bf7232b89b86f63b5f0ef22c64960f9cf4fb52c6698f1e7f60de93bc3292f"
+checksum = "7d0f2208feeb5f7a6edb15a2389c14cd42480ef6417318316bb866da5806a61d"
 dependencies = [
  "gloo-utils",
  "serde",
@@ -2554,9 +2765,9 @@ dependencies = [
 
 [[package]]
 name = "tsify-next-macros"
-version = "0.5.5"
+version = "0.5.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ab2d85ebe93eedca20d3fe6d65814c856467a649674aa7763ebd42e3bb815fec"
+checksum = "f81253930d0d388a3ab8fa4ae56da9973ab171ef833d1be2e9080fc3ce502bd6"
 dependencies = [
  "proc-macro2",
  "quote",
@@ -2573,7 +2784,7 @@ checksum = "1dccffe3ce07af9386bfd29e80c0ab1a8205a2fc34e4bcd40364df902cfa8f3f"
 [[package]]
 name = "types"
 version = "0.1.0"
-source = "git+ssh://git@github.com/fathom-io/platform-backend.git#de8284e47e2c440dddb03bf2a0f83e7f78392d09"
+source = "git+ssh://git@github.com/fathom-io/platform-backend.git#af57f516be76d4bdbbfcc2e89d2e4dd8213dfcff"
 dependencies = [
  "anyhow",
  "chrono",
@@ -2840,11 +3051,37 @@ checksum = "712e227841d057c1ee1cd2fb22fa7e5a5461ae8e48fa2ca79ec42cfc1931183f"
 
 [[package]]
 name = "windows-core"
-version = "0.52.0"
+version = "0.61.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "33ab640c8d7e35bf8ba19b884ba838ceb4fba93a4e8c65a9059d08afcfc683d9"
+checksum = "4763c1de310c86d75a878046489e2e5ba02c649d185f21c67d4cf8a56d098980"
 dependencies = [
- "windows-targets 0.52.6",
+ "windows-implement",
+ "windows-interface",
+ "windows-link",
+ "windows-result",
+ "windows-strings 0.4.0",
+]
+
+[[package]]
+name = "windows-implement"
+version = "0.60.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a47fddd13af08290e67f4acabf4b459f647552718f683a7b415d290ac744a836"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.100",
+]
+
+[[package]]
+name = "windows-interface"
+version = "0.59.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "bd9211b69f8dcdfa817bfd14bf1c97c9188afa36f4750130fcdf3f400eca9fa8"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.100",
 ]
 
 [[package]]
@@ -2860,7 +3097,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "4286ad90ddb45071efd1a66dfa43eb02dd0dfbae1545ad6cc3c51cf34d7e8ba3"
 dependencies = [
  "windows-result",
- "windows-strings",
+ "windows-strings 0.3.1",
  "windows-targets 0.53.0",
 ]
 
@@ -2882,6 +3119,15 @@ dependencies = [
  "windows-link",
 ]
 
+[[package]]
+name = "windows-strings"
+version = "0.4.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7a2ba9642430ee452d5a7aa78d72907ebe8cfda358e8cb7918a2050581322f97"
+dependencies = [
+ "windows-link",
+]
+
 [[package]]
 name = "windows-sys"
 version = "0.45.0"
@@ -3096,9 +3342,9 @@ checksum = "271414315aff87387382ec3d271b52d7ae78726f5d44ac98b4f4030c91880486"
 
 [[package]]
 name = "winnow"
-version = "0.7.4"
+version = "0.7.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0e97b544156e9bebe1a0ffbc03484fc1ffe3100cbce3ffb17eac35f7cdd7ab36"
+checksum = "63d3fcd9bba44b03821e7d699eeee959f3126dcc4aa8e4ae18ec617c2a5cea10"
 dependencies = [
  "memchr",
 ]
@@ -3222,9 +3468,9 @@ dependencies = [
 
 [[package]]
 name = "zip"
-version = "2.5.0"
+version = "2.6.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "27c03817464f64e23f6f37574b4fdc8cf65925b5bfd2b0f2aedf959791941f88"
+checksum = "1dcb24d0152526ae49b9b96c1dcf71850ca1e0b882e4e28ed898a93c41334744"
 dependencies = [
  "aes",
  "arbitrary",
@@ -3236,7 +3482,7 @@ dependencies = [
  "flate2",
  "getrandom 0.3.2",
  "hmac",
- "indexmap",
+ "indexmap 2.9.0",
  "lzma-rs",
  "memchr",
  "pbkdf2",
@@ -3250,15 +3496,13 @@ dependencies = [
 
 [[package]]
 name = "zopfli"
-version = "0.8.1"
+version = "0.8.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e5019f391bac5cf252e93bbcc53d039ffd62c7bfb7c150414d61369afe57e946"
+checksum = "edfc5ee405f504cd4984ecc6f14d02d55cfda60fa4b689434ef4102aae150cd7"
 dependencies = [
  "bumpalo",
  "crc32fast",
- "lockfree-object-pool",
  "log",
- "once_cell",
  "simd-adler32",
 ]
 
diff --git a/Cargo.toml b/Cargo.toml
index 67bb886..1bde339 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -4,8 +4,8 @@
   version = "0.1.0"
 
 [dependencies]
-  fathom-function        = { git = "ssh://git@github.com/fathom-io/pipeline-calculations.git", branch = "johnabell/pipeline-route" }
-  pipeline-application   = { git = "ssh://git@github.com/fathom-io/pipeline-calculations.git", branch = "johnabell/pipeline-route" }
-  pipeline-configuration = { git = "ssh://git@github.com/fathom-io/pipeline-calculations.git", branch = "johnabell/pipeline-route" }
+  fathom-function        = { git = "ssh://git@github.com/fathom-io/pipeline-calculations.git", branch = "johnabell/ili-comparison" }
+  pipeline-application   = { git = "ssh://git@github.com/fathom-io/pipeline-calculations.git", branch = "johnabell/ili-comparison" }
+  pipeline-configuration = { git = "ssh://git@github.com/fathom-io/pipeline-calculations.git", branch = "johnabell/ili-comparison" }
   serde                  = { version = "1.0.219", features = ["derive"] }
   tokio                  = { version = "1.43.0", features = ["macros", "rt-multi-thread"] }
diff --git a/src/main.rs b/src/main.rs
index c161723..daf20b6 100644
--- a/src/main.rs
+++ b/src/main.rs
@@ -4,7 +4,7 @@ use pipeline_configuration::facilities::FacilityType;
 
 #[fathom_function::function(default(
     org_id = "2cbfe270-d195-48ad-aed1-24145924635c",
-    project_id = "67c6f36910e4c56ed42bf841"
+    project_id = "6807aed617c4295ab4a6aa78"
 ))]
 async fn segment(context: Context, args: Args) -> Result<String, String> {
     Application::new(context.env, context.org_id, context.project_id)