From 9cb7864803ca497da2d1eb5d5ad249e9fb0ec1aa Mon Sep 17 00:00:00 2001
From: Graham Hukill <ghukill@gmail.com>
Date: Fri, 13 Mar 2026 14:34:21 -0400
Subject: [PATCH 1/4] Updated dependencies

---
 Pipfile.lock | 1302 +++++++++++++++++++++++++-------------------------
 1 file changed, 660 insertions(+), 642 deletions(-)

diff --git a/Pipfile.lock b/Pipfile.lock
index d9b7a39..ce6f15d 100644
--- a/Pipfile.lock
+++ b/Pipfile.lock
@@ -36,29 +36,29 @@
         },
         "boto3": {
             "hashes": [
-                "sha256:cb4bc94c0ba522242e291d16b4f631e139f525fbc9772229f3e84f5d834fd88e",
-                "sha256:e7b8fcc123da442449da8a2be65b3e60a3d8cfb2b26a52f7b3c6f9f8e84cbdf0"
+                "sha256:aa900216bdc48bbd0115ed7128a4baed5548c6a60673160a38df8a8566df57cd",
+                "sha256:d4123ceb3be36c5cb7ddccc7a7c43701e1fb6af612ef46e3b5d667daf5447d4b"
             ],
             "index": "pypi",
             "markers": "python_version >= '3.9'",
-            "version": "==1.42.55"
+            "version": "==1.42.67"
         },
         "boto3-stubs": {
             "hashes": [
-                "sha256:181f4d3a11466031cab5ef6f5d9e2ea217376f50904c9895ea470fa264802c94",
-                "sha256:b3e02a70d302f7fa08e4c53ce2c925aea13832f16b4b41a553ea6cde96006a13"
+                "sha256:29c4b5bfc5fbdc0ba63a2805ddabde36f9b2b877492c2c24ac48d309d78da8ec",
+                "sha256:c0debecec7fafac41b7977068d2bb0d6e19d08487b3d272fcd4ad5d5a4b045c4"
             ],
             "index": "pypi",
             "markers": "python_version >= '3.9'",
-            "version": "==1.42.55"
+            "version": "==1.42.67"
         },
         "botocore": {
             "hashes": [
-                "sha256:af22a7d7881883bcb475a627d0750ec6f8ee3d7b2f673e9ff342ebaa498447ee",
-                "sha256:c092eb99d17b653af3ec9242061a7cde1c7b1940ed4abddfada68a9e1a3492d6"
+                "sha256:a94317d2ce83deae230964beb2729639455de65595d0154f285b0ccfd29780cd",
+                "sha256:ee307f30fcb798d244fb35a87847b274e1e1f72cd5f7f2e31bd1826df0c45295"
             ],
             "markers": "python_version >= '3.9'",
-            "version": "==1.42.55"
+            "version": "==1.42.67"
         },
         "botocore-stubs": {
             "hashes": [
@@ -70,130 +70,130 @@
         },
         "certifi": {
             "hashes": [
-                "sha256:9943707519e4add1115f44c2bc244f782c0249876bf51b6599fee1ffbedd685c",
-                "sha256:ac726dd470482006e014ad384921ed6438c457018f4b3d204aea4281258b2120"
+                "sha256:027692e4402ad994f1c42e52a4997a9763c646b73e4096e4d5d6db8af1d6f0fa",
+                "sha256:e887ab5cee78ea814d3472169153c2d12cd43b14bd03329a39a9c6e2e80bfba7"
             ],
             "markers": "python_version >= '3.7'",
-            "version": "==2026.1.4"
+            "version": "==2026.2.25"
         },
         "charset-normalizer": {
             "hashes": [
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@@ -206,50 +206,44 @@
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@@ -441,81 +435,81 @@
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@@ -653,10 +647,10 @@
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@@ -677,12 +671,12 @@
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@@ -776,24 +770,24 @@
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@@ -829,83 +823,99 @@
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@@ -943,45 +953,45 @@
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@@ -1367,12 +1377,12 @@
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@@ -1484,11 +1494,11 @@
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@@ -1516,11 +1526,11 @@
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@@ -1540,12 +1550,12 @@
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@@ -1820,12 +1830,12 @@
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@@ -2039,11 +2049,11 @@
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@@ -2268,6 +2278,14 @@
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+            "hashes": [
+                "sha256:7acca36e818cd88e9b2ba03e045ad7e93e1713e29c6bbfba5d90202310b7baa5",
+                "sha256:90e795f0121bc84572e737c9aa9966311b9fde44ffb88a5953b3ec9b31c6945e"
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+            "markers": "python_version >= '3.8'",
+            "version": "==1.1.3"
+        },
         "pytokens": {
             "hashes": [
                 "sha256:0fc71786e629cef478cbf29d7ea1923299181d0699dbe7c3c0f4a583811d9fc1",
@@ -2397,123 +2415,123 @@
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+                "sha256:94d63db12e45a9b9f064bfe4800cefefc7e5f182052e4c1b774d46a40ab1d9bb",
+                "sha256:96f6269a2882fbb0ee76967116b83679dc628e68eaea44e90884b8d53d833881",
+                "sha256:97054c55db06ab020342cc0d35d6f62a465fa7662871190175f1ad6c655c028f",
+                "sha256:98adf340100cbe6fbaf8e6dc75e28f2c191b1be50ffefe292fb0e6f6eefdb0d8",
+                "sha256:99985a2c277dcb9ccb63f937451af5d65177af1efdeb8173ac55b61095a0a05c",
+                "sha256:9b65d33a17101569f86d9c5966a8b1d7fbf8afdda5a8aa219301b0a80f58cf7d",
+                "sha256:9dd450db6458387167e033cfa80887a34c99c81d26da1bf8b0b41bf8c9cac88e",
+                "sha256:a25c7701e4f7a70021db9aaf4a4a0a67033c6318752146e03d1b94d32006217e",
+                "sha256:a448af01e3d8031c89c5d902040b124a5e921a25c4e5e07a861ca591ce429341",
+                "sha256:a5dac14d0872eeb35260a8e30bac07ddf22adc1e3a0635b52b02e180d17c9c7e",
+                "sha256:a729e47d418ea11d03469f321aaf67cdee8954cde3ff2cf8403ab87951ad10f2",
+                "sha256:aaffaecffcd2479ce87aa1e74076c221700b7c804e48e98e62500ee748f0f550",
+                "sha256:b059e71ec363968671693a78c5053bd9cb2fe410f9b8e4657e88377ebd603a2e",
+                "sha256:b387a0d092dac157fb026d737dde35ff3e49ef27f285343e7c6401851239df27",
+                "sha256:b389c61aa28a79c2e0527ac36da579869c2e235a5b208a12c5b5318cda2501d8",
+                "sha256:b42f7466e32bf15a961cf09f35fa6323cc72e64d3d2c990b10de1274a5da0a59",
+                "sha256:b49eb78048c6354f49e91e4b77da21257fecb92256b6d599ae44403cab30b05b",
+                "sha256:b5acd4b6a95f37c3c3828e5d053a7d4edaedb85de551db0153754924cb7c83e3",
+                "sha256:b8b3f1be1738feadc69f62daa250c933e85c6f34fa378f54a7ff43807c1b9117",
+                "sha256:b8cf76f1a29f0e99dcfd7aef1551a9827588aae5a737fe31442021165f1920dc",
+                "sha256:ba55c50f408fb5c346a3a02d2ce0ebc839784e24f7c9684fde328ff063c3cdea",
+                "sha256:bba2b18d70eeb7b79950f12f633beeecd923f7c9ad6f6bae28e59b4cb3ab046b",
+                "sha256:bbb882061f742eb5d46f2f1bd5304055be0a66b783576de3d7eef1bed4778a6e",
+                "sha256:bcb399ed84eabf4282587ba151f2732ad8168e66f1d3f85b1d038868fe547703",
+                "sha256:bd477d5f79920338107f04aa645f094032d9e3030cc55be581df3d1ef61aa318",
+                "sha256:bec23c11cbbf09a4df32fe50d57cbdd777bc442269b6e39a1775654f1c95dee2",
+                "sha256:c0b5ccbb8ffb433939d248707d4a8b31993cb76ab1a0187ca886bf50e96df952",
+                "sha256:c15af43c72a7fb0c97cbc66fa36a43546eddc5c06a662b64a0cbf30d6ac40944",
+                "sha256:c7815afb0ca45456613fdaf60ea9c993715511c8d53a83bc468305cbc0ee23c7",
+                "sha256:cb3b1db8ff6c7b8bf838ab05583ea15230cb2f678e569ab0e3a24d1e8320940b",
+                "sha256:d0b02e8b7e5874b48ae0f077ecca61c1a6a9f9895e9c6dfb191b55b242862033",
+                "sha256:d6b08a06976ff4fb0d83077022fde3eca06c55432bb997d8c0495b9a4e9872f4",
+                "sha256:d6cfe798d8da41bb1862ed6e0cba14003d387c3c0c4a5d45591076ae9f0ce2f8",
+                "sha256:d8511a01d0e4ee1992eb3ba19e09bc1866fe03f05129c3aec3fdc4cbc77aad3f",
+                "sha256:dc8ed8c3f41c27acb83f7b6a9eb727a73fc6663441890c5cb3426a5f6a91ce7d",
+                "sha256:dd8847c4978bc3c7e6c826fb745f5570e518b8459ac2892151ce6627c7bc00d5",
+                "sha256:de0cf053139f96219ccfabb4a8dd2d217c8c82cb206c91d9f109f3f552d6b43d",
+                "sha256:dee50f1be42222f89767b64b283283ef963189da0dda4a515aa54a5563c62dec",
+                "sha256:e1e7b24cb3ae9953a560c563045d1ba56ee4749fbd05cf21ba571069bd7be81b",
+                "sha256:e59bc8f30414d283ae8ee1617b13d8112e7135cb92830f0ec3688cb29152585a",
+                "sha256:e61eea47230eba62a31f3e8a0e3164d0f37ef9f40529fb2c79361bc6b53d2a92",
+                "sha256:e621fb7c8dc147419b28e1702f58a0177ff8308a76fa295c71f3e7827849f5d9",
+                "sha256:e71dcecaa113eebcc96622c17692672c2d104b1d71ddf7adeda90da7ddeb26fc",
+                "sha256:e7ce83654d1ab701cb619285a18a8e5a889c1216d746ddc710c914ca5fd71022",
+                "sha256:e8c8cb2deba42f5ec1ede46374e990f8adc5e6456a57ac1a261b19be6f28e4e6",
+                "sha256:ec0c608b7a7465ffadb344ed7c987ff2f11ee03f6a130b569aa74d8a70e8333c",
+                "sha256:ec6f5674c5dc836994f50f1186dd1fafde4be0666aae201ae2fcc3d29d8adf27",
+                "sha256:edb1b1b3a5576c56f08ac46f108c40333f222ebfd5cf63afdfa3aab0791ebe5b",
+                "sha256:ef77bdde9c9eba3f7fa5b58084b29bbcc74bcf55fdbeaa67c102a35b5bd7e7cc",
+                "sha256:f2791948f7c70bb9335a9102df45e93d428f4b8128020d85920223925d73b9e1",
+                "sha256:f467cb602f03fbd1ab1908f68b53c649ce393fde056628dc8c7e634dab6bfc07",
+                "sha256:f8ed9a5d4612df9d4de15878f0bc6aa7a268afbe5af21a3fdd97fa19516e978c",
+                "sha256:fa539be029844c0ce1114762d2952ab6cfdd7c7c9bd72e0db26b94c3c36dcc5a",
+                "sha256:fb1c4ff62277d87a7335f2c1ea4e0387b8f2b3ad88a64efd9943906aafad4f33",
+                "sha256:fb4db2f17e6484904f986c5a657cec85574c76b5c5e61c7aae9ffa1bc6224f95",
+                "sha256:fb66e5245db9652abd7196ace599b04d9c0e4aa7c8f0e2803938377835780081",
+                "sha256:fc48c500838be6882b32748f60a15229d2dea96e59ef341eaa96ec83538f498d",
+                "sha256:fcf26c3c6d0da98fada8ae4ef0aa1c3405a431c0a77eb17306d38a89b02adcd7",
+                "sha256:fd0ce43e71d825b7c0661f9c54d4d74bd97c56c3fd102a8985bcfea48236bacb",
+                "sha256:fd63453f10d29097cc3dc62d070746523973fb5aa1c66d25f8558bebd47fed61"
             ],
             "markers": "python_version >= '3.10'",
-            "version": "==2026.2.19"
+            "version": "==2026.2.28"
         },
         "requests": {
             "hashes": [
@@ -2616,28 +2634,28 @@
         },
         "ruff": {
             "hashes": [
-                "sha256:120691a6fdae2f16d65435648160f5b81a9625288f75544dc40637436b5d3c0d",
-                "sha256:14b965afee0969e68bb871eba625343b8673375f457af4abe98553e8bbb98342",
-                "sha256:1b9164f57fc36058e9a6806eb92af185b0697c9fe4c7c52caa431c6554521e5c",
-                "sha256:2dcc987551952d73cbf5c88d9fdee815618d497e4df86cd4c4824cc59d5dd75f",
-                "sha256:42a47fd785cbe8c01b9ff45031af875d101b040ad8f4de7bbb716487c74c9a77",
-                "sha256:72ecc64f46f7019e2bcc3cdc05d4a7da958b629a5ab7033195e11a438403d956",
-                "sha256:80d24fcae24d42659db7e335b9e1531697a7102c19185b8dc4a028b952865fd8",
-                "sha256:8dcf243b15b561c655c1ef2f2b0050e5d50db37fe90115507f6ff37d865dc8b4",
-                "sha256:a89056d831256099658b6bba4037ac6dd06f49d194199215befe2bb10457ea5e",
-                "sha256:a9fb47b6d9764677f8c0a193c0943ce9a05d6763523f132325af8a858eadc2b9",
-                "sha256:b7a672c82b5f9887576087d97be5ce439f04bbaf548ee987b92d3a7dede41d3a",
-                "sha256:cabddc5822acdc8f7b5527b36ceac55cc51eec7b1946e60181de8fe83ca8876e",
-                "sha256:cbe9f49354866e575b4c6943856989f966421870e85cd2ac94dccb0a9dcb2fea",
-                "sha256:d20014e3dfa400f3ff84830dfb5755ece2de45ab62ecea4af6b7262d0fb4f7c5",
-                "sha256:dab6941c862c05739774677c6273166d2510d254dac0695c0e3f5efa1b5585de",
-                "sha256:e36dee3a64be0ebd23c86ffa3aa3fd3ac9a712ff295e192243f814a830b6bd87",
-                "sha256:f376990f9d0d6442ea9014b19621d8f2aaf2b8e39fdbfc79220b7f0c596c9b80",
-                "sha256:fd5ff9e5f519a7e1bd99cbe8daa324010a74f5e2ebc97c6242c08f26f3714f6f"
+                "sha256:13f4594b04e42cd24a41da653886b04d2ff87adbf57497ed4f728b0e8a4866f8",
+                "sha256:1c22e6f02c16cfac3888aa636e9eba857254d15bbacc9906c9689fdecb1953ab",
+                "sha256:3bd9967851a25f038fc8b9ae88a7fbd1b609f30349231dffaa37b6804923c4bb",
+                "sha256:542aaf1de3154cea088ced5a819ce872611256ffe2498e750bbae5247a8114e9",
+                "sha256:55a1ad63c5a6e54b1f21b7514dfadc0c7fb40093fa22e95143cf3f64ebdcd512",
+                "sha256:70789d3e7830b848b548aae96766431c0dc01a6c78c13381f423bf7076c66d15",
+                "sha256:70d263770d234912374493e8cc1e7385c5d49376e41dfa51c5c3453169dc581c",
+                "sha256:7c98c3b16407b2cf3d0f2b80c80187384bc92c6774d85fefa913ecd941256fff",
+                "sha256:8394c7bb153a4e3811a4ecdacd4a8e6a4fa8097028119160dffecdcdf9b56ae4",
+                "sha256:85b042377c2a5561131767974617006f99f7e13c63c111b998f29fc1e58a4cfb",
+                "sha256:8dc473ba093c5ec238bb1e7429ee676dca24643c471e11fbaa8a857925b061c0",
+                "sha256:98893c4c0aadc8e448cfa315bd0cc343a5323d740fe5f28ef8a3f9e21b381f7e",
+                "sha256:aee25bc84c2f1007ecb5037dff75cef00414fdf17c23f07dc13e577883dca406",
+                "sha256:bbf67d39832404812a2d23020dda68fee7f18ce15654e96fb1d3ad21a5fe436c",
+                "sha256:c34de3dd0b0ba203be50ae70f5910b17188556630e2178fd7d79fc030eb0d837",
+                "sha256:cef49e30bc5a86a6a92098a7fbf6e467a234d90b63305d6f3ec01225a9d092e0",
+                "sha256:e2ed8aea2f3fe57886d3f00ea5b8aae5bf68d5e195f487f037a955ff9fbaac9e",
+                "sha256:ee7dcfaad8b282a284df4aa6ddc2741b3f4a18b0555d626805555a820ea181c3"
             ],
             "index": "pypi",
             "markers": "python_version >= '3.7'",
-            "version": "==0.15.2"
+            "version": "==0.15.6"
         },
         "s3transfer": {
             "hashes": [
@@ -2821,11 +2839,11 @@
         },
         "virtualenv": {
             "hashes": [
-                "sha256:44888bba3775990a152ea1f73f8e5f566d49f11bbd1de61d426fd7732770043e",
-                "sha256:a15f0cebd00d50074fd336a169d53422436a12dfe15149efec7072cfe817df8b"
+                "sha256:1720dc3a62ef5b443092e3f499228599045d7fea4c79199770499df8becf9098",
+                "sha256:1bd755b504931164a5a496d217c014d098426cddc79363ad66ac78125f9d908f"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==20.39.0"
+            "version": "==21.2.0"
         },
         "wcwidth": {
             "hashes": [

From 53307cdfeb0e1334f1e822d82fcd2b45e7c40ff0 Mon Sep 17 00:00:00 2001
From: Graham Hukill <ghukill@gmail.com>
Date: Fri, 13 Mar 2026 14:37:58 -0400
Subject: [PATCH 2/4] Support transformation of LibGuide sub-pages

Why these changes are being introduced:

It was determined that we were not crawling LibGuides sub-pages in browsertrix.  Once they started
rolling in to Transmogrifier for transform to TIMDEX records, it became clear we'd need to do a little
work to handle them.

How this addresses that need:
* Update the LibGuides API URL to include `?expand=pages`
  * this adds a `.pages` node to the main/parent guides API data
* Interleave these sub-pages with the main guides in the API data, allowing the transform to find
and utilize them as well
* Because of increased crawl scope, filter out additional directory guides that have `g=176063` in
the URL

Side effects of this change:
* Transmogrifier can transform sub-pages crawled from libguides.mit.edu, resulting in an increased
TIMDEX record count for the `libguides` source

Relevant ticket(s):
* https://mitlibraries.atlassian.net/browse/USE-449
---
 tests/sources/json/test_libguides.py     | 60 +++++++++++++++++++++++-
 transmogrifier/config.py                 |  2 +-
 transmogrifier/sources/json/libguides.py | 46 ++++++++++++++----
 3 files changed, 95 insertions(+), 13 deletions(-)

diff --git a/tests/sources/json/test_libguides.py b/tests/sources/json/test_libguides.py
index c2b69ba..cf4fdeb 100644
--- a/tests/sources/json/test_libguides.py
+++ b/tests/sources/json/test_libguides.py
@@ -1,12 +1,13 @@
-# ruff: noqa: E501, PLC0415, S301, SLF001
+# ruff: noqa: E501, PLC0415, PLR2004, S301, SLF001
 
 import base64
-from unittest.mock import PropertyMock, patch
+from unittest.mock import MagicMock, PropertyMock, patch
 
 import pandas as pd
 import pytest
 
 from transmogrifier import models
+from transmogrifier.sources.json.libguides import LibGuidesAPIClient
 
 
 @pytest.fixture(autouse=True)
@@ -342,3 +343,58 @@ def test_libguides_record_is_excluded_when_guide_type_not_allowed(libguides_tran
     libguides_transformer._allowed_guides_df = None
 
     assert libguides_transformer.record_is_excluded(source_record)
+
+
+def test_libguides_api_client_fetch_guides_expands_sub_pages_into_rows():
+    """Test that sub-pages from the API are expanded into their own DataFrame rows.
+
+    Sub-pages inherit parent guide columns (like type_label, status_label, group_id)
+    so they are treated identically to root pages throughout the transformation pipeline.
+    """
+    mock_api_response = [
+        {
+            "id": 100,
+            "name": "Root Guide",
+            "url": "https://libguides.mit.edu/c.php?g=100",
+            "friendly_url": "https://libguides.mit.edu/rootguide",
+            "type_label": "General Purpose Guide",
+            "status_label": "Published",
+            "group_id": 0,
+            "pages": [
+                {
+                    "id": 200,
+                    "name": "Sub Page",
+                    "url": "https://libguides.mit.edu/c.php?g=100&p=200",
+                    "friendly_url": None,
+                }
+            ],
+        }
+    ]
+
+    client = LibGuidesAPIClient()
+    mock_response = MagicMock()
+    mock_response.json.return_value = mock_api_response
+
+    with patch(
+        "transmogrifier.sources.json.libguides.requests.get",
+        return_value=mock_response,
+    ):
+        df = client.fetch_guides("fake-token")
+
+    # 1 guide + 1 sub-page = 2 rows
+    assert len(df) == 2
+
+    # root page untouched
+    root_row = df[df["id"] == 100].iloc[0]
+    assert root_row["url"] == "https://libguides.mit.edu/c.php?g=100"
+    assert root_row["friendly_url"] == "https://libguides.mit.edu/rootguide"
+
+    # sub-page has its own row
+    sub_row = df[df["id"] == 200].iloc[0]
+    assert sub_row["url"] == "https://libguides.mit.edu/c.php?g=100&p=200"
+    assert sub_row["friendly_url"] is None
+
+    # sub-page inherits parent types and statuses
+    assert sub_row["type_label"] == "General Purpose Guide"
+    assert sub_row["status_label"] == "Published"
+    assert sub_row["group_id"] == 0
diff --git a/transmogrifier/config.py b/transmogrifier/config.py
index d1ad87b..f26d75c 100644
--- a/transmogrifier/config.py
+++ b/transmogrifier/config.py
@@ -140,7 +140,7 @@
     "LIBGUIDES_TOKEN_URL", "https://lgapi-us.libapps.com/1.2/oauth/token"
 )
 LIBGUIDES_GUIDES_URL = os.getenv(
-    "LIBGUIDES_GUIDES_URL", "https://lgapi-us.libapps.com/1.2/guides"
+    "LIBGUIDES_GUIDES_URL", "https://lgapi-us.libapps.com/1.2/guides?expand=pages"
 )
 LIBGUIDES_API_TOKEN = os.getenv("LIBGUIDES_API_TOKEN")
 LIBGUIDES_CLIENT_ID = os.getenv("LIBGUIDES_CLIENT_ID")
diff --git a/transmogrifier/sources/json/libguides.py b/transmogrifier/sources/json/libguides.py
index 9bd2817..b5f6f39 100644
--- a/transmogrifier/sources/json/libguides.py
+++ b/transmogrifier/sources/json/libguides.py
@@ -3,6 +3,7 @@
 import re
 from collections import defaultdict
 from functools import lru_cache
+from urllib.parse import urlparse
 
 import pandas as pd
 import requests
@@ -34,7 +35,8 @@
     32635,  # Records retention schedules
 ]
 EXCLUDED_URL_REGEX = [
-    r".*libguides.mit.edu/directory.*",
+    r".*libguides.mit.edu/directory.*",  # staff directory main page
+    r".*libguides.mit.edu/c.php\?g=176063.*",  # staff directory sub-pages
 ]
 
 
@@ -84,21 +86,40 @@ def get_api_token(self) -> str:
         return payload.get("access_token")
 
     def fetch_guides(self, token: str) -> pd.DataFrame:
-        """Retrieve metadata for all LibGuides."""
+        """Retrieve metadata for all LibGuides.
+
+        Each guide may contain a 'pages' key with a list of sub-page dicts.  These
+        sub-pages are expanded into their own rows in the returned DataFrame, inheriting
+        any columns from the parent guide that the sub-page does not have.
+        """
         logger.debug("Retrieving all guides from Libguides API.")
         headers = {"Authorization": f"Bearer {token}"}
         response = requests.get(LIBGUIDES_GUIDES_URL, headers=headers, timeout=60)
         response.raise_for_status()
         guides = response.json()
-        return pd.DataFrame(guides)
+
+        all_rows: list[dict] = []
+        for guide in guides:
+            pages = guide.get("pages", [])
+            all_rows.append(guide)
+            for page in pages:
+                # inherit parent columns, then overlay page-specific columns
+                page_row = {**guide, **page}
+                all_rows.append(page_row)
+
+        return pd.DataFrame(all_rows)
 
     def get_guide_by_url(self, url: str) -> pd.Series:
         """Get metadata for a single guide via a URL."""
+        # strip GET parameter preview=...; duplicate for base URL
+        url = re.sub(r"&preview=[^&]*", "", url)
+
         matches = self.api_guides_df[
             (self.api_guides_df.url == url) | (self.api_guides_df.friendly_url == url)
         ]
         if len(matches) == 1:
             return matches.iloc[0]
+
         raise ValueError(f"Found {len(matches)} guide ids for URL: {url}, expecting one.")
 
 
@@ -169,13 +190,18 @@ def record_is_excluded(self, source_record: dict) -> bool:
         This method utilizes multiple private methods which check for specific things.  If
         any of them return True, the record is excluded.
         """
-        return any(
-            [
-                self._excluded_per_allowed_rules(source_record),
-                self._excluded_per_missing_html(source_record),
-            ]
+        return (
+            self._excluded_per_non_libguides_domain(source_record)
+            or self._excluded_per_allowed_rules(source_record)
+            or self._excluded_per_missing_html(source_record)
         )
 
+    @staticmethod
+    def _excluded_per_non_libguides_domain(source_record: dict) -> bool:
+        """Exclude a record if the captured URL is not from libguides.mit.edu."""
+        parsed = urlparse(source_record["url"])
+        return parsed.hostname != "libguides.mit.edu"
+
     def _excluded_per_allowed_rules(self, source_record: dict) -> bool:
         """Exclude a record if not present in allowed guides dataframe."""
         source_link = self.get_source_link(source_record)
@@ -235,8 +261,8 @@ def get_source_link(cls, source_record: dict) -> str:
         """Use the 'friendly' URL from LibGuides API data."""
         url = source_record["url"]
         guide = cls.api_client.get_guide_by_url(url)
-        friendly_url = guide.get("friendly_url", "").strip()
-        return friendly_url or url
+        friendly_url = guide.get("friendly_url") or ""
+        return friendly_url.strip() or url
 
     @classmethod
     def get_source_record_id(cls, source_record: dict) -> str:

From 8e754ba0c35177bcaaf588a85a075c7614666b0a Mon Sep 17 00:00:00 2001
From: Graham Hukill <ghukill@gmail.com>
Date: Fri, 13 Mar 2026 14:59:56 -0400
Subject: [PATCH 3/4] Set required testing env vars and just-in-time import

---
 tests/conftest.py                    | 2 ++
 tests/sources/json/test_libguides.py | 3 ++-
 2 files changed, 4 insertions(+), 1 deletion(-)

diff --git a/tests/conftest.py b/tests/conftest.py
index 8a8e424..e63cbad 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -14,6 +14,8 @@
 @pytest.fixture(autouse=True)
 def _test_env(monkeypatch):
     monkeypatch.setenv("WORKSPACE", "test")
+    monkeypatch.setenv("LIBGUIDES_CLIENT_ID", "123")
+    monkeypatch.setenv("LIBGUIDES_API_TOKEN", "abc123")
 
 
 @pytest.fixture(autouse=True, scope="session")
diff --git a/tests/sources/json/test_libguides.py b/tests/sources/json/test_libguides.py
index cf4fdeb..a7d120d 100644
--- a/tests/sources/json/test_libguides.py
+++ b/tests/sources/json/test_libguides.py
@@ -7,7 +7,6 @@
 import pytest
 
 from transmogrifier import models
-from transmogrifier.sources.json.libguides import LibGuidesAPIClient
 
 
 @pytest.fixture(autouse=True)
@@ -351,6 +350,8 @@ def test_libguides_api_client_fetch_guides_expands_sub_pages_into_rows():
     Sub-pages inherit parent guide columns (like type_label, status_label, group_id)
     so they are treated identically to root pages throughout the transformation pipeline.
     """
+    from transmogrifier.sources.json.libguides import LibGuidesAPIClient
+
     mock_api_response = [
         {
             "id": 100,

From e62a47426bd5ee0dc089b509689b9bf58a6f8166 Mon Sep 17 00:00:00 2001
From: Graham Hukill <ghukill@gmail.com>
Date: Mon, 16 Mar 2026 09:57:02 -0400
Subject: [PATCH 4/4] Bump TDA to version 4.1

---
 Pipfile.lock | 526 +++++++++++++++++++++++++++------------------------
 1 file changed, 279 insertions(+), 247 deletions(-)

diff --git a/Pipfile.lock b/Pipfile.lock
index ce6f15d..440c61d 100644
--- a/Pipfile.lock
+++ b/Pipfile.lock
@@ -36,29 +36,29 @@
         },
         "boto3": {
             "hashes": [
-                "sha256:aa900216bdc48bbd0115ed7128a4baed5548c6a60673160a38df8a8566df57cd",
-                "sha256:d4123ceb3be36c5cb7ddccc7a7c43701e1fb6af612ef46e3b5d667daf5447d4b"
+                "sha256:3f349f967ab38c23425626d130962bcb363e75f042734fe856ea8c5a00eef03c",
+                "sha256:dbff353eb7dc93cbddd7926ed24793e0174c04adbe88860dfa639568442e4962"
             ],
             "index": "pypi",
             "markers": "python_version >= '3.9'",
-            "version": "==1.42.67"
+            "version": "==1.42.68"
         },
         "boto3-stubs": {
             "hashes": [
-                "sha256:29c4b5bfc5fbdc0ba63a2805ddabde36f9b2b877492c2c24ac48d309d78da8ec",
-                "sha256:c0debecec7fafac41b7977068d2bb0d6e19d08487b3d272fcd4ad5d5a4b045c4"
+                "sha256:96ad1020735619483fb9b4da7a5e694b460bf2e18f84a34d5d175d0ffe8c4653",
+                "sha256:ed7f98334ef7b2377fa8532190e63dc2c6d1dc895e3d7cb3d6d1c83771b81bf6"
             ],
             "index": "pypi",
             "markers": "python_version >= '3.9'",
-            "version": "==1.42.67"
+            "version": "==1.42.68"
         },
         "botocore": {
             "hashes": [
-                "sha256:a94317d2ce83deae230964beb2729639455de65595d0154f285b0ccfd29780cd",
-                "sha256:ee307f30fcb798d244fb35a87847b274e1e1f72cd5f7f2e31bd1826df0c45295"
+                "sha256:3951c69e12ac871dda245f48dac5c7dd88ea1bfdd74a8879ec356cf2874b806a",
+                "sha256:9df7da26374601f890e2f115bfa573d65bf15b25fe136bb3aac809f6145f52ab"
             ],
             "markers": "python_version >= '3.9'",
-            "version": "==1.42.67"
+            "version": "==1.42.68"
         },
         "botocore-stubs": {
             "hashes": [
@@ -78,122 +78,138 @@
         },
         "charset-normalizer": {
             "hashes": [
-                "sha256:014837af6fabf57121b6254fa8ade10dceabc3528b27b721a64bbc7b8b1d4eb4",
-                "sha256:01a1ed54b953303ca7e310fafe0fe347aab348bd81834a0bcd602eb538f89d66",
-                "sha256:0294916d6ccf2d069727d65973c3a1ca477d68708db25fd758dd28b0827cff54",
-                "sha256:02a9d1b01c1e12c27883b0c9349e0bcd9ae92e727ff1a277207e1a262b1cbf05",
-                "sha256:036c079aa08a6a592b82487f97c60b439428320ed1b2ea0b3912e99d30c77765",
-                "sha256:039215608ac7b358c4da0191d10fc76868567fbf276d54c14721bdedeb6de064",
-                "sha256:0625665e4ebdddb553ab185de5db7054393af8879fb0c87bd5690d14379d6819",
-                "sha256:0a45e504f5e1be0bd385935a8e1507c442349ca36f511a47057a71c9d1d6ea9e",
-                "sha256:0b362bcd27819f9c07cbf23db4e0e8cd4b44c5ecd900c2ff907b2b92274a7412",
-                "sha256:0c300cefd9b0970381a46394902cd18eaf2aa00163f999590ace991989dcd0fc",
-                "sha256:1088345bcc93c58d8d8f3d783eca4a6e7a7752bbff26c3eee7e73c597c191c2e",
-                "sha256:10b473fc8dca1c3ad8559985794815f06ca3fc71942c969129070f2c3cdf7281",
-                "sha256:131716d6786ad5e3dc542f5cc6f397ba3339dc0fb87f87ac30e550e8987756af",
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+                "sha256:e1f6e2f00a6b8edb562826e4632e26d063ac10307e80f7461f7de3ad8ef3f077",
+                "sha256:e25369dc110d58ddf29b949377a93e0716d72a24f62bad72b2b39f155949c1fd",
+                "sha256:e3c701e954abf6fc03a49f7c579cc80c2c6cc52525340ca3186c41d3f33482ef",
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+                "sha256:e8aeb10fcbe92767f0fa69ad5a72deca50d0dca07fbde97848997d778a50c9fe",
+                "sha256:e985a16ff513596f217cee86c21371b8cd011c0f6f056d0920aa2d926c544058",
+                "sha256:ecbbd45615a6885fe3240eb9db73b9e62518b611850fdf8ab08bd56de7ad2b17",
+                "sha256:ee4ec14bc1680d6b0afab9aea2ef27e26d2024f18b24a2d7155a52b60da7e833",
+                "sha256:ef5960d965e67165d75b7c7ffc60a83ec5abfc5c11b764ec13ea54fbef8b4421",
+                "sha256:f0cdaecd4c953bfae0b6bb64910aaaca5a424ad9c72d85cb88417bb9814f7550",
+                "sha256:f1ce721c8a7dfec21fcbdfe04e8f68174183cf4e8188e0645e92aa23985c57ff",
+                "sha256:f50498891691e0864dc3da965f340fada0771f6142a378083dc4608f4ea513e2",
+                "sha256:f5ea69428fa1b49573eef0cc44a1d43bebd45ad0c611eb7d7eac760c7ae771bc",
+                "sha256:f61aa92e4aad0be58eb6eb4e0c21acf32cf8065f4b2cae5665da756c4ceef982",
+                "sha256:f6e4333fb15c83f7d1482a76d45a0818897b3d33f00efd215528ff7c51b8e35d",
+                "sha256:f820f24b09e3e779fe84c3c456cb4108a7aa639b0d1f02c28046e11bfcd088ed",
+                "sha256:f98059e4fcd3e3e4e2d632b7cf81c2faae96c43c60b569e9c621468082f1d104",
+                "sha256:fcce033e4021347d80ed9c66dcf1e7b1546319834b74445f561d2e2221de5659"
             ],
             "markers": "python_version >= '3.7'",
-            "version": "==3.4.5"
+            "version": "==3.4.6"
         },
         "click": {
             "hashes": [
@@ -1526,11 +1558,11 @@
         },
         "identify": {
             "hashes": [
-                "sha256:be5f8412d5ed4b20f2bd41a65f920990bdccaa6a4a18a08f1eefdcd0bdd885f0",
-                "sha256:f816b0b596b204c9fdf076ded172322f2723cf958d02f9c3587504834c8ff04d"
+                "sha256:873ac56a5e3fd63e7438a7ecbc4d91aca692eb3fefa4534db2b7913f3fc352fd",
+                "sha256:8db9d3c8ea9079db92cafb0ebf97abdc09d52e97f4dcf773a2e694048b7cd737"
             ],
             "markers": "python_version >= '3.10'",
-            "version": "==2.6.17"
+            "version": "==2.6.18"
         },
         "idna": {
             "hashes": [