From 27605ba2fb2627b9b654480f7a46a1f7281eb783 Mon Sep 17 00:00:00 2001
From: maleen <89649598+mjnishigaki@users.noreply.github.com>
Date: Mon, 19 Aug 2024 15:03:43 -0400
Subject: [PATCH 01/23] Update README.md

Updating "Contributors" title and portion to "Point of Contact" in order to share with viewers a way to access the Clean and Green organization for further information and assistance.
---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 233e4a1d..263ab058 100644
--- a/README.md
+++ b/README.md
@@ -76,7 +76,7 @@ Please see the documents in our [docs](/docs) folder for background on the proje
 2. The [code of conduct](/docs/CODE_OF_CONDUCT.md)
 3. The appropriate installation setup instructions ([front end](/docs/SETUP/FRONT_END.md) and/or [back end](/docs/SETUP/BACK_END.md))
 
-### Contributors
+### Point of Contact
 
 <!-- ALL-CONTRIBUTORS-LIST:START - Do not remove or modify this section -->
 <!-- prettier-ignore-start -->

From 074ababfa031b1ec72e7820706fc12dad4ced714 Mon Sep 17 00:00:00 2001
From: nlebovits <nissim.lebovits@vanderbilt.edu>
Date: Thu, 19 Sep 2024 10:17:25 -0400
Subject: [PATCH 02/23] add prettierignore to exlcude ruff cache

---
 .prettierignore       |     3 +
 data/src/Pipfile.lock |  6436 ++++++++++----------
 package-lock.json     | 13085 +++++++++++-----------------------------
 3 files changed, 6794 insertions(+), 12730 deletions(-)
 create mode 100644 .prettierignore

diff --git a/.prettierignore b/.prettierignore
new file mode 100644
index 00000000..bbe54033
--- /dev/null
+++ b/.prettierignore
@@ -0,0 +1,3 @@
+# Ignore Ruff cache
+.ruff_cache
+data/src/.ruff_cache
diff --git a/data/src/Pipfile.lock b/data/src/Pipfile.lock
index b11d5ae4..99ebdb20 100644
--- a/data/src/Pipfile.lock
+++ b/data/src/Pipfile.lock
@@ -1,3223 +1,3217 @@
 {
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 }
diff --git a/package-lock.json b/package-lock.json
index 9c5fb38e..ca55f07b 100644
--- a/package-lock.json
+++ b/package-lock.json
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+      "version": "7.24.7",
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+      "license": "MIT",
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+      "license": "MIT",
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+      "license": "MIT",
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+      "license": "MIT",
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@@ -280,8 +244,6 @@
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-      "integrity": "sha512-l4Sp/DRseor9wL6EvV2+TuQn63dMkPjZ/sp9XkghTEbV9KlPS1xUsZ3u7/IQO4wxtcFB4bgpQPRcR3QCvezPcQ=="
+      "license": "ISC"
     },
     "node_modules/xtend": {
       "version": "4.0.2",
-      "resolved": "https://registry.npmjs.org/xtend/-/xtend-4.0.2.tgz",
-      "integrity": "sha512-LKYU1iAXJXUgAXn9URjiu+MWhyUXHsvfp7mcuYm9dSUKK0/CjtrUwFAxD82/mCWbtLsGjFIad0wIsod4zrTAEQ==",
+      "license": "MIT",
       "engines": {
         "node": ">=0.4"
       }
     },
     "node_modules/y18n": {
       "version": "5.0.8",
-      "resolved": "https://registry.npmjs.org/y18n/-/y18n-5.0.8.tgz",
-      "integrity": "sha512-0pfFzegeDWJHJIAmTLRP2DwHjdF5s7jo9tuztdQxAhINCdvS+3nGINqPd00AphqJR/0LhANUS6/+7SCb98YOfA==",
-      "dev": true,
-      "engines": {
-        "node": ">=10"
-      }
-    },
-    "node_modules/y18n": {
-      "version": "5.0.8",
-      "resolved": "https://registry.npmjs.org/y18n/-/y18n-5.0.8.tgz",
-      "integrity": "sha512-0pfFzegeDWJHJIAmTLRP2DwHjdF5s7jo9tuztdQxAhINCdvS+3nGINqPd00AphqJR/0LhANUS6/+7SCb98YOfA==",
       "dev": true,
+      "license": "ISC",
       "engines": {
         "node": ">=10"
       }
     },
     "node_modules/yallist": {
       "version": "4.0.0",
-      "resolved": "https://registry.npmjs.org/yallist/-/yallist-4.0.0.tgz",
-      "integrity": "sha512-3wdGidZyq5PB084XLES5TpOSRA3wjXAlIWMhum2kRcv/41Sn2emQ0dycQW4uZXLejwKvg6EsvbdlVL+FYEct7A=="
+      "license": "ISC"
     },
     "node_modules/yaml": {
-      "version": "2.4.1",
-      "resolved": "https://registry.npmjs.org/yaml/-/yaml-2.4.1.tgz",
-      "integrity": "sha512-pIXzoImaqmfOrL7teGUBt/T7ZDnyeGBWyXQBvOVhLkWLN37GXv8NMLK406UY6dS51JfcQHsmcW5cJ441bHg6Lg==",
+      "version": "2.5.0",
+      "license": "ISC",
       "bin": {
         "yaml": "bin.mjs"
       },
@@ -22745,27 +16878,8 @@
     },
     "node_modules/yargs": {
       "version": "17.7.2",
-      "resolved": "https://registry.npmjs.org/yargs/-/yargs-17.7.2.tgz",
-      "integrity": "sha512-7dSzzRQ++CKnNI/krKnYRV7JKKPUXMEh61soaHKg9mrWEhzFWhFnxPxGl+69cD1Ou63C13NUPCnmIcrvqCuM6w==",
-      "dev": true,
-      "dependencies": {
-        "cliui": "^8.0.1",
-        "escalade": "^3.1.1",
-        "get-caller-file": "^2.0.5",
-        "require-directory": "^2.1.1",
-        "string-width": "^4.2.3",
-        "y18n": "^5.0.5",
-        "yargs-parser": "^21.1.1"
-      },
-      "engines": {
-        "node": ">=12"
-      }
-    },
-    "node_modules/yargs": {
-      "version": "17.7.2",
-      "resolved": "https://registry.npmjs.org/yargs/-/yargs-17.7.2.tgz",
-      "integrity": "sha512-7dSzzRQ++CKnNI/krKnYRV7JKKPUXMEh61soaHKg9mrWEhzFWhFnxPxGl+69cD1Ou63C13NUPCnmIcrvqCuM6w==",
       "dev": true,
+      "license": "MIT",
       "dependencies": {
         "cliui": "^8.0.1",
         "escalade": "^3.1.1",
@@ -22781,52 +16895,20 @@
     },
     "node_modules/yargs-parser": {
       "version": "20.2.9",
-      "resolved": "https://registry.npmjs.org/yargs-parser/-/yargs-parser-20.2.9.tgz",
-      "integrity": "sha512-y11nGElTIV+CT3Zv9t7VKl+Q3hTQoT9a1Qzezhhl6Rp21gJ/IVTW7Z3y9EWXhuUBC2Shnf+DX0antecpAwSP8w==",
+      "license": "ISC",
       "engines": {
         "node": ">=10"
       }
     },
     "node_modules/yargs/node_modules/emoji-regex": {
       "version": "8.0.0",
-      "resolved": "https://registry.npmjs.org/emoji-regex/-/emoji-regex-8.0.0.tgz",
-      "integrity": "sha512-MSjYzcWNOA0ewAHpz0MxpYFvwg6yjy1NG3xteoqz644VCo/RPgnr1/GGt+ic3iJTzQ8Eu3TdM14SawnVUmGE6A==",
-      "dev": true
-    },
-    "node_modules/yargs/node_modules/string-width": {
-      "version": "4.2.3",
-      "resolved": "https://registry.npmjs.org/string-width/-/string-width-4.2.3.tgz",
-      "integrity": "sha512-wKyQRQpjJ0sIp62ErSZdGsjMJWsap5oRNihHhu6G7JVO/9jIB6UyevL+tXuOqrng8j/cxKTWyWUwvSTriiZz/g==",
-      "dev": true,
-      "dependencies": {
-        "emoji-regex": "^8.0.0",
-        "is-fullwidth-code-point": "^3.0.0",
-        "strip-ansi": "^6.0.1"
-      },
-      "engines": {
-        "node": ">=8"
-      }
-    },
-    "node_modules/yargs/node_modules/yargs-parser": {
-      "version": "21.1.1",
-      "resolved": "https://registry.npmjs.org/yargs-parser/-/yargs-parser-21.1.1.tgz",
-      "integrity": "sha512-tVpsJW7DdjecAiFpbIB1e3qxIQsE6NoPc5/eTdrbbIC4h0LVsWhnoa3g+m2HclBIujHzsxZ4VJVA+GUuc2/LBw==",
       "dev": true,
-      "engines": {
-        "node": ">=12"
-      }
-    },
-    "node_modules/yargs/node_modules/emoji-regex": {
-      "version": "8.0.0",
-      "resolved": "https://registry.npmjs.org/emoji-regex/-/emoji-regex-8.0.0.tgz",
-      "integrity": "sha512-MSjYzcWNOA0ewAHpz0MxpYFvwg6yjy1NG3xteoqz644VCo/RPgnr1/GGt+ic3iJTzQ8Eu3TdM14SawnVUmGE6A==",
-      "dev": true
+      "license": "MIT"
     },
     "node_modules/yargs/node_modules/string-width": {
       "version": "4.2.3",
-      "resolved": "https://registry.npmjs.org/string-width/-/string-width-4.2.3.tgz",
-      "integrity": "sha512-wKyQRQpjJ0sIp62ErSZdGsjMJWsap5oRNihHhu6G7JVO/9jIB6UyevL+tXuOqrng8j/cxKTWyWUwvSTriiZz/g==",
       "dev": true,
+      "license": "MIT",
       "dependencies": {
         "emoji-regex": "^8.0.0",
         "is-fullwidth-code-point": "^3.0.0",
@@ -22838,18 +16920,16 @@
     },
     "node_modules/yargs/node_modules/yargs-parser": {
       "version": "21.1.1",
-      "resolved": "https://registry.npmjs.org/yargs-parser/-/yargs-parser-21.1.1.tgz",
-      "integrity": "sha512-tVpsJW7DdjecAiFpbIB1e3qxIQsE6NoPc5/eTdrbbIC4h0LVsWhnoa3g+m2HclBIujHzsxZ4VJVA+GUuc2/LBw==",
       "dev": true,
+      "license": "ISC",
       "engines": {
         "node": ">=12"
       }
     },
     "node_modules/yocto-queue": {
       "version": "0.1.0",
-      "resolved": "https://registry.npmjs.org/yocto-queue/-/yocto-queue-0.1.0.tgz",
-      "integrity": "sha512-rVksvsnNCdJ/ohGc6xgPwyN8eheCxsiLM8mxuE/t/mOVqJewPuO1miLpTHQiRgTKCLexL4MeAFVagts7HmNZ2Q==",
       "dev": true,
+      "license": "MIT",
       "engines": {
         "node": ">=10"
       },
@@ -22859,21 +16939,8 @@
     },
     "node_modules/yoctocolors": {
       "version": "2.1.1",
-      "resolved": "https://registry.npmjs.org/yoctocolors/-/yoctocolors-2.1.1.tgz",
-      "integrity": "sha512-GQHQqAopRhwU8Kt1DDM8NjibDXHC8eoh1erhGAJPEyveY9qqVeXvVikNKrDz69sHowPMorbPUrH/mx8c50eiBQ==",
-      "dev": true,
-      "engines": {
-        "node": ">=18"
-      },
-      "funding": {
-        "url": "https://github.com/sponsors/sindresorhus"
-      }
-    },
-    "node_modules/yoctocolors": {
-      "version": "2.1.1",
-      "resolved": "https://registry.npmjs.org/yoctocolors/-/yoctocolors-2.1.1.tgz",
-      "integrity": "sha512-GQHQqAopRhwU8Kt1DDM8NjibDXHC8eoh1erhGAJPEyveY9qqVeXvVikNKrDz69sHowPMorbPUrH/mx8c50eiBQ==",
       "dev": true,
+      "license": "MIT",
       "engines": {
         "node": ">=18"
       },

From c3fc8a31f54713216e7d862c412a1327a43a6aad Mon Sep 17 00:00:00 2001
From: nlebovits <nissim.lebovits@vanderbilt.edu>
Date: Thu, 19 Sep 2024 10:20:52 -0400
Subject: [PATCH 03/23] Commit package-lock.json changes

---
 package-lock.json | 150 +++++++++++++++++++++++++++++++++++++++-------
 1 file changed, 130 insertions(+), 20 deletions(-)

diff --git a/package-lock.json b/package-lock.json
index ca55f07b..ddb45fa6 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -1651,8 +1651,9 @@
       "license": "ISC"
     },
     "node_modules/@next/env": {
-      "version": "14.2.5",
-      "license": "MIT"
+      "version": "14.2.12",
+      "resolved": "https://registry.npmjs.org/@next/env/-/env-14.2.12.tgz",
+      "integrity": "sha512-3fP29GIetdwVIfIRyLKM7KrvJaqepv+6pVodEbx0P5CaMLYBtx+7eEg8JYO5L9sveJO87z9eCReceZLi0hxO1Q=="
     },
     "node_modules/@next/eslint-plugin-next": {
       "version": "14.2.5",
@@ -1662,12 +1663,73 @@
         "glob": "10.3.10"
       }
     },
+    "node_modules/@next/swc-darwin-arm64": {
+      "version": "14.2.12",
+      "resolved": "https://registry.npmjs.org/@next/swc-darwin-arm64/-/swc-darwin-arm64-14.2.12.tgz",
+      "integrity": "sha512-crHJ9UoinXeFbHYNok6VZqjKnd8rTd7K3Z2zpyzF1ch7vVNKmhjv/V7EHxep3ILoN8JB9AdRn/EtVVyG9AkCXw==",
+      "cpu": [
+        "arm64"
+      ],
+      "optional": true,
+      "os": [
+        "darwin"
+      ],
+      "engines": {
+        "node": ">= 10"
+      }
+    },
+    "node_modules/@next/swc-darwin-x64": {
+      "version": "14.2.12",
+      "resolved": "https://registry.npmjs.org/@next/swc-darwin-x64/-/swc-darwin-x64-14.2.12.tgz",
+      "integrity": "sha512-JbEaGbWq18BuNBO+lCtKfxl563Uw9oy2TodnN2ioX00u7V1uzrsSUcg3Ep9ce+P0Z9es+JmsvL2/rLphz+Frcw==",
+      "cpu": [
+        "x64"
+      ],
+      "optional": true,
+      "os": [
+        "darwin"
+      ],
+      "engines": {
+        "node": ">= 10"
+      }
+    },
+    "node_modules/@next/swc-linux-arm64-gnu": {
+      "version": "14.2.12",
+      "resolved": "https://registry.npmjs.org/@next/swc-linux-arm64-gnu/-/swc-linux-arm64-gnu-14.2.12.tgz",
+      "integrity": "sha512-qBy7OiXOqZrdp88QEl2H4fWalMGnSCrr1agT/AVDndlyw2YJQA89f3ttR/AkEIP9EkBXXeGl6cC72/EZT5r6rw==",
+      "cpu": [
+        "arm64"
+      ],
+      "optional": true,
+      "os": [
+        "linux"
+      ],
+      "engines": {
+        "node": ">= 10"
+      }
+    },
+    "node_modules/@next/swc-linux-arm64-musl": {
+      "version": "14.2.12",
+      "resolved": "https://registry.npmjs.org/@next/swc-linux-arm64-musl/-/swc-linux-arm64-musl-14.2.12.tgz",
+      "integrity": "sha512-EfD9L7o9biaQxjwP1uWXnk3vYZi64NVcKUN83hpVkKocB7ogJfyH2r7o1pPnMtir6gHZiGCeHKagJ0yrNSLNHw==",
+      "cpu": [
+        "arm64"
+      ],
+      "optional": true,
+      "os": [
+        "linux"
+      ],
+      "engines": {
+        "node": ">= 10"
+      }
+    },
     "node_modules/@next/swc-linux-x64-gnu": {
-      "version": "14.2.5",
+      "version": "14.2.12",
+      "resolved": "https://registry.npmjs.org/@next/swc-linux-x64-gnu/-/swc-linux-x64-gnu-14.2.12.tgz",
+      "integrity": "sha512-iQ+n2pxklJew9IpE47hE/VgjmljlHqtcD5UhZVeHICTPbLyrgPehaKf2wLRNjYH75udroBNCgrSSVSVpAbNoYw==",
       "cpu": [
         "x64"
       ],
-      "license": "MIT",
       "optional": true,
       "os": [
         "linux"
@@ -1677,11 +1739,12 @@
       }
     },
     "node_modules/@next/swc-linux-x64-musl": {
-      "version": "14.2.5",
+      "version": "14.2.12",
+      "resolved": "https://registry.npmjs.org/@next/swc-linux-x64-musl/-/swc-linux-x64-musl-14.2.12.tgz",
+      "integrity": "sha512-rFkUkNwcQ0ODn7cxvcVdpHlcOpYxMeyMfkJuzaT74xjAa5v4fxP4xDk5OoYmPi8QNLDs3UgZPMSBmpBuv9zKWA==",
       "cpu": [
         "x64"
       ],
-      "license": "MIT",
       "optional": true,
       "os": [
         "linux"
@@ -1690,6 +1753,51 @@
         "node": ">= 10"
       }
     },
+    "node_modules/@next/swc-win32-arm64-msvc": {
+      "version": "14.2.12",
+      "resolved": "https://registry.npmjs.org/@next/swc-win32-arm64-msvc/-/swc-win32-arm64-msvc-14.2.12.tgz",
+      "integrity": "sha512-PQFYUvwtHs/u0K85SG4sAdDXYIPXpETf9mcEjWc0R4JmjgMKSDwIU/qfZdavtP6MPNiMjuKGXHCtyhR/M5zo8g==",
+      "cpu": [
+        "arm64"
+      ],
+      "optional": true,
+      "os": [
+        "win32"
+      ],
+      "engines": {
+        "node": ">= 10"
+      }
+    },
+    "node_modules/@next/swc-win32-ia32-msvc": {
+      "version": "14.2.12",
+      "resolved": "https://registry.npmjs.org/@next/swc-win32-ia32-msvc/-/swc-win32-ia32-msvc-14.2.12.tgz",
+      "integrity": "sha512-FAj2hMlcbeCV546eU2tEv41dcJb4NeqFlSXU/xL/0ehXywHnNpaYajOUvn3P8wru5WyQe6cTZ8fvckj/2XN4Vw==",
+      "cpu": [
+        "ia32"
+      ],
+      "optional": true,
+      "os": [
+        "win32"
+      ],
+      "engines": {
+        "node": ">= 10"
+      }
+    },
+    "node_modules/@next/swc-win32-x64-msvc": {
+      "version": "14.2.12",
+      "resolved": "https://registry.npmjs.org/@next/swc-win32-x64-msvc/-/swc-win32-x64-msvc-14.2.12.tgz",
+      "integrity": "sha512-yu8QvV53sBzoIVRHsxCHqeuS8jYq6Lrmdh0briivuh+Brsp6xjg80MAozUsBTAV9KNmY08KlX0KYTWz1lbPzEg==",
+      "cpu": [
+        "x64"
+      ],
+      "optional": true,
+      "os": [
+        "win32"
+      ],
+      "engines": {
+        "node": ">= 10"
+      }
+    },
     "node_modules/@nextui-org/accordion": {
       "version": "2.0.38",
       "license": "MIT",
@@ -10010,8 +10118,9 @@
       }
     },
     "node_modules/micromatch": {
-      "version": "4.0.7",
-      "license": "MIT",
+      "version": "4.0.8",
+      "resolved": "https://registry.npmjs.org/micromatch/-/micromatch-4.0.8.tgz",
+      "integrity": "sha512-PXwfBhYu0hBCPw8Dn0E+WDYb7af3dSLVWKi3HGv84IdF4TyFoC0ysxFd0Goxw7nSv4T/PzEJQxsYsEiFCKo2BA==",
       "dependencies": {
         "braces": "^3.0.3",
         "picomatch": "^2.3.1"
@@ -10166,10 +10275,11 @@
       "license": "MIT"
     },
     "node_modules/next": {
-      "version": "14.2.5",
-      "license": "MIT",
+      "version": "14.2.12",
+      "resolved": "https://registry.npmjs.org/next/-/next-14.2.12.tgz",
+      "integrity": "sha512-cDOtUSIeoOvt1skKNihdExWMTybx3exnvbFbb9ecZDIxlvIbREQzt9A5Km3Zn3PfU+IFjyYGsHS+lN9VInAGKA==",
       "dependencies": {
-        "@next/env": "14.2.5",
+        "@next/env": "14.2.12",
         "@swc/helpers": "0.5.5",
         "busboy": "1.6.0",
         "caniuse-lite": "^1.0.30001579",
@@ -10184,15 +10294,15 @@
         "node": ">=18.17.0"
       },
       "optionalDependencies": {
-        "@next/swc-darwin-arm64": "14.2.5",
-        "@next/swc-darwin-x64": "14.2.5",
-        "@next/swc-linux-arm64-gnu": "14.2.5",
-        "@next/swc-linux-arm64-musl": "14.2.5",
-        "@next/swc-linux-x64-gnu": "14.2.5",
-        "@next/swc-linux-x64-musl": "14.2.5",
-        "@next/swc-win32-arm64-msvc": "14.2.5",
-        "@next/swc-win32-ia32-msvc": "14.2.5",
-        "@next/swc-win32-x64-msvc": "14.2.5"
+        "@next/swc-darwin-arm64": "14.2.12",
+        "@next/swc-darwin-x64": "14.2.12",
+        "@next/swc-linux-arm64-gnu": "14.2.12",
+        "@next/swc-linux-arm64-musl": "14.2.12",
+        "@next/swc-linux-x64-gnu": "14.2.12",
+        "@next/swc-linux-x64-musl": "14.2.12",
+        "@next/swc-win32-arm64-msvc": "14.2.12",
+        "@next/swc-win32-ia32-msvc": "14.2.12",
+        "@next/swc-win32-x64-msvc": "14.2.12"
       },
       "peerDependencies": {
         "@opentelemetry/api": "^1.1.0",

From 20412c49dc0c9332b87bd0155099aabef7eba72d Mon Sep 17 00:00:00 2001
From: nlebovits <nissim.lebovits@vanderbilt.edu>
Date: Thu, 19 Sep 2024 10:33:54 -0400
Subject: [PATCH 04/23] Temporarily ignore package-lock.json in feature branch

---
 .github/workflows/build.yml | 26 ++++++++++++++++++++++++++
 .gitignore                  |  4 ++++
 sonar-project.properties    |  1 +
 3 files changed, 31 insertions(+)
 create mode 100644 .github/workflows/build.yml
 create mode 100644 sonar-project.properties

diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
new file mode 100644
index 00000000..a289fb3c
--- /dev/null
+++ b/.github/workflows/build.yml
@@ -0,0 +1,26 @@
+name: Build
+
+on:
+  push:
+    branches:
+      - main
+
+jobs:
+  build:
+    name: Build and analyze
+    runs-on: ubuntu-latest
+
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          fetch-depth: 0 # Shallow clones should be disabled for a better relevancy of analysis
+      - uses: sonarsource/sonarqube-scan-action@master
+        env:
+          SONAR_TOKEN: ${{ secrets.SONAR_TOKEN }}
+          SONAR_HOST_URL: ${{ secrets.SONAR_HOST_URL }}
+      # If you wish to fail your job when the Quality Gate is red, uncomment the
+      # following lines. This would typically be used to fail a deployment.
+      # - uses: sonarsource/sonarqube-quality-gate-action@master
+      #   timeout-minutes: 5
+      #   env:
+      #     SONAR_TOKEN: ${{ secrets.SONAR_TOKEN }}
diff --git a/.gitignore b/.gitignore
index 09f01eff..e0f42dbf 100644
--- a/.gitignore
+++ b/.gitignore
@@ -61,3 +61,7 @@ data/src/app/service-account-key.json
 # awkde build files
 data/src/awkde/build/
 tmp/
+Unknown command: "error"
+
+To see a list of supported npm commands, run:
+  npm help
diff --git a/sonar-project.properties b/sonar-project.properties
new file mode 100644
index 00000000..c3594fab
--- /dev/null
+++ b/sonar-project.properties
@@ -0,0 +1 @@
+sonar.projectKey=clean-green-philly
\ No newline at end of file

From bd03f247b1625d7a431488cb52f41b8069b0c841 Mon Sep 17 00:00:00 2001
From: nlebovits <nissim.lebovits@vanderbilt.edu>
Date: Thu, 19 Sep 2024 10:34:00 -0400
Subject: [PATCH 05/23] Temporarily ignore package-lock.json in feature branch

---
 .gitignore | 1 +
 1 file changed, 1 insertion(+)

diff --git a/.gitignore b/.gitignore
index e0f42dbf..bda38bbc 100644
--- a/.gitignore
+++ b/.gitignore
@@ -65,3 +65,4 @@ Unknown command: "error"
 
 To see a list of supported npm commands, run:
   npm help
+package-lock.json

From e610f525f743997bc4b25f530b3732873a6d0d9d Mon Sep 17 00:00:00 2001
From: nlebovits <nissim.lebovits@vanderbilt.edu>
Date: Thu, 19 Sep 2024 10:36:04 -0400
Subject: [PATCH 06/23] don't ignore package-lock.json

---
 .gitignore | 7 +------
 1 file changed, 1 insertion(+), 6 deletions(-)

diff --git a/.gitignore b/.gitignore
index bda38bbc..0f55d1bc 100644
--- a/.gitignore
+++ b/.gitignore
@@ -60,9 +60,4 @@ data/src/app/service-account-key.json
 
 # awkde build files
 data/src/awkde/build/
-tmp/
-Unknown command: "error"
-
-To see a list of supported npm commands, run:
-  npm help
-package-lock.json
+tmp/
\ No newline at end of file

From e6823941565552d9c48e6ebde471a06d75a20384 Mon Sep 17 00:00:00 2001
From: nlebovits <nissim.lebovits@vanderbilt.edu>
Date: Thu, 19 Sep 2024 10:37:18 -0400
Subject: [PATCH 07/23] change build on branch to staging

---
 .github/workflows/build.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
index a289fb3c..4d162455 100644
--- a/.github/workflows/build.yml
+++ b/.github/workflows/build.yml
@@ -3,7 +3,7 @@ name: Build
 on:
   push:
     branches:
-      - main
+      - staging
 
 jobs:
   build:

From 274892a7f10c11c1e3a7f933be4adc65558633d6 Mon Sep 17 00:00:00 2001
From: nlebovits <nissim.lebovits@vanderbilt.edu>
Date: Thu, 19 Sep 2024 10:42:48 -0400
Subject: [PATCH 08/23] Test sonarqube config

---
 src/components/Footer.tsx | 1 +
 1 file changed, 1 insertion(+)

diff --git a/src/components/Footer.tsx b/src/components/Footer.tsx
index d62360bd..22955d3a 100644
--- a/src/components/Footer.tsx
+++ b/src/components/Footer.tsx
@@ -79,3 +79,4 @@ const Footer = () => {
 };
 
 export default Footer;
+//Test sonarqube config

From dd485f0d77306306d1b0d7fed54beaf883245767 Mon Sep 17 00:00:00 2001
From: nlebovits <nissim.lebovits@vanderbilt.edu>
Date: Thu, 19 Sep 2024 11:44:59 -0400
Subject: [PATCH 09/23] remove sonarqube setup

---
 .github/workflows/build.yml | 26 --------------------------
 sonar-project.properties    |  1 -
 2 files changed, 27 deletions(-)
 delete mode 100644 .github/workflows/build.yml
 delete mode 100644 sonar-project.properties

diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
deleted file mode 100644
index 4d162455..00000000
--- a/.github/workflows/build.yml
+++ /dev/null
@@ -1,26 +0,0 @@
-name: Build
-
-on:
-  push:
-    branches:
-      - staging
-
-jobs:
-  build:
-    name: Build and analyze
-    runs-on: ubuntu-latest
-
-    steps:
-      - uses: actions/checkout@v4
-        with:
-          fetch-depth: 0 # Shallow clones should be disabled for a better relevancy of analysis
-      - uses: sonarsource/sonarqube-scan-action@master
-        env:
-          SONAR_TOKEN: ${{ secrets.SONAR_TOKEN }}
-          SONAR_HOST_URL: ${{ secrets.SONAR_HOST_URL }}
-      # If you wish to fail your job when the Quality Gate is red, uncomment the
-      # following lines. This would typically be used to fail a deployment.
-      # - uses: sonarsource/sonarqube-quality-gate-action@master
-      #   timeout-minutes: 5
-      #   env:
-      #     SONAR_TOKEN: ${{ secrets.SONAR_TOKEN }}
diff --git a/sonar-project.properties b/sonar-project.properties
deleted file mode 100644
index c3594fab..00000000
--- a/sonar-project.properties
+++ /dev/null
@@ -1 +0,0 @@
-sonar.projectKey=clean-green-philly
\ No newline at end of file

From 1d7374b1815b0fcd09a569de43818638b4d73a02 Mon Sep 17 00:00:00 2001
From: nlebovits <nissim.lebovits@vanderbilt.edu>
Date: Thu, 19 Sep 2024 12:55:56 -0400
Subject: [PATCH 10/23] fix issue with how negligent devs are identified; add
 property counts for city owners

---
 data/src/data_utils/negligent_devs.py | 110 +++++++++++++++++++++-----
 1 file changed, 92 insertions(+), 18 deletions(-)

diff --git a/data/src/data_utils/negligent_devs.py b/data/src/data_utils/negligent_devs.py
index 73558ef4..486a6cb8 100644
--- a/data/src/data_utils/negligent_devs.py
+++ b/data/src/data_utils/negligent_devs.py
@@ -1,40 +1,114 @@
+import re
+
+import pandas as pd
+
+replacements = {
+    "STREET": "ST",
+    "AVENUE": "AVE",
+    "ROAD": "RD",
+    "BOULEVARD": "BLVD",
+    "PLACE": "PL",
+    "FLOOR": "FL",
+    "FLR": "FL",
+    "FIRST": "1ST",
+    "SECOND": "2ND",
+    "THIRD": "3RD",
+    "FOURTH": "4TH",
+    "FIFTH": "5TH",
+    "SIXTH": "6TH",
+    "SEVENTH": "7TH",
+    "EIGHTH": "8TH",
+    "NINTH": "9TH",
+    "NORTH": "N",
+    "SOUTH": "S",
+    "EAST": "E",
+    "WEST": "W",
+    "SUITE": "STE",
+    "LA": "LN",
+    "LANE": "LN",
+    "PARKWAY": "PKY",
+}
+
+
+def standardize_street(street):
+    if not isinstance(street, str):
+        return ""
+    for full, abbr in replacements.items():
+        street = re.sub(r"\b{}\b".format(full), abbr, street, flags=re.IGNORECASE)
+    return street
+
+
+def create_standardized_address(row):
+    parts = [
+        row["mailing_address_1"].strip(),
+        row["mailing_address_2"].strip(),
+        row["mailing_street"].strip(),
+        row["mailing_city_state"].strip(),
+        row["mailing_zip"].strip(),
+    ]
+    standardized_address = ", ".join(part for part in parts if part)
+    return standardized_address.lower()
+
+
 def negligent_devs(primary_featurelayer):
     devs = primary_featurelayer.gdf
+    city_owners = devs[~devs["city_owner_agency"].isna()]
+    non_city_owners = devs[devs["city_owner_agency"].isna()]
 
-    devs = devs[devs["city_owner_agency"].isna()]
-
-    devs["full_mailing_address"] = (
-        devs["mailing_address_1"].str.strip()
-        + ", "
-        + devs["mailing_street"].str.strip()
-        + ", "
-        + devs["mailing_city_state"].str.strip()
-        + ", "
-        + devs["mailing_zip"].str.strip()
+    non_city_owners["mailing_street"] = (
+        non_city_owners["mailing_street"].astype(str).apply(standardize_street)
+    )
+    for term in ["ST", "AVE", "RD", "BLVD"]:
+        non_city_owners["mailing_street"] = non_city_owners["mailing_street"].replace(
+            regex={f"{term}.*": term}
+        )
+    non_city_owners["mailing_address_1"] = non_city_owners["mailing_address_1"].fillna(
+        ""
     )
+    non_city_owners["mailing_address_2"] = non_city_owners["mailing_address_2"].fillna(
+        ""
+    )
+    non_city_owners["mailing_street"] = non_city_owners["mailing_street"].fillna("")
+    non_city_owners["mailing_city_state"] = non_city_owners[
+        "mailing_city_state"
+    ].fillna("")
+    non_city_owners["mailing_zip"] = non_city_owners["mailing_zip"].fillna("")
 
-    devs["standardized_address"] = devs["full_mailing_address"].str.lower().str.strip()
+    non_city_owners["standardized_address"] = non_city_owners.apply(
+        create_standardized_address, axis=1
+    )
 
     address_counts = (
-        devs.groupby("standardized_address").size().reset_index(name="property_count")
+        non_city_owners.groupby("standardized_address")
+        .size()
+        .reset_index(name="property_count")
     )
-
     sorted_address_counts = address_counts.sort_values(
         by="property_count", ascending=False
     )
 
-    devs = devs.merge(sorted_address_counts, on="standardized_address", how="left")
+    non_city_owners = non_city_owners.merge(
+        sorted_address_counts, on="standardized_address", how="left"
+    )
 
-    primary_featurelayer.gdf = primary_featurelayer.gdf.merge(
-        devs[["opa_id", "property_count"]], on="opa_id", how="left"
+    city_owner_counts = (
+        city_owners.groupby("city_owner_agency")
+        .size()
+        .reset_index(name="property_count")
+    )
+    city_owners = city_owners.merge(
+        city_owner_counts, on="city_owner_agency", how="left"
     )
 
+    devs_combined = pd.concat([city_owners, non_city_owners], axis=0)
+    primary_featurelayer.gdf = primary_featurelayer.gdf.merge(
+        devs_combined[["opa_id", "property_count"]], on="opa_id", how="left"
+    )
     primary_featurelayer.gdf.rename(
         columns={"property_count": "n_properties_owned"}, inplace=True
     )
-
     primary_featurelayer.gdf["negligent_dev"] = (
         primary_featurelayer.gdf["n_properties_owned"] > 5
-    )
+    ) & (primary_featurelayer.gdf["city_owner_agency"].isna())
 
     return primary_featurelayer

From 4e4ae40bd57d7f42f48b9ce356f47292de12b99f Mon Sep 17 00:00:00 2001
From: nlebovits <nissim.lebovits@vanderbilt.edu>
Date: Thu, 19 Sep 2024 14:41:28 -0400
Subject: [PATCH 11/23] improve how percentiles are reported

---
 data/src/data_utils/drug_crimes.py | 43 ++++++++++++++++++++----------
 data/src/data_utils/gun_crimes.py  | 43 ++++++++++++++++++++----------
 2 files changed, 58 insertions(+), 28 deletions(-)

diff --git a/data/src/data_utils/drug_crimes.py b/data/src/data_utils/drug_crimes.py
index 062b6a63..1602c290 100644
--- a/data/src/data_utils/drug_crimes.py
+++ b/data/src/data_utils/drug_crimes.py
@@ -4,11 +4,10 @@
 import rasterio
 from awkde.awkde import GaussianKDE
 from classes.featurelayer import FeatureLayer
+from config.config import USE_CRS
 from constants.services import DRUGCRIME_SQL_QUERY
 from rasterio.transform import Affine
 
-from config.config import USE_CRS
-
 
 def drug_crimes(primary_featurelayer):
     # Initialize gun_crimes object
@@ -30,9 +29,10 @@ def drug_crimes(primary_featurelayer):
 
     # Generate grid for plotting
     grid_length = 2500
-    
-    x_grid, y_grid = np.linspace(x.min(), x.max(), grid_length), np.linspace(
-        y.min(), y.max(), grid_length
+
+    x_grid, y_grid = (
+        np.linspace(x.min(), x.max(), grid_length),
+        np.linspace(y.min(), y.max(), grid_length),
     )
     xx, yy = np.meshgrid(x_grid, y_grid)
     grid_points = np.array([xx.ravel(), yy.ravel()]).T
@@ -90,21 +90,36 @@ def drug_crimes(primary_featurelayer):
 
     primary_featurelayer.gdf["drugcrime_density"] = sampled_values
 
+    percentile_breaks = list(range(101))  # [0, 1, 2, ..., 100]
+
     drugcrime_classifier = mapclassify.Percentiles(
-        primary_featurelayer.gdf["drugcrime_density"], pct=[50, 75, 90, 95, 99, 100]
+        primary_featurelayer.gdf["drugcrime_density"], pct=percentile_breaks
     )
-    primary_featurelayer.gdf["drugcrime_density"] = primary_featurelayer.gdf[
+
+    primary_featurelayer.gdf["drugcrime_density_percentile"] = primary_featurelayer.gdf[
         "drugcrime_density"
     ].apply(drugcrime_classifier)
-    primary_featurelayer.gdf["drugcrime_density"] = primary_featurelayer.gdf[
-        "drugcrime_density"
+
+    def label_percentile(value):
+        if value == 1:
+            return "1st Percentile"
+        elif value == 2:
+            return "2nd Percentile"
+        elif value == 3:
+            return "3rd Percentile"
+        else:
+            return f"{value}th Percentile"
+
+    primary_featurelayer.gdf["drugcrime_density_label"] = primary_featurelayer.gdf[
+        "drugcrime_density_percentile"
+    ].apply(label_percentile)
+
+    primary_featurelayer.gdf["drugcrime_density_percentile"] = primary_featurelayer.gdf[
+        "drugcrime_density_percentile"
     ].astype(float)
 
-    primary_featurelayer.gdf["drugcrime_density"] = primary_featurelayer.gdf[
-        "drugcrime_density"
-    ].replace(
-        [0, 1, 2, 3, 4, 5],
-        ["Bottom 50%", "Top 50%", "Top 25%", "Top 10%", "Top 5%", "Top 1%"],
+    primary_featurelayer.gdf = primary_featurelayer.gdf.drop(
+        columns=["drugcrime_density"]
     )
 
     return primary_featurelayer
diff --git a/data/src/data_utils/gun_crimes.py b/data/src/data_utils/gun_crimes.py
index 64da9a40..1180cdc1 100644
--- a/data/src/data_utils/gun_crimes.py
+++ b/data/src/data_utils/gun_crimes.py
@@ -4,11 +4,10 @@
 import rasterio
 from awkde.awkde import GaussianKDE
 from classes.featurelayer import FeatureLayer
+from config.config import USE_CRS
 from constants.services import GUNCRIME_SQL_QUERY
 from rasterio.transform import Affine
 
-from config.config import USE_CRS
-
 
 def gun_crimes(primary_featurelayer):
     # Initialize gun_crimes object
@@ -28,9 +27,10 @@ def gun_crimes(primary_featurelayer):
 
     # Generate grid for plotting
     grid_length = 2500
-    
-    x_grid, y_grid = np.linspace(x.min(), x.max(), grid_length), np.linspace(
-        y.min(), y.max(), grid_length
+
+    x_grid, y_grid = (
+        np.linspace(x.min(), x.max(), grid_length),
+        np.linspace(y.min(), y.max(), grid_length),
     )
     xx, yy = np.meshgrid(x_grid, y_grid)
     grid_points = np.array([xx.ravel(), yy.ravel()]).T
@@ -88,21 +88,36 @@ def gun_crimes(primary_featurelayer):
 
     primary_featurelayer.gdf["guncrime_density"] = sampled_values
 
+    percentile_breaks = list(range(101))  # [0, 1, 2, ..., 100]
+
     guncrime_classifier = mapclassify.Percentiles(
-        primary_featurelayer.gdf["guncrime_density"], pct=[50, 75, 90, 95, 99, 100]
+        primary_featurelayer.gdf["guncrime_density"], pct=percentile_breaks
     )
-    primary_featurelayer.gdf["guncrime_density"] = primary_featurelayer.gdf[
+
+    primary_featurelayer.gdf["guncrime_density_percentile"] = primary_featurelayer.gdf[
         "guncrime_density"
     ].apply(guncrime_classifier)
-    primary_featurelayer.gdf["guncrime_density"] = primary_featurelayer.gdf[
-        "guncrime_density"
+
+    def label_percentile(value):
+        if value == 1:
+            return "1st Percentile"
+        elif value == 2:
+            return "2nd Percentile"
+        elif value == 3:
+            return "3rd Percentile"
+        else:
+            return f"{value}th Percentile"
+
+    primary_featurelayer.gdf["guncrime_density_label"] = primary_featurelayer.gdf[
+        "guncrime_density_percentile"
+    ].apply(label_percentile)
+
+    primary_featurelayer.gdf["guncrime_density_percentile"] = primary_featurelayer.gdf[
+        "guncrime_density_percentile"
     ].astype(float)
 
-    primary_featurelayer.gdf["guncrime_density"] = primary_featurelayer.gdf[
-        "guncrime_density"
-    ].replace(
-        [0, 1, 2, 3, 4, 5],
-        ["Bottom 50%", "Top 50%", "Top 25%", "Top 10%", "Top 5%", "Top 1%"],
+    primary_featurelayer.gdf = primary_featurelayer.gdf.drop(
+        columns=["guncrime_density"]
     )
 
     return primary_featurelayer

From 3b575420a6cf831209c9242a2653755612b0e2d1 Mon Sep 17 00:00:00 2001
From: nlebovits <nissim.lebovits@vanderbilt.edu>
Date: Thu, 19 Sep 2024 14:42:06 -0400
Subject: [PATCH 12/23] trim unndeeded fields; fix issues with .iloc

---
 data/src/classes/featurelayer.py             | 52 +++++++++++++-------
 data/src/data_utils/city_owned_properties.py | 50 +++++++++++++------
 data/src/data_utils/deliquencies.py          |  4 +-
 data/src/data_utils/imm_dang_buildings.py    | 10 ++--
 data/src/data_utils/negligent_devs.py        | 52 ++++++++++++--------
 data/src/data_utils/phs_properties.py        |  6 ++-
 data/src/data_utils/priority_level.py        | 13 ++---
 data/src/data_utils/rco_geoms.py             | 12 +++--
 data/src/data_utils/unsafe_buildings.py      | 10 ++--
 data/src/script.py                           | 13 ++---
 10 files changed, 141 insertions(+), 81 deletions(-)

diff --git a/data/src/classes/featurelayer.py b/data/src/classes/featurelayer.py
index a3afc72f..6409ddee 100644
--- a/data/src/classes/featurelayer.py
+++ b/data/src/classes/featurelayer.py
@@ -1,21 +1,28 @@
+import logging as log
 import os
 import subprocess
 import traceback
-import sqlalchemy as sa
-import logging as log
+
 import geopandas as gpd
 import pandas as pd
 import requests
+import sqlalchemy as sa
+from config.config import (
+    FORCE_RELOAD,
+    USE_CRS,
+    log_level,
+    min_tiles_file_size_in_bytes,
+    write_production_tiles_file,
+)
 from config.psql import conn, local_engine
 from esridump.dumper import EsriDumper
 from google.cloud import storage
 from google.cloud.storage.bucket import Bucket
 from shapely import Point, wkb
 
-from config.config import FORCE_RELOAD, USE_CRS, write_production_tiles_file, min_tiles_file_size_in_bytes, log_level
-
 log.basicConfig(level=log_level)
 
+
 def google_cloud_bucket() -> Bucket:
     """Build the google cloud bucket with name configured in your environ or default of cleanandgreenphl
 
@@ -23,18 +30,20 @@ def google_cloud_bucket() -> Bucket:
         Bucket: the gcp bucket
     """
     credentials_path = os.path.expanduser("/app/service-account-key.json")
-    
+
     if not os.path.exists(credentials_path):
         raise FileNotFoundError(f"Credentials file not found at {credentials_path}")
-    
+
     os.environ["GOOGLE_APPLICATION_CREDENTIALS"] = credentials_path
     bucket_name = os.getenv("GOOGLE_CLOUD_BUCKET_NAME", "cleanandgreenphl")
-    
+
     storage_client = storage.Client(project="clean-and-green-philly")
     return storage_client.bucket(bucket_name)
 
+
 bucket = google_cloud_bucket()
 
+
 class FeatureLayer:
     """
     FeatureLayer is a class to represent a GIS dataset. It can be initialized with a URL to an Esri Feature Service, a SQL query to Carto, or a GeoDataFrame.
@@ -50,7 +59,7 @@ def __init__(
         force_reload=FORCE_RELOAD,
         from_xy=False,
         use_wkb_geom_field=None,
-        cols: list[str] = None
+        cols: list[str] = None,
     ):
         self.name = name
         self.esri_rest_urls = (
@@ -230,7 +239,7 @@ def spatial_join(self, other_layer, how="left", predicate="intersects"):
         self.gdf.drop_duplicates(inplace=True)
 
         # Coerce opa_id to integer and drop rows where opa_id is null or non-numeric
-        self.gdf["opa_id"] = pd.to_numeric(self.gdf["opa_id"], errors="coerce")
+        self.gdf.loc[:, "opa_id"] = pd.to_numeric(self.gdf["opa_id"], errors="coerce")
         self.gdf = self.gdf.dropna(subset=["opa_id"])
 
     def opa_join(self, other_df, opa_column):
@@ -239,11 +248,13 @@ def opa_join(self, other_df, opa_column):
         """
 
         # Coerce opa_column to integer and drop rows where opa_column is null or non-numeric
-        other_df[opa_column] = pd.to_numeric(other_df[opa_column], errors="coerce")
+        other_df.loc[:, opa_column] = pd.to_numeric(
+            other_df[opa_column], errors="coerce"
+        )
         other_df = other_df.dropna(subset=[opa_column])
 
         # Coerce opa_id to integer and drop rows where opa_id is null or non-numeric
-        self.gdf["opa_id"] = pd.to_numeric(self.gdf["opa_id"], errors="coerce")
+        self.gdf.loc[:, "opa_id"] = pd.to_numeric(self.gdf["opa_id"], errors="coerce")
         self.gdf = self.gdf.dropna(subset=["opa_id"])
 
         # Perform the merge
@@ -253,13 +264,14 @@ def opa_join(self, other_df, opa_column):
 
         # Check if 'geometry' column exists in both dataframes and clean up
         if "geometry_x" in joined.columns and "geometry_y" in joined.columns:
-            joined = joined.drop(columns=["geometry_y"])
+            joined = joined.drop(columns=["geometry_y"]).copy()  # Ensure a full copy
             joined = joined.rename(columns={"geometry_x": "geometry"})
 
         if opa_column != "opa_id":
             joined = joined.drop(columns=[opa_column])
 
-        self.gdf = joined
+        # Assign the joined DataFrame to self.gdf as a full copy
+        self.gdf = joined.copy()
         self.rebuild_gdf()
 
     def rebuild_gdf(self):
@@ -270,7 +282,7 @@ def create_centroid_gdf(self):
         Convert the geometry of the GeoDataFrame to centroids.
         """
         self.centroid_gdf = self.gdf.copy()
-        self.centroid_gdf["geometry"] = self.gdf["geometry"].centroid
+        self.centroid_gdf.loc[:, "geometry"] = self.gdf["geometry"].centroid
 
     def build_and_publish_pmtiles(self, tileset_id):
         zoom_threshold = 13
@@ -336,17 +348,19 @@ def build_and_publish_pmtiles(self, tileset_id):
             subprocess.run(command)
 
         write_files = [f"{tileset_id}_staging.pmtiles"]
-        
+
         if write_production_tiles_file:
             write_files.append(f"{tileset_id}.pmtiles")
-        
+
         # check whether the temp saved tiles files is big enough.
         # If not then it might be corrupted so log error and don't upload to gcp.
         file_size = os.stat(temp_merged_pmtiles).st_size
         if file_size < min_tiles_file_size_in_bytes:
-            raise ValueError(f"{temp_merged_pmtiles} is {file_size} bytes in size but should be at least {min_tiles_file_size_in_bytes}.  Therefore, we are not uploading any files to the GCP bucket.  The file may be corrupt or incomplete.")
-        
+            raise ValueError(
+                f"{temp_merged_pmtiles} is {file_size} bytes in size but should be at least {min_tiles_file_size_in_bytes}.  Therefore, we are not uploading any files to the GCP bucket.  The file may be corrupt or incomplete."
+            )
+
         # Upload to Google Cloud Storage
         for file in write_files:
             blob = bucket.blob(file)
-            blob.upload_from_filename(temp_merged_pmtiles)
\ No newline at end of file
+            blob.upload_from_filename(temp_merged_pmtiles)
diff --git a/data/src/data_utils/city_owned_properties.py b/data/src/data_utils/city_owned_properties.py
index d0397776..602871d7 100644
--- a/data/src/data_utils/city_owned_properties.py
+++ b/data/src/data_utils/city_owned_properties.py
@@ -18,26 +18,46 @@ def city_owned_properties(primary_featurelayer):
         "sideyardeligible": "side_yard_eligible",
     }
     primary_featurelayer.gdf.rename(columns=rename_columns, inplace=True)
-    
-    primary_featurelayer.gdf.loc[primary_featurelayer.gdf['owner_1'].isin(["PHILADELPHIA HOUSING AUTH", "PHILADELPHIA LAND BANK", "REDEVELOPMENT AUTHORITY", "PHILA REDEVELOPMENT AUTH"]), 'city_owner_agency'] = primary_featurelayer.gdf["owner_1"].replace({
-        "PHILADELPHIA HOUSING AUTH": "PHA",
-        "PHILADELPHIA LAND BANK": "Land Bank (PHDC)",
-        "REDEVELOPMENT AUTHORITY": "PRA",
-        "PHILA REDEVELOPMENT AUTH": "PRA"
-    })
 
     primary_featurelayer.gdf.loc[
-        (primary_featurelayer.gdf['owner_1'] == "CITY OF PHILA") & 
-        (primary_featurelayer.gdf['owner_2'].str.contains("PUBLIC PROP|PUBLC PROP", na=False)), 
-        'city_owner_agency'
+        primary_featurelayer.gdf["owner_1"].isin(
+            [
+                "PHILADELPHIA HOUSING AUTH",
+                "PHILADELPHIA LAND BANK",
+                "REDEVELOPMENT AUTHORITY",
+                "PHILA REDEVELOPMENT AUTH",
+            ]
+        ),
+        "city_owner_agency",
+    ] = primary_featurelayer.gdf["owner_1"].replace(
+        {
+            "PHILADELPHIA HOUSING AUTH": "PHA",
+            "PHILADELPHIA LAND BANK": "Land Bank (PHDC)",
+            "REDEVELOPMENT AUTHORITY": "PRA",
+            "PHILA REDEVELOPMENT AUTH": "PRA",
+        }
+    )
+
+    primary_featurelayer.gdf.loc[
+        (primary_featurelayer.gdf["owner_1"] == "CITY OF PHILA")
+        & (
+            primary_featurelayer.gdf["owner_2"].str.contains(
+                "PUBLIC PROP|PUBLC PROP", na=False
+            )
+        ),
+        "city_owner_agency",
     ] = "DPP"
-    
+
     primary_featurelayer.gdf.loc[
-        primary_featurelayer.gdf['owner_1'].isin(["CITY OF PHILADELPHIA", "CITY OF PHILA"]) & 
-        primary_featurelayer.gdf['owner_2'].isna(), 
-        'city_owner_agency'
+        primary_featurelayer.gdf["owner_1"].isin(
+            ["CITY OF PHILADELPHIA", "CITY OF PHILA"]
+        )
+        & primary_featurelayer.gdf["owner_2"].isna(),
+        "city_owner_agency",
     ] = "City of Philadelphia"
 
-    primary_featurelayer.gdf["side_yard_eligible"].fillna("No", inplace=True)
+    primary_featurelayer.gdf.loc[:, "side_yard_eligible"] = primary_featurelayer.gdf[
+        "side_yard_eligible"
+    ].fillna("No")
 
     return primary_featurelayer
diff --git a/data/src/data_utils/deliquencies.py b/data/src/data_utils/deliquencies.py
index 96997760..16f8f205 100644
--- a/data/src/data_utils/deliquencies.py
+++ b/data/src/data_utils/deliquencies.py
@@ -24,6 +24,8 @@ def deliquencies(primary_featurelayer):
         "opa_number",
     )
 
-    primary_featurelayer.gdf["sheriff_sale"].fillna("N", inplace=True)
+    primary_featurelayer.gdf.loc[:, "sheriff_sale"] = primary_featurelayer.gdf[
+        "sheriff_sale"
+    ].fillna("N")
 
     return primary_featurelayer
diff --git a/data/src/data_utils/imm_dang_buildings.py b/data/src/data_utils/imm_dang_buildings.py
index dbcfdc5f..7e7041ba 100644
--- a/data/src/data_utils/imm_dang_buildings.py
+++ b/data/src/data_utils/imm_dang_buildings.py
@@ -10,10 +10,10 @@ def imm_dang_buildings(primary_featurelayer):
         cols=["opa_account_num"],
     )
 
-    imm_dang_buildings.gdf["imm_dang_building"] = "Y"
+    imm_dang_buildings.gdf.loc[:, "imm_dang_building"] = "Y"
 
-    imm_dang_buildings.gdf.rename(
-        columns={"opa_account_num": "opa_number"}, inplace=True
+    imm_dang_buildings.gdf = imm_dang_buildings.gdf.rename(
+        columns={"opa_account_num": "opa_number"}
     )
 
     primary_featurelayer.opa_join(
@@ -21,6 +21,8 @@ def imm_dang_buildings(primary_featurelayer):
         "opa_number",
     )
 
-    primary_featurelayer.gdf["imm_dang_building"].fillna("N", inplace=True)
+    primary_featurelayer.gdf.loc[:, "imm_dang_building"] = primary_featurelayer.gdf[
+        "imm_dang_building"
+    ].fillna("N")
 
     return primary_featurelayer
diff --git a/data/src/data_utils/negligent_devs.py b/data/src/data_utils/negligent_devs.py
index 486a6cb8..ba601cd0 100644
--- a/data/src/data_utils/negligent_devs.py
+++ b/data/src/data_utils/negligent_devs.py
@@ -40,41 +40,51 @@ def standardize_street(street):
 
 def create_standardized_address(row):
     parts = [
-        row["mailing_address_1"].strip(),
-        row["mailing_address_2"].strip(),
-        row["mailing_street"].strip(),
-        row["mailing_city_state"].strip(),
-        row["mailing_zip"].strip(),
+        row["mailing_address_1"].strip()
+        if pd.notnull(row["mailing_address_1"])
+        else "",
+        row["mailing_address_2"].strip()
+        if pd.notnull(row["mailing_address_2"])
+        else "",
+        row["mailing_street"].strip() if pd.notnull(row["mailing_street"]) else "",
+        row["mailing_city_state"].strip()
+        if pd.notnull(row["mailing_city_state"])
+        else "",
+        row["mailing_zip"].strip() if pd.notnull(row["mailing_zip"]) else "",
     ]
-    standardized_address = ", ".join(part for part in parts if part)
+    standardized_address = ", ".join([part for part in parts if part])
     return standardized_address.lower()
 
 
 def negligent_devs(primary_featurelayer):
     devs = primary_featurelayer.gdf
-    city_owners = devs[~devs["city_owner_agency"].isna()]
-    non_city_owners = devs[devs["city_owner_agency"].isna()]
+    city_owners = devs.loc[~devs["city_owner_agency"].isna()].copy()
+    non_city_owners = devs.loc[devs["city_owner_agency"].isna()].copy()
 
-    non_city_owners["mailing_street"] = (
+    non_city_owners.loc[:, "mailing_street"] = (
         non_city_owners["mailing_street"].astype(str).apply(standardize_street)
     )
+
     for term in ["ST", "AVE", "RD", "BLVD"]:
-        non_city_owners["mailing_street"] = non_city_owners["mailing_street"].replace(
-            regex={f"{term}.*": term}
-        )
-    non_city_owners["mailing_address_1"] = non_city_owners["mailing_address_1"].fillna(
-        ""
-    )
-    non_city_owners["mailing_address_2"] = non_city_owners["mailing_address_2"].fillna(
+        non_city_owners.loc[:, "mailing_street"] = non_city_owners[
+            "mailing_street"
+        ].replace(regex={f"{term}.*": term})
+
+    non_city_owners.loc[:, "mailing_address_1"] = non_city_owners[
+        "mailing_address_1"
+    ].fillna("")
+    non_city_owners.loc[:, "mailing_address_2"] = non_city_owners[
+        "mailing_address_2"
+    ].fillna("")
+    non_city_owners.loc[:, "mailing_street"] = non_city_owners["mailing_street"].fillna(
         ""
     )
-    non_city_owners["mailing_street"] = non_city_owners["mailing_street"].fillna("")
-    non_city_owners["mailing_city_state"] = non_city_owners[
+    non_city_owners.loc[:, "mailing_city_state"] = non_city_owners[
         "mailing_city_state"
     ].fillna("")
-    non_city_owners["mailing_zip"] = non_city_owners["mailing_zip"].fillna("")
+    non_city_owners.loc[:, "mailing_zip"] = non_city_owners["mailing_zip"].fillna("")
 
-    non_city_owners["standardized_address"] = non_city_owners.apply(
+    non_city_owners.loc[:, "standardized_address"] = non_city_owners.apply(
         create_standardized_address, axis=1
     )
 
@@ -107,7 +117,7 @@ def negligent_devs(primary_featurelayer):
     primary_featurelayer.gdf.rename(
         columns={"property_count": "n_properties_owned"}, inplace=True
     )
-    primary_featurelayer.gdf["negligent_dev"] = (
+    primary_featurelayer.gdf.loc[:, "negligent_dev"] = (
         primary_featurelayer.gdf["n_properties_owned"] > 5
     ) & (primary_featurelayer.gdf["city_owner_agency"].isna())
 
diff --git a/data/src/data_utils/phs_properties.py b/data/src/data_utils/phs_properties.py
index f9e6da50..152cf9ba 100644
--- a/data/src/data_utils/phs_properties.py
+++ b/data/src/data_utils/phs_properties.py
@@ -7,14 +7,16 @@ def phs_properties(primary_featurelayer):
         name="PHS Properties", esri_rest_urls=PHS_LAYERS_TO_LOAD, cols=["BRT_ID"]
     )
 
-    phs_properties.gdf["phs_partner_agency"] = "PHS"
+    phs_properties.gdf.loc[:, "phs_partner_agency"] = "PHS"
 
     primary_featurelayer.opa_join(
         phs_properties.gdf,
         "brt_id",
     )
 
-    primary_featurelayer.gdf["phs_partner_agency"].fillna("None", inplace=True)
+    primary_featurelayer.gdf.loc[:, "phs_partner_agency"] = primary_featurelayer.gdf[
+        "phs_partner_agency"
+    ].fillna("None")
 
     primary_featurelayer.rebuild_gdf()
 
diff --git a/data/src/data_utils/priority_level.py b/data/src/data_utils/priority_level.py
index 446a0dd6..4a3ad0ad 100644
--- a/data/src/data_utils/priority_level.py
+++ b/data/src/data_utils/priority_level.py
@@ -4,7 +4,7 @@ def priority_level(dataset):
         priority_level = ""
 
         # Decision Points
-        guncrime_density = row["guncrime_density"]
+        guncrime_density_percentile = row["guncrime_density_percentile"]
         in_phs_landcare = row["phs_partner_agency"] == "PHS"
         has_li_complaint_or_violation = (
             row["li_complaints"] is not None
@@ -12,12 +12,13 @@ def priority_level(dataset):
         )
         very_low_tree_canopy = row["tree_canopy_gap"] >= 0.3
 
-        if guncrime_density == "Bottom 50%":
-            # Low Gun Crime Density
+        # Updated logic based on percentile values
+        if guncrime_density_percentile <= 50:
+            # Low Gun Crime Density (Bottom 50%)
             priority_level = "Low"
 
-        elif guncrime_density in ["Top 25%", "Top 10%", "Top 5%", "Top 1%"]:
-            # High Gun Crime Density
+        elif guncrime_density_percentile > 75:
+            # High Gun Crime Density (Top 25%)
 
             if has_li_complaint_or_violation:
                 priority_level = "High"
@@ -31,7 +32,7 @@ def priority_level(dataset):
                     priority_level = "High"
 
         else:
-            # Medium Gun Crime Density
+            # Medium Gun Crime Density (Between 50% and 75%)
             if has_li_complaint_or_violation:
                 if in_phs_landcare:
                     priority_level = "Medium"
diff --git a/data/src/data_utils/rco_geoms.py b/data/src/data_utils/rco_geoms.py
index 7dd02bc4..8ad3b36f 100644
--- a/data/src/data_utils/rco_geoms.py
+++ b/data/src/data_utils/rco_geoms.py
@@ -14,13 +14,13 @@ def rco_geoms(primary_featurelayer):
 
     rco_use_cols = ["rco_info", "rco_names", "geometry"]
 
-    rco_geoms.gdf["rco_info"] = rco_geoms.gdf[rco_aggregate_cols].apply(
+    rco_geoms.gdf.loc[:, "rco_info"] = rco_geoms.gdf[rco_aggregate_cols].apply(
         lambda x: "; ".join(map(str, x)), axis=1
     )
 
-    rco_geoms.gdf["rco_names"] = rco_geoms.gdf["ORGANIZATION_NAME"]
+    rco_geoms.gdf.loc[:, "rco_names"] = rco_geoms.gdf["ORGANIZATION_NAME"]
 
-    rco_geoms.gdf = rco_geoms.gdf[rco_use_cols]
+    rco_geoms.gdf = rco_geoms.gdf.loc[:, rco_use_cols].copy()
     rco_geoms.rebuild_gdf()
 
     primary_featurelayer.spatial_join(rco_geoms)
@@ -29,8 +29,12 @@ def rco_geoms(primary_featurelayer):
     group_columns = [
         col for col in primary_featurelayer.gdf.columns if col not in rco_use_cols
     ]
+
     for col in group_columns:
-        primary_featurelayer.gdf[col].fillna("", inplace=True)
+        # Use .infer_objects() after fillna() to fix the warning
+        primary_featurelayer.gdf.loc[:, col] = (
+            primary_featurelayer.gdf[col].fillna("").infer_objects(copy=False)
+        )
 
     primary_featurelayer.gdf = (
         primary_featurelayer.gdf.groupby(group_columns)
diff --git a/data/src/data_utils/unsafe_buildings.py b/data/src/data_utils/unsafe_buildings.py
index f79140e2..b44edd00 100644
--- a/data/src/data_utils/unsafe_buildings.py
+++ b/data/src/data_utils/unsafe_buildings.py
@@ -10,15 +10,19 @@ def unsafe_buildings(primary_featurelayer):
         cols=["opa_account_num"],
     )
 
-    unsafe_buildings.gdf["unsafe_building"] = "Y"
+    unsafe_buildings.gdf.loc[:, "unsafe_building"] = "Y"
 
-    unsafe_buildings.gdf.rename(columns={"opa_account_num": "opa_number"}, inplace=True)
+    unsafe_buildings.gdf = unsafe_buildings.gdf.rename(
+        columns={"opa_account_num": "opa_number"}
+    )
 
     primary_featurelayer.opa_join(
         unsafe_buildings.gdf,
         "opa_number",
     )
 
-    primary_featurelayer.gdf["unsafe_building"].fillna("N", inplace=True)
+    primary_featurelayer.gdf.loc[:, "unsafe_building"] = primary_featurelayer.gdf[
+        "unsafe_building"
+    ].fillna("N")
 
     return primary_featurelayer
diff --git a/data/src/script.py b/data/src/script.py
index 8c0bf16e..32b74b89 100644
--- a/data/src/script.py
+++ b/data/src/script.py
@@ -3,6 +3,7 @@
 
 from classes.backup_archive_database import BackupArchiveDatabase
 from classes.diff_report import DiffReport
+from config.config import FORCE_RELOAD, tiles_file_id_prefix
 from config.psql import conn
 from data_utils.access_process import access_process
 from data_utils.city_owned_properties import city_owned_properties
@@ -29,8 +30,6 @@
 from data_utils.unsafe_buildings import unsafe_buildings
 from data_utils.vacant_properties import vacant_properties
 
-from config.config import FORCE_RELOAD, tiles_file_id_prefix
-
 # Ensure the directory containing awkde is in the Python path
 awkde_path = "/usr/src/app"
 if awkde_path not in sys.path:
@@ -68,18 +67,20 @@
     if backup.is_backup_schema_exists():
         backup.archive_backup_schema()
         conn.commit()
-        time.sleep(1) # make sure we get a different timestamp
-        backup = BackupArchiveDatabase() # create a new one so we get a new timestamp
-    
+        time.sleep(1)  # make sure we get a different timestamp
+        backup = BackupArchiveDatabase()  # create a new one so we get a new timestamp
+
     backup.backup_schema()
     conn.commit()
 
 # Load Vacant Property Data
 dataset = vacant_properties()
 
+print("Initial vacant properties dataset columns:", dataset.gdf.columns)
+
 # Load and join other datasets
 for service in services:
-   dataset = service(dataset)
+    dataset = service(dataset)
 
 # Add Priority Level
 dataset = priority_level(dataset)

From d555ab6a07abc56607cc97dc99f88cd8f3baf215 Mon Sep 17 00:00:00 2001
From: nlebovits <nissim.lebovits@vanderbilt.edu>
Date: Thu, 19 Sep 2024 17:28:25 -0400
Subject: [PATCH 13/23] run checks

---
 data/src/Pipfile                     |    1 +
 data/src/Pipfile.lock                | 6510 +++++++++++++-------------
 data/src/data_utils/park_priority.py |  138 +-
 data/src/test/test_data_utils.py     |  127 +-
 4 files changed, 3507 insertions(+), 3269 deletions(-)

diff --git a/data/src/Pipfile b/data/src/Pipfile
index 1435fb4b..be8a79a7 100644
--- a/data/src/Pipfile
+++ b/data/src/Pipfile
@@ -30,6 +30,7 @@ networkx = "*"
 libpysal = "*"
 jenkspy = "*"
 pyarrow = "*"
+tqdm = "*"
 
 [dev-packages]
 
diff --git a/data/src/Pipfile.lock b/data/src/Pipfile.lock
index 99ebdb20..3498c849 100644
--- a/data/src/Pipfile.lock
+++ b/data/src/Pipfile.lock
@@ -1,3217 +1,3297 @@
 {
-  "_meta": {
-    "hash": {
-      "sha256": "12b576071f145f5cde13a62b748d82fe6371a32f9e0fb929acd5ad207b5eb610"
-    },
-    "pipfile-spec": 6,
-    "requires": {
-      "python_full_version": "3.11.4",
-      "python_version": "3.11"
-    },
-    "sources": [
-      {
-        "name": "pypi",
-        "url": "https://pypi.org/simple",
-        "verify_ssl": true
-      }
-    ]
-  },
-  "default": {
-    "affine": {
-      "hashes": [
-        "sha256:8a3df80e2b2378aef598a83c1392efd47967afec4242021a0b06b4c7cbc61a92",
-        "sha256:a24d818d6a836c131976d22f8c27b8d3ca32d0af64c1d8d29deb7bafa4da1eea"
-      ],
-      "markers": "python_version >= '3.7'",
-      "version": "==2.4.0"
-    },
-    "agate": {
-      "hashes": [
-        "sha256:1cf329510b3dde07c4ad1740b7587c9c679abc3dcd92bb1107eabc10c2e03c50",
-        "sha256:bc60880c2ee59636a2a80cd8603d63f995be64526abf3cbba12f00767bcd5b3d"
-      ],
-      "version": "==1.9.1"
-    },
-    "annotated-types": {
-      "hashes": [
-        "sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53",
-        "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89"
-      ],
-      "markers": "python_version >= '3.8'",
-      "version": "==0.7.0"
-    },
-    "anyio": {
-      "hashes": [
-        "sha256:5aadc6a1bbb7cdb0bede386cac5e2940f5e2ff3aa20277e991cf028e0585ce94",
-        "sha256:c1b2d8f46a8a812513012e1107cb0e68c17159a7a594208005a57dc776e1bdc7"
-      ],
-      "markers": "python_version >= '3.8'",
-      "version": "==4.4.0"
-    },
-    "argon2-cffi": {
-      "hashes": [
-        "sha256:879c3e79a2729ce768ebb7d36d4609e3a78a4ca2ec3a9f12286ca057e3d0db08",
-        "sha256:c670642b78ba29641818ab2e68bd4e6a78ba53b7eff7b4c3815ae16abf91c7ea"
-      ],
-      "markers": "python_version >= '3.7'",
-      "version": "==23.1.0"
-    },
-    "argon2-cffi-bindings": {
-      "hashes": [
-        "sha256:20ef543a89dee4db46a1a6e206cd015360e5a75822f76df533845c3cbaf72670",
-        "sha256:2c3e3cc67fdb7d82c4718f19b4e7a87123caf8a93fde7e23cf66ac0337d3cb3f",
-        "sha256:3b9ef65804859d335dc6b31582cad2c5166f0c3e7975f324d9ffaa34ee7e6583",
-        "sha256:3e385d1c39c520c08b53d63300c3ecc28622f076f4c2b0e6d7e796e9f6502194",
-        "sha256:58ed19212051f49a523abb1dbe954337dc82d947fb6e5a0da60f7c8471a8476c",
-        "sha256:5e00316dabdaea0b2dd82d141cc66889ced0cdcbfa599e8b471cf22c620c329a",
-        "sha256:603ca0aba86b1349b147cab91ae970c63118a0f30444d4bc80355937c950c082",
-        "sha256:6a22ad9800121b71099d0fb0a65323810a15f2e292f2ba450810a7316e128ee5",
-        "sha256:8cd69c07dd875537a824deec19f978e0f2078fdda07fd5c42ac29668dda5f40f",
-        "sha256:93f9bf70084f97245ba10ee36575f0c3f1e7d7724d67d8e5b08e61787c320ed7",
-        "sha256:9524464572e12979364b7d600abf96181d3541da11e23ddf565a32e70bd4dc0d",
-        "sha256:b2ef1c30440dbbcba7a5dc3e319408b59676e2e039e2ae11a8775ecf482b192f",
-        "sha256:b746dba803a79238e925d9046a63aa26bf86ab2a2fe74ce6b009a1c3f5c8f2ae",
-        "sha256:bb89ceffa6c791807d1305ceb77dbfacc5aa499891d2c55661c6459651fc39e3",
-        "sha256:bd46088725ef7f58b5a1ef7ca06647ebaf0eb4baff7d1d0d177c6cc8744abd86",
-        "sha256:ccb949252cb2ab3a08c02024acb77cfb179492d5701c7cbdbfd776124d4d2367",
-        "sha256:d4966ef5848d820776f5f562a7d45fdd70c2f330c961d0d745b784034bd9f48d",
-        "sha256:e415e3f62c8d124ee16018e491a009937f8cf7ebf5eb430ffc5de21b900dad93",
-        "sha256:ed2937d286e2ad0cc79a7087d3c272832865f779430e0cc2b4f3718d3159b0cb",
-        "sha256:f1152ac548bd5b8bcecfb0b0371f082037e47128653df2e8ba6e914d384f3c3e",
-        "sha256:f9f8b450ed0547e3d473fdc8612083fd08dd2120d6ac8f73828df9b7d45bb351"
-      ],
-      "markers": "python_version >= '3.6'",
-      "version": "==21.2.0"
-    },
-    "arrow": {
-      "hashes": [
-        "sha256:c728b120ebc00eb84e01882a6f5e7927a53960aa990ce7dd2b10f39005a67f80",
-        "sha256:d4540617648cb5f895730f1ad8c82a65f2dad0166f57b75f3ca54759c4d67a85"
-      ],
-      "markers": "python_version >= '3.8'",
-      "version": "==1.3.0"
-    },
-    "asttokens": {
-      "hashes": [
-        "sha256:051ed49c3dcae8913ea7cd08e46a606dba30b79993209636c4875bc1d637bc24",
-        "sha256:b03869718ba9a6eb027e134bfdf69f38a236d681c83c160d510768af11254ba0"
-      ],
-      "version": "==2.4.1"
-    },
-    "async-lru": {
-      "hashes": [
-        "sha256:b8a59a5df60805ff63220b2a0c5b5393da5521b113cd5465a44eb037d81a5627",
-        "sha256:ff02944ce3c288c5be660c42dbcca0742b32c3b279d6dceda655190240b99224"
-      ],
-      "markers": "python_version >= '3.8'",
-      "version": "==2.0.4"
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+                "sha256:54a8dbdffb334d536851be0226030e9505965bb2f30f21a4a82c55fb2a80fae7"
+            ],
+            "markers": "python_version >= '3.8'",
+            "version": "==1.3.0"
+        },
+        "toml": {
+            "hashes": [
+                "sha256:806143ae5bfb6a3c6e736a764057db0e6a0e05e338b5630894a5f779cabb4f9b",
+                "sha256:b3bda1d108d5dd99f4a20d24d9c348e91c4db7ab1b749200bded2f839ccbe68f"
+            ],
+            "markers": "python_version >= '2.6' and python_version not in '3.0, 3.1, 3.2, 3.3'",
+            "version": "==0.10.2"
+        },
+        "tornado": {
+            "hashes": [
+                "sha256:163b0aafc8e23d8cdc3c9dfb24c5368af84a81e3364745ccb4427669bf84aec8",
+                "sha256:25486eb223babe3eed4b8aecbac33b37e3dd6d776bc730ca14e1bf93888b979f",
+                "sha256:454db8a7ecfcf2ff6042dde58404164d969b6f5d58b926da15e6b23817950fc4",
+                "sha256:613bf4ddf5c7a95509218b149b555621497a6cc0d46ac341b30bd9ec19eac7f3",
+                "sha256:6d5ce3437e18a2b66fbadb183c1d3364fb03f2be71299e7d10dbeeb69f4b2a14",
+                "sha256:8ae50a504a740365267b2a8d1a90c9fbc86b780a39170feca9bcc1787ff80842",
+                "sha256:92d3ab53183d8c50f8204a51e6f91d18a15d5ef261e84d452800d4ff6fc504e9",
+                "sha256:a02a08cc7a9314b006f653ce40483b9b3c12cda222d6a46d4ac63bb6c9057698",
+                "sha256:b24b8982ed444378d7f21d563f4180a2de31ced9d8d84443907a0a64da2072e7",
+                "sha256:d9a566c40b89757c9aa8e6f032bcdb8ca8795d7c1a9762910c722b1635c9de4d",
+                "sha256:e2e20b9113cd7293f164dc46fffb13535266e713cdb87bd2d15ddb336e96cfc4"
+            ],
+            "markers": "python_version >= '3.8'",
+            "version": "==6.4.1"
+        },
+        "tqdm": {
+            "hashes": [
+                "sha256:90279a3770753eafc9194a0364852159802111925aa30eb3f9d85b0e805ac7cd",
+                "sha256:e1020aef2e5096702d8a025ac7d16b1577279c9d63f8375b63083e9a5f0fcbad"
+            ],
+            "index": "pypi",
+            "markers": "python_version >= '3.7'",
+            "version": "==4.66.5"
+        },
+        "traitlets": {
+            "hashes": [
+                "sha256:9ed0579d3502c94b4b3732ac120375cda96f923114522847de4b3bb98b96b6b7",
+                "sha256:b74e89e397b1ed28cc831db7aea759ba6640cb3de13090ca145426688ff1ac4f"
+            ],
+            "markers": "python_version >= '3.8'",
+            "version": "==5.14.3"
+        },
+        "types-python-dateutil": {
+            "hashes": [
+                "sha256:27c8cc2d058ccb14946eebcaaa503088f4f6dbc4fb6093d3d456a49aef2753f6",
+                "sha256:9706c3b68284c25adffc47319ecc7947e5bb86b3773f843c73906fd598bc176e"
+            ],
+            "markers": "python_version >= '3.8'",
+            "version": "==2.9.0.20240906"
+        },
+        "typing-extensions": {
+            "hashes": [
+                "sha256:04e5ca0351e0f3f85c6853954072df659d0d13fac324d0072316b67d7794700d",
+                "sha256:1a7ead55c7e559dd4dee8856e3a88b41225abfe1ce8df57b7c13915fe121ffb8"
+            ],
+            "markers": "python_version < '3.13'",
+            "version": "==4.12.2"
+        },
+        "tzdata": {
+            "hashes": [
+                "sha256:2674120f8d891909751c38abcdfd386ac0a5a1127954fbc332af6b5ceae07efd",
+                "sha256:9068bc196136463f5245e51efda838afa15aaeca9903f49050dfa2679db4d252"
+            ],
+            "markers": "python_version >= '2'",
+            "version": "==2024.1"
+        },
+        "uri-template": {
+            "hashes": [
+                "sha256:0e00f8eb65e18c7de20d595a14336e9f337ead580c70934141624b6d1ffdacc7",
+                "sha256:a44a133ea12d44a0c0f06d7d42a52d71282e77e2f937d8abd5655b8d56fc1363"
+            ],
+            "version": "==1.3.0"
+        },
+        "uritemplate": {
+            "hashes": [
+                "sha256:4346edfc5c3b79f694bccd6d6099a322bbeb628dbf2cd86eea55a456ce5124f0",
+                "sha256:830c08b8d99bdd312ea4ead05994a38e8936266f84b9a7878232db50b044e02e"
+            ],
+            "markers": "python_version >= '3.6'",
+            "version": "==4.1.1"
+        },
+        "urllib3": {
+            "hashes": [
+                "sha256:0ed14ccfbf1c30a9072c7ca157e4319b70d65f623e91e7b32fadb2853431016e",
+                "sha256:40c2dc0c681e47eb8f90e7e27bf6ff7df2e677421fd46756da1161c39ca70d32"
+            ],
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4, 3.5'",
+            "version": "==1.26.20"
+        },
+        "wcwidth": {
+            "hashes": [
+                "sha256:3da69048e4540d84af32131829ff948f1e022c1c6bdb8d6102117aac784f6859",
+                "sha256:72ea0c06399eb286d978fdedb6923a9eb47e1c486ce63e9b4e64fc18303972b5"
+            ],
+            "version": "==0.2.13"
+        },
+        "webcolors": {
+            "hashes": [
+                "sha256:08b07af286a01bcd30d583a7acadf629583d1f79bfef27dd2c2c5c263817277d",
+                "sha256:fc4c3b59358ada164552084a8ebee637c221e4059267d0f8325b3b560f6c7f0a"
+            ],
+            "version": "==24.8.0"
+        },
+        "webencodings": {
+            "hashes": [
+                "sha256:a0af1213f3c2226497a97e2b3aa01a7e4bee4f403f95be16fc9acd2947514a78",
+                "sha256:b36a1c245f2d304965eb4e0a82848379241dc04b865afcc4aab16748587e1923"
+            ],
+            "version": "==0.5.1"
+        },
+        "websocket-client": {
+            "hashes": [
+                "sha256:17b44cc997f5c498e809b22cdf2d9c7a9e71c02c8cc2b6c56e7c2d1239bfa526",
+                "sha256:3239df9f44da632f96012472805d40a23281a991027ce11d2f45a6f24ac4c3da"
+            ],
+            "markers": "python_version >= '3.8'",
+            "version": "==1.8.0"
+        },
+        "widgetsnbextension": {
+            "hashes": [
+                "sha256:74b2692e8500525cc38c2b877236ba51d34541e6385eeed5aec15a70f88a6c71",
+                "sha256:ffcb67bc9febd10234a362795f643927f4e0c05d9342c727b65d2384f8feacb6"
+            ],
+            "markers": "python_version >= '3.7'",
+            "version": "==4.0.13"
+        },
+        "zipp": {
+            "hashes": [
+                "sha256:a817ac80d6cf4b23bf7f2828b7cabf326f15a001bea8b1f9b49631780ba28350",
+                "sha256:bc9eb26f4506fda01b81bcde0ca78103b6e62f991b381fec825435c836edbc29"
+            ],
+            "markers": "python_version >= '3.8'",
+            "version": "==3.20.2"
+        }
+    },
+    "develop": {}
 }
diff --git a/data/src/data_utils/park_priority.py b/data/src/data_utils/park_priority.py
index e4c8f2d8..953ed5b1 100644
--- a/data/src/data_utils/park_priority.py
+++ b/data/src/data_utils/park_priority.py
@@ -1,65 +1,115 @@
 import os
 import zipfile
+from io import BytesIO
+from typing import List, Union
 
 import geopandas as gpd
+import requests
+from bs4 import BeautifulSoup
 from classes.featurelayer import FeatureLayer
-
 from config.config import USE_CRS
-from data_utils.utils import save_stream_url
-
-def park_priority(primary_featurelayer):
-    park_url = 'https://parkserve.tpl.org/downloads/Parkserve_Shapefiles_05212024.zip'
-    
-    file_name_prefix: str = 'Parkserve'
-
-    target_files = [
-        file_name_prefix + '_ParkPriorityAreas.shp',
-        file_name_prefix + '_ParkPriorityAreas.dbf',
-        file_name_prefix + '_ParkPriorityAreas.shx',
-        file_name_prefix + '_ParkPriorityAreas.prj',
-        file_name_prefix + '_ParkPriorityAreas.CPG',
-        file_name_prefix + '_ParkPriorityAreas.sbn',
-        file_name_prefix + '_ParkPriorityAreas.sbx'
+from tqdm import tqdm
+
+
+def get_latest_shapefile_url() -> str:
+    """
+    Scrapes the TPL website to get the URL of the latest shapefile.
+
+    Returns:
+        str: The URL of the latest shapefile.
+
+    Raises:
+        ValueError: If the shapefile link is not found on the page.
+    """
+    url: str = "https://www.tpl.org/park-data-downloads"
+    response: requests.Response = requests.get(url)
+    soup: BeautifulSoup = BeautifulSoup(response.content, "html.parser")
+
+    shapefile_link: Union[BeautifulSoup, None] = soup.find("a", string="Shapefile")
+    if shapefile_link:
+        return str(shapefile_link["href"])
+    else:
+        raise ValueError("Shapefile link not found on the page")
+
+
+def park_priority(primary_featurelayer: FeatureLayer) -> FeatureLayer:
+    """
+    Downloads and processes park priority data, then joins it with the primary feature layer.
+
+    This function performs the following steps:
+    1. Downloads the latest shapefile from TPL.
+    2. Extracts relevant files from the downloaded zip.
+    3. Processes the shapefile, filtering for Philadelphia County.
+    4. Creates a GeoJSON file with the processed data.
+    5. Joins the processed data with the primary feature layer.
+
+    Args:
+        primary_featurelayer (FeatureLayer): The primary feature layer to join with park priority data.
+
+    Returns:
+        FeatureLayer: The primary feature layer with park priority data joined.
+    """
+    park_url: str = get_latest_shapefile_url()
+    print(f"Downloading park priority data from: {park_url}")
+
+    file_name_prefix: str = "Parkserve"
+    target_files: List[str] = [
+        file_name_prefix + "_ParkPriorityAreas.shp",
+        file_name_prefix + "_ParkPriorityAreas.dbf",
+        file_name_prefix + "_ParkPriorityAreas.shx",
+        file_name_prefix + "_ParkPriorityAreas.prj",
+        file_name_prefix + "_ParkPriorityAreas.CPG",
+        file_name_prefix + "_ParkPriorityAreas.sbn",
+        file_name_prefix + "_ParkPriorityAreas.sbx",
     ]
+    geojson_path: str = "tmp/phl_parks.geojson"
 
-    geojson_path = "tmp/phl_parks.geojson"
-    
-    
-    shapefile_exists = all(os.path.exists(os.path.join("tmp", file_name)) for file_name in target_files)
+    os.makedirs("tmp/", exist_ok=True)
 
     if not os.path.exists(geojson_path):
-        if not shapefile_exists:
-            print("Downloading park priority data (slow operation)...")
-            zipfile_save_path = save_stream_url(park_url)
-
-            with zipfile.ZipFile(zipfile_save_path, "r") as zip_ref:
-                # Extract only the necessary files
-                for file_name in target_files:
-                    zip_ref.extract(file_name, "tmp/")
-        else:
-            print("Park priority files already exist in /tmp, skipping download.")
-
-        pa_parks = gpd.read_file("tmp/" + file_name_prefix + "_ParkPriorityAreas.shp")
+        print("Downloading and processing park priority data...")
+        response: requests.Response = requests.get(park_url, stream=True)
+        total_size: int = int(response.headers.get("content-length", 0))
+
+        with tqdm(
+            total=total_size, unit="iB", unit_scale=True, desc="Downloading"
+        ) as progress_bar:
+            buffer: BytesIO = BytesIO()
+            for data in response.iter_content(1024):
+                size: int = buffer.write(data)
+                progress_bar.update(size)
+
+        with zipfile.ZipFile(buffer) as zip_ref:
+            for file_name in tqdm(target_files, desc="Extracting"):
+                zip_ref.extract(file_name, "tmp/")
+
+        print("Processing shapefile...")
+        pa_parks: gpd.GeoDataFrame = gpd.read_file(
+            "tmp/" + file_name_prefix + "_ParkPriorityAreas.shp"
+        )
         pa_parks = pa_parks.to_crs(USE_CRS)
 
-        # Filter for Philadelphia County
-        phl_parks = pa_parks[pa_parks["ID"].str.startswith("42101")]
+        phl_parks: gpd.GeoDataFrame = pa_parks[pa_parks["ID"].str.startswith("42101")]
+        phl_parks = phl_parks.loc[:, ["ParkNeed", "geometry"]]
 
-        # Select relevant columns - modify as needed once we know the correct column names
-        phl_parks = phl_parks[["ParkNeed", "geometry"]]
+        # Print the type of phl_parks for debugging
+        print(f"Type of phl_parks: {type(phl_parks)}")
 
-        phl_parks.rename(columns={"ParkNeed": "park_priority"}, inplace=True)
+        if isinstance(phl_parks, gpd.GeoDataFrame):
+            phl_parks.rename(columns={"ParkNeed": "park_priority"}, inplace=True)
+        else:
+            raise TypeError(
+                "Expected a GeoDataFrame, got Series or another type instead"
+            )
 
-        # Write the filtered data to GeoJSON
-        phl_parks.to_file(geojson_path, driver='GeoJSON')
+        print(f"Writing filtered data to GeoJSON: {geojson_path}")
+        phl_parks.to_file(geojson_path, driver="GeoJSON")
     else:
-        print("GeoJSON file already exists, loading from tmp.")
-        phl_parks = gpd.read_file(geojson_path)
+        print(f"GeoJSON file already exists, loading from {geojson_path}")
+        phl_parks: gpd.GeoDataFrame = gpd.read_file(geojson_path)
 
-    park_priority_layer = FeatureLayer("Park Priority")
+    park_priority_layer: FeatureLayer = FeatureLayer("Park Priority")
     park_priority_layer.gdf = phl_parks
 
     primary_featurelayer.spatial_join(park_priority_layer)
-
     return primary_featurelayer
-
diff --git a/data/src/test/test_data_utils.py b/data/src/test/test_data_utils.py
index cfd6ccc0..4b160413 100644
--- a/data/src/test/test_data_utils.py
+++ b/data/src/test/test_data_utils.py
@@ -1,17 +1,124 @@
-from data_utils.park_priority import park_priority
+import unittest
+import zipfile
+from io import BytesIO
+from unittest.mock import MagicMock, patch
+
+import geopandas as gpd
+from config.config import USE_CRS
+from data_utils.park_priority import get_latest_shapefile_url, park_priority
 from data_utils.ppr_properties import ppr_properties
 from data_utils.vacant_properties import vacant_properties
+from shapely.geometry import Point
+
 
-class TestDataUtils:
+class TestDataUtils(unittest.TestCase):
     """
-    test methods for data utils feature layer classes
+    Test methods for data utils feature layer classes
     """
-    def test_park_priority(self):
-        """ test the park priority layer.  Simply construct the class for now to see if it works.
-        """        
-        park_priority(vacant_properties())
+
+    @patch("data_utils.park_priority.requests.get")
+    def test_get_latest_shapefile_url(self, mock_get):
+        """
+        Test the get_latest_shapefile_url function.
+        """
+        mock_response = MagicMock()
+        mock_response.content = (
+            b'<html><a href="https://example.com/shapefile.zip">Shapefile</a></html>'
+        )
+        mock_get.return_value = mock_response
+
+        url = get_latest_shapefile_url()
+        self.assertEqual(url, "https://example.com/shapefile.zip")
+
+    @patch(
+        "data_utils.park_priority.requests.get"
+    )  # Mock requests.get globally in park_priority
+    @patch("geopandas.read_file")
+    @patch("geopandas.GeoDataFrame.to_file")  # Mock to_file to prevent actual writing
+    @patch("os.path.exists")
+    @patch("os.makedirs")
+    @patch("zipfile.ZipFile.extract")
+    def test_park_priority(
+        self,
+        mock_extract,
+        mock_makedirs,
+        mock_exists,
+        mock_to_file,
+        mock_read_file,
+        mock_get,
+    ):
+        """
+        Test the park_priority function with mocking.
+        """
+
+        # Simulate that the GeoJSON file does not exist
+        mock_exists.return_value = False
+
+        # First call to requests.get (HTML page to get the shapefile URL)
+        mock_html_response = MagicMock()
+        mock_html_response.content = (
+            b'<html><a href="https://example.com/shapefile.zip">Shapefile</a></html>'
+        )
+
+        # Second call to requests.get (actual shapefile download)
+        mock_zip_content = BytesIO()
+        with zipfile.ZipFile(mock_zip_content, "w") as zf:
+            zf.writestr("Parkserve_ParkPriorityAreas.shp", b"mock shapefile content")
+
+        mock_response = MagicMock()
+        mock_response.headers.get.return_value = "1000"  # Mock content-length
+        mock_response.iter_content.return_value = [mock_zip_content.getvalue()]
+
+        # Set the side effect for requests.get to return the two different responses
+        mock_get.side_effect = [mock_html_response, mock_response]
+
+        # Create a real mock GeoDataFrame with geometries and a CRS
+        mock_gdf = gpd.GeoDataFrame(
+            {
+                "ID": ["42101ABC", "42101DEF", "12345XYZ"],
+                "ParkNeed": [5, 3, 1],
+                "geometry": [
+                    Point(0, 0),
+                    Point(1, 1),
+                    Point(2, 2),
+                ],  # Use actual Point geometries
+            },
+            crs=USE_CRS,  # Assign the expected CRS
+        )
+
+        mock_read_file.return_value = mock_gdf  # Return the mock GeoDataFrame
+
+        # Create a mock primary feature layer
+        mock_primary_layer = MagicMock()
+
+        # Run the function
+        result = park_priority(mock_primary_layer)
+
+        # Assert that requests.get was called twice (once for HTML, once for shapefile)
+        self.assertEqual(mock_get.call_count, 2)
+
+        # Assert that to_file was called once (simulating the write operation)
+        mock_to_file.assert_called_once_with("tmp/phl_parks.geojson", driver="GeoJSON")
+
+        # Assert other function calls were made correctly
+        mock_read_file.assert_called_once()
+        mock_primary_layer.spatial_join.assert_called_once()
+        mock_extract.assert_called()
+
+        self.assertEqual(result, mock_primary_layer)
 
     def test_ppr_properties(self):
-        """ test the ppr properties layer.  Simply construct the class for now to see if it works.
-        """        
-        ppr_properties(vacant_properties())        
\ No newline at end of file
+        """
+        Test the ppr properties layer. Simply construct the class for now to see if it works.
+        """
+        ppr_properties(vacant_properties())
+
+    def test_vacant_properties(self):
+        """
+        Test the vacant properties layer. Simply construct the class to see if it works.
+        """
+        vacant_properties()
+
+
+if __name__ == "__main__":
+    unittest.main()

From ca37ae17bbe745524f0c7ba0c2019f6089c0e3ed Mon Sep 17 00:00:00 2001
From: ABL <zbyrd72@gmail.com>
Date: Mon, 23 Sep 2024 12:50:10 -0400
Subject: [PATCH 14/23] Changed Horticulture to Horticultural

---
 src/app/(content-pages)/page.tsx | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/app/(content-pages)/page.tsx b/src/app/(content-pages)/page.tsx
index 175e108b..4b500135 100644
--- a/src/app/(content-pages)/page.tsx
+++ b/src/app/(content-pages)/page.tsx
@@ -139,7 +139,7 @@ const LandingPage: FC = () => {
             text: 'Community groups and organizations are taking action.',
           }}
           body={{
-            text: 'Community groups have been cleaning up lots in their own neighborhoods for decades. Large organizations like the Pennsylvania Horticulture Society have cleaned, greened and now maintain thousands of lots. Their efforts have been instrumental in proving this approach works.',
+            text: 'Community groups have been cleaning up lots in their own neighborhoods for decades. Large organizations like the Pennsylvania Horticultural Society have cleaned, greened and now maintain thousands of lots. Their efforts have been instrumental in proving this approach works.',
           }}
           image={{
             data: imageCleaning,

From 1bb848446d3589752ae882670a978606f64d3e42 Mon Sep 17 00:00:00 2001
From: ABL <zbyrd72@gmail.com>
Date: Mon, 23 Sep 2024 13:00:11 -0400
Subject: [PATCH 15/23] Linked Pennsylvania Horticultural So ciety to phs page

---
 src/app/(content-pages)/page.tsx | 17 ++++++++++++++++-
 1 file changed, 16 insertions(+), 1 deletion(-)

diff --git a/src/app/(content-pages)/page.tsx b/src/app/(content-pages)/page.tsx
index 4b500135..4d97e5ad 100644
--- a/src/app/(content-pages)/page.tsx
+++ b/src/app/(content-pages)/page.tsx
@@ -139,7 +139,22 @@ const LandingPage: FC = () => {
             text: 'Community groups and organizations are taking action.',
           }}
           body={{
-            text: 'Community groups have been cleaning up lots in their own neighborhoods for decades. Large organizations like the Pennsylvania Horticultural Society have cleaned, greened and now maintain thousands of lots. Their efforts have been instrumental in proving this approach works.',
+            text: (
+              <>
+                Community groups have been cleaning up lots in their own
+                neighborhoods for decades. Large organizations like the
+                <a
+                  target="_blank"
+                  rel="noopener noreferrer nofollow"
+                  href="https://phsonline.org/"
+                  className="default"
+                >
+                  Pennsylvania Horticultural Society
+                </a>{' '}
+                have cleaned, greened and now maintain thousands of lots. Their
+                efforts have been instrumental in proving this approach works.
+              </>
+            ),
           }}
           image={{
             data: imageCleaning,

From fb0c3d19d4c706b41a7d5c55d20b8ed1fc235e53 Mon Sep 17 00:00:00 2001
From: ABL <zbyrd72@gmail.com>
Date: Mon, 23 Sep 2024 15:36:11 -0400
Subject: [PATCH 16/23] Replaced Before After image to the same image without
 'Before After' Text

---
 src/images/beforeAfter.png | Bin 1693260 -> 1499290 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)

diff --git a/src/images/beforeAfter.png b/src/images/beforeAfter.png
index 57f858deb2df11bdd3f4ddd6b6a972b1c489fae6..d992007265a65b48358dccf2f3ab89b80c677143 100644
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From 3b28eb4ece00d5fd2fad5f5f46ee3e172e4a63a7 Mon Sep 17 00:00:00 2001
From: ABL <zbyrd72@gmail.com>
Date: Mon, 23 Sep 2024 16:09:28 -0400
Subject: [PATCH 17/23] Added before after image captionand aria-labelledby

---
 .../transform-property/TransformPropertyPage.tsx      | 11 +++++++----
 1 file changed, 7 insertions(+), 4 deletions(-)

diff --git a/src/app/(content-pages)/transform-property/TransformPropertyPage.tsx b/src/app/(content-pages)/transform-property/TransformPropertyPage.tsx
index 41226d56..608b1648 100644
--- a/src/app/(content-pages)/transform-property/TransformPropertyPage.tsx
+++ b/src/app/(content-pages)/transform-property/TransformPropertyPage.tsx
@@ -30,15 +30,18 @@ export default function TransformPropertyPage() {
         improve the quality of life in the neighborhood.
       </p>
 
-      <div className="grid grid-cols-1 md:grid-cols-1 gap-6 md:gap-10">
+      <div className="grid grid-cols-1 md:grid-cols-1 ">
         <Image
           src={beforeAfter}
-          alt={
-            'A Philadelphia lot before a clean up and the same lot, filled with trees and greenery after a clean up.'
-          }
+          alt=""
           placeholder="blur"
           className="w-full overflow-hidden rounded-[20px] aspect-video md:aspect-auto object-cover object-center"
+          aria-labelledby="caption-before-after-image"
         />
+        <p id="caption-before-after-image" className="text-md text-center">
+          A Philadelphia lot before a clean up and the same lot, filled with
+          trees and greenery after a clean up.
+        </p>
       </div>
 
       <h2 className="heading-2xl font-bold mt-8 mb-6">Basic Interventions</h2>

From 539356de8b357abaa437fadc10e86dab72661474 Mon Sep 17 00:00:00 2001
From: ABL <zbyrd72@gmail.com>
Date: Mon, 23 Sep 2024 16:22:27 -0400
Subject: [PATCH 18/23] compressed before after img

---
 src/images/beforeAfter.png | Bin 1499290 -> 425770 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)

diff --git a/src/images/beforeAfter.png b/src/images/beforeAfter.png
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From ca6c452cb7d6e7a9c423f38b2bfda146c204ea8d Mon Sep 17 00:00:00 2001
From: Nissim Lebovits <111617674+nlebovits@users.noreply.github.com>
Date: Mon, 23 Sep 2024 21:20:48 -0400
Subject: [PATCH 19/23] Lebovits/fix backend pr checks (#907)

- make sure to checkout repo before builds
- check formatting, linting in parallel
- fix build order
- fix ruff setup in docker-compose
---
 .github/workflows/pr_checks_backend.yml | 70 +++++++++++++++++++------
 data/docker-compose.yml                 |  4 +-
 2 files changed, 57 insertions(+), 17 deletions(-)

diff --git a/.github/workflows/pr_checks_backend.yml b/.github/workflows/pr_checks_backend.yml
index 9557ebc3..832e28a2 100644
--- a/.github/workflows/pr_checks_backend.yml
+++ b/.github/workflows/pr_checks_backend.yml
@@ -8,13 +8,12 @@ on:
       - 'data/**'
       - 'Dockerfile-pg'
       - 'init_pg.sql'
-      - 'docker-compose.yml'
+      - 'docker compose.yml'
   workflow_dispatch:
 
 jobs:
-  build:
+  setup:
     runs-on: ubuntu-latest
-
     steps:
       - name: Checkout repository
         uses: actions/checkout@v4
@@ -30,49 +29,90 @@ jobs:
         with:
           python-version: '3.11.4'
 
+  run-formatter:
+    runs-on: ubuntu-latest
+    needs: setup
+    continue-on-error: true
+
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@v4
+
       - name: Run Ruff Formatter in Docker
         run: |
           cd data
-          docker-compose run --rm formatter
-        continue-on-error: true
+          docker compose run --rm formatter
+
+  run-linter:
+    runs-on: ubuntu-latest
+    needs: setup
+    continue-on-error: true
+
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@v4
 
       - name: Run Ruff Linter in Docker
         run: |
           cd data
-          docker-compose run --rm linter
-        continue-on-error: true
+          docker compose run --rm linter
+
+  build-project:
+    runs-on: ubuntu-latest
+    needs: setup
+
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@v4
 
       - name: Build vacant-lots-proj
         run: |
           cd data
-          docker-compose build vacant-lots-proj
+          docker compose build vacant-lots-proj
 
-      - name: Build data-fetcher
-        run: |
-          cd data
-          docker-compose build data-fetcher
+  run-services:
+    runs-on: ubuntu-latest
+    needs: build-project
+
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@v4
 
       - name: Run all services
         run: |
           cd data
-          docker-compose up -d
+          docker compose up -d
+
+  check-build-status:
+    runs-on: ubuntu-latest
+    needs: run-services
+
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@v4
 
       - name: Check build status
         if: failure()
         run: |
           echo "One or more services failed to build and run."
           exit 1
-
       - name: Report success
         if: success()
         run: echo "All services built and ran successfully."
 
+  check-lint-format-status:
+    runs-on: ubuntu-latest
+    needs: [run-formatter, run-linter]
+
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@v4
+
       - name: Check formatter and linter status
         if: failure()
         run: |
           echo "Formatting or linting issues found. Please fix the issues."
           exit 1
-
       - name: Formatter and linter success
         if: success()
         run: echo "Formatting and linting passed successfully."
diff --git a/data/docker-compose.yml b/data/docker-compose.yml
index ee2ef334..562478d1 100644
--- a/data/docker-compose.yml
+++ b/data/docker-compose.yml
@@ -26,7 +26,7 @@ services:
       context: .
     volumes:
       - ./src:/usr/src/app
-    command: sh -c "pip install ruff && ruff /usr/src/app --fix --exclude '/usr/src/app/data/src/awkde/'"
+    command: sh -c "pip install ruff && ruff format --exclude '/usr/src/app/awkde/'"
     network_mode: 'host'
 
   linter:
@@ -34,7 +34,7 @@ services:
       context: .
     volumes:
       - ./src:/usr/src/app
-    command: sh -c "pip install ruff && ruff check /usr/src/app --exclude '/usr/src/app/data/src/awkde/'"
+    command: sh -c "pip install ruff && ruff check --fix --exclude '/usr/src/app/awkde/'"
     network_mode: 'host'
 
   streetview:

From 77b99e7e9a0decd56a0a88f53611ac3779efbdb0 Mon Sep 17 00:00:00 2001
From: nlebovits <nissim.lebovits@vanderbilt.edu>
Date: Mon, 23 Sep 2024 21:24:32 -0400
Subject: [PATCH 20/23] integrate nico's change

---
 data/src/test/test_data_utils.py | 10 +++++++++-
 1 file changed, 9 insertions(+), 1 deletion(-)

diff --git a/data/src/test/test_data_utils.py b/data/src/test/test_data_utils.py
index 4b160413..ab8ed8df 100644
--- a/data/src/test/test_data_utils.py
+++ b/data/src/test/test_data_utils.py
@@ -16,8 +16,16 @@ class TestDataUtils(unittest.TestCase):
     Test methods for data utils feature layer classes
     """
 
+    def test_get_latest_shapefile_url(self):
+        """
+        Test the get_latest_shapefile_url function.
+        """
+        url = get_latest_shapefile_url()
+        self.assertTrue(url.startswith("https://"))
+        self.assertTrue(url.endswith(".zip"))
+
     @patch("data_utils.park_priority.requests.get")
-    def test_get_latest_shapefile_url(self, mock_get):
+    def test_get_latest_shapefile_url_mock(self, mock_get):
         """
         Test the get_latest_shapefile_url function.
         """

From b0f70be2bad5d1b76f728aa35bade6bbcaae9a34 Mon Sep 17 00:00:00 2001
From: ABL <zbyrd72@gmail.com>
Date: Tue, 24 Sep 2024 09:45:27 -0400
Subject: [PATCH 21/23] Added single space between 'the' and 'Pennsylvania'

---
 src/app/(content-pages)/page.tsx | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/app/(content-pages)/page.tsx b/src/app/(content-pages)/page.tsx
index 4d97e5ad..28afb59c 100644
--- a/src/app/(content-pages)/page.tsx
+++ b/src/app/(content-pages)/page.tsx
@@ -142,7 +142,7 @@ const LandingPage: FC = () => {
             text: (
               <>
                 Community groups have been cleaning up lots in their own
-                neighborhoods for decades. Large organizations like the
+                neighborhoods for decades. Large organizations like the{' '}
                 <a
                   target="_blank"
                   rel="noopener noreferrer nofollow"

From 6f0a614b65d0d137c12dd97a5308c28bd0f75b13 Mon Sep 17 00:00:00 2001
From: nlebovits <nissim.lebovits@vanderbilt.edu>
Date: Tue, 24 Sep 2024 09:52:21 -0400
Subject: [PATCH 22/23] Fix lockfile to ensure correct mapbox-gl version

---
 package-lock.json | 5377 ++++++++++++++++++++++++++++-----------------
 1 file changed, 3387 insertions(+), 1990 deletions(-)

diff --git a/package-lock.json b/package-lock.json
index ddb45fa6..e2fb2703 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -17,7 +17,7 @@
         "clsx": "^2.1.1",
         "framer-motion": "^11.3.8",
         "lodash": "^4.17.21",
-        "mapbox-gl": "^3.2.0",
+        "mapbox-gl": "3.2.0",
         "maplibre-gl": "^4.5.0",
         "multi-range-slider-react": "^2.0.7",
         "next": "^14.2.5",
@@ -65,7 +65,8 @@
     },
     "node_modules/@alloc/quick-lru": {
       "version": "5.2.0",
-      "license": "MIT",
+      "resolved": "https://registry.npmjs.org/@alloc/quick-lru/-/quick-lru-5.2.0.tgz",
+      "integrity": "sha512-UrcABB+4bUrFABwbluTIBErXwvbsU/V7TZWfmbgJfbkwiBuziS9gxdODUyuiecfdGQ85jglMW6juS3+z5TsKLw==",
       "engines": {
         "node": ">=10"
       },
@@ -75,7 +76,8 @@
     },
     "node_modules/@babel/code-frame": {
       "version": "7.24.7",
-      "license": "MIT",
+      "resolved": "https://registry.npmjs.org/@babel/code-frame/-/code-frame-7.24.7.tgz",
+      "integrity": "sha512-BcYH1CVJBO9tvyIZ2jVeXgSIMvGZ2FDRvDdOIVQyuklNKSsx+eppDEBq/g47Ayw+RqNFE+URvOShmf+f/qwAlA==",
       "dependencies": {
         "@babel/highlight": "^7.24.7",
         "picocolors": "^1.0.0"
@@ -86,14 +88,16 @@
     },
     "node_modules/@babel/helper-validator-identifier": {
       "version": "7.24.7",
-      "license": "MIT",
+      "resolved": "https://registry.npmjs.org/@babel/helper-validator-identifier/-/helper-validator-identifier-7.24.7.tgz",
+      "integrity": "sha512-rR+PBcQ1SMQDDyF6X0wxtG8QyLCgUB0eRAGguqRLfkCA87l7yAP7ehq8SNj96OOGTO8OBV70KhuFYcIkHXOg0w==",
       "engines": {
         "node": ">=6.9.0"
       }
     },
     "node_modules/@babel/highlight": {
       "version": "7.24.7",
-      "license": "MIT",
+      "resolved": "https://registry.npmjs.org/@babel/highlight/-/highlight-7.24.7.tgz",
+      "integrity": "sha512-EStJpq4OuY8xYfhGVXngigBJRWxftKX9ksiGDnmlY3o7B/V7KIAc9X4oiK87uPJSc/vs5L869bem5fhZa8caZw==",
       "dependencies": {
         "@babel/helper-validator-identifier": "^7.24.7",
         "chalk": "^2.4.2",
@@ -106,7 +110,8 @@
     },
     "node_modules/@babel/highlight/node_modules/ansi-styles": {
       "version": "3.2.1",
-      "license": "MIT",
+      "resolved": "https://registry.npmjs.org/ansi-styles/-/ansi-styles-3.2.1.tgz",
+      "integrity": "sha512-VT0ZI6kZRdTh8YyJw3SMbYm/u+NqfsAxEpWO0Pf9sq8/e94WxxOpPKx9FR1FlyCtOVDNOQ+8ntlqFxiRc+r5qA==",
       "dependencies": {
         "color-convert": "^1.9.0"
       },
@@ -116,7 +121,8 @@
     },
     "node_modules/@babel/highlight/node_modules/chalk": {
       "version": "2.4.2",
-      "license": "MIT",
+      "resolved": "https://registry.npmjs.org/chalk/-/chalk-2.4.2.tgz",
+      "integrity": "sha512-Mti+f9lpJNcwF4tWV8/OrTTtF1gZi+f8FqlyAdouralcFWFQWF2+NgCHShjkCb+IFBLq9buZwE1xckQU4peSuQ==",
       "dependencies": {
         "ansi-styles": "^3.2.1",
         "escape-string-regexp": "^1.0.5",
@@ -128,32 +134,37 @@
     },
     "node_modules/@babel/highlight/node_modules/color-convert": {
       "version": "1.9.3",
-      "license": "MIT",
+      "resolved": "https://registry.npmjs.org/color-convert/-/color-convert-1.9.3.tgz",
+      "integrity": "sha512-QfAUtd+vFdAtFQcC8CCyYt1fYWxSqAiK2cSD6zDB8N3cpsEBAvRxp9zOGg6G/SHHJYAT88/az/IuDGALsNVbGg==",
       "dependencies": {
         "color-name": "1.1.3"
       }
     },
     "node_modules/@babel/highlight/node_modules/color-name": {
       "version": "1.1.3",
-      "license": "MIT"
+      "resolved": "https://registry.npmjs.org/color-name/-/color-name-1.1.3.tgz",
+      "integrity": "sha512-72fSenhMw2HZMTVHeCA9KCmpEIbzWiQsjN+BHcBbS9vr1mtt+vJjPdksIBNUmKAW8TFUDPJK5SUU3QhE9NEXDw=="
     },
     "node_modules/@babel/highlight/node_modules/escape-string-regexp": {
       "version": "1.0.5",
-      "license": "MIT",
+      "resolved": "https://registry.npmjs.org/escape-string-regexp/-/escape-string-regexp-1.0.5.tgz",
+      "integrity": "sha512-vbRorB5FUQWvla16U8R/qgaFIya2qGzwDrNmCZuYKrbdSUMG6I1ZCGQRefkRVhuOkIGVne7BQ35DSfo1qvJqFg==",
       "engines": {
         "node": ">=0.8.0"
       }
     },
     "node_modules/@babel/highlight/node_modules/has-flag": {
       "version": "3.0.0",
-      "license": "MIT",
+      "resolved": "https://registry.npmjs.org/has-flag/-/has-flag-3.0.0.tgz",
+      "integrity": "sha512-sKJf1+ceQBr4SMkvQnBDNDtf4TXpVhVGateu0t918bl30FnbE2m4vNLX+VWe/dpjlb+HugGYzW7uQXH98HPEYw==",
       "engines": {
         "node": ">=4"
       }
     },
     "node_modules/@babel/highlight/node_modules/supports-color": {
       "version": "5.5.0",
-      "license": "MIT",
+      "resolved": "https://registry.npmjs.org/supports-color/-/supports-color-5.5.0.tgz",
+      "integrity": "sha512-QjVjwdXIt408MIiAqCX4oUKsgU2EqAGzs2Ppkm4aQYbjm+ZEWEcW4SfFNTr4uMNZma0ey4f5lgLrkB0aX0QMow==",
       "dependencies": {
         "has-flag": "^3.0.0"
       },
@@ -162,8 +173,9 @@
       }
     },
     "node_modules/@babel/runtime": {
-      "version": "7.25.0",
-      "license": "MIT",
+      "version": "7.25.6",
+      "resolved": "https://registry.npmjs.org/@babel/runtime/-/runtime-7.25.6.tgz",
+      "integrity": "sha512-VBj9MYyDb9tuLq7yzqjgzt6Q+IBQLrGZfdjOekyEirZPHxXWoTSGUTMrpsfi58Up73d13NfYLv8HT9vmznjzhQ==",
       "dependencies": {
         "regenerator-runtime": "^0.14.0"
       },
@@ -173,8 +185,9 @@
     },
     "node_modules/@colors/colors": {
       "version": "1.5.0",
+      "resolved": "https://registry.npmjs.org/@colors/colors/-/colors-1.5.0.tgz",
+      "integrity": "sha512-ooWCrlZP11i8GImSjTHYHLkvFDP48nS4+204nGb1RiX/WXYHmJA2III9/e2DWVabCESdW7hBAEzHRqUn9OUVvQ==",
       "dev": true,
-      "license": "MIT",
       "optional": true,
       "engines": {
         "node": ">=0.1.90"
@@ -182,6 +195,8 @@
     },
     "node_modules/@csstools/cascade-layer-name-parser": {
       "version": "1.0.13",
+      "resolved": "https://registry.npmjs.org/@csstools/cascade-layer-name-parser/-/cascade-layer-name-parser-1.0.13.tgz",
+      "integrity": "sha512-MX0yLTwtZzr82sQ0zOjqimpZbzjMaK/h2pmlrLK7DCzlmiZLYFpoO94WmN1akRVo6ll/TdpHb53vihHLUMyvng==",
       "dev": true,
       "funding": [
         {
@@ -193,7 +208,6 @@
           "url": "https://opencollective.com/csstools"
         }
       ],
-      "license": "MIT",
       "engines": {
         "node": "^14 || ^16 || >=18"
       },
@@ -204,6 +218,8 @@
     },
     "node_modules/@csstools/color-helpers": {
       "version": "4.2.1",
+      "resolved": "https://registry.npmjs.org/@csstools/color-helpers/-/color-helpers-4.2.1.tgz",
+      "integrity": "sha512-CEypeeykO9AN7JWkr1OEOQb0HRzZlPWGwV0Ya6DuVgFdDi6g3ma/cPZ5ZPZM4AWQikDpq/0llnGGlIL+j8afzw==",
       "dev": true,
       "funding": [
         {
@@ -215,13 +231,14 @@
           "url": "https://opencollective.com/csstools"
         }
       ],
-      "license": "MIT-0",
       "engines": {
         "node": "^14 || ^16 || >=18"
       }
     },
     "node_modules/@csstools/css-calc": {
       "version": "1.2.4",
+      "resolved": "https://registry.npmjs.org/@csstools/css-calc/-/css-calc-1.2.4.tgz",
+      "integrity": "sha512-tfOuvUQeo7Hz+FcuOd3LfXVp+342pnWUJ7D2y8NUpu1Ww6xnTbHLpz018/y6rtbHifJ3iIEf9ttxXd8KG7nL0Q==",
       "dev": true,
       "funding": [
         {
@@ -233,7 +250,6 @@
           "url": "https://opencollective.com/csstools"
         }
       ],
-      "license": "MIT",
       "engines": {
         "node": "^14 || ^16 || >=18"
       },
@@ -244,6 +260,8 @@
     },
     "node_modules/@csstools/css-color-parser": {
       "version": "2.0.5",
+      "resolved": "https://registry.npmjs.org/@csstools/css-color-parser/-/css-color-parser-2.0.5.tgz",
+      "integrity": "sha512-lRZSmtl+DSjok3u9hTWpmkxFZnz7stkbZxzKc08aDUsdrWwhSgWo8yq9rq9DaFUtbAyAq2xnH92fj01S+pwIww==",
       "dev": true,
       "funding": [
         {
@@ -255,7 +273,6 @@
           "url": "https://opencollective.com/csstools"
         }
       ],
-      "license": "MIT",
       "dependencies": {
         "@csstools/color-helpers": "^4.2.1",
         "@csstools/css-calc": "^1.2.4"
@@ -270,6 +287,8 @@
     },
     "node_modules/@csstools/css-parser-algorithms": {
       "version": "2.7.1",
+      "resolved": "https://registry.npmjs.org/@csstools/css-parser-algorithms/-/css-parser-algorithms-2.7.1.tgz",
+      "integrity": "sha512-2SJS42gxmACHgikc1WGesXLIT8d/q2l0UFM7TaEeIzdFCE/FPMtTiizcPGGJtlPo2xuQzY09OhrLTzRxqJqwGw==",
       "dev": true,
       "funding": [
         {
@@ -281,7 +300,6 @@
           "url": "https://opencollective.com/csstools"
         }
       ],
-      "license": "MIT",
       "engines": {
         "node": "^14 || ^16 || >=18"
       },
@@ -291,6 +309,8 @@
     },
     "node_modules/@csstools/css-tokenizer": {
       "version": "2.4.1",
+      "resolved": "https://registry.npmjs.org/@csstools/css-tokenizer/-/css-tokenizer-2.4.1.tgz",
+      "integrity": "sha512-eQ9DIktFJBhGjioABJRtUucoWR2mwllurfnM8LuNGAqX3ViZXaUchqk+1s7jjtkFiT9ySdACsFEA3etErkALUg==",
       "dev": true,
       "funding": [
         {
@@ -302,13 +322,14 @@
           "url": "https://opencollective.com/csstools"
         }
       ],
-      "license": "MIT",
       "engines": {
         "node": "^14 || ^16 || >=18"
       }
     },
     "node_modules/@csstools/media-query-list-parser": {
       "version": "2.1.13",
+      "resolved": "https://registry.npmjs.org/@csstools/media-query-list-parser/-/media-query-list-parser-2.1.13.tgz",
+      "integrity": "sha512-XaHr+16KRU9Gf8XLi3q8kDlI18d5vzKSKCY510Vrtc9iNR0NJzbY9hhTmwhzYZj/ZwGL4VmB3TA9hJW0Um2qFA==",
       "dev": true,
       "funding": [
         {
@@ -320,7 +341,6 @@
           "url": "https://opencollective.com/csstools"
         }
       ],
-      "license": "MIT",
       "engines": {
         "node": "^14 || ^16 || >=18"
       },
@@ -331,6 +351,8 @@
     },
     "node_modules/@csstools/postcss-cascade-layers": {
       "version": "4.0.6",
+      "resolved": "https://registry.npmjs.org/@csstools/postcss-cascade-layers/-/postcss-cascade-layers-4.0.6.tgz",
+      "integrity": "sha512-Xt00qGAQyqAODFiFEJNkTpSUz5VfYqnDLECdlA/Vv17nl/OIV5QfTRHGAXrBGG5YcJyHpJ+GF9gF/RZvOQz4oA==",
       "dev": true,
       "funding": [
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@@ -342,7 +364,6 @@
           "url": "https://opencollective.com/csstools"
         }
       ],
-      "license": "MIT-0",
       "dependencies": {
         "@csstools/selector-specificity": "^3.1.1",
         "postcss-selector-parser": "^6.0.13"
@@ -356,6 +377,8 @@
     },
     "node_modules/@csstools/postcss-color-function": {
       "version": "3.0.19",
+      "resolved": "https://registry.npmjs.org/@csstools/postcss-color-function/-/postcss-color-function-3.0.19.tgz",
+      "integrity": "sha512-d1OHEXyYGe21G3q88LezWWx31ImEDdmINNDy0LyLNN9ChgN2bPxoubUPiHf9KmwypBMaHmNcMuA/WZOKdZk/Lg==",
       "dev": true,
       "funding": [
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@@ -367,7 +390,6 @@
           "url": "https://opencollective.com/csstools"
         }
       ],
-      "license": "MIT-0",
       "dependencies": {
         "@csstools/css-color-parser": "^2.0.4",
         "@csstools/css-parser-algorithms": "^2.7.1",
@@ -384,6 +406,8 @@
     },
     "node_modules/@csstools/postcss-color-mix-function": {
       "version": "2.0.19",
+      "resolved": "https://registry.npmjs.org/@csstools/postcss-color-mix-function/-/postcss-color-mix-function-2.0.19.tgz",
+      "integrity": "sha512-mLvQlMX+keRYr16AuvuV8WYKUwF+D0DiCqlBdvhQ0KYEtcQl9/is9Ssg7RcIys8x0jIn2h1zstS4izckdZj9wg==",
       "dev": true,
       "funding": [
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@@ -395,7 +419,6 @@
           "url": "https://opencollective.com/csstools"
         }
       ],
-      "license": "MIT-0",
       "dependencies": {
         "@csstools/css-color-parser": "^2.0.4",
         "@csstools/css-parser-algorithms": "^2.7.1",
@@ -412,6 +435,8 @@
     },
     "node_modules/@csstools/postcss-content-alt-text": {
       "version": "1.0.0",
+      "resolved": "https://registry.npmjs.org/@csstools/postcss-content-alt-text/-/postcss-content-alt-text-1.0.0.tgz",
+      "integrity": "sha512-SkHdj7EMM/57GVvSxSELpUg7zb5eAndBeuvGwFzYtU06/QXJ/h9fuK7wO5suteJzGhm3GDF/EWPCdWV2h1IGHQ==",
       "dev": true,
       "funding": [
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@@ -423,7 +448,6 @@
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-      "license": "MIT-0",
       "dependencies": {
         "@csstools/css-parser-algorithms": "^2.7.1",
         "@csstools/css-tokenizer": "^2.4.1",
@@ -439,6 +463,8 @@
     },
     "node_modules/@csstools/postcss-exponential-functions": {
       "version": "1.0.9",
+      "resolved": "https://registry.npmjs.org/@csstools/postcss-exponential-functions/-/postcss-exponential-functions-1.0.9.tgz",
+      "integrity": "sha512-x1Avr15mMeuX7Z5RJUl7DmjhUtg+Amn5DZRD0fQ2TlTFTcJS8U1oxXQ9e5mA62S2RJgUU6db20CRoJyDvae2EQ==",
       "dev": true,
       "funding": [
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@@ -450,7 +476,6 @@
           "url": "https://opencollective.com/csstools"
         }
       ],
-      "license": "MIT-0",
       "dependencies": {
         "@csstools/css-calc": "^1.2.4",
         "@csstools/css-parser-algorithms": "^2.7.1",
@@ -465,6 +490,8 @@
     },
     "node_modules/@csstools/postcss-font-format-keywords": {
       "version": "3.0.2",
+      "resolved": "https://registry.npmjs.org/@csstools/postcss-font-format-keywords/-/postcss-font-format-keywords-3.0.2.tgz",
+      "integrity": "sha512-E0xz2sjm4AMCkXLCFvI/lyl4XO6aN1NCSMMVEOngFDJ+k2rDwfr6NDjWljk1li42jiLNChVX+YFnmfGCigZKXw==",
       "dev": true,
       "funding": [
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@@ -476,7 +503,6 @@
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         }
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-      "license": "MIT-0",
       "dependencies": {
         "@csstools/utilities": "^1.0.0",
         "postcss-value-parser": "^4.2.0"
@@ -490,6 +516,8 @@
     },
     "node_modules/@csstools/postcss-gamut-mapping": {
       "version": "1.0.11",
+      "resolved": "https://registry.npmjs.org/@csstools/postcss-gamut-mapping/-/postcss-gamut-mapping-1.0.11.tgz",
+      "integrity": "sha512-KrHGsUPXRYxboXmJ9wiU/RzDM7y/5uIefLWKFSc36Pok7fxiPyvkSHO51kh+RLZS1W5hbqw9qaa6+tKpTSxa5g==",
       "dev": true,
       "funding": [
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@@ -501,7 +529,6 @@
           "url": "https://opencollective.com/csstools"
         }
       ],
-      "license": "MIT-0",
       "dependencies": {
         "@csstools/css-color-parser": "^2.0.4",
         "@csstools/css-parser-algorithms": "^2.7.1",
@@ -516,6 +543,8 @@
     },
     "node_modules/@csstools/postcss-gradients-interpolation-method": {
       "version": "4.0.20",
+      "resolved": "https://registry.npmjs.org/@csstools/postcss-gradients-interpolation-method/-/postcss-gradients-interpolation-method-4.0.20.tgz",
+      "integrity": "sha512-ZFl2JBHano6R20KB5ZrB8KdPM2pVK0u+/3cGQ2T8VubJq982I2LSOvQ4/VtxkAXjkPkk1rXt4AD1ni7UjTZ1Og==",
       "dev": true,
       "funding": [
         {
@@ -527,7 +556,6 @@
           "url": "https://opencollective.com/csstools"
         }
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-      "license": "MIT-0",
       "dependencies": {
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         "@csstools/css-parser-algorithms": "^2.7.1",
@@ -544,6 +572,8 @@
     },
     "node_modules/@csstools/postcss-hwb-function": {
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@@ -16921,8 +18303,9 @@
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     "node_modules/wrap-ansi/node_modules/ansi-regex": {
-      "version": "6.0.1",
-      "license": "MIT",
+      "version": "6.1.0",
+      "resolved": "https://registry.npmjs.org/ansi-regex/-/ansi-regex-6.1.0.tgz",
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@@ -16932,7 +18315,8 @@
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     "node_modules/wrap-ansi/node_modules/ansi-styles": {
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-      "license": "MIT",
+      "resolved": "https://registry.npmjs.org/ansi-styles/-/ansi-styles-6.2.1.tgz",
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       "engines": {
         "node": ">=12"
       },
@@ -16942,7 +18326,8 @@
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     "node_modules/wrap-ansi/node_modules/strip-ansi": {
       "version": "7.1.0",
-      "license": "MIT",
+      "resolved": "https://registry.npmjs.org/strip-ansi/-/strip-ansi-7.1.0.tgz",
+      "integrity": "sha512-iq6eVVI64nQQTRYq2KtEg2d2uU7LElhTJwsH4YzIHZshxlgZms/wIc4VoDQTlG/IvVIrBKG06CrZnp0qv7hkcQ==",
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         "ansi-regex": "^6.0.1"
       },
@@ -16955,30 +18340,35 @@
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     "node_modules/wrappy": {
       "version": "1.0.2",
-      "license": "ISC"
+      "resolved": "https://registry.npmjs.org/wrappy/-/wrappy-1.0.2.tgz",
+      "integrity": "sha512-l4Sp/DRseor9wL6EvV2+TuQn63dMkPjZ/sp9XkghTEbV9KlPS1xUsZ3u7/IQO4wxtcFB4bgpQPRcR3QCvezPcQ=="
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     "node_modules/xtend": {
       "version": "4.0.2",
-      "license": "MIT",
+      "resolved": "https://registry.npmjs.org/xtend/-/xtend-4.0.2.tgz",
+      "integrity": "sha512-LKYU1iAXJXUgAXn9URjiu+MWhyUXHsvfp7mcuYm9dSUKK0/CjtrUwFAxD82/mCWbtLsGjFIad0wIsod4zrTAEQ==",
       "engines": {
         "node": ">=0.4"
       }
     },
     "node_modules/y18n": {
       "version": "5.0.8",
+      "resolved": "https://registry.npmjs.org/y18n/-/y18n-5.0.8.tgz",
+      "integrity": "sha512-0pfFzegeDWJHJIAmTLRP2DwHjdF5s7jo9tuztdQxAhINCdvS+3nGINqPd00AphqJR/0LhANUS6/+7SCb98YOfA==",
       "dev": true,
-      "license": "ISC",
       "engines": {
         "node": ">=10"
       }
     },
     "node_modules/yallist": {
       "version": "4.0.0",
-      "license": "ISC"
+      "resolved": "https://registry.npmjs.org/yallist/-/yallist-4.0.0.tgz",
+      "integrity": "sha512-3wdGidZyq5PB084XLES5TpOSRA3wjXAlIWMhum2kRcv/41Sn2emQ0dycQW4uZXLejwKvg6EsvbdlVL+FYEct7A=="
     },
     "node_modules/yaml": {
-      "version": "2.5.0",
-      "license": "ISC",
+      "version": "2.5.1",
+      "resolved": "https://registry.npmjs.org/yaml/-/yaml-2.5.1.tgz",
+      "integrity": "sha512-bLQOjaX/ADgQ20isPJRvF0iRUHIxVhYvr53Of7wGcWlO2jvtUlH5m87DsmulFVxRpNLOnI4tB6p/oh8D7kpn9Q==",
       "bin": {
         "yaml": "bin.mjs"
       },
@@ -16988,8 +18378,9 @@
     },
     "node_modules/yargs": {
       "version": "17.7.2",
+      "resolved": "https://registry.npmjs.org/yargs/-/yargs-17.7.2.tgz",
+      "integrity": "sha512-7dSzzRQ++CKnNI/krKnYRV7JKKPUXMEh61soaHKg9mrWEhzFWhFnxPxGl+69cD1Ou63C13NUPCnmIcrvqCuM6w==",
       "dev": true,
-      "license": "MIT",
       "dependencies": {
         "cliui": "^8.0.1",
         "escalade": "^3.1.1",
@@ -17005,20 +18396,23 @@
     },
     "node_modules/yargs-parser": {
       "version": "20.2.9",
-      "license": "ISC",
+      "resolved": "https://registry.npmjs.org/yargs-parser/-/yargs-parser-20.2.9.tgz",
+      "integrity": "sha512-y11nGElTIV+CT3Zv9t7VKl+Q3hTQoT9a1Qzezhhl6Rp21gJ/IVTW7Z3y9EWXhuUBC2Shnf+DX0antecpAwSP8w==",
       "engines": {
         "node": ">=10"
       }
     },
     "node_modules/yargs/node_modules/emoji-regex": {
       "version": "8.0.0",
-      "dev": true,
-      "license": "MIT"
+      "resolved": "https://registry.npmjs.org/emoji-regex/-/emoji-regex-8.0.0.tgz",
+      "integrity": "sha512-MSjYzcWNOA0ewAHpz0MxpYFvwg6yjy1NG3xteoqz644VCo/RPgnr1/GGt+ic3iJTzQ8Eu3TdM14SawnVUmGE6A==",
+      "dev": true
     },
     "node_modules/yargs/node_modules/string-width": {
       "version": "4.2.3",
+      "resolved": "https://registry.npmjs.org/string-width/-/string-width-4.2.3.tgz",
+      "integrity": "sha512-wKyQRQpjJ0sIp62ErSZdGsjMJWsap5oRNihHhu6G7JVO/9jIB6UyevL+tXuOqrng8j/cxKTWyWUwvSTriiZz/g==",
       "dev": true,
-      "license": "MIT",
       "dependencies": {
         "emoji-regex": "^8.0.0",
         "is-fullwidth-code-point": "^3.0.0",
@@ -17030,16 +18424,18 @@
     },
     "node_modules/yargs/node_modules/yargs-parser": {
       "version": "21.1.1",
+      "resolved": "https://registry.npmjs.org/yargs-parser/-/yargs-parser-21.1.1.tgz",
+      "integrity": "sha512-tVpsJW7DdjecAiFpbIB1e3qxIQsE6NoPc5/eTdrbbIC4h0LVsWhnoa3g+m2HclBIujHzsxZ4VJVA+GUuc2/LBw==",
       "dev": true,
-      "license": "ISC",
       "engines": {
         "node": ">=12"
       }
     },
     "node_modules/yocto-queue": {
       "version": "0.1.0",
+      "resolved": "https://registry.npmjs.org/yocto-queue/-/yocto-queue-0.1.0.tgz",
+      "integrity": "sha512-rVksvsnNCdJ/ohGc6xgPwyN8eheCxsiLM8mxuE/t/mOVqJewPuO1miLpTHQiRgTKCLexL4MeAFVagts7HmNZ2Q==",
       "dev": true,
-      "license": "MIT",
       "engines": {
         "node": ">=10"
       },
@@ -17049,8 +18445,9 @@
     },
     "node_modules/yoctocolors": {
       "version": "2.1.1",
+      "resolved": "https://registry.npmjs.org/yoctocolors/-/yoctocolors-2.1.1.tgz",
+      "integrity": "sha512-GQHQqAopRhwU8Kt1DDM8NjibDXHC8eoh1erhGAJPEyveY9qqVeXvVikNKrDz69sHowPMorbPUrH/mx8c50eiBQ==",
       "dev": true,
-      "license": "MIT",
       "engines": {
         "node": ">=18"
       },

From 7048920d55ac6172a56261b065f00c4e580fa831 Mon Sep 17 00:00:00 2001
From: nlebovits <nissim.lebovits@vanderbilt.edu>
Date: Tue, 24 Sep 2024 09:54:16 -0400
Subject: [PATCH 23/23] lock down mapbox version

---
 package.json | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/package.json b/package.json
index 99b5e238..ad430062 100644
--- a/package.json
+++ b/package.json
@@ -21,7 +21,7 @@
     "clsx": "^2.1.1",
     "framer-motion": "^11.3.8",
     "lodash": "^4.17.21",
-    "mapbox-gl": "^3.2.0",
+    "mapbox-gl": "3.2.0",
     "maplibre-gl": "^4.5.0",
     "multi-range-slider-react": "^2.0.7",
     "next": "^14.2.5",