From 16a45ba121e52b4420a1e6f50b980f044cd551ca Mon Sep 17 00:00:00 2001
From: Nathan Lugg <nrlugg@gmail.com>
Date: Mon, 11 Nov 2024 13:04:21 +0900
Subject: [PATCH 01/25] fix directory structure
---
Pipfile.lock | 1131 ++++++++++-------
.../{schema.yml => src_seed/_models.yml} | 7 +
.../models/staging/src_seed/stg_customers.sql | 3 +
.../stg_customers_pii.sql} | 0
.../staging/{ => src_seed}/stg_orders.sql | 0
.../staging/{ => src_seed}/stg_payments.sql | 0
.../models/{docs.md => warehouse/_docs.md} | 0
.../{schema.yml => warehouse/_models.yml} | 4 +-
.../wh_customers.sql} | 0
.../{orders.sql => warehouse/wh_orders.sql} | 0
pyproject.toml | 2 +
11 files changed, 693 insertions(+), 454 deletions(-)
rename jaffle_shop/models/staging/{schema.yml => src_seed/_models.yml} (84%)
create mode 100644 jaffle_shop/models/staging/src_seed/stg_customers.sql
rename jaffle_shop/models/staging/{stg_customers.sql => src_seed/stg_customers_pii.sql} (100%)
rename jaffle_shop/models/staging/{ => src_seed}/stg_orders.sql (100%)
rename jaffle_shop/models/staging/{ => src_seed}/stg_payments.sql (100%)
rename jaffle_shop/models/{docs.md => warehouse/_docs.md} (100%)
rename jaffle_shop/models/{schema.yml => warehouse/_models.yml} (98%)
rename jaffle_shop/models/{customers.sql => warehouse/wh_customers.sql} (100%)
rename jaffle_shop/models/{orders.sql => warehouse/wh_orders.sql} (100%)
create mode 100644 pyproject.toml
diff --git a/Pipfile.lock b/Pipfile.lock
index f8d9c41d4..b9d6f8480 100644
--- a/Pipfile.lock
+++ b/Pipfile.lock
@@ -25,112 +25,219 @@
},
"attrs": {
"hashes": [
- "sha256:29adc2665447e5191d0e7c568fde78b21f9672d344281d0c6e1ab085429b22b6",
- "sha256:86efa402f67bf2df34f51a335487cf46b1ec130d02b8d39fd248abfd30da551c"
+ "sha256:5cfb1b9148b5b086569baec03f20d7b6bf3bcacc9a42bebf87ffaaca362f6346",
+ "sha256:81921eb96de3191c8258c199618104dd27ac608d9366f5e35d011eae1867ede2"
],
- "markers": "python_version >= '3.5'",
- "version": "==22.1.0"
+ "markers": "python_version >= '3.7'",
+ "version": "==24.2.0"
},
"babel": {
"hashes": [
- "sha256:1ad3eca1c885218f6dce2ab67291178944f810a10a9b5f3cb8382a5a232b64fe",
- "sha256:5ef4b3226b0180dedded4229651c8b0e1a3a6a2837d45a073272f313e4cf97f6"
+ "sha256:368b5b98b37c06b7daf6696391c3240c938b37767d4584413e8438c5c435fa8b",
+ "sha256:d1f3554ca26605fe173f3de0c65f750f5a42f924499bf134de6423582298e316"
],
- "markers": "python_version >= '3.6'",
- "version": "==2.11.0"
+ "markers": "python_version >= '3.8'",
+ "version": "==2.16.0"
},
"certifi": {
"hashes": [
- "sha256:0d9c601124e5a6ba9712dbc60d9c53c21e34f5f641fe83002317394311bdce14",
- "sha256:90c1a32f1d68f940488354e36370f6cca89f0f106db09518524c88d6ed83f382"
+ "sha256:922820b53db7a7257ffbda3f597266d435245903d80737e34f8a45ff3e3230d8",
+ "sha256:bec941d2aa8195e248a60b31ff9f0558284cf01a52591ceda73ea9afffd69fd9"
],
"markers": "python_version >= '3.6'",
- "version": "==2022.9.24"
+ "version": "==2024.8.30"
},
"cffi": {
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+ "sha256:dd4eda173a9fcccb5f2e2bd2a9f423d180194b1bf17cf59e3269899235b2a114",
+ "sha256:dd9a8bd8900e65504a305bf8ae6fa9fbc66de94178c420791d0293702fce2df7",
+ "sha256:de7376c29d95d6719048c194a9cf1a1b0393fbe8488a22008610b0361d834ecf",
+ "sha256:e7fdd52961feb4c96507aa649550ec2a0d527c086d284749b2f582f2d40a2e0d",
+ "sha256:e91f541a85298cf35433bf66f3fab2a4a2cff05c127eeca4af174f6d497f0d4b",
+ "sha256:e9e3c4c9e1ed40ea53acf11e2a386383c3304212c965773704e4603d589343ed",
+ "sha256:ee803480535c44e7f5ad00788526da7d85525cfefaf8acf8ab9a310000be4b03",
+ "sha256:f09cb5a7bbe1ecae6e87901a2eb23e0256bb524a79ccc53eb0b7629fbe7677c4",
+ "sha256:f19c1585933c82098c2a520f8ec1227f20e339e33aca8fa6f956f6691b784e67",
+ "sha256:f1a2f519ae173b5b6a2c9d5fa3116ce16e48b3462c8b96dfdded11055e3d6365",
+ "sha256:f28f891ccd15c514a0981f3b9db9aa23d62fe1a99997512b0491d2ed323d229a",
+ "sha256:f3e73a4255342d4eb26ef6df01e3962e73aa29baa3124a8e824c5d3364a65748",
+ "sha256:f606a1881d2663630ea5b8ce2efe2111740df4b687bd78b34a8131baa007f79b",
+ "sha256:fe9f97feb71aa9896b81973a7bbada8c49501dc73e58a10fcef6663af95e5079",
+ "sha256:ffc519621dce0c767e96b9c53f09c5d215578e10b02c285809f76509a3931482"
+ ],
+ "markers": "python_full_version >= '3.7.0'",
+ "version": "==3.4.0"
},
"click": {
"hashes": [
- "sha256:7682dc8afb30297001674575ea00d1814d808d6a36af415a82bd481d37ba7b8e",
- "sha256:bb4d8133cb15a609f44e8213d9b391b0809795062913b383c62be0ee95b1db48"
+ "sha256:ae74fb96c20a0277a1d615f1e4d73c8414f5a98db8b799a7931d1582f3390c28",
+ "sha256:ca9853ad459e787e2192211578cc907e7594e294c7ccc834310722b41b9ca6de"
],
"markers": "python_version >= '3.7'",
- "version": "==8.1.3"
+ "version": "==8.1.7"
},
"colorama": {
"hashes": [
@@ -142,11 +249,11 @@
},
"databricks-sql-connector": {
"hashes": [
- "sha256:181007919044c8c21b63232fa8b3d3054a65343f4f37eb40fef93b7fee3ddc19",
- "sha256:b936adc8755902347faafab40dea7b3e63b6f2da87a55cfda770e0fb792613f4"
+ "sha256:126b1b0ec8403c2ca7d84f1c617ef482f4288f428608b51122186dabc69bbd0f",
+ "sha256:4302828afa17b9f993dc63143aa35c76e30d2b46bdb4bcc47452d4c44bb412d8"
],
- "markers": "python_full_version >= '3.7.1' and python_full_version < '4.0.0'",
- "version": "==2.1.0"
+ "markers": "python_full_version >= '3.8.0' and python_full_version < '4.0.0'",
+ "version": "==3.6.0"
},
"dbt-core": {
"hashes": [
@@ -154,6 +261,7 @@
"sha256:63f2f691af87790a4315e15267b863ecdd67828da5c76367c2c2f1cad08c6822"
],
"index": "pypi",
+ "markers": "python_full_version >= '3.7.2'",
"version": "==1.3.0"
},
"dbt-databricks": {
@@ -164,7 +272,7 @@
"sha256:0b0956a597befb574971e45341ca6c37de42cbfa2db61a7aab55bd5236a57206",
"sha256:9debf9280e3a791bc104bd089aa82ff1adfb7f2cddfe1ccd41b99bdf12619258"
],
- "index": "pypi",
+ "markers": "python_version >= '3.7'",
"version": "==1.3.2"
},
"dbt-extractor": {
@@ -191,26 +299,35 @@
},
"dbt-spark": {
"hashes": [
- "sha256:52362eacf814e0bd5964ec0f67eb818fd596df0328be07a2ce0b9b9d40d072da",
- "sha256:99f6dbeec2d135f7a1c91b75abb2ff13aee9fa5285e53a19200ed0ec03f13a9d"
+ "sha256:97646503d921ce8b43896bfb9ed55a0f63fdcb2f989d955c2505cb60bf709adf",
+ "sha256:9bccd36f3e3a5a7b2b38381be9038107e34096c207312077460f04805c63864d"
],
"markers": "python_version >= '3.7'",
- "version": "==1.3.0"
+ "version": "==1.3.3"
+ },
+ "et-xmlfile": {
+ "hashes": [
+ "sha256:7a91720bc756843502c3b7504c77b8fe44217c85c537d85037f0f536151b2caa",
+ "sha256:dab3f4764309081ce75662649be815c4c9081e88f0837825f90fd28317d4da54"
+ ],
+ "markers": "python_version >= '3.8'",
+ "version": "==2.0.0"
},
"exceptiongroup": {
"hashes": [
- "sha256:a31cd183c3dea02e617aab5153588d5f7258a77b51f0ef41b3815ae8a0d0f695",
- "sha256:c22f11ec6a10d2b453871c5c5fe887436c4d1961324ce9090f2ca6ddc4180c27"
+ "sha256:3111b9d131c238bec2f8f516e123e14ba243563fb135d3fe885990585aa7795b",
+ "sha256:47c2edf7c6738fafb49fd34290706d1a1a2f4d1c6df275526b62cbb4aa5393cc"
],
"markers": "python_version < '3.11'",
- "version": "==1.0.2"
+ "version": "==1.2.2"
},
"future": {
"hashes": [
- "sha256:b1bead90b70cf6ec3f0710ae53a525360fa360d306a86583adc6bf83a4db537d"
+ "sha256:929292d34f5872e70396626ef385ec22355a1fae8ad29e1a734c3e43f9fbc216",
+ "sha256:bd2968309307861edae1458a4f8a4f3598c03be43b97521076aebf5d94c07b05"
],
- "markers": "python_version >= '2.6' and python_version not in '3.0, 3.1, 3.2, 3.3'",
- "version": "==0.18.2"
+ "markers": "python_version >= '2.6' and python_version not in '3.0, 3.1, 3.2'",
+ "version": "==1.0.0"
},
"glob2": {
"hashes": [
@@ -228,18 +345,19 @@
},
"idna": {
"hashes": [
- "sha256:814f528e8dead7d329833b91c5faa87d60bf71824cd12a7530b5526063d02cb4",
- "sha256:90b77e79eaa3eba6de819a0c442c0b4ceefc341a7a2ab77d7562bf49f425c5c2"
+ "sha256:12f65c9b470abda6dc35cf8e63cc574b1c52b11df2c86030af0ac09b01b13ea9",
+ "sha256:946d195a0d259cbba61165e88e65941f16e9b36ea6ddb97f00452bae8b1287d3"
],
- "markers": "python_version >= '3.5'",
- "version": "==3.4"
+ "markers": "python_version >= '3.6'",
+ "version": "==3.10"
},
"iniconfig": {
"hashes": [
- "sha256:011e24c64b7f47f6ebd835bb12a743f2fbe9a26d4cecaa7f53bc4f35ee9da8b3",
- "sha256:bc3af051d7d14b2ee5ef9969666def0cd1a000e121eaea580d4a313df4b37f32"
+ "sha256:2d91e135bf72d31a410b17c16da610a82cb55f6b0477d1a902134b24a455b8b3",
+ "sha256:b6a85871a79d2e3b22d2d1b94ac2824226a63c6b741c88f7ae975f18b6778374"
],
- "version": "==1.1.1"
+ "markers": "python_version >= '3.7'",
+ "version": "==2.0.0"
},
"isodate": {
"hashes": [
@@ -265,10 +383,10 @@
},
"leather": {
"hashes": [
- "sha256:5e741daee96e9f1e9e06081b8c8a10c4ac199301a0564cdd99b09df15b4603d2",
- "sha256:b43e21c8fa46b2679de8449f4d953c06418666dc058ce41055ee8a8d3bb40918"
+ "sha256:18290bc93749ae39039af5e31e871fcfad74d26c4c3ea28ea4f681f4571b3a2b",
+ "sha256:f964bec2086f3153a6c16e707f20cb718f811f57af116075f4c0f4805c608b95"
],
- "version": "==0.3.4"
+ "version": "==0.4.0"
},
"logbook": {
"hashes": [
@@ -284,51 +402,113 @@
],
"version": "==1.5.3"
},
+ "lz4": {
+ "hashes": [
+ "sha256:01fe674ef2889dbb9899d8a67361e0c4a2c833af5aeb37dd505727cf5d2a131e",
+ "sha256:054b4631a355606e99a42396f5db4d22046a3397ffc3269a348ec41eaebd69d2",
+ "sha256:0a136e44a16fc98b1abc404fbabf7f1fada2bdab6a7e970974fb81cf55b636d0",
+ "sha256:0e9c410b11a31dbdc94c05ac3c480cb4b222460faf9231f12538d0074e56c563",
+ "sha256:222a7e35137d7539c9c33bb53fcbb26510c5748779364014235afc62b0ec797f",
+ "sha256:24b3206de56b7a537eda3a8123c644a2b7bf111f0af53bc14bed90ce5562d1aa",
+ "sha256:2b901c7784caac9a1ded4555258207d9e9697e746cc8532129f150ffe1f6ba0d",
+ "sha256:2f7b1839f795315e480fb87d9bc60b186a98e3e5d17203c6e757611ef7dcef61",
+ "sha256:30e8c20b8857adef7be045c65f47ab1e2c4fabba86a9fa9a997d7674a31ea6b6",
+ "sha256:31ea4be9d0059c00b2572d700bf2c1bc82f241f2c3282034a759c9a4d6ca4dc2",
+ "sha256:337cb94488a1b060ef1685187d6ad4ba8bc61d26d631d7ba909ee984ea736be1",
+ "sha256:33c9a6fd20767ccaf70649982f8f3eeb0884035c150c0b818ea660152cf3c809",
+ "sha256:363ab65bf31338eb364062a15f302fc0fab0a49426051429866d71c793c23394",
+ "sha256:43cf03059c0f941b772c8aeb42a0813d68d7081c009542301637e5782f8a33e2",
+ "sha256:56f4fe9c6327adb97406f27a66420b22ce02d71a5c365c48d6b656b4aaeb7775",
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+ "sha256:6756212507405f270b66b3ff7f564618de0606395c0fe10a7ae2ffcbbe0b1fba",
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@@ -349,60 +529,72 @@
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+ "version": "==1.1.0"
},
"networkx": {
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@@ -414,37 +606,37 @@
},
"numpy": {
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},
"oauthlib": {
"hashes": [
@@ -454,6 +646,14 @@
"markers": "python_version >= '3.6'",
"version": "==3.2.2"
},
+ "openpyxl": {
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@@ -464,36 +664,34 @@
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+ "sha256:c02f372a88e0d17f36d3093a644c73cfc1788e876a7c4bcb4020a77512e2043c",
+ "sha256:ce0c6f76a0f1ba361551f3e6dceaff06bde7514a374aa43e33b588ec10420183",
+ "sha256:d9cd88488cceb7635aebb84809d087468eb33551097d600c6dad13602029c2df",
+ "sha256:e4c7c9f27a4185304c7caf96dc7d91bc60bc162221152de697c98eb0b2648dd8",
+ "sha256:f167beed68918d62bffb6ec64f2e1d8a7d297a038f86d4aed056b9493fca407f",
+ "sha256:f3421a7afb1a43f7e38e82e844e2bca9a6d793d66c1a7f9f0ff39a795bbc5e02"
],
"markers": "python_version >= '3.8'",
- "version": "==1.5.1"
+ "version": "==2.0.3"
},
"parsedatetime": {
"hashes": [
@@ -507,123 +705,144 @@
"sha256:7d15c4ddb0b5c802d161efc417ec1a2558ea2653c2e8ad9c19098201dc1c993a",
"sha256:e564499435a2673d586f6b2130bb5b95f04a3ba06f81b8f895b651a3c76aabb1"
],
- "markers": "python_version >= '3.7'",
"version": "==0.9.0"
},
"pluggy": {
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- "sha256:4224373bacce55f955a878bf9cfa763c1e360858e330072059e10bad68531159",
- "sha256:74134bbf457f031a36d68416e1509f34bd5ccc019f0bcc952c7b909d06b37bd3"
+ "sha256:2cffa88e94fdc978c4c574f15f9e59b7f4201d439195c3715ca9e2486f1d0cf1",
+ "sha256:44e1ad92c8ca002de6377e165f3e0f1be63266ab4d554740532335b9d75ea669"
],
- "markers": "python_version >= '3.6'",
- "version": "==1.0.0"
+ "markers": "python_version >= '3.8'",
+ "version": "==1.5.0"
},
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- "markers": "python_version >= '3.7'",
- "version": "==9.0.0"
+ "markers": "python_version >= '3.8'",
+ "version": "==16.1.0"
},
"pycparser": {
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- "sha256:e644fdec12f7872f86c58ff790da456218b10f863970249516d60a5eaca77206"
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- "version": "==2.21"
+ "markers": "python_version >= '3.8'",
+ "version": "==2.22"
},
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- "sha256:5026bae9a10eeaefb61dab2f09052b9f4307d44aee4eda64b309723d8d206bbc"
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],
"markers": "python_full_version >= '3.6.8'",
- "version": "==3.0.9"
+ "version": "==3.1.4"
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],
- "markers": "python_version >= '3.7'",
- "version": "==0.19.2"
+ "markers": "python_version >= '3.8'",
+ "version": "==0.20.0"
},
"pytest": {
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- "sha256:c4014eb40e10f11f355ad4e3c2fb2c6c6d1919c73f3b5a433de4708202cade59"
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],
- "markers": "python_version >= '3.7'",
- "version": "==7.2.0"
+ "markers": "python_version >= '3.8'",
+ "version": "==8.3.3"
},
"pytest-mock": {
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- "sha256:fbbdb085ef7c252a326fd8cdcac0aa3b1333d8811f131bdcc701002e1be7ed4f"
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],
"index": "pypi",
- "version": "==3.10.0"
+ "markers": "python_version >= '3.8'",
+ "version": "==3.14.0"
},
"python-dateutil": {
"hashes": [
"sha256:0123cacc1627ae19ddf3c27a5de5bd67ee4586fbdd6440d9748f8abb483d3e86",
"sha256:961d03dc3453ebbc59dbdea9e4e11c5651520a876d0f4db161e8674aae935da9"
],
- "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
+ "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2'",
"version": "==2.8.2"
},
"python-slugify": {
"hashes": [
- "sha256:272d106cb31ab99b3496ba085e3fea0e9e76dcde967b5e9992500d1f785ce4e1",
- "sha256:7b2c274c308b62f4269a9ba701aa69a797e9bca41aeee5b3a9e79e36b6656927"
+ "sha256:276540b79961052b66b7d116620b36518847f52d5fd9e3a70164fc8c50faa6b8",
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],
- "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4, 3.5'",
- "version": "==6.1.2"
+ "markers": "python_version >= '3.7'",
+ "version": "==8.0.4"
},
"pytimeparse": {
"hashes": [
@@ -634,96 +853,110 @@
},
"pytz": {
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- "sha256:e89512406b793ca39f5971bc999cc538ce125c0e51c27941bef4568b460095e2"
+ "sha256:2aa355083c50a0f93fa581709deac0c9ad65cca8a9e9beac660adcbd493c798a",
+ "sha256:31c7c1817eb7fae7ca4b8c7ee50c72f93aa2dd863de768e1ef4245d426aa0725"
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@@ -734,66 +967,67 @@
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+ "markers": "python_version >= '3.8'",
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- "version": "==1.26.12"
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+ "markers": "python_version >= '3.8'",
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@@ -805,43 +1039,36 @@
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- "markers": "python_full_version >= '3.6.8'",
- "version": "==3.0.9"
+ "markers": "python_version >= '3.8'",
+ "version": "==1.5.0"
},
"pytest": {
"hashes": [
- "sha256:892f933d339f068883b6fd5a459f03d85bfcb355e4981e146d2c7616c21fef71",
- "sha256:c4014eb40e10f11f355ad4e3c2fb2c6c6d1919c73f3b5a433de4708202cade59"
+ "sha256:70b98107bd648308a7952b06e6ca9a50bc660be218d53c257cc1fc94fda10181",
+ "sha256:a6853c7375b2663155079443d2e45de913a911a11d669df02a50814944db57b2"
],
- "markers": "python_version >= '3.7'",
- "version": "==7.2.0"
+ "markers": "python_version >= '3.8'",
+ "version": "==8.3.3"
},
"pytest-mock": {
"hashes": [
- "sha256:f4c973eeae0282963eb293eb173ce91b091a79c1334455acfac9ddee8a1c784b",
- "sha256:fbbdb085ef7c252a326fd8cdcac0aa3b1333d8811f131bdcc701002e1be7ed4f"
+ "sha256:0b72c38033392a5f4621342fe11e9219ac11ec9d375f8e2a0c164539e0d70f6f",
+ "sha256:2719255a1efeceadbc056d6bf3df3d1c5015530fb40cf347c0f9afac88410bd0"
],
"index": "pypi",
- "version": "==3.10.0"
+ "markers": "python_version >= '3.8'",
+ "version": "==3.14.0"
},
"tomli": {
"hashes": [
- "sha256:939de3e7a6161af0c887ef91b7d41a53e7c5a1ca976325f429cb46ea9bc30ecc",
- "sha256:de526c12914f0c550d15924c62d72abc48d6fe7364aa87328337a31007fe8a4f"
+ "sha256:2ebe24485c53d303f690b0ec092806a085f07af5a5aa1464f3931eec36caaa38",
+ "sha256:d46d457a85337051c36524bc5349dd91b1877838e2979ac5ced3e710ed8a60ed"
],
"markers": "python_version < '3.11'",
- "version": "==2.0.1"
+ "version": "==2.0.2"
}
}
}
diff --git a/jaffle_shop/models/staging/schema.yml b/jaffle_shop/models/staging/src_seed/_models.yml
similarity index 84%
rename from jaffle_shop/models/staging/schema.yml
rename to jaffle_shop/models/staging/src_seed/_models.yml
index c207e4cf5..92136a644 100644
--- a/jaffle_shop/models/staging/schema.yml
+++ b/jaffle_shop/models/staging/src_seed/_models.yml
@@ -1,6 +1,13 @@
version: 2
models:
+ - name: stg_customers_pii
+ columns:
+ - name: customer_id
+ tests:
+ - unique
+ - not_null
+
- name: stg_customers
columns:
- name: customer_id
diff --git a/jaffle_shop/models/staging/src_seed/stg_customers.sql b/jaffle_shop/models/staging/src_seed/stg_customers.sql
new file mode 100644
index 000000000..a88e326f6
--- /dev/null
+++ b/jaffle_shop/models/staging/src_seed/stg_customers.sql
@@ -0,0 +1,3 @@
+select
+ {{ hash_sensitive_columns('stg_customers_pii') }}
+from {{ ref('stg_customers_pii') }}
diff --git a/jaffle_shop/models/staging/stg_customers.sql b/jaffle_shop/models/staging/src_seed/stg_customers_pii.sql
similarity index 100%
rename from jaffle_shop/models/staging/stg_customers.sql
rename to jaffle_shop/models/staging/src_seed/stg_customers_pii.sql
diff --git a/jaffle_shop/models/staging/stg_orders.sql b/jaffle_shop/models/staging/src_seed/stg_orders.sql
similarity index 100%
rename from jaffle_shop/models/staging/stg_orders.sql
rename to jaffle_shop/models/staging/src_seed/stg_orders.sql
diff --git a/jaffle_shop/models/staging/stg_payments.sql b/jaffle_shop/models/staging/src_seed/stg_payments.sql
similarity index 100%
rename from jaffle_shop/models/staging/stg_payments.sql
rename to jaffle_shop/models/staging/src_seed/stg_payments.sql
diff --git a/jaffle_shop/models/docs.md b/jaffle_shop/models/warehouse/_docs.md
similarity index 100%
rename from jaffle_shop/models/docs.md
rename to jaffle_shop/models/warehouse/_docs.md
diff --git a/jaffle_shop/models/schema.yml b/jaffle_shop/models/warehouse/_models.yml
similarity index 98%
rename from jaffle_shop/models/schema.yml
rename to jaffle_shop/models/warehouse/_models.yml
index 381349cfd..5139030c2 100644
--- a/jaffle_shop/models/schema.yml
+++ b/jaffle_shop/models/warehouse/_models.yml
@@ -1,7 +1,7 @@
version: 2
models:
- - name: customers
+ - name: wh_customers
description: This table has basic information about a customer, as well as some derived facts based on a customer's orders
columns:
@@ -29,7 +29,7 @@ models:
- name: total_order_amount
description: Total value (AUD) of a customer's orders
- - name: orders
+ - name: wh_orders
description: This table has basic information about orders, as well as some derived facts based on payments
columns:
diff --git a/jaffle_shop/models/customers.sql b/jaffle_shop/models/warehouse/wh_customers.sql
similarity index 100%
rename from jaffle_shop/models/customers.sql
rename to jaffle_shop/models/warehouse/wh_customers.sql
diff --git a/jaffle_shop/models/orders.sql b/jaffle_shop/models/warehouse/wh_orders.sql
similarity index 100%
rename from jaffle_shop/models/orders.sql
rename to jaffle_shop/models/warehouse/wh_orders.sql
diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 000000000..7f15492a5
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,2 @@
+[tool.pytest.ini_options]
+addopts = "--ignore=dbt_packages"
From 10d8688ec7f54639f4c49b448782800e520f6bfa Mon Sep 17 00:00:00 2001
From: Nathan Lugg <nrlugg@gmail.com>
Date: Mon, 11 Nov 2024 13:14:50 +0900
Subject: [PATCH 02/25] update staging schemas and descriptions
---
.../models/staging/src_seed/_models.yml | 32 +++++++++++++++++++
.../models/staging/src_seed/stg_payments.sql | 2 +-
2 files changed, 33 insertions(+), 1 deletion(-)
diff --git a/jaffle_shop/models/staging/src_seed/_models.yml b/jaffle_shop/models/staging/src_seed/_models.yml
index 92136a644..5beae6090 100644
--- a/jaffle_shop/models/staging/src_seed/_models.yml
+++ b/jaffle_shop/models/staging/src_seed/_models.yml
@@ -2,26 +2,53 @@ version: 2
models:
- name: stg_customers_pii
+ meta:
+ owner: 'nathan.lugg@kraken.tech'
+ sensitive: true
+ description: |
+ A table with a row per customer which simply contains their first_name, last_name,
+ and customer ID
columns:
- name: customer_id
+ description: Primary key
tests:
- unique
- not_null
+ - name: first_name
+ meta:
+ sensitive: true
+ - name: last_name
+ meta:
+ sensitive: true
- name: stg_customers
+ meta:
+ owner: 'nathan.lugg@kraken.tech'
+ description: |
+ A non-sensitive version of `stg_customers_pii` where the first_name and last_name
+ have been replaced with hashes
columns:
- name: customer_id
+ description: Primary key
tests:
- unique
- not_null
+ - name: first_name_hash
+ - name: last_name_hash
- name: stg_orders
columns:
- name: order_id
+ description: Primary key
tests:
- unique
- not_null
+ - name: customer_id
+ description: Foreign key referring to customer_id in `stg_customers_pii`/`stg_customers`
+ - name: order_date
+ description: The date the order was placed
- name: status
+ description: Current status of the order
tests:
- accepted_values:
values: ['placed', 'shipped', 'completed', 'return_pending', 'returned']
@@ -29,10 +56,15 @@ models:
- name: stg_payments
columns:
- name: payment_id
+ description: Primary key
tests:
- unique
- not_null
+ - name: order_id
+ description: Foreign key referring to order_id in `stg_orders`
- name: payment_method
tests:
- accepted_values:
values: ['credit_card', 'coupon', 'bank_transfer', 'gift_card']
+ - name: amount_dollars
+ description: The amount, in dollars, of the order
diff --git a/jaffle_shop/models/staging/src_seed/stg_payments.sql b/jaffle_shop/models/staging/src_seed/stg_payments.sql
index 700cf7f4f..502a3ecdc 100644
--- a/jaffle_shop/models/staging/src_seed/stg_payments.sql
+++ b/jaffle_shop/models/staging/src_seed/stg_payments.sql
@@ -16,7 +16,7 @@ renamed as (
payment_method,
-- `amount` is currently stored in cents, so we convert it to dollars
- amount / 100 as amount
+ amount / 100 as amount_dollars
from source
From f0d4da7863f91a5a3402702d76d7c10fb5620163 Mon Sep 17 00:00:00 2001
From: Nathan Lugg <nrlugg@gmail.com>
Date: Mon, 11 Nov 2024 13:18:09 +0900
Subject: [PATCH 03/25] remove PII from wh_customers
---
jaffle_shop/models/warehouse/_models.yml | 6 ------
jaffle_shop/models/warehouse/wh_customers.sql | 2 --
2 files changed, 8 deletions(-)
diff --git a/jaffle_shop/models/warehouse/_models.yml b/jaffle_shop/models/warehouse/_models.yml
index 5139030c2..f259a72e1 100644
--- a/jaffle_shop/models/warehouse/_models.yml
+++ b/jaffle_shop/models/warehouse/_models.yml
@@ -11,12 +11,6 @@ models:
- unique
- not_null
- - name: first_name
- description: Customer's first name. PII.
-
- - name: last_name
- description: Customer's last name. PII.
-
- name: first_order
description: Date (UTC) of a customer's first order
diff --git a/jaffle_shop/models/warehouse/wh_customers.sql b/jaffle_shop/models/warehouse/wh_customers.sql
index 016a004fe..c4f2b604f 100644
--- a/jaffle_shop/models/warehouse/wh_customers.sql
+++ b/jaffle_shop/models/warehouse/wh_customers.sql
@@ -49,8 +49,6 @@ final as (
select
customers.customer_id,
- customers.first_name,
- customers.last_name,
customer_orders.first_order,
customer_orders.most_recent_order,
customer_orders.number_of_orders,
From 3c5eabd917720cb3bcc61c32d9ab598bfda66091 Mon Sep 17 00:00:00 2001
From: Nathan Lugg <nrlugg@gmail.com>
Date: Mon, 11 Nov 2024 16:09:21 +0900
Subject: [PATCH 04/25] rename macros meta
---
jaffle_shop/macros/sensitive/{macros.md => _macros.md} | 0
jaffle_shop/macros/sensitive/{macros.yml => _macros.yml} | 0
2 files changed, 0 insertions(+), 0 deletions(-)
rename jaffle_shop/macros/sensitive/{macros.md => _macros.md} (100%)
rename jaffle_shop/macros/sensitive/{macros.yml => _macros.yml} (100%)
diff --git a/jaffle_shop/macros/sensitive/macros.md b/jaffle_shop/macros/sensitive/_macros.md
similarity index 100%
rename from jaffle_shop/macros/sensitive/macros.md
rename to jaffle_shop/macros/sensitive/_macros.md
diff --git a/jaffle_shop/macros/sensitive/macros.yml b/jaffle_shop/macros/sensitive/_macros.yml
similarity index 100%
rename from jaffle_shop/macros/sensitive/macros.yml
rename to jaffle_shop/macros/sensitive/_macros.yml
From 2f70e489b164cd2abd8f8fd1c512d4a5354cdf1c Mon Sep 17 00:00:00 2001
From: Nathan Lugg <nrlugg@gmail.com>
Date: Mon, 11 Nov 2024 16:09:40 +0900
Subject: [PATCH 05/25] format models
---
.../models/staging/src_seed/_models.yml | 2 +-
.../models/staging/src_seed/stg_customers.sql | 7 +-
.../staging/src_seed/stg_customers_pii.sql | 32 +++---
.../models/staging/src_seed/stg_orders.sql | 34 +++---
.../models/staging/src_seed/stg_payments.sql | 37 +++---
jaffle_shop/models/warehouse/_models.yml | 14 +--
jaffle_shop/models/warehouse/wh_customers.sql | 105 ++++++++----------
jaffle_shop/models/warehouse/wh_orders.sql | 89 +++++++--------
8 files changed, 139 insertions(+), 181 deletions(-)
diff --git a/jaffle_shop/models/staging/src_seed/_models.yml b/jaffle_shop/models/staging/src_seed/_models.yml
index 5beae6090..2645c83a9 100644
--- a/jaffle_shop/models/staging/src_seed/_models.yml
+++ b/jaffle_shop/models/staging/src_seed/_models.yml
@@ -66,5 +66,5 @@ models:
tests:
- accepted_values:
values: ['credit_card', 'coupon', 'bank_transfer', 'gift_card']
- - name: amount_dollars
+ - name: amount_aud
description: The amount, in dollars, of the order
diff --git a/jaffle_shop/models/staging/src_seed/stg_customers.sql b/jaffle_shop/models/staging/src_seed/stg_customers.sql
index a88e326f6..b3c9ede1c 100644
--- a/jaffle_shop/models/staging/src_seed/stg_customers.sql
+++ b/jaffle_shop/models/staging/src_seed/stg_customers.sql
@@ -1,3 +1,4 @@
-select
- {{ hash_sensitive_columns('stg_customers_pii') }}
-from {{ ref('stg_customers_pii') }}
+SELECT
+ -- {{ hash_sensitive_columns('stg_customers_pii') }}
+ *
+FROM {{ ref('stg_customers_pii') }}
diff --git a/jaffle_shop/models/staging/src_seed/stg_customers_pii.sql b/jaffle_shop/models/staging/src_seed/stg_customers_pii.sql
index cad047269..890acaaee 100644
--- a/jaffle_shop/models/staging/src_seed/stg_customers_pii.sql
+++ b/jaffle_shop/models/staging/src_seed/stg_customers_pii.sql
@@ -1,22 +1,16 @@
-with source as (
-
- {#-
- Normally we would select from the table here, but we are using seeds to load
- our data in this project
- #}
- select * from {{ ref('raw_customers') }}
-
-),
-
-renamed as (
-
- select
- id as customer_id,
- first_name,
- last_name
-
- from source
+WITH source_ AS (
+ SELECT *
+ FROM {{ ref('raw_customers') }}
+)
+, renamed_ AS (
+ SELECT
+ id AS customer_id
+ , first_name
+ , last_name
+ FROM source_
)
-select * from renamed
+
+SELECT *
+FROM renamed_
diff --git a/jaffle_shop/models/staging/src_seed/stg_orders.sql b/jaffle_shop/models/staging/src_seed/stg_orders.sql
index a654dcb94..86488458a 100644
--- a/jaffle_shop/models/staging/src_seed/stg_orders.sql
+++ b/jaffle_shop/models/staging/src_seed/stg_orders.sql
@@ -1,23 +1,17 @@
-with source as (
-
- {#-
- Normally we would select from the table here, but we are using seeds to load
- our data in this project
- #}
- select * from {{ ref('raw_orders') }}
-
-),
-
-renamed as (
-
- select
- id as order_id,
- user_id as customer_id,
- order_date,
- status
-
- from source
+WITH source_ AS (
+ SELECT *
+ FROM {{ ref('raw_orders') }}
+)
+, renamed_ AS (
+ SELECT
+ id AS order_id,
+ user_id AS customer_id,
+ order_date,
+ status
+ FROM source_
)
-select * from renamed
+
+SELECT *
+FROM renamed_
diff --git a/jaffle_shop/models/staging/src_seed/stg_payments.sql b/jaffle_shop/models/staging/src_seed/stg_payments.sql
index 502a3ecdc..8fd0b6cc8 100644
--- a/jaffle_shop/models/staging/src_seed/stg_payments.sql
+++ b/jaffle_shop/models/staging/src_seed/stg_payments.sql
@@ -1,25 +1,18 @@
-with source as (
-
- {#-
- Normally we would select from the table here, but we are using seeds to load
- our data in this project
- #}
- select * from {{ ref('raw_payments') }}
-
-),
-
-renamed as (
-
- select
- id as payment_id,
- order_id,
- payment_method,
-
- -- `amount` is currently stored in cents, so we convert it to dollars
- amount / 100 as amount_dollars
-
- from source
+WITH source_ AS (
+ SELECT *
+ FROM {{ ref('raw_payments') }}
+)
+, renamed_ AS (
+ select
+ id AS payment_id
+ , order_id
+ , payment_method
+ -- `amount` is currently stored in cents, so we convert it to dollars
+ , amount / 100 AS amount_aud
+ FROM source_
)
-select * from renamed
+
+SELECT *
+FROM renamed_
diff --git a/jaffle_shop/models/warehouse/_models.yml b/jaffle_shop/models/warehouse/_models.yml
index f259a72e1..0ae49d2a0 100644
--- a/jaffle_shop/models/warehouse/_models.yml
+++ b/jaffle_shop/models/warehouse/_models.yml
@@ -20,7 +20,7 @@ models:
- name: number_of_orders
description: Count of the number of orders a customer has placed
- - name: total_order_amount
+ - name: total_order_amount_aud
description: Total value (AUD) of a customer's orders
- name: wh_orders
@@ -38,7 +38,7 @@ models:
tests:
- not_null
- relationships:
- to: ref('customers')
+ to: ref('wh_customers')
field: customer_id
- name: order_date
@@ -50,27 +50,27 @@ models:
- accepted_values:
values: ['placed', 'shipped', 'completed', 'return_pending', 'returned']
- - name: amount
+ - name: total_amount_aud
description: Total amount (AUD) of the order
tests:
- not_null
- - name: credit_card_amount
+ - name: credit_card_amount_aud
description: Amount of the order (AUD) paid for by credit card
tests:
- not_null
- - name: coupon_amount
+ - name: coupon_amount_aud
description: Amount of the order (AUD) paid for by coupon
tests:
- not_null
- - name: bank_transfer_amount
+ - name: bank_transfer_amount_aud
description: Amount of the order (AUD) paid for by bank transfer
tests:
- not_null
- - name: gift_card_amount
+ - name: gift_card_amount_aud
description: Amount of the order (AUD) paid for by gift card
tests:
- not_null
diff --git a/jaffle_shop/models/warehouse/wh_customers.sql b/jaffle_shop/models/warehouse/wh_customers.sql
index c4f2b604f..704cea360 100644
--- a/jaffle_shop/models/warehouse/wh_customers.sql
+++ b/jaffle_shop/models/warehouse/wh_customers.sql
@@ -1,67 +1,52 @@
-with customers as (
-
- select * from {{ ref('stg_customers') }}
-
-),
-
-orders as (
-
- select * from {{ ref('stg_orders') }}
-
-),
-
-payments as (
-
- select * from {{ ref('stg_payments') }}
-
-),
-
-customer_orders as (
-
- select
- customer_id,
-
- min(order_date) as first_order,
- max(order_date) as most_recent_order,
- count(order_id) as number_of_orders
- from orders
-
- group by customer_id
-
-),
-
-customer_payments as (
-
- select
- orders.customer_id,
- sum(amount) as total_amount
-
- from payments
-
- left join orders on
- payments.order_id = orders.order_id
-
- group by orders.customer_id
-
-),
-
-final as (
+WITH customers_ AS (
+ SELECT *
+ FROM {{ ref('stg_customers') }}
+)
- select
- customers.customer_id,
- customer_orders.first_order,
- customer_orders.most_recent_order,
- customer_orders.number_of_orders,
- customer_payments.total_amount as customer_lifetime_value
+, orders_ AS (
+ SELECT *
+ FROM {{ ref('stg_orders') }}
+)
- from customers
+, payments_ AS (
+ SELECT *
+ FROM {{ ref('stg_payments') }}
+)
- left join customer_orders
- on customers.customer_id = customer_orders.customer_id
+, customer_orders_ AS (
+ SELECT
+ customer_id
+ , min(order_date) AS first_order
+ , max(order_date) AS most_recent_order
+ , count(order_id) AS number_of_orders
+ FROM orders_
+ GROUP BY customer_id
+)
- left join customer_payments
- on customers.customer_id = customer_payments.customer_id
+, customer_payments_ AS (
+ SELECT
+ orders_.customer_id
+ , SUM(payments_.amount_aud) AS total_amount_aud
+ FROM payments_
+ LEFT JOIN orders_
+ ON payments_.order_id = orders_.order_id
+ GROUP BY orders_.customer_id
+)
+, final_ AS (
+ SELECT
+ customers_.customer_id
+ , customer_orders_.first_order
+ , customer_orders_.most_recent_order
+ , customer_orders_.number_of_orders
+ , customer_payments_.total_amount_aud AS total_order_amount_aud
+ FROM customers_
+ LEFT JOIN customer_orders_
+ ON customers_.customer_id = customer_orders_.customer_id
+ LEFT JOIN customer_payments_
+ ON customers_.customer_id = customer_payments_.customer_id
)
-select * from final
+
+SELECT *
+FROM final_
diff --git a/jaffle_shop/models/warehouse/wh_orders.sql b/jaffle_shop/models/warehouse/wh_orders.sql
index cbb293491..4a43a58ad 100644
--- a/jaffle_shop/models/warehouse/wh_orders.sql
+++ b/jaffle_shop/models/warehouse/wh_orders.sql
@@ -1,56 +1,47 @@
{% set payment_methods = ['credit_card', 'coupon', 'bank_transfer', 'gift_card'] %}
-with orders as (
-
- select * from {{ ref('stg_orders') }}
-
-),
-
-payments as (
-
- select * from {{ ref('stg_payments') }}
-
-),
-
-order_payments as (
-
- select
- order_id,
-
- {% for payment_method in payment_methods -%}
- sum(case when payment_method = '{{ payment_method }}' then amount else 0 end) as {{ payment_method }}_amount,
- {% endfor -%}
-
- sum(amount) as total_amount
-
- from payments
-
- group by order_id
-
-),
-
-final as (
-
- select
- orders.order_id,
- orders.customer_id,
- orders.order_date,
- orders.status,
-
- {% for payment_method in payment_methods -%}
-
- order_payments.{{ payment_method }}_amount,
-
- {% endfor -%}
-
- order_payments.total_amount as amount
-
- from orders
+WITH orders_ AS (
+ SELECT *
+ FROM {{ ref('stg_orders') }}
+)
+, payments_ AS (
+ SELECT *
+ FROM {{ ref('stg_payments') }}
+)
- left join order_payments
- on orders.order_id = order_payments.order_id
+, order_payments_ AS (
+ SELECT
+ order_id
+ {% for payment_method in payment_methods -%}
+ , SUM(
+ CASE
+ WHEN when payment_method = '{{ payment_method }}'
+ THEN amount
+ ELSE 0
+ END
+ ) AS {{ payment_method }}_amount_aud
+ {% endfor -%}
+ , SUM(amount_aud) AS total_amount_aud
+ FROM payments_
+ GROUP BY order_id
+)
+, final_ AS (
+ select
+ orders_.order_id
+ , orders_.customer_id
+ , orders_.order_date
+ , orders_.status
+ {% for payment_method in payment_methods -%}
+ , order_payments_.{{ payment_method }}_amount_aud,
+ {% endfor -%}
+ , order_payments_.total_amount_aud
+ FROM orders_
+ LEFT JOIN order_payments_
+ ON orders_.order_id = order_payments_.order_id
)
-select * from final
+
+SELECT *
+FROM final_
From d0b44b5adfb35e8b67091eeb6d92f16f9019cc91 Mon Sep 17 00:00:00 2001
From: Nathan Lugg <nrlugg@gmail.com>
Date: Mon, 11 Nov 2024 16:09:59 +0900
Subject: [PATCH 06/25] add evaluator exceptions seed
---
jaffle_shop/seeds/dbt_project_evaluator_exceptions.csv | 2 ++
1 file changed, 2 insertions(+)
create mode 100644 jaffle_shop/seeds/dbt_project_evaluator_exceptions.csv
diff --git a/jaffle_shop/seeds/dbt_project_evaluator_exceptions.csv b/jaffle_shop/seeds/dbt_project_evaluator_exceptions.csv
new file mode 100644
index 000000000..fa604d678
--- /dev/null
+++ b/jaffle_shop/seeds/dbt_project_evaluator_exceptions.csv
@@ -0,0 +1,2 @@
+fct_name,column_name,id_to_exclude,comment
+fct_staging_dependent_on_staging,parent,stg_customers_pii,Scrubbing pii permitted in staging layer.
From 47dae08af3c1572db0612dd2d45717dfa9bb9de2 Mon Sep 17 00:00:00 2001
From: Nathan Lugg <nrlugg@gmail.com>
Date: Mon, 11 Nov 2024 16:10:16 +0900
Subject: [PATCH 07/25] add seeds meta
---
jaffle_shop/seeds/_seeds.yml | 6 ++++++
1 file changed, 6 insertions(+)
create mode 100644 jaffle_shop/seeds/_seeds.yml
diff --git a/jaffle_shop/seeds/_seeds.yml b/jaffle_shop/seeds/_seeds.yml
new file mode 100644
index 000000000..1b228de69
--- /dev/null
+++ b/jaffle_shop/seeds/_seeds.yml
@@ -0,0 +1,6 @@
+version: 2
+
+seeds:
+ - name: raw_customers
+ - name: raw_orders
+ - name: raw_payments
\ No newline at end of file
From 49141e93ee7f64debe359e27ff0d6a5ec891dded Mon Sep 17 00:00:00 2001
From: Nathan Lugg <nrlugg@gmail.com>
Date: Mon, 11 Nov 2024 16:21:56 +0900
Subject: [PATCH 08/25] add empty wh_finance and wh_sales models
---
jaffle_shop/models/warehouse/wh_finance.sql | 0
jaffle_shop/models/warehouse/wh_sales.sql | 0
2 files changed, 0 insertions(+), 0 deletions(-)
create mode 100644 jaffle_shop/models/warehouse/wh_finance.sql
create mode 100644 jaffle_shop/models/warehouse/wh_sales.sql
diff --git a/jaffle_shop/models/warehouse/wh_finance.sql b/jaffle_shop/models/warehouse/wh_finance.sql
new file mode 100644
index 000000000..e69de29bb
diff --git a/jaffle_shop/models/warehouse/wh_sales.sql b/jaffle_shop/models/warehouse/wh_sales.sql
new file mode 100644
index 000000000..e69de29bb
From dc7d0270c127a5a6e44789ca5db34548869b121b Mon Sep 17 00:00:00 2001
From: Nathan Lugg <nrlugg@gmail.com>
Date: Mon, 11 Nov 2024 16:24:43 +0900
Subject: [PATCH 09/25] update to python 3.10
---
.circleci/config.yml | 2 +-
Pipfile | 2 +-
Pipfile.lock | 279 +++++++++++++++++++++++--------------------
3 files changed, 154 insertions(+), 129 deletions(-)
diff --git a/.circleci/config.yml b/.circleci/config.yml
index c7ee0722c..436c7f3c6 100644
--- a/.circleci/config.yml
+++ b/.circleci/config.yml
@@ -3,7 +3,7 @@ version: 2.1
executors:
standard:
docker:
- - image: circleci/python:3.8
+ - image: circleci/python:3.10
working_directory: "~/lib"
# -----------------
diff --git a/Pipfile b/Pipfile
index 836ef1397..dcdd21db8 100644
--- a/Pipfile
+++ b/Pipfile
@@ -14,4 +14,4 @@ pytest = "*"
pytest-mock = "*"
[requires]
-python_version = "3.8"
+python_version = "3.10"
diff --git a/Pipfile.lock b/Pipfile.lock
index b9d6f8480..4df5a8e22 100644
--- a/Pipfile.lock
+++ b/Pipfile.lock
@@ -1,11 +1,11 @@
{
"_meta": {
"hash": {
- "sha256": "fdc73e9c032079052e940c732affb9526bddab92ec30d99cc8faaf98c9b67d72"
+ "sha256": "9468c72b603d3ab16304e244727c96241ffa8ddf1cd3e2cced9959a4c08e19e0"
},
"pipfile-spec": 6,
"requires": {
- "python_version": "3.8"
+ "python_version": "3.10"
},
"sources": [
{
@@ -446,69 +446,70 @@
},
"markupsafe": {
"hashes": [
- "sha256:00e046b6dd71aa03a41079792f8473dc494d564611a8f89bbbd7cb93295ebdcf",
- "sha256:075202fa5b72c86ad32dc7d0b56024ebdbcf2048c0ba09f1cde31bfdd57bcfff",
- "sha256:0e397ac966fdf721b2c528cf028494e86172b4feba51d65f81ffd65c63798f3f",
- "sha256:17b950fccb810b3293638215058e432159d2b71005c74371d784862b7e4683f3",
- "sha256:1f3fbcb7ef1f16e48246f704ab79d79da8a46891e2da03f8783a5b6fa41a9532",
- "sha256:2174c595a0d73a3080ca3257b40096db99799265e1c27cc5a610743acd86d62f",
- "sha256:2b7c57a4dfc4f16f7142221afe5ba4e093e09e728ca65c51f5620c9aaeb9a617",
- "sha256:2d2d793e36e230fd32babe143b04cec8a8b3eb8a3122d2aceb4a371e6b09b8df",
- "sha256:30b600cf0a7ac9234b2638fbc0fb6158ba5bdcdf46aeb631ead21248b9affbc4",
- "sha256:397081c1a0bfb5124355710fe79478cdbeb39626492b15d399526ae53422b906",
- "sha256:3a57fdd7ce31c7ff06cdfbf31dafa96cc533c21e443d57f5b1ecc6cdc668ec7f",
- "sha256:3c6b973f22eb18a789b1460b4b91bf04ae3f0c4234a0a6aa6b0a92f6f7b951d4",
- "sha256:3e53af139f8579a6d5f7b76549125f0d94d7e630761a2111bc431fd820e163b8",
- "sha256:4096e9de5c6fdf43fb4f04c26fb114f61ef0bf2e5604b6ee3019d51b69e8c371",
- "sha256:4275d846e41ecefa46e2015117a9f491e57a71ddd59bbead77e904dc02b1bed2",
- "sha256:4c31f53cdae6ecfa91a77820e8b151dba54ab528ba65dfd235c80b086d68a465",
- "sha256:4f11aa001c540f62c6166c7726f71f7573b52c68c31f014c25cc7901deea0b52",
- "sha256:5049256f536511ee3f7e1b3f87d1d1209d327e818e6ae1365e8653d7e3abb6a6",
- "sha256:58c98fee265677f63a4385256a6d7683ab1832f3ddd1e66fe948d5880c21a169",
- "sha256:598e3276b64aff0e7b3451b72e94fa3c238d452e7ddcd893c3ab324717456bad",
- "sha256:5b7b716f97b52c5a14bffdf688f971b2d5ef4029127f1ad7a513973cfd818df2",
- "sha256:5dedb4db619ba5a2787a94d877bc8ffc0566f92a01c0ef214865e54ecc9ee5e0",
- "sha256:619bc166c4f2de5caa5a633b8b7326fbe98e0ccbfacabd87268a2b15ff73a029",
- "sha256:629ddd2ca402ae6dbedfceeba9c46d5f7b2a61d9749597d4307f943ef198fc1f",
- "sha256:656f7526c69fac7f600bd1f400991cc282b417d17539a1b228617081106feb4a",
- "sha256:6ec585f69cec0aa07d945b20805be741395e28ac1627333b1c5b0105962ffced",
- "sha256:72b6be590cc35924b02c78ef34b467da4ba07e4e0f0454a2c5907f473fc50ce5",
- "sha256:7502934a33b54030eaf1194c21c692a534196063db72176b0c4028e140f8f32c",
- "sha256:7a68b554d356a91cce1236aa7682dc01df0edba8d043fd1ce607c49dd3c1edcf",
- "sha256:7b2e5a267c855eea6b4283940daa6e88a285f5f2a67f2220203786dfa59b37e9",
- "sha256:823b65d8706e32ad2df51ed89496147a42a2a6e01c13cfb6ffb8b1e92bc910bb",
- "sha256:8590b4ae07a35970728874632fed7bd57b26b0102df2d2b233b6d9d82f6c62ad",
- "sha256:8dd717634f5a044f860435c1d8c16a270ddf0ef8588d4887037c5028b859b0c3",
- "sha256:8dec4936e9c3100156f8a2dc89c4b88d5c435175ff03413b443469c7c8c5f4d1",
- "sha256:97cafb1f3cbcd3fd2b6fbfb99ae11cdb14deea0736fc2b0952ee177f2b813a46",
- "sha256:a17a92de5231666cfbe003f0e4b9b3a7ae3afb1ec2845aadc2bacc93ff85febc",
- "sha256:a549b9c31bec33820e885335b451286e2969a2d9e24879f83fe904a5ce59d70a",
- "sha256:ac07bad82163452a6884fe8fa0963fb98c2346ba78d779ec06bd7a6262132aee",
- "sha256:ae2ad8ae6ebee9d2d94b17fb62763125f3f374c25618198f40cbb8b525411900",
- "sha256:b91c037585eba9095565a3556f611e3cbfaa42ca1e865f7b8015fe5c7336d5a5",
- "sha256:bc1667f8b83f48511b94671e0e441401371dfd0f0a795c7daa4a3cd1dde55bea",
- "sha256:bec0a414d016ac1a18862a519e54b2fd0fc8bbfd6890376898a6c0891dd82e9f",
- "sha256:bf50cd79a75d181c9181df03572cdce0fbb75cc353bc350712073108cba98de5",
- "sha256:bff1b4290a66b490a2f4719358c0cdcd9bafb6b8f061e45c7a2460866bf50c2e",
- "sha256:c061bb86a71b42465156a3ee7bd58c8c2ceacdbeb95d05a99893e08b8467359a",
- "sha256:c8b29db45f8fe46ad280a7294f5c3ec36dbac9491f2d1c17345be8e69cc5928f",
- "sha256:ce409136744f6521e39fd8e2a24c53fa18ad67aa5bc7c2cf83645cce5b5c4e50",
- "sha256:d050b3361367a06d752db6ead6e7edeb0009be66bc3bae0ee9d97fb326badc2a",
- "sha256:d283d37a890ba4c1ae73ffadf8046435c76e7bc2247bbb63c00bd1a709c6544b",
- "sha256:d9fad5155d72433c921b782e58892377c44bd6252b5af2f67f16b194987338a4",
- "sha256:daa4ee5a243f0f20d528d939d06670a298dd39b1ad5f8a72a4275124a7819eff",
- "sha256:db0b55e0f3cc0be60c1f19efdde9a637c32740486004f20d1cff53c3c0ece4d2",
- "sha256:e61659ba32cf2cf1481e575d0462554625196a1f2fc06a1c777d3f48e8865d46",
- "sha256:ea3d8a3d18833cf4304cd2fc9cbb1efe188ca9b5efef2bdac7adc20594a0e46b",
- "sha256:ec6a563cff360b50eed26f13adc43e61bc0c04d94b8be985e6fb24b81f6dcfdf",
- "sha256:f5dfb42c4604dddc8e4305050aa6deb084540643ed5804d7455b5df8fe16f5e5",
- "sha256:fa173ec60341d6bb97a89f5ea19c85c5643c1e7dedebc22f5181eb73573142c5",
- "sha256:fa9db3f79de01457b03d4f01b34cf91bc0048eb2c3846ff26f66687c2f6d16ab",
- "sha256:fce659a462a1be54d2ffcacea5e3ba2d74daa74f30f5f143fe0c58636e355fdd",
- "sha256:ffee1f21e5ef0d712f9033568f8344d5da8cc2869dbd08d87c84656e6a2d2f68"
- ],
- "markers": "python_version >= '3.7'",
- "version": "==2.1.5"
+ "sha256:0bff5e0ae4ef2e1ae4fdf2dfd5b76c75e5c2fa4132d05fc1b0dabcd20c7e28c4",
+ "sha256:0f4ca02bea9a23221c0182836703cbf8930c5e9454bacce27e767509fa286a30",
+ "sha256:1225beacc926f536dc82e45f8a4d68502949dc67eea90eab715dea3a21c1b5f0",
+ "sha256:131a3c7689c85f5ad20f9f6fb1b866f402c445b220c19fe4308c0b147ccd2ad9",
+ "sha256:15ab75ef81add55874e7ab7055e9c397312385bd9ced94920f2802310c930396",
+ "sha256:1a9d3f5f0901fdec14d8d2f66ef7d035f2157240a433441719ac9a3fba440b13",
+ "sha256:1c99d261bd2d5f6b59325c92c73df481e05e57f19837bdca8413b9eac4bd8028",
+ "sha256:1e084f686b92e5b83186b07e8a17fc09e38fff551f3602b249881fec658d3eca",
+ "sha256:2181e67807fc2fa785d0592dc2d6206c019b9502410671cc905d132a92866557",
+ "sha256:2cb8438c3cbb25e220c2ab33bb226559e7afb3baec11c4f218ffa7308603c832",
+ "sha256:3169b1eefae027567d1ce6ee7cae382c57fe26e82775f460f0b2778beaad66c0",
+ "sha256:3809ede931876f5b2ec92eef964286840ed3540dadf803dd570c3b7e13141a3b",
+ "sha256:38a9ef736c01fccdd6600705b09dc574584b89bea478200c5fbf112a6b0d5579",
+ "sha256:3d79d162e7be8f996986c064d1c7c817f6df3a77fe3d6859f6f9e7be4b8c213a",
+ "sha256:444dcda765c8a838eaae23112db52f1efaf750daddb2d9ca300bcae1039adc5c",
+ "sha256:48032821bbdf20f5799ff537c7ac3d1fba0ba032cfc06194faffa8cda8b560ff",
+ "sha256:4aa4e5faecf353ed117801a068ebab7b7e09ffb6e1d5e412dc852e0da018126c",
+ "sha256:52305740fe773d09cffb16f8ed0427942901f00adedac82ec8b67752f58a1b22",
+ "sha256:569511d3b58c8791ab4c2e1285575265991e6d8f8700c7be0e88f86cb0672094",
+ "sha256:57cb5a3cf367aeb1d316576250f65edec5bb3be939e9247ae594b4bcbc317dfb",
+ "sha256:5b02fb34468b6aaa40dfc198d813a641e3a63b98c2b05a16b9f80b7ec314185e",
+ "sha256:6381026f158fdb7c72a168278597a5e3a5222e83ea18f543112b2662a9b699c5",
+ "sha256:6af100e168aa82a50e186c82875a5893c5597a0c1ccdb0d8b40240b1f28b969a",
+ "sha256:6c89876f41da747c8d3677a2b540fb32ef5715f97b66eeb0c6b66f5e3ef6f59d",
+ "sha256:6e296a513ca3d94054c2c881cc913116e90fd030ad1c656b3869762b754f5f8a",
+ "sha256:70a87b411535ccad5ef2f1df5136506a10775d267e197e4cf531ced10537bd6b",
+ "sha256:7e94c425039cde14257288fd61dcfb01963e658efbc0ff54f5306b06054700f8",
+ "sha256:846ade7b71e3536c4e56b386c2a47adf5741d2d8b94ec9dc3e92e5e1ee1e2225",
+ "sha256:88416bd1e65dcea10bc7569faacb2c20ce071dd1f87539ca2ab364bf6231393c",
+ "sha256:88b49a3b9ff31e19998750c38e030fc7bb937398b1f78cfa599aaef92d693144",
+ "sha256:8c4e8c3ce11e1f92f6536ff07154f9d49677ebaaafc32db9db4620bc11ed480f",
+ "sha256:8e06879fc22a25ca47312fbe7c8264eb0b662f6db27cb2d3bbbc74b1df4b9b87",
+ "sha256:9025b4018f3a1314059769c7bf15441064b2207cb3f065e6ea1e7359cb46db9d",
+ "sha256:93335ca3812df2f366e80509ae119189886b0f3c2b81325d39efdb84a1e2ae93",
+ "sha256:9778bd8ab0a994ebf6f84c2b949e65736d5575320a17ae8984a77fab08db94cf",
+ "sha256:9e2d922824181480953426608b81967de705c3cef4d1af983af849d7bd619158",
+ "sha256:a123e330ef0853c6e822384873bef7507557d8e4a082961e1defa947aa59ba84",
+ "sha256:a904af0a6162c73e3edcb969eeeb53a63ceeb5d8cf642fade7d39e7963a22ddb",
+ "sha256:ad10d3ded218f1039f11a75f8091880239651b52e9bb592ca27de44eed242a48",
+ "sha256:b424c77b206d63d500bcb69fa55ed8d0e6a3774056bdc4839fc9298a7edca171",
+ "sha256:b5a6b3ada725cea8a5e634536b1b01c30bcdcd7f9c6fff4151548d5bf6b3a36c",
+ "sha256:ba8062ed2cf21c07a9e295d5b8a2a5ce678b913b45fdf68c32d95d6c1291e0b6",
+ "sha256:ba9527cdd4c926ed0760bc301f6728ef34d841f405abf9d4f959c478421e4efd",
+ "sha256:bbcb445fa71794da8f178f0f6d66789a28d7319071af7a496d4d507ed566270d",
+ "sha256:bcf3e58998965654fdaff38e58584d8937aa3096ab5354d493c77d1fdd66d7a1",
+ "sha256:c0ef13eaeee5b615fb07c9a7dadb38eac06a0608b41570d8ade51c56539e509d",
+ "sha256:cabc348d87e913db6ab4aa100f01b08f481097838bdddf7c7a84b7575b7309ca",
+ "sha256:cdb82a876c47801bb54a690c5ae105a46b392ac6099881cdfb9f6e95e4014c6a",
+ "sha256:cfad01eed2c2e0c01fd0ecd2ef42c492f7f93902e39a42fc9ee1692961443a29",
+ "sha256:d16a81a06776313e817c951135cf7340a3e91e8c1ff2fac444cfd75fffa04afe",
+ "sha256:d8213e09c917a951de9d09ecee036d5c7d36cb6cb7dbaece4c71a60d79fb9798",
+ "sha256:e07c3764494e3776c602c1e78e298937c3315ccc9043ead7e685b7f2b8d47b3c",
+ "sha256:e17c96c14e19278594aa4841ec148115f9c7615a47382ecb6b82bd8fea3ab0c8",
+ "sha256:e444a31f8db13eb18ada366ab3cf45fd4b31e4db1236a4448f68778c1d1a5a2f",
+ "sha256:e6a2a455bd412959b57a172ce6328d2dd1f01cb2135efda2e4576e8a23fa3b0f",
+ "sha256:eaa0a10b7f72326f1372a713e73c3f739b524b3af41feb43e4921cb529f5929a",
+ "sha256:eb7972a85c54febfb25b5c4b4f3af4dcc731994c7da0d8a0b4a6eb0640e1d178",
+ "sha256:ee55d3edf80167e48ea11a923c7386f4669df67d7994554387f84e7d8b0a2bf0",
+ "sha256:f3818cb119498c0678015754eba762e0d61e5b52d34c8b13d770f0719f7b1d79",
+ "sha256:f8b3d067f2e40fe93e1ccdd6b2e1d16c43140e76f02fb1319a05cf2b79d99430",
+ "sha256:fcabf5ff6eea076f859677f5f0b6b5c1a51e70a376b0579e0eadef8db48c6b50"
+ ],
+ "markers": "python_version >= '3.9'",
+ "version": "==3.0.2"
},
"mashumaro": {
"extras": [
@@ -606,37 +607,45 @@
},
"numpy": {
"hashes": [
- "sha256:04640dab83f7c6c85abf9cd729c5b65f1ebd0ccf9de90b270cd61935eef0197f",
- "sha256:1452241c290f3e2a312c137a9999cdbf63f78864d63c79039bda65ee86943f61",
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- "sha256:4602244f345453db537be5314d3983dbf5834a9701b7723ec28923e2889e0bb2",
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- "sha256:80f5e3a4e498641401868df4208b74581206afbee7cf7b8329daae82676d9463",
- "sha256:95f7ac6540e95bc440ad77f56e520da5bf877f87dca58bd095288dce8940532a",
- "sha256:9667575fb6d13c95f1b36aca12c5ee3356bf001b714fc354eb5465ce1609e62f",
- "sha256:a5425b114831d1e77e4b5d812b69d11d962e104095a5b9c3b641a218abcc050e",
- "sha256:b4bea75e47d9586d31e892a7401f76e909712a0fd510f58f5337bea9572c571e",
- "sha256:b7b1fc9864d7d39e28f41d089bfd6353cb5f27ecd9905348c24187a768c79694",
- "sha256:befe2bf740fd8373cf56149a5c23a0f601e82869598d41f8e188a0e9869926f8",
- "sha256:c0bfb52d2169d58c1cdb8cc1f16989101639b34c7d3ce60ed70b19c63eba0b64",
- "sha256:d11efb4dbecbdf22508d55e48d9c8384db795e1b7b51ea735289ff96613ff74d",
- "sha256:dd80e219fd4c71fc3699fc1dadac5dcf4fd882bfc6f7ec53d30fa197b8ee22dc",
- "sha256:e2926dac25b313635e4d6cf4dc4e51c8c0ebfed60b801c799ffc4c32bf3d1254",
- "sha256:e98f220aa76ca2a977fe435f5b04d7b3470c0a2e6312907b37ba6068f26787f2",
- "sha256:ed094d4f0c177b1b8e7aa9cba7d6ceed51c0e569a5318ac0ca9a090680a6a1b1",
- "sha256:f136bab9c2cfd8da131132c2cf6cc27331dd6fae65f95f69dcd4ae3c3639c810",
- "sha256:f3a86ed21e4f87050382c7bc96571755193c4c1392490744ac73d660e8f564a9"
- ],
- "markers": "python_version >= '3.7' and python_version < '3.11'",
- "version": "==1.24.4"
+ "sha256:03a8c78d01d9781b28a6989f6fa1bb2c4f2d51201cf99d3dd875df6fbd96b23b",
+ "sha256:08beddf13648eb95f8d867350f6a018a4be2e5ad54c8d8caed89ebca558b2818",
+ "sha256:1af303d6b2210eb850fcf03064d364652b7120803a0b872f5211f5234b399f20",
+ "sha256:1dda2e7b4ec9dd512f84935c5f126c8bd8b9f2fc001e9f54af255e8c5f16b0e0",
+ "sha256:2a02aba9ed12e4ac4eb3ea9421c420301a0c6460d9830d74a9df87efa4912010",
+ "sha256:2e4ee3380d6de9c9ec04745830fd9e2eccb3e6cf790d39d7b98ffd19b0dd754a",
+ "sha256:3373d5d70a5fe74a2c1bb6d2cfd9609ecf686d47a2d7b1d37a8f3b6bf6003aea",
+ "sha256:47711010ad8555514b434df65f7d7b076bb8261df1ca9bb78f53d3b2db02e95c",
+ "sha256:4c66707fabe114439db9068ee468c26bbdf909cac0fb58686a42a24de1760c71",
+ "sha256:50193e430acfc1346175fcbdaa28ffec49947a06918b7b92130744e81e640110",
+ "sha256:52b8b60467cd7dd1e9ed082188b4e6bb35aa5cdd01777621a1658910745b90be",
+ "sha256:60dedbb91afcbfdc9bc0b1f3f402804070deed7392c23eb7a7f07fa857868e8a",
+ "sha256:62b8e4b1e28009ef2846b4c7852046736bab361f7aeadeb6a5b89ebec3c7055a",
+ "sha256:666dbfb6ec68962c033a450943ded891bed2d54e6755e35e5835d63f4f6931d5",
+ "sha256:675d61ffbfa78604709862923189bad94014bef562cc35cf61d3a07bba02a7ed",
+ "sha256:679b0076f67ecc0138fd2ede3a8fd196dddc2ad3254069bcb9faf9a79b1cebcd",
+ "sha256:7349ab0fa0c429c82442a27a9673fc802ffdb7c7775fad780226cb234965e53c",
+ "sha256:7ab55401287bfec946ced39700c053796e7cc0e3acbef09993a9ad2adba6ca6e",
+ "sha256:7e50d0a0cc3189f9cb0aeb3a6a6af18c16f59f004b866cd2be1c14b36134a4a0",
+ "sha256:95a7476c59002f2f6c590b9b7b998306fba6a5aa646b1e22ddfeaf8f78c3a29c",
+ "sha256:96ff0b2ad353d8f990b63294c8986f1ec3cb19d749234014f4e7eb0112ceba5a",
+ "sha256:9fad7dcb1aac3c7f0584a5a8133e3a43eeb2fe127f47e3632d43d677c66c102b",
+ "sha256:9ff0f4f29c51e2803569d7a51c2304de5554655a60c5d776e35b4a41413830d0",
+ "sha256:a354325ee03388678242a4d7ebcd08b5c727033fcff3b2f536aea978e15ee9e6",
+ "sha256:a4abb4f9001ad2858e7ac189089c42178fcce737e4169dc61321660f1a96c7d2",
+ "sha256:ab47dbe5cc8210f55aa58e4805fe224dac469cde56b9f731a4c098b91917159a",
+ "sha256:afedb719a9dcfc7eaf2287b839d8198e06dcd4cb5d276a3df279231138e83d30",
+ "sha256:b3ce300f3644fb06443ee2222c2201dd3a89ea6040541412b8fa189341847218",
+ "sha256:b97fe8060236edf3662adfc2c633f56a08ae30560c56310562cb4f95500022d5",
+ "sha256:bfe25acf8b437eb2a8b2d49d443800a5f18508cd811fea3181723922a8a82b07",
+ "sha256:cd25bcecc4974d09257ffcd1f098ee778f7834c3ad767fe5db785be9a4aa9cb2",
+ "sha256:d209d8969599b27ad20994c8e41936ee0964e6da07478d6c35016bc386b66ad4",
+ "sha256:d5241e0a80d808d70546c697135da2c613f30e28251ff8307eb72ba696945764",
+ "sha256:edd8b5fe47dab091176d21bb6de568acdd906d1887a4584a15a9a96a1dca06ef",
+ "sha256:f870204a840a60da0b12273ef34f7051e98c3b5961b61b0c2c1be6dfd64fbcd3",
+ "sha256:ffa75af20b44f8dba823498024771d5ac50620e6915abac414251bd971b4529f"
+ ],
+ "markers": "python_version >= '3.8' and python_version < '3.11'",
+ "version": "==1.26.4"
},
"oauthlib": {
"hashes": [
@@ -664,34 +673,51 @@
},
"pandas": {
"hashes": [
- "sha256:04dbdbaf2e4d46ca8da896e1805bc04eb85caa9a82e259e8eed00254d5e0c682",
- "sha256:1168574b036cd8b93abc746171c9b4f1b83467438a5e45909fed645cf8692dbc",
- "sha256:1994c789bf12a7c5098277fb43836ce090f1073858c10f9220998ac74f37c69b",
- "sha256:258d3624b3ae734490e4d63c430256e716f488c4fcb7c8e9bde2d3aa46c29089",
- "sha256:32fca2ee1b0d93dd71d979726b12b61faa06aeb93cf77468776287f41ff8fdc5",
- "sha256:37673e3bdf1551b95bf5d4ce372b37770f9529743d2498032439371fc7b7eb26",
- "sha256:3ef285093b4fe5058eefd756100a367f27029913760773c8bf1d2d8bebe5d210",
- "sha256:5247fb1ba347c1261cbbf0fcfba4a3121fbb4029d95d9ef4dc45406620b25c8b",
- "sha256:5ec591c48e29226bcbb316e0c1e9423622bc7a4eaf1ef7c3c9fa1a3981f89641",
- "sha256:694888a81198786f0e164ee3a581df7d505024fbb1f15202fc7db88a71d84ebd",
- "sha256:69d7f3884c95da3a31ef82b7618af5710dba95bb885ffab339aad925c3e8ce78",
- "sha256:6a21ab5c89dcbd57f78d0ae16630b090eec626360085a4148693def5452d8a6b",
- "sha256:81af086f4543c9d8bb128328b5d32e9986e0c84d3ee673a2ac6fb57fd14f755e",
- "sha256:9e4da0d45e7f34c069fe4d522359df7d23badf83abc1d1cef398895822d11061",
- "sha256:9eae3dc34fa1aa7772dd3fc60270d13ced7346fcbcfee017d3132ec625e23bb0",
- "sha256:9ee1a69328d5c36c98d8e74db06f4ad518a1840e8ccb94a4ba86920986bb617e",
- "sha256:b084b91d8d66ab19f5bb3256cbd5ea661848338301940e17f4492b2ce0801fe8",
- "sha256:b9cb1e14fdb546396b7e1b923ffaeeac24e4cedd14266c3497216dd4448e4f2d",
- "sha256:ba619e410a21d8c387a1ea6e8a0e49bb42216474436245718d7f2e88a2f8d7c0",
- "sha256:c02f372a88e0d17f36d3093a644c73cfc1788e876a7c4bcb4020a77512e2043c",
- "sha256:ce0c6f76a0f1ba361551f3e6dceaff06bde7514a374aa43e33b588ec10420183",
- "sha256:d9cd88488cceb7635aebb84809d087468eb33551097d600c6dad13602029c2df",
- "sha256:e4c7c9f27a4185304c7caf96dc7d91bc60bc162221152de697c98eb0b2648dd8",
- "sha256:f167beed68918d62bffb6ec64f2e1d8a7d297a038f86d4aed056b9493fca407f",
- "sha256:f3421a7afb1a43f7e38e82e844e2bca9a6d793d66c1a7f9f0ff39a795bbc5e02"
+ "sha256:062309c1b9ea12a50e8ce661145c6aab431b1e99530d3cd60640e255778bd43a",
+ "sha256:15c0e1e02e93116177d29ff83e8b1619c93ddc9c49083f237d4312337a61165d",
+ "sha256:1948ddde24197a0f7add2bdc4ca83bf2b1ef84a1bc8ccffd95eda17fd836ecb5",
+ "sha256:1db71525a1538b30142094edb9adc10be3f3e176748cd7acc2240c2f2e5aa3a4",
+ "sha256:22a9d949bfc9a502d320aa04e5d02feab689d61da4e7764b62c30b991c42c5f0",
+ "sha256:29401dbfa9ad77319367d36940cd8a0b3a11aba16063e39632d98b0e931ddf32",
+ "sha256:31d0ced62d4ea3e231a9f228366919a5ea0b07440d9d4dac345376fd8e1477ea",
+ "sha256:3508d914817e153ad359d7e069d752cdd736a247c322d932eb89e6bc84217f28",
+ "sha256:37e0aced3e8f539eccf2e099f65cdb9c8aa85109b0be6e93e2baff94264bdc6f",
+ "sha256:381175499d3802cde0eabbaf6324cce0c4f5d52ca6f8c377c29ad442f50f6348",
+ "sha256:38cf8125c40dae9d5acc10fa66af8ea6fdf760b2714ee482ca691fc66e6fcb18",
+ "sha256:3b71f27954685ee685317063bf13c7709a7ba74fc996b84fc6821c59b0f06468",
+ "sha256:3fc6873a41186404dad67245896a6e440baacc92f5b716ccd1bc9ed2995ab2c5",
+ "sha256:4850ba03528b6dd51d6c5d273c46f183f39a9baf3f0143e566b89450965b105e",
+ "sha256:4f18ba62b61d7e192368b84517265a99b4d7ee8912f8708660fb4a366cc82667",
+ "sha256:56534ce0746a58afaf7942ba4863e0ef81c9c50d3f0ae93e9497d6a41a057645",
+ "sha256:59ef3764d0fe818125a5097d2ae867ca3fa64df032331b7e0917cf5d7bf66b13",
+ "sha256:5dbca4c1acd72e8eeef4753eeca07de9b1db4f398669d5994086f788a5d7cc30",
+ "sha256:5de54125a92bb4d1c051c0659e6fcb75256bf799a732a87184e5ea503965bce3",
+ "sha256:61c5ad4043f791b61dd4752191d9f07f0ae412515d59ba8f005832a532f8736d",
+ "sha256:6374c452ff3ec675a8f46fd9ab25c4ad0ba590b71cf0656f8b6daa5202bca3fb",
+ "sha256:63cc132e40a2e084cf01adf0775b15ac515ba905d7dcca47e9a251819c575ef3",
+ "sha256:66108071e1b935240e74525006034333f98bcdb87ea116de573a6a0dccb6c039",
+ "sha256:6dfcb5ee8d4d50c06a51c2fffa6cff6272098ad6540aed1a76d15fb9318194d8",
+ "sha256:7c2875855b0ff77b2a64a0365e24455d9990730d6431b9e0ee18ad8acee13dbd",
+ "sha256:7eee9e7cea6adf3e3d24e304ac6b8300646e2a5d1cd3a3c2abed9101b0846761",
+ "sha256:800250ecdadb6d9c78eae4990da62743b857b470883fa27f652db8bdde7f6659",
+ "sha256:86976a1c5b25ae3f8ccae3a5306e443569ee3c3faf444dfd0f41cda24667ad57",
+ "sha256:8cd6d7cc958a3910f934ea8dbdf17b2364827bb4dafc38ce6eef6bb3d65ff09c",
+ "sha256:99df71520d25fade9db7c1076ac94eb994f4d2673ef2aa2e86ee039b6746d20c",
+ "sha256:a5a1595fe639f5988ba6a8e5bc9649af3baf26df3998a0abe56c02609392e0a4",
+ "sha256:ad5b65698ab28ed8d7f18790a0dc58005c7629f227be9ecc1072aa74c0c1d43a",
+ "sha256:b1d432e8d08679a40e2a6d8b2f9770a5c21793a6f9f47fdd52c5ce1948a5a8a9",
+ "sha256:b8661b0238a69d7aafe156b7fa86c44b881387509653fdf857bebc5e4008ad42",
+ "sha256:ba96630bc17c875161df3818780af30e43be9b166ce51c9a18c1feae342906c2",
+ "sha256:bc6b93f9b966093cb0fd62ff1a7e4c09e6d546ad7c1de191767baffc57628f39",
+ "sha256:c124333816c3a9b03fbeef3a9f230ba9a737e9e5bb4060aa2107a86cc0a497fc",
+ "sha256:cd8d0c3be0515c12fed0bdbae072551c8b54b7192c7b1fda0ba56059a0179698",
+ "sha256:d9c45366def9a3dd85a6454c0e7908f2b3b8e9c138f5dc38fed7ce720d8453ed",
+ "sha256:f00d1345d84d8c86a63e476bb4955e46458b304b9575dcf71102b5c705320015",
+ "sha256:f3a255b2c19987fbbe62a9dfd6cff7ff2aa9ccab3fc75218fd4b7530f01efa24",
+ "sha256:fffb8ae78d8af97f849404f21411c95062db1496aeb3e56f146f0355c9989319"
],
"markers": "python_version >= '3.8'",
- "version": "==2.0.3"
+ "version": "==2.2.3"
},
"parsedatetime": {
"hashes": [
@@ -767,11 +793,11 @@
},
"pyparsing": {
"hashes": [
- "sha256:a6a7ee4235a3f944aa1fa2249307708f893fe5717dc603503c6c7969c070fb7c",
- "sha256:f86ec8d1a83f11977c9a6ea7598e8c27fc5cddfa5b07ea2241edbbde1d7bc032"
+ "sha256:93d9577b88da0bbea8cc8334ee8b918ed014968fd2ec383e868fb8afb1ccef84",
+ "sha256:cbf74e27246d595d9a74b186b810f6fbb86726dbf3b9532efb343f6d7294fe9c"
],
- "markers": "python_full_version >= '3.6.8'",
- "version": "==3.1.4"
+ "markers": "python_version >= '3.9'",
+ "version": "==3.2.0"
},
"pyrsistent": {
"hashes": [
@@ -856,7 +882,6 @@
"sha256:2aa355083c50a0f93fa581709deac0c9ad65cca8a9e9beac660adcbd493c798a",
"sha256:31c7c1817eb7fae7ca4b8c7ee50c72f93aa2dd863de768e1ef4245d426aa0725"
],
- "markers": "python_version < '3.9'",
"version": "==2024.2"
},
"pyyaml": {
From d2d7bb1ee7f6c8b480b920278429a4eec4f372b8 Mon Sep 17 00:00:00 2001
From: Nathan Lugg <nrlugg@gmail.com>
Date: Mon, 11 Nov 2024 16:26:26 +0900
Subject: [PATCH 10/25] update make init
---
.circleci/config.yml | 2 +-
Makefile | 2 +-
2 files changed, 2 insertions(+), 2 deletions(-)
diff --git a/.circleci/config.yml b/.circleci/config.yml
index 436c7f3c6..5fa30a144 100644
--- a/.circleci/config.yml
+++ b/.circleci/config.yml
@@ -33,7 +33,7 @@ commands:
- virtualenv-{{ .Environment.CACHE_VERSION }}-
- run:
name: Install Python packages
- command: pipenv install --dev --system
+ command: pipenv sync --dev --system
- save_cache:
key: virtualenv-{{ .Environment.CACHE_VERSION }}-{{ .Branch }}-{{ checksum "Pipfile.lock" }}
paths:
diff --git a/Makefile b/Makefile
index 341d45c56..16b4dea87 100644
--- a/Makefile
+++ b/Makefile
@@ -1,5 +1,5 @@
init:
- pipenv update
+ pipenv sync --dev
pipenv run dbt deps
clean-env:
From add1e0caef29e2b6f304ae86a2101cc9bc049bcb Mon Sep 17 00:00:00 2001
From: Nathan Lugg <nrlugg@gmail.com>
Date: Tue, 12 Nov 2024 10:26:01 +0900
Subject: [PATCH 11/25] update to dbt 1.7 and refactor to work with that
because 1.3 does not seem to work... also fix some bugs
---
Makefile | 21 +-
Pipfile | 2 +-
Pipfile.lock | 806 +++++++++++++-----
dbt_project.yml | 29 -
jaffle_shop/dbt_project.yml | 47 +
.../macros/sensitive/hash_of_column.sql | 2 +-
.../models/staging/src_seed/stg_customers.sql | 3 +-
jaffle_shop/models/warehouse/wh_finance.sql | 0
jaffle_shop/models/warehouse/wh_orders.sql | 6 +-
jaffle_shop/models/warehouse/wh_sales.sql | 0
jaffle_shop/package-lock.yml | 10 +
packages.yml => jaffle_shop/packages.yml | 8 +-
selectors.yml => jaffle_shop/selectors.yml | 0
{testing => jaffle_shop/testing}/__init__.py | 0
{testing => jaffle_shop/testing}/profiles.yml | 0
{testing => jaffle_shop/testing}/structure.py | 0
.../testing}/test_structure.py | 0
package_projects/dbt_project_evaluator.yml | 87 --
18 files changed, 648 insertions(+), 373 deletions(-)
delete mode 100644 dbt_project.yml
create mode 100644 jaffle_shop/dbt_project.yml
delete mode 100644 jaffle_shop/models/warehouse/wh_finance.sql
delete mode 100644 jaffle_shop/models/warehouse/wh_sales.sql
create mode 100644 jaffle_shop/package-lock.yml
rename packages.yml => jaffle_shop/packages.yml (62%)
rename selectors.yml => jaffle_shop/selectors.yml (100%)
rename {testing => jaffle_shop/testing}/__init__.py (100%)
rename {testing => jaffle_shop/testing}/profiles.yml (100%)
rename {testing => jaffle_shop/testing}/structure.py (100%)
rename {testing => jaffle_shop/testing}/test_structure.py (100%)
delete mode 100644 package_projects/dbt_project_evaluator.yml
diff --git a/Makefile b/Makefile
index 16b4dea87..a5eed96f4 100644
--- a/Makefile
+++ b/Makefile
@@ -1,6 +1,6 @@
init:
- pipenv sync --dev
- pipenv run dbt deps
+ pipenv install
+ pipenv run dbt deps --project-dir jaffle_shop
clean-env:
:> .env
@@ -11,21 +11,16 @@ env-development-salt:
env-target:
echo DATABRICKS_TARGET=$$(git symbolic-ref --short HEAD | tr /- _) >> .env
-package-project:
- for PACKAGE in dbt_project_evaluator ; do \
- cp package_projects/$$PACKAGE.yml dbt_packages/$$PACKAGE/dbt_project.yml ; \
- done
-
-build-env: clean-env env-development-salt env-target package-project
+build-env: clean-env env-development-salt env-target
dbt-deps:
- pipenv run dbt deps
+ pipenv run dbt deps --project-dir jaffle_shop
dbt-build: build-env
- pipenv run dbt build --selector jaffle_shop
+ pipenv run dbt build --selector jaffle_shop --project-dir jaffle_shop
run-dbt-project-evaluator: dbt-deps build-env
- pipenv run dbt --warn-error build --select package:dbt_project_evaluator dbt_project_evaluator_exceptions
+ pipenv run dbt --warn-error build --select package:dbt_project_evaluator dbt_project_evaluator_exceptions --project-dir jaffle_shop
lint: build-env
pipenv run sqlfluff lint
@@ -34,7 +29,7 @@ format: build-env
pipenv run sqlfluff fix
run-python-tests:
- pipenv run pytest --quiet --show-capture=no --tb=no
+ pipenv run pytest jaffle_shop/testing --quiet --show-capture=no --tb=no
run-python-tests-detailed:
- pipenv run pytest
\ No newline at end of file
+ pipenv run pytest jaffle_shop/testing
\ No newline at end of file
diff --git a/Pipfile b/Pipfile
index dcdd21db8..3624922aa 100644
--- a/Pipfile
+++ b/Pipfile
@@ -4,7 +4,7 @@ verify_ssl = true
name = "pypi"
[packages]
-dbt-core = "==1.3.0"
+dbt-core = "==1.7.17"
dbt-databricks = {extras = ["odbc"]}
pytest-mock = "*"
glob2 = "*"
diff --git a/Pipfile.lock b/Pipfile.lock
index 4df5a8e22..ded30cb13 100644
--- a/Pipfile.lock
+++ b/Pipfile.lock
@@ -1,7 +1,7 @@
{
"_meta": {
"hash": {
- "sha256": "9468c72b603d3ab16304e244727c96241ffa8ddf1cd3e2cced9959a4c08e19e0"
+ "sha256": "f6f9913542164e4b070e08a1c794f31733cd627f8a29a4b2e0e0a24d473868d1"
},
"pipfile-spec": 6,
"requires": {
@@ -18,10 +18,26 @@
"default": {
"agate": {
"hashes": [
- "sha256:2d568fd68a8eb8b56c805a1299ba4bc30ca0434563be1bea309c9d1c1c8401f4",
- "sha256:e0f2f813f7e12311a4cdccc97d6ba0a6781e9c1aa8eca0ab00d5931c0113a308"
+ "sha256:23f9f412f74f97b72f82b1525ab235cc816bc8c8525d968a091576a0dbc54a5f",
+ "sha256:eadf46d980168b8922d5d396d6258eecd5e7dbef7e6f0c0b71e968545ea96389"
],
- "version": "==1.6.3"
+ "version": "==1.7.1"
+ },
+ "alembic": {
+ "hashes": [
+ "sha256:99bd884ca390466db5e27ffccff1d179ec5c05c965cfefc0607e69f9e411cb25",
+ "sha256:b00892b53b3642d0b8dbedba234dbf1924b69be83a9a769d5a624b01094e304b"
+ ],
+ "markers": "python_version >= '3.8'",
+ "version": "==1.14.0"
+ },
+ "annotated-types": {
+ "hashes": [
+ "sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53",
+ "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89"
+ ],
+ "markers": "python_version >= '3.8'",
+ "version": "==0.7.0"
},
"attrs": {
"hashes": [
@@ -39,6 +55,22 @@
"markers": "python_version >= '3.8'",
"version": "==2.16.0"
},
+ "backports.tarfile": {
+ "hashes": [
+ "sha256:77e284d754527b01fb1e6fa8a1afe577858ebe4e9dad8919e34c862cb399bc34",
+ "sha256:d75e02c268746e1b8144c278978b6e98e85de6ad16f8e4b0844a154557eca991"
+ ],
+ "markers": "python_version < '3.12'",
+ "version": "==1.2.0"
+ },
+ "cachetools": {
+ "hashes": [
+ "sha256:02134e8439cdc2ffb62023ce1debca2944c3f289d66bb17ead3ab3dede74b292",
+ "sha256:2cc24fb4cbe39633fb7badd9db9ca6295d766d9c2995f245725a46715d050f2a"
+ ],
+ "markers": "python_version >= '3.7'",
+ "version": "==5.5.0"
+ },
"certifi": {
"hashes": [
"sha256:922820b53db7a7257ffbda3f597266d435245903d80737e34f8a45ff3e3230d8",
@@ -241,69 +273,85 @@
},
"colorama": {
"hashes": [
- "sha256:854bf444933e37f5824ae7bfc1e98d5bce2ebe4160d46b5edf346a89358e99da",
- "sha256:e6c6b4334fc50988a639d9b98aa429a0b57da6e17b9a44f0451f930b6967b7a4"
+ "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44",
+ "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"
],
- "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4'",
- "version": "==0.4.5"
+ "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4, 3.5, 3.6'",
+ "version": "==0.4.6"
+ },
+ "databricks-sdk": {
+ "hashes": [
+ "sha256:0a1baa6783aba9b034b9a017da8d0cf839ec61ae8318792b78bfb3db0374dd9c",
+ "sha256:ad90e01c7b1a9d60a3de6a35606c79ac982e8972d3ad3ff89c251c24439c8bb9"
+ ],
+ "markers": "python_version >= '3.7'",
+ "version": "==0.17.0"
},
"databricks-sql-connector": {
"hashes": [
- "sha256:126b1b0ec8403c2ca7d84f1c617ef482f4288f428608b51122186dabc69bbd0f",
- "sha256:4302828afa17b9f993dc63143aa35c76e30d2b46bdb4bcc47452d4c44bb412d8"
+ "sha256:d830abf86e71d2eb83c6a7b7264d6c03926a8a83cec58541ddd6b83d693bde8f",
+ "sha256:e55f5b8ede8ae6c6f31416a4cf6352f0ac019bf6875896c668c7574ceaf6e813"
],
- "markers": "python_full_version >= '3.8.0' and python_full_version < '4.0.0'",
- "version": "==3.6.0"
+ "markers": "python_full_version >= '3.7.1' and python_full_version < '4.0.0'",
+ "version": "==2.9.6"
},
"dbt-core": {
"hashes": [
- "sha256:20d23cf7c20ed16f6d82804d6cf67dafca8ac3c9f2557e5aeaa8c6af9d39c384",
- "sha256:63f2f691af87790a4315e15267b863ecdd67828da5c76367c2c2f1cad08c6822"
+ "sha256:91cd0ceca29d77377988bca94db02c9d6f3debdd604edbde702008380b87fc4e",
+ "sha256:efd341e83252c35d9dbe0d2d0bfd874125c093c125250bebc7ca741a9145db80"
],
"index": "pypi",
- "markers": "python_full_version >= '3.7.2'",
- "version": "==1.3.0"
+ "markers": "python_version >= '3.8'",
+ "version": "==1.7.17"
},
"dbt-databricks": {
"extras": [
"odbc"
],
"hashes": [
- "sha256:0b0956a597befb574971e45341ca6c37de42cbfa2db61a7aab55bd5236a57206",
- "sha256:9debf9280e3a791bc104bd089aa82ff1adfb7f2cddfe1ccd41b99bdf12619258"
+ "sha256:b52decb556a94f567bfa07a45067074c25582220f29e39b3ed687aeb6de0dd7d",
+ "sha256:e051c3b568f1838458dac61fa7caa99694a00a0d9f46ec632b1f7f523fba9b7c"
],
- "markers": "python_version >= '3.7'",
- "version": "==1.3.2"
+ "markers": "python_version >= '3.8'",
+ "version": "==1.7.17"
},
"dbt-extractor": {
"hashes": [
- "sha256:037907a7c7ae0391045d81338ca77ddaef899a91d80f09958f09fe374594e19b",
- "sha256:34783d788b133f223844e280e37b3f5244f2fb60acc457aa75c2667e418d5442",
- "sha256:35265a0ae0a250623b0c2e3308b2738dc8212e40e0aa88407849e9ea090bb312",
- "sha256:3fe8d8e28a7bd3e0884896147269ca0202ca432d8733113386bdc84c824561bf",
- "sha256:4dc715bd740e418d8dc1dd418fea508e79208a24cf5ab110b0092a3cbe96bf71",
- "sha256:554d27741a54599c39e5c0b7dbcab77400d83f908caba284a3e960db812e5814",
- "sha256:75b1c665699ec0f1ffce1ba3d776f7dfce802156f22e70a7b9c8f0b4d7e80f42",
- "sha256:76872cdee659075d6ce2df92dc62e59a74ba571be62acab2e297ca478b49d766",
- "sha256:7c291f9f483eae4f60dd5859097d7ba51d5cb6c4725f08973ebd18cdea89d758",
- "sha256:7d7c47774dc051b8c18690281a55e2e3d3320e823b17e04b06bc3ff81b1874ba",
- "sha256:81435841610be1b07806d72cd89b1956c6e2a84c360b9ceb3f949c62a546d569",
- "sha256:822b1e911db230e1b9701c99896578e711232001027b518c44c32f79a46fa3f9",
- "sha256:9da211869a1220ea55c5552c1567a3ea5233a6c52fa89ca87a22465481c37bc9",
- "sha256:a805d51a25317f53cbff951c79b9cf75421cf48e4b3e1dfb3e9e8de6d824b76c",
- "sha256:bc9e0050e3a2f4ea9fe58e8794bc808e6709a0c688ed710fc7c5b6ef3e5623ec",
- "sha256:cad90ddc708cb4182dc16fe2c87b1f088a1679877b93e641af068eb68a25d582"
+ "sha256:100453ba06e169cbdb118234ab3f06f6722a2e0e316089b81c88dea701212abc",
+ "sha256:1b25fa7a276ab26aa2d70ff6e0cf4cfb1490d7831fb57ee1337c24d2b0333b84",
+ "sha256:3614ce9f83ae4cd0dc95f77730034a793a1c090a52dcf698ba1c94050afe3a8b",
+ "sha256:3b91e6106b967d908b34f83929d3f50ee2b498876a1be9c055fe060ed728c556",
+ "sha256:475e2c05b17eb4976eff6c8f7635be42bec33f15a74ceb87a40242c94a99cebf",
+ "sha256:62e4f040fd338b652683421ce48e903812e27fd6e7af58b1b70a4e1f9f2c79e3",
+ "sha256:6916aae085fd5f2af069fd6947933e78b742c9e3d2165e1740c2e28ae543309a",
+ "sha256:91e25ad78f1f4feadd27587ebbcc46ad909cfad843118908f30336d08d8400ca",
+ "sha256:c0ce901d4ebf0664977e4e1cbf596d4afc6c1339fcc7d2cf67ce3481566a626f",
+ "sha256:c5651e458be910ff567c0da3ea2eb084fd01884cc88888ac2cf1e240dcddacc2",
+ "sha256:cbe338b76e9ffaa18275456e041af56c21bb517f6fbda7a58308138703da0996",
+ "sha256:cd5d95576a8dea4190240aaf9936a37fd74b4b7913ca69a3c368fc4472bb7e13",
+ "sha256:cdf9938b36cd098bcdd80f43dc03864da3f69f57d903a9160a32236540d4ddcd",
+ "sha256:d3b9bf50eb062b4344d9546fe42038996c6e7e7daa10724aa955d64717260e5d",
+ "sha256:ea4edf33035d0a060b1e01c42fb2d99316457d44c954d6ed4eed9f1948664d87",
+ "sha256:eecc08f3743e802a8ede60c89f7b2bce872acc86120cbc0ae7df229bb8a95083"
],
"markers": "python_full_version >= '3.6.1'",
- "version": "==0.4.1"
+ "version": "==0.5.1"
+ },
+ "dbt-semantic-interfaces": {
+ "hashes": [
+ "sha256:0149a4fd7fd4f25309edf5f856410536eaf2019f29dad58967dcf6d0625e6914",
+ "sha256:3b8126deb964c03d14e8af1cb4bdfb9f20c53dfcef28fa3a0bc158a8312e4070"
+ ],
+ "markers": "python_version >= '3.8'",
+ "version": "==0.4.4"
},
"dbt-spark": {
"hashes": [
- "sha256:97646503d921ce8b43896bfb9ed55a0f63fdcb2f989d955c2505cb60bf709adf",
- "sha256:9bccd36f3e3a5a7b2b38381be9038107e34096c207312077460f04805c63864d"
+ "sha256:99b5002edcdb82058a3b0ad33eb18b91a4bdde887d94855e8bd6f633d78837dc",
+ "sha256:a10e5d1bfdb2ca98e7ae2badd06150e2695d9d4fa18ae2354ed5bd093d77f947"
],
- "markers": "python_version >= '3.7'",
- "version": "==1.3.3"
+ "markers": "python_version >= '3.8'",
+ "version": "==1.7.1"
},
"et-xmlfile": {
"hashes": [
@@ -321,14 +369,6 @@
"markers": "python_version < '3.11'",
"version": "==1.2.2"
},
- "future": {
- "hashes": [
- "sha256:929292d34f5872e70396626ef385ec22355a1fae8ad29e1a734c3e43f9fbc216",
- "sha256:bd2968309307861edae1458a4f8a4f3598c03be43b97521076aebf5d94c07b05"
- ],
- "markers": "python_version >= '2.6' and python_version not in '3.0, 3.1, 3.2'",
- "version": "==1.0.0"
- },
"glob2": {
"hashes": [
"sha256:85c3dbd07c8aa26d63d7aacee34fa86e9a91a3873bc30bf62ec46e531f92ab8c"
@@ -336,12 +376,13 @@
"index": "pypi",
"version": "==0.7"
},
- "hologram": {
+ "google-auth": {
"hashes": [
- "sha256:48ca81ed47da1c604b2d3b951424b600eb8a5785b00513e3b8e3ae8101f90145",
- "sha256:79b3d04df84d5a9d09c2e669ec5bcc50b1713ec79f4683cfdea85583b41e46f0"
+ "sha256:51a15d47028b66fd36e5c64a82d2d57480075bccc7da37cde257fc94177a61fb",
+ "sha256:545e9618f2df0bcbb7dcbc45a546485b1212624716975a1ea5ae8149ce769ab1"
],
- "version": "==0.0.15"
+ "markers": "python_version >= '3.7'",
+ "version": "==2.36.0"
},
"idna": {
"hashes": [
@@ -351,6 +392,14 @@
"markers": "python_version >= '3.6'",
"version": "==3.10"
},
+ "importlib-metadata": {
+ "hashes": [
+ "sha256:1231cf92d825c9e03cfc4da076a16de6422c863558229ea0b22b675657463443",
+ "sha256:f0afba6205ad8f8947c7d338b5342d5db2afbfd82f9cbef7879a9539cc12eb9b"
+ ],
+ "markers": "python_version >= '3.8'",
+ "version": "==6.11.0"
+ },
"iniconfig": {
"hashes": [
"sha256:2d91e135bf72d31a410b17c16da610a82cb55f6b0477d1a902134b24a455b8b3",
@@ -366,20 +415,61 @@
],
"version": "==0.6.1"
},
+ "jaraco.classes": {
+ "hashes": [
+ "sha256:47a024b51d0239c0dd8c8540c6c7f484be3b8fcf0b2d85c13825780d3b3f3acd",
+ "sha256:f662826b6bed8cace05e7ff873ce0f9283b5c924470fe664fff1c2f00f581790"
+ ],
+ "markers": "python_version >= '3.8'",
+ "version": "==3.4.0"
+ },
+ "jaraco.context": {
+ "hashes": [
+ "sha256:9bae4ea555cf0b14938dc0aee7c9f32ed303aa20a3b73e7dc80111628792d1b3",
+ "sha256:f797fc481b490edb305122c9181830a3a5b76d84ef6d1aef2fb9b47ab956f9e4"
+ ],
+ "markers": "python_version >= '3.8'",
+ "version": "==6.0.1"
+ },
+ "jaraco.functools": {
+ "hashes": [
+ "sha256:70f7e0e2ae076498e212562325e805204fc092d7b4c17e0e86c959e249701a9d",
+ "sha256:ad159f13428bc4acbf5541ad6dec511f91573b90fba04df61dafa2a1231cf649"
+ ],
+ "markers": "python_version >= '3.8'",
+ "version": "==4.1.0"
+ },
"jinja2": {
"hashes": [
- "sha256:31351a702a408a9e7595a8fc6150fc3f43bb6bf7e319770cbc0db9df9437e852",
- "sha256:6088930bfe239f0e6710546ab9c19c9ef35e29792895fed6e6e31a023a182a61"
+ "sha256:4a3aee7acbbe7303aede8e9648d13b8bf88a429282aa6122a993f0ac800cb369",
+ "sha256:bc5dd2abb727a5319567b7a813e6a2e7318c39f4f487cfe6c89c6f9c7d25197d"
],
"markers": "python_version >= '3.7'",
- "version": "==3.1.2"
+ "version": "==3.1.4"
},
"jsonschema": {
"hashes": [
- "sha256:4e5b3cf8216f577bee9ce139cbe72eca3ea4f292ec60928ff24758ce626cd163",
- "sha256:c8a85b28d377cc7737e46e2d9f2b4f44ee3c0e1deac6bf46ddefc7187d30797a"
+ "sha256:d71497fef26351a33265337fa77ffeb82423f3ea21283cd9467bb03999266bc4",
+ "sha256:fbadb6f8b144a8f8cf9f0b89ba94501d143e50411a1278633f56a7acf7fd5566"
+ ],
+ "markers": "python_version >= '3.8'",
+ "version": "==4.23.0"
+ },
+ "jsonschema-specifications": {
+ "hashes": [
+ "sha256:0f38b83639958ce1152d02a7f062902c41c8fd20d558b0c34344292d417ae272",
+ "sha256:a09a0680616357d9a0ecf05c12ad234479f549239d0f5b55f3deea67475da9bf"
],
- "version": "==3.2.0"
+ "markers": "python_version >= '3.9'",
+ "version": "==2024.10.1"
+ },
+ "keyring": {
+ "hashes": [
+ "sha256:4c753b3ec91717fe713c4edd522d625889d8973a349b0e582622f49766de58e6",
+ "sha256:e67f8ac32b04be4714b42fe84ce7dad9c40985b9ca827c592cc303e7c26d9741"
+ ],
+ "markers": "python_version >= '3.8'",
+ "version": "==25.5.0"
},
"leather": {
"hashes": [
@@ -444,6 +534,14 @@
"markers": "python_version >= '3.8'",
"version": "==4.3.3"
},
+ "mako": {
+ "hashes": [
+ "sha256:9ec3a1583713479fae654f83ed9fa8c9a4c16b7bb0daba0e6bbebff50c0d983d",
+ "sha256:a91198468092a2f1a0de86ca92690fb0cfc43ca90ee17e15d93662b4c04b241a"
+ ],
+ "markers": "python_version >= '3.8'",
+ "version": "==1.3.6"
+ },
"markupsafe": {
"hashes": [
"sha256:0bff5e0ae4ef2e1ae4fdf2dfd5b76c75e5c2fa4132d05fc1b0dabcd20c7e28c4",
@@ -516,11 +614,11 @@
"msgpack"
],
"hashes": [
- "sha256:6d221e09df2d884afda19325d5412dc9b1274be9ba1c3e57c12a8977320c7e07",
- "sha256:72b97b7660b7a4de1df2466a52543e6439f968cd081ce55aae899bc375b1f53d"
+ "sha256:5ef6f2b963892cbe9a4ceb3441dfbea37f8c3412523f25d42e9b3a7186555f1d",
+ "sha256:c12a649599a8f7b1a0b35d18f12e678423c3066189f7bc7bd8dd431c5c8132c3"
],
- "markers": "python_version >= '3.6'",
- "version": "==3.0.4"
+ "markers": "python_version >= '3.8'",
+ "version": "==3.14"
},
"minimal-snowplow-tracker": {
"hashes": [
@@ -528,6 +626,14 @@
],
"version": "==0.0.2"
},
+ "more-itertools": {
+ "hashes": [
+ "sha256:037b0d3203ce90cca8ab1defbbdac29d5f993fc20131f3664dc8d6acfa872aef",
+ "sha256:5482bfef7849c25dc3c6dd53a6173ae4795da2a41a80faea6700d9f5846c5da6"
+ ],
+ "markers": "python_version >= '3.8'",
+ "version": "==10.5.0"
+ },
"msgpack": {
"hashes": [
"sha256:06f5fd2f6bb2a7914922d935d3b8bb4a7fff3a9a91cfce6d06c13bc42bec975b",
@@ -599,11 +705,11 @@
},
"networkx": {
"hashes": [
- "sha256:230d388117af870fce5647a3c52401fcf753e94720e6ea6b4197a5355648885e",
- "sha256:e435dfa75b1d7195c7b8378c3859f0445cd88c6b0375c181ed66823a9ceb7524"
+ "sha256:307c3669428c5362aab27c8a1260aa8f47c4e91d3891f48be0141738d8d053e1",
+ "sha256:df5d4365b724cf81b8c6a7312509d0c22386097011ad1abe274afd5e9d3bbc5f"
],
- "markers": "python_version >= '3.8'",
- "version": "==2.8.8"
+ "markers": "python_version >= '3.10'",
+ "version": "==3.4.2"
},
"numpy": {
"hashes": [
@@ -644,7 +750,7 @@
"sha256:f870204a840a60da0b12273ef34f7051e98c3b5961b61b0c2c1be6dfd64fbcd3",
"sha256:ffa75af20b44f8dba823498024771d5ac50620e6915abac414251bd971b4529f"
],
- "markers": "python_version >= '3.8' and python_version < '3.11'",
+ "markers": "python_version >= '3.7' and python_version < '3.11'",
"version": "==1.26.4"
},
"oauthlib": {
@@ -665,73 +771,57 @@
},
"packaging": {
"hashes": [
- "sha256:dd47c42927d89ab911e606518907cc2d3a1f38bbd026385970643f9c5b8ecfeb",
- "sha256:ef103e05f519cdc783ae24ea4e2e0f508a9c99b2d4969652eed6a2e1ea5bd522"
+ "sha256:09abb1bccd265c01f4a3aa3f7a7db064b36514d2cba19a2f694fe6150451a759",
+ "sha256:c228a6dc5e932d346bc5739379109d49e8853dd8223571c7c5b55260edc0b97f"
],
- "markers": "python_version >= '3.6'",
- "version": "==21.3"
+ "markers": "python_version >= '3.8'",
+ "version": "==24.2"
},
"pandas": {
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"hashes": [
@@ -741,47 +831,86 @@
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},
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},
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"markers": "python_version >= '3.8'",
- "version": "==0.20.0"
+ "version": "==2.23.4"
},
"pytest": {
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@@ -856,11 +1042,11 @@
},
"python-dateutil": {
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- "version": "==2.8.2"
+ "version": "==2.9.0.post0"
},
"python-slugify": {
"hashes": [
@@ -943,6 +1129,14 @@
"markers": "python_version >= '3.8'",
"version": "==6.0.2"
},
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@@ -951,13 +1145,109 @@
"markers": "python_version >= '3.8'",
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},
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+ "sha256:8404b3717da03cbf773a1d275d01fec84ea007754ed380f63dfc24fb76ce4592",
+ "sha256:878f6fea96621fda5303a2867887686d7a198d9e0f8a40be100a63f5d60c88c9",
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+ "sha256:95a5bad1ac8a5c77b4e658671642e4af3707f095d2b78a1fdd08af0dfb647624",
+ "sha256:97ef67d9bbc3e15584c2f3c74bcf064af36336c10d2e21a2131e123ce0f924c9",
+ "sha256:98486337f7b4f3c324ab402e83453e25bb844f44418c066623db88e4c56b7c7b",
+ "sha256:98e4fe5db40db87ce1c65031463a760ec7906ab230ad2249b4572c2fc3ef1f9f",
+ "sha256:998a8080c4495e4f72132f3d66ff91f5997d799e86cec6ee05342f8f3cda7dca",
+ "sha256:9afe42102b40007f588666bc7de82451e10c6788f6f70984629db193849dced1",
+ "sha256:9e20da3957bdf7824afdd4b6eeb29510e83e026473e04952dca565170cd1ecc8",
+ "sha256:a017f813f24b9df929674d0332a374d40d7f0162b326562daae8066b502d0590",
+ "sha256:a429b99337062877d7875e4ff1a51fe788424d522bd64a8c0a20ef3021fdb6ed",
+ "sha256:a58ce66847711c4aa2ecfcfaff04cb0327f907fead8945ffc47d9407f41ff952",
+ "sha256:a78d8b634c9df7f8d175451cfeac3810a702ccb85f98ec95797fa98b942cea11",
+ "sha256:a89a8ce9e4e75aeb7fa5d8ad0f3fecdee813802592f4f46a15754dcb2fd6b061",
+ "sha256:a8eeec67590e94189f434c6d11c426892e396ae59e4801d17a93ac96b8c02a6c",
+ "sha256:aaeb25ccfb9b9014a10eaf70904ebf3f79faaa8e60e99e19eef9f478651b9b74",
+ "sha256:ad116dda078d0bc4886cb7840e19811562acdc7a8e296ea6ec37e70326c1b41c",
+ "sha256:af04ac89c738e0f0f1b913918024c3eab6e3ace989518ea838807177d38a2e94",
+ "sha256:af4a644bf890f56e41e74be7d34e9511e4954894d544ec6b8efe1e21a1a8da6c",
+ "sha256:b21747f79f360e790525e6f6438c7569ddbfb1b3197b9e65043f25c3c9b489d8",
+ "sha256:b229ce052ddf1a01c67d68166c19cb004fb3612424921b81c46e7ea7ccf7c3bf",
+ "sha256:b4de1da871b5c0fd5537b26a6fc6814c3cc05cabe0c941db6e9044ffbb12f04a",
+ "sha256:b80b4690bbff51a034bfde9c9f6bf9357f0a8c61f548942b80f7b66356508bf5",
+ "sha256:b876f2bc27ab5954e2fd88890c071bd0ed18b9c50f6ec3de3c50a5ece612f7a6",
+ "sha256:b8f107395f2f1d151181880b69a2869c69e87ec079c49c0016ab96860b6acbe5",
+ "sha256:b9b76e2afd585803c53c5b29e992ecd183f68285b62fe2668383a18e74abe7a3",
+ "sha256:c2b2f71c6ad6c2e4fc9ed9401080badd1469fa9889657ec3abea42a3d6b2e1ed",
+ "sha256:c3761f62fcfccf0864cc4665b6e7c3f0c626f0380b41b8bd1ce322103fa3ef87",
+ "sha256:c38dbf31c57032667dd5a2f0568ccde66e868e8f78d5a0d27dcc56d70f3fcd3b",
+ "sha256:ca9989d5d9b1b300bc18e1801c67b9f6d2c66b8fd9621b36072ed1df2c977f72",
+ "sha256:cbd7504a10b0955ea287114f003b7ad62330c9e65ba012c6223dba646f6ffd05",
+ "sha256:d167e4dbbdac48bd58893c7e446684ad5d425b407f9336e04ab52e8b9194e2ed",
+ "sha256:d2132377f9deef0c4db89e65e8bb28644ff75a18df5293e132a8d67748397b9f",
+ "sha256:da52d62a96e61c1c444f3998c434e8b263c384f6d68aca8274d2e08d1906325c",
+ "sha256:daa8efac2a1273eed2354397a51216ae1e198ecbce9036fba4e7610b308b6153",
+ "sha256:dc5695c321e518d9f03b7ea6abb5ea3af4567766f9852ad1560f501b17588c7b",
+ "sha256:de552f4a1916e520f2703ec474d2b4d3f86d41f353e7680b597512ffe7eac5d0",
+ "sha256:de609a6f1b682f70bb7163da745ee815d8f230d97276db049ab447767466a09d",
+ "sha256:e12bb09678f38b7597b8346983d2323a6482dcd59e423d9448108c1be37cac9d",
+ "sha256:e168afe6bf6ab7ab46c8c375606298784ecbe3ba31c0980b7dcbb9631dcba97e",
+ "sha256:e78868e98f34f34a88e23ee9ccaeeec460e4eaf6db16d51d7a9b883e5e785a5e",
+ "sha256:e860f065cc4ea6f256d6f411aba4b1251255366e48e972f8a347cf88077b24fd",
+ "sha256:ea3a6ac4d74820c98fcc9da4a57847ad2cc36475a8bd9683f32ab6d47a2bd682",
+ "sha256:ebf64e281a06c904a7636781d2e973d1f0926a5b8b480ac658dc0f556e7779f4",
+ "sha256:ed6378c9d66d0de903763e7706383d60c33829581f0adff47b6535f1802fa6db",
+ "sha256:ee1e4fc267b437bb89990b2f2abf6c25765b89b72dd4a11e21934df449e0c976",
+ "sha256:ee4eafd77cc98d355a0d02f263efc0d3ae3ce4a7c24740010a8b4012bbb24937",
+ "sha256:efec946f331349dfc4ae9d0e034c263ddde19414fe5128580f512619abed05f1",
+ "sha256:f414da5c51bf350e4b7960644617c130140423882305f7574b6cf65a3081cecb",
+ "sha256:f71009b0d5e94c0e86533c0b27ed7cacc1239cb51c178fd239c3cfefefb0400a",
+ "sha256:f983e4c2f603c95dde63df633eec42955508eefd8d0f0e6d236d31a044c882d7",
+ "sha256:faa5e8496c530f9c71f2b4e1c49758b06e5f4055e17144906245c99fa6d45356",
+ "sha256:fed5dfefdf384d6fe975cc026886aece4f292feaf69d0eeb716cfd3c5a4dd8be"
+ ],
+ "markers": "python_version >= '3.9'",
+ "version": "==0.21.0"
+ },
+ "rsa": {
"hashes": [
- "sha256:f2504966861356aa38616760c0f66568e535562374995367b4e69c7143cf6bcd",
- "sha256:fba5dd4d766e97be1b1681d98712680ae8f2f26d7881245f2ce9e40714f1a686"
+ "sha256:90260d9058e514786967344d0ef75fa8727eed8a7d2e43ce9f4bcf1b536174f7",
+ "sha256:e38464a49c6c85d7f1351b0126661487a7e0a14a50f1675ec50eb34d4f20ef21"
],
- "markers": "python_version >= '3.8'",
- "version": "==75.3.0"
+ "markers": "python_version >= '3.6' and python_version < '4'",
+ "version": "==4.9"
},
"six": {
"hashes": [
@@ -967,6 +1257,56 @@
"markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2'",
"version": "==1.16.0"
},
+ "sqlalchemy": {
+ "hashes": [
+ "sha256:02d2ecb9508f16ab9c5af466dfe5a88e26adf2e1a8d1c56eb616396ccae2c186",
+ "sha256:0b76bbb1cbae618d10679be8966f6d66c94f301cfc15cb49e2f2382563fb6efb",
+ "sha256:0de620f978ca273ce027769dc8db7e6ee72631796187adc8471b3c76091b809e",
+ "sha256:1183599e25fa38a1a322294b949da02b4f0da13dbc2688ef9dbe746df573f8a6",
+ "sha256:12bc0141b245918b80d9d17eca94663dbd3f5266ac77a0be60750f36102bbb0f",
+ "sha256:1390ca2d301a2708fd4425c6d75528d22f26b8f5cbc9faba1ddca136671432bc",
+ "sha256:13e91d6892b5fcb94a36ba061fb7a1f03d0185ed9d8a77c84ba389e5bb05e936",
+ "sha256:14b3f4783275339170984cadda66e3ec011cce87b405968dc8d51cf0f9997b0d",
+ "sha256:1576fba3616f79496e2f067262200dbf4aab1bb727cd7e4e006076686413c80c",
+ "sha256:1990d5a6a5dc358a0894c8ca02043fb9a5ad9538422001fb2826e91c50f1d539",
+ "sha256:1d83cd1cc03c22d922ec94d0d5f7b7c96b1332f5e122e81b1a61fb22da77879a",
+ "sha256:1e8c1b9ecaf9f2590337d5622189aeb2f0dbc54ba0232fa0856cf390957584a9",
+ "sha256:26e78444bc77d089e62874dc74df05a5c71f01ac598010a327881a48408d0064",
+ "sha256:2b37931eac4b837c45e2522066bda221ac6d80e78922fb77c75eb12e4dbcdee5",
+ "sha256:3112de9e11ff1957148c6de1df2bc5cc1440ee36783412e5eedc6f53638a577d",
+ "sha256:394b0135900b62dbf63e4809cdc8ac923182af2816d06ea61cd6763943c2cc05",
+ "sha256:3f01c2629a7d6b30d8afe0326b8c649b74825a0e1ebdcb01e8ffd1c920deb07d",
+ "sha256:41cffc63c7c83dfc30c4cab5b4308ba74440a9633c4509c51a0c52431fb0f8ab",
+ "sha256:4470fbed088c35dc20b78a39aaf4ae54fe81790c783b3264872a0224f437c31a",
+ "sha256:5ed3576675c187e3baa80b02c4c9d0edfab78eff4e89dd9da736b921333a2432",
+ "sha256:6b24364150738ce488333b3fb48bfa14c189a66de41cd632796fbcacb26b4585",
+ "sha256:6da60fb24577f989535b8fc8b2ddc4212204aaf02e53c4c7ac94ac364150ed08",
+ "sha256:76c2ba7b5a09863d0a8166fbc753af96d561818c572dbaf697c52095938e7be4",
+ "sha256:954816850777ac234a4e32b8c88ac1f7847088a6e90cfb8f0e127a1bf3feddff",
+ "sha256:9c24dd161c06992ed16c5e528a75878edbaeced5660c3db88c820f1f0d3fe1f4",
+ "sha256:a01bc25eb7a5688656c8770f931d5cb4a44c7de1b3cec69b84cc9745d1e4cc10",
+ "sha256:a19f816f4702d7b1951d7576026c7124b9bfb64a9543e571774cf517b7a50b29",
+ "sha256:a41611835010ed4ea4c7aed1da5b58aac78ee7e70932a91ed2705a7b38e40f52",
+ "sha256:a49730afb716f3f675755afec109895cab95bc9875db7ffe2e42c1b1c6279482",
+ "sha256:a86b0e4be775902a5496af4fb1b60d8a2a457d78f531458d294360b8637bb014",
+ "sha256:a8a72259a1652f192c68377be7011eac3c463e9892ef2948828c7d58e4829988",
+ "sha256:af00236fe21c4d4f4c227b6ccc19b44c594160cc3ff28d104cdce85855369277",
+ "sha256:b05e0626ec1c391432eabb47a8abd3bf199fb74bfde7cc44a26d2b1b352c2c6e",
+ "sha256:b5933c45d11cbd9694b1540aa9076816cc7406964c7b16a380fd84d3a5fe3241",
+ "sha256:b5e0d47d619c739bdc636bbe007da4519fc953393304a5943e0b5aec96c9877c",
+ "sha256:b67589f7955924865344e6eacfdcf70675e64f36800a576aa5e961f0008cde2a",
+ "sha256:c5a2530400a6e7e68fd1552a55515de6a4559122e495f73554a51cedafc11669",
+ "sha256:cafe0ba3a96d0845121433cffa2b9232844a2609fce694fcc02f3f31214ece28",
+ "sha256:cdb2886c0be2c6c54d0651d5a61c29ef347e8eec81fd83afebbf7b59b80b7393",
+ "sha256:d0cf7076c8578b3de4e43a046cc7a1af8466e1c3f5e64167189fe8958a4f9c02",
+ "sha256:f1e1b92ee4ee9ffc68624ace218b89ca5ca667607ccee4541a90cc44999b9aea",
+ "sha256:f941aaf15f47f316123e1933f9ea91a6efda73a161a6ab6046d1cde37be62c88",
+ "sha256:fb59a11689ff3c58e7652260127f9e34f7f45478a2f3ef831ab6db7bcd72108f",
+ "sha256:fc9ffd9a38e21fad3e8c5a88926d57f94a32546e937e0be46142b2702003eba7"
+ ],
+ "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4, 3.5'",
+ "version": "==1.4.54"
+ },
"sqlparams": {
"hashes": [
"sha256:454beae170183836429013dfdfcca6eb168ec06168f332c8658cccaf6452de15",
@@ -977,11 +1317,11 @@
},
"sqlparse": {
"hashes": [
- "sha256:5430a4fe2ac7d0f93e66f1efc6e1338a41884b7ddf2a350cedd20ccc4d9d28f3",
- "sha256:d446183e84b8349fa3061f0fe7f06ca94ba65b426946ffebe6e3e8295332420c"
+ "sha256:773dcbf9a5ab44a090f3441e2180efe2560220203dc2f8c0b0fa141e18b505e4",
+ "sha256:bb6b4df465655ef332548e24f08e205afc81b9ab86cb1c45657a7ff173a3a00e"
],
- "markers": "python_version >= '3.5'",
- "version": "==0.4.4"
+ "markers": "python_version >= '3.8'",
+ "version": "==0.5.1"
},
"text-unidecode": {
"hashes": [
@@ -992,17 +1332,17 @@
},
"thrift": {
"hashes": [
- "sha256:4dd662eadf6b8aebe8a41729527bd69adf6ceaa2a8681cbef64d1273b3e8feba"
+ "sha256:2b5b6488fcded21f9d312aa23c9ff6a0195d0f6ae26ddbd5ad9e3e25dfc14408"
],
- "version": "==0.20.0"
+ "version": "==0.16.0"
},
"tomli": {
"hashes": [
- "sha256:2ebe24485c53d303f690b0ec092806a085f07af5a5aa1464f3931eec36caaa38",
- "sha256:d46d457a85337051c36524bc5349dd91b1877838e2979ac5ced3e710ed8a60ed"
+ "sha256:3f646cae2aec94e17d04973e4249548320197cfabdf130015d023de4b74d8ab8",
+ "sha256:a5c57c3d1c56f5ccdf89f6523458f60ef716e210fc47c4cfb188c5ba473e0391"
],
"markers": "python_version < '3.11'",
- "version": "==2.0.2"
+ "version": "==2.1.0"
},
"typing-extensions": {
"hashes": [
@@ -1022,19 +1362,19 @@
},
"urllib3": {
"hashes": [
- "sha256:ca899ca043dcb1bafa3e262d73aa25c465bfb49e0bd9dd5d59f1d0acba2f8fac",
- "sha256:e7d814a81dad81e6caf2ec9fdedb284ecc9c73076b62654547cc64ccdcae26e9"
+ "sha256:0ed14ccfbf1c30a9072c7ca157e4319b70d65f623e91e7b32fadb2853431016e",
+ "sha256:40c2dc0c681e47eb8f90e7e27bf6ff7df2e677421fd46756da1161c39ca70d32"
],
- "markers": "python_version >= '3.8'",
- "version": "==2.2.3"
+ "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"
},
- "werkzeug": {
+ "zipp": {
"hashes": [
- "sha256:554b257c74bbeb7a0d254160a4f8ffe185243f52a52035060b761ca62d977f03",
- "sha256:bba1f19f8ec89d4d607a3bd62f1904bd2e609472d93cd85e9d4e178f472c3748"
+ "sha256:2c9958f6430a2040341a52eb608ed6dd93ef4392e02ffe219417c1b28b5dd1f4",
+ "sha256:ac1bbe05fd2991f160ebce24ffbac5f6d11d83dc90891255885223d42b3cd931"
],
- "markers": "python_version >= '3.8'",
- "version": "==2.3.8"
+ "markers": "python_version >= '3.9'",
+ "version": "==3.21.0"
}
},
"develop": {
@@ -1056,11 +1396,11 @@
},
"packaging": {
"hashes": [
- "sha256:dd47c42927d89ab911e606518907cc2d3a1f38bbd026385970643f9c5b8ecfeb",
- "sha256:ef103e05f519cdc783ae24ea4e2e0f508a9c99b2d4969652eed6a2e1ea5bd522"
+ "sha256:09abb1bccd265c01f4a3aa3f7a7db064b36514d2cba19a2f694fe6150451a759",
+ "sha256:c228a6dc5e932d346bc5739379109d49e8853dd8223571c7c5b55260edc0b97f"
],
- "markers": "python_version >= '3.6'",
- "version": "==21.3"
+ "markers": "python_version >= '3.8'",
+ "version": "==24.2"
},
"pluggy": {
"hashes": [
@@ -1089,11 +1429,11 @@
},
"tomli": {
"hashes": [
- "sha256:2ebe24485c53d303f690b0ec092806a085f07af5a5aa1464f3931eec36caaa38",
- "sha256:d46d457a85337051c36524bc5349dd91b1877838e2979ac5ced3e710ed8a60ed"
+ "sha256:3f646cae2aec94e17d04973e4249548320197cfabdf130015d023de4b74d8ab8",
+ "sha256:a5c57c3d1c56f5ccdf89f6523458f60ef716e210fc47c4cfb188c5ba473e0391"
],
"markers": "python_version < '3.11'",
- "version": "==2.0.2"
+ "version": "==2.1.0"
}
}
}
diff --git a/dbt_project.yml b/dbt_project.yml
deleted file mode 100644
index 1fb8ada90..000000000
--- a/dbt_project.yml
+++ /dev/null
@@ -1,29 +0,0 @@
-name: 'jaffle_shop'
-
-config-version: 2
-version: '0.1'
-
-profile: 'jaffle_shop'
-
-macro-paths: ["jaffle_shop/macros"]
-model-paths: ["jaffle_shop/models"]
-seed-paths: ["jaffle_shop/seeds"]
-snapshot-paths: ["jaffle_shop/snapshots"]
-
-target-path: "target"
-clean-targets:
- - "target"
- - "dbt_modules"
- - "logs"
-
-require-dbt-version: [">=1.0.0", "<2.0.0"]
-
-dispatch:
- - macro_namespace: dbt_utils
- search_order: ['dbt_project_evaluator', 'spark_utils', 'dbt_utils']
-
-models:
- jaffle_shop:
- materialized: table
- staging:
- materialized: view
diff --git a/jaffle_shop/dbt_project.yml b/jaffle_shop/dbt_project.yml
new file mode 100644
index 000000000..52f2d4fda
--- /dev/null
+++ b/jaffle_shop/dbt_project.yml
@@ -0,0 +1,47 @@
+name: 'jaffle_shop'
+
+config-version: 2
+version: '0.1'
+
+profile: 'jaffle_shop'
+
+macro-paths: ["macros"]
+model-paths: ["models"]
+seed-paths: ["seeds"]
+snapshot-paths: ["snapshots"]
+
+target-path: "target"
+clean-targets:
+ - "target"
+ - "dbt_modules"
+ - "logs"
+
+require-dbt-version: [">=1.0.0", "<2.0.0"]
+
+dispatch:
+ # - macro_namespace: dbt_utils
+ # search_order: ['dbt_project_evaluator', 'spark_utils', 'dbt_utils']
+ - macro_namespace: dbt
+ search_order: ['dbt_project_evaluator', 'dbt']
+
+models:
+ +file_format: delta
+
+ jaffle_shop:
+ +pk_required: true
+ +desc_required: true
+ +no_hardcoded_dbs: true
+
+ staging:
+ +materialized: view
+
+ src_seed:
+ +materialized: view
+
+ warehouse:
+ +materialized: table
+
+seeds:
+ dbt_project_evaluator:
+ dbt_project_evaluator_exceptions:
+ +enabled: false
diff --git a/jaffle_shop/macros/sensitive/hash_of_column.sql b/jaffle_shop/macros/sensitive/hash_of_column.sql
index af53dc504..d282fb9e3 100644
--- a/jaffle_shop/macros/sensitive/hash_of_column.sql
+++ b/jaffle_shop/macros/sensitive/hash_of_column.sql
@@ -3,7 +3,7 @@
SHA2(
TRIM(
LOWER(
- CAST({{ column|lower }} AS {{ dbt_utils.type_string() }})
+ CAST({{ column|lower }} AS {{ dbt.type_string() }})
|| '{{ jaffle_shop.get_salt(column|lower) }}'
)
),
diff --git a/jaffle_shop/models/staging/src_seed/stg_customers.sql b/jaffle_shop/models/staging/src_seed/stg_customers.sql
index b3c9ede1c..4538cbb8e 100644
--- a/jaffle_shop/models/staging/src_seed/stg_customers.sql
+++ b/jaffle_shop/models/staging/src_seed/stg_customers.sql
@@ -1,4 +1,3 @@
SELECT
- -- {{ hash_sensitive_columns('stg_customers_pii') }}
- *
+ {{ hash_sensitive_columns('stg_customers_pii') }}
FROM {{ ref('stg_customers_pii') }}
diff --git a/jaffle_shop/models/warehouse/wh_finance.sql b/jaffle_shop/models/warehouse/wh_finance.sql
deleted file mode 100644
index e69de29bb..000000000
diff --git a/jaffle_shop/models/warehouse/wh_orders.sql b/jaffle_shop/models/warehouse/wh_orders.sql
index 4a43a58ad..5bfe656d4 100644
--- a/jaffle_shop/models/warehouse/wh_orders.sql
+++ b/jaffle_shop/models/warehouse/wh_orders.sql
@@ -16,8 +16,8 @@ WITH orders_ AS (
{% for payment_method in payment_methods -%}
, SUM(
CASE
- WHEN when payment_method = '{{ payment_method }}'
- THEN amount
+ WHEN payment_method = '{{ payment_method }}'
+ THEN amount_aud
ELSE 0
END
) AS {{ payment_method }}_amount_aud
@@ -34,7 +34,7 @@ WITH orders_ AS (
, orders_.order_date
, orders_.status
{% for payment_method in payment_methods -%}
- , order_payments_.{{ payment_method }}_amount_aud,
+ , order_payments_.{{ payment_method }}_amount_aud
{% endfor -%}
, order_payments_.total_amount_aud
FROM orders_
diff --git a/jaffle_shop/models/warehouse/wh_sales.sql b/jaffle_shop/models/warehouse/wh_sales.sql
deleted file mode 100644
index e69de29bb..000000000
diff --git a/jaffle_shop/package-lock.yml b/jaffle_shop/package-lock.yml
new file mode 100644
index 000000000..01c2e19ec
--- /dev/null
+++ b/jaffle_shop/package-lock.yml
@@ -0,0 +1,10 @@
+packages:
+- package: dbt-labs/dbt_utils
+ version: 1.3.0
+- package: dbt-labs/spark_utils
+ version: 0.3.0
+- package: dbt-labs/codegen
+ version: 0.12.1
+- package: dbt-labs/dbt_project_evaluator
+ version: 0.14.3
+sha1_hash: 59adf0a667e307048209cbea5ef70e871d6ec49a
diff --git a/packages.yml b/jaffle_shop/packages.yml
similarity index 62%
rename from packages.yml
rename to jaffle_shop/packages.yml
index 81ec273e5..60d125387 100644
--- a/packages.yml
+++ b/jaffle_shop/packages.yml
@@ -1,9 +1,9 @@
packages:
- package: dbt-labs/dbt_utils
- version: 0.8.6
+ version: '>=0.8.6'
- package: dbt-labs/spark_utils
- version: 0.3.0
+ version: '>=0.3.0'
- package: dbt-labs/codegen
- version: 0.7.0
+ version: '>=0.7.0'
- package: dbt-labs/dbt_project_evaluator
- version: 0.1.3
\ No newline at end of file
+ version: '>=0.1.3'
\ No newline at end of file
diff --git a/selectors.yml b/jaffle_shop/selectors.yml
similarity index 100%
rename from selectors.yml
rename to jaffle_shop/selectors.yml
diff --git a/testing/__init__.py b/jaffle_shop/testing/__init__.py
similarity index 100%
rename from testing/__init__.py
rename to jaffle_shop/testing/__init__.py
diff --git a/testing/profiles.yml b/jaffle_shop/testing/profiles.yml
similarity index 100%
rename from testing/profiles.yml
rename to jaffle_shop/testing/profiles.yml
diff --git a/testing/structure.py b/jaffle_shop/testing/structure.py
similarity index 100%
rename from testing/structure.py
rename to jaffle_shop/testing/structure.py
diff --git a/testing/test_structure.py b/jaffle_shop/testing/test_structure.py
similarity index 100%
rename from testing/test_structure.py
rename to jaffle_shop/testing/test_structure.py
diff --git a/package_projects/dbt_project_evaluator.yml b/package_projects/dbt_project_evaluator.yml
deleted file mode 100644
index 12e86f3e4..000000000
--- a/package_projects/dbt_project_evaluator.yml
+++ /dev/null
@@ -1,87 +0,0 @@
-name: 'dbt_project_evaluator'
-version: '1.0.0'
-config-version: 2
-
-require-dbt-version: [">=1.1.0", "<2.0.0"]
-
-model-paths: ["models"]
-analysis-paths: ["analysis"]
-test-paths: ["tests"]
-seed-paths: ["seeds"]
-macro-paths: ["macros"]
-snapshot-paths: ["snapshots"]
-
-target-path: "target" # directory which will store compiled SQL files
-clean-targets: # directories to be removed by `dbt clean`
- - "target"
- - "dbt_packages"
-
-dispatch:
- - macro_namespace: dbt_utils
- search_order: ['dbt_project_evaluator', 'spark_utils', 'dbt_utils']
-
-models:
- dbt_project_evaluator:
- marts:
- core:
- int_all_graph_resources:
- +materialized: table
- int_direct_relationships:
- # required for BigQuery and Redshift for performance/memory reasons
- +materialized: "{{ 'table' if target.type in ['bigquery', 'redshift', 'databricks'] else 'view' }}"
- int_all_dag_relationships:
- # required for BigQuery, Redshift, and Databricks for performance/memory reasons
- +materialized: "{{ 'table' if target.type in ['bigquery', 'redshift', 'databricks'] else 'view' }}"
- dag:
- +materialized: table
- staging:
- graph:
- stg_nodes:
- +materialized: table
- stg_node_relationships:
- +materialized: table
- variables:
- stg_naming_convention_folders:
- # required for Redshift because listagg runs only on tables
- +materialized: "{{ 'table' if target.type == 'redshift' else 'view' }}"
- stg_naming_convention_prefixes:
- # required for Redshift because listagg runs only on tables
- +materialized: "{{ 'table' if target.type == 'redshift' else 'view' }}"
-
-
-vars:
-
- # -- Tests and docs coverage variables --
- documentation_coverage_target: 100
- test_coverage_target: 100
-
- # -- DAG variables --
- models_fanout_threshold: 3
-
- # -- Naming conventions variables --
- # to add a new "layer", update the variable list_layers
- # and create new variables with the names <layer>_folder_name and/or <layer>_prefixes
- model_types: ['staging', 'intermediate', 'warehouse', 'final', 'tests']
-
- staging_folder_name: 'staging'
- intermediate_folder_name: 'intermediate'
- warehouse_folder_name: 'warehouse'
- final_folder_name: 'final'
- tests_folder_name: 'tests'
-
- staging_prefixes: ['stg_']
- intermediate_prefixes: ['inter_']
- warehouse_prefixes: ['wh_']
- final_prefixes: ['fnl_']
- tests_prefixes: ['test_']
-
- # -- Performance variables --
- chained_views_threshold: 5
-
- # -- Warehouse specific variables --
- max_depth_dag: 9
-
-seeds:
- dbt_project_evaluator:
- dbt_project_evaluator_exceptions:
- +enabled: false
\ No newline at end of file
From 5976dddcdc75fa89dc9ef80dd576e833fbd13937 Mon Sep 17 00:00:00 2001
From: Nathan Lugg <nrlugg@gmail.com>
Date: Tue, 12 Nov 2024 10:46:18 +0900
Subject: [PATCH 12/25] add naming convention rules
---
jaffle_shop/dbt_project.yml | 20 ++++++++++++++++----
1 file changed, 16 insertions(+), 4 deletions(-)
diff --git a/jaffle_shop/dbt_project.yml b/jaffle_shop/dbt_project.yml
index 52f2d4fda..3fb17bf6e 100644
--- a/jaffle_shop/dbt_project.yml
+++ b/jaffle_shop/dbt_project.yml
@@ -19,10 +19,10 @@ clean-targets:
require-dbt-version: [">=1.0.0", "<2.0.0"]
dispatch:
- # - macro_namespace: dbt_utils
- # search_order: ['dbt_project_evaluator', 'spark_utils', 'dbt_utils']
- - macro_namespace: dbt
- search_order: ['dbt_project_evaluator', 'dbt']
+ - macro_namespace: dbt_utils
+ search_order: ['dbt_project_evaluator', 'spark_utils', 'dbt_utils']
+ # - macro_namespace: dbt
+ # search_order: ['dbt_project_evaluator', 'dbt']
models:
+file_format: delta
@@ -45,3 +45,15 @@ seeds:
dbt_project_evaluator:
dbt_project_evaluator_exceptions:
+enabled: false
+
+vars:
+ dbt_project_evaluator:
+ model_types: ['staging', 'intermediate', 'warehouse', 'final', 'metrics']
+ staging_folder_name: 'staging'
+ staging_prefixes: ['stg_']
+ intermediate_folder_name: 'intermediate'
+ intermediate_prefixes: ['int_', 'inter_']
+ warehouse_folder_name: 'warehouse'
+ warehouse_prefixes: ['wh_']
+ final_folder_name: 'final'
+ final_prefixes: ['fnl_']
From 68f15be58867c21a5fa3cdfd16351b0bfd1aeda8 Mon Sep 17 00:00:00 2001
From: Nathan Lugg <nrlugg@gmail.com>
Date: Tue, 12 Nov 2024 10:46:33 +0900
Subject: [PATCH 13/25] add model documentation
---
jaffle_shop/models/staging/src_seed/_models.yml | 10 ++++++++++
1 file changed, 10 insertions(+)
diff --git a/jaffle_shop/models/staging/src_seed/_models.yml b/jaffle_shop/models/staging/src_seed/_models.yml
index 2645c83a9..55045221e 100644
--- a/jaffle_shop/models/staging/src_seed/_models.yml
+++ b/jaffle_shop/models/staging/src_seed/_models.yml
@@ -37,6 +37,11 @@ models:
- name: last_name_hash
- name: stg_orders
+ description: |
+ A row per order, where an order consists of:
+ - customer_id
+ - order_date
+ - status
columns:
- name: order_id
description: Primary key
@@ -54,6 +59,11 @@ models:
values: ['placed', 'shipped', 'completed', 'return_pending', 'returned']
- name: stg_payments
+ description: |
+ A row per payment, where a payment consists of:
+ - order_id
+ - payment_menthod
+ - amount_aud
columns:
- name: payment_id
description: Primary key
From 9a3b8a5181bc228e99027c12888644bf45d6e4f2 Mon Sep 17 00:00:00 2001
From: Nathan Lugg <nrlugg@gmail.com>
Date: Tue, 12 Nov 2024 10:58:25 +0900
Subject: [PATCH 14/25] move testing back to base dir
---
Makefile | 4 ++--
{jaffle_shop/testing => testing}/__init__.py | 0
{jaffle_shop/testing => testing}/profiles.yml | 0
{jaffle_shop/testing => testing}/structure.py | 0
{jaffle_shop/testing => testing}/test_structure.py | 0
5 files changed, 2 insertions(+), 2 deletions(-)
rename {jaffle_shop/testing => testing}/__init__.py (100%)
rename {jaffle_shop/testing => testing}/profiles.yml (100%)
rename {jaffle_shop/testing => testing}/structure.py (100%)
rename {jaffle_shop/testing => testing}/test_structure.py (100%)
diff --git a/Makefile b/Makefile
index a5eed96f4..47ead95a7 100644
--- a/Makefile
+++ b/Makefile
@@ -29,7 +29,7 @@ format: build-env
pipenv run sqlfluff fix
run-python-tests:
- pipenv run pytest jaffle_shop/testing --quiet --show-capture=no --tb=no
+ pipenv run pytest testing --quiet --show-capture=no --tb=no
run-python-tests-detailed:
- pipenv run pytest jaffle_shop/testing
\ No newline at end of file
+ pipenv run pytest testing
\ No newline at end of file
diff --git a/jaffle_shop/testing/__init__.py b/testing/__init__.py
similarity index 100%
rename from jaffle_shop/testing/__init__.py
rename to testing/__init__.py
diff --git a/jaffle_shop/testing/profiles.yml b/testing/profiles.yml
similarity index 100%
rename from jaffle_shop/testing/profiles.yml
rename to testing/profiles.yml
diff --git a/jaffle_shop/testing/structure.py b/testing/structure.py
similarity index 100%
rename from jaffle_shop/testing/structure.py
rename to testing/structure.py
diff --git a/jaffle_shop/testing/test_structure.py b/testing/test_structure.py
similarity index 100%
rename from jaffle_shop/testing/test_structure.py
rename to testing/test_structure.py
From 36dc97ad681302d8959e5ba3921274d2525c9a72 Mon Sep 17 00:00:00 2001
From: Nathan Lugg <nrlugg@gmail.com>
Date: Tue, 12 Nov 2024 11:03:55 +0900
Subject: [PATCH 15/25] update DBT_PROFILES_DIR
---
.circleci/config.yml | 2 +-
1 file changed, 1 insertion(+), 1 deletion(-)
diff --git a/.circleci/config.yml b/.circleci/config.yml
index 5fa30a144..4eb9db081 100644
--- a/.circleci/config.yml
+++ b/.circleci/config.yml
@@ -64,7 +64,7 @@ jobs:
executor: standard
environment:
SALT: himalayan
- DBT_PROFILES_DIR: ~/lib/testing/
+ DBT_PROFILES_DIR: testing
TESTING_PROFILE_NAME: jaffle_shop
steps:
- checkout
From 012fc2125ad3cbe9183e54b22d1f246d8fff39f2 Mon Sep 17 00:00:00 2001
From: Nathan Lugg <nrlugg@gmail.com>
Date: Tue, 12 Nov 2024 11:14:56 +0900
Subject: [PATCH 16/25] use duckdb adaptor (so tests can run in CI)
---
Pipfile | 3 +-
Pipfile.lock | 448 ++++++-------------------------------------
testing/profiles.yml | 7 +-
3 files changed, 67 insertions(+), 391 deletions(-)
diff --git a/Pipfile b/Pipfile
index 3624922aa..f5e1e12d9 100644
--- a/Pipfile
+++ b/Pipfile
@@ -4,8 +4,9 @@ verify_ssl = true
name = "pypi"
[packages]
+duckdb = "*"
dbt-core = "==1.7.17"
-dbt-databricks = {extras = ["odbc"]}
+dbt-duckdb = "*"
pytest-mock = "*"
glob2 = "*"
diff --git a/Pipfile.lock b/Pipfile.lock
index ded30cb13..6053bb601 100644
--- a/Pipfile.lock
+++ b/Pipfile.lock
@@ -1,7 +1,7 @@
{
"_meta": {
"hash": {
- "sha256": "f6f9913542164e4b070e08a1c794f31733cd627f8a29a4b2e0e0a24d473868d1"
+ "sha256": "eaabf0a27708063860caa61b6960b07532666fd0cc67e3285b1b8acf497e056e"
},
"pipfile-spec": 6,
"requires": {
@@ -23,14 +23,6 @@
],
"version": "==1.7.1"
},
- "alembic": {
- "hashes": [
- "sha256:99bd884ca390466db5e27ffccff1d179ec5c05c965cfefc0607e69f9e411cb25",
- "sha256:b00892b53b3642d0b8dbedba234dbf1924b69be83a9a769d5a624b01094e304b"
- ],
- "markers": "python_version >= '3.8'",
- "version": "==1.14.0"
- },
"annotated-types": {
"hashes": [
"sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53",
@@ -55,22 +47,6 @@
"markers": "python_version >= '3.8'",
"version": "==2.16.0"
},
- "backports.tarfile": {
- "hashes": [
- "sha256:77e284d754527b01fb1e6fa8a1afe577858ebe4e9dad8919e34c862cb399bc34",
- "sha256:d75e02c268746e1b8144c278978b6e98e85de6ad16f8e4b0844a154557eca991"
- ],
- "markers": "python_version < '3.12'",
- "version": "==1.2.0"
- },
- "cachetools": {
- "hashes": [
- "sha256:02134e8439cdc2ffb62023ce1debca2944c3f289d66bb17ead3ab3dede74b292",
- "sha256:2cc24fb4cbe39633fb7badd9db9ca6295d766d9c2995f245725a46715d050f2a"
- ],
- "markers": "python_version >= '3.7'",
- "version": "==5.5.0"
- },
"certifi": {
"hashes": [
"sha256:922820b53db7a7257ffbda3f597266d435245903d80737e34f8a45ff3e3230d8",
@@ -279,22 +255,6 @@
"markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4, 3.5, 3.6'",
"version": "==0.4.6"
},
- "databricks-sdk": {
- "hashes": [
- "sha256:0a1baa6783aba9b034b9a017da8d0cf839ec61ae8318792b78bfb3db0374dd9c",
- "sha256:ad90e01c7b1a9d60a3de6a35606c79ac982e8972d3ad3ff89c251c24439c8bb9"
- ],
- "markers": "python_version >= '3.7'",
- "version": "==0.17.0"
- },
- "databricks-sql-connector": {
- "hashes": [
- "sha256:d830abf86e71d2eb83c6a7b7264d6c03926a8a83cec58541ddd6b83d693bde8f",
- "sha256:e55f5b8ede8ae6c6f31416a4cf6352f0ac019bf6875896c668c7574ceaf6e813"
- ],
- "markers": "python_full_version >= '3.7.1' and python_full_version < '4.0.0'",
- "version": "==2.9.6"
- },
"dbt-core": {
"hashes": [
"sha256:91cd0ceca29d77377988bca94db02c9d6f3debdd604edbde702008380b87fc4e",
@@ -304,16 +264,14 @@
"markers": "python_version >= '3.8'",
"version": "==1.7.17"
},
- "dbt-databricks": {
- "extras": [
- "odbc"
- ],
+ "dbt-duckdb": {
"hashes": [
- "sha256:b52decb556a94f567bfa07a45067074c25582220f29e39b3ed687aeb6de0dd7d",
- "sha256:e051c3b568f1838458dac61fa7caa99694a00a0d9f46ec632b1f7f523fba9b7c"
+ "sha256:7ff2fc21a656f61c30b30ff44865f02de6818d950fe99a475245546d63d22b98",
+ "sha256:a2eeb10e83058ff55738228da953538c5f2eddff3be3c8defcee1f300611f9d3"
],
+ "index": "pypi",
"markers": "python_version >= '3.8'",
- "version": "==1.7.17"
+ "version": "==1.7.5"
},
"dbt-extractor": {
"hashes": [
@@ -345,21 +303,64 @@
"markers": "python_version >= '3.8'",
"version": "==0.4.4"
},
- "dbt-spark": {
- "hashes": [
- "sha256:99b5002edcdb82058a3b0ad33eb18b91a4bdde887d94855e8bd6f633d78837dc",
- "sha256:a10e5d1bfdb2ca98e7ae2badd06150e2695d9d4fa18ae2354ed5bd093d77f947"
- ],
- "markers": "python_version >= '3.8'",
- "version": "==1.7.1"
- },
- "et-xmlfile": {
- "hashes": [
- "sha256:7a91720bc756843502c3b7504c77b8fe44217c85c537d85037f0f536151b2caa",
- "sha256:dab3f4764309081ce75662649be815c4c9081e88f0837825f90fd28317d4da54"
+ "duckdb": {
+ "hashes": [
+ "sha256:00cca22df96aa3473fe4584f84888e2cf1c516e8c2dd837210daec44eadba586",
+ "sha256:08935700e49c187fe0e9b2b86b5aad8a2ccd661069053e38bfaed3b9ff795efd",
+ "sha256:0897f83c09356206ce462f62157ce064961a5348e31ccb2a557a7531d814e70e",
+ "sha256:09c68522c30fc38fc972b8a75e9201616b96ae6da3444585f14cf0d116008c95",
+ "sha256:0a55169d2d2e2e88077d91d4875104b58de45eff6a17a59c7dc41562c73df4be",
+ "sha256:0ba6baa0af33ded836b388b09433a69b8bec00263247f6bf0a05c65c897108d3",
+ "sha256:183ac743f21c6a4d6adfd02b69013d5fd78e5e2cd2b4db023bc8a95457d4bc5d",
+ "sha256:1aa3abec8e8995a03ff1a904b0e66282d19919f562dd0a1de02f23169eeec461",
+ "sha256:1c0226dc43e2ee4cc3a5a4672fddb2d76fd2cf2694443f395c02dd1bea0b7fce",
+ "sha256:1d9ab6143e73bcf17d62566e368c23f28aa544feddfd2d8eb50ef21034286f24",
+ "sha256:2141c6b28162199999075d6031b5d63efeb97c1e68fb3d797279d31c65676269",
+ "sha256:252d9b17d354beb9057098d4e5d5698e091a4f4a0d38157daeea5fc0ec161670",
+ "sha256:25fb02629418c0d4d94a2bc1776edaa33f6f6ccaa00bd84eb96ecb97ae4b50e9",
+ "sha256:2f073d15d11a328f2e6d5964a704517e818e930800b7f3fa83adea47f23720d3",
+ "sha256:35c420f58abc79a68a286a20fd6265636175fadeca1ce964fc8ef159f3acc289",
+ "sha256:4ebf5f60ddbd65c13e77cddb85fe4af671d31b851f125a4d002a313696af43f1",
+ "sha256:4f0e2e5a6f5a53b79aee20856c027046fba1d73ada6178ed8467f53c3877d5e0",
+ "sha256:51c6d79e05b4a0933672b1cacd6338f882158f45ef9903aef350c4427d9fc898",
+ "sha256:51e7dbd968b393343b226ab3f3a7b5a68dee6d3fe59be9d802383bf916775cb8",
+ "sha256:5ace6e4b1873afdd38bd6cc8fcf90310fb2d454f29c39a61d0c0cf1a24ad6c8d",
+ "sha256:5d57776539211e79b11e94f2f6d63de77885f23f14982e0fac066f2885fcf3ff",
+ "sha256:6411e21a2128d478efbd023f2bdff12464d146f92bc3e9c49247240448ace5a6",
+ "sha256:647f17bd126170d96a38a9a6f25fca47ebb0261e5e44881e3782989033c94686",
+ "sha256:68c3a46ab08836fe041d15dcbf838f74a990d551db47cb24ab1c4576fc19351c",
+ "sha256:77f26884c7b807c7edd07f95cf0b00e6d47f0de4a534ac1706a58f8bc70d0d31",
+ "sha256:7c71169fa804c0b65e49afe423ddc2dc83e198640e3b041028da8110f7cd16f7",
+ "sha256:80158f4c7c7ada46245837d5b6869a336bbaa28436fbb0537663fa324a2750cd",
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+ "sha256:8ee97ec337794c162c0638dda3b4a30a483d0587deda22d45e1909036ff0b739",
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+ "sha256:9c619e4849837c8c83666f2cd5c6c031300cd2601e9564b47aa5de458ff6e69d",
+ "sha256:9d0767ada9f06faa5afcf63eb7ba1befaccfbcfdac5ff86f0168c673dd1f47aa",
+ "sha256:9e3f5cd604e7c39527e6060f430769b72234345baaa0987f9500988b2814f5e4",
+ "sha256:a1f83c7217c188b7ab42e6a0963f42070d9aed114f6200e3c923c8899c090f16",
+ "sha256:a1fa0c502f257fa9caca60b8b1478ec0f3295f34bb2efdc10776fc731b8a6c5f",
+ "sha256:a30dd599b8090ea6eafdfb5a9f1b872d78bac318b6914ada2d35c7974d643640",
+ "sha256:a433ae9e72c5f397c44abdaa3c781d94f94f4065bcbf99ecd39433058c64cb38",
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+ "sha256:b74e121ab65dbec5290f33ca92301e3a4e81797966c8d9feef6efdf05fc6dafd",
+ "sha256:c443d3d502335e69fc1e35295fcfd1108f72cb984af54c536adfd7875e79cee5",
+ "sha256:c5336939d83837af52731e02b6a78a446794078590aa71fd400eb17f083dda3e",
+ "sha256:cddc6c1a3b91dcc5f32493231b3ba98f51e6d3a44fe02839556db2b928087378",
+ "sha256:d08308e0a46c748d9c30f1d67ee1143e9c5ea3fbcccc27a47e115b19e7e78aa9",
+ "sha256:d5724fd8a49e24d730be34846b814b98ba7c304ca904fbdc98b47fa95c0b0cee",
+ "sha256:e4ef7ba97a65bd39d66f2a7080e6fb60e7c3e41d4c1e19245f90f53b98e3ac32",
+ "sha256:e59087dbbb63705f2483544e01cccf07d5b35afa58be8931b224f3221361d537",
+ "sha256:e86006958e84c5c02f08f9b96f4bc26990514eab329b1b4f71049b3727ce5989",
+ "sha256:ecb1dc9062c1cc4d2d88a5e5cd8cc72af7818ab5a3c0f796ef0ffd60cfd3efb4",
+ "sha256:eeacb598120040e9591f5a4edecad7080853aa8ac27e62d280f151f8c862afa3",
+ "sha256:f549af9f7416573ee48db1cf8c9d27aeed245cb015f4b4f975289418c6cf7320",
+ "sha256:f58db1b65593ff796c8ea6e63e2e144c944dd3d51c8d8e40dffa7f41693d35d3",
+ "sha256:f9b47036945e1db32d70e414a10b1593aec641bd4c5e2056873d971cc21e978b"
],
- "markers": "python_version >= '3.8'",
- "version": "==2.0.0"
+ "index": "pypi",
+ "markers": "python_full_version >= '3.7.0'",
+ "version": "==1.1.3"
},
"exceptiongroup": {
"hashes": [
@@ -376,14 +377,6 @@
"index": "pypi",
"version": "==0.7"
},
- "google-auth": {
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- "sha256:51a15d47028b66fd36e5c64a82d2d57480075bccc7da37cde257fc94177a61fb",
- "sha256:545e9618f2df0bcbb7dcbc45a546485b1212624716975a1ea5ae8149ce769ab1"
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- "markers": "python_version >= '3.7'",
- "version": "==2.36.0"
- },
"idna": {
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"sha256:12f65c9b470abda6dc35cf8e63cc574b1c52b11df2c86030af0ac09b01b13ea9",
@@ -415,30 +408,6 @@
],
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},
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- },
"jinja2": {
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"sha256:4a3aee7acbbe7303aede8e9648d13b8bf88a429282aa6122a993f0ac800cb369",
@@ -463,14 +432,6 @@
"markers": "python_version >= '3.9'",
"version": "==2024.10.1"
},
- "keyring": {
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- "sha256:e67f8ac32b04be4714b42fe84ce7dad9c40985b9ca827c592cc303e7c26d9741"
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- "markers": "python_version >= '3.8'",
- "version": "==25.5.0"
- },
"leather": {
"hashes": [
"sha256:18290bc93749ae39039af5e31e871fcfad74d26c4c3ea28ea4f681f4571b3a2b",
@@ -492,56 +453,6 @@
],
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@@ -711,64 +622,6 @@
"markers": "python_version >= '3.10'",
"version": "==3.4.2"
},
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- "version": "==1.26.4"
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"packaging": {
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@@ -777,37 +630,6 @@
"markers": "python_version >= '3.8'",
"version": "==24.2"
},
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@@ -848,70 +670,6 @@
"markers": "python_version >= '3.8'",
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},
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- "sha256:2333f93260674e185cfbf208d2da3007132572e56871f451ba1a556b45dae6e2",
- "sha256:28f9c39a56d2c78bf6b87dcc699d520ab850919d4a8c7418cd20eda49874a2ea",
- "sha256:2c664ab88b9766413197733c1720d3dcd4190e8fa3bbdc3710384630a0a7207b",
- "sha256:2c992716cffb1088414f2b478f7af0175fd0a76fea80841b1706baa8fb0ebaad",
- "sha256:2e549a748fa8b8715e734919923f69318c953e077e9c02140ada13e59d043310",
- "sha256:320ae9bd45ad7ecc12ec858b3e8e462578de060832b98fc4d671dee9f10d9954",
- "sha256:336addb8b6f5208be1b2398442c703a710b6b937b1a046065ee4db65e782ff5a",
- "sha256:3ac24b2be732e78a5a3ac0b3aa870d73766dd00beba6e015ea2ea7394f8b4e55",
- "sha256:45476490dd4adec5472c92b4d253e245258745d0ccaabe706f8d03288ed60a79",
- "sha256:4c381857754da44326f3a49b8b199f7f87a51c2faacd5114352fc78de30d3aba",
- "sha256:4d5ca5d707e158540312e09fd907f9f49bacbe779ab5236d9699ced14d2293b8",
- "sha256:58a62549a3e0bc9e03df32f350e10e1efb94ec6cf63e3920c3385b26663948ce",
- "sha256:5f0510608ccd6e7f02ca8596962afb8c6cc84c453e7be0da4d85f5f4f7b0328a",
- "sha256:603cd8ad4976568954598ef0a6d4ed3dfb78aff3d57fa8d6271f470f0ce7d34f",
- "sha256:606e9a3dcb0f52307c5040698ea962685fb1c852d72379ee9412be7de9c5f9e2",
- "sha256:616ea2826c03c16e87f517c46296621a7c51e30400f6d0a61be645f203aa2b93",
- "sha256:66dcc216ebae2eb4c37b223feaf82f15b69d502821dde2da138ec5a3716e7463",
- "sha256:6dd1b52d0d58dd8f685ced9971eb49f697d753aa7912f0a8f50833c7a7426319",
- "sha256:871b292d4b696b09120ed5bde894f79ee2a5f109cb84470546471df264cae136",
- "sha256:8c70c1965cde991b711a98448ccda3486f2a336457cf4ec4dca257a926e149c9",
- "sha256:8f40ec677e942374e3d7f2fad6a67a4c2811a8b975e8703c6fd26d3b168a90e2",
- "sha256:907ee0aa8ca576f5e0cdc20b5aeb2ad4d3953a3b4769fc4b499e00ef0266f02f",
- "sha256:a1824f5b029ddd289919f354bc285992cb4e32da518758c136271cf66046ef22",
- "sha256:a6aa027b1a9d2970cf328ccd6dbe4a996bc13c39fd427f502782f5bdb9ca20f5",
- "sha256:a71ab0589a63a3e987beb2bc172e05f000a5c5be2636b4b263c44034e215b5d7",
- "sha256:b30a927c6dff89ee702686596f27c25160dd6c99be5bcc1513a763ae5b1bfc03",
- "sha256:b46591222c864e7da7faa3b19455196416cd8355ff6c2cc2e65726a760a3c420",
- "sha256:b5bd7fd32e3ace012d43925ea4fc8bd1b02cc6cc1e9813b518302950e89b5a22",
- "sha256:bc1daf7c425f58527900876354390ee41b0ae962a73ad0959b9d829def583bb1",
- "sha256:bc97316840a349485fbb137eb8d0f4d7057e1b2c1272b1a20eebbbe1848f5122",
- "sha256:be08af84808dff63a76860847c48ec0416928a7b3a17c2f49a072cac7c45efbd",
- "sha256:d5795e37c0a33baa618c5e054cd61f586cf76850a251e2b21355e4085def6280",
- "sha256:d6331f280c6e4521c69b201a42dd978f60f7e129511a55da9e0bfe426b4ebb8d",
- "sha256:dc892be34dbd058e8d189b47db1e33a227d965ea8805a235c8a7286f7fd17d3a",
- "sha256:e7ab04f272f98ebffd2a0661e4e126036f6936391ba2889ed2d44c5006237802",
- "sha256:eb7e3abcda7e1e6b83c2dc2909c8d045881017270a119cc6ee7fdcfe71d02df8",
- "sha256:f1a198a50c409ab2d009fbf20956ace84567d67f2c5701511d4dd561fae6f32e",
- "sha256:fe92efcdbfa0bcf2fa602e466d7f2905500f33f09eb90bf0bcf2e6ca41b574c8"
- ],
- "markers": "python_version >= '3.7' and python_version < '3.11'",
- "version": "==18.0.0"
- },
- "pyasn1": {
- "hashes": [
- "sha256:0d632f46f2ba09143da3a8afe9e33fb6f92fa2320ab7e886e2d0f7672af84629",
- "sha256:6f580d2bdd84365380830acf45550f2511469f673cb4a5ae3857a3170128b034"
- ],
- "markers": "python_version >= '3.8'",
- "version": "==0.6.1"
- },
- "pyasn1-modules": {
- "hashes": [
- "sha256:49bfa96b45a292b711e986f222502c1c9a5e1f4e568fc30e2574a6c7d07838fd",
- "sha256:c28e2dbf9c06ad61c71a075c7e0f9fd0f1b0bb2d2ad4377f240d33ac2ab60a7c"
- ],
- "markers": "python_version >= '3.8'",
- "version": "==0.4.1"
- },
"pycparser": {
"hashes": [
"sha256:491c8be9c040f5390f5bf44a5b07752bd07f56edf992381b05c701439eec10f6",
@@ -1241,14 +999,6 @@
"markers": "python_version >= '3.9'",
"version": "==0.21.0"
},
- "rsa": {
- "hashes": [
- "sha256:90260d9058e514786967344d0ef75fa8727eed8a7d2e43ce9f4bcf1b536174f7",
- "sha256:e38464a49c6c85d7f1351b0126661487a7e0a14a50f1675ec50eb34d4f20ef21"
- ],
- "markers": "python_version >= '3.6' and python_version < '4'",
- "version": "==4.9"
- },
"six": {
"hashes": [
"sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926",
@@ -1257,64 +1007,6 @@
"markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2'",
"version": "==1.16.0"
},
- "sqlalchemy": {
- "hashes": [
- "sha256:02d2ecb9508f16ab9c5af466dfe5a88e26adf2e1a8d1c56eb616396ccae2c186",
- "sha256:0b76bbb1cbae618d10679be8966f6d66c94f301cfc15cb49e2f2382563fb6efb",
- "sha256:0de620f978ca273ce027769dc8db7e6ee72631796187adc8471b3c76091b809e",
- "sha256:1183599e25fa38a1a322294b949da02b4f0da13dbc2688ef9dbe746df573f8a6",
- "sha256:12bc0141b245918b80d9d17eca94663dbd3f5266ac77a0be60750f36102bbb0f",
- "sha256:1390ca2d301a2708fd4425c6d75528d22f26b8f5cbc9faba1ddca136671432bc",
- "sha256:13e91d6892b5fcb94a36ba061fb7a1f03d0185ed9d8a77c84ba389e5bb05e936",
- "sha256:14b3f4783275339170984cadda66e3ec011cce87b405968dc8d51cf0f9997b0d",
- "sha256:1576fba3616f79496e2f067262200dbf4aab1bb727cd7e4e006076686413c80c",
- "sha256:1990d5a6a5dc358a0894c8ca02043fb9a5ad9538422001fb2826e91c50f1d539",
- "sha256:1d83cd1cc03c22d922ec94d0d5f7b7c96b1332f5e122e81b1a61fb22da77879a",
- "sha256:1e8c1b9ecaf9f2590337d5622189aeb2f0dbc54ba0232fa0856cf390957584a9",
- "sha256:26e78444bc77d089e62874dc74df05a5c71f01ac598010a327881a48408d0064",
- "sha256:2b37931eac4b837c45e2522066bda221ac6d80e78922fb77c75eb12e4dbcdee5",
- "sha256:3112de9e11ff1957148c6de1df2bc5cc1440ee36783412e5eedc6f53638a577d",
- "sha256:394b0135900b62dbf63e4809cdc8ac923182af2816d06ea61cd6763943c2cc05",
- "sha256:3f01c2629a7d6b30d8afe0326b8c649b74825a0e1ebdcb01e8ffd1c920deb07d",
- "sha256:41cffc63c7c83dfc30c4cab5b4308ba74440a9633c4509c51a0c52431fb0f8ab",
- "sha256:4470fbed088c35dc20b78a39aaf4ae54fe81790c783b3264872a0224f437c31a",
- "sha256:5ed3576675c187e3baa80b02c4c9d0edfab78eff4e89dd9da736b921333a2432",
- "sha256:6b24364150738ce488333b3fb48bfa14c189a66de41cd632796fbcacb26b4585",
- "sha256:6da60fb24577f989535b8fc8b2ddc4212204aaf02e53c4c7ac94ac364150ed08",
- "sha256:76c2ba7b5a09863d0a8166fbc753af96d561818c572dbaf697c52095938e7be4",
- "sha256:954816850777ac234a4e32b8c88ac1f7847088a6e90cfb8f0e127a1bf3feddff",
- "sha256:9c24dd161c06992ed16c5e528a75878edbaeced5660c3db88c820f1f0d3fe1f4",
- "sha256:a01bc25eb7a5688656c8770f931d5cb4a44c7de1b3cec69b84cc9745d1e4cc10",
- "sha256:a19f816f4702d7b1951d7576026c7124b9bfb64a9543e571774cf517b7a50b29",
- "sha256:a41611835010ed4ea4c7aed1da5b58aac78ee7e70932a91ed2705a7b38e40f52",
- "sha256:a49730afb716f3f675755afec109895cab95bc9875db7ffe2e42c1b1c6279482",
- "sha256:a86b0e4be775902a5496af4fb1b60d8a2a457d78f531458d294360b8637bb014",
- "sha256:a8a72259a1652f192c68377be7011eac3c463e9892ef2948828c7d58e4829988",
- "sha256:af00236fe21c4d4f4c227b6ccc19b44c594160cc3ff28d104cdce85855369277",
- "sha256:b05e0626ec1c391432eabb47a8abd3bf199fb74bfde7cc44a26d2b1b352c2c6e",
- "sha256:b5933c45d11cbd9694b1540aa9076816cc7406964c7b16a380fd84d3a5fe3241",
- "sha256:b5e0d47d619c739bdc636bbe007da4519fc953393304a5943e0b5aec96c9877c",
- "sha256:b67589f7955924865344e6eacfdcf70675e64f36800a576aa5e961f0008cde2a",
- "sha256:c5a2530400a6e7e68fd1552a55515de6a4559122e495f73554a51cedafc11669",
- "sha256:cafe0ba3a96d0845121433cffa2b9232844a2609fce694fcc02f3f31214ece28",
- "sha256:cdb2886c0be2c6c54d0651d5a61c29ef347e8eec81fd83afebbf7b59b80b7393",
- "sha256:d0cf7076c8578b3de4e43a046cc7a1af8466e1c3f5e64167189fe8958a4f9c02",
- "sha256:f1e1b92ee4ee9ffc68624ace218b89ca5ca667607ccee4541a90cc44999b9aea",
- "sha256:f941aaf15f47f316123e1933f9ea91a6efda73a161a6ab6046d1cde37be62c88",
- "sha256:fb59a11689ff3c58e7652260127f9e34f7f45478a2f3ef831ab6db7bcd72108f",
- "sha256:fc9ffd9a38e21fad3e8c5a88926d57f94a32546e937e0be46142b2702003eba7"
- ],
- "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4, 3.5'",
- "version": "==1.4.54"
- },
- "sqlparams": {
- "hashes": [
- "sha256:454beae170183836429013dfdfcca6eb168ec06168f332c8658cccaf6452de15",
- "sha256:a74d4d60f07a0bd06a6f4251db07ece512af512b363f718b72bfbd4883499a29"
- ],
- "markers": "python_version >= '3.8'",
- "version": "==6.1.0"
- },
"sqlparse": {
"hashes": [
"sha256:773dcbf9a5ab44a090f3441e2180efe2560220203dc2f8c0b0fa141e18b505e4",
@@ -1330,12 +1022,6 @@
],
"version": "==1.3"
},
- "thrift": {
- "hashes": [
- "sha256:2b5b6488fcded21f9d312aa23c9ff6a0195d0f6ae26ddbd5ad9e3e25dfc14408"
- ],
- "version": "==0.16.0"
- },
"tomli": {
"hashes": [
"sha256:3f646cae2aec94e17d04973e4249548320197cfabdf130015d023de4b74d8ab8",
@@ -1352,14 +1038,6 @@
"markers": "python_version >= '3.8'",
"version": "==4.12.2"
},
- "tzdata": {
- "hashes": [
- "sha256:7d85cc416e9382e69095b7bdf4afd9e3880418a2413feec7069d533d6b4e31cc",
- "sha256:a48093786cdcde33cad18c2555e8532f34422074448fbc874186f0abd79565cd"
- ],
- "markers": "python_version >= '2'",
- "version": "==2024.2"
- },
"urllib3": {
"hashes": [
"sha256:0ed14ccfbf1c30a9072c7ca157e4319b70d65f623e91e7b32fadb2853431016e",
diff --git a/testing/profiles.yml b/testing/profiles.yml
index 1701dc714..a557ee46e 100644
--- a/testing/profiles.yml
+++ b/testing/profiles.yml
@@ -2,9 +2,6 @@ jaffle_shop:
target: jaffle_shop
outputs:
jaffle_shop:
- type: databricks
- host: "{{ env_var('DATABRICKS_HOST') }}"
- token: "{{ env_var('DATABRICKS_TOKEN') }}"
- schema: "{{ env_var('DATABRICKS_TARGET') }}"
- http_path: "/sql/1.0/endpoints/{{ env_var('DATABRICKS_ENDPOINT') }}"
+ type: duckdb
+ path: dbt.duckdb
threads: 300
From d949b23600de0e190e743a402853c34fe72a1f7d Mon Sep 17 00:00:00 2001
From: Nathan Lugg <nrlugg@gmail.com>
Date: Tue, 12 Nov 2024 11:46:45 +0900
Subject: [PATCH 17/25] add final models
---
jaffle_shop/models/final/_models.yml | 29 +++++++++++++++++++
.../models/final/fnl_finance_returnsamout.sql | 16 ++++++++++
.../models/final/fnl_sales_newcustomers.sql | 13 +++++++++
3 files changed, 58 insertions(+)
create mode 100644 jaffle_shop/models/final/_models.yml
create mode 100644 jaffle_shop/models/final/fnl_finance_returnsamout.sql
create mode 100644 jaffle_shop/models/final/fnl_sales_newcustomers.sql
diff --git a/jaffle_shop/models/final/_models.yml b/jaffle_shop/models/final/_models.yml
new file mode 100644
index 000000000..911bdcf91
--- /dev/null
+++ b/jaffle_shop/models/final/_models.yml
@@ -0,0 +1,29 @@
+version: 2
+
+models:
+ - name: fnl_sales_newcustomers
+ meta:
+ owner: 'nathan.lugg@kraken.tech'
+ description: A row per month with the number of customers that made their first order
+ columns:
+ - name: first_order_month
+ description: Primary key. The month we are counting the number of new customers in
+ tests:
+ - unique
+ - not_null
+ - name: num_new_customers
+ description: |
+ The number of new customers in the repsective month, where a new customer is
+ defined as a customer that made an order for the first time
+ - name: fnl_finance_returnsamout
+ meta:
+ owner: 'nathan.lugg@kraken.tech'
+ description: A row per customer (ID) and the amount (in AUD) of their returned orders
+ columns:
+ - name: customer_id
+ description: Primary key. The customer ID
+ tests:
+ - unique
+ - not_null
+ - name: total_returned_amount_aud
+ description: The total amount (in AUD) that the customer has returned
diff --git a/jaffle_shop/models/final/fnl_finance_returnsamout.sql b/jaffle_shop/models/final/fnl_finance_returnsamout.sql
new file mode 100644
index 000000000..dfb12a1cf
--- /dev/null
+++ b/jaffle_shop/models/final/fnl_finance_returnsamout.sql
@@ -0,0 +1,16 @@
+WITH returned_ AS (
+ SELECT
+ customer_id
+ , SUM(total_amount_aud) AS total_returned_amount_aud
+ FROM {{ ref('wh_orders') }}
+ WHERE status = 'returned'
+ GROUP BY customer_id
+)
+
+
+SELECT
+ customers_.customer_id
+ , COALESCE(returned_.total_returned_amount_aud, 0) AS total_returned_amount_aud
+FROM {{ ref('wh_customers') }} AS customers_
+LEFT JOIN returned_
+ ON customers_.customer_id = returned_.customer_id
diff --git a/jaffle_shop/models/final/fnl_sales_newcustomers.sql b/jaffle_shop/models/final/fnl_sales_newcustomers.sql
new file mode 100644
index 000000000..9fdb3b0be
--- /dev/null
+++ b/jaffle_shop/models/final/fnl_sales_newcustomers.sql
@@ -0,0 +1,13 @@
+WITH customers_ AS (
+ SELECT
+ customer_id
+ , DATE_TRUNC('MONTH', first_order) AS first_order_month
+ FROM {{ ref('wh_customers') }}
+)
+
+
+SELECT
+ first_order_month
+ , COUNT(*) AS num_new_customers
+FROM customers_
+GROUP BY first_order_month
From 71b343eb3457f9dee7ca31d0419a7b0e567e03f7 Mon Sep 17 00:00:00 2001
From: Nathan Lugg <nrlugg@gmail.com>
Date: Tue, 12 Nov 2024 11:50:44 +0900
Subject: [PATCH 18/25] add altair and jupyterlab for plotting
---
Pipfile | 7 +-
Pipfile.lock | 1557 +++++++++++++++++++++++++++++++++++++++++++++++---
2 files changed, 1480 insertions(+), 84 deletions(-)
diff --git a/Pipfile b/Pipfile
index f5e1e12d9..27350f147 100644
--- a/Pipfile
+++ b/Pipfile
@@ -4,13 +4,16 @@ verify_ssl = true
name = "pypi"
[packages]
-duckdb = "*"
dbt-core = "==1.7.17"
dbt-duckdb = "*"
-pytest-mock = "*"
+duckdb = "*"
glob2 = "*"
[dev-packages]
+altair = "*"
+jupyterlab = "*"
+pandas = "*"
+pyarrow = "*"
pytest = "*"
pytest-mock = "*"
diff --git a/Pipfile.lock b/Pipfile.lock
index 6053bb601..8beea8f6e 100644
--- a/Pipfile.lock
+++ b/Pipfile.lock
@@ -1,7 +1,7 @@
{
"_meta": {
"hash": {
- "sha256": "eaabf0a27708063860caa61b6960b07532666fd0cc67e3285b1b8acf497e056e"
+ "sha256": "43969e8630da55f06729904607387083070c6b1ce6955c8b9e327a0cf73c59eb"
},
"pipfile-spec": 6,
"requires": {
@@ -362,14 +362,6 @@
"markers": "python_full_version >= '3.7.0'",
"version": "==1.1.3"
},
- "exceptiongroup": {
- "hashes": [
- "sha256:3111b9d131c238bec2f8f516e123e14ba243563fb135d3fe885990585aa7795b",
- "sha256:47c2edf7c6738fafb49fd34290706d1a1a2f4d1c6df275526b62cbb4aa5393cc"
- ],
- "markers": "python_version < '3.11'",
- "version": "==1.2.2"
- },
"glob2": {
"hashes": [
"sha256:85c3dbd07c8aa26d63d7aacee34fa86e9a91a3873bc30bf62ec46e531f92ab8c"
@@ -393,14 +385,6 @@
"markers": "python_version >= '3.8'",
"version": "==6.11.0"
},
- "iniconfig": {
- "hashes": [
- "sha256:2d91e135bf72d31a410b17c16da610a82cb55f6b0477d1a902134b24a455b8b3",
- "sha256:b6a85871a79d2e3b22d2d1b94ac2824226a63c6b741c88f7ae975f18b6778374"
- ],
- "markers": "python_version >= '3.7'",
- "version": "==2.0.0"
- },
"isodate": {
"hashes": [
"sha256:0751eece944162659049d35f4f549ed815792b38793f07cf73381c1c87cbed96",
@@ -645,14 +629,6 @@
"markers": "python_version >= '3.7'",
"version": "==0.11.2"
},
- "pluggy": {
- "hashes": [
- "sha256:2cffa88e94fdc978c4c574f15f9e59b7f4201d439195c3715ca9e2486f1d0cf1",
- "sha256:44e1ad92c8ca002de6377e165f3e0f1be63266ab4d554740532335b9d75ea669"
- ],
- "markers": "python_version >= '3.8'",
- "version": "==1.5.0"
- },
"protobuf": {
"hashes": [
"sha256:0aebecb809cae990f8129ada5ca273d9d670b76d9bfc9b1809f0a9c02b7dbf41",
@@ -781,23 +757,6 @@
"markers": "python_version >= '3.8'",
"version": "==2.23.4"
},
- "pytest": {
- "hashes": [
- "sha256:70b98107bd648308a7952b06e6ca9a50bc660be218d53c257cc1fc94fda10181",
- "sha256:a6853c7375b2663155079443d2e45de913a911a11d669df02a50814944db57b2"
- ],
- "markers": "python_version >= '3.8'",
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From bf1e60ad11d491cd7a0b9cd694d6f71b57495ae8 Mon Sep 17 00:00:00 2001
From: Nathan Lugg <nrlugg@gmail.com>
Date: Tue, 12 Nov 2024 11:51:24 +0900
Subject: [PATCH 19/25] gitignore: ignore duckdb databases
---
.gitignore | 2 ++
1 file changed, 2 insertions(+)
diff --git a/.gitignore b/.gitignore
index 2d9126631..621679ca9 100644
--- a/.gitignore
+++ b/.gitignore
@@ -9,3 +9,5 @@ logs/
# Python temp files
*.pyc
__pycache__
+
+*.duckdb
From 288a9a6dbb9d87c3917a1469106340d135681ce2 Mon Sep 17 00:00:00 2001
From: Nathan Lugg <nrlugg@gmail.com>
Date: Tue, 12 Nov 2024 12:19:45 +0900
Subject: [PATCH 20/25] run the actual models
---
Makefile | 5 ++++-
1 file changed, 4 insertions(+), 1 deletion(-)
diff --git a/Makefile b/Makefile
index 47ead95a7..78f0e65f4 100644
--- a/Makefile
+++ b/Makefile
@@ -20,7 +20,10 @@ dbt-build: build-env
pipenv run dbt build --selector jaffle_shop --project-dir jaffle_shop
run-dbt-project-evaluator: dbt-deps build-env
- pipenv run dbt --warn-error build --select package:dbt_project_evaluator dbt_project_evaluator_exceptions --project-dir jaffle_shop
+ pipenv run dbt --warn-error build \
+ --select package:dbt_project_evaluator dbt_project_evaluator_exceptions \
+ --select jaffle_shop \
+ --project-dir jaffle_shop
lint: build-env
pipenv run sqlfluff lint
From 4abb7e9c73edcb0a98c0fd0e83c73466fd1f2943 Mon Sep 17 00:00:00 2001
From: Nathan Lugg <nrlugg@gmail.com>
Date: Tue, 12 Nov 2024 12:20:28 +0900
Subject: [PATCH 21/25] drop number of threads
---
testing/profiles.yml | 2 +-
1 file changed, 1 insertion(+), 1 deletion(-)
diff --git a/testing/profiles.yml b/testing/profiles.yml
index a557ee46e..02f88967c 100644
--- a/testing/profiles.yml
+++ b/testing/profiles.yml
@@ -4,4 +4,4 @@ jaffle_shop:
jaffle_shop:
type: duckdb
path: dbt.duckdb
- threads: 300
+ threads: 10
From b5dde09979c0dd9e8b0ff04c3e3c5367a6d228c4 Mon Sep 17 00:00:00 2001
From: Nathan Lugg <nrlugg@gmail.com>
Date: Tue, 12 Nov 2024 12:20:57 +0900
Subject: [PATCH 22/25] don't include customers who have not made an order
---
jaffle_shop/models/final/fnl_sales_newcustomers.sql | 1 +
1 file changed, 1 insertion(+)
diff --git a/jaffle_shop/models/final/fnl_sales_newcustomers.sql b/jaffle_shop/models/final/fnl_sales_newcustomers.sql
index 9fdb3b0be..1cb6927fa 100644
--- a/jaffle_shop/models/final/fnl_sales_newcustomers.sql
+++ b/jaffle_shop/models/final/fnl_sales_newcustomers.sql
@@ -3,6 +3,7 @@ WITH customers_ AS (
customer_id
, DATE_TRUNC('MONTH', first_order) AS first_order_month
FROM {{ ref('wh_customers') }}
+ WHERE first_order IS NOT NULL
)
From 6cf23dfa39dddc1e468cdc788677bdf9f718b4ad Mon Sep 17 00:00:00 2001
From: Nathan Lugg <nrlugg@gmail.com>
Date: Tue, 12 Nov 2024 12:21:09 +0900
Subject: [PATCH 23/25] duckdb specific SHA function
---
jaffle_shop/macros/sensitive/hash_of_column.sql | 5 ++---
1 file changed, 2 insertions(+), 3 deletions(-)
diff --git a/jaffle_shop/macros/sensitive/hash_of_column.sql b/jaffle_shop/macros/sensitive/hash_of_column.sql
index d282fb9e3..90a8ce5da 100644
--- a/jaffle_shop/macros/sensitive/hash_of_column.sql
+++ b/jaffle_shop/macros/sensitive/hash_of_column.sql
@@ -1,13 +1,12 @@
{% macro hash_of_column(column) %}
- SHA2(
+ SHA256(
TRIM(
LOWER(
CAST({{ column|lower }} AS {{ dbt.type_string() }})
|| '{{ jaffle_shop.get_salt(column|lower) }}'
)
- ),
- 256
+ )
) AS {{column|lower}}_hash,
{% endmacro %}
From d8af6210bbb199dd2bfc33e4023876a6a04054da Mon Sep 17 00:00:00 2001
From: Nathan Lugg <nrlugg@gmail.com>
Date: Tue, 12 Nov 2024 12:21:22 +0900
Subject: [PATCH 24/25] actually add final tables to run
---
jaffle_shop/dbt_project.yml | 3 +++
1 file changed, 3 insertions(+)
diff --git a/jaffle_shop/dbt_project.yml b/jaffle_shop/dbt_project.yml
index 3fb17bf6e..8ee39b443 100644
--- a/jaffle_shop/dbt_project.yml
+++ b/jaffle_shop/dbt_project.yml
@@ -41,6 +41,9 @@ models:
warehouse:
+materialized: table
+ final:
+ +materialized: table
+
seeds:
dbt_project_evaluator:
dbt_project_evaluator_exceptions:
From f8bd9fb1aeaeff2393de84806c1f38c626bb3ea7 Mon Sep 17 00:00:00 2001
From: Nathan Lugg <nrlugg@gmail.com>
Date: Tue, 12 Nov 2024 12:21:36 +0900
Subject: [PATCH 25/25] add notebook with plots
---
Pipfile | 1 +
Pipfile.lock | 15 +++++-
workspace.ipynb | 139 ++++++++++++++++++++++++++++++++++++++++++++++++
3 files changed, 154 insertions(+), 1 deletion(-)
create mode 100644 workspace.ipynb
diff --git a/Pipfile b/Pipfile
index 27350f147..367af0871 100644
--- a/Pipfile
+++ b/Pipfile
@@ -16,6 +16,7 @@ pandas = "*"
pyarrow = "*"
pytest = "*"
pytest-mock = "*"
+vl-convert-python = "*"
[requires]
python_version = "3.10"
diff --git a/Pipfile.lock b/Pipfile.lock
index 8beea8f6e..12aad7a83 100644
--- a/Pipfile.lock
+++ b/Pipfile.lock
@@ -1,7 +1,7 @@
{
"_meta": {
"hash": {
- "sha256": "43969e8630da55f06729904607387083070c6b1ce6955c8b9e327a0cf73c59eb"
+ "sha256": "fedf7a76aff16c5d52bae3a59af88a0c38d1802867cd2f6cc324a1bd38b7bbdb"
},
"pipfile-spec": 6,
"requires": {
@@ -2477,6 +2477,19 @@
"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"
},
+ "vl-convert-python": {
+ "hashes": [
+ "sha256:285bbadb1ce8a922c87f6e75a9544fe10a652d37bd4c1519fb93f90bab381588",
+ "sha256:51f99c58b1d0d74126455ece7d41972740cb4430b8dfdf7e0908270eed5be32d",
+ "sha256:8b50c492b640abb89a54a71e2c26f0f2d2c1cedc42030cc55bcc202670334724",
+ "sha256:90fba4356bd621bd31e72507a55e26dd13ebe79efa784715743116109afd0d47",
+ "sha256:962100d7670b9d35f9bb9745cdf590412f62f57c134b4a142340ba93a4dbddba",
+ "sha256:bc9e1f8ca0d8d3b3789c66e37cd6a8cf0a83406427d5143133346c2b5004485b"
+ ],
+ "index": "pypi",
+ "markers": "python_version >= '3.7'",
+ "version": "==1.7.0"
+ },
"wcwidth": {
"hashes": [
"sha256:3da69048e4540d84af32131829ff948f1e022c1c6bdb8d6102117aac784f6859",
diff --git a/workspace.ipynb b/workspace.ipynb
new file mode 100644
index 000000000..51bf0cb6c
--- /dev/null
+++ b/workspace.ipynb
@@ -0,0 +1,139 @@
+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "RendererRegistry.enable('png')"
+ ]
+ },
+ "execution_count": 1,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "import altair as alt\n",
+ "import duckdb\n",
+ "\n",
+ "alt.renderers.enable(\"png\")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 2,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "c = duckdb.connect(\"dbt.duckdb\", read_only=True)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": "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",
+ "text/plain": [
+ "alt.Chart(...)"
+ ]
+ },
+ "execution_count": 3,
+ "metadata": {
+ "image/png": {
+ "height": 347,
+ "width": 345
+ }
+ },
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "t = c.sql(\n",
+ " \"\"\"\n",
+ " SELECT *\n",
+ " FROM fnl_sales_newcustomers\n",
+ " ORDER BY first_order_month\n",
+ " \"\"\"\n",
+ ")\n",
+ "\n",
+ "(\n",
+ " alt.Chart(t)\n",
+ " .mark_bar()\n",
+ " .encode(\n",
+ " x=alt.X(\"yearmonth(first_order_month):T\"),\n",
+ " y=alt.Y(\"num_new_customers:Q\"),\n",
+ " )\n",
+ ")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 4,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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P+qzP4rM/+7P5z/IWn/IjXHXVf7d3eb0X411f/8X513ja057GQx/6UP4zPe1pT+OhD30o/5me9rSn8dCHPpT/TE972tN46EMfyn+mpz3taTz0oQ/lP9PTnvY0HvrQh/IAAMi2+Rd89md/Nt/93d/NV3/1V3P8+HHu9+AHP5gHP/jB/Gd5i0/5Ea666r/bu7zei/Gur//i/Gs87WlP46EPfSj/mZ72tKfx0Ic+lP9MT3va03joQx/Kf6anPe1pPPShD+U/09Oe9jQe+tCH8p/paU97Gg996EN5AABk2/wLfvu3f5uP+ZiP4a/+6q/4r/QWn/IjXHXVf7d3eb0X411f/8X513ja057GQx/6UP4zPe1pT+OhD30o/5me9rSn8dCHPpT/TE972tN46EMfyn+mpz3taTz0oQ/lP9PTnvY0HvrQh/IAAMi2eRG8zuu8DrfeeisPfvCDud97vdd78d7v/d78Z3mLT/kRrrrqv9u7vN6L8a6v/+L8azztaU/joQ99KP+Znva0p/HQhz6U/0xPe9rTeOhDH8p/pqc97Wk89KEP5T/T0572NB760Ifyn+lpT3saD33oQ3kAAGTb/Au++7u/m/d5n/fhtV7rtXig937v9+a93/u9+c/yJV/yJXzSJ30S/5me9rSn8dCHPpT/TE972tN46EMfyn+mpz3taTz0oQ/lP9PTnvY0HvrQh/Kf6WlPexoPfehD+c/0tKc9jYc+9KH8Z3ra057GQx/6UP4zPe1pT+OhD30o/5me9rSn8dCHPpT/TE972tN46EMfyn+mpz3taTz0oQ/lP9PTnvY0HvrQh/IAAMi2+Rf89E//NF/91V/Nb//2b/Nf6Uu+5Ev4pE/6JP4zPe1pT+OhD30o/5me9rSn8dCHPpT/TE972tN46EMfyn+mpz3taTz0oQ/lP9PTnvY0HvrQh/Kf6WlPexoPfehD+c/0tKc9jYc+9KH8Z3ra057GQx/6UP4zPe1pT+OhD30o/5me9rSn8dCHPpT/TE972tN46EMfyn+mpz3taTz0oQ/lAQCQbfMv2N3d5WVe5mX46I/+aF76pV+a+z3oQQ/iwQ9+MP9Z3uJTfoSr/n/5mg94BR760Ifyn+lpT3saD33oQ/nP9LSnPY2HPvSh/Gd62tOexkMf+lD+Mz3taU/joQ99KP+Znva0p/HQhz6U/0xPe9rTeOhDH8p/pqc97Wk89KEP5QEAkG3zL/jt3/5tXud1Xofn9lmf9Vl89md/Nv9Z3uJTfoSr/n/5mg94BR760Ifyn+lpT3saD33oQ/nP9LSnPY2HPvSh/Gd62tOexkMf+lD+Mz3taU/joQ99KP+Znva0p/HQhz6U/0xPe9rTeOhDH8p/pqc97Wk89KEP5QEAkG3zL9jd3eWv//qveW4PfvCDefCDH8x/lrf4lB/hqv9fvuYDXoGHPvSh/Gd62tOexkMf+lD+Mz3taU/joQ99KP+Znva0p/HQhz6U/0xPe9rTeOhDH8p/pqc97Wk89KEP5T/T0572NB760Ifyn+lpT3saD33oQ3kAAGTbvAh2d3f5nM/5HP76r/+al37pl+azPuuzOH78OP+Z3uJTfoSr/n/5mg94BR760Ifyn+lpT3saD33oQ/nP9LSnPY2HPvSh/Gd62tOexkMf+lD+Mz3taU/joQ99KP+Znva0p/HQhz6U/0xPe9rTeOhDH8p/pqc97Wk89KEP5QEAkG3zL9jd3eVlXuZluPXWW3mt13otfud3focHP/jB/NVf/RXHjx/n3+Kv//qveemXfmlemLf4lB/hqv9fvuYDXoGHPvSh/Gd62tOexkMf+lD+Mz3taU/joQ99KP+Znva0p/HQhz6U/0xPe9rTeOhDH8p/pqc97Wk89KEP5T/T0572NB760Ifyn+lpT3saD33oQ3kAAGTb/At++qd/mvd+7/fmr//6r3nwgx/M7u4uL/3SL81nf/Zn897v/d78a333d3833/3d381v//Zv88K8xaf8CFf9//I1H/AKPPShD+U/09Oe9jQe+tCH8p/paU97Gg996EP5z/S0pz2Nhz70ofxnetrTnsZDH/pQ/jM97WlP46EPfSj/mZ72tKfx0Ic+lP9MT3va03joQx/KAwAg2+Zf8Nmf/dn8zM/8DH/1V3/F/V7mZV6Gt3qrt+KzP/uz+dd4m7d5G57+9Kdz/Phxfvu3f5sX5i0+5Ue46v+Xr/mAV+ChD30o/5me9rSn8dCHPpT/TE972tN46EMfyn+mpz3taTz0oQ/lP9PTnvY0HvrQh/Kf6WlPexoPfehD+c/0tKc9jYc+9KH8Z3ra057GQx/6UB4AANk2/4Jbb72VhzzkIbz1W781L/3SL82tt97Kd3/3d/NXf/VXvPRLvzT/Gr/9278NwGd/9mfz27/927wwb/EpP8JV/798zQe8Ag996EP5z/S0pz2Nhz70ofxnetrTnsZDH/pQ/jM97WlP46EPfSj/mZ72tKfx0Ic+lP9MT3va03joQx/Kf6anPe1pPPShD+U/09Oe9jQe+tCH8gAAyLZ5EXz3d383H/3RH82lS5c4duwYn/3Zn81Hf/RH82/x27/923z2Z382v/3bv80L8xaf8iNc9f/L13zAK/DQhz6U/0xPe9rTeOhDH8p/pqc97Wk89KEP5T/T0572NB760Ifyn+lpT3saD33oQ/nP9LSnPY2HPvSh/Gd62tOexkMf+lD+Mz3taU/joQ99KA8AgGybf8Hu7i5/8zd/w2u91mtx66238uAHP5jf+Z3f4aVe6qU4fvw4/1q//du/zWd/9mfz27/929zv93//9/mDP/gDHuj3dx/MVf+/fM0HvAIPfehD+c/0tKc9jYc+9KH8Z3ra057GQx/6UP4zPe1pT+OhD30o/5me9rSn8dCHPpT/TE972tN46EMfyn+mpz3taTz0oQ/lP9PTnvY0HvrQh/IAAMi2+Rf89m//Nq/zOq+DbQD++q//mvd5n/fhrd7qrfjsz/5s/rV++7d/m8/+7M/mt3/7t3lh3uJTfoSr/n/5mg94BR760Ifyn+lpT3saD33oQ/nP9LSnPY2HPvSh/Gd62tOexkMf+lD+Mz3taU/joQ99KP+Znva0p/HQhz6U/0xPe9rTeOhDH8p/pqc97Wk89KEP5QEAkG3zAuzu7vLgBz+YS5cu8fx813d9F+/93u/Nv9Zv//Zv89mf/dn89m//Ni/MW3zKj3DV/y9f8wGvwEMf+lD+Mz3taU/joQ99KP+Znva0p/HQhz6U/0xPe9rTeOhDH8p/pqc97Wk89KEP5T/T0572NB760Ifyn+lpT3saD33oQ/nP9LSnPY2HPvShPAAAsm1eiN/+7d/mu7/7u/me7/kePuuzPov7vfZrvzav/dqvzX+mt/iUH+Gq/1++5gNegYc+9KH8Z3ra057GQx/6UP4zPe1pT+OhD30o/5me9rSn8dCHPpT/TE972tN46EMfyn+mpz3taTz0oQ/lP9PTnvY0HvrQh/Kf6WlPexoPfehDeQAAZNv8K/3O7/wOr/Var8V/trf4lB/hqv9fvuYDXoGHPvSh/Gd62tOexkMf+lD+Mz3taU/joQ99KP+Znva0p/HQhz6U/0xPe9rTeOhDH8p/pqc97Wk89KEP5T/T0572NB760Ifyn+lpT3saD33oQ3kAAGTbvAhe53Veh+/6ru/icz7nc/ju7/5uXvqlX5rf+q3f4vjx4/xneYtP+RGu+v/laz7gFXjoQx/Kf6anPe1pPPShD+U/09Oe9jQe+tCH8p/paU97Gg996EP5z/S0pz2Nhz70ofxnetrTnsZDH/pQ/jM97WlP46EPfSj/mZ72tKfx0Ic+lAcAQLbNv+C7v/u7+eiP/mh++7d/m5d5mZfhoz7qo/jpn/5pPvqjP5qP/uiP5j/LW3zKj3DV/y9f8wGvwEMf+lD+Mz3taU/joQ99KP+Znva0p/HQhz6U/0xPe9rTeOhDH8p/pqc97Wk89KEP5T/T0572NB760Ifyn+lpT3saD33oQ/nP9LSnPY2HPvShPAAAsm3+BZ/92Z/Nb//2b/Pe7/3evM/7vA9Pf/rT+eqv/mqOHz/OZ3/2Z/Of5S0+5Ue46v+Xr/mAV+ChD30o/5me9rSn8dCHPpT/TE972tN46EMfyn+mpz3taTz0oQ/lP9PTnvY0HvrQh/Kf6WlPexoPfehD+c/0tKc9jYc+9KH8Z3ra057GQx/6UB4AANk2/4Kf/umf5mM+5mM4fvw4Fy9e5Lu/+7t5m7d5G77qq76K937v9+Y/y1t8yo9w1f8vX/MBr8BDH/pQ/jM97WlP46EPfSj/mZ72tKfx0Ic+lP9MT3va03joQx/Kf6anPe1pPPShD+U/09Oe9jQe+tCH8p/paU97Gg996EP5z/S0pz2Nhz70oTwAALJtXgQf/dEfzW//9m/z2Z/92QB89Vd/Nb/927/Nf6Yv+ZIv4ZM+6ZP4z/S0pz2Nhz70ofxnetrTnsZDH/pQ/jM97WlP46EPfSj/mZ72tKfx0Ic+lP9MT3va03joQx/Kf6anPe1pPPShD+U/09Oe9jQe+tCH8p/paU97Gg996EP5z/S0pz2Nhz70ofxnetrTnsZDH/pQ/jM97WlP46EPfSj/mZ72tKfx0Ic+lAcAQLbN/1Bf8iVfwid90ifxn+lpT3saD33oQ/nP9LSnPY2HPvSh/Gd62tOexkMf+lD+Mz3taU/joQ99KP+Znva0p/HQhz6U/0xPe9rTeOhDH8p/pqc97Wk89KEP5T/T0572NB760Ifyn+lpT3saD33oQ/nP9LSnPY2HPvSh/Gd62tOexkMf+lD+Mz3taU/joQ99KA8AgGybf8Ff//Vf8zEf8zE8t/d6r/fivd/7vfnP8haf8iP8T/Mur/divOvrvzj/Gk972tN46EMfyn+mpz3taTz0oQ/lP9PTnvY0HvrQh/Kf6WlPexoPfehD+c/0tKc9jYc+9KH8Z3ra057GQx/6UP4zPe1pT+OhD30o/5me9rSn8dCHPpT/TE972tN46EMfyn+mpz3taTz0oQ/lP9PTnvY0HvrQh/IAAMi2+Rf89V//NR/90R/N/XZ3d7l06RLf9V3fxWu/9mvzn+UtPuVH+J/mXV7vxXjX139x/jWe9rSn8dCHPpT/TE972tN46EMfyn+mpz3taTz0oQ/lP9PTnvY0HvrQh/Kf6WlPexoPfehD+c/0tKc9jYc+9KH8Z3ra057GQx/6UP4zPe1pT+OhD30o/5me9rSn8dCHPpT/TE972tN46EMfyn+mpz3taTz0oQ/lAQCQbfNv8NIv/dJ89Vd/Na/92q/Nf5a3+JQf4X+ad3m9F+NdX//F+dd42tOexkMf+lD+Mz3taU/joQ99KP+Znva0p/HQhz6U/0xPe9rTeOhDH8p/pqc97Wk89KEP5T/T0572NB760Ifyn+lpT3saD33oQ/nP9LSnPY2HPvSh/Gd62tOexkMf+lD+Mz3taU/joQ99KP+Znva0p/HQhz6UBwBAts2/YHd3l7/5m7/hgd77vd+b93qv9+KzP/uz+c/yFp/yI/xP8y6v92K86+u/OP8aT3va03joQx/Kf6anPe1pPPShD+U/09Oe9jQe+tCH8p/paU97Gg996EP5z/S0pz2Nhz70ofxnetrTnsZDH/pQ/jM97WlP46EPfSj/mZ72tKfx0Ic+lP9MT3va03joQx/Kf6anPe1pPPShD+U/09Oe9jQe+tCH8gAAyLb5F/z2b/82r/M6r8Nz+63f+i1e+7Vfmxdmd3eX3d1dHvzgB3O/v/7rv+bBD34wx48f54V5i0/5Ef6neZfXezHe9fVfnH+Npz3taTz0oQ/lP9PTnvY0HvrQh/Kf6WlPexoPfehD+c/0tKc9jYc+9KH8Z3ra057GQx/6UP4zPe1pT+OhD30o/5me9rSn8dCHPpT/TE972tN46EMfyn+mpz3taTz0oQ/lP9PTnvY0HvrQh/Kf6WlPexoPfehDeQAAZNv8C3Z3d/nrv/5rHujBD34wD37wg/mXvM3bvA0v9VIvxWd/9mezu7vL67zO6/Bar/Va/PZv/zZf/dVfzWu/9mvzgrzFp/wI/9O8y+u9GO/6+i/Ov8bTnvY0HvrQh/Kf6WlPexoPfehD+c/0tKc9jYc+9KH8Z3ra057GQx/6UP4zPe1pT+OhD30o/5me9rSn8dCHPpT/TE972tN46EMfyn+mpz3taTz0oQ/lP9PTnvY0HvrQh/Kf6WlPexoPfehD+c/0tKc9jYc+9KE8AACybV4Et956K7feeiuv/dqvzU//9E/z4Ac/mJd+6Zfmhfnqr/5qvvqrv5r3fu/35rM/+7P57u/+bv76r/+ar/7qr+bWW2/lvd/7vfnt3/5tXpC3+JQf4X+ad3m9F+NdX//F+dd42tOexkMf+lD+Mz3taU/joQ99KP+Znva0p/HQhz6U/0xPe9rTeOhDH8p/pqc97Wk89KEP5T/T0572NB760Ifyn+lpT3saD33oQ/nP9LSnPY2HPvSh/Gd62tOexkMf+lD+Mz3taU/joQ99KP+Znva0p/HQhz6UBwBAts2/4NZbb+VlXuZl+KiP+ig++7M/m9d+7dfmb/7mb/irv/orHvzgB/P83HrrrXz0R380L/3SLw3AZ3/2Z/PZn/3ZvPZrvzav/dqvDYAkbPOCvMWn/Aj/07zL670Y7/r6L86/xtOe9jQe+tCH8p/paU97Gg996EP5z/S0pz2Nhz70ofxnetrTnsZDH/pQ/jM97WlP46EPfSj/mZ72tKfx0Ic+lP9MT3va03joQx/Kf6anPe1pPPShD+U/09Oe9jQe+tCH8p/paU97Gg996EP5z/S0pz2Nhz70oTwAALJt/gVf/dVfzVd/9Vfz13/91xw/fpzd3V1e+qVfmvd+7/fmsz/7s3l+Xvu1X5vv/u7v5ru/+7sB+OzP/mze+q3fmo/+6I/mtV/7tQGQhG1ekLf4lB/hf5p3eb0X411f/8X513ja057GQx/6UP4zPe1pT+OhD30o/5me9rSn8dCHPpT/TE972tN46EMfyn+mpz3taTz0oQ/lP9PTnvY0HvrQh/Kf6WlPexoPfehD+c/0tKc9jYc+9KH8Z3ra057GQx/6UP4zPe1pT+OhD30o/5me9rSn8dCHPpQHAEC2zb/gu7/7u/mcz/kc/uqv/orjx4+zu7vLy7zMy/BRH/VRfPRHfzTP7au/+qv5mZ/5GV77tV+b3/7t3wbgsz7rs/jt3/5tXvu1X5vXfu3XBkAStgH4/d//ff7gD/6AB/r93QfzP827vN6L8a6v/+L8azztaU/joQ99KP+Znva0p/HQhz6U/0xPe9rTeOhDH8p/pqc97Wk89KEP5T/T0572NB760Ifyn+lpT3saD33oQ/nP9LSnPY2HPvSh/Gd62tOexkMf+lD+Mz3taU/joQ99KP+Znva0p/HQhz6U/0xPe9rTeOhDH8oDACDb5l+wu7vLgx/8YCTx0i/90vz1X/81tvnrv/5rHvzgB/Pcbr31Vm699VYAvvu7vxuAz/7sz+a3f/u3+eu//mu++qu/mr/+67/msz/7s/npn/5pXpC3+JQf4X+ad3m9F+NdX//F+dd42tOexkMf+lD+Mz3taU/joQ99KP+Znva0p/HQhz6U/0xPe9rTeOhDH8p/pqc97Wk89KEP5T/T0572NB760Ifyn+lpT3saD33oQ/nP9LSnPY2HPvSh/Gd62tOexkMf+lD+Mz3taU/joQ99KP+Znva0p/HQhz6UBwBAts2L4NZbb+Wrv/qr+eu//mte+qVfmo/+6I/mwQ9+MP+Sz/7szwbgsz/7swF47dd+bU6cOMFf/dVf8dM//dO89Eu/NC/IW3zKj/A/zbu83ovxrq//4vxrPO1pT+OhD30o/5me9rSn8dCHPpT/TE972tN46EMfyn+mpz3taTz0oQ/lP9PTnvY0HvrQh/Kf6WlPexoPfehD+c/0tKc9jYc+9KH8Z3ra057GQx/6UP4zPe1pT+OhD30o/5me9rSn8dCHPpT/TE972tN46EMfygMAINvmf6i3+JQf4X+ad3m9F+NdX//F+dd42tOexkMf+lD+Mz3taU/joQ99KP+Znva0p/HQhz6U/0xPe9rTeOhDH8p/pqc97Wk89KEP5T/T0572NB760Ifyn+lpT3saD33oQ/nP9LSnPY2HPvSh/Gd62tOexkMf+lD+Mz3taU/joQ99KP+Znva0p/HQhz6UBwBAts3/UG/xKT/C/zTv8novxru+/ovzr/G0pz2Nhz70ofxnetrTnsZDH/pQ/jM97WlP46EPfSj/mZ72tKfx0Ic+lP9MT3va03joQx/Kf6anPe1pPPShD+U/09Oe9jQe+tCH8p/paU97Gg996EP5z/S0pz2Nhz70ofxnetrTnsZDH/pQ/jM97WlP46EPfSgPAIBsm/+h3uJTfoT/ad7l9V6Md339F+df42lPexoPfehD+c/0tKc9jYc+9KH8Z3ra057GQx/6UP4zPe1pT+OhD30o/5me9rSn8dCHPpT/TE972tN46EMfyn+mpz3taTz0oQ/lP9PTnvY0HvrQh/Kf6WlPexoPfehD+c/0tKc9jYc+9KH8Z3ra057GQx/6UB4AANk2/0O9xaf8CP/TvMvrvRjv+vovzr/G0572NB760Ifyn+lpT3saD33oQ/nP9LSnPY2HPvSh/Gd62tOexkMf+lD+Mz3taU/joQ99KP+Znva0p/HQhz6U/0xPe9rTeOhDH8p/pqc97Wk89KEP5T/T0572NB760Ifyn+lpT3saD33oQ/nP9LSnPY2HPvShPAAAsm3+h3qLT/kR/qd5l9d7Md719V+cf42nPe1pPPShD+U/09Oe9jQe+tCH8p/paU97Gg996EP5z/S0pz2Nhz70ofxnetrTnsZDH/pQ/jM97WlP46EPfSj/mZ72tKfx0Ic+lP9MT3va03joQx/Kf6anPe1pPPShD+U/09Oe9jQe+tCH8p/paU97Gg996EN5AABk2/wP9Raf8iP8T/Mur/divOvrvzj/Gk972tN46EMfyn+mpz3taTz0oQ/lP9PTnvY0HvrQh/Kf6WlPexoPfehD+c/0tKc9jYc+9KH8Z3ra057GQx/6UP4zPe1pT+OhD30o/5me9rSn8dCHPpT/TE972tN46EMfyn+mpz3taTz0oQ/lP9PTnvY0HvrQh/IAAMi2+R/qS77kS/ikT/ok/jM97WlP46EPfSj/mZ72tKfx0Ic+lP9MT3va03joQx/Kf6anPe1pPPShD+U/09Oe9jQe+tCH8p/paU97Gg996EP5z/S0pz2Nhz70ofxnetrTnsZDH/pQ/jM97WlP46EPfSj/mZ72tKfx0Ic+lP9MT3va03joQx/Kf6anPe1pPPShD+UBAJBt8z/U13/913N4eMhVV1111f9011xzDe/zPu/DAwAg2+Z/qC/5ki/hkz7pk/jP9CVf8iV80id9Ev+ZvuRLvoRP+qRP4j/Tl3zJl/BJn/RJ/Gf6ki/5Ej7pkz6J/0xf8iVfwid90ifxn+lLvuRL+KRP+iT+M33Jl3wJn/RJn8R/pi/5ki/hkz7pk/jP9CVf8iV80id9Ev+ZvuRLvoRP+qRP4j/Tl3zJl/BJn/RJ/Gf6ki/5Ej7pkz6JBwBAts3/UF/yJV/CJ33SJ/Gf6Uu+5Ev4pE/6JP4zfcmXfAmf9EmfxH+mL/mSL+GTPumT+M/0JV/yJXzSJ30S/5m+5Eu+hE/6pE/iP9OXfMmX8Emf9En8Z/qSL/kSPumTPon/TF/yJV/CJ33SJ/Gf6Uu+5Ev4pE/6JP4zfcmXfAmf9EmfxH+mL/mSL+GTPumT+M/0JV/yJXzSJ30SDwCAbJv/ob7kS76ET/qkT+I/05d8yZfwSZ/0Sfxn+pIv+RI+6ZM+if9MX/IlX8InfdIn8Z/pS77kS/ikT/ok/jN9yZd8CZ/0SZ/Ef6Yv+ZIv4ZM+6ZP4z/QlX/IlfNInfRL/mb7kS76ET/qkT+I/05d8yZfwSZ/0Sfxn+pIv+RI+6ZM+if9MX/IlX8InfdIn8Z/pS77kS/ikT/okHgAA2Tb/Q33Jl3wJn/RJn8R/pi/5ki/hkz7pk/jP9CVf8iV80id9Ev+ZvuRLvoRP+qRP4j/Tl3zJl/BJn/RJ/Gf6ki/5Ej7pkz6J/0xf8iVfwid90ifxn+lLvuRL+KRP+iT+M33Jl3wJn/RJn8R/pi/5ki/hkz7pk/jP9CVf8iV80id9Ev+ZvuRLvoRP+qRP4j/Tl3zJl/BJn/RJPAAAsm3+h/r93/99Xv3VX53/TL//+7/Pq7/6q/Of6fd///d59Vd/df4z/f7v/z6v/uqvzn+m3//93+fVX/3V+c/0+7//+7z6q786/5l+//d/n1d/9VfnP9Pv//7v8+qv/ur8Z/r93/99Xv3VX53/TL//+7/Pq7/6q/Of6fd///d59Vd/df4z/f7v/z6v/uqvzn+m3//93+fVX/3VeQAAZNtcddVVV131Hw0A2TZXXXXVVVf9RwNAts3/YLu7u3zN13wNf/3Xf81HfdRH8dqv/dr8R9jd3eV7vud7+Omf/mne+q3fmo/6qI/iP8vu7i6f/dmfzVd/9Vfzn+Gnf/qn+Z7v+R5e+7Vfm4/6qI/iP8PXfM3X8Nu//du89Vu/Ne/1Xu/Ff6Td3V0++7M/m6/+6q8GYHd3l6/5mq/hr//6r/moj/ooXvu1X5t/r93dXT77sz+br/7qrwZgd3eXz/mcz+HWW2/lrd/6rXmv93ov/r12d3f57M/+bL76q7+aB/rt3/5tbr31Vt77vd+bf6/d3V0++7M/m6/+6q/mfl/zNV/DX//1X/Par/3avNd7vRf/Xru7u3z2Z382X/3VXw3A7u4un/M5n8Ott97Ke73Xe/HWb/3W/Ht8z/d8Dz/90z/Ngx/8YD7rsz6L48ePs7u7y9d8zdfw13/913zUR30Ur/3ar82/x/d8z/fw0z/90zz4wQ/msz7rszh+/Di7u7t8zud8Drfeeitv/dZvzXu913vxorj11lv5mq/5GnZ3d3mv93ovXvu1X5sHep/3eR++67u+i+cDANk2/4O993u/Ny/90i/NW7/1W/Par/3a/PZv/zYPfvCD+ff66I/+aI4fP85nf/Zn89Ef/dEcP36cz/7sz+Y/w3u/93tz66238tu//dv8R/vu7/5ufvu3f5uv/uqv5rM/+7M5fvw4n/3Zn81/pK/+6q/mr//6r/nu7/5u3vqt35q3fuu35r3f+735j/DXf/3XvM/7vA/Hjh3jt3/7twF47/d+b176pV+at37rt+a1X/u1+e3f/m0e/OAH82/113/917zP+7wPx44d47d/+7cBeJ3XeR0+6qM+itd+7dfmvd/7vXnv935v3vqt35p/q7/+67/mfd7nfTh27Bi//du/zf12d3d56Zd+ad77vd+bz/7sz+bf46//+q95n/d5H44dO8Zv//ZvA/DZn/3ZAHz0R3807/3e781Hf/RH89qv/dr8W/31X/817/M+78OxY8f47d/+bQDe+73fm5d+6Zfmvd/7vXnpl35pfvu3f5sHP/jB/Fv89E//NN/93d/Nd3/3d/Pbv/3bfM3XfA2/9Vu/xXu/93vz0i/90rz1W781r/3ar81v//Zv8+AHP5h/i5/+6Z/mu7/7u/nu7/5ufvu3f5uv+Zqv4bd+67d4ndd5HT7qoz6K137t1+a93/u9ee/3fm/e+q3fmn/JS7/0S/PVX/3VvPRLvzSv/dqvzXd/93fz0i/90gB89md/Nl/91V/N7u4uzwcAsm3+Bztx4gQXL14E4LM/+7M5fvw4H/3RH82/13d/93fz1m/91hw/fpzf/u3f5rM/+7P57d/+bf6jffVXfzUAP/3TP81v//Zv8x/trd/6rfnqr/5qjh8/zv2OHz/Of6TP/uzP5sEPfjDv/d7vzWd/9mdz/PhxPvqjP5r/CK/92q/NW7/1W/PTP/3T/PZv/zYAJ06c4OLFiwB89md/NsePH+ejP/qj+bd67dd+bd76rd+an/7pn+a3f/u3Afjsz/5sPvuzPxuAz/7szwbgsz/7s/m3eu3Xfm3e+q3fmp/+6Z/mt3/7t7nf+7zP+/BSL/VS7O7u8tmf/dn8e7z2a782b/3Wb81P//RP89u//dsAvPRLvzR//dd/ze7uLru7uzz4wQ/m3+O1X/u1eeu3fmt++qd/mt/+7d8G4LVf+7X56q/+al76pV+a937v9+a93/u9ee3Xfm3+LX77t3+bBz/4wTz4wQ8G4Pjx4+zu7nLixAkuXrwIwGd/9mdz/PhxPvqjP5p/i9/+7d/mwQ9+MA9+8IMBOH78OLu7u3z2Z382n/3Znw3AZ3/2ZwPw2Z/92bwwu7u7/PRP/zTv/d7vDcBHf/RH89qv/dq89Vu/NX/913/NZ3/2Z7O7u8tv//Zv83wAINvmf7CXfumX5q//+q8B+Omf/mn++q//ms/+7M/mP9LbvM3b8F7v9V689Vu/Nf+R/vqv/5rP/uzP5qd/+qd57dd+bX77t3+b/2gv8zIvw4Me9CB2d3e59dZb+emf/mle+qVfmv9Iu7u7vMzLvAwPfvCDufXWW/mrv/orjh8/zn+U3/7t3+azP/uz+e3f/m0AXvqlX5q//uu/BuCnf/qn+eu//ms++7M/m3+P3/7t3+azP/uz+e3f/m0eaHd3l9d+7dfmp3/6p3nwgx/Mv8dv//Zv89mf/dn89m//NgA//dM/zV//9V/z2q/92vz2b/82n/3Zn82/12//9m/z2Z/92fz2b/82AC/zMi/DsWPHALh06RK/9Vu/xfHjx/n3+O3f/m0++7M/m9/+7d8G4Ld/+7d5n/d5H44fP86DHvQgfvqnf5r/CJ/92Z/N7u4uX/3VX81Lv/RL89d//dcA/PRP/zR//dd/zWd/9mfz7/XZn/3Z7O7u8tVf/dXcb3d3l9d+7dfmp3/6p3nwgx/Mi+qv//qveeu3fmv++q//GoC3fuu35qd/+qd567d+a377t3+b5wMA2Tb/g73My7wMf/VXfwXAT//0T/PXf/3XfPZnfzb/EXZ3d3mf93kf3uqt3or3fu/35j/aa7/2a/PTP/3THD9+nNd+7dfmt3/7t/mP9uAHP5iv/uqv5q3f+q356Z/+ab77u7+bn/7pn+Y/0nu/93vz0i/90nz0R380n/3Zn83u7i5f/dVfzX+U3/7t3+azP/uz+e3f/m0AXuZlXoa/+qu/AuCnf/qn+eu//ms++7M/m3+P3/7t3+azP/uz+e3f/m3ud+utt/Le7/3evPd7vzfv/d7vzb/Xb//2b/PZn/3Z/PZv/za33nor7/3e781v//Zv89u//dv89m//Np/92Z/Nv9dv//Zv89mf/dn89m//NgCSuHjxIsePH+ezP/uzOX78OB/90R/Nv8dv//Zv89mf/dn89m//NgAv8zIvw1d91Vfx0i/90rz3e7837/3e781bv/Vb8+/xMR/zMVy8eJHv/u7vBuBlXuZl+Ku/+isAfvqnf5q//uu/5rM/+7P59/iYj/kYLl68yHd/93dzv1tvvZX3fu/35r3f+7157/d+b15Uf/3Xf81bv/Vb89M//dO89Eu/NB/90R/NW7/1W/Par/3avPZrvza//du/zfMBgGyb/8GOHz/O7u4uAJ/92Z/N8ePH+eiP/mj+vXZ3d3md13kdPuqjPor3fu/35j/aX//1X/PRH/3R3O+v//qvee/3fm+++qu/mv9Ir/3ar81Xf/VX89Iv/dLceuutvPd7vze//du/zX+kl37pl+av//qvAdjd3eWt3/qt+e3f/m3+o/z2b/82n/3Zn81v//ZvA3D8+HF2d3cB+OzP/myOHz/OR3/0R/Pv8du//dt89md/Nr/9278NwF//9V/z1m/91vz0T/80L/3SL81/hN/+7d/msz/7s/nt3/5t/vqv/5qP/uiPBmB3d5fd3V0++7M/m/d+7/fm3+O3f/u3+ezP/mx++7d/GwBJ2Abgp3/6p/nrv/5rPvuzP5t/j9/+7d/msz/7s/nt3/5tAF7mZV6Gv/qrvwLgt3/7t/nt3/5tPvuzP5t/q/d5n/fBNt/93d/N/Y4fP87u7i4An/3Zn83x48f56I/+aP6t3ud93gfbfPd3fzf3++u//mve+q3fmp/+6Z/mpV/6pXlR/fVf/zXv/d7vzXd/93fz0i/90gC89mu/Nvf767/+a176pV+a3/7t3+a5ACDb5n+wj/7oj+bEiRO81mu9Fh/90R/NT//0T/PgBz+Yf6+3eZu34fjx47z3e783AMeOHeOlX/ql+c/y2q/92vz2b/82/9G++7u/m9/5nd/hoz7qo/iar/kaHvSgB/HZn/3Z/Ef66I/+aCTxXu/1XnzN13wND3rQg/jsz/5s/qP89m//Np/92Z/Nb//2bwPw0R/90Zw4cYLXeq3X4qM/+qP56Z/+aR784Afz7/Hbv/3bfPZnfza//du/DcBDHvIQPvqjP5qXfumXBuBBD3oQD37wg/n3+O3f/m0++7M/m9/+7d/mgX77t3+b3/7t3+azP/uz+ff67d/+bT77sz+b3/7t3wbgoz/6ozlx4gRv9VZvxfu8z/vwVV/1Vbz2a782/x6//du/zWd/9mfz27/92wC89Eu/NO/zPu/DW73VW/E+7/M+fNRHfRRv/dZvzb/FZ3/2Z/MzP/MzfPVXfzX3e63Xei0++qM/mhMnTvBar/VafPRHfzQ//dM/zYMf/GD+LT77sz+bn/mZn+Grv/qrud9rvdZr8ZCHPISP/uiP5qVf+qUBeNCDHsSDH/xgXpjd3V0e8pCH8N3f/d0cP34cgAc96EE8+MEP5n6v/dqvzW//9m/zfAAg2+Z/uK/+6q9md3eXt37rt+alX/ql+Y/w2Z/92TzQgx/8YN77vd+b/yzf/d3fzXu/93vzn+Gnf/qn+eu//mse/OAH897v/d78Z/ju7/5ubr31Vh784Afz3u/93vxHuvXWW/nt3/5t3vu935v7ffVXfzW7u7u89Vu/NS/90i/Nv9ett97Kb//2b/Pe7/3e3HrrrXz3d383D/Tar/3avPZrvzb/Hrfeeiu//du/zXu/93vzQLfeeiu33norr/3ar82/16233spv//Zv897v/d7c76u/+qvZ3d3ltV/7tXnt135t/r1uvfVWfvu3f5v3fu/3BmB3d5fv/u7vZnd3l9d+7dfmtV/7tfm3+u7v/m5uvfVWHuizP/uzAfjqr/5qdnd3eeu3fmte+qVfmn+r7/7u7+bWW2/lgd77vd+b7/7u7+aBXvu1X5vXfu3X5oW59dZb+e7v/m4e6LVf+7V57dd+be733d/93bz3e783zwcAsm2uuuqqq676jwaAbJurrrrqqqv+owEg2+aqq6666qr/aADItrnqqquuuuo/GgCyba666qqrrvqPBoBsm6uuuuqqq/6jASDb5qr/k3Z3dzl+/Dj/kt3dXY4fP84Lsru7y9/8zd/wUi/1Uhw/fpz/CLu7uxw/fpz/arfeeivPeMYzeK3Xei3+t9nd3eX48eP8Z/qd3/kdHvSgB/HgBz+Yq/7dAJBtc9X/Kbfeeiuv8zqvw3d913fx2q/92rww7/M+78ODHvQgPvuzP5sX5Ld/+7d5ndd5HX7rt36L137t1+bf67u/+7v5mI/5GC5evMh/tc/+7M/mcz7nc7DN/xa33nor7/M+78NnfdZn8dqv/dr8Z5LEZ33WZ/HZn/3ZXPXvBoBsm6v+T/mar/kaPvqjP5qv/uqv5r3e6704fvw4u7u7/M3f/A0Ar/VarwXAX//1X/MyL/MyvPd7vzef9VmfxYMf/GBuvfVWnvGMZwDwUi/1Uhw/fpzf/u3f5nVe53X4rd/6LV77tV+b52d3d5e/+Zu/4UEPehDPeMYzeKmXeimOHz/OX//1X3Pp0iUe9KAH8eAHP5jd3V1e53Veh7/+67/mt3/7t3mt13otfud3focHPehBPPjBD+bWW2/lGc94Bq/1Wq/FrbfeyjOe8Qxe6qVeir/5m7/hpV7qpfibv/kbXuqlXopbb72VS5cu8VIv9VIcP34cgN3dXf7mb/4GgNd6rdfifru7u/zN3/wNx44d46d/+qf5nM/5HGzzwtx666084xnPAOClXuqlOH78OLu7u/zN3/wNr/Var8Xv/M7vcOzYMV76pV+av/7rv+bSpUu81mu9Fg/0O7/zOwC81Eu9FMePHwfgr//6rwF46Zd+aQB+53d+hwc96EE8+MEP5nd+53d4qZd6KW699VYuXbrES73US3H8+HG+5mu+ho/+6I/mq7/6q3mv93ovjh8/zgty66238oxnPAOA13qt1wLg1ltv5RnPeAav9VqvBcBf//VfA/DSL/3SANx666084xnP4KVe6qU4ceIEn/VZn8Vnf/Znc9W/GwCyba76P0US9/ut3/otdnd3eZ/3eR92d3cBeO3Xfm1+6qd+ird+67fmd37ndwD4rM/6LF77tV+b13md1+GlXuqluPXWW5HE05/+dP76r/+a13md1+G3fuu3eO3Xfm2en9/+7d/mdV7ndXjwgx/Mrbfeyk/91E9x66238jEf8zE86EEP4tKlS3zXd30Xx48f53Ve53W4n20k8Vmf9Vl89md/Np/92Z/N53zO52Cbz/7sz+ZzPudzePCDH8ytt97K05/+dB7ykIfw1m/91jz96U/nb/7mb3jpl35p/uqv/ord3V1e5mVehosXLwLwMi/zMvzWb/0WAC/zMi/DX//1X/OgBz0ISdx6663Y5gX567/+a17mZV6Gl3qpl+LWW29FEk9/+tP567/+a17ndV6Hl37pl+bixYs84xnP4LVf+7V5+tOfzjOe8Qxe+7Vfm9/6rd9id3eX13md1+Gv//qvATh+/Di/9Vu/xUu/9Evz2q/92gD89m//NgCS+KzP+iw++7M/G0m89Vu/NU9/+tP5m7/5G176pV+av/qrv0IS9/ut3/otXvu1X5vn56d/+qd5m7d5G17qpV6Kv/mbv+GlX/ql+au/+is++7M/m8/5nM/BNgCv/dqvDcBv//Zv89M//dO8zdu8DQ960IOQxK233spnfdZn8dmf/dlc9e8GgGybq/5P+e3f/m1e53Veh9/6rd/itV/7tXnIQx7Cgx70IH77t3+bv/7rv+ZlXuZl+Kqv+io++qM/Gkl81md9Fp/92Z/NX//1X/Pbv/3bfPRHfzTf/d3fzfu8z/vwW7/1WwC8zuu8Dr/1W7/Fa7/2a/P8/PZv/zav8zqvw1u91Vvx3d/93QCcOHGCz/qsz+KzP/uzee/3fm9+53d+h6c//em89mu/Nr/zO7+DbQAk8Vmf9Vl89md/Np/92Z/N53zO52Cbz/7sz+ZzPudz+Kqv+ire+q3fmgc/+MFI4q3e6q346Z/+aT77sz+bz/mcz+HpT386X/3VX813f/d3c+utt7K7u8tDHvIQvuu7vovd3V0+5mM+ht/6rd/itV/7tXnt135tfud3fgfbvCB//dd/zW//9m/z0R/90fz0T/80b/M2b8Nv/dZvAfA6r/M6/NRP/RRv/dZvjSRe6qVeir/+67/moz/6o/mar/kabPPe7/3e/PRP/zR//dd/zfHjx3nt135tLl26xNOf/nRe+7VfG4Df/u3fBkASn/VZn8Vnf/ZnI4m3equ34qd/+qf57M/+bD7ncz6Hv/qrv2J3d5fXeZ3X4bd+67d47dd+bV6Q3/7t3+bWW2/lvd/7vfnoj/5ovuZrvgbbfPZnfzaf8zmfg20AXvu1XxuA3/7t3+YhD3kID3rQg/jt3/5tfvu3f5vXeZ3X4bM+67P47M/+bK76dwNAts1V/6f89m//Nq/zOq/Db/3Wb/HSL/3SnDhxgs/6rM/isz/7swF47dd+bQB++7d/G0l81md9Fp/92Z/Nrbfeyud8zufw27/929jmGc94Br/1W78FwOu8zuvwW7/1W7z2a782z89v//Zv8zqv8zp813d9F+/93u/Nb//2b/M6r/M6vPRLvzTHjx/n1ltv5dZbb8U2r/3ar83v/M7vYBsASXzWZ30Wn/3Zn81nf/Zn8zmf8znY5rM/+7P5nM/5HH7rt36L137t1wZAEp/1WZ/FZ3/2Z/Pd3/3dvM/7vA+/9Vu/xWd/9mfzN3/zN7z0S780AL/927/NZ33WZwHwOZ/zOdgG4LM/+7P5nM/5HGzzguzu7vIxH/Mx/PZv/za2ecYznsFv/dZvAfA6r/M6/NZv/Rav/dqvjSQ+67M+i8/+7M/msz/7s/mcz/kcbPPar/3aAPz2b/82AJ/92Z/N53zO52Cb137t1wbgt3/7t7n11lt5yEMewmd91mfx2Z/92Ujisz7rs/jsz/5sfvu3f5vXeZ3X4bd+67cAeJ3XeR1+67d+i9d+7dfmBfnrv/5rPudzPoff/u3fxjaXLl3CNp/92Z/N53zO52AbgNd+7dcG4Ld/+7eRxGd91mfx2Z/92QBI4rM+67P47M/+bK76dwNAts1V/6f89m//Nq/zOq/Db/3Wb/Har/3aSOK93uu9+O7v/m52d3d5yEMewnu913vx1V/91Ujisz7rs/jsz/5s3vqt35q//uu/5q//+q/567/+a17ndV6H3/qt3wLgdV7ndfit3/otXvu1X5vn57d/+7d5ndd5HX7rt36L137t1+av//qveZmXeRl+6qd+ird+67fm1ltvZXd3l5d+6ZfmtV/7tfmd3/kdbAMgic/6rM/isz/7s/nsz/5sPudzPgfbfPZnfzaf8zmfw9Of/nQe/OAHAyCJz/qsz+KzP/uz+e3f/m1e53Veh9/6rd/iq7/6q3nGM57BX/3VXwHwO7/zO7zUS70UX/3VX83nfM7n8PSnP50HP/jBvPd7vzff8z3fg21ekLd+67fmr//6r/nrv/5r/vqv/5rXeZ3X4bd+67cAeJ3XeR1+67d+i9d+7ddGEp/1WZ/FZ3/2Z/PZn/3ZfM7nfA62eeu3fmv+5m/+hqc//ekAvPd7vzc//dM/ze7uLq/92q8NwG//9m/z27/927zO67wOn/VZn8Vnf/ZnI4nP+qzP4rM/+7P57d/+bV7ndV6H3/qt3wLgdV7ndfit3/otXvu1X5sX5CEPeQgv9VIvxXd/93fz1V/91XzO53wOtvnsz/5sPudzPoeLFy9y/PhxXuZlXoZjx47x27/92xw/fpy3fuu35ru/+7u59dZbechDHsJnfdZn8dmf/dlc9e8GgGybq/5P+e3f/m1e53Veh5d+6Zfmu77ru/ju7/5uvuZrvoa3fuu35q//+q+5ePEif/3Xf82DH/xgjh8/zokTJ/isz/osfvqnf5rf+Z3f4aM/+qP56Z/+af76r/+a3/qt3wLgdV7ndfit3/otXvu1X5vn57d/+7d5ndd5HX7rt36L137t1wbgtV/7tfmbv/kbPvqjP5qv/uqv5rVe67X46Z/+aT76oz+ar/mar+G1X/u1+a3f+i2OHz+OJN77vd+bn/qpn+IZz3gGtvnsz/5sPudzPgfb3E8Sn/VZn8Vnf/Zn89u//du8zuu8Dr/1W78FwOu8zuvw1m/91gD89E//NH/1V3/Fgx/8YB784Adz4sQJXvu1X5vv/u7vBsA2L8hbv/Vb8zu/8zt89Ed/ND/90z/NX//1X/Nbv/VbALzO67wOv/Vbv8Vrv/ZrI4nP+qzP4rM/+7P57M/+bD7ncz4H2/z2b/82r/M6r8NLv/RLc/z4cX77t3+b7/qu7+K93/u9ee/3fm++53u+h4/+6I/mr/7qr/id3/kdPuuzPovP/uzPRhKf9VmfxWd/9mfz27/927zO67wOv/Vbv8Xx48d5mZd5GV76pV+a7/qu7+KlX/qleX5e+7Vfm7/5m7/hoz/6o/nqr/5qdnd3efrTn86tt97K67zO6/DWb/3WAPz0T/80r/Var8Vv//Zv89mf/dl8zud8Du/93u/Nb//2b3Px4kU++qM/ms/+7M/mqn83AGTbXPV/zld/9Vdz66238tEf/dE8+MEP5ru/+7u59dZbAXjv935vHvzgBwPw0z/90/z1X/81D37wg3nrt35rvvqrv5rd3V3e+73fm5/+6Z/mtV/7tXnwgx/Md3/3d/Pe7/3ePPjBD+b5ufXWW/nu7/5u3vu935sHP/jB3O+rv/qr2d3d5fjx47z3e783x48f59Zbb+Wrv/qrOX78OJ/92Z/NX//1X/PTP/3THD9+nNd+7dfmp3/6p/nsz/5sfvu3f5vf/u3f5rM/+7O532d/9mfz2q/92rz2a782t956K9/93d/Ne7/3e/PgBz+Yv/7rv+anf/qnAXjt135tXvu1XxuAv/7rv+anf/qnOX78OA9+8IP567/+az77sz+bF2R3d5ev/uqvZnd3l/d+7/fmp3/6p3nt135tHvzgB/Pd3/3dvPd7vzcPfvCD+ezP/mxe+7Vfm9d+7dfmt3/7t/nt3/5tPvuzPxuAW2+9le/+7u9md3eXt37rt+a1X/u1Adjd3eWrv/qr2d3d5b3f+7356Z/+aV77tV+b137t1+azP/uzee3Xfm1e+7Vfm1tvvZXv/u7v5r3f+7158IMfzFd/9Vezu7vLa7/2a/Par/3aPD+33nor3/3d3w3AW7/1W/PTP/3TvPd7vzcPfvCD+e7v/m5uvfVWXvqlX5rd3V0A3vu93xuAr/7qr+bWW2/lrd/6rbn11lt58IMfzGu/9mtz1b8bALJtrrrqRfQ7v/M7PD8v9VIvxfHjx/nf4tZbb+UZz3gGz89rvdZr8T/VrbfeyjOe8Qye27Fjx3jpl35prvofBQDZNldd9SJ67dd+bZ6fr/7qr+alX/ql+d/iu7/7u/nu7/5unp/f/u3f5n+q7/7u7+a7v/u7eW4v/dIvzVd/9Vdz1f8oAMi2ueqqq6666j8aALJtrrrqqquu+o8GgGybq6666qqr/qMBINvmqquuuuqq/2gA/CMwbcLd9o9UaAAAAABJRU5ErkJggg==",
+ "text/plain": [
+ "alt.Chart(...)"
+ ]
+ },
+ "execution_count": 4,
+ "metadata": {
+ "image/png": {
+ "height": 122,
+ "width": 345
+ }
+ },
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "t = c.sql(\n",
+ " \"\"\"\n",
+ " SELECT *\n",
+ " FROM fnl_finance_returnsamout\n",
+ " WHERE total_returned_amount_aud > 0\n",
+ " \"\"\"\n",
+ ")\n",
+ "\n",
+ "(\n",
+ " alt.Chart(t)\n",
+ " .mark_bar()\n",
+ " .encode(\n",
+ " x=alt.X(\"total_returned_amount_aud:Q\"),\n",
+ " y=alt.Y(\"customer_id:O\", sort=alt.Sort(\"-x\")),\n",
+ " )\n",
+ ")"
+ ]
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": ".venv",
+ "language": "python",
+ "name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.10.14"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}