From 7e691379e5c5d009c55c091e9ff8e89b8ec18491 Mon Sep 17 00:00:00 2001
From: Liu <96442646+liuverta@users.noreply.github.com>
Date: Wed, 26 Apr 2023 13:14:19 -0700
Subject: [PATCH 01/36] Start on RMV registration workflow

---
 .github/workflows/register_verta_model.yaml | 24 +++++++++++++++++++++
 1 file changed, 24 insertions(+)
 create mode 100644 .github/workflows/register_verta_model.yaml

diff --git a/.github/workflows/register_verta_model.yaml b/.github/workflows/register_verta_model.yaml
new file mode 100644
index 0000000..3d0aaad
--- /dev/null
+++ b/.github/workflows/register_verta_model.yaml
@@ -0,0 +1,24 @@
+name: Register Verta Model Version
+run-name: ${{ github.actor }} is testing out GitHub Actions 🚀
+on: [push]
+jobs:
+  Register-Verta-Model-Version:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v3
+      - name: Set up Python 3.10
+        uses: actions/setup-python@v4
+        with:
+          python-version: '3.10'
+          cache: 'pip'
+      - name: Install dependencies
+        run: |
+          python -m pip install --upgrade pip
+          python -m pip install -r requirements.txt
+      - name: Get Verta secrets
+        run: |
+          echo 'nothing here yet'
+      - name: Register model version
+        run: |
+          REGISTERED_MODEL_NAME='From GitHub Action'
+          python register_model_version.py

From 4699e3531687afe5b6b16b2b68c5e10c69a73c35 Mon Sep 17 00:00:00 2001
From: Liu <96442646+liuverta@users.noreply.github.com>
Date: Wed, 26 Apr 2023 14:02:48 -0700
Subject: [PATCH 02/36] Add env vars

---
 .github/workflows/register_verta_model.yaml | 8 +++++++-
 1 file changed, 7 insertions(+), 1 deletion(-)

diff --git a/.github/workflows/register_verta_model.yaml b/.github/workflows/register_verta_model.yaml
index 3d0aaad..2281cb8 100644
--- a/.github/workflows/register_verta_model.yaml
+++ b/.github/workflows/register_verta_model.yaml
@@ -1,6 +1,12 @@
 name: Register Verta Model Version
 run-name: ${{ github.actor }} is testing out GitHub Actions 🚀
-on: [push]
+on:
+  push:
+    branches:
+      - main
+env:
+  VERTA_HOST: dev.verta.ai
+  VERTA_EMAIL: github_workflow_test@verta.ai
 jobs:
   Register-Verta-Model-Version:
     runs-on: ubuntu-latest

From c0182c30045d2065e7e833390afc9a4267ba3a76 Mon Sep 17 00:00:00 2001
From: Liu <96442646+liuverta@users.noreply.github.com>
Date: Wed, 26 Apr 2023 14:58:29 -0700
Subject: [PATCH 03/36] Add script

---
 models/register_model_version.py | 19 +++++++++++++++++++
 1 file changed, 19 insertions(+)
 create mode 100644 models/register_model_version.py

diff --git a/models/register_model_version.py b/models/register_model_version.py
new file mode 100644
index 0000000..ee631e0
--- /dev/null
+++ b/models/register_model_version.py
@@ -0,0 +1,19 @@
+# -*- coding: utf-8 -*-
+
+import os
+
+from verta import Client
+from verta.environment import Python
+
+REGISTERED_MODEL_NAME = os.environ["REGISTERED_MODEL_NAME"]
+MODEL_FILEPATH = os.environ["MODEL_FILEPATH"]
+
+
+if __name__ == "__main__":
+    client = Client()
+    reg_model = client.get_or_create_registered_model(REGISTERED_MODEL_NAME)
+    
+    model_ver = reg_model.create_standard_model(
+        pickle.load(MODEL_FILEPATH),
+        environment=Python.read_pip_file("requirements.txt"),
+    )

From dfb86ecc18b6d58a9dc1503debfc589c586af3a7 Mon Sep 17 00:00:00 2001
From: Liu <96442646+liuverta@users.noreply.github.com>
Date: Wed, 26 Apr 2023 15:00:20 -0700
Subject: [PATCH 04/36] Trigger on all pushes for testing

---
 .github/workflows/register_verta_model.yaml | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/.github/workflows/register_verta_model.yaml b/.github/workflows/register_verta_model.yaml
index 2281cb8..bdd7ca9 100644
--- a/.github/workflows/register_verta_model.yaml
+++ b/.github/workflows/register_verta_model.yaml
@@ -1,9 +1,9 @@
 name: Register Verta Model Version
 run-name: ${{ github.actor }} is testing out GitHub Actions 🚀
-on:
-  push:
-    branches:
-      - main
+on: [push]
+#   push:
+#     branches:
+#       - main
 env:
   VERTA_HOST: dev.verta.ai
   VERTA_EMAIL: github_workflow_test@verta.ai

From ad826c9e6370a7ad66d31e66594c6a168491d4dd Mon Sep 17 00:00:00 2001
From: Michael Liu <miliu@verta.ai>
Date: Thu, 27 Apr 2023 12:54:57 -0700
Subject: [PATCH 05/36] Set models/ as working directory

---
 .github/workflows/register_verta_model.yaml | 7 +++++--
 1 file changed, 5 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/register_verta_model.yaml b/.github/workflows/register_verta_model.yaml
index bdd7ca9..bf95600 100644
--- a/.github/workflows/register_verta_model.yaml
+++ b/.github/workflows/register_verta_model.yaml
@@ -10,13 +10,16 @@ env:
 jobs:
   Register-Verta-Model-Version:
     runs-on: ubuntu-latest
+    defaults:
+      run:
+        working-directory: ./models
     steps:
       - uses: actions/checkout@v3
       - name: Set up Python 3.10
         uses: actions/setup-python@v4
         with:
-          python-version: '3.10'
-          cache: 'pip'
+          python-version: "3.10"
+          cache: "pip"
       - name: Install dependencies
         run: |
           python -m pip install --upgrade pip

From 5a4e71d2754db0614f33866a63aaba3ba57dc35c Mon Sep 17 00:00:00 2001
From: Michael Liu <miliu@verta.ai>
Date: Thu, 27 Apr 2023 13:07:08 -0700
Subject: [PATCH 06/36] Add script to create model files

---
 models/register_model_version.py |  6 ++++--
 models/save_model_file.py        | 23 +++++++++++++++++++++++
 2 files changed, 27 insertions(+), 2 deletions(-)
 create mode 100644 models/save_model_file.py

diff --git a/models/register_model_version.py b/models/register_model_version.py
index ee631e0..33850ad 100644
--- a/models/register_model_version.py
+++ b/models/register_model_version.py
@@ -12,8 +12,10 @@
 if __name__ == "__main__":
     client = Client()
     reg_model = client.get_or_create_registered_model(REGISTERED_MODEL_NAME)
-    
+
     model_ver = reg_model.create_standard_model(
         pickle.load(MODEL_FILEPATH),
-        environment=Python.read_pip_file("requirements.txt"),
+        environment=Python.read_pip_file(
+            os.path.join(os.path.dirname(__file__), "requirements.txt"),
+        ),
     )
diff --git a/models/save_model_file.py b/models/save_model_file.py
new file mode 100644
index 0000000..17ec851
--- /dev/null
+++ b/models/save_model_file.py
@@ -0,0 +1,23 @@
+# -*- coding: utf-8 -*-
+
+from datetime import datetime
+import os
+
+import cloudpickle
+from verta.registry import VertaModelBase, verify_io
+
+
+class Model(VertaModelBase):
+    def __init__(self, artifacts=None):
+        pass
+
+    @verify_io
+    def predict(self, input):
+        return input
+
+
+if __name__ == "__main__":
+    model_filename = f"{datetime.now().isoformat()}.pkl"
+    model_filepath = os.path.join(os.path.dirname(__file__), model_filename)
+    with open(model_filepath, "wb") as f:
+        cloudpickle.dump(Model, f)

From 8e7004675043cb6828bd39be764a732ac822b7f3 Mon Sep 17 00:00:00 2001
From: Michael Liu <miliu@verta.ai>
Date: Thu, 27 Apr 2023 13:07:35 -0700
Subject: [PATCH 07/36] Add requirements.txt

---
 models/requirements.txt | 1 +
 1 file changed, 1 insertion(+)
 create mode 100644 models/requirements.txt

diff --git a/models/requirements.txt b/models/requirements.txt
new file mode 100644
index 0000000..23e5532
--- /dev/null
+++ b/models/requirements.txt
@@ -0,0 +1 @@
+verta==0.22.2

From b22fb58d22b2b6336747e8db6185816ed9f9c04b Mon Sep 17 00:00:00 2001
From: Michael Liu <miliu@verta.ai>
Date: Thu, 27 Apr 2023 13:11:16 -0700
Subject: [PATCH 08/36] Use secret dev key

---
 .github/workflows/register_verta_model.yaml | 7 +++----
 1 file changed, 3 insertions(+), 4 deletions(-)

diff --git a/.github/workflows/register_verta_model.yaml b/.github/workflows/register_verta_model.yaml
index bf95600..95880cb 100644
--- a/.github/workflows/register_verta_model.yaml
+++ b/.github/workflows/register_verta_model.yaml
@@ -7,6 +7,7 @@ on: [push]
 env:
   VERTA_HOST: dev.verta.ai
   VERTA_EMAIL: github_workflow_test@verta.ai
+  VERTA_DEV_KEY: ${{ secrets.TEST_ACCOUNT_DEV_KEY }}
 jobs:
   Register-Verta-Model-Version:
     runs-on: ubuntu-latest
@@ -24,10 +25,8 @@ jobs:
         run: |
           python -m pip install --upgrade pip
           python -m pip install -r requirements.txt
-      - name: Get Verta secrets
-        run: |
-          echo 'nothing here yet'
       - name: Register model version
+        env:
+          REGISTERED_MODEL_NAME: From GitHub Action
         run: |
-          REGISTERED_MODEL_NAME='From GitHub Action'
           python register_model_version.py

From cb1e6cc8d1fd57a28d5a3b4163258ada01cc6060 Mon Sep 17 00:00:00 2001
From: Michael Liu <miliu@verta.ai>
Date: Thu, 27 Apr 2023 13:21:14 -0700
Subject: [PATCH 09/36] Only trigger on model files

---
 .github/workflows/register_verta_model.yaml | 10 ++++++----
 1 file changed, 6 insertions(+), 4 deletions(-)

diff --git a/.github/workflows/register_verta_model.yaml b/.github/workflows/register_verta_model.yaml
index 95880cb..6e2ffa4 100644
--- a/.github/workflows/register_verta_model.yaml
+++ b/.github/workflows/register_verta_model.yaml
@@ -1,9 +1,11 @@
 name: Register Verta Model Version
 run-name: ${{ github.actor }} is testing out GitHub Actions 🚀
-on: [push]
-#   push:
-#     branches:
-#       - main
+on:
+  push:
+    paths:
+      - ./models/*.pkl
+    branches:
+      - workflow1
 env:
   VERTA_HOST: dev.verta.ai
   VERTA_EMAIL: github_workflow_test@verta.ai

From 4ff7bd81d7720086e4e4d52f135aea9f524f5bc5 Mon Sep 17 00:00:00 2001
From: Michael Liu <miliu@verta.ai>
Date: Thu, 27 Apr 2023 14:07:00 -0700
Subject: [PATCH 10/36] Register new models

---
 .github/workflows/register_verta_model.yaml | 17 ++++++++++++-----
 models/register_model_version.py            | 15 ++++++++-------
 2 files changed, 20 insertions(+), 12 deletions(-)

diff --git a/.github/workflows/register_verta_model.yaml b/.github/workflows/register_verta_model.yaml
index 6e2ffa4..55b3b8b 100644
--- a/.github/workflows/register_verta_model.yaml
+++ b/.github/workflows/register_verta_model.yaml
@@ -1,34 +1,41 @@
 name: Register Verta Model Version
-run-name: ${{ github.actor }} is testing out GitHub Actions 🚀
+
 on:
   push:
     paths:
       - ./models/*.pkl
     branches:
       - workflow1
-env:
-  VERTA_HOST: dev.verta.ai
-  VERTA_EMAIL: github_workflow_test@verta.ai
-  VERTA_DEV_KEY: ${{ secrets.TEST_ACCOUNT_DEV_KEY }}
+
 jobs:
   Register-Verta-Model-Version:
     runs-on: ubuntu-latest
     defaults:
       run:
         working-directory: ./models
+
     steps:
       - uses: actions/checkout@v3
+        with:
+          fetch-depth: 0 # fetch full history, in case push is multiple commits
+
       - name: Set up Python 3.10
         uses: actions/setup-python@v4
         with:
           python-version: "3.10"
           cache: "pip"
+
       - name: Install dependencies
         run: |
           python -m pip install --upgrade pip
           python -m pip install -r requirements.txt
+
       - name: Register model version
         env:
+          VERTA_HOST: dev.verta.ai
+          VERTA_EMAIL: github_workflow_test@verta.ai
+          VERTA_DEV_KEY: ${{ secrets.TEST_ACCOUNT_DEV_KEY }}
           REGISTERED_MODEL_NAME: From GitHub Action
         run: |
+          MODEL_FILENAMES=$(git diff --diff-filter=A --relative --name-only ${{ github.event.before }} ${{ github.event.after }} | grep '\.pkl$')
           python register_model_version.py
diff --git a/models/register_model_version.py b/models/register_model_version.py
index 33850ad..0397ae6 100644
--- a/models/register_model_version.py
+++ b/models/register_model_version.py
@@ -6,16 +6,17 @@
 from verta.environment import Python
 
 REGISTERED_MODEL_NAME = os.environ["REGISTERED_MODEL_NAME"]
-MODEL_FILEPATH = os.environ["MODEL_FILEPATH"]
+MODEL_FILENAMES = os.environ["MODEL_FILENAMES"]
 
 
 if __name__ == "__main__":
     client = Client()
     reg_model = client.get_or_create_registered_model(REGISTERED_MODEL_NAME)
 
-    model_ver = reg_model.create_standard_model(
-        pickle.load(MODEL_FILEPATH),
-        environment=Python.read_pip_file(
-            os.path.join(os.path.dirname(__file__), "requirements.txt"),
-        ),
-    )
+    for model_filename in MODEL_FILENAMES.splitlines():
+        model_ver = reg_model.create_standard_model(
+            pickle.load(model_filename),
+            environment=Python.read_pip_file(
+                os.path.join(os.path.dirname(__file__), "requirements.txt"),
+            ),
+        )

From d6efd95cd066c2eacc795a4def7f77a77c321447 Mon Sep 17 00:00:00 2001
From: Michael Liu <miliu@verta.ai>
Date: Thu, 27 Apr 2023 14:17:55 -0700
Subject: [PATCH 11/36] Log model filenames

---
 models/register_model_version.py | 4 ++++
 1 file changed, 4 insertions(+)

diff --git a/models/register_model_version.py b/models/register_model_version.py
index 0397ae6..e266736 100644
--- a/models/register_model_version.py
+++ b/models/register_model_version.py
@@ -1,10 +1,13 @@
 # -*- coding: utf-8 -*-
 
+import logging
 import os
 
 from verta import Client
 from verta.environment import Python
 
+logger = logging.getLogger(__name__)
+
 REGISTERED_MODEL_NAME = os.environ["REGISTERED_MODEL_NAME"]
 MODEL_FILENAMES = os.environ["MODEL_FILENAMES"]
 
@@ -14,6 +17,7 @@
     reg_model = client.get_or_create_registered_model(REGISTERED_MODEL_NAME)
 
     for model_filename in MODEL_FILENAMES.splitlines():
+        logger.info('Registering model "%s"', model_filename)
         model_ver = reg_model.create_standard_model(
             pickle.load(model_filename),
             environment=Python.read_pip_file(

From 5abb4f51d2689f5240ffe244b70c26b20b514eb7 Mon Sep 17 00:00:00 2001
From: Michael Liu <miliu@verta.ai>
Date: Thu, 27 Apr 2023 14:49:45 -0700
Subject: [PATCH 12/36] Add first model

---
 models/2023-04-27T14:49:36.287566.pkl | Bin 0 -> 1521 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)
 create mode 100644 models/2023-04-27T14:49:36.287566.pkl

diff --git a/models/2023-04-27T14:49:36.287566.pkl b/models/2023-04-27T14:49:36.287566.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..1c0b9397c4878a7ebe7acdc846197a8b1a91934a
GIT binary patch
literal 1521
zcmb_cU27Xh6y04({z{{S#)(@9N$EqoqC|2W*_I0dH!`#!vJY<Bmtuy|?yT;h*^lhZ
z+7U=lC^mT*3MJF`r1ZD-cl3@{O67*WRSVj=cScv|o_o&x-1z;khBN=@ols<Dl=E;b
zSbJq{^fpQ8m=QT<f~hPep`cQlH^$dBIt-0o|K?f$Ia3r<y74@Vm@v9|&I(1_1sidx
ziU}ruw2ArdGb$OLy)-kUKO63MqoZE;C_Z??x_d_ly(fpgct46B@AkTn_YU_>pv<Y!
z_g4_Dq9ZYt%II4aC?c7XiYi+knlnVWMM#oGrC@{@y@3Jc>0-%Ku5byCZdMJ(Wg04;
zrM5N9-Xz143x(&^B)1jyMjxAdVS`J=<PW@ogO4|G2mO9Ma=v#=aA{h)E}4jp-lT=%
zF%6Y8S4JOoevqt?orDWsc22UeOjxR9hrOanE*NfD;$%nCb7mnkL1K=R$R`Hw4sP_l
zx@%f3%Y|+01|c~O$8==-3T$I3P3#)BZD4<CgU`z#nDYm>^v7h`-!+!Ln%RQj!(IIm
zAumfR7L{~!KCCt&3!;!@Len%uevu@J^>KbpLdF*ni)ks8O$D~fN(>L+4q{rzWERf%
z5jxINmPG}9$3{!t5m^qaaY=J#Y?mXE4XLR9th_Q;r@MMRFIdDwWnjmL`#!R7r_jLX
zVgFb;Z{4Xo_1=2#oOj-dbGA0CsoJ#mi|aZsH(onaXN3EIxTg+xrrw|KukNg_>eIU2
zpVq4h`g)TqRBM(AiHZ&ZHDmPJITa<t1R@3&j!Bp$IZ`o1s(G51sKQS^+{sF1w-i$R
zP}gZO!UAjKi)vBB7l!Z8=<ohRBy&AP!%iqTil#I7*5Z5Vunxg2k0*p@Rx^72qM&)s
z3N!e&zqRdcx%a#c7d52a7}dKJ5`6iAQ^D7tUN>+1pV9_e|076LC;IGm<vy0=YC=LL
z1X`_iiXg4n;Sv0_5Pa28WOZE){+j)!E)EYKw2<aTHI6IPKRg{Y(K_D3I`GBP508K?
zh5r<G_03A_@0GPTGtdoSKd|bBg8&W#=$#q(dS(_XylqKQbcLGNWo0C+2LOA(|5X87
z-Ktt$GzrXJBbR1b*@t61vxy$yNuCu7d4OYk1p4p-`WT(y`{a!&D-4KB-$73f@rK1~
bCSeM)$Xdn!4R0UJhXe}=bP^()d#C+3h`}}1

literal 0
HcmV?d00001


From 44c84c49f9c4eaf182442313916df86749360b02 Mon Sep 17 00:00:00 2001
From: Michael Liu <miliu@verta.ai>
Date: Thu, 27 Apr 2023 14:51:14 -0700
Subject: [PATCH 13/36] Try removing leading ./

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

diff --git a/.github/workflows/register_verta_model.yaml b/.github/workflows/register_verta_model.yaml
index 55b3b8b..01b8f95 100644
--- a/.github/workflows/register_verta_model.yaml
+++ b/.github/workflows/register_verta_model.yaml
@@ -3,7 +3,7 @@ name: Register Verta Model Version
 on:
   push:
     paths:
-      - ./models/*.pkl
+      - models/*.pkl
     branches:
       - workflow1
 

From b7a1487dca079a3cc5d5e87d160864c027b57750 Mon Sep 17 00:00:00 2001
From: Michael Liu <miliu@verta.ai>
Date: Thu, 27 Apr 2023 14:51:56 -0700
Subject: [PATCH 14/36] Remove paths filter

---
 .github/workflows/register_verta_model.yaml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/register_verta_model.yaml b/.github/workflows/register_verta_model.yaml
index 01b8f95..b29f9bb 100644
--- a/.github/workflows/register_verta_model.yaml
+++ b/.github/workflows/register_verta_model.yaml
@@ -2,8 +2,8 @@ name: Register Verta Model Version
 
 on:
   push:
-    paths:
-      - models/*.pkl
+    # paths:
+    #   - models/*.pkl
     branches:
       - workflow1
 

From 4fa57ef67761f41078a7f3e50cd0c2ee3a50a66b Mon Sep 17 00:00:00 2001
From: Michael Liu <miliu@verta.ai>
Date: Thu, 27 Apr 2023 14:52:14 -0700
Subject: [PATCH 15/36] Revert "Remove paths filter"

This reverts commit a059995cb0bc809008765fac5e4a2bab6854d51c.
---
 .github/workflows/register_verta_model.yaml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/register_verta_model.yaml b/.github/workflows/register_verta_model.yaml
index b29f9bb..01b8f95 100644
--- a/.github/workflows/register_verta_model.yaml
+++ b/.github/workflows/register_verta_model.yaml
@@ -2,8 +2,8 @@ name: Register Verta Model Version
 
 on:
   push:
-    # paths:
-    #   - models/*.pkl
+    paths:
+      - models/*.pkl
     branches:
       - workflow1
 

From 17465854bab6cbd22d77730426c3c467365a2268 Mon Sep 17 00:00:00 2001
From: Michael Liu <miliu@verta.ai>
Date: Thu, 27 Apr 2023 14:52:46 -0700
Subject: [PATCH 16/36] Export MODEL_FILENAMES

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

diff --git a/.github/workflows/register_verta_model.yaml b/.github/workflows/register_verta_model.yaml
index 01b8f95..49a6e8b 100644
--- a/.github/workflows/register_verta_model.yaml
+++ b/.github/workflows/register_verta_model.yaml
@@ -37,5 +37,5 @@ jobs:
           VERTA_DEV_KEY: ${{ secrets.TEST_ACCOUNT_DEV_KEY }}
           REGISTERED_MODEL_NAME: From GitHub Action
         run: |
-          MODEL_FILENAMES=$(git diff --diff-filter=A --relative --name-only ${{ github.event.before }} ${{ github.event.after }} | grep '\.pkl$')
+          export MODEL_FILENAMES=$(git diff --diff-filter=A --relative --name-only ${{ github.event.before }} ${{ github.event.after }} | grep '\.pkl$')
           python register_model_version.py

From 0d1078e46d809d280f0df3aed98ed4652285b209 Mon Sep 17 00:00:00 2001
From: Michael Liu <miliu@verta.ai>
Date: Thu, 27 Apr 2023 14:54:34 -0700
Subject: [PATCH 17/36] Use model filename as RMV name

---
 models/register_model_version.py | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/models/register_model_version.py b/models/register_model_version.py
index e266736..2925ade 100644
--- a/models/register_model_version.py
+++ b/models/register_model_version.py
@@ -19,7 +19,8 @@
     for model_filename in MODEL_FILENAMES.splitlines():
         logger.info('Registering model "%s"', model_filename)
         model_ver = reg_model.create_standard_model(
-            pickle.load(model_filename),
+            name=os.path.splitext(model_filename)[0],
+            model_cls=pickle.load(model_filename),
             environment=Python.read_pip_file(
                 os.path.join(os.path.dirname(__file__), "requirements.txt"),
             ),

From 65327d1673fcf2d18211153884f8bcb1200e7ed0 Mon Sep 17 00:00:00 2001
From: Michael Liu <miliu@verta.ai>
Date: Thu, 27 Apr 2023 14:57:40 -0700
Subject: [PATCH 18/36] Import cloudpickle

---
 models/register_model_version.py | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/models/register_model_version.py b/models/register_model_version.py
index 2925ade..5853a58 100644
--- a/models/register_model_version.py
+++ b/models/register_model_version.py
@@ -3,6 +3,7 @@
 import logging
 import os
 
+import cloudpickle
 from verta import Client
 from verta.environment import Python
 
@@ -20,7 +21,7 @@
         logger.info('Registering model "%s"', model_filename)
         model_ver = reg_model.create_standard_model(
             name=os.path.splitext(model_filename)[0],
-            model_cls=pickle.load(model_filename),
+            model_cls=cloudpickle.load(model_filename),
             environment=Python.read_pip_file(
                 os.path.join(os.path.dirname(__file__), "requirements.txt"),
             ),

From f77040605ac71d914087370a772da526a0814848 Mon Sep 17 00:00:00 2001
From: Michael Liu <miliu@verta.ai>
Date: Thu, 27 Apr 2023 15:00:50 -0700
Subject: [PATCH 19/36] Correctly unpickle model class

---
 models/register_model_version.py | 5 ++++-
 1 file changed, 4 insertions(+), 1 deletion(-)

diff --git a/models/register_model_version.py b/models/register_model_version.py
index 5853a58..3642481 100644
--- a/models/register_model_version.py
+++ b/models/register_model_version.py
@@ -18,10 +18,13 @@
     reg_model = client.get_or_create_registered_model(REGISTERED_MODEL_NAME)
 
     for model_filename in MODEL_FILENAMES.splitlines():
+        with open(model_filename, "rb") as f:
+            model_cls = cloudpickle.load(f)
+
         logger.info('Registering model "%s"', model_filename)
         model_ver = reg_model.create_standard_model(
             name=os.path.splitext(model_filename)[0],
-            model_cls=cloudpickle.load(model_filename),
+            model_cls=model_cls,
             environment=Python.read_pip_file(
                 os.path.join(os.path.dirname(__file__), "requirements.txt"),
             ),

From 4d73ea5220be034a9dbe0b484612c4f042024e85 Mon Sep 17 00:00:00 2001
From: Michael Liu <miliu@verta.ai>
Date: Thu, 27 Apr 2023 15:02:05 -0700
Subject: [PATCH 20/36] Don't bother with the RMV name

---
 models/register_model_version.py | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/models/register_model_version.py b/models/register_model_version.py
index 3642481..f357ecd 100644
--- a/models/register_model_version.py
+++ b/models/register_model_version.py
@@ -23,8 +23,7 @@
 
         logger.info('Registering model "%s"', model_filename)
         model_ver = reg_model.create_standard_model(
-            name=os.path.splitext(model_filename)[0],
-            model_cls=model_cls,
+            model_cls,
             environment=Python.read_pip_file(
                 os.path.join(os.path.dirname(__file__), "requirements.txt"),
             ),

From a2e3d5bb8bde6d6ebe7c83e18adc62cb77311ec4 Mon Sep 17 00:00:00 2001
From: Michael Liu <miliu@verta.ai>
Date: Thu, 27 Apr 2023 15:04:19 -0700
Subject: [PATCH 21/36] Correctly set environment version

---
 models/register_model_version.py | 8 +++++---
 1 file changed, 5 insertions(+), 3 deletions(-)

diff --git a/models/register_model_version.py b/models/register_model_version.py
index f357ecd..871b4ef 100644
--- a/models/register_model_version.py
+++ b/models/register_model_version.py
@@ -21,10 +21,12 @@
         with open(model_filename, "rb") as f:
             model_cls = cloudpickle.load(f)
 
+        requirements = Python.read_pip_file(
+            os.path.join(os.path.dirname(__file__), "requirements.txt"),
+        )
+
         logger.info('Registering model "%s"', model_filename)
         model_ver = reg_model.create_standard_model(
             model_cls,
-            environment=Python.read_pip_file(
-                os.path.join(os.path.dirname(__file__), "requirements.txt"),
-            ),
+            environment=Python(requirements),
         )

From e79baeac95f227562a3b1e66865e474df41d5ef2 Mon Sep 17 00:00:00 2001
From: Michael Liu <miliu@verta.ai>
Date: Thu, 27 Apr 2023 15:13:42 -0700
Subject: [PATCH 22/36] Log INFO

---
 models/register_model_version.py | 1 +
 1 file changed, 1 insertion(+)

diff --git a/models/register_model_version.py b/models/register_model_version.py
index 871b4ef..48e148f 100644
--- a/models/register_model_version.py
+++ b/models/register_model_version.py
@@ -8,6 +8,7 @@
 from verta.environment import Python
 
 logger = logging.getLogger(__name__)
+logger.setLevel(logging.INFO)
 
 REGISTERED_MODEL_NAME = os.environ["REGISTERED_MODEL_NAME"]
 MODEL_FILENAMES = os.environ["MODEL_FILENAMES"]

From 39964ce8e3ff326b27b50021a32859412216808b Mon Sep 17 00:00:00 2001
From: Michael Liu <miliu@verta.ai>
Date: Thu, 27 Apr 2023 15:14:03 -0700
Subject: [PATCH 23/36] Clear out existing models

---
 models/2023-04-27T14:49:36.287566.pkl | Bin 1521 -> 0 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)
 delete mode 100644 models/2023-04-27T14:49:36.287566.pkl

diff --git a/models/2023-04-27T14:49:36.287566.pkl b/models/2023-04-27T14:49:36.287566.pkl
deleted file mode 100644
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GIT binary patch
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From 097733cea63ed653615859ea9d0b3e031bec2bfd Mon Sep 17 00:00:00 2001
From: Michael Liu <miliu@verta.ai>
Date: Thu, 27 Apr 2023 15:39:06 -0700
Subject: [PATCH 24/36] Print instead of logging

---
 models/register_model_version.py | 5 +----
 1 file changed, 1 insertion(+), 4 deletions(-)

diff --git a/models/register_model_version.py b/models/register_model_version.py
index 48e148f..933336b 100644
--- a/models/register_model_version.py
+++ b/models/register_model_version.py
@@ -1,14 +1,11 @@
 # -*- coding: utf-8 -*-
 
-import logging
 import os
 
 import cloudpickle
 from verta import Client
 from verta.environment import Python
 
-logger = logging.getLogger(__name__)
-logger.setLevel(logging.INFO)
 
 REGISTERED_MODEL_NAME = os.environ["REGISTERED_MODEL_NAME"]
 MODEL_FILENAMES = os.environ["MODEL_FILENAMES"]
@@ -26,7 +23,7 @@
             os.path.join(os.path.dirname(__file__), "requirements.txt"),
         )
 
-        logger.info('Registering model "%s"', model_filename)
+        print(f'Registering model "{model_filename}"')
         model_ver = reg_model.create_standard_model(
             model_cls,
             environment=Python(requirements),

From 738704ad1946be44400c413de874745474f7bb6b Mon Sep 17 00:00:00 2001
From: Michael Liu <miliu@verta.ai>
Date: Thu, 27 Apr 2023 15:47:20 -0700
Subject: [PATCH 25/36] Include renamed files

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

diff --git a/.github/workflows/register_verta_model.yaml b/.github/workflows/register_verta_model.yaml
index 49a6e8b..d6628b8 100644
--- a/.github/workflows/register_verta_model.yaml
+++ b/.github/workflows/register_verta_model.yaml
@@ -37,5 +37,5 @@ jobs:
           VERTA_DEV_KEY: ${{ secrets.TEST_ACCOUNT_DEV_KEY }}
           REGISTERED_MODEL_NAME: From GitHub Action
         run: |
-          export MODEL_FILENAMES=$(git diff --diff-filter=A --relative --name-only ${{ github.event.before }} ${{ github.event.after }} | grep '\.pkl$')
+          export MODEL_FILENAMES=$(git diff --diff-filter=AR --relative --name-only ${{ github.event.before }} ${{ github.event.after }} | grep '\.pkl$')
           python register_model_version.py

From 06f0ae67d8732432d4bc2412d9ab4c0f9ec244f2 Mon Sep 17 00:00:00 2001
From: Michael Liu <miliu@verta.ai>
Date: Thu, 27 Apr 2023 15:42:56 -0700
Subject: [PATCH 26/36] Add model

---
 models/2023-04-27T15:42:56.315299.pkl | Bin 0 -> 1521 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)
 create mode 100644 models/2023-04-27T15:42:56.315299.pkl

diff --git a/models/2023-04-27T15:42:56.315299.pkl b/models/2023-04-27T15:42:56.315299.pkl
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From f8cd314b63b5997dea11bfb1824cf3a64bfd3679 Mon Sep 17 00:00:00 2001
From: Michael Liu <miliu@verta.ai>
Date: Thu, 27 Apr 2023 15:42:57 -0700
Subject: [PATCH 27/36] Add model

---
 models/2023-04-27T15:42:57.456224.pkl | Bin 0 -> 1521 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)
 create mode 100644 models/2023-04-27T15:42:57.456224.pkl

diff --git a/models/2023-04-27T15:42:57.456224.pkl b/models/2023-04-27T15:42:57.456224.pkl
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From 57d7c36e49e62786dfd27fb3f1afabb67e38a177 Mon Sep 17 00:00:00 2001
From: Michael Liu <miliu@verta.ai>
Date: Thu, 27 Apr 2023 15:42:59 -0700
Subject: [PATCH 28/36] Add model

---
 models/2023-04-27T15:42:59.015792.pkl | Bin 0 -> 1521 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)
 create mode 100644 models/2023-04-27T15:42:59.015792.pkl

diff --git a/models/2023-04-27T15:42:59.015792.pkl b/models/2023-04-27T15:42:59.015792.pkl
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literal 0
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From bfc00aefb311e260e73b9d51198c02d1eb907bb5 Mon Sep 17 00:00:00 2001
From: Michael Liu <miliu@verta.ai>
Date: Thu, 27 Apr 2023 15:43:22 -0700
Subject: [PATCH 29/36] Add 2 models

---
 models/2023-04-27T15:43:15.173062.pkl | Bin 0 -> 1521 bytes
 models/2023-04-27T15:43:16.495668.pkl | Bin 0 -> 1521 bytes
 2 files changed, 0 insertions(+), 0 deletions(-)
 create mode 100644 models/2023-04-27T15:43:15.173062.pkl
 create mode 100644 models/2023-04-27T15:43:16.495668.pkl

diff --git a/models/2023-04-27T15:43:15.173062.pkl b/models/2023-04-27T15:43:15.173062.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..21bffe2cd0bb59a1ef51e407b061907264aa2ac5
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diff --git a/models/2023-04-27T15:43:16.495668.pkl b/models/2023-04-27T15:43:16.495668.pkl
new file mode 100644
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From 38b5d7ac1291de1579a76066e06ceb2cbf32c032 Mon Sep 17 00:00:00 2001
From: Michael Liu <miliu@verta.ai>
Date: Mon, 1 May 2023 11:48:54 -0700
Subject: [PATCH 30/36] Remove leading ./

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

diff --git a/.github/workflows/register_verta_model.yaml b/.github/workflows/register_verta_model.yaml
index d6628b8..5397a7a 100644
--- a/.github/workflows/register_verta_model.yaml
+++ b/.github/workflows/register_verta_model.yaml
@@ -12,7 +12,7 @@ jobs:
     runs-on: ubuntu-latest
     defaults:
       run:
-        working-directory: ./models
+        working-directory: models
 
     steps:
       - uses: actions/checkout@v3

From d3a88274a75777b3ef69c356a6adc1823cfe1b89 Mon Sep 17 00:00:00 2001
From: Michael Liu <miliu@verta.ai>
Date: Mon, 1 May 2023 11:49:09 -0700
Subject: [PATCH 31/36] Add model

---
 models/2023-05-01T11:49:09.523073.pkl | Bin 0 -> 1521 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)
 create mode 100644 models/2023-05-01T11:49:09.523073.pkl

diff --git a/models/2023-05-01T11:49:09.523073.pkl b/models/2023-05-01T11:49:09.523073.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..bd59c630abcd8a5ffde7d89223860737a36cc6c3
GIT binary patch
literal 1521
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literal 0
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From 9894c525911a417cad5591f455ec1f28a91accb2 Mon Sep 17 00:00:00 2001
From: Michael Liu <miliu@verta.ai>
Date: Mon, 1 May 2023 12:21:31 -0700
Subject: [PATCH 32/36] Add docstrings

---
 .github/workflows/register_verta_model.yaml | 1 +
 models/register_model_version.py            | 9 ++++++---
 models/save_model_file.py                   | 7 +++++++
 3 files changed, 14 insertions(+), 3 deletions(-)

diff --git a/.github/workflows/register_verta_model.yaml b/.github/workflows/register_verta_model.yaml
index 5397a7a..d8af13d 100644
--- a/.github/workflows/register_verta_model.yaml
+++ b/.github/workflows/register_verta_model.yaml
@@ -36,6 +36,7 @@ jobs:
           VERTA_EMAIL: github_workflow_test@verta.ai
           VERTA_DEV_KEY: ${{ secrets.TEST_ACCOUNT_DEV_KEY }}
           REGISTERED_MODEL_NAME: From GitHub Action
+          REQUIREMENTS_FILENAME: requirements.txt
         run: |
           export MODEL_FILENAMES=$(git diff --diff-filter=AR --relative --name-only ${{ github.event.before }} ${{ github.event.after }} | grep '\.pkl$')
           python register_model_version.py
diff --git a/models/register_model_version.py b/models/register_model_version.py
index 933336b..0c2797d 100644
--- a/models/register_model_version.py
+++ b/models/register_model_version.py
@@ -1,5 +1,7 @@
 # -*- coding: utf-8 -*-
 
+"""This script takes model pickle files and registers them to Verta."""
+
 import os
 
 import cloudpickle
@@ -7,20 +9,21 @@
 from verta.environment import Python
 
 
+MODEL_FILENAMES = os.environ["MODEL_FILENAMES"].splitlines()
 REGISTERED_MODEL_NAME = os.environ["REGISTERED_MODEL_NAME"]
-MODEL_FILENAMES = os.environ["MODEL_FILENAMES"]
+REQUIREMENTS_FILENAME = os.environ["REQUIREMENTS_FILENAME"]
 
 
 if __name__ == "__main__":
     client = Client()
     reg_model = client.get_or_create_registered_model(REGISTERED_MODEL_NAME)
 
-    for model_filename in MODEL_FILENAMES.splitlines():
+    for model_filename in MODEL_FILENAMES:
         with open(model_filename, "rb") as f:
             model_cls = cloudpickle.load(f)
 
         requirements = Python.read_pip_file(
-            os.path.join(os.path.dirname(__file__), "requirements.txt"),
+            os.path.join(os.path.dirname(__file__), REQUIREMENTS_FILENAME),
         )
 
         print(f'Registering model "{model_filename}"')
diff --git a/models/save_model_file.py b/models/save_model_file.py
index 17ec851..8f18b1f 100644
--- a/models/save_model_file.py
+++ b/models/save_model_file.py
@@ -1,5 +1,12 @@
 # -*- coding: utf-8 -*-
 
+"""This script simply saves a pickled model class to disk.
+
+This is for demonstration purposes—meant to simulate a data scientist checking
+a model into the repo.
+
+"""
+
 from datetime import datetime
 import os
 

From 8691eb0e3246a8c695dc2921dfa66a4ce98ec7de Mon Sep 17 00:00:00 2001
From: Michael Liu <miliu@verta.ai>
Date: Mon, 1 May 2023 12:21:35 -0700
Subject: [PATCH 33/36] Add model

---
 models/2023-05-01T12:21:34.920392.pkl | Bin 0 -> 1521 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)
 create mode 100644 models/2023-05-01T12:21:34.920392.pkl

diff --git a/models/2023-05-01T12:21:34.920392.pkl b/models/2023-05-01T12:21:34.920392.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..580fb15e689f21f29e5a31cd3d8cf45a09f5d471
GIT binary patch
literal 1521
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HcmV?d00001


From e36b1d8cc1e1f4119aba1bd9942a5d1389b164e3 Mon Sep 17 00:00:00 2001
From: Michael Liu <miliu@verta.ai>
Date: Mon, 1 May 2023 12:48:50 -0700
Subject: [PATCH 34/36] Reorganize subdirs

---
 .github/workflows/register_verta_model.yaml      |   8 ++++----
 .../models/2023-05-01T12:48:34.291843.pkl        | Bin 0 -> 1550 bytes
 .../register_model_version.py                    |  12 ++++++------
 .../register-verta-model}/requirements.txt       |   0
 .../register-verta-model}/save_model_file.py     |   5 ++++-
 models/2023-04-27T15:42:56.315299.pkl            | Bin 1521 -> 0 bytes
 models/2023-04-27T15:42:57.456224.pkl            | Bin 1521 -> 0 bytes
 models/2023-04-27T15:42:59.015792.pkl            | Bin 1521 -> 0 bytes
 models/2023-04-27T15:43:15.173062.pkl            | Bin 1521 -> 0 bytes
 models/2023-04-27T15:43:16.495668.pkl            | Bin 1521 -> 0 bytes
 models/2023-05-01T11:49:09.523073.pkl            | Bin 1521 -> 0 bytes
 models/2023-05-01T12:21:34.920392.pkl            | Bin 1521 -> 0 bytes
 12 files changed, 14 insertions(+), 11 deletions(-)
 create mode 100644 github-actions/register-verta-model/models/2023-05-01T12:48:34.291843.pkl
 rename {models => github-actions/register-verta-model}/register_model_version.py (70%)
 rename {models => github-actions/register-verta-model}/requirements.txt (100%)
 rename {models => github-actions/register-verta-model}/save_model_file.py (83%)
 delete mode 100644 models/2023-04-27T15:42:56.315299.pkl
 delete mode 100644 models/2023-04-27T15:42:57.456224.pkl
 delete mode 100644 models/2023-04-27T15:42:59.015792.pkl
 delete mode 100644 models/2023-04-27T15:43:15.173062.pkl
 delete mode 100644 models/2023-04-27T15:43:16.495668.pkl
 delete mode 100644 models/2023-05-01T11:49:09.523073.pkl
 delete mode 100644 models/2023-05-01T12:21:34.920392.pkl

diff --git a/.github/workflows/register_verta_model.yaml b/.github/workflows/register_verta_model.yaml
index d8af13d..997c4b5 100644
--- a/.github/workflows/register_verta_model.yaml
+++ b/.github/workflows/register_verta_model.yaml
@@ -3,7 +3,7 @@ name: Register Verta Model Version
 on:
   push:
     paths:
-      - models/*.pkl
+      - github-actions/register-verta-model/models/*.pkl
     branches:
       - workflow1
 
@@ -12,7 +12,7 @@ jobs:
     runs-on: ubuntu-latest
     defaults:
       run:
-        working-directory: models
+        working-directory: github-actions/register-verta-model
 
     steps:
       - uses: actions/checkout@v3
@@ -36,7 +36,7 @@ jobs:
           VERTA_EMAIL: github_workflow_test@verta.ai
           VERTA_DEV_KEY: ${{ secrets.TEST_ACCOUNT_DEV_KEY }}
           REGISTERED_MODEL_NAME: From GitHub Action
-          REQUIREMENTS_FILENAME: requirements.txt
+          REQUIREMENTS_FILEPATH: requirements.txt
         run: |
-          export MODEL_FILENAMES=$(git diff --diff-filter=AR --relative --name-only ${{ github.event.before }} ${{ github.event.after }} | grep '\.pkl$')
+          export MODEL_FILEPATHS=$(git diff --diff-filter=AR --relative --name-only ${{ github.event.before }} ${{ github.event.after }} | grep '\.pkl$')
           python register_model_version.py
diff --git a/github-actions/register-verta-model/models/2023-05-01T12:48:34.291843.pkl b/github-actions/register-verta-model/models/2023-05-01T12:48:34.291843.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..7459d17d9fd2e14a7f75c77f1acfc40b09c0e07f
GIT binary patch
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literal 0
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diff --git a/models/register_model_version.py b/github-actions/register-verta-model/register_model_version.py
similarity index 70%
rename from models/register_model_version.py
rename to github-actions/register-verta-model/register_model_version.py
index 0c2797d..0173557 100644
--- a/models/register_model_version.py
+++ b/github-actions/register-verta-model/register_model_version.py
@@ -9,24 +9,24 @@
 from verta.environment import Python
 
 
-MODEL_FILENAMES = os.environ["MODEL_FILENAMES"].splitlines()
+MODEL_FILEPATHS = os.environ["MODEL_FILEPATHS"].splitlines()
 REGISTERED_MODEL_NAME = os.environ["REGISTERED_MODEL_NAME"]
-REQUIREMENTS_FILENAME = os.environ["REQUIREMENTS_FILENAME"]
+REQUIREMENTS_FILEPATH = os.environ["REQUIREMENTS_FILEPATH"]
 
 
 if __name__ == "__main__":
     client = Client()
     reg_model = client.get_or_create_registered_model(REGISTERED_MODEL_NAME)
 
-    for model_filename in MODEL_FILENAMES:
-        with open(model_filename, "rb") as f:
+    for model_filepath in MODEL_FILEPATHS:
+        with open(model_filepath, "rb") as f:
             model_cls = cloudpickle.load(f)
 
         requirements = Python.read_pip_file(
-            os.path.join(os.path.dirname(__file__), REQUIREMENTS_FILENAME),
+            os.path.join(os.path.dirname(__file__), REQUIREMENTS_FILEPATH),
         )
 
-        print(f'Registering model "{model_filename}"')
+        print(f'Registering model "{model_filepath}"')
         model_ver = reg_model.create_standard_model(
             model_cls,
             environment=Python(requirements),
diff --git a/models/requirements.txt b/github-actions/register-verta-model/requirements.txt
similarity index 100%
rename from models/requirements.txt
rename to github-actions/register-verta-model/requirements.txt
diff --git a/models/save_model_file.py b/github-actions/register-verta-model/save_model_file.py
similarity index 83%
rename from models/save_model_file.py
rename to github-actions/register-verta-model/save_model_file.py
index 8f18b1f..ba79b52 100644
--- a/models/save_model_file.py
+++ b/github-actions/register-verta-model/save_model_file.py
@@ -14,6 +14,9 @@
 from verta.registry import VertaModelBase, verify_io
 
 
+MODEL_DIR = os.path.join(os.path.dirname(__file__), "models")
+
+
 class Model(VertaModelBase):
     def __init__(self, artifacts=None):
         pass
@@ -25,6 +28,6 @@ def predict(self, input):
 
 if __name__ == "__main__":
     model_filename = f"{datetime.now().isoformat()}.pkl"
-    model_filepath = os.path.join(os.path.dirname(__file__), model_filename)
+    model_filepath = os.path.join(MODEL_DIR, model_filename)
     with open(model_filepath, "wb") as f:
         cloudpickle.dump(Model, f)
diff --git a/models/2023-04-27T15:42:56.315299.pkl b/models/2023-04-27T15:42:56.315299.pkl
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From b529c58831a8386d5f4a9229d147b62323b44c4c Mon Sep 17 00:00:00 2001
From: Michael Liu <miliu@verta.ai>
Date: Mon, 1 May 2023 13:04:15 -0700
Subject: [PATCH 35/36] Use filename as RMV name

---
 github-actions/register-verta-model/register_model_version.py | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/github-actions/register-verta-model/register_model_version.py b/github-actions/register-verta-model/register_model_version.py
index 0173557..2f1b172 100644
--- a/github-actions/register-verta-model/register_model_version.py
+++ b/github-actions/register-verta-model/register_model_version.py
@@ -28,6 +28,7 @@
 
         print(f'Registering model "{model_filepath}"')
         model_ver = reg_model.create_standard_model(
-            model_cls,
+            name=os.path.basename(model_filepath).replace(":", "_").replace(".", "_"),
+            model_cls=model_cls,
             environment=Python(requirements),
         )

From bb063adba1a07e469d206eabd946e63defe8efad Mon Sep 17 00:00:00 2001
From: Michael Liu <miliu@verta.ai>
Date: Mon, 1 May 2023 13:04:53 -0700
Subject: [PATCH 36/36] Add model

---
 .../models/2023-05-01T13:04:53.716043.pkl        | Bin 0 -> 1550 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)
 create mode 100644 github-actions/register-verta-model/models/2023-05-01T13:04:53.716043.pkl

diff --git a/github-actions/register-verta-model/models/2023-05-01T13:04:53.716043.pkl b/github-actions/register-verta-model/models/2023-05-01T13:04:53.716043.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..2b18da9da39abce232fff07211ba203fe0f693e1
GIT binary patch
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