Task
User Journey for Exploring GitHub Repository
As a developer, I explore the GitHub repository for Titan Systems, so that I can understand existing issues and potential features to contribute to the project.
Success definition: Given I am on the Titan Systems GitHub repository When I explore the issues section and click on an open issue Then I should see the details and discussions about the issue.
Trajectory
Step 1:
Url (before/after):
https://applytitan.com/
https://github.com/Titan-Systems/titan
Content (before/after):
RootWebArea Snowflake Access Management - Titan, focused, url='https://applytitan.com/'
[48] link logo, center=(126,45), url='https://applytitan.com/'
image logo, url='https://framerusercontent.com/images/ugHzBVWH17m5NTN9DK6HU6HpCis.png'
image, url='https://framerusercontent.com/images/Ff56hwfNRzHD67oIoBHFExLrdw.svg'
heading titan core
Show more
heading Open source infrastructure as code
paragraph
StaticText Titan Core helps you provision, deploy, and secure resources in Snowflake, replacing tools like Terraform.
paragraph
StaticText Define any Snowflake resource, including users, roles, schemas, databases, integrations,
StaticText pipes, stages, functions, and stored procedures, using declarative Python or YAML.
paragraph
[67] link View Repo, center=(960,439), url='https://github.com/Titan-Systems/titan'
generic
textbox Code Editor for example.py value='from titan import Blueprint
from titan.resources import Grant, Role, Warehouse
bp = Blueprint(resources=[
Role(name="transformer"),
Warehouse(
name="transforming",
warehouse_size="large",
auto_suspend=60,
),
Grant(
priv="usage",
to="transformer",
on="transforming"
),
])'
generic
textbox Code Editor for example.py value='plan = bp.plan(connection)
print(plan) # =>
"""
» account:ABC123
~ warehouse "urn::ABC123:warehouse/transforming" {
~ auto_suspend = 600 -> 60
}
+ grant "urn::ABC123:grant/..." {
+ priv = "USAGE"
+ on = warehouse "transforming"
+ to = role "transformer"
}
"""
bp.apply(connection, plan)'
banner
heading Backed by
image, url='https://framerusercontent.com/images/gCW2aMEIPx1ZTpzD1IkopKDYuNc.png?scale-down-to=512'
contentinfo
image logo, url='https://framerusercontent.com/images/ugHzBVWH17m5NTN9DK6HU6HpCis.png'
link, url='https://www.linkedin.com/company/titan-systems-inc'
link, url='https://github.com/Titan-Systems'
paragraph
paragraph
link contact@applytitan.com, url='mailto:contact@applytitan.com'
paragraph
StaticText © 2025 Titan Systems, Inc
RootWebArea GitHub - Titan-Systems/titan: Titan Core - Snowflake infrastructure-as-code. Provision environments, automate deploys, CI/CD. Manage RBAC, users, roles, and data access. Declarative Python Resource API. Change Management tool for the Snowflake data warehouse., focused, url='https://github.com/Titan-Systems/titan'
link Skip to content, url='https://github.com/Titan-Systems/titan#start-of-content'
banner
heading Navigation Menu
[193] link Homepage, center=(48,36), url='https://github.com/'
Show more
navigation Global
list
listitem
[202] button Product, center=(126,36), expanded=False, type=button
listitem
[264] button Solutions, center=(222,36), expanded=False, type=button
listitem
[306] button Resources, center=(329,36), expanded=False, type=button
listitem
[341] button Open Source, center=(451,36), expanded=False, type=button
listitem
[367] button Enterprise, center=(570,36), expanded=False, type=button
listitem
[397] link Pricing, center=(657,36), url='https://github.com/pricing'
[400] button Search or jump to…, center=(1564,36), hasPopup='dialog', inner_text=Search or jump to..., type=button
StaticText Search or jump to...
[521] link Sign in, center=(1769,36), url='https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2FTitan-Systems%2Ftitan'
[522] link Sign up, center=(1851,36), url='https://github.com/signup?ref_cta=Sign+up&ref_loc=header+logged+out&ref_page=%2F%3Cuser-name%3E%2F%3Crepo-name%3E&source=header-repo&source_repo=Titan-Systems%2Ftitan'
main
[547] link Titan-Systems, center=(120,103), url='https://github.com/Titan-Systems'
StaticText /
strong
[550] link titan, center=(218,103), url='https://github.com/Titan-Systems/titan'
StaticText Public
list
listitem
[556] link You must be signed in to change notification settings, center=(1593,102), inner_text=Notifications, url='https://github.com/login?return_to=%2FTitan-Systems%2Ftitan'
StaticText Notifications
listitem
[560] link Fork 32, center=(1712,102), url='https://github.com/login?return_to=%2FTitan-Systems%2Ftitan'
listitem
[565] link You must be signed in to star a repository, center=(1831,102), inner_text= Star 444, url='https://github.com/login?return_to=%2FTitan-Systems%2Ftitan'
StaticText Star
navigation Repository
list
listitem
[606] link Code, center=(70,158), url='https://github.com/Titan-Systems/titan'
listitem
[611] link Issues 15, center=(174,158), inner_text=Issues
15, url='https://github.com/Titan-Systems/titan/issues'
listitem
[616] link Pull requests 1, center=(320,158), inner_text=Pull requests
1, url='https://github.com/Titan-Systems/titan/pulls'
listitem
[621] link Discussions, center=(468,158), url='https://github.com/Titan-Systems/titan/discussions'
listitem
[626] link Actions, center=(583,158), url='https://github.com/Titan-Systems/titan/actions'
listitem
[631] link Security, center=(684,158), url='https://github.com/Titan-Systems/titan/security'
listitem
[636] link Insights, center=(786,158), url='https://github.com/Titan-Systems/titan/pulse'
heading Titan-Systems/titan
[716] button main branch, center=(404,222), expanded=False, hasPopup='menu', inner_text= main, type=button
StaticText main
[728] link 2 Branches, center=(509,222), type=button, url='https://github.com/Titan-Systems/titan/branches'
strong
StaticText 2
[733] link 92 Tags, center=(583,222), type=button, url='https://github.com/Titan-Systems/titan/tags'
strong
StaticText 92
combobox Go to file, expanded=False, hasPopup='dialog'
[758] button Code, center=(1194,222), expanded=False, hasPopup='menu', type=button
heading Folders and files
table Folders and files
rowgroup
row
columnheader Name
columnheader Last commit message
columnheader Last commit date
rowgroup
row
cell Latest commit titan-systems-bot commits by titan-systems-bot Bump version: 0.11.1 → 0.11.2 Commit 1303c08 · 2 weeks ago History 272 Commits
heading Latest commit
link titan-systems-bot, url='https://github.com/titan-systems-bot'
image titan-systems-bot, url='https://avatars.githubusercontent.com/u/173221243?v=4&size=40'
link commits by titan-systems-bot, url='https://github.com/Titan-Systems/titan/commits?author=titan-systems-bot'
link Bump version: 0.11.1 → 0.11.2, url='https://github.com/Titan-Systems/titan/commit/1303c083a7919f90084fc3613946676965f61599'
link Commit 1303c08, url='https://github.com/Titan-Systems/titan/commit/1303c083a7919f90084fc3613946676965f61599'
StaticText ·
StaticText 2 weeks ago
heading History
[796] link 272 Commits, center=(1181,281), url='https://github.com/Titan-Systems/titan/commits/main/'
StaticText 272 Commits
row
cell .github/workflows, (Directory)
[825] link .github/workflows, (Directory), center=(449,328), inner_text=.github/workflows, title=This path skips through empty directories, url='https://github.com/Titan-Systems/titan/tree/main/.github/workflows'
[828] cell blacksmith.sh: Migrate workflows to Blacksmith (#149), center=(911,328)
link blacksmith.sh: Migrate workflows to Blacksmith (, url='https://github.com/Titan-Systems/titan/commit/4dd9557ba0525bd0086b3f77bb93813e7a43cca7'
link #149, url='https://github.com/Titan-Systems/titan/pull/149'
link ), url='https://github.com/Titan-Systems/titan/commit/4dd9557ba0525bd0086b3f77bb93813e7a43cca7'
[830] cell 2 months ago, center=(1179,328)
row
cell docs, (Directory)
[846] link docs, (Directory), center=(410,368), inner_text=docs, title=docs, url='https://github.com/Titan-Systems/titan/tree/main/docs'
[847] cell [CHORE] tests and docs (#150), center=(911,368)
link [CHORE] tests and docs (, url='https://github.com/Titan-Systems/titan/commit/6b7385c61fc183307560d6899cbdde3eed0c3c87'
link #150, url='https://github.com/Titan-Systems/titan/pull/150'
link ), url='https://github.com/Titan-Systems/titan/commit/6b7385c61fc183307560d6899cbdde3eed0c3c87'
[849] cell 2 months ago, center=(1179,368)
row
cell examples, (Directory)
[865] link examples, (Directory), center=(425,410), inner_text=examples, title=examples, url='https://github.com/Titan-Systems/titan/tree/main/examples'
[866] cell [CHORE] adjust warehouses to reduce cost (#181), center=(911,410)
link [CHORE] adjust warehouses to reduce cost (, url='https://github.com/Titan-Systems/titan/commit/d37ca73232eeca83d123d5bd3873958c2ffdac20'
link #181, url='https://github.com/Titan-Systems/titan/pull/181'
link ), url='https://github.com/Titan-Systems/titan/commit/d37ca73232eeca83d123d5bd3873958c2ffdac20'
[868] cell 2 weeks ago, center=(1179,410)
row
cell images, (Directory)
[884] link images, (Directory), center=(418,450), inner_text=images, title=images, url='https://github.com/Titan-Systems/titan/tree/main/images'
[885] cell bugfix (#19), center=(911,450)
link bugfix (, url='https://github.com/Titan-Systems/titan/commit/a42c596d1e5820b94db470ee9d756729030012ae'
link #19, url='https://github.com/Titan-Systems/titan/pull/19'
link ), url='https://github.com/Titan-Systems/titan/commit/a42c596d1e5820b94db470ee9d756729030012ae'
[887] cell 11 months ago, center=(1179,450)
row
cell prompts, (Directory)
[903] link prompts, (Directory), center=(420,492), inner_text=prompts, title=prompts, url='https://github.com/Titan-Systems/titan/tree/main/prompts'
[904] cell release/v0.11.0 (#174) Bump version, center=(911,492)
link release/v0.11.0 (, url='https://github.com/Titan-Systems/titan/commit/cf5a6c36e758863bf68b0156fb36f995dc8d1c30'
link #174, url='https://github.com/Titan-Systems/titan/pull/174'
link ) Bump version, url='https://github.com/Titan-Systems/titan/commit/cf5a6c36e758863bf68b0156fb36f995dc8d1c30'
[906] cell 2 weeks ago, center=(1179,492)
row
cell scripts, (Directory)
[922] link scripts, (Directory), center=(415,532), inner_text=scripts, title=scripts, url='https://github.com/Titan-Systems/titan/tree/main/scripts'
[923] cell bugfix (#19), center=(911,532)
link bugfix (, url='https://github.com/Titan-Systems/titan/commit/a42c596d1e5820b94db470ee9d756729030012ae'
link #19, url='https://github.com/Titan-Systems/titan/pull/19'
link ), url='https://github.com/Titan-Systems/titan/commit/a42c596d1e5820b94db470ee9d756729030012ae'
[925] cell 11 months ago, center=(1179,532)
row
cell tests, (Directory)
[941] link tests, (Directory), center=(410,574), inner_text=tests, title=tests, url='https://github.com/Titan-Systems/titan/tree/main/tests'
[942] cell [CHORE] adjust warehouses to reduce cost (#181), center=(911,574)
link [CHORE] adjust warehouses to reduce cost (, url='https://github.com/Titan-Systems/titan/commit/d37ca73232eeca83d123d5bd3873958c2ffdac20'
link #181, url='https://github.com/Titan-Systems/titan/pull/181'
link ), url='https://github.com/Titan-Systems/titan/commit/d37ca73232eeca83d123d5bd3873958c2ffdac20'
[944] cell 2 weeks ago, center=(1179,574)
row
cell titan, (Directory)
[960] link titan, (Directory), center=(408,614), inner_text=titan, title=titan, url='https://github.com/Titan-Systems/titan/tree/main/titan'
[961] cell [BUGFIX] fix vars for role names (#177), center=(911,614)
link [BUGFIX] fix vars for role names (, url='https://github.com/Titan-Systems/titan/commit/dc61f7f4db513f29a33ce58694a1b61bb7219525'
link #177, url='https://github.com/Titan-Systems/titan/pull/177'
link ), url='https://github.com/Titan-Systems/titan/commit/dc61f7f4db513f29a33ce58694a1b61bb7219525'
[963] cell 2 weeks ago, center=(1179,614)
row
cell tools, (Directory)
[979] link tools, (Directory), center=(410,656), inner_text=tools, title=tools, url='https://github.com/Titan-Systems/titan/tree/main/tools'
[980] cell [CHORE] adjust warehouses to reduce cost (#181), center=(911,656)
link [CHORE] adjust warehouses to reduce cost (, url='https://github.com/Titan-Systems/titan/commit/d37ca73232eeca83d123d5bd3873958c2ffdac20'
link #181, url='https://github.com/Titan-Systems/titan/pull/181'
link ), url='https://github.com/Titan-Systems/titan/commit/d37ca73232eeca83d123d5bd3873958c2ffdac20'
[982] cell 2 weeks ago, center=(1179,656)
row
cell .gitignore, (File)
[998] link .gitignore, (File), center=(424,696), inner_text=.gitignore, title=.gitignore, url='https://github.com/Titan-Systems/titan/blob/main/.gitignore'
[999] cell Iceberg (#114), center=(911,696)
link Iceberg (, url='https://github.com/Titan-Systems/titan/commit/54d159a73cf1ae2e0601e7959856a63693291f22'
link #114, url='https://github.com/Titan-Systems/titan/pull/114'
link ), url='https://github.com/Titan-Systems/titan/commit/54d159a73cf1ae2e0601e7959856a63693291f22'
[1001] cell 4 months ago, center=(1179,696)
row
cell LICENSE, (File)
[1017] link LICENSE, (File), center=(425,738), inner_text=LICENSE, title=LICENSE, url='https://github.com/Titan-Systems/titan/blob/main/LICENSE'
[1018] cell v0.1.0, center=(911,738)
link v0.1.0, url='https://github.com/Titan-Systems/titan/commit/15adc7fc7437a0dbf2528e13ee8adb4e4cb8e572'
[1020] cell last year, center=(1179,738)
row
cell MANIFEST.in, (File)
[1036] link MANIFEST.in, (File), center=(437,778), inner_text=MANIFEST.in, title=MANIFEST.in, url='https://github.com/Titan-Systems/titan/blob/main/MANIFEST.in'
[1037] cell Package config (#57), center=(911,778)
link Package config (, url='https://github.com/Titan-Systems/titan/commit/b4d85dd69840839d4df038a34daf0cdcf82c9de5'
link #57, url='https://github.com/Titan-Systems/titan/pull/57'
link ), url='https://github.com/Titan-Systems/titan/commit/b4d85dd69840839d4df038a34daf0cdcf82c9de5'
[1039] cell 7 months ago, center=(1179,778)
row
cell Makefile, (File)
[1055] link Makefile, (File), center=(421,820), inner_text=Makefile, title=Makefile, url='https://github.com/Titan-Systems/titan/blob/main/Makefile'
[1056] cell [FEATURE] skip show grants (#133), center=(911,820)
link [FEATURE] skip show grants (, url='https://github.com/Titan-Systems/titan/commit/639c6765841fb4091322b564b4ea77abddc517f2'
link #133, url='https://github.com/Titan-Systems/titan/pull/133'
link ), url='https://github.com/Titan-Systems/titan/commit/639c6765841fb4091322b564b4ea77abddc517f2'
[1058] cell 3 months ago, center=(1179,820)
row
cell README.md, (File)
[1074] link README.md, (File), center=(437,860), inner_text=README.md, title=README.md, url='https://github.com/Titan-Systems/titan/blob/main/README.md'
[1075] cell [CHORE] tests and docs (#150), center=(911,860)
link [CHORE] tests and docs (, url='https://github.com/Titan-Systems/titan/commit/6b7385c61fc183307560d6899cbdde3eed0c3c87'
link #150, url='https://github.com/Titan-Systems/titan/pull/150'
link ), url='https://github.com/Titan-Systems/titan/commit/6b7385c61fc183307560d6899cbdde3eed0c3c87'
[1077] cell 2 months ago, center=(1179,860)
row
cell conftest.py, (File)
[1093] link conftest.py, (File), center=(429,902), inner_text=conftest.py, title=conftest.py, url='https://github.com/Titan-Systems/titan/blob/main/conftest.py'
[1094] cell [CHORE] test account automation (#148), center=(911,902)
link [CHORE] test account automation (, url='https://github.com/Titan-Systems/titan/commit/1c8c585f963cb9a205ff53a0350a0cb18ccf61e1'
link #148, url='https://github.com/Titan-Systems/titan/pull/148'
link ), url='https://github.com/Titan-Systems/titan/commit/1c8c585f963cb9a205ff53a0350a0cb18ccf61e1'
[1096] cell 2 months ago, center=(1179,902)
row
cell pyproject.toml, (File)
[1112] link pyproject.toml, (File), center=(439,942), inner_text=pyproject.toml, title=pyproject.toml, url='https://github.com/Titan-Systems/titan/blob/main/pyproject.toml'
[1113] cell [FEATURE] Update github action (#140), center=(911,942)
link [FEATURE] Update github action (, url='https://github.com/Titan-Systems/titan/commit/4df8f7d902a49dc63237e30ec0095e5122fc0590'
link #140, url='https://github.com/Titan-Systems/titan/pull/140'
link ), url='https://github.com/Titan-Systems/titan/commit/4df8f7d902a49dc63237e30ec0095e5122fc0590'
[1115] cell 3 months ago, center=(1179,942)
row
cell requirements.dev.txt, (File)
[1131] link requirements.dev.txt, (File), center=(458,984), inner_text=requirements.dev.txt, title=requirements.dev.txt, url='https://github.com/Titan-Systems/titan/blob/main/requirements.dev.txt'
[1132] cell Resource coverage helper, center=(911,984)
link Resource coverage helper, url='https://github.com/Titan-Systems/titan/commit/8e929c1f2362189b92ad502fc533098030c69b2e'
[1134] cell 2 years ago, center=(1179,984)
row
cell requirements.txt, (File)
[1150] link requirements.txt, (File), center=(445,1024), inner_text=requirements.txt, title=requirements.txt, url='https://github.com/Titan-Systems/titan/blob/main/requirements.txt'
[1151] cell some cleanup, center=(911,1024)
link some cleanup, url='https://github.com/Titan-Systems/titan/commit/fc847d75b3d1be959a2c7c6fb84283393d8d5dd7'
[1153] cell 2 years ago, center=(1179,1024)
row
cell setup.py, (File)
[1169] link setup.py, (File), center=(421,1066), inner_text=setup.py, title=setup.py, url='https://github.com/Titan-Systems/titan/blob/main/setup.py'
[1170] cell [CHORE] dependency pinning (#168), center=(911,1066)
link [CHORE] dependency pinning (, url='https://github.com/Titan-Systems/titan/commit/db09038d60f392378e3c9b7a3cf6a1bc830f3575'
link #168, url='https://github.com/Titan-Systems/titan/pull/168'
link ), url='https://github.com/Titan-Systems/titan/commit/db09038d60f392378e3c9b7a3cf6a1bc830f3575'
[1172] cell 2 months ago, center=(1179,1066)
row
cell version.md, (File)
link version.md, (File), url='https://github.com/Titan-Systems/titan/blob/main/version.md'
cell Bump version: 0.11.1 → 0.11.2
link Bump version: 0.11.1 → 0.11.2, url='https://github.com/Titan-Systems/titan/commit/1303c083a7919f90084fc3613946676965f61599'
cell 2 weeks ago
heading Repository files navigation
navigation Repository files
list
listitem
link README, url='https://github.com/Titan-Systems/titan#'
listitem
link Apache-2.0 license, url='https://github.com/Titan-Systems/titan#'
button Outline, expanded=False, hasPopup='menu'
article
heading titan core - Snowflake infrastructure as code
code
link Permalink: titan core - Snowflake infrastructure as code, url='https://github.com/Titan-Systems/titan#titan-core---snowflake-infrastructure-as-code'
paragraph
StaticText Titan Core helps you provision, deploy, and secure resources in Snowflake. It replaces tools like Terraform, Schemachange, or Permifrost.
paragraph
StaticText Deploy any Snowflake resource, including users, roles, schemas, databases, integrations, pipes, stages, functions, stored procedures, and more. Convert adhoc, bug-prone SQL management scripts into simple, repeatable configuration.
paragraph
StaticText Titan Core is for:
list
listitem
ListMarker •
StaticText DevOps engineers looking to automate and manage Snowflake infrastructure.
listitem
ListMarker •
StaticText Analytics engineers working with dbt who want to manage Snowflake resources without macros.
listitem
ListMarker •
StaticText Data platform teams who need to reliably manage Snowflake with CI/CD.
listitem
ListMarker •
StaticText Organizations that prefer a git-based workflow for infrastructure management.
listitem
ListMarker •
StaticText Teams seeking to replace Terraform for Snowflake-related tasks.
code
StaticText ╔══════════╗ ╔═══════════╗
║ CONFIG ║ ║ SNOWFLAKE ║
╚══════════╝ ╚═══════════╝
┏━━━━━━━━━━━┓ ┏━━━━━━━━━━━┓
┌─┫ WAREHOUSE ┣─────┐ ┌─┫ WAREHOUSE ┣───────────┐
│ ┗━━━━━━━━━━━┛ │ ALTER │ ┗━━━━━━━━━━━┛ │
│ name: ETL │─────┐ ┌─ WAREHOUSE ─▶│ name: ETL │
│ auto_suspend: 60 │ │ │ │ auto_suspend: 300 -> 60 │
└───────────────────┘ ╔══▼═══════════╩═╗ └─────────────────────────┘
║ ║
║ TITAN CORE ║
┏━━━━━━┓ ║ ║ ┏━━━━━━┓
┌─┫ ROLE ┣──────────┐ ╚══▲═══════════╦═╝ ┌─┫ ROLE ┣────────────────┐
│ ┗━━━━━━┛ │ │ │ │ ┗━━━━━━┛ │
│ name: TRANSFORMER │─────┘ └─ CREATE ────▶│ name: TRANSFORMER │
└───────────────────┘ ROLE └─────────────────────────┘
button Copy
heading Key Features
link Permalink: Key Features, url='https://github.com/Titan-Systems/titan#key-features'
list
listitem
ListMarker •
paragraph
strong
StaticText Declarative
StaticText » Generates the right SQL to make your config and account match
listitem
ListMarker •
paragraph
strong
StaticText Comprehensive
StaticText » Nearly every Snowflake resource is supported
listitem
ListMarker •
paragraph
strong
StaticText Flexible
StaticText » Write resource configuration in YAML or Python
listitem
ListMarker •
paragraph
strong
StaticText Fast
StaticText » Titan Core runs 50-90% faster than Terraform and Permifrost
listitem
ListMarker •
paragraph
strong
StaticText Migration-friendly
StaticText » Generate config automatically with the export CLI
heading Open Source
link Permalink: Open Source, url='https://github.com/Titan-Systems/titan#open-source'
paragraph
StaticText This project is licensed under the Apache 2.0 License - see
link LICENSE, url='https://github.com/Titan-Systems/titan/blob/main/LICENSE'
StaticText for details. The source code for Titan Core is available on
link Github, url='https://github.com/Titan-Systems/titan'
StaticText .
heading Documentation
link Permalink: Documentation, url='https://github.com/Titan-Systems/titan#documentation'
paragraph
StaticText You can find comprehensive
link Titan Core documentation on GitBook, url='https://titan-core.gitbook.io/titan-core'
StaticText .
heading Getting Started
link Permalink: Getting Started, url='https://github.com/Titan-Systems/titan#getting-started'
paragraph
StaticText If you're new, the best place to start is with the Python package.
heading Install from PyPi (MacOS, Linux)
link Permalink: Install from PyPi (MacOS, Linux), url='https://github.com/Titan-Systems/titan#install-from-pypi-macos-linux'
StaticText python -m venv .venv
StaticText source
StaticText .venv/bin/activate
python -m pip install titan-core
button Copy
heading Install from PyPi (Windows)
link Permalink: Install from PyPi (Windows), url='https://github.com/Titan-Systems/titan#install-from-pypi-windows'
StaticText python -m venv .venv
.\.venv\Scripts\activate
python -m pip install titan-core
button Copy
heading Python example
link Permalink: Python example, url='https://github.com/Titan-Systems/titan#python-example'
StaticText import
StaticText os
StaticText import
StaticText snowflake
StaticText .
StaticText connector
StaticText from
StaticText titan
StaticText .
StaticText blueprint
StaticText import
StaticText Blueprint
StaticText ,
StaticText print_plan
StaticText from
StaticText titan
StaticText .
StaticText resources
StaticText import
StaticText Grant
StaticText ,
StaticText Role
StaticText ,
StaticText Warehouse
StaticText # Configure resources by instantiating Python objects.
StaticText role
StaticText =
StaticText Role
StaticText (
StaticText name
StaticText =
StaticText "transformer"
StaticText )
StaticText warehouse
StaticText =
StaticText Warehouse
StaticText (
StaticText name
StaticText =
StaticText "transforming"
StaticText ,
StaticText warehouse_size
StaticText =
StaticText "large"
StaticText ,
StaticText auto_suspend
StaticText =
StaticText 60
StaticText ,
)
StaticText usage_grant
StaticText =
StaticText Grant
StaticText (
StaticText priv
StaticText =
StaticText "usage"
StaticText ,
StaticText to
StaticText =
StaticText role
StaticText ,
StaticText on
StaticText =
StaticText warehouse
StaticText )
StaticText # Titan compares your config to a Snowflake account. Create a Snowflake
StaticText # connection to allow Titan to connect to your account.
StaticText connection_params
StaticText =
StaticText {
StaticText "account"
StaticText :
StaticText os
StaticText .
StaticText environ
StaticText [
StaticText "SNOWFLAKE_ACCOUNT"
StaticText ],
StaticText "user"
StaticText :
StaticText os
StaticText .
StaticText environ
StaticText [
StaticText "SNOWFLAKE_USER"
StaticText ],
StaticText "password"
StaticText :
StaticText os
StaticText .
StaticText environ
StaticText [
StaticText "SNOWFLAKE_PASSWORD"
StaticText ],
StaticText "role"
StaticText :
StaticText "SYSADMIN"
StaticText ,
}
StaticText session
StaticText =
StaticText snowflake
StaticText .
StaticText connector
StaticText .
StaticText connect
StaticText (
StaticText **
StaticText connection_params
StaticText )
StaticText # Create a Blueprint and pass your resources into it. A Blueprint helps you
StaticText # validate and deploy a set of resources.
StaticText bp
StaticText =
StaticText Blueprint
StaticText (
StaticText resources
StaticText =
StaticText [
StaticText role
StaticText ,
StaticText warehouse
StaticText ,
StaticText usage_grant
StaticText ,
])
StaticText # Blueprint works like Terraform. Calling plan(...) will compare your config
StaticText # to the state of your Snowflake account and return a list of changes.
StaticText plan
StaticText =
StaticText bp
StaticText .
StaticText plan
StaticText (
StaticText session
StaticText )
StaticText print_plan
StaticText (
StaticText plan
StaticText )
StaticText # =>
StaticText """
StaticText » titan core
StaticText » Plan: 4 to add, 0 to change, 0 to destroy.
StaticText + urn::ABCD123:warehouse/transforming {
StaticText + name = "transforming"
StaticText + owner = "SYSADMIN"
StaticText + warehouse_type = "STANDARD"
StaticText + warehouse_size = "LARGE"
StaticText ...
StaticText }
StaticText + urn::ABCD123:role/transformer {
StaticText + name = "transformer"
StaticText + owner = "USERADMIN"
StaticText + tags = None
StaticText + comment = None
StaticText }
StaticText + urn::ABCD123:grant/TRANSFORMER?priv=USAGE&on=warehouse/TRANSFORMING {
StaticText + priv = "USAGE"
StaticText + on = "transforming"
StaticText + on_type = "WAREHOUSE"
StaticText + to = TRANSFORMER
StaticText ...
StaticText }
StaticText """
StaticText # Calling apply(...) will convert your plan into the right set of SQL commands
StaticText # and run them against your Snowflake account.
StaticText bp
StaticText .
StaticText apply
StaticText (
StaticText session
StaticText ,
StaticText plan
StaticText )
StaticText # =>
StaticText """
StaticText [TITAN_USER:SYSADMIN] > USE SECONDARY ROLES ALL
StaticText [TITAN_USER:SYSADMIN] > CREATE WAREHOUSE TRANSFORMING warehouse_type = STANDARD ...
StaticText [TITAN_USER:SYSADMIN] > USE ROLE USERADMIN
StaticText [TITAN_USER:USERADMIN] > CREATE ROLE TRANSFORMER
StaticText [TITAN_USER:USERADMIN] > USE ROLE SYSADMIN
StaticText [TITAN_USER:SYSADMIN] > GRANT USAGE ON WAREHOUSE transforming TO TRANSFORMER
StaticText """
button Copy
heading Using the CLI
link Permalink: Using the CLI, url='https://github.com/Titan-Systems/titan#using-the-cli'
paragraph
StaticText You can use the CLI to generate a plan, apply a plan, or export resources. To use the CLI, install the Python package and call
code
StaticText python -m titan
StaticText from the command line.
paragraph
StaticText The CLI allows you to
code
StaticText plan
StaticText and
code
StaticText apply
StaticText a Titan Core YAML config. You can specify a single input file or a directory of configs.
paragraph
StaticText In addition to
code
StaticText plan
StaticText and
code
StaticText apply
StaticText , the CLI also allows you to
code
StaticText export
StaticText resources. This makes it easy to generate a config for an existing Snowflake environment.
paragraph
StaticText To connect with Snowflake, the CLI uses environment variables. The following `are supported:
list
listitem
ListMarker •
code
StaticText SNOWFLAKE_ACCOUNT
listitem
ListMarker •
code
StaticText SNOWFLAKE_USER
listitem
ListMarker •
code
StaticText SNOWFLAKE_PASSWORD
listitem
ListMarker •
code
StaticText SNOWFLAKE_DATABASE
listitem
ListMarker •
code
StaticText SNOWFLAKE_SCHEMA
listitem
ListMarker •
code
StaticText SNOWFLAKE_ROLE
listitem
ListMarker •
code
StaticText SNOWFLAKE_WAREHOUSE
listitem
ListMarker •
code
StaticText SNOWFLAKE_MFA_PASSCODE
listitem
ListMarker •
code
StaticText SNOWFLAKE_AUTHENTICATOR
heading CLI Example
link Permalink: CLI Example, url='https://github.com/Titan-Systems/titan#cli-example'
paragraph
StaticText Show the help message
StaticText titan --help
StaticText #
StaticText Usage: titan [OPTIONS] COMMAND [ARGS]...
StaticText #
StaticText #
StaticText titan core helps you manage your Snowflake environment.
StaticText #
StaticText #
StaticText Options:
StaticText #
StaticText --help Show this message and exit.
StaticText #
StaticText #
StaticText Commands:
StaticText #
StaticText apply Apply a resource config to a Snowflake account
StaticText #
StaticText connect Test the connection to Snowflake
StaticText #
StaticText export Generate a resource config for existing Snowflake resources
StaticText #
StaticText plan Compare a resource config to the current state of Snowflake
button Copy
paragraph
StaticText Apply a resource config to Snowflake
StaticText #
StaticText Create a resource config file
StaticText cat
StaticText <<
StaticText EOF
StaticText > titan.yml
StaticText roles:
StaticText - name: transformer
StaticText warehouses:
StaticText - name: transforming
StaticText warehouse_size: LARGE
StaticText auto_suspend: 60
StaticText grants:
StaticText - to_role: transformer
StaticText priv: usage
StaticText on_warehouse: transforming
StaticText EOF
StaticText #
StaticText Set connection variables
StaticText export
StaticText SNOWFLAKE_ACCOUNT=
StaticText "
StaticText my-account
StaticText "
StaticText export
StaticText SNOWFLAKE_USER=
StaticText "
StaticText my-user
StaticText "
StaticText export
StaticText SNOWFLAKE_PASSWORD=
StaticText "
StaticText my-password
StaticText "
StaticText #
StaticText Generate a plan
StaticText titan plan --config titan.yml
StaticText #
StaticText Apply the config
StaticText titan apply --config titan.yml
button Copy
paragraph
StaticText Export existing Snowflake resources to YAML.
StaticText titan
StaticText export
StaticText \
--resource=warehouse,grant,role \
--out=titan.yml
button Copy
paragraph
StaticText The Titan Core Python package installs the CLI script
code
StaticText titan
StaticText . You can alternatively use Python CLI module syntax if you need fine-grained control over the Python environment.
StaticText python -m titan plan --config titan.yml
button Copy
heading Using the GitHub Action
link Permalink: Using the GitHub Action, url='https://github.com/Titan-Systems/titan#using-the-github-action'
paragraph
StaticText The Titan Core GitHub Action allows you to automate the deployment of Snowflake resources using a git-based workflow.
heading GitHub Action Example
link Permalink: GitHub Action Example, url='https://github.com/Titan-Systems/titan#github-action-example'
StaticText -- .github/workflows/titan.yml
StaticText name
StaticText :
StaticText Deploy to Snowflake with Titan
StaticText on
StaticText :
StaticText push
StaticText :
StaticText branches
StaticText :
StaticText [ main ]
StaticText paths
StaticText :
-
StaticText titan/**
StaticText jobs
StaticText :
StaticText deploy
StaticText :
StaticText runs-on
StaticText :
StaticText ubuntu-latest
StaticText steps
StaticText :
-
StaticText name
StaticText :
StaticText Checkout code
StaticText uses
StaticText :
StaticText actions/checkout@v4
StaticText -
StaticText name
StaticText :
StaticText Deploy to Snowflake
StaticText uses
StaticText :
StaticText Titan-Systems/titan-core-action@main
StaticText with
StaticText :
StaticText run-mode
StaticText :
StaticText create-or-update
StaticText resource-path
StaticText :
StaticText ./titan
StaticText allowlist
StaticText :
StaticText warehouse,role,grant
StaticText dry-run
StaticText :
StaticText false
StaticText env
StaticText :
StaticText SNOWFLAKE_ACCOUNT
StaticText :
StaticText ${{ secrets.SNOWFLAKE_ACCOUNT }}
StaticText SNOWFLAKE_USER
StaticText :
StaticText ${{ secrets.SNOWFLAKE_USER }}
StaticText SNOWFLAKE_PASSWORD
StaticText :
StaticText ${{ secrets.SNOWFLAKE_PASSWORD }}
StaticText SNOWFLAKE_ROLE
StaticText :
StaticText ${{ secrets.SNOWFLAKE_ROLE }}
StaticText SNOWFLAKE_WAREHOUSE
StaticText :
StaticText ${{ secrets.SNOWFLAKE_WAREHOUSE }}
button Copy
heading Titan Core Limitations
link Permalink: Titan Core Limitations, url='https://github.com/Titan-Systems/titan#titan-core-limitations'
list
listitem
ListMarker •
strong
StaticText Titan Core uses names as unique identifiers
StaticText . Renaming a resource will create a new one.
listitem
ListMarker •
StaticText Titan Core is not an ORM. It's not built to replace tools like SQLAlchemy.
listitem
ListMarker •
StaticText Titan Core is under active development. Some resources are not yet supported.
heading titan core vs other tools
code
link Permalink: titan core vs other tools, url='https://github.com/Titan-Systems/titan#titan-core-vs-other-tools'
table
rowgroup
row
columnheader Feature
columnheader Titan Core
columnheader Terraform
columnheader Schemachange
columnheader Permifrost
columnheader SnowDDL
rowgroup
row
cell Plan and Execute Changes
cell ✅
cell ✅
cell ❌
cell ✅
cell ✅
row
cell Declarative Config
cell ✅
cell ✅
cell ❌
cell ✅
cell ✅
row
cell No State File Dependency
cell ✅
cell ❌
cell ✅
cell ✅
cell ✅
row
cell Python-Based Definitions
cell ✅
cell w/ CDKTF
cell ❌
cell ❌
cell ✅
row
cell SQL Support
cell ✅
cell ❌
cell ✅
cell ❌
cell ❌
row
cell Dynamic Role Switching
cell ✅
cell ❌
cell N/A
cell ❌
cell ❌
row
cell Export Snowflake resources
cell ✅
cell ❌
cell ❌
cell ❌
cell ❌
heading titan core vs Terraform
code
link Permalink: titan core vs Terraform, url='https://github.com/Titan-Systems/titan#titan-core-vs-terraform'
paragraph
StaticText Terraform is an infrastructure-as-code tool using the HCL config language.
paragraph
StaticText The
link Snowflake provider for Terraform, url='https://github.com/Snowflake-Labs/terraform-provider-snowflake'
StaticText is limited to
strong
StaticText 1 role per provider
StaticText . This limitation is at odds with Snowflake's design, which is built to use multiple roles. This mismatch forces you into a complex multi-provider setup which can result in drift, permission errors, and broken plans.
paragraph
StaticText Titan Core streamlines this with
strong
StaticText dynamic role switching
StaticText . Titan Core automatically detects which role is needed for a given change, and switches to that role before making it. This speeds up development cycles and helps eliminate the use of
code
StaticText ACCOUNTADMIN
StaticText .
paragraph
StaticText Titan Core doesn't use a state file. This provides more accurate plans and eliminates issues with stale state.
heading titan core vs Schemachange
code
link Permalink: titan core vs Schemachange, url='https://github.com/Titan-Systems/titan#titan-core-vs-schemachange'
paragraph
link Schemachange, url='https://github.com/Snowflake-Labs/schemachange'
StaticText is a database migration tool based on Flyway. It uses SQL scripts to deploy resources to different environments.
paragraph
StaticText Schemachange is an imperative migration tool. For developers, that means you must know Snowflake's current state and the exact SQL commands needed to update it to the desired state. If environments get changed outside of the tool, your migration scripts may need significant adjustments.
paragraph
StaticText Titan Core simplifies this with a declarative approach. With Titan Core, just define what an environment should look like, you don't need to know the detailed steps or SQL commands needed to get there.
paragraph
StaticText Declarative config is less error-prone and more scalable, especially in dynamic and complex data environments.
heading titan core vs Permifrost
code
link Permalink: titan core vs Permifrost, url='https://github.com/Titan-Systems/titan#titan-core-vs-permifrost'
paragraph
link Permifrost, url='https://gitlab.com/gitlab-data/permifrost/'
StaticText is an access-management tool for Snowflake. It helps you automate the creation of users, roles, and grants. Permifrost only manages permissions, it doesn't manage any other aspect of your Snowflake account.
paragraph
StaticText Permifrost can be very slow. Running simple Permifrost configs can take minutes to run. Titan Core is designed to run in seconds, even with complex environments.
heading titan core vs SnowDDL
code
link Permalink: titan core vs SnowDDL, url='https://github.com/Titan-Systems/titan#titan-core-vs-snowddl'
paragraph
link SnowDDL, url='https://github.com/littleK0i/SnowDDL'
StaticText is a declarative object management tool for Snowflake, similar to Titan Core. It uses a streamlined
link permissions model, url='https://docs.snowddl.com/guides/permission-model'
StaticText that simplifies granting read and write access to databases and schemas.
paragraph
StaticText SnowDDL takes a strongly opinionated stance on roles in Snowflake. If you don't need a
link 3-tier role heirarchy, url='https://docs.snowddl.com/guides/role-hierarchy'
StaticText , SnowDDL may not be a good fit.
heading Resource support
link Permalink: Resource support, url='https://github.com/Titan-Systems/titan#resource-support'
heading Legend
link Permalink: Legend, url='https://github.com/Titan-Systems/titan#legend'
list
listitem
ListMarker •
StaticText ✅ Supported
listitem
ListMarker •
StaticText 🚧 Unstable
listitem
ListMarker •
StaticText ❌ Not Yet Supported
table
rowgroup
row
columnheader Name
columnheader Supported
rowgroup
row
cell Account Resources
strong
cell
row
cell Account Parameter
cell ✅
row
cell API Integration
cell ✅
row
cell Catalog Integration
cell
row
cell ↳ Glue
cell ✅
row
cell ↳ Object Store
cell ✅
row
cell Compute Pool
cell ✅
row
cell Connection
cell ❌
row
cell Database
cell ✅
row
cell External Access Integration
cell ✅
row
cell External Volume
cell ✅
row
cell Failover Group
cell 🚧
row
cell Grant
cell
row
cell ↳ Future Grant
cell ✅
row
cell ↳ Privilege Grant
cell ✅
row
cell ↳ Role Grant
cell ✅
row
cell Network Policy
cell ✅
row
cell Notification Integration
cell
row
cell ↳ Email
cell 🚧
row
cell ↳ AWS
cell 🚧
row
cell ↳ Azure
cell 🚧
row
cell ↳ GCP
cell 🚧
row
cell Replication Group
cell 🚧
row
cell Resource Monitor
cell ✅
row
cell Role
cell ✅
row
cell Role Grant
cell ✅
row
cell Scanner Package
cell ✅
row
cell Security Integration
cell
row
cell ↳ External API
cell ❌
row
cell ↳ External OAuth
cell ❌
row
cell ↳ Snowflake OAuth
cell 🚧
row
cell ↳ SAML2
cell ❌
row
cell ↳ SCIM
cell ❌
row
cell Share
cell ✅
row
cell Storage Integration
cell
row
cell ↳ AWS
cell ✅
row
cell ↳ Azure
cell ✅
row
cell ↳ GCS
cell ✅
row
cell Tag Reference
cell ✅
row
cell User
cell ✅
row
cell Warehouse
cell ✅
row
cell
cell
row
cell Database Resources
strong
cell
row
cell Database Role
cell ✅
row
cell Schema
cell ✅
row
cell
cell
row
cell Schema Resources
strong
cell
row
cell Aggregation Policy
cell ✅
row
cell Alert
cell ✅
row
cell Authentication Policy
cell ✅
row
cell Dynamic Table
cell ✅
row
cell Event Table
cell ✅
row
cell External Function
cell 🚧
row
cell External Table
cell ❌
row
cell File Format
cell
row
cell ↳ CSV
cell ✅
row
cell ↳ JSON
cell ✅
row
cell ↳ AVRO
cell ❌
row
cell ↳ ORC
cell ❌
row
cell ↳ Parquet
cell ✅
row
cell Hybrid Table
cell 🚧
row
cell Iceberg Table
cell
row
cell ↳ Snowflake Catalog
cell ✅
row
cell ↳ AWS Glue
cell ❌
row
cell ↳ Iceberg files
cell ❌
row
cell ↳ Delta files
cell ❌
row
cell ↳ REST Catalog
cell ❌
row
cell ↳ Open Catalog
cell ❌
row
cell Image Repository
cell ✅
row
cell Masking Policy
cell ❌
row
cell Materialized View
cell 🚧
row
cell Model
cell ❌
row
cell Network Rule
cell ✅
row
cell Notebook
cell ✅
row
cell Packages Policy
cell ✅
row
cell Password Policy
cell ✅
row
cell Pipe
cell ✅
row
cell Projection Policy
cell ❌
row
cell Row Access Policy
cell ❌
row
cell Secret
cell
row
cell ↳ Generic
cell ✅
row
cell ↳ OAuth
cell ✅
row
cell ↳ Password
cell ✅
row
cell Sequence
cell ✅
row
cell Service
cell ✅
row
cell Session Policy
cell 🚧
row
cell Stage
cell ✅
row
cell ↳ External
cell ✅
row
cell ↳ Internal
cell ✅
row
cell Stored Procedure
cell
row
cell ↳ Java
cell ❌
row
cell ↳ Javascript
cell ❌
row
cell ↳ Python
cell 🚧
row
cell ↳ Scala
cell ❌
row
cell ↳ SQL
cell ❌
row
cell Stream
cell
row
cell ↳ External Table
cell ❌
row
cell ↳ Stage
cell ✅
row
cell ↳ Table
cell ✅
row
cell ↳ View
cell ✅
row
cell Streamlit
cell ❌
row
cell Table
cell 🚧
row
cell Tag
cell ✅
row
cell Task
cell ✅
row
cell User-Defined Function
cell
row
cell ↳ Java
cell ❌
row
cell ↳ Javascript
cell 🚧
row
cell ↳ Python
cell ✅
row
cell ↳ Scala
cell ❌
row
cell ↳ SQL
cell ❌
row
cell View
cell ✅
heading What if I need a type of resource isn't supported?
link Permalink: What if I need a type of resource isn't supported?, url='https://github.com/Titan-Systems/titan#what-if-i-need-a-type-of-resource-isnt-supported'
paragraph
StaticText Please
link create a GitHub issue, url='https://github.com/Titan-Systems/titan/issues'
StaticText if there's a resource you need that isn't currently supported.
heading Contributing
link Permalink: Contributing, url='https://github.com/Titan-Systems/titan#contributing'
paragraph
StaticText Contributions are welcome! Titan Core does not require a contributor license agreement.
heading The End
link Permalink: The End, url='https://github.com/Titan-Systems/titan#the-end'
paragraph
StaticText If you got this far, don't forget to star this repo.
LayoutTable
LayoutTableRow
LayoutTableCell About Titan Core - Snowflake infrastructure-as-code. Provision environments, automate deploys, CI/CD. Manage RBAC, users, roles, and data access. Declarative Python Resource API. Change Management tool for the Snowflake data warehouse. Topics devops snowflake data-warehouse secops data-engineering dataops rbac data-governance compliance-as-code Resources Readme License Apache-2.0 license Activity Custom properties Stars 444 stars Watchers 18 watching Forks 32 forks Report repository
heading About
paragraph
heading Topics
[2125] link devops, center=(1302,446), title=Topic: devops, url='https://github.com/topics/devops'
[2126] link snowflake, center=(1375,446), title=Topic: snowflake, url='https://github.com/topics/snowflake'
[2127] link data-warehouse, center=(1472,446), title=Topic: data-warehouse, url='https://github.com/topics/data-warehouse'
[2128] link secops, center=(1302,474), title=Topic: secops, url='https://github.com/topics/secops'
[2129] link data-engineering, center=(1393,474), title=Topic: data-engineering, url='https://github.com/topics/data-engineering'
[2130] link dataops, center=(1486,474), title=Topic: dataops, url='https://github.com/topics/dataops'
[2131] link rbac, center=(1295,502), title=Topic: rbac, url='https://github.com/topics/rbac'
[2132] link data-governance, center=(1378,502), title=Topic: data-governance, url='https://github.com/topics/data-governance'
[2133] link compliance-as-code, center=(1337,530), title=Topic: compliance-as-code, url='https://github.com/topics/compliance-as-code'
heading Resources
[2136] link Readme, center=(1312,572), inner_text= Readme, url='https://github.com/Titan-Systems/titan#readme-ov-file'
heading License
[2140] link Apache-2.0 license, center=(1345,601), inner_text= Apache-2.0 license, url='https://github.com/Titan-Systems/titan#Apache-2.0-1-ov-file'
[2144] link Activity, center=(1308,630), inner_text= Activity, url='https://github.com/Titan-Systems/titan/activity'
[2148] link Custom properties, center=(1343,659), inner_text= Custom properties, url='https://github.com/Titan-Systems/titan/custom-properties'
heading Stars
[2153] link 444 stars, center=(1315,688), inner_text= 444 stars, url='https://github.com/Titan-Systems/titan/stargazers'
strong
heading Watchers
[2158] link 18 watching, center=(1323,717), inner_text= 18 watching, url='https://github.com/Titan-Systems/titan/watchers'
strong
heading Forks
[2163] link 32 forks, center=(1311,746), inner_text= 32 forks, url='https://github.com/Titan-Systems/titan/forks'
strong
[2167] link Report repository, center=(1326,775), url='https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2FTitan-Systems%2Ftitan&report=Titan-Systems+%28user%29'
LayoutTableRow
LayoutTableCell Releases 47 v0.11.1 Latest 2 weeks ago + 46 releases
heading Releases 47
[2171] link Releases 47, center=(1323,830), url='https://github.com/Titan-Systems/titan/releases'
[2173] link v0.11.1 Latest 2 weeks ago, center=(1420,878), inner_text=v0.11.1
Latest, url='https://github.com/Titan-Systems/titan/releases/tag/v0.11.1'
StaticText v0.11.1
StaticText Latest
StaticText 2 weeks ago
[2181] link + 46 releases, center=(1314,924), url='https://github.com/Titan-Systems/titan/releases'
LayoutTableRow
LayoutTableCell Contributors 13 @teej @titan-systems-bot @titan-teej @dwreeves @mlavaert @jcrobak @blbuford @jamesweakley @MartinCairnsSQL @rcohngru @rcohngru-ab-carval @jeff-skoldberg-gmds @blacksmith-sh[bot]
heading Contributors 13
[2188] link Contributors 13, center=(1420,980), inner_text=Contributors
13, url='https://github.com/Titan-Systems/titan/graphs/contributors'
list
listitem
link @teej, url='https://github.com/teej'
image @teej, url='https://avatars.githubusercontent.com/u/1796?s=64&v=4'
listitem
link @titan-systems-bot, url='https://github.com/titan-systems-bot'
image @titan-systems-bot, url='https://avatars.githubusercontent.com/u/173221243?s=64&v=4'
listitem
link @titan-teej, url='https://github.com/titan-teej'
image @titan-teej, url='https://avatars.githubusercontent.com/u/157928223?s=64&v=4'
listitem
link @dwreeves, url='https://github.com/dwreeves'
image @dwreeves, url='https://avatars.githubusercontent.com/u/31971762?s=64&v=4'
listitem
link @mlavaert, url='https://github.com/mlavaert'
image @mlavaert, url='https://avatars.githubusercontent.com/u/1068047?s=64&v=4'
listitem
link @jcrobak, url='https://github.com/jcrobak'
image @jcrobak, url='https://avatars.githubusercontent.com/u/374566?s=64&v=4'
listitem
link @blbuford, url='https://github.com/blbuford'
image @blbuford, url='https://avatars.githubusercontent.com/u/1200142?s=64&v=4'
listitem
link @jamesweakley, url='https://github.com/jamesweakley'
image @jamesweakley, url='https://avatars.githubusercontent.com/u/2681392?s=64&v=4'
listitem
link @MartinCairnsSQL, url='https://github.com/MartinCairnsSQL'
image @MartinCairnsSQL, url='https://avatars.githubusercontent.com/u/4314538?s=64&v=4'
listitem
link @rcohngru, url='https://github.com/rcohngru'
image @rcohngru, url='https://avatars.githubusercontent.com/u/26910097?s=64&v=4'
listitem
link @rcohngru-ab-carval, url='https://github.com/rcohngru-ab-carval'
image @rcohngru-ab-carval, url='https://avatars.githubusercontent.com/u/120593669?s=64&v=4'
listitem
link @jeff-skoldberg-gmds, url='https://github.com/jeff-skoldberg-gmds'
image @jeff-skoldberg-gmds, url='https://avatars.githubusercontent.com/u/138161184?s=64&v=4'
listitem
link @blacksmith-sh[bot], url='https://github.com/apps/blacksmith-sh'
image @blacksmith-sh[bot], url='https://avatars.githubusercontent.com/in/807020?s=64&v=4'
LayoutTableRow
LayoutTableCell Languages Python 99.9 Makefile 0.1 Python 99.9%Makefile 0.1%
heading Languages
list
listitem
link Python 99.9%, url='https://github.com/Titan-Systems/titan/search?l=python'
listitem
link Makefile 0.1%, url='https://github.com/Titan-Systems/titan/search?l=makefile'
contentinfo
heading Footer
link Homepage, url='https://github.com/'
StaticText © 2025 GitHub, Inc.
navigation Footer
heading Footer navigation
list Footer navigation
listitem
link Terms, url='https://docs.github.com/site-policy/github-terms/github-terms-of-service'
listitem
link Privacy, url='https://docs.github.com/site-policy/privacy-policies/github-privacy-statement'
listitem
link Security, url='https://github.com/security'
listitem
link Status, url='https://www.githubstatus.com/'
listitem
link Docs, url='https://docs.github.com/'
listitem
link Contact, url='https://support.github.com/?tags=dotcom-footer'
listitem
button Manage cookies
listitem
button Do not share my personal information
generic, atomic
generic, atomic
Reasoning for action: By clicking on the 'View Repo' link, I'm redirected to the GitHub repository for Titan Systems. This is essential because the user story specifies the need to explore the repository to understand existing issues and potential features. Accessing the repository allows me to find relevant sections like 'Issues', where discussions and details about any open issues are tracked. Thus, this action directly leads me towards fulfilling the user story's requirements.
Action: click('67') # Click on the 'View Repo' link to explore the GitHub repository.
Change Description: The browser navigated from the Titan Core Access Management page to the Titan-Systems GitHub repository, displaying the repository's content including navigation menus, links to files and directories, commit history, and project documentation.
Screenshot before:Screenshot after:---
Step 2:
Url (before/after):
https://github.com/Titan-Systems/titan
https://github.com/Titan-Systems/titan/issues
Content (before/after):
RootWebArea GitHub - Titan-Systems/titan: Titan Core - Snowflake infrastructure-as-code. Provision environments, automate deploys, CI/CD. Manage RBAC, users, roles, and data access. Declarative Python Resource API. Change Management tool for the Snowflake data warehouse., focused, url='https://github.com/Titan-Systems/titan'
link Skip to content, url='https://github.com/Titan-Systems/titan#start-of-content'
banner
heading Navigation Menu
[193] link Homepage, center=(48,36), url='https://github.com/'
Show more
navigation Global
list
listitem
[202] button Product, center=(126,36), expanded=False, type=button
listitem
[264] button Solutions, center=(222,36), expanded=False, type=button
listitem
[306] button Resources, center=(329,36), expanded=False, type=button
listitem
[341] button Open Source, center=(451,36), expanded=False, type=button
listitem
[367] button Enterprise, center=(570,36), expanded=False, type=button
listitem
[397] link Pricing, center=(657,36), url='https://github.com/pricing'
[400] button Search or jump to…, center=(1564,36), hasPopup='dialog', inner_text=Search or jump to..., type=button
StaticText Search or jump to...
[521] link Sign in, center=(1769,36), url='https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2FTitan-Systems%2Ftitan'
[522] link Sign up, center=(1851,36), url='https://github.com/signup?ref_cta=Sign+up&ref_loc=header+logged+out&ref_page=%2F%3Cuser-name%3E%2F%3Crepo-name%3E&source=header-repo&source_repo=Titan-Systems%2Ftitan'
main
[547] link Titan-Systems, center=(120,103), url='https://github.com/Titan-Systems'
StaticText /
strong
[550] link titan, center=(218,103), url='https://github.com/Titan-Systems/titan'
StaticText Public
list
listitem
[556] link You must be signed in to change notification settings, center=(1593,102), inner_text=Notifications, url='https://github.com/login?return_to=%2FTitan-Systems%2Ftitan'
StaticText Notifications
listitem
[560] link Fork 32, center=(1712,102), url='https://github.com/login?return_to=%2FTitan-Systems%2Ftitan'
listitem
[565] link You must be signed in to star a repository, center=(1831,102), inner_text= Star 444, url='https://github.com/login?return_to=%2FTitan-Systems%2Ftitan'
StaticText Star
navigation Repository
list
listitem
[606] link Code, center=(70,158), url='https://github.com/Titan-Systems/titan'
listitem
[611] link Issues 15, center=(174,158), inner_text=Issues
15, url='https://github.com/Titan-Systems/titan/issues'
listitem
[616] link Pull requests 1, center=(320,158), inner_text=Pull requests
1, url='https://github.com/Titan-Systems/titan/pulls'
listitem
[621] link Discussions, center=(468,158), url='https://github.com/Titan-Systems/titan/discussions'
listitem
[626] link Actions, center=(583,158), url='https://github.com/Titan-Systems/titan/actions'
listitem
[631] link Security, center=(684,158), url='https://github.com/Titan-Systems/titan/security'
listitem
[636] link Insights, center=(786,158), url='https://github.com/Titan-Systems/titan/pulse'
heading Titan-Systems/titan
[716] button main branch, center=(404,222), expanded=False, hasPopup='menu', inner_text= main, type=button
StaticText main
[728] link 2 Branches, center=(509,222), type=button, url='https://github.com/Titan-Systems/titan/branches'
strong
StaticText 2
[733] link 92 Tags, center=(583,222), type=button, url='https://github.com/Titan-Systems/titan/tags'
strong
StaticText 92
combobox Go to file, expanded=False, hasPopup='dialog'
[758] button Code, center=(1194,222), expanded=False, hasPopup='menu', type=button
heading Folders and files
table Folders and files
rowgroup
row
columnheader Name
columnheader Last commit message
columnheader Last commit date
rowgroup
row
cell Latest commit titan-systems-bot commits by titan-systems-bot Bump version: 0.11.1 → 0.11.2 Commit 1303c08 · 2 weeks ago History 272 Commits
heading Latest commit
link titan-systems-bot, url='https://github.com/titan-systems-bot'
image titan-systems-bot, url='https://avatars.githubusercontent.com/u/173221243?v=4&size=40'
link commits by titan-systems-bot, url='https://github.com/Titan-Systems/titan/commits?author=titan-systems-bot'
link Bump version: 0.11.1 → 0.11.2, url='https://github.com/Titan-Systems/titan/commit/1303c083a7919f90084fc3613946676965f61599'
link Commit 1303c08, url='https://github.com/Titan-Systems/titan/commit/1303c083a7919f90084fc3613946676965f61599'
StaticText ·
StaticText 2 weeks ago
heading History
[796] link 272 Commits, center=(1181,281), url='https://github.com/Titan-Systems/titan/commits/main/'
StaticText 272 Commits
row
cell .github/workflows, (Directory)
[825] link .github/workflows, (Directory), center=(449,328), inner_text=.github/workflows, title=This path skips through empty directories, url='https://github.com/Titan-Systems/titan/tree/main/.github/workflows'
[828] cell blacksmith.sh: Migrate workflows to Blacksmith (#149), center=(911,328)
link blacksmith.sh: Migrate workflows to Blacksmith (, url='https://github.com/Titan-Systems/titan/commit/4dd9557ba0525bd0086b3f77bb93813e7a43cca7'
link #149, url='https://github.com/Titan-Systems/titan/pull/149'
link ), url='https://github.com/Titan-Systems/titan/commit/4dd9557ba0525bd0086b3f77bb93813e7a43cca7'
[830] cell 2 months ago, center=(1179,328)
row
cell docs, (Directory)
[846] link docs, (Directory), center=(410,368), inner_text=docs, title=docs, url='https://github.com/Titan-Systems/titan/tree/main/docs'
[847] cell [CHORE] tests and docs (#150), center=(911,368)
link [CHORE] tests and docs (, url='https://github.com/Titan-Systems/titan/commit/6b7385c61fc183307560d6899cbdde3eed0c3c87'
link #150, url='https://github.com/Titan-Systems/titan/pull/150'
link ), url='https://github.com/Titan-Systems/titan/commit/6b7385c61fc183307560d6899cbdde3eed0c3c87'
[849] cell 2 months ago, center=(1179,368)
row
cell examples, (Directory)
[865] link examples, (Directory), center=(425,410), inner_text=examples, title=examples, url='https://github.com/Titan-Systems/titan/tree/main/examples'
[866] cell [CHORE] adjust warehouses to reduce cost (#181), center=(911,410)
link [CHORE] adjust warehouses to reduce cost (, url='https://github.com/Titan-Systems/titan/commit/d37ca73232eeca83d123d5bd3873958c2ffdac20'
link #181, url='https://github.com/Titan-Systems/titan/pull/181'
link ), url='https://github.com/Titan-Systems/titan/commit/d37ca73232eeca83d123d5bd3873958c2ffdac20'
[868] cell 2 weeks ago, center=(1179,410)
row
cell images, (Directory)
[884] link images, (Directory), center=(418,450), inner_text=images, title=images, url='https://github.com/Titan-Systems/titan/tree/main/images'
[885] cell bugfix (#19), center=(911,450)
link bugfix (, url='https://github.com/Titan-Systems/titan/commit/a42c596d1e5820b94db470ee9d756729030012ae'
link #19, url='https://github.com/Titan-Systems/titan/pull/19'
link ), url='https://github.com/Titan-Systems/titan/commit/a42c596d1e5820b94db470ee9d756729030012ae'
[887] cell 11 months ago, center=(1179,450)
row
cell prompts, (Directory)
[903] link prompts, (Directory), center=(420,492), inner_text=prompts, title=prompts, url='https://github.com/Titan-Systems/titan/tree/main/prompts'
[904] cell release/v0.11.0 (#174) Bump version, center=(911,492)
link release/v0.11.0 (, url='https://github.com/Titan-Systems/titan/commit/cf5a6c36e758863bf68b0156fb36f995dc8d1c30'
link #174, url='https://github.com/Titan-Systems/titan/pull/174'
link ) Bump version, url='https://github.com/Titan-Systems/titan/commit/cf5a6c36e758863bf68b0156fb36f995dc8d1c30'
[906] cell 2 weeks ago, center=(1179,492)
row
cell scripts, (Directory)
[922] link scripts, (Directory), center=(415,532), inner_text=scripts, title=scripts, url='https://github.com/Titan-Systems/titan/tree/main/scripts'
[923] cell bugfix (#19), center=(911,532)
link bugfix (, url='https://github.com/Titan-Systems/titan/commit/a42c596d1e5820b94db470ee9d756729030012ae'
link #19, url='https://github.com/Titan-Systems/titan/pull/19'
link ), url='https://github.com/Titan-Systems/titan/commit/a42c596d1e5820b94db470ee9d756729030012ae'
[925] cell 11 months ago, center=(1179,532)
row
cell tests, (Directory)
[941] link tests, (Directory), center=(410,574), inner_text=tests, title=tests, url='https://github.com/Titan-Systems/titan/tree/main/tests'
[942] cell [CHORE] adjust warehouses to reduce cost (#181), center=(911,574)
link [CHORE] adjust warehouses to reduce cost (, url='https://github.com/Titan-Systems/titan/commit/d37ca73232eeca83d123d5bd3873958c2ffdac20'
link #181, url='https://github.com/Titan-Systems/titan/pull/181'
link ), url='https://github.com/Titan-Systems/titan/commit/d37ca73232eeca83d123d5bd3873958c2ffdac20'
[944] cell 2 weeks ago, center=(1179,574)
row
cell titan, (Directory)
[960] link titan, (Directory), center=(408,614), inner_text=titan, title=titan, url='https://github.com/Titan-Systems/titan/tree/main/titan'
[961] cell [BUGFIX] fix vars for role names (#177), center=(911,614)
link [BUGFIX] fix vars for role names (, url='https://github.com/Titan-Systems/titan/commit/dc61f7f4db513f29a33ce58694a1b61bb7219525'
link #177, url='https://github.com/Titan-Systems/titan/pull/177'
link ), url='https://github.com/Titan-Systems/titan/commit/dc61f7f4db513f29a33ce58694a1b61bb7219525'
[963] cell 2 weeks ago, center=(1179,614)
row
cell tools, (Directory)
[979] link tools, (Directory), center=(410,656), inner_text=tools, title=tools, url='https://github.com/Titan-Systems/titan/tree/main/tools'
[980] cell [CHORE] adjust warehouses to reduce cost (#181), center=(911,656)
link [CHORE] adjust warehouses to reduce cost (, url='https://github.com/Titan-Systems/titan/commit/d37ca73232eeca83d123d5bd3873958c2ffdac20'
link #181, url='https://github.com/Titan-Systems/titan/pull/181'
link ), url='https://github.com/Titan-Systems/titan/commit/d37ca73232eeca83d123d5bd3873958c2ffdac20'
[982] cell 2 weeks ago, center=(1179,656)
row
cell .gitignore, (File)
[998] link .gitignore, (File), center=(424,696), inner_text=.gitignore, title=.gitignore, url='https://github.com/Titan-Systems/titan/blob/main/.gitignore'
[999] cell Iceberg (#114), center=(911,696)
link Iceberg (, url='https://github.com/Titan-Systems/titan/commit/54d159a73cf1ae2e0601e7959856a63693291f22'
link #114, url='https://github.com/Titan-Systems/titan/pull/114'
link ), url='https://github.com/Titan-Systems/titan/commit/54d159a73cf1ae2e0601e7959856a63693291f22'
[1001] cell 4 months ago, center=(1179,696)
row
cell LICENSE, (File)
[1017] link LICENSE, (File), center=(425,738), inner_text=LICENSE, title=LICENSE, url='https://github.com/Titan-Systems/titan/blob/main/LICENSE'
[1018] cell v0.1.0, center=(911,738)
link v0.1.0, url='https://github.com/Titan-Systems/titan/commit/15adc7fc7437a0dbf2528e13ee8adb4e4cb8e572'
[1020] cell last year, center=(1179,738)
row
cell MANIFEST.in, (File)
[1036] link MANIFEST.in, (File), center=(437,778), inner_text=MANIFEST.in, title=MANIFEST.in, url='https://github.com/Titan-Systems/titan/blob/main/MANIFEST.in'
[1037] cell Package config (#57), center=(911,778)
link Package config (, url='https://github.com/Titan-Systems/titan/commit/b4d85dd69840839d4df038a34daf0cdcf82c9de5'
link #57, url='https://github.com/Titan-Systems/titan/pull/57'
link ), url='https://github.com/Titan-Systems/titan/commit/b4d85dd69840839d4df038a34daf0cdcf82c9de5'
[1039] cell 7 months ago, center=(1179,778)
row
cell Makefile, (File)
[1055] link Makefile, (File), center=(421,820), inner_text=Makefile, title=Makefile, url='https://github.com/Titan-Systems/titan/blob/main/Makefile'
[1056] cell [FEATURE] skip show grants (#133), center=(911,820)
link [FEATURE] skip show grants (, url='https://github.com/Titan-Systems/titan/commit/639c6765841fb4091322b564b4ea77abddc517f2'
link #133, url='https://github.com/Titan-Systems/titan/pull/133'
link ), url='https://github.com/Titan-Systems/titan/commit/639c6765841fb4091322b564b4ea77abddc517f2'
[1058] cell 3 months ago, center=(1179,820)
row
cell README.md, (File)
[1074] link README.md, (File), center=(437,860), inner_text=README.md, title=README.md, url='https://github.com/Titan-Systems/titan/blob/main/README.md'
[1075] cell [CHORE] tests and docs (#150), center=(911,860)
link [CHORE] tests and docs (, url='https://github.com/Titan-Systems/titan/commit/6b7385c61fc183307560d6899cbdde3eed0c3c87'
link #150, url='https://github.com/Titan-Systems/titan/pull/150'
link ), url='https://github.com/Titan-Systems/titan/commit/6b7385c61fc183307560d6899cbdde3eed0c3c87'
[1077] cell 2 months ago, center=(1179,860)
row
cell conftest.py, (File)
[1093] link conftest.py, (File), center=(429,902), inner_text=conftest.py, title=conftest.py, url='https://github.com/Titan-Systems/titan/blob/main/conftest.py'
[1094] cell [CHORE] test account automation (#148), center=(911,902)
link [CHORE] test account automation (, url='https://github.com/Titan-Systems/titan/commit/1c8c585f963cb9a205ff53a0350a0cb18ccf61e1'
link #148, url='https://github.com/Titan-Systems/titan/pull/148'
link ), url='https://github.com/Titan-Systems/titan/commit/1c8c585f963cb9a205ff53a0350a0cb18ccf61e1'
[1096] cell 2 months ago, center=(1179,902)
row
cell pyproject.toml, (File)
[1112] link pyproject.toml, (File), center=(439,942), inner_text=pyproject.toml, title=pyproject.toml, url='https://github.com/Titan-Systems/titan/blob/main/pyproject.toml'
[1113] cell [FEATURE] Update github action (#140), center=(911,942)
link [FEATURE] Update github action (, url='https://github.com/Titan-Systems/titan/commit/4df8f7d902a49dc63237e30ec0095e5122fc0590'
link #140, url='https://github.com/Titan-Systems/titan/pull/140'
link ), url='https://github.com/Titan-Systems/titan/commit/4df8f7d902a49dc63237e30ec0095e5122fc0590'
[1115] cell 3 months ago, center=(1179,942)
row
cell requirements.dev.txt, (File)
[1131] link requirements.dev.txt, (File), center=(458,984), inner_text=requirements.dev.txt, title=requirements.dev.txt, url='https://github.com/Titan-Systems/titan/blob/main/requirements.dev.txt'
[1132] cell Resource coverage helper, center=(911,984)
link Resource coverage helper, url='https://github.com/Titan-Systems/titan/commit/8e929c1f2362189b92ad502fc533098030c69b2e'
[1134] cell 2 years ago, center=(1179,984)
row
cell requirements.txt, (File)
[1150] link requirements.txt, (File), center=(445,1024), inner_text=requirements.txt, title=requirements.txt, url='https://github.com/Titan-Systems/titan/blob/main/requirements.txt'
[1151] cell some cleanup, center=(911,1024)
link some cleanup, url='https://github.com/Titan-Systems/titan/commit/fc847d75b3d1be959a2c7c6fb84283393d8d5dd7'
[1153] cell 2 years ago, center=(1179,1024)
row
cell setup.py, (File)
[1169] link setup.py, (File), center=(421,1066), inner_text=setup.py, title=setup.py, url='https://github.com/Titan-Systems/titan/blob/main/setup.py'
[1170] cell [CHORE] dependency pinning (#168), center=(911,1066)
link [CHORE] dependency pinning (, url='https://github.com/Titan-Systems/titan/commit/db09038d60f392378e3c9b7a3cf6a1bc830f3575'
link #168, url='https://github.com/Titan-Systems/titan/pull/168'
link ), url='https://github.com/Titan-Systems/titan/commit/db09038d60f392378e3c9b7a3cf6a1bc830f3575'
[1172] cell 2 months ago, center=(1179,1066)
row
cell version.md, (File)
link version.md, (File), url='https://github.com/Titan-Systems/titan/blob/main/version.md'
cell Bump version: 0.11.1 → 0.11.2
link Bump version: 0.11.1 → 0.11.2, url='https://github.com/Titan-Systems/titan/commit/1303c083a7919f90084fc3613946676965f61599'
cell 2 weeks ago
heading Repository files navigation
navigation Repository files
list
listitem
link README, url='https://github.com/Titan-Systems/titan#'
listitem
link Apache-2.0 license, url='https://github.com/Titan-Systems/titan#'
button Outline, expanded=False, hasPopup='menu'
article
heading titan core - Snowflake infrastructure as code
code
link Permalink: titan core - Snowflake infrastructure as code, url='https://github.com/Titan-Systems/titan#titan-core---snowflake-infrastructure-as-code'
paragraph
StaticText Titan Core helps you provision, deploy, and secure resources in Snowflake. It replaces tools like Terraform, Schemachange, or Permifrost.
paragraph
StaticText Deploy any Snowflake resource, including users, roles, schemas, databases, integrations, pipes, stages, functions, stored procedures, and more. Convert adhoc, bug-prone SQL management scripts into simple, repeatable configuration.
paragraph
StaticText Titan Core is for:
list
listitem
ListMarker •
StaticText DevOps engineers looking to automate and manage Snowflake infrastructure.
listitem
ListMarker •
StaticText Analytics engineers working with dbt who want to manage Snowflake resources without macros.
listitem
ListMarker •
StaticText Data platform teams who need to reliably manage Snowflake with CI/CD.
listitem
ListMarker •
StaticText Organizations that prefer a git-based workflow for infrastructure management.
listitem
ListMarker •
StaticText Teams seeking to replace Terraform for Snowflake-related tasks.
code
StaticText ╔══════════╗ ╔═══════════╗
║ CONFIG ║ ║ SNOWFLAKE ║
╚══════════╝ ╚═══════════╝
┏━━━━━━━━━━━┓ ┏━━━━━━━━━━━┓
┌─┫ WAREHOUSE ┣─────┐ ┌─┫ WAREHOUSE ┣───────────┐
│ ┗━━━━━━━━━━━┛ │ ALTER │ ┗━━━━━━━━━━━┛ │
│ name: ETL │─────┐ ┌─ WAREHOUSE ─▶│ name: ETL │
│ auto_suspend: 60 │ │ │ │ auto_suspend: 300 -> 60 │
└───────────────────┘ ╔══▼═══════════╩═╗ └─────────────────────────┘
║ ║
║ TITAN CORE ║
┏━━━━━━┓ ║ ║ ┏━━━━━━┓
┌─┫ ROLE ┣──────────┐ ╚══▲═══════════╦═╝ ┌─┫ ROLE ┣────────────────┐
│ ┗━━━━━━┛ │ │ │ │ ┗━━━━━━┛ │
│ name: TRANSFORMER │─────┘ └─ CREATE ────▶│ name: TRANSFORMER │
└───────────────────┘ ROLE └─────────────────────────┘
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heading Key Features
link Permalink: Key Features, url='https://github.com/Titan-Systems/titan#key-features'
list
listitem
ListMarker •
paragraph
strong
StaticText Declarative
StaticText » Generates the right SQL to make your config and account match
listitem
ListMarker •
paragraph
strong
StaticText Comprehensive
StaticText » Nearly every Snowflake resource is supported
listitem
ListMarker •
paragraph
strong
StaticText Flexible
StaticText » Write resource configuration in YAML or Python
listitem
ListMarker •
paragraph
strong
StaticText Fast
StaticText » Titan Core runs 50-90% faster than Terraform and Permifrost
listitem
ListMarker •
paragraph
strong
StaticText Migration-friendly
StaticText » Generate config automatically with the export CLI
heading Open Source
link Permalink: Open Source, url='https://github.com/Titan-Systems/titan#open-source'
paragraph
StaticText This project is licensed under the Apache 2.0 License - see
link LICENSE, url='https://github.com/Titan-Systems/titan/blob/main/LICENSE'
StaticText for details. The source code for Titan Core is available on
link Github, url='https://github.com/Titan-Systems/titan'
StaticText .
heading Documentation
link Permalink: Documentation, url='https://github.com/Titan-Systems/titan#documentation'
paragraph
StaticText You can find comprehensive
link Titan Core documentation on GitBook, url='https://titan-core.gitbook.io/titan-core'
StaticText .
heading Getting Started
link Permalink: Getting Started, url='https://github.com/Titan-Systems/titan#getting-started'
paragraph
StaticText If you're new, the best place to start is with the Python package.
heading Install from PyPi (MacOS, Linux)
link Permalink: Install from PyPi (MacOS, Linux), url='https://github.com/Titan-Systems/titan#install-from-pypi-macos-linux'
StaticText python -m venv .venv
StaticText source
StaticText .venv/bin/activate
python -m pip install titan-core
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heading Install from PyPi (Windows)
link Permalink: Install from PyPi (Windows), url='https://github.com/Titan-Systems/titan#install-from-pypi-windows'
StaticText python -m venv .venv
.\.venv\Scripts\activate
python -m pip install titan-core
button Copy
heading Python example
link Permalink: Python example, url='https://github.com/Titan-Systems/titan#python-example'
StaticText import
StaticText os
StaticText import
StaticText snowflake
StaticText .
StaticText connector
StaticText from
StaticText titan
StaticText .
StaticText blueprint
StaticText import
StaticText Blueprint
StaticText ,
StaticText print_plan
StaticText from
StaticText titan
StaticText .
StaticText resources
StaticText import
StaticText Grant
StaticText ,
StaticText Role
StaticText ,
StaticText Warehouse
StaticText # Configure resources by instantiating Python objects.
StaticText role
StaticText =
StaticText Role
StaticText (
StaticText name
StaticText =
StaticText "transformer"
StaticText )
StaticText warehouse
StaticText =
StaticText Warehouse
StaticText (
StaticText name
StaticText =
StaticText "transforming"
StaticText ,
StaticText warehouse_size
StaticText =
StaticText "large"
StaticText ,
StaticText auto_suspend
StaticText =
StaticText 60
StaticText ,
)
StaticText usage_grant
StaticText =
StaticText Grant
StaticText (
StaticText priv
StaticText =
StaticText "usage"
StaticText ,
StaticText to
StaticText =
StaticText role
StaticText ,
StaticText on
StaticText =
StaticText warehouse
StaticText )
StaticText # Titan compares your config to a Snowflake account. Create a Snowflake
StaticText # connection to allow Titan to connect to your account.
StaticText connection_params
StaticText =
StaticText {
StaticText "account"
StaticText :
StaticText os
StaticText .
StaticText environ
StaticText [
StaticText "SNOWFLAKE_ACCOUNT"
StaticText ],
StaticText "user"
StaticText :
StaticText os
StaticText .
StaticText environ
StaticText [
StaticText "SNOWFLAKE_USER"
StaticText ],
StaticText "password"
StaticText :
StaticText os
StaticText .
StaticText environ
StaticText [
StaticText "SNOWFLAKE_PASSWORD"
StaticText ],
StaticText "role"
StaticText :
StaticText "SYSADMIN"
StaticText ,
}
StaticText session
StaticText =
StaticText snowflake
StaticText .
StaticText connector
StaticText .
StaticText connect
StaticText (
StaticText **
StaticText connection_params
StaticText )
StaticText # Create a Blueprint and pass your resources into it. A Blueprint helps you
StaticText # validate and deploy a set of resources.
StaticText bp
StaticText =
StaticText Blueprint
StaticText (
StaticText resources
StaticText =
StaticText [
StaticText role
StaticText ,
StaticText warehouse
StaticText ,
StaticText usage_grant
StaticText ,
])
StaticText # Blueprint works like Terraform. Calling plan(...) will compare your config
StaticText # to the state of your Snowflake account and return a list of changes.
StaticText plan
StaticText =
StaticText bp
StaticText .
StaticText plan
StaticText (
StaticText session
StaticText )
StaticText print_plan
StaticText (
StaticText plan
StaticText )
StaticText # =>
StaticText """
StaticText » titan core
StaticText » Plan: 4 to add, 0 to change, 0 to destroy.
StaticText + urn::ABCD123:warehouse/transforming {
StaticText + name = "transforming"
StaticText + owner = "SYSADMIN"
StaticText + warehouse_type = "STANDARD"
StaticText + warehouse_size = "LARGE"
StaticText ...
StaticText }
StaticText + urn::ABCD123:role/transformer {
StaticText + name = "transformer"
StaticText + owner = "USERADMIN"
StaticText + tags = None
StaticText + comment = None
StaticText }
StaticText + urn::ABCD123:grant/TRANSFORMER?priv=USAGE&on=warehouse/TRANSFORMING {
StaticText + priv = "USAGE"
StaticText + on = "transforming"
StaticText + on_type = "WAREHOUSE"
StaticText + to = TRANSFORMER
StaticText ...
StaticText }
StaticText """
StaticText # Calling apply(...) will convert your plan into the right set of SQL commands
StaticText # and run them against your Snowflake account.
StaticText bp
StaticText .
StaticText apply
StaticText (
StaticText session
StaticText ,
StaticText plan
StaticText )
StaticText # =>
StaticText """
StaticText [TITAN_USER:SYSADMIN] > USE SECONDARY ROLES ALL
StaticText [TITAN_USER:SYSADMIN] > CREATE WAREHOUSE TRANSFORMING warehouse_type = STANDARD ...
StaticText [TITAN_USER:SYSADMIN] > USE ROLE USERADMIN
StaticText [TITAN_USER:USERADMIN] > CREATE ROLE TRANSFORMER
StaticText [TITAN_USER:USERADMIN] > USE ROLE SYSADMIN
StaticText [TITAN_USER:SYSADMIN] > GRANT USAGE ON WAREHOUSE transforming TO TRANSFORMER
StaticText """
button Copy
heading Using the CLI
link Permalink: Using the CLI, url='https://github.com/Titan-Systems/titan#using-the-cli'
paragraph
StaticText You can use the CLI to generate a plan, apply a plan, or export resources. To use the CLI, install the Python package and call
code
StaticText python -m titan
StaticText from the command line.
paragraph
StaticText The CLI allows you to
code
StaticText plan
StaticText and
code
StaticText apply
StaticText a Titan Core YAML config. You can specify a single input file or a directory of configs.
paragraph
StaticText In addition to
code
StaticText plan
StaticText and
code
StaticText apply
StaticText , the CLI also allows you to
code
StaticText export
StaticText resources. This makes it easy to generate a config for an existing Snowflake environment.
paragraph
StaticText To connect with Snowflake, the CLI uses environment variables. The following `are supported:
list
listitem
ListMarker •
code
StaticText SNOWFLAKE_ACCOUNT
listitem
ListMarker •
code
StaticText SNOWFLAKE_USER
listitem
ListMarker •
code
StaticText SNOWFLAKE_PASSWORD
listitem
ListMarker •
code
StaticText SNOWFLAKE_DATABASE
listitem
ListMarker •
code
StaticText SNOWFLAKE_SCHEMA
listitem
ListMarker •
code
StaticText SNOWFLAKE_ROLE
listitem
ListMarker •
code
StaticText SNOWFLAKE_WAREHOUSE
listitem
ListMarker •
code
StaticText SNOWFLAKE_MFA_PASSCODE
listitem
ListMarker •
code
StaticText SNOWFLAKE_AUTHENTICATOR
heading CLI Example
link Permalink: CLI Example, url='https://github.com/Titan-Systems/titan#cli-example'
paragraph
StaticText Show the help message
StaticText titan --help
StaticText #
StaticText Usage: titan [OPTIONS] COMMAND [ARGS]...
StaticText #
StaticText #
StaticText titan core helps you manage your Snowflake environment.
StaticText #
StaticText #
StaticText Options:
StaticText #
StaticText --help Show this message and exit.
StaticText #
StaticText #
StaticText Commands:
StaticText #
StaticText apply Apply a resource config to a Snowflake account
StaticText #
StaticText connect Test the connection to Snowflake
StaticText #
StaticText export Generate a resource config for existing Snowflake resources
StaticText #
StaticText plan Compare a resource config to the current state of Snowflake
button Copy
paragraph
StaticText Apply a resource config to Snowflake
StaticText #
StaticText Create a resource config file
StaticText cat
StaticText <<
StaticText EOF
StaticText > titan.yml
StaticText roles:
StaticText - name: transformer
StaticText warehouses:
StaticText - name: transforming
StaticText warehouse_size: LARGE
StaticText auto_suspend: 60
StaticText grants:
StaticText - to_role: transformer
StaticText priv: usage
StaticText on_warehouse: transforming
StaticText EOF
StaticText #
StaticText Set connection variables
StaticText export
StaticText SNOWFLAKE_ACCOUNT=
StaticText "
StaticText my-account
StaticText "
StaticText export
StaticText SNOWFLAKE_USER=
StaticText "
StaticText my-user
StaticText "
StaticText export
StaticText SNOWFLAKE_PASSWORD=
StaticText "
StaticText my-password
StaticText "
StaticText #
StaticText Generate a plan
StaticText titan plan --config titan.yml
StaticText #
StaticText Apply the config
StaticText titan apply --config titan.yml
button Copy
paragraph
StaticText Export existing Snowflake resources to YAML.
StaticText titan
StaticText export
StaticText \
--resource=warehouse,grant,role \
--out=titan.yml
button Copy
paragraph
StaticText The Titan Core Python package installs the CLI script
code
StaticText titan
StaticText . You can alternatively use Python CLI module syntax if you need fine-grained control over the Python environment.
StaticText python -m titan plan --config titan.yml
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heading Using the GitHub Action
link Permalink: Using the GitHub Action, url='https://github.com/Titan-Systems/titan#using-the-github-action'
paragraph
StaticText The Titan Core GitHub Action allows you to automate the deployment of Snowflake resources using a git-based workflow.
heading GitHub Action Example
link Permalink: GitHub Action Example, url='https://github.com/Titan-Systems/titan#github-action-example'
StaticText -- .github/workflows/titan.yml
StaticText name
StaticText :
StaticText Deploy to Snowflake with Titan
StaticText on
StaticText :
StaticText push
StaticText :
StaticText branches
StaticText :
StaticText [ main ]
StaticText paths
StaticText :
-
StaticText titan/**
StaticText jobs
StaticText :
StaticText deploy
StaticText :
StaticText runs-on
StaticText :
StaticText ubuntu-latest
StaticText steps
StaticText :
-
StaticText name
StaticText :
StaticText Checkout code
StaticText uses
StaticText :
StaticText actions/checkout@v4
StaticText -
StaticText name
StaticText :
StaticText Deploy to Snowflake
StaticText uses
StaticText :
StaticText Titan-Systems/titan-core-action@main
StaticText with
StaticText :
StaticText run-mode
StaticText :
StaticText create-or-update
StaticText resource-path
StaticText :
StaticText ./titan
StaticText allowlist
StaticText :
StaticText warehouse,role,grant
StaticText dry-run
StaticText :
StaticText false
StaticText env
StaticText :
StaticText SNOWFLAKE_ACCOUNT
StaticText :
StaticText ${{ secrets.SNOWFLAKE_ACCOUNT }}
StaticText SNOWFLAKE_USER
StaticText :
StaticText ${{ secrets.SNOWFLAKE_USER }}
StaticText SNOWFLAKE_PASSWORD
StaticText :
StaticText ${{ secrets.SNOWFLAKE_PASSWORD }}
StaticText SNOWFLAKE_ROLE
StaticText :
StaticText ${{ secrets.SNOWFLAKE_ROLE }}
StaticText SNOWFLAKE_WAREHOUSE
StaticText :
StaticText ${{ secrets.SNOWFLAKE_WAREHOUSE }}
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heading Titan Core Limitations
link Permalink: Titan Core Limitations, url='https://github.com/Titan-Systems/titan#titan-core-limitations'
list
listitem
ListMarker •
strong
StaticText Titan Core uses names as unique identifiers
StaticText . Renaming a resource will create a new one.
listitem
ListMarker •
StaticText Titan Core is not an ORM. It's not built to replace tools like SQLAlchemy.
listitem
ListMarker •
StaticText Titan Core is under active development. Some resources are not yet supported.
heading titan core vs other tools
code
link Permalink: titan core vs other tools, url='https://github.com/Titan-Systems/titan#titan-core-vs-other-tools'
table
rowgroup
row
columnheader Feature
columnheader Titan Core
columnheader Terraform
columnheader Schemachange
columnheader Permifrost
columnheader SnowDDL
rowgroup
row
cell Plan and Execute Changes
cell ✅
cell ✅
cell ❌
cell ✅
cell ✅
row
cell Declarative Config
cell ✅
cell ✅
cell ❌
cell ✅
cell ✅
row
cell No State File Dependency
cell ✅
cell ❌
cell ✅
cell ✅
cell ✅
row
cell Python-Based Definitions
cell ✅
cell w/ CDKTF
cell ❌
cell ❌
cell ✅
row
cell SQL Support
cell ✅
cell ❌
cell ✅
cell ❌
cell ❌
row
cell Dynamic Role Switching
cell ✅
cell ❌
cell N/A
cell ❌
cell ❌
row
cell Export Snowflake resources
cell ✅
cell ❌
cell ❌
cell ❌
cell ❌
heading titan core vs Terraform
code
link Permalink: titan core vs Terraform, url='https://github.com/Titan-Systems/titan#titan-core-vs-terraform'
paragraph
StaticText Terraform is an infrastructure-as-code tool using the HCL config language.
paragraph
StaticText The
link Snowflake provider for Terraform, url='https://github.com/Snowflake-Labs/terraform-provider-snowflake'
StaticText is limited to
strong
StaticText 1 role per provider
StaticText . This limitation is at odds with Snowflake's design, which is built to use multiple roles. This mismatch forces you into a complex multi-provider setup which can result in drift, permission errors, and broken plans.
paragraph
StaticText Titan Core streamlines this with
strong
StaticText dynamic role switching
StaticText . Titan Core automatically detects which role is needed for a given change, and switches to that role before making it. This speeds up development cycles and helps eliminate the use of
code
StaticText ACCOUNTADMIN
StaticText .
paragraph
StaticText Titan Core doesn't use a state file. This provides more accurate plans and eliminates issues with stale state.
heading titan core vs Schemachange
code
link Permalink: titan core vs Schemachange, url='https://github.com/Titan-Systems/titan#titan-core-vs-schemachange'
paragraph
link Schemachange, url='https://github.com/Snowflake-Labs/schemachange'
StaticText is a database migration tool based on Flyway. It uses SQL scripts to deploy resources to different environments.
paragraph
StaticText Schemachange is an imperative migration tool. For developers, that means you must know Snowflake's current state and the exact SQL commands needed to update it to the desired state. If environments get changed outside of the tool, your migration scripts may need significant adjustments.
paragraph
StaticText Titan Core simplifies this with a declarative approach. With Titan Core, just define what an environment should look like, you don't need to know the detailed steps or SQL commands needed to get there.
paragraph
StaticText Declarative config is less error-prone and more scalable, especially in dynamic and complex data environments.
heading titan core vs Permifrost
code
link Permalink: titan core vs Permifrost, url='https://github.com/Titan-Systems/titan#titan-core-vs-permifrost'
paragraph
link Permifrost, url='https://gitlab.com/gitlab-data/permifrost/'
StaticText is an access-management tool for Snowflake. It helps you automate the creation of users, roles, and grants. Permifrost only manages permissions, it doesn't manage any other aspect of your Snowflake account.
paragraph
StaticText Permifrost can be very slow. Running simple Permifrost configs can take minutes to run. Titan Core is designed to run in seconds, even with complex environments.
heading titan core vs SnowDDL
code
link Permalink: titan core vs SnowDDL, url='https://github.com/Titan-Systems/titan#titan-core-vs-snowddl'
paragraph
link SnowDDL, url='https://github.com/littleK0i/SnowDDL'
StaticText is a declarative object management tool for Snowflake, similar to Titan Core. It uses a streamlined
link permissions model, url='https://docs.snowddl.com/guides/permission-model'
StaticText that simplifies granting read and write access to databases and schemas.
paragraph
StaticText SnowDDL takes a strongly opinionated stance on roles in Snowflake. If you don't need a
link 3-tier role heirarchy, url='https://docs.snowddl.com/guides/role-hierarchy'
StaticText , SnowDDL may not be a good fit.
heading Resource support
link Permalink: Resource support, url='https://github.com/Titan-Systems/titan#resource-support'
heading Legend
link Permalink: Legend, url='https://github.com/Titan-Systems/titan#legend'
list
listitem
ListMarker •
StaticText ✅ Supported
listitem
ListMarker •
StaticText 🚧 Unstable
listitem
ListMarker •
StaticText ❌ Not Yet Supported
table
rowgroup
row
columnheader Name
columnheader Supported
rowgroup
row
cell Account Resources
strong
cell
row
cell Account Parameter
cell ✅
row
cell API Integration
cell ✅
row
cell Catalog Integration
cell
row
cell ↳ Glue
cell ✅
row
cell ↳ Object Store
cell ✅
row
cell Compute Pool
cell ✅
row
cell Connection
cell ❌
row
cell Database
cell ✅
row
cell External Access Integration
cell ✅
row
cell External Volume
cell ✅
row
cell Failover Group
cell 🚧
row
cell Grant
cell
row
cell ↳ Future Grant
cell ✅
row
cell ↳ Privilege Grant
cell ✅
row
cell ↳ Role Grant
cell ✅
row
cell Network Policy
cell ✅
row
cell Notification Integration
cell
row
cell ↳ Email
cell 🚧
row
cell ↳ AWS
cell 🚧
row
cell ↳ Azure
cell 🚧
row
cell ↳ GCP
cell 🚧
row
cell Replication Group
cell 🚧
row
cell Resource Monitor
cell ✅
row
cell Role
cell ✅
row
cell Role Grant
cell ✅
row
cell Scanner Package
cell ✅
row
cell Security Integration
cell
row
cell ↳ External API
cell ❌
row
cell ↳ External OAuth
cell ❌
row
cell ↳ Snowflake OAuth
cell 🚧
row
cell ↳ SAML2
cell ❌
row
cell ↳ SCIM
cell ❌
row
cell Share
cell ✅
row
cell Storage Integration
cell
row
cell ↳ AWS
cell ✅
row
cell ↳ Azure
cell ✅
row
cell ↳ GCS
cell ✅
row
cell Tag Reference
cell ✅
row
cell User
cell ✅
row
cell Warehouse
cell ✅
row
cell
cell
row
cell Database Resources
strong
cell
row
cell Database Role
cell ✅
row
cell Schema
cell ✅
row
cell
cell
row
cell Schema Resources
strong
cell
row
cell Aggregation Policy
cell ✅
row
cell Alert
cell ✅
row
cell Authentication Policy
cell ✅
row
cell Dynamic Table
cell ✅
row
cell Event Table
cell ✅
row
cell External Function
cell 🚧
row
cell External Table
cell ❌
row
cell File Format
cell
row
cell ↳ CSV
cell ✅
row
cell ↳ JSON
cell ✅
row
cell ↳ AVRO
cell ❌
row
cell ↳ ORC
cell ❌
row
cell ↳ Parquet
cell ✅
row
cell Hybrid Table
cell 🚧
row
cell Iceberg Table
cell
row
cell ↳ Snowflake Catalog
cell ✅
row
cell ↳ AWS Glue
cell ❌
row
cell ↳ Iceberg files
cell ❌
row
cell ↳ Delta files
cell ❌
row
cell ↳ REST Catalog
cell ❌
row
cell ↳ Open Catalog
cell ❌
row
cell Image Repository
cell ✅
row
cell Masking Policy
cell ❌
row
cell Materialized View
cell 🚧
row
cell Model
cell ❌
row
cell Network Rule
cell ✅
row
cell Notebook
cell ✅
row
cell Packages Policy
cell ✅
row
cell Password Policy
cell ✅
row
cell Pipe
cell ✅
row
cell Projection Policy
cell ❌
row
cell Row Access Policy
cell ❌
row
cell Secret
cell
row
cell ↳ Generic
cell ✅
row
cell ↳ OAuth
cell ✅
row
cell ↳ Password
cell ✅
row
cell Sequence
cell ✅
row
cell Service
cell ✅
row
cell Session Policy
cell 🚧
row
cell Stage
cell ✅
row
cell ↳ External
cell ✅
row
cell ↳ Internal
cell ✅
row
cell Stored Procedure
cell
row
cell ↳ Java
cell ❌
row
cell ↳ Javascript
cell ❌
row
cell ↳ Python
cell 🚧
row
cell ↳ Scala
cell ❌
row
cell ↳ SQL
cell ❌
row
cell Stream
cell
row
cell ↳ External Table
cell ❌
row
cell ↳ Stage
cell ✅
row
cell ↳ Table
cell ✅
row
cell ↳ View
cell ✅
row
cell Streamlit
cell ❌
row
cell Table
cell 🚧
row
cell Tag
cell ✅
row
cell Task
cell ✅
row
cell User-Defined Function
cell
row
cell ↳ Java
cell ❌
row
cell ↳ Javascript
cell 🚧
row
cell ↳ Python
cell ✅
row
cell ↳ Scala
cell ❌
row
cell ↳ SQL
cell ❌
row
cell View
cell ✅
heading What if I need a type of resource isn't supported?
link Permalink: What if I need a type of resource isn't supported?, url='https://github.com/Titan-Systems/titan#what-if-i-need-a-type-of-resource-isnt-supported'
paragraph
StaticText Please
link create a GitHub issue, url='https://github.com/Titan-Systems/titan/issues'
StaticText if there's a resource you need that isn't currently supported.
heading Contributing
link Permalink: Contributing, url='https://github.com/Titan-Systems/titan#contributing'
paragraph
StaticText Contributions are welcome! Titan Core does not require a contributor license agreement.
heading The End
link Permalink: The End, url='https://github.com/Titan-Systems/titan#the-end'
paragraph
StaticText If you got this far, don't forget to star this repo.
LayoutTable
LayoutTableRow
LayoutTableCell About Titan Core - Snowflake infrastructure-as-code. Provision environments, automate deploys, CI/CD. Manage RBAC, users, roles, and data access. Declarative Python Resource API. Change Management tool for the Snowflake data warehouse. Topics devops snowflake data-warehouse secops data-engineering dataops rbac data-governance compliance-as-code Resources Readme License Apache-2.0 license Activity Custom properties Stars 444 stars Watchers 18 watching Forks 32 forks Report repository
heading About
paragraph
heading Topics
[2125] link devops, center=(1302,446), title=Topic: devops, url='https://github.com/topics/devops'
[2126] link snowflake, center=(1375,446), title=Topic: snowflake, url='https://github.com/topics/snowflake'
[2127] link data-warehouse, center=(1472,446), title=Topic: data-warehouse, url='https://github.com/topics/data-warehouse'
[2128] link secops, center=(1302,474), title=Topic: secops, url='https://github.com/topics/secops'
[2129] link data-engineering, center=(1393,474), title=Topic: data-engineering, url='https://github.com/topics/data-engineering'
[2130] link dataops, center=(1486,474), title=Topic: dataops, url='https://github.com/topics/dataops'
[2131] link rbac, center=(1295,502), title=Topic: rbac, url='https://github.com/topics/rbac'
[2132] link data-governance, center=(1378,502), title=Topic: data-governance, url='https://github.com/topics/data-governance'
[2133] link compliance-as-code, center=(1337,530), title=Topic: compliance-as-code, url='https://github.com/topics/compliance-as-code'
heading Resources
[2136] link Readme, center=(1312,572), inner_text= Readme, url='https://github.com/Titan-Systems/titan#readme-ov-file'
heading License
[2140] link Apache-2.0 license, center=(1345,601), inner_text= Apache-2.0 license, url='https://github.com/Titan-Systems/titan#Apache-2.0-1-ov-file'
[2144] link Activity, center=(1308,630), inner_text= Activity, url='https://github.com/Titan-Systems/titan/activity'
[2148] link Custom properties, center=(1343,659), inner_text= Custom properties, url='https://github.com/Titan-Systems/titan/custom-properties'
heading Stars
[2153] link 444 stars, center=(1315,688), inner_text= 444 stars, url='https://github.com/Titan-Systems/titan/stargazers'
strong
heading Watchers
[2158] link 18 watching, center=(1323,717), inner_text= 18 watching, url='https://github.com/Titan-Systems/titan/watchers'
strong
heading Forks
[2163] link 32 forks, center=(1311,746), inner_text= 32 forks, url='https://github.com/Titan-Systems/titan/forks'
strong
[2167] link Report repository, center=(1326,775), url='https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2FTitan-Systems%2Ftitan&report=Titan-Systems+%28user%29'
LayoutTableRow
LayoutTableCell Releases 47 v0.11.1 Latest 2 weeks ago + 46 releases
heading Releases 47
[2171] link Releases 47, center=(1323,830), url='https://github.com/Titan-Systems/titan/releases'
[2173] link v0.11.1 Latest 2 weeks ago, center=(1420,878), inner_text=v0.11.1
Latest, url='https://github.com/Titan-Systems/titan/releases/tag/v0.11.1'
StaticText v0.11.1
StaticText Latest
StaticText 2 weeks ago
[2181] link + 46 releases, center=(1314,924), url='https://github.com/Titan-Systems/titan/releases'
LayoutTableRow
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heading Contributors 13
[2188] link Contributors 13, center=(1420,980), inner_text=Contributors
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list
listitem
link @teej, url='https://github.com/teej'
image @teej, url='https://avatars.githubusercontent.com/u/1796?s=64&v=4'
listitem
link @titan-systems-bot, url='https://github.com/titan-systems-bot'
image @titan-systems-bot, url='https://avatars.githubusercontent.com/u/173221243?s=64&v=4'
listitem
link @titan-teej, url='https://github.com/titan-teej'
image @titan-teej, url='https://avatars.githubusercontent.com/u/157928223?s=64&v=4'
listitem
link @dwreeves, url='https://github.com/dwreeves'
image @dwreeves, url='https://avatars.githubusercontent.com/u/31971762?s=64&v=4'
listitem
link @mlavaert, url='https://github.com/mlavaert'
image @mlavaert, url='https://avatars.githubusercontent.com/u/1068047?s=64&v=4'
listitem
link @jcrobak, url='https://github.com/jcrobak'
image @jcrobak, url='https://avatars.githubusercontent.com/u/374566?s=64&v=4'
listitem
link @blbuford, url='https://github.com/blbuford'
image @blbuford, url='https://avatars.githubusercontent.com/u/1200142?s=64&v=4'
listitem
link @jamesweakley, url='https://github.com/jamesweakley'
image @jamesweakley, url='https://avatars.githubusercontent.com/u/2681392?s=64&v=4'
listitem
link @MartinCairnsSQL, url='https://github.com/MartinCairnsSQL'
image @MartinCairnsSQL, url='https://avatars.githubusercontent.com/u/4314538?s=64&v=4'
listitem
link @rcohngru, url='https://github.com/rcohngru'
image @rcohngru, url='https://avatars.githubusercontent.com/u/26910097?s=64&v=4'
listitem
link @rcohngru-ab-carval, url='https://github.com/rcohngru-ab-carval'
image @rcohngru-ab-carval, url='https://avatars.githubusercontent.com/u/120593669?s=64&v=4'
listitem
link @jeff-skoldberg-gmds, url='https://github.com/jeff-skoldberg-gmds'
image @jeff-skoldberg-gmds, url='https://avatars.githubusercontent.com/u/138161184?s=64&v=4'
listitem
link @blacksmith-sh[bot], url='https://github.com/apps/blacksmith-sh'
image @blacksmith-sh[bot], url='https://avatars.githubusercontent.com/in/807020?s=64&v=4'
LayoutTableRow
LayoutTableCell Languages Python 99.9 Makefile 0.1 Python 99.9%Makefile 0.1%
heading Languages
list
listitem
link Python 99.9%, url='https://github.com/Titan-Systems/titan/search?l=python'
listitem
link Makefile 0.1%, url='https://github.com/Titan-Systems/titan/search?l=makefile'
contentinfo
heading Footer
link Homepage, url='https://github.com/'
StaticText © 2025 GitHub, Inc.
navigation Footer
heading Footer navigation
list Footer navigation
listitem
link Terms, url='https://docs.github.com/site-policy/github-terms/github-terms-of-service'
listitem
link Privacy, url='https://docs.github.com/site-policy/privacy-policies/github-privacy-statement'
listitem
link Security, url='https://github.com/security'
listitem
link Status, url='https://www.githubstatus.com/'
listitem
link Docs, url='https://docs.github.com/'
listitem
link Contact, url='https://support.github.com/?tags=dotcom-footer'
listitem
button Manage cookies
listitem
button Do not share my personal information
generic, atomic
generic, atomic
RootWebArea Issues · Titan-Systems/titan · GitHub, focused, url='https://github.com/Titan-Systems/titan/issues'
link Skip to content, url='https://github.com/Titan-Systems/titan/issues#start-of-content'
banner
heading Navigation Menu
[193] link Homepage, center=(48,36), url='https://github.com/'
Show more
navigation Global
list
listitem
[202] button Product, center=(126,36), expanded=False, type=button
listitem
[264] button Solutions, center=(222,36), expanded=False, type=button
listitem
[306] button Resources, center=(329,36), expanded=False, type=button
listitem
[341] button Open Source, center=(451,36), expanded=False, type=button
listitem
[367] button Enterprise, center=(570,36), expanded=False, type=button
listitem
[397] link Pricing, center=(657,36), url='https://github.com/pricing'
[400] button Search or jump to…, center=(1564,36), hasPopup='dialog', inner_text=Search or jump to..., type=button
StaticText Search or jump to...
[521] link Sign in, center=(1769,36), url='https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2FTitan-Systems%2Ftitan'
[522] link Sign up, center=(1851,36), url='https://github.com/signup?ref_cta=Sign+up&ref_loc=header+logged+out&ref_page=%2F%3Cuser-name%3E%2F%3Crepo-name%3E&source=header-repo&source_repo=Titan-Systems%2Ftitan'
main
[547] link Titan-Systems, center=(120,103), url='https://github.com/Titan-Systems'
StaticText /
strong
[550] link titan, center=(218,103), url='https://github.com/Titan-Systems/titan'
StaticText Public
list
listitem
[556] link You must be signed in to change notification settings, center=(1593,102), inner_text=Notifications, url='https://github.com/login?return_to=%2FTitan-Systems%2Ftitan'
StaticText Notifications
listitem
[560] link Fork 32, center=(1712,102), url='https://github.com/login?return_to=%2FTitan-Systems%2Ftitan'
listitem
[565] link You must be signed in to star a repository, center=(1831,102), inner_text= Star 444, url='https://github.com/login?return_to=%2FTitan-Systems%2Ftitan'
StaticText Star
navigation Repository
list
listitem
[606] link Code, center=(70,158), url='https://github.com/Titan-Systems/titan'
listitem
[611] link Issues 15, center=(174,158), focused, inner_text=Issues
15, url='https://github.com/Titan-Systems/titan/issues'
listitem
[616] link Pull requests 1, center=(320,158), inner_text=Pull requests
1, url='https://github.com/Titan-Systems/titan/pulls'
listitem
[621] link Discussions, center=(468,158), url='https://github.com/Titan-Systems/titan/discussions'
listitem
[626] link Actions, center=(583,158), url='https://github.com/Titan-Systems/titan/actions'
listitem
[631] link Security, center=(684,158), url='https://github.com/Titan-Systems/titan/security'
listitem
[636] link Insights, center=(786,158), url='https://github.com/Titan-Systems/titan/pulse'
heading Issues: Titan-Systems/titan
search
search Issues
[2304] textbox Search all issues value='is:issue is:open', center=(759,222), contenteditable=True, type=text
navigation Issue
[2308] link Labels 10, center=(1246,222), inner_text= Labels 10, url='https://github.com/Titan-Systems/titan/labels'
[2311] link Milestones 0, center=(1381,222), inner_text= Milestones 0, url='https://github.com/Titan-Systems/titan/milestones'
group
[2324] button New issue, center=(1519,222), expanded=False
generic
[2351] link 15 Open, center=(409,282), inner_text= 15 Open, url='https://github.com/Titan-Systems/titan/issues?q=is%3Aopen+is%3Aissue'
[2353] link 53 Closed, center=(506,282), inner_text= 53 Closed, url='https://github.com/Titan-Systems/titan/issues?q=is%3Aissue+is%3Aclosed'
group
button Author, expanded=False, hasPopup='menu'
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button Label, expanded=False, hasPopup='menu'
[2358] span, center=(1089,282)
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button Projects, expanded=False, hasPopup='menu'
[2382] span, center=(1167,282)
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button Milestones, expanded=False, hasPopup='menu'
[2408] span, center=(1261,282)
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button Assignee, expanded=False, hasPopup='menu'
[2422] span, center=(1376,282)
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button Sort, expanded=False, hasPopup='menu'
[2438] span, center=(1477,282)
heading Issues list
[2466] span, center=(1547,282)
group Issues
[2523] link [FEATURE] Support for Classification Profiles, center=(567,330), url='https://github.com/Titan-Systems/titan/issues/186'
StaticText #186 opened
StaticText 7 hours ago
StaticText by
[2526] link anitalySuper, center=(582,355), title=Open issues created by anitalySuper, url='https://github.com/Titan-Systems/titan/issues?q=is%3Aissue+is%3Aopen+author%3AanitalySuper'
[2541] link [Feature] Support for SQL UDFs and Procedures, center=(577,392), url='https://github.com/Titan-Systems/titan/issues/185'
StaticText #185 opened
StaticText 14 hours ago
StaticText by
[2544] link rcohngru-ab-carval, center=(606,418), title=Open issues created by rcohngru-ab-carval, url='https://github.com/Titan-Systems/titan/issues?q=is%3Aissue+is%3Aopen+author%3Arcohngru-ab-carval'
[2559] link OAuth or Key-pair authentication, center=(519,456), url='https://github.com/Titan-Systems/titan/issues/183'
StaticText #183 opened
StaticText 3 days ago
StaticText by
[2562] link rus-kgo, center=(564,481), title=Open issues created by rus-kgo, url='https://github.com/Titan-Systems/titan/issues?q=is%3Aissue+is%3Aopen+author%3Arus-kgo'
[2577] link [BUG] Future grants to database roles are re-applied all the time, center=(637,518), url='https://github.com/Titan-Systems/titan/issues/182'
[2579] link bug, center=(902,519), url='https://github.com/Titan-Systems/titan/issues?q=is%3Aissue+is%3Aopen+label%3Abug'
StaticText #182 opened
StaticText 2 weeks ago
StaticText by
[2583] link mlavaert, center=(576,544), title=Open issues created by mlavaert, url='https://github.com/Titan-Systems/titan/issues?q=is%3Aissue+is%3Aopen+author%3Amlavaert'
[2598] link Ability to set a masking policy on a tag, center=(541,582), url='https://github.com/Titan-Systems/titan/issues/180'
[2600] link enhancement, center=(736,582), url='https://github.com/Titan-Systems/titan/issues?q=is%3Aissue+is%3Aopen+label%3Aenhancement'
StaticText #180 opened
StaticText 2 weeks ago
StaticText by
[2604] link d-ohare, center=(574,607), title=Open issues created by d-ohare, url='https://github.com/Titan-Systems/titan/issues?q=is%3Aissue+is%3Aopen+author%3Ad-ohare'
[2619] link [FEATURE] Ability to nest tables/views/etc under their parent schema or database config, center=(730,644), url='https://github.com/Titan-Systems/titan/issues/179'
[2621] link enhancement, center=(1114,645), url='https://github.com/Titan-Systems/titan/issues?q=is%3Aissue+is%3Aopen+label%3Aenhancement'
StaticText #179 opened
StaticText 2 weeks ago
StaticText by
[2625] link GClunies, center=(578,670), title=Open issues created by GClunies, url='https://github.com/Titan-Systems/titan/issues?q=is%3Aissue+is%3Aopen+author%3AGClunies'
[2640] link Unable to use vars in database parameter for database_roles, center=(625,708), url='https://github.com/Titan-Systems/titan/issues/178'
[2642] link bug, center=(878,708), url='https://github.com/Titan-Systems/titan/issues?q=is%3Aissue+is%3Aopen+label%3Abug'
StaticText #178 opened
StaticText 2 weeks ago
StaticText by
[2646] link toadies, center=(572,733), title=Open issues created by toadies, url='https://github.com/Titan-Systems/titan/issues?q=is%3Aissue+is%3Aopen+author%3Atoadies'
[2661] link Titan plan requires Database Role to be created before grant is analyzed, center=(668,770), url='https://github.com/Titan-Systems/titan/issues/176'
[2663] link bug, center=(964,771), url='https://github.com/Titan-Systems/titan/issues?q=is%3Aissue+is%3Aopen+label%3Abug'
StaticText #176 opened
StaticText 2 weeks ago
StaticText by
[2667] link toadies, center=(572,796), title=Open issues created by toadies, url='https://github.com/Titan-Systems/titan/issues?q=is%3Aissue+is%3Aopen+author%3Atoadies'
[2675] link 3 comments, center=(1538,769), inner_text= 3, url='https://github.com/Titan-Systems/titan/issues/176'
[2685] link Unable to use vars in Schema Owner, center=(533,834), url='https://github.com/Titan-Systems/titan/issues/175'
[2687] link bug, center=(696,834), url='https://github.com/Titan-Systems/titan/issues?q=is%3Aissue+is%3Aopen+label%3Abug'
StaticText #175 opened
StaticText 2 weeks ago
StaticText by
[2691] link toadies, center=(572,859), title=Open issues created by toadies, url='https://github.com/Titan-Systems/titan/issues?q=is%3Aissue+is%3Aopen+author%3Atoadies'
[2699] link 4 comments, center=(1538,832), inner_text= 4, url='https://github.com/Titan-Systems/titan/issues/175'
[2709] link [FEATURE] Support for Snowflake masking policies and custom classifiers, center=(678,896), url='https://github.com/Titan-Systems/titan/issues/171'
[2711] link enhancement, center=(1012,897), url='https://github.com/Titan-Systems/titan/issues?q=is%3Aissue+is%3Aopen+label%3Aenhancement'
StaticText #171 opened
StaticText 3 weeks ago
StaticText by
[2715] link anitalySuper, center=(586,922), title=Open issues created by anitalySuper, url='https://github.com/Titan-Systems/titan/issues?q=is%3Aissue+is%3Aopen+author%3AanitalySuper'
[2723] link 1 comment, center=(1538,895), inner_text= 1, url='https://github.com/Titan-Systems/titan/issues/171'
[2733] link Behavior bundle 2024_08 has potentially breaking changes, center=(618,960), url='https://github.com/Titan-Systems/titan/issues/147'
StaticText #147 opened
StaticText on Nov 7, 2024
StaticText by
[2736] link teej, center=(577,985), title=Open issues created by teej, url='https://github.com/Titan-Systems/titan/issues?q=is%3Aissue+is%3Aopen+author%3Ateej'
[2744] link 2 comments, center=(1538,958), inner_text= 2, url='https://github.com/Titan-Systems/titan/issues/147'
[2754] link Resources and role_grants are not running in the correct order --maybe?, center=(670,1022), url='https://github.com/Titan-Systems/titan/issues/119'
[2756] link bug, center=(970,1023), url='https://github.com/Titan-Systems/titan/issues?q=is%3Aissue+is%3Aopen+label%3Abug'
StaticText #119 opened
StaticText on Oct 9, 2024
StaticText by
[2760] link dsmdavid, center=(590,1048), title=Open issues created by dsmdavid, url='https://github.com/Titan-Systems/titan/issues?q=is%3Aissue+is%3Aopen+author%3Adsmdavid'
[2768] link 6 comments, center=(1538,1021), inner_text= 6, url='https://github.com/Titan-Systems/titan/issues/119'
link [Documentation] resource_type.md is not availalble, url='https://github.com/Titan-Systems/titan/issues/116'
link documentation, url='https://github.com/Titan-Systems/titan/issues?q=is%3Aissue+is%3Aopen+label%3Adocumentation'
StaticText #116 opened
StaticText on Sep 26, 2024
StaticText by
link pikachuev, url='https://github.com/Titan-Systems/titan/issues?q=is%3Aissue+is%3Aopen+author%3Apikachuev'
link 1 comment, url='https://github.com/Titan-Systems/titan/issues/116'
link Curious behavior with grant_on_alls: it keeps adding new resources, url='https://github.com/Titan-Systems/titan/issues/113'
link enhancement, url='https://github.com/Titan-Systems/titan/issues?q=is%3Aissue+is%3Aopen+label%3Aenhancement'
link performance, url='https://github.com/Titan-Systems/titan/issues?q=is%3Aissue+is%3Aopen+label%3Aperformance'
StaticText #113 opened
StaticText on Sep 13, 2024
StaticText by
link alessio-gastaldo, url='https://github.com/Titan-Systems/titan/issues?q=is%3Aissue+is%3Aopen+author%3Aalessio-gastaldo'
link 3 comments, url='https://github.com/Titan-Systems/titan/issues/113'
link Support for resource parameters causes performance issues, url='https://github.com/Titan-Systems/titan/issues/88'
link performance, url='https://github.com/Titan-Systems/titan/issues?q=is%3Aissue+is%3Aopen+label%3Aperformance'
StaticText #88 opened
StaticText on Jul 25, 2024
StaticText by
link titan-teej, url='https://github.com/Titan-Systems/titan/issues?q=is%3Aissue+is%3Aopen+author%3Atitan-teej'
strong
StaticText ProTip!
StaticText Type
StaticText on any issue or pull request to go back to the issue listing page.
contentinfo
heading Footer
link Homepage, url='https://github.com/'
StaticText © 2025 GitHub, Inc.
navigation Footer
heading Footer navigation
list Footer navigation
listitem
link Terms, url='https://docs.github.com/site-policy/github-terms/github-terms-of-service'
listitem
link Privacy, url='https://docs.github.com/site-policy/privacy-policies/github-privacy-statement'
listitem
link Security, url='https://github.com/security'
listitem
link Status, url='https://www.githubstatus.com/'
listitem
link Docs, url='https://docs.github.com/'
listitem
link Contact, url='https://support.github.com/?tags=dotcom-footer'
listitem
button Manage cookies
listitem
button Do not share my personal information
generic, atomic
StaticText Issues · Titan-Systems/titan · GitHub
generic, atomic
Reasoning for action: My goal is to explore the issues section of the Titan Systems GitHub repository to understand existing issues and potential features to contribute to the project. Clicking on the 'Issues' link (identified by the code '611') is a direct action that takes me to the relevant section where I can view and analyze open issues.
Action: click('611') # Click on the 'Issues' link to explore any reported issues in the repository.
Change Description: After clicking the 'Issues' link, the browser navigated to the Issues page of the Titan-Systems/titan repository, displaying the title 'Issues' along with a list of open and closed issues, where users can search issues or report new ones. The main navigation menu and repository details remained accessible, allowing further interactions.
Screenshot before:Screenshot after:---
Step 3:
Url (before/after):
https://github.com/Titan-Systems/titan/issues
https://github.com/Titan-Systems/titan/issues/186
Content (before/after):
RootWebArea Issues · Titan-Systems/titan · GitHub, focused, url='https://github.com/Titan-Systems/titan/issues'
link Skip to content, url='https://github.com/Titan-Systems/titan/issues#start-of-content'
banner
heading Navigation Menu
[193] link Homepage, center=(48,36), url='https://github.com/'
Show more
navigation Global
list
listitem
[202] button Product, center=(126,36), expanded=False, type=button
listitem
[264] button Solutions, center=(222,36), expanded=False, type=button
listitem
[306] button Resources, center=(329,36), expanded=False, type=button
listitem
[341] button Open Source, center=(451,36), expanded=False, type=button
listitem
[367] button Enterprise, center=(570,36), expanded=False, type=button
listitem
[397] link Pricing, center=(657,36), url='https://github.com/pricing'
[400] button Search or jump to…, center=(1564,36), hasPopup='dialog', inner_text=Search or jump to..., type=button
StaticText Search or jump to...
[521] link Sign in, center=(1769,36), url='https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2FTitan-Systems%2Ftitan'
[522] link Sign up, center=(1851,36), url='https://github.com/signup?ref_cta=Sign+up&ref_loc=header+logged+out&ref_page=%2F%3Cuser-name%3E%2F%3Crepo-name%3E&source=header-repo&source_repo=Titan-Systems%2Ftitan'
main
[547] link Titan-Systems, center=(120,103), url='https://github.com/Titan-Systems'
StaticText /
strong
[550] link titan, center=(218,103), url='https://github.com/Titan-Systems/titan'
StaticText Public
list
listitem
[556] link You must be signed in to change notification settings, center=(1593,102), inner_text=Notifications, url='https://github.com/login?return_to=%2FTitan-Systems%2Ftitan'
StaticText Notifications
listitem
[560] link Fork 32, center=(1712,102), url='https://github.com/login?return_to=%2FTitan-Systems%2Ftitan'
listitem
[565] link You must be signed in to star a repository, center=(1831,102), inner_text= Star 444, url='https://github.com/login?return_to=%2FTitan-Systems%2Ftitan'
StaticText Star
navigation Repository
list
listitem
[606] link Code, center=(70,158), url='https://github.com/Titan-Systems/titan'
listitem
[611] link Issues 15, center=(174,158), focused, inner_text=Issues
15, url='https://github.com/Titan-Systems/titan/issues'
listitem
[616] link Pull requests 1, center=(320,158), inner_text=Pull requests
1, url='https://github.com/Titan-Systems/titan/pulls'
listitem
[621] link Discussions, center=(468,158), url='https://github.com/Titan-Systems/titan/discussions'
listitem
[626] link Actions, center=(583,158), url='https://github.com/Titan-Systems/titan/actions'
listitem
[631] link Security, center=(684,158), url='https://github.com/Titan-Systems/titan/security'
listitem
[636] link Insights, center=(786,158), url='https://github.com/Titan-Systems/titan/pulse'
heading Issues: Titan-Systems/titan
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search Issues
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[2311] link Milestones 0, center=(1381,222), inner_text= Milestones 0, url='https://github.com/Titan-Systems/titan/milestones'
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[2324] button New issue, center=(1519,222), expanded=False
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[2351] link 15 Open, center=(409,282), inner_text= 15 Open, url='https://github.com/Titan-Systems/titan/issues?q=is%3Aopen+is%3Aissue'
[2353] link 53 Closed, center=(506,282), inner_text= 53 Closed, url='https://github.com/Titan-Systems/titan/issues?q=is%3Aissue+is%3Aclosed'
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[2438] span, center=(1477,282)
heading Issues list
[2466] span, center=(1547,282)
group Issues
[2523] link [FEATURE] Support for Classification Profiles, center=(567,330), url='https://github.com/Titan-Systems/titan/issues/186'
StaticText #186 opened
StaticText 7 hours ago
StaticText by
[2526] link anitalySuper, center=(582,355), title=Open issues created by anitalySuper, url='https://github.com/Titan-Systems/titan/issues?q=is%3Aissue+is%3Aopen+author%3AanitalySuper'
[2541] link [Feature] Support for SQL UDFs and Procedures, center=(577,392), url='https://github.com/Titan-Systems/titan/issues/185'
StaticText #185 opened
StaticText 14 hours ago
StaticText by
[2544] link rcohngru-ab-carval, center=(606,418), title=Open issues created by rcohngru-ab-carval, url='https://github.com/Titan-Systems/titan/issues?q=is%3Aissue+is%3Aopen+author%3Arcohngru-ab-carval'
[2559] link OAuth or Key-pair authentication, center=(519,456), url='https://github.com/Titan-Systems/titan/issues/183'
StaticText #183 opened
StaticText 3 days ago
StaticText by
[2562] link rus-kgo, center=(564,481), title=Open issues created by rus-kgo, url='https://github.com/Titan-Systems/titan/issues?q=is%3Aissue+is%3Aopen+author%3Arus-kgo'
[2577] link [BUG] Future grants to database roles are re-applied all the time, center=(637,518), url='https://github.com/Titan-Systems/titan/issues/182'
[2579] link bug, center=(902,519), url='https://github.com/Titan-Systems/titan/issues?q=is%3Aissue+is%3Aopen+label%3Abug'
StaticText #182 opened
StaticText 2 weeks ago
StaticText by
[2583] link mlavaert, center=(576,544), title=Open issues created by mlavaert, url='https://github.com/Titan-Systems/titan/issues?q=is%3Aissue+is%3Aopen+author%3Amlavaert'
[2598] link Ability to set a masking policy on a tag, center=(541,582), url='https://github.com/Titan-Systems/titan/issues/180'
[2600] link enhancement, center=(736,582), url='https://github.com/Titan-Systems/titan/issues?q=is%3Aissue+is%3Aopen+label%3Aenhancement'
StaticText #180 opened
StaticText 2 weeks ago
StaticText by
[2604] link d-ohare, center=(574,607), title=Open issues created by d-ohare, url='https://github.com/Titan-Systems/titan/issues?q=is%3Aissue+is%3Aopen+author%3Ad-ohare'
[2619] link [FEATURE] Ability to nest tables/views/etc under their parent schema or database config, center=(730,644), url='https://github.com/Titan-Systems/titan/issues/179'
[2621] link enhancement, center=(1114,645), url='https://github.com/Titan-Systems/titan/issues?q=is%3Aissue+is%3Aopen+label%3Aenhancement'
StaticText #179 opened
StaticText 2 weeks ago
StaticText by
[2625] link GClunies, center=(578,670), title=Open issues created by GClunies, url='https://github.com/Titan-Systems/titan/issues?q=is%3Aissue+is%3Aopen+author%3AGClunies'
[2640] link Unable to use vars in database parameter for database_roles, center=(625,708), url='https://github.com/Titan-Systems/titan/issues/178'
[2642] link bug, center=(878,708), url='https://github.com/Titan-Systems/titan/issues?q=is%3Aissue+is%3Aopen+label%3Abug'
StaticText #178 opened
StaticText 2 weeks ago
StaticText by
[2646] link toadies, center=(572,733), title=Open issues created by toadies, url='https://github.com/Titan-Systems/titan/issues?q=is%3Aissue+is%3Aopen+author%3Atoadies'
[2661] link Titan plan requires Database Role to be created before grant is analyzed, center=(668,770), url='https://github.com/Titan-Systems/titan/issues/176'
[2663] link bug, center=(964,771), url='https://github.com/Titan-Systems/titan/issues?q=is%3Aissue+is%3Aopen+label%3Abug'
StaticText #176 opened
StaticText 2 weeks ago
StaticText by
[2667] link toadies, center=(572,796), title=Open issues created by toadies, url='https://github.com/Titan-Systems/titan/issues?q=is%3Aissue+is%3Aopen+author%3Atoadies'
[2675] link 3 comments, center=(1538,769), inner_text= 3, url='https://github.com/Titan-Systems/titan/issues/176'
[2685] link Unable to use vars in Schema Owner, center=(533,834), url='https://github.com/Titan-Systems/titan/issues/175'
[2687] link bug, center=(696,834), url='https://github.com/Titan-Systems/titan/issues?q=is%3Aissue+is%3Aopen+label%3Abug'
StaticText #175 opened
StaticText 2 weeks ago
StaticText by
[2691] link toadies, center=(572,859), title=Open issues created by toadies, url='https://github.com/Titan-Systems/titan/issues?q=is%3Aissue+is%3Aopen+author%3Atoadies'
[2699] link 4 comments, center=(1538,832), inner_text= 4, url='https://github.com/Titan-Systems/titan/issues/175'
[2709] link [FEATURE] Support for Snowflake masking policies and custom classifiers, center=(678,896), url='https://github.com/Titan-Systems/titan/issues/171'
[2711] link enhancement, center=(1012,897), url='https://github.com/Titan-Systems/titan/issues?q=is%3Aissue+is%3Aopen+label%3Aenhancement'
StaticText #171 opened
StaticText 3 weeks ago
StaticText by
[2715] link anitalySuper, center=(586,922), title=Open issues created by anitalySuper, url='https://github.com/Titan-Systems/titan/issues?q=is%3Aissue+is%3Aopen+author%3AanitalySuper'
[2723] link 1 comment, center=(1538,895), inner_text= 1, url='https://github.com/Titan-Systems/titan/issues/171'
[2733] link Behavior bundle 2024_08 has potentially breaking changes, center=(618,960), url='https://github.com/Titan-Systems/titan/issues/147'
StaticText #147 opened
StaticText on Nov 7, 2024
StaticText by
[2736] link teej, center=(577,985), title=Open issues created by teej, url='https://github.com/Titan-Systems/titan/issues?q=is%3Aissue+is%3Aopen+author%3Ateej'
[2744] link 2 comments, center=(1538,958), inner_text= 2, url='https://github.com/Titan-Systems/titan/issues/147'
[2754] link Resources and role_grants are not running in the correct order --maybe?, center=(670,1022), url='https://github.com/Titan-Systems/titan/issues/119'
[2756] link bug, center=(970,1023), url='https://github.com/Titan-Systems/titan/issues?q=is%3Aissue+is%3Aopen+label%3Abug'
StaticText #119 opened
StaticText on Oct 9, 2024
StaticText by
[2760] link dsmdavid, center=(590,1048), title=Open issues created by dsmdavid, url='https://github.com/Titan-Systems/titan/issues?q=is%3Aissue+is%3Aopen+author%3Adsmdavid'
[2768] link 6 comments, center=(1538,1021), inner_text= 6, url='https://github.com/Titan-Systems/titan/issues/119'
link [Documentation] resource_type.md is not availalble, url='https://github.com/Titan-Systems/titan/issues/116'
link documentation, url='https://github.com/Titan-Systems/titan/issues?q=is%3Aissue+is%3Aopen+label%3Adocumentation'
StaticText #116 opened
StaticText on Sep 26, 2024
StaticText by
link pikachuev, url='https://github.com/Titan-Systems/titan/issues?q=is%3Aissue+is%3Aopen+author%3Apikachuev'
link 1 comment, url='https://github.com/Titan-Systems/titan/issues/116'
link Curious behavior with grant_on_alls: it keeps adding new resources, url='https://github.com/Titan-Systems/titan/issues/113'
link enhancement, url='https://github.com/Titan-Systems/titan/issues?q=is%3Aissue+is%3Aopen+label%3Aenhancement'
link performance, url='https://github.com/Titan-Systems/titan/issues?q=is%3Aissue+is%3Aopen+label%3Aperformance'
StaticText #113 opened
StaticText on Sep 13, 2024
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link alessio-gastaldo, url='https://github.com/Titan-Systems/titan/issues?q=is%3Aissue+is%3Aopen+author%3Aalessio-gastaldo'
link 3 comments, url='https://github.com/Titan-Systems/titan/issues/113'
link Support for resource parameters causes performance issues, url='https://github.com/Titan-Systems/titan/issues/88'
link performance, url='https://github.com/Titan-Systems/titan/issues?q=is%3Aissue+is%3Aopen+label%3Aperformance'
StaticText #88 opened
StaticText on Jul 25, 2024
StaticText by
link titan-teej, url='https://github.com/Titan-Systems/titan/issues?q=is%3Aissue+is%3Aopen+author%3Atitan-teej'
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StaticText ProTip!
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StaticText on any issue or pull request to go back to the issue listing page.
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StaticText Issues · Titan-Systems/titan · GitHub
generic, atomic
RootWebArea [FEATURE] Support for Classification Profiles · Issue #186 · Titan-Systems/titan · GitHub, focused, url='https://github.com/Titan-Systems/titan/issues/186'
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[400] button Search or jump to…, center=(1564,36), hasPopup='dialog', inner_text=Search or jump to..., type=button
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[547] link Titan-Systems, center=(120,103), url='https://github.com/Titan-Systems'
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[2871] button New issue, center=(1527,226), expanded=False
heading [FEATURE] Support for Classification Profiles #186
StaticText Open
[2900] link anitalySuper, center=(482,268), url='https://github.com/anitalySuper'
StaticText opened this issue
StaticText 7 hours ago
StaticText · 0 comments
heading Comments
[2929] link @anitalySuper, center=(372,354), url='https://github.com/anitalySuper'
image @anitalySuper, url='https://avatars.githubusercontent.com/u/162352597?s=80&v=4'
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[2939] image Show options, center=(1219,352)
heading anitalySuper commented 7 hours ago•
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[2948] link anitalySuper, center=(467,352), url='https://github.com/anitalySuper'
[2949] link 7 hours ago, center=(627,352), url='https://github.com/Titan-Systems/titan/issues/186#issue-2766865768'
StaticText •
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LayoutTableCell Add support to create classification profiles in Snowflake, which enables automatic sensitive data classification, and apply the classification profile to a specified schema. https://docs.snowflake.com/en/sql-reference/classes/classification_profile/commands/create-classification-profile. https://docs.snowflake.com/en/user-guide/classify-auto#get-started
paragraph
paragraph
[2970] link https://docs.snowflake.com/en/sql-reference/classes/classification_profile/commands/create-classification-profile, center=(772,456), url='https://docs.snowflake.com/en/sql-reference/classes/classification_profile/commands/create-classification-profile'
[2972] link https://docs.snowflake.com/en/user-guide/classify-auto#get-started, center=(632,477), url='https://docs.snowflake.com/en/user-guide/classify-auto#get-started'
[2956] svg, center=(727,354)
[2955] span, center=(698,352), inner_text=edited
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[3043] link @anitalySuper, center=(1285,778), url='https://github.com/anitalySuper'
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StaticText [FEATURE] Support for Classification Profiles · Issue #186 · Titan-Systems/titan · GitHub
generic, atomic
Reasoning for action: The issue list displays various open issues in the GitHub repository. Clicking on the link corresponding to the issue titled '[FEATURE] Support for Classification Profiles' will navigate me to the detailed view of that issue. This is crucial for achieving the user's goal of understanding existing issues and potential features to contribute to, as each issue contains valuable information, discussions, and context that can guide the user's contributions.
Action: click('2523') # Click on the first open issue titled '[FEATURE] Support for Classification Profiles'.
Change Description: The browser navigated from the issues list of the 'Titan-Systems/titan' repository to the specific issue page of the first open issue titled '[FEATURE] Support for Classification Profiles', displaying its details, comments, and associated links.
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