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Getting Started
Getting Started
Before You Start
60-Second Overview
Quickstart (Python)
Quickstart (CLI)
Quickstart (Fabric)
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CLI Cheatsheet
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Tutorials
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Beginner
Beginner
01: Hello Spindle
02: Explore Domains
03: Custom Schemas
04: Output Formats
Intermediate
Intermediate
05: Star Schema
06: Streaming
07: Chaos Engineering
08: Validation Gates
09: Composite Domains
Fabric
Fabric
10: Fabric Lakehouse
11: Fabric Warehouse
12: Fabric Streaming
13: Medallion Architecture
Advanced
Advanced
14: Scenario Packs
15: GSL Specs
16: Day 2 Operations
17: CI Integration
Guides
Guides
Generation Strategies
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Distribution Profiles
DDL Import
Schema Learning
Incremental & Day 2
Composite Presets
Semantic Model Export
Chaos Engine
Validation Gates
Verifying Data Quality
Simulation
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API Reference
sqllocks_spindle
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chaos
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scenarios
adventureworks
enterprise
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domains
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base
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capital_markets
capital_markets
composite
education
education
education
financial
financial
financial
healthcare
healthcare
healthcare
hr
hr
hr
insurance
insurance
insurance
iot
iot
iot
manufacturing
manufacturing
manufacturing
marketing
marketing
marketing
pulse
pulse
pulse
real_estate
real_estate
real_estate
retail
retail
retail
shared_registry
supply_chain
supply_chain
supply_chain
telecom
telecom
telecom
engine
engine
async_job_store
chunk_worker
chunked_generator
correlation
data
data
names
generator
id_manager
job_tracker
rules
rules
business_rules
scale_router
sink_registry
sinks
sinks
base
kql
lakehouse
memory
parquet
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warehouse
spark_router
strategies
strategies
base
composite_foreign_key
computed
conditional
correlated
derived
distribution
empirical
enum
faker_strategy
first_per_parent
foreign_key
formula
lifecycle
lookup
native
pattern
record_field
record_sample
reference_data
scd2
self_referencing
sequence
temporal
uuid_strategy
stream_manager
table_generator
fabric
fabric
credentials
eventhouse_writer
eventstream_client
lakehouse_files_writer
multi_writer
notebook_template
onelake_paths
semantic_model_writer
setup_environment
sql_database_writer
stream_writer_convenience
warehouse_bulk_writer
incremental
incremental
continue_config
continue_engine
time_travel
inference
inference
advanced_profiler
comparator
database_profiler
lakehouse_profiler
masker
profile_io
profile_store
profiler
safe_profile
safe_profile_adapter
safe_validator
schema_builder
tier2_profiler
tier3_research
manifests
manifests
run_manifest
mcp_bridge
mcp_bridge_server
notebooks
observability
output
output
csv_writer
delta_writer
fabric_utils
multi_store_writer
pandas_writer
packs
packs
loader
runner
validator
presets
presets
builtin
registry
profiles
profiles
profile
registry
schema
schema
ddl_parser
dependency
inference
inference
business_rule_inference
cardinality_inference
column_classifier
correlation_inference
enum_inference
fk_distribution
numeric_inference
table_classifier
temporal_inference
parser
validator
simulation
simulation
clickstream_patterns
file_drop
financial_patterns
hybrid
iot_patterns
operational_log_patterns
pulse_patterns
scd2_file_drops
state_machine
stream_emit
specs
specs
gsl_parser
streaming
streaming
anomaly
config
envelope
multi_writer
rate_limiter
sinks
sinks
console_sink
eventhub_sink
file_sink
kafka_sink
stream_writer
streamer
transform
transform
cdm_mapper
star_schema
validation
validation
gates
quarantine
verify
verify
loader
report
runner
Changelog
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domains
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