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Get Started Free →Write and run integration tests against a GenLayer environment.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-02 | ✗→✓ | ▲ Improved | -24% | 0% |
| case-01 | ✗→✓ | ▲ Improved | -6% | 0% |
| case-03 | ✗→✓ | ▲ Improved | 21% | 0% |
| case-04 | ✗→✓ | ▲ Improved | 22% | 0% |
| case-06 | ✗→✓ | ▲ Improved | -6% | 0% |
Run contracts against a real GenLayer environment (GLSim, Studio, or testnet) with full consensus validation.
bash# Against default network (from gltest.config.yaml) gltest tests/integration/ -v -s # Against specific network gltest tests/integration/ -v -s --network localnet gltest tests/integration/ -v -s --network studionet gltest tests/integration/ -v -s --network testnet_bradbury
Always use -v -s for visible output during development.
pythonfrom gltest import get_contract_factory from gltest.assertions import tx_execution_succeeded def test_full_flow(): factory = get_contract_factory("MyContract") contract = factory.deploy(args=[]) # Write methods return transaction receipts tx_receipt = contract.set_data(args=["hello"]).transact() assert tx_execution_succeeded(tx_receipt) # Read methods return values directly result = contract.get_data(args=[contract.address]).call() assert result == "hello"
ACCEPTED and FINALIZED are transaction lifecycle states, not proof that contract execution succeeded. A transaction can be accepted and finalized with an execution error, and failed execution applies no state changes. For deploy transactions, failed execution means no contract is created.
Always assert tx_execution_succeeded(receipt) before reading state, checking schema/code, or treating a missing contract as an infrastructure issue.
| | Direct Mode | Integration Tests | |---|---|---| | Speed | ~30ms | ~seconds to minutes | | Server required | No | Yes (GLSim, Studio, or testnet) | | Consensus | Leader only | Full leader + validators | | Write methods | Return values directly | Return transaction receipts | | Read methods | Return values directly | Use .call() | | Mocking | mock_web() / mock_llm() | Real web/LLM calls |
Write methods (state-changing):
python# .transact() submits and waits for consensus tx_receipt = contract.method_name(args=[arg1, arg2]).transact() assert tx_execution_succeeded(tx_receipt)
Read methods (view-only):
python# .call() reads without transaction result = contract.view_method(args=[arg1]).call()
yamlcontract_path: contracts/ networks: localnet: # GenLayer Studio running locally studionet: # studio.genlayer.com — gasless, no funding needed (0 GEN balance is fine) testnet_bradbury: accounts: - "${ACCOUNT_PRIVATE_KEY_1}" - "${ACCOUNT_PRIVATE_KEY_2}"
pythonimport pytest @pytest.mark.slow def test_expensive_operation(): """Excluded by default. Run with: gltest -m slow""" pass
pip install genlayer-test[sim], glsim --port 4000 --validators 5) — lightweight, no Docker, ~1s startup. Runs Python natively, not in GenVM. Good for fast iteration.genlayer up) — full GenVM, real consensus, Docker required. Validates runtime compatibility.Direct mode should cover most logic testing. Use integration tests for final validation before deploying.
Clear cache: rm -rf .gltest_cache
Run single tests during development:
bashgltest tests/integration/test_file.py::test_specific -v -s
When working with mock validators, convert to dicts:
pythontransaction_context = {"validators": [v.to_dict() for v in mock_validators]}
studio.genlayer.com enforces per-IP limits: 60 req/min, 1000 req/hr, 10000 req/day. Limits aren't permanent — once tripped, further requests are rejected until the current window resets (next minute / hour / day cycle). Throttle batch tests, run heavy suites against localnet (GLSim or local Studio), or pace .transact() calls.
-32028 is the related pending-queue cap — up to 32 in-flight txs per sender; a separate cap also applies per contract to prevent flooding the shared Studio. Wait for receipts before submitting the next batch instead of firing in parallel.
Other measured skills in the registry, with their headline benchmark lift.