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# Traces | ||
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A transaction's trace frames are the individual steps the transaction took. | ||
Using traces, Ape is able to offer features like: | ||
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1. Showing a pretty call-tree from a transaction receipt | ||
2. Gas reporting in `ape test` | ||
3. Coverage tools in `ape test` | ||
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Some network providers, such as Alchemy and Foundry, implement `debug_traceTransaction` and Parity's `trace_transaction` affording tracing capabilities in Ape. | ||
**WARN**: Without RPCs for obtaining traces, some features such as gas-reporting and coverage are limited. | ||
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To see a transaction trace, use the [show_trace()](../methoddocs/api.html#ape.api.transactions.ReceiptAPI.show_trace) method on a receipt API object. | ||
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Here is an example using `show_trace()` in Python code to print out a transaction's trace. | ||
**NOTE**: This code runs assuming you are connected to `ethereum:mainnet` using a provider with tracing RPCs. | ||
To learn more about networks in Ape, see the [networks guide](./networks.html). | ||
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```python | ||
from ape import chain | ||
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tx = chain.provider.get_receipt('0xb7d7f1d5ce7743e821d3026647df486f517946ef1342a1ae93c96e4a8016eab7') | ||
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# Show the steps the transaction took. | ||
tx.show_trace() | ||
``` | ||
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You should see a (less-abridged) trace like: | ||
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``` | ||
Call trace for '0xb7d7f1d5ce7743e821d3026647df486f517946ef1342a1ae93c96e4a8016eab7' | ||
tx.origin=0x5668EAd1eDB8E2a4d724C8fb9cB5fFEabEB422dc | ||
DSProxy.execute(_target=LoanShifterTaker, _data=0x35..0000) -> "" [1421947 gas] | ||
└── (delegate) LoanShifterTaker.moveLoan( | ||
_exchangeData=[ | ||
0xEeeeeEeeeEeEeeEeEeEeeEEEeeeeEeeeeeeeEEeE, | ||
ZERO_ADDRESS, | ||
... | ||
# Abridged because is super long # | ||
... | ||
│ └── LendingRateOracle.getMarketBorrowRate(_asset=DAI) -> | ||
│ 35000000000000000000000000 [1164 gas] | ||
├── DSProxy.authority() -> DSGuard [1291 gas] | ||
├── DSGuard.forbid(src=LoanShifterReceiver, dst=DSProxy, sig=0x1c..0000) [5253 gas] | ||
└── DefisaverLogger.Log( | ||
_contract=DSProxy, | ||
_caller=tx.origin, | ||
_logName="LoanShifter", | ||
_data=0x00..0000 | ||
) [6057 gas] | ||
``` | ||
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Similarly, you can use the provider directly to get a trace. | ||
This is useful if you want to interact with the trace or change some parameters for creating the trace. | ||
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```python | ||
from ape import chain | ||
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# Change the `debug_traceTransaction` parameter dictionary | ||
trace = chain.provider.get_transaction_trace( | ||
"0x...", debug_trace_transaction_parameters={"enableMemory": False} | ||
) | ||
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# You can still print the pretty call-trace (as we did in the example above) | ||
print(trace) | ||
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# Interact with low-level logs for deeper analysis. | ||
struct_logs = trace.get_raw_frames() | ||
``` | ||
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## Tracing Calls | ||
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Some network providers trace calls in addition to transactions. | ||
EVM-based providers best achieve this by implementing the `debug_traceCall` RPC. | ||
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If you want to see the trace of call when making the call, use the `show_trace=` flag: | ||
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```python | ||
token.balanceOf(account, show_trace=True) | ||
``` | ||
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**WARN**: If your provider does not properly support call-tracing (e.g. doesn't implement `debug_traceCall`), traces are limited to the top-level call. | ||
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Ape traces calls automatically when using `--gas` or `--coverage` in tests to build reports. | ||
Learn more about testing in Ape in the [testing guide](./testing.html) and in the following sections. | ||
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## Gas Reports | ||
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To view the gas report of a transaction receipt, use the [ReceiptAPI.show_gas_report()](../methoddocs/api.html?highlight=receiptapi#ape.api.transactions.ReceiptAPI.show_gas_report) method: | ||
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```python | ||
from ape import networks | ||
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txn_hash = "0x053cba5c12172654d894f66d5670bab6215517a94189a9ffc09bc40a589ec04d" | ||
receipt = networks.provider.get_receipt(txn_hash) | ||
receipt.show_gas_report() | ||
``` | ||
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It outputs tables of contracts and methods with gas usages that look like this: | ||
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``` | ||
DAI Gas | ||
Method Times called Min. Max. Mean Median | ||
──────────────────────────────────────────────────────────────── | ||
balanceOf 4 1302 13028 1302 1302 | ||
allowance 2 1377 1377 1337 1337 | ||
│ approve 1 22414 22414 22414 22414 | ||
│ burn 1 11946 11946 11946 11946 | ||
│ mint 1 25845 25845 25845 25845 | ||
``` |
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