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| Original file line number | Diff line number | Diff line change | ||||
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| @@ -1,16 +1,21 @@ | ||||||
| # How to use bpfvv | ||||||
| ### Disclaimer | ||||||
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| BPF Verifier Visualizer aims to help with analysis of Linux Kernel BPF verification logs. | ||||||
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| > [!WARNING] | ||||||
| > The bpfvv app is in early stages of development, and you should expect | ||||||
| > bugs, UI inconveniences and significant changes from week to week. | ||||||
| > | ||||||
| > If you're working with BPF and you think this tool (or a better | ||||||
| > version of it) would be useful, feel free to use it and don't be shy | ||||||
| > to report issues and request features via github. Thanks! | ||||||
| Just as any other debugging tool, **bpfvv** may help you better understand ***what** is happenning* with the verification of your BPF program. | ||||||
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| But it is up to you to figure out ***why** is it happening*. | ||||||
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| # How to use bpfvv | ||||||
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| Go here: https://libbpf.github.io/bpfvv/ | ||||||
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| Load a log by pasting it into the text box or choosing a file. | ||||||
| You can load a log by pasting it into the text box or choosing a local file. | ||||||
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| You can also use `url` query parameter linking to a raw log file, for example: | ||||||
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| ``` | ||||||
| https://libbpf.github.io/bpfvv/?url=https://gist.githubusercontent.com/theihor/e0002c119414e6b40e2192bd7ced01b1/raw/866bcc155c2ce848dcd4bc7fd043a97f39a2d370/gistfile1.txt | ||||||
| ``` | ||||||
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| The app expects BPF verifier log of `BPF_LOG_LEVEL1`[^1]. This is a log | ||||||
| that you get when your BPF program has failed verification on load | ||||||
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@@ -42,14 +47,32 @@ lot of information about the interpreted state of the program on each | |||||
| instruction. The app parses the log and re-constructs program states | ||||||
| in order to display potentially useful information in interactive way. | ||||||
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| There are two main views of the program: | ||||||
| * (on the left) formatted log, instruction stream | ||||||
| * (on the right) program state: known values of registers and stack slots | ||||||
| <img width="1306" alt="Screenshot 2025-04-25 at 4 19 21 PM" src="https://github.com/user-attachments/assets/ccd9337a-14b0-4c13-afcc-cdfc1b2d46e5" /> | ||||||
| ## UI overview | ||||||
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| There are three main views of the program: | ||||||
| * (on the left) C source view | ||||||
| * (in the middle) interactive instruction stream | ||||||
| * (on the right) program state: known values of registers and stack slots *at selected log line* | ||||||
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| The left and right views are hidable: | ||||||
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| https://github.com/user-attachments/assets/758d650b-22f1-49f0-ab46-ae1a089667a8 | ||||||
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| ### Top bar | ||||||
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| The top bar contains basic app controls such as: | ||||||
| * clear current log | ||||||
| * load an example log | ||||||
| * load a local file | ||||||
| * link to this howto doc | ||||||
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| ## What's in the log | ||||||
| https://github.com/user-attachments/assets/4d3f8aa0-cb9d-46e0-ae46-a1224c7a5600 | ||||||
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| Notice that the displayed text has different content than the raw log. | ||||||
| ### The instruction stream | ||||||
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| The main view of the log is the interactive instruction stream. | ||||||
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| Notice that the displayed text has content different from the raw log. | ||||||
| For example, consider this line: | ||||||
| ``` | ||||||
| 1: (7b) *(u64 *)(r10 -24) = r2 ; R2_w=1 R10=fp0 fp-24_w=1 | ||||||
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@@ -70,157 +93,155 @@ interactive features. Notable example is call instructions. | |||||
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| For example, consider the following raw log line: | ||||||
| ``` | ||||||
| 23: (85) call bpf_map_lookup_elem#1 ; R0=map_value_or_null(id=3,map=eventmap,ks=4,vs=2452) | ||||||
| 7: (85) call bpf_probe_read_user#112 | ||||||
| ``` | ||||||
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| It is displayed like this: | ||||||
| ``` | ||||||
| r0 = call bpf_map_lookup_elem#1(r1, r2, r3, r4, r5) | ||||||
| r0 = bpf_probe_read_user(dst: r1, size: r2, unsafe_ptr: r3) | ||||||
| ``` | ||||||
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| If bpfvv is aware of a helper signature, it knows the number and names of arguments and displays them in the format `name: reg`. | ||||||
| For known helpers its name is also a documentation link. | ||||||
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| Notice also that the lines not recognized by the parser are greyed | ||||||
| out. If you notice an unrecognized instruction, please submit a bug | ||||||
| report. | ||||||
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| ### Subprogram calls | ||||||
| #### Data dependencies | ||||||
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| The app computes a use-def analysis [^2] and you can interactively view dependencies between the instructions. | ||||||
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| The concept is simple. Every instruction may read some slots (registers, stack, memory) and write to others. | ||||||
| Knowing these sets, it is possible to determine for a slot used by current instruction, where its value came from (from what slot in what instruction). | ||||||
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| You can view the results of this analysis by clicking on some instruction operands (registers and stack slots). | ||||||
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| The selected slot is identified by a box. This selection changes the log view, greying out "irrelevant" instructions, and leaving only data-dependent instructions in the foreground. | ||||||
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| On the left side of the instruction stream the lines visualizing the dependenices are shown. The lines can be used for navigation. | ||||||
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| https://github.com/user-attachments/assets/82ae80d6-314e-47bf-9892-f5dded4b9944 | ||||||
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| #### Subprogram calls | ||||||
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| When there is a subprogram call in the log instruction stream, the | ||||||
| stack frames are tracked by the app when computing state. When subprogram | ||||||
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| call is detected there is indentation and comments in the main log view to | ||||||
| visualize it. | ||||||
| call is detected its visualized in the main log view. | ||||||
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| <img width="1211" alt="Screenshot 2025-04-25 at 4 35 14 PM" src="https://github.com/user-attachments/assets/3b53abaf-609e-4d6f-b28b-a977016a00c0" /> | ||||||
| https://github.com/user-attachments/assets/14b2302e-9814-4d9a-ae94-e176727fd11a | ||||||
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| ### The state panel | ||||||
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| ## What can you do? | ||||||
| The state panel shows the "current" state of the program, as reported in the provided log. | ||||||
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Collaborator
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more.
Suggested change
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There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. idk about this one, the log is not necessarily "selected"... maybe "loaded" is better?
Collaborator
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. I think I was thinking of selected line but yeah, "loaded log" is better. |
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| The "current" state is identified by the selected line in the instruction stream view. | ||||||
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Collaborator
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. This is kinda saying the same as the previous sentence, maybe just combine the two?
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Author
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. Not exactly. The first sentence says that the state depends on input (obviously). The second explains what "current" means. How about we rephrase it:
Collaborator
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. You're updated sentence sounds much better. 👍 |
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| ### Step through the instruction stream | ||||||
| Remember that the verifier log is a trace through the program. | ||||||
| This means that a particular instruction may be visited more than once, and the state at the same instruction at different point of execution is usually also different. And so a log line roughly represents a particular point of the program execution, as interpreted by the BPF verifier. | ||||||
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| The most basic feature of the visualizer is "stepping" through the | ||||||
| log, similar to what you'd do in a debugger. | ||||||
| The verifier reports changes in the program state like this: | ||||||
| ``` | ||||||
| 1: (7b) *(u64 *)(r10 -24) = r2 ; R2_w=1 R10=fp0 fp-24_w=1 | ||||||
| ``` | ||||||
| After the semicolon `;`, there are expressions showing relevant register and stack slot states. The visualizer accumulates this information from all the prior instructions, and in the state panel this accumulated state is displayed. | ||||||
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| You can select a line by clicking on it, or by navigating with arrows | ||||||
| (you can also use pgup, pgdown, home and end). The selected line has | ||||||
| light-blue background. | ||||||
| The header of the state panel shows the context of the state: log line number, C line number, program counter (PC) and the stack frame index. | ||||||
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| When a line is selected, current state of known values is displayed in | ||||||
| the panel on the right. By moving the selected line up/down the log, | ||||||
| you can see how the values change with each instruction. | ||||||
| And then, the known values of the registers and stack slots are displayed in a table. | ||||||
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| In the "state panel", the values that are written by selected | ||||||
| instruction are marked with light-red background and the previous | ||||||
| value is also often displayed, for example: | ||||||
| The background color of a row in the state panel indicates that the relevant value has been affected by the selected instruction. | ||||||
| Rows marked with red-ish background indicate a "write" and the previous value is also often displayed, for example: | ||||||
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| ``` | ||||||
| r6 scalar(id=1) -> 0 | ||||||
| ``` | ||||||
| Means that current instruction changes the value of `r6` from | ||||||
| `scalar(id=1)` to `0`. | ||||||
| Means that current instruction changes the value of `r6` from `scalar(id=1)` to `0`. | ||||||
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| The values that are read by current instruction have light-green | ||||||
| background. | ||||||
| The values that are read by current instruction have blue-ish background. | ||||||
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| Note that for "update" instructions (such as `r1 += 8`), the slot | ||||||
| will be marked as written. | ||||||
| Note that for "update" instructions (such as `r1 += 8`), the slot will be marked as written. | ||||||
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||||||
| #### Sometimes a value of a slot has changed, but it's not highlighted as a write. Is that a bug? | ||||||
| This then allows to "step through" the instruction stream and watch how the values are changing, similar to classic debugger UIs. | ||||||
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| You can click on the lines that interest you, or use arrows to navigate. | ||||||
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Collaborator
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more.
Suggested change
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There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. Maybe "arrow keys"?
Collaborator
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. haha yeah, "arrow keys" is much more natural - I think I was awake a little too late. |
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| Currently the visualizer only considers writes derived from the instructions | ||||||
| themselves. For example, `r1 = r2` is a write by definition, or a call would | ||||||
| scratch some registers. | ||||||
| https://github.com/user-attachments/assets/c6b5b5b1-30fb-4309-a90a-1832a0a33502 | ||||||
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| But remember that we are looking at the BPF verifier log. BPF verifier | ||||||
| simulates execution of a program, which requires maintaining and continuously | ||||||
| updating a virtual state of the program. This means that whenever the verifier | ||||||
| gains some knowledge about a value (which is not necesarily a write instruction), | ||||||
| it will update it. | ||||||
| #### The rows in the state panel are clickable! | ||||||
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| For example when processing conditional jumps such as `if (r2 == 0) goto pc+6`, | ||||||
| the verifier usually explores both branches. But in both cases it gained information | ||||||
| about r2: it's either 0 or not. And so while there was no explicit write into r2, | ||||||
| it's value is known (and has changed) after the jump instruction, when you look at | ||||||
| it in the verifier log. | ||||||
| It is sometimes useful to jump to the source of a particular slot value from the selected instruction, even if the slot is not relevant to that instruction. | ||||||
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| Going forward the visualizer will likely treat all value updates as writes, | ||||||
| as it is useful to know at what point verifier inferred a particular value. | ||||||
| https://github.com/user-attachments/assets/8f5d03cc-54a5-426b-8428-c8b11f4ccf11 | ||||||
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| ### View data dependencies | ||||||
| ### The C source view | ||||||
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| The app computes a use-def analysis [^2] and you can interactively | ||||||
| view dependencies between the instructions. | ||||||
| C source view panel (on the left) shows reconstructed C source lines. | ||||||
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| The concept is simple. Every instruction may read some slots | ||||||
| (registers, stack, memory) and write to others. Knowing these sets | ||||||
| (verifier log contains enough information to compute them), it is | ||||||
| possible to determine for a slot used by current instruction, where | ||||||
| its value came from (from what slot in what instruction). | ||||||
| Raw verifier log might contain source line information, and bpfvv attempts to reconstruct the source code and associate it with the instructions. | ||||||
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| Here is how it looks like in the raw log: | ||||||
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| ``` | ||||||
| 1800: R1=scalar() R10=fp0 | ||||||
| ; int rb_print(rbtree_t __arg_arena *rbtree) @ rbtree.bpf.c:507 | ||||||
| 1800: (b4) w0 = -22 ; R0_w=0xffffffea | ||||||
| ; if (unlikely(!rbtree)) @ rbtree.bpf.c:517 | ||||||
| 1801: (15) if r1 == 0x0 goto pc+132 ; R1=scalar(umin=1) | ||||||
| ``` | ||||||
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| You can view the results of this analysis by clicking on some | ||||||
| instruction operands (registers and stack slots). | ||||||
| The original source code is not available in the log of course. So bpfvv doesn't have enough information to even format it properly. | ||||||
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| The selected slot is identified by a box. This selection changes the | ||||||
| log view, greying out "irrelevant" instructions, and leaving only | ||||||
| data-dependent instructions in the foreground. | ||||||
| <img width="762" alt="Screenshot 2025-04-25 at 4 50 11 PM" src="https://github.com/user-attachments/assets/7cfc0109-6c8c-4a94-a9b5-37af9a4e877a" /> | ||||||
| However, it allows to see rough correspondence between BPF instructions and the original C source code. | ||||||
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| #### What's clickable? | ||||||
| Be aware though that this information is noisy and may be inaccurate, since it reached the visualizer through a long way: | ||||||
| * the compiler generated DWARF with line info, which is already "best-effort" | ||||||
| * DWARF was transformed into BTF with line data | ||||||
| * BTF was processed by the verifier and available information was dumped interleaved with the program trace | ||||||
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| Registers r0-r9 and explicit stack accesses such as `*(u32 *)(r10 -8)`. | ||||||
| And that's what visualizer is working with. | ||||||
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| r10 (stack frame pointer) is not clickable because it's effectively a | ||||||
| constant [^3]. | ||||||
| https://github.com/user-attachments/assets/3e8c52f0-3823-4d5f-abbd-f7c2d8e31d19 | ||||||
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| Note that the stack slots may be accessed indirectly: if say `r6 = fp-64` | ||||||
| and then you do `*(u32 *)(r6 -8)` it's equivalent to `*(u32 *)(r10 -72)`. | ||||||
| The visualizer does not show such dependencies (yet). Although state values | ||||||
| are tracked correctly. | ||||||
| ### The bottom panel | ||||||
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| #### How deep is the displayed dependency chain? | ||||||
| The bottom panel shows original log text for selected line and for the line where cursor is hovered on. | ||||||
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| It is sometimes useful to check the source of the information displayed by the visualizer. | ||||||
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| It depends, but usually not deep. | ||||||
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| The problem with showing all dependencies is that it's too much | ||||||
| information, which renders it useless. | ||||||
| ## Not frequently asked questions | ||||||
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Collaborator
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. lol |
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| Currently the upstream instruction is highlighted if it's an | ||||||
| unambiguous dependency. For example: | ||||||
| ``` | ||||||
| 42: r1 = 13 | ||||||
| 43: r7 = 0 | ||||||
| 44: r2 = r1 | ||||||
| ``` | ||||||
| ### What exactly "read" and "written" value means here? | ||||||
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| Instruction 42 is an unambiguous dependency of instruction 44, because | ||||||
| r1 is the only read slot, and there were no modifications to it along | ||||||
| the way. | ||||||
| Here is a couple of trivial examples: | ||||||
| * `r1 = 0` this is a write to `r1` | ||||||
| * `r2 = r3` this is a read of `r3` and write to `r2` | ||||||
| * `r2 += 1` this is a read of `r2` and write to `r2`, aka an update | ||||||
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| All such direct dependencies up the chain are shown. | ||||||
| Here is a couple of more complicated examples: | ||||||
| * `*(u64 *)(r10 -32) = r1` this is a read of `r1` and a write to `fp-32` | ||||||
| * `r10` is effectively constant[^3], as it is always a pointer to the top of a BPF stack frame, so stores to `r10-offset` are writes to the stack slots, identified by `fp-off` or `fp[frame]-off` in the visualizer | ||||||
| * `r1 = *(u64 *)(r2 -8)` this is a write to `r1` and a read of `r2`, however it may also be a read of the stack, if `r2` happens to contain a pointer to the stack slot | ||||||
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| However, when more than one value is read in the upstream instruction, | ||||||
| the UI will stop highlighting at that instruction. | ||||||
| Most instructions have intrinsic "read" and "write" set, defined by its semantics. However context also matters, as you can see from the last example. | ||||||
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| Consider an example: | ||||||
| ``` | ||||||
| 42: r1 = r2 | ||||||
| 43: r3 = *(u32 *)(r10 -16) | ||||||
| 44: r1 += r3 | ||||||
| 45: *(u32 *)(r10 -64) = r1 | ||||||
| ``` | ||||||
| The visualizer takes into account a few important things, when determining data dependencies: | ||||||
| * it is aware of scratch and callee-saved registers semantics of subprogram/helper calls | ||||||
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| * it is aware of the stack frames: we enter new stack memory in a subprogram, and pop back on exit | ||||||
| * it is aware of indirect stack slot access and basic pointer arithmetic | ||||||
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| If you select `r1` at instruction 45, only instruction 44 will be | ||||||
| highlighted, even though 42 and 43 are its transitive dependencies | ||||||
| (`r1 += r3` reads both `r1` and `r3`). | ||||||
| ### Side effects? | ||||||
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| The reason for this UI behavior is that showing all dependencies (both | ||||||
| r1 and r3 and in turn all their dependencies) may very quickly cover | ||||||
| most of the instructions. This is especially true for call | ||||||
| instructions, which read up to 5 registers. | ||||||
| One counterintuitive thing about data dependencies in the context of BPF verification is that the instructions which don't do any arithmetic or memory stores can still change the progam state. | ||||||
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| On the other hand the app can't know what the user is looking for, and | ||||||
| there is no point in guessing. So, for an instruction like `r1 += r3`, | ||||||
| the user must choose specific operand (r1 or r3 in this case) to | ||||||
| expand the dependency chain further. | ||||||
| Remember, we are looking at the BPF verifier log. | ||||||
| BPF verifier simulates execution of a program, which requires maintaining a virtual state of the program. | ||||||
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| This means that whenever the verifier gains some knowledge about a value (which is not necesarily an intrinsic write instruction), it will update the program state. | ||||||
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| #### Note on memory stores and loads | ||||||
| For example, when processing conditional jumps such as `if (r2 == 0) goto pc+6`, | ||||||
| the verifier usually explores both branches. But in both cases it gained information | ||||||
| about `r2`: it's either 0 or not. And so while there was no explicit write into r2, | ||||||
| it's value is known (and has changed) after the jump instruction, when you look at | ||||||
| it in the verifier log. | ||||||
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| https://github.com/user-attachments/assets/94d271e2-f033-439b-8554-d9f8a66b4143 | ||||||
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||||||
| ### What if we write to memory or arena? | ||||||
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| Currently non-stack memory access is a "black hole" from the point of | ||||||
| view of use-def analysis in this app. The reason is that it's | ||||||
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@@ -235,6 +256,28 @@ dependencies. If you see `*(u32 *)(r8 +0)` down the instruction | |||||
| stream, even if value of r8 hasn't changed, the analysis does not | ||||||
| recognize these slots as "the same". | ||||||
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| **Unless** `r8` contains a pointer to a stack slot. | ||||||
| In that case you can click both on the register to see where its value came from, and on the dereference expression to see where the stack slot value came from. | ||||||
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| https://github.com/user-attachments/assets/f345ec63-b91d-411c-b1d2-3890ed8f1c99 | ||||||
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| ### An instruction is highlighted as dependency, but I don't understand why. Is that a bug? | ||||||
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| Probably not[^4]. | ||||||
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| The visualizer has a single source of information: the verifier log. | ||||||
| The log contains two streams of information: the instructions and the associated state change, as reported by the verifier. | ||||||
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| Some of the state that the visualizer computes is derived from the instructions themselves. | ||||||
| However, the state reported by the verifier always takes precedence. | ||||||
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| Since the values in the context of the visualizer are just strings, if the verifier reported a slightly different string, we treat it as an update. | ||||||
| For example, you might see something like this: | ||||||
| ``` | ||||||
| r8 ptr_or_null_node_data(id=9,ref_obj_id=9,off=16) -> ptr_node_data(ref_obj_id=9,off=16) | ||||||
| ``` | ||||||
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| The verifier reported different value, and that's what visualizer shows. | ||||||
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theihor marked this conversation as resolved.
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| ## Footnotes | ||||||
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@@ -247,3 +290,5 @@ the browser will not be happy to render it. | |||||
| [^2]: https://en.wikipedia.org/wiki/Use-define_chain | ||||||
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| [^3]: https://docs.cilium.io/en/latest/reference-guides/bpf/architecture/ | ||||||
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| [^4]: But maybe yes... If you suspect a bug, please report. | ||||||
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