Merge pull request #110 from pythonspeed/96-better-oom

Significantly better OOM detection.

.changelog/96.feature

@@ -0,0 +1 @@
+Out-of-memory detection should work in many more cases than before.

Makefile

@@ -21,6 +21,7 @@ target/release/libpymemprofile_api.a: Cargo.lock memapi/Cargo.toml memapi/src/*.
 
 venv:
 	python3 -m venv venv/
+	venv/bin/pip install --upgrade pip setuptools
 
 .PHONY: test
 test:

README.md

@@ -126,24 +126,21 @@ $ python -m filprofiler run yourscript.py --input-file=yourfile
 
 ### <a name="oom">Debugging out-of-memory crashes</a>
 
-First, run `free` to figure out how much memory is available—in this case about 6.3GB—and then set a corresponding limit on virtual memory with `ulimit`:
-
-```console
-$ free -h
-       total   used   free  shared  buff/cache  available
-Mem:   7.7Gi  1.1Gi  6.3Gi    50Mi       334Mi      6.3Gi
-Swap:  3.9Gi  3.0Gi  871Mi
-$ ulimit -Sv 6300000
-```
-
-Then, run your program under Fil, and it will generate a SVG at the point in time when memory runs out:
+**New in v0.14 and later:** Just run your program under Fil, and it will generate a SVG at the point in time when memory runs out, and then exit with exit code 53:
 
 ```console
 $ fil-profile run oom.py 
 ...
 =fil-profile= Wrote memory usage flamegraph to fil-result/2020-06-15T12:37:13.033/out-of-memory.svg
 ```
 
+Fil uses three heuristics to determine if the process is close to running out of memory:
+
+* A failed allocation, indicating insufficient memory is available.
+* The operating system or memory-limited cgroup (e.g. a Docker container) only has 100MB of RAM available.
+* The process swap is larger than available memory, indicating heavy swapping by the process.
+  In general you want to avoid swapping, and e.g. [explicitly use `mmap()`](https://pythonspeed.com/articles/mmap-vs-zarr-hdf5/) if you expect to be using disk as a backfill for memory.
+
 ## <a name="reducing-memory-usage">Reducing memory usage in your code</a>
 
 You've found where memory usage is coming from—now what?

benchmarks/results/lots-of-peaks.json

@@ -1,12 +1,12 @@
 {
-    "D1mr": 5978523,
-    "D1mw": 3953746,
-    "DLmr": 2137435,
-    "DLmw": 2799987,
-    "Dr": 274430190,
-    "Dw": 110583840,
-    "I1mr": 5066143,
-    "ILmr": 11684,
-    "Ir": 1053389932,
-    "Overall": 1646870790
+    "D1mr": 6076063,
+    "D1mw": 3991557,
+    "DLmr": 2074284,
+    "DLmw": 2800063,
+    "Dr": 276437733,
+    "Dw": 112029864,
+    "I1mr": 5056035,
+    "ILmr": 15211,
+    "Ir": 1058474678,
+    "Overall": 1654123635
 }