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Add `--stats-log` to log metrics at end of run (#11599)

This will aggregate all the counters and histograms for users, which is useful for things like checking the effectiveness and health of caching.

For example:

```
❯ ./pants --plugins=hdrhistogram --stats-log lint src/python/pants/util/strutil.py
...
16:19:07.01 [INFO] Counters:
  local_cache_read_errors: 0
  local_cache_requests: 31
  local_cache_requests_cached: 8
  local_cache_requests_uncached: 23
  local_cache_write_errors: 0
  local_execution_requests: 23
  remote_cache_read_errors: 0
  remote_cache_requests: 0
  remote_cache_requests_cached: 0
  remote_cache_requests_uncached: 0
  remote_cache_speculation_local_completed_first: 0
  remote_cache_speculation_remote_completed_first: 0
  remote_cache_write_errors: 0
  remote_cache_write_finished: 0
  remote_cache_write_started: 0
  remote_execution_errors: 0
  remote_execution_requests: 0
  remote_execution_rpc_errors: 0
  remote_execution_rpc_execute: 0
  remote_execution_rpc_retries: 0
  remote_execution_rpc_wait_execution: 0
  remote_execution_success: 0
  remote_execution_timeouts: 0
19:36:37.81 [INFO] Observation histogram summaries:
19:36:37.91 [INFO] Summary of `local_store_read_blob_size` observation histogram:
  min: 10
  max: 3069951
  mean: 93544.587
  std dev: 484421.463
  total observations: 167
  p25: 77
  p50: 84
  p75: 139
  p90: 290
  p95: 5515
  p99: 3069951
```

Note that we construct a summary of the histograms, rather than dumping the whole thing, which is extremely verbose. Power users who want more detail can create a streaming workunit handler plugin.

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Jobs
ID Job ID Ran Files Coverage
4 37690.4 (PANTS_CONFIG_FILES="${TRAVIS_BUILD_DIR}/pants.travis-ci.toml" PANTS_DYNAMIC_UI=false LC_ALL="en_US.UTF-8" AWS_BUCKET=ci-public.pantsbuild.org BOOTSTRAPPED_PEX_KEY_PREFIX=daily/${TRAVIS_BUILD_NUMBER}/${TRAVIS_BUILD_ID}/pants.pex NATIVE_ENGINE_SO_KEY_PREFIX=monthly/native_engine_so MACOS_PYENV_PY27_VERSION=2.7.18 MACOS_PYENV_PY37_VERSION=3.7.7 MACOS_PYENV_PY38_VERSION=3.8.3 PYENV_ROOT_OSX=${HOME}/.pants_pyenv PYENV_ROOT="${PYENV_ROOT:-${PYENV_ROOT_OSX}}" PATH="${PYENV_ROOT}/shims:${PATH}" AWS_CLI_ROOT="${HOME}/.aws_cli" AWS_ACCESS_KEY_ID__TO_BE_REEXPORTED_ON_DEPLOYS=AKIAV6A6G7RQ2HFZ5KP7 AWS_SECRET_ACCESS_KEY=[secure] RUST_BACKTRACE="all" BOOTSTRAPPED_PEX_KEY_SUFFIX=py37.linux CACHE_NAME=python_tests.py37) 0
0.0
 Travis Job 37690.4
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