From da775100862b972176e83ab5c1bd00ba94761bdf Mon Sep 17 00:00:00 2001 From: pablogsal Date: Thu, 12 Sep 2024 15:41:17 +0000 Subject: [PATCH] =?UTF-8?q?Deploying=20to=20gh-pages=20from=20@=20bloomber?= =?UTF-8?q?g/pystack@8f9c2a237c52c9b9d577330487115f9e98880685=20?= =?UTF-8?q?=F0=9F=9A=80?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .buildinfo | 4 + .nojekyll | 0 _sources/changelog.rst.txt | 75 ++ _sources/corefile.rst.txt | 322 ++++++ _sources/customizing_the_reports.rst.txt | 125 +++ _sources/overview.rst.txt | 69 ++ _sources/process.rst.txt | 87 ++ _sources/tutorials/core_tutorial.rst.txt | 287 ++++++ _sources/tutorials/deadlock.rst.txt | 237 +++++ .../tutorials/random_prime_number.rst.txt | 98 ++ _static/basic.css | 925 ++++++++++++++++++ _static/css/custom.css | 462 +++++++++ _static/debug.css | 69 ++ _static/doctools.js | 156 +++ _static/documentation_options.js | 13 + _static/favicon.ico | Bin 0 -> 15406 bytes _static/file.png 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when building these files. When it is not found, a full rebuild will be done. +config: 9922ce5019317ccbb473631e1bb90067 +tags: 645f666f9bcd5a90fca523b33c5a78b7 diff --git a/.nojekyll b/.nojekyll new file mode 100644 index 00000000..e69de29b diff --git a/_sources/changelog.rst.txt b/_sources/changelog.rst.txt new file mode 100644 index 00000000..b411efbe --- /dev/null +++ b/_sources/changelog.rst.txt @@ -0,0 +1,75 @@ +.. note + You should *NOT* add new change log entries to this file, this + file is managed by towncrier. You *may* edit previous change logs to + fix problems like typo corrections or such. + +Changelog +========= + +.. towncrier release notes start + +pystack 1.4.0 (2024-09-11) +-------------------------- + +Features +~~~~~~~~ + +- Add support for Python 3.13 (#186) +- Add a new ``--version`` command line flag to show the version of pystack (#203) +- Support debugging free-threading (a.k.a. "nogil") Python 3.13 builds. Note that PyStack can't itself be run with ``python3.13t``, it can only attach to a ``python3.13t`` process or core file from another interpreter. (#206) + + +Bug Fixes +~~~~~~~~~ + +- Fix a bug that was causing Python scripts executed directly via shebang to report the shell script as the executable. (#184) +- Heap corruption could cause PyStack to fail to generate a stack when ``--locals`` mode was used. This has been fixed by falling back to a reasonable default when attempting to format the repr of a local variable causes a dereference of an invalid pointer. (#194) +- Fix a crash when analysing processes where the eval loop has a shim frame at the bottom of the stack (#204) + + +pystack 1.3.0 (2023-11-28) +-------------------------- + +Bug Fixes +~~~~~~~~~ + +- Add a patch to the bundled elfutils used to create wheels to account for a bug when analysing cores with interleaved segments (#153) +- Removed the unused ``--self`` flag. (#141) +- Fix some instances when identifying the pthread id was failing in systems without GLIBC (#152) +- Fix several some race conditions when stopping threads in multithreaded programs (#155) +- Ensure log messages that contain non-UTF-8 data are not lost (#155) + + +pystack 1.2.0 (2023-07-31) +-------------------------- + +Features +~~~~~~~~ + +- Add support for Python 3.12 (#108) +- Improve the performance of reading memory from running processes (#124) +- Improve the performance of reading memory from core files (#126) + + +pystack 1.1.0 (2023-07-10) +-------------------------- + +Bug Fixes +~~~~~~~~~ + +- Allow building with older elfutils than 0.188 when building with glibc (for musl libc we still need newer versions). (#40) +- Improve error reporting when attaching to a process is forbidden. (#98) +- Fix a crash that could occur under some unusual conditions if elfutils could not unwind the stack. (#101) +- Drop a use of the f-string ``=`` specifier, which wasn't introduced until Python 3.8 (running PyStack with Python 3.7 was failing because of this). (#92) + + +pystack 1.0.1 (2023-04-11) +-------------------------- + +No significant changes. + + +pystack 1.0.0 (2023-04-06) +-------------------------- + +- Initial release. diff --git a/_sources/corefile.rst.txt b/_sources/corefile.rst.txt new file mode 100644 index 00000000..2f61bd55 --- /dev/null +++ b/_sources/corefile.rst.txt @@ -0,0 +1,322 @@ +.. _analyzing-core-dumps: + +Analyzing core dumps +******************** + +The ``core`` subcommand is used to analyze the status of a core dump file. Analyzing core files is +very similar to analyzing processes but there are some differences, as the core file does not +contain the totality of the memory that was valid when the program was live. In most cases, this +makes no difference, as PyStack will try to adapt automatically. However, in some cases, you will need to +specify extra command line options to help PyStack locate the information it needs. When analyzing +cores, there are several options available: + +.. argparse:: + :ref: pystack.__main__.generate_cli_parser + :path: core + :prog: pystack + +In most cases, you just need to provide the location of the core to use PyStack with core dump files:: + + $ pystack core ./the_core_file + Using executable found in the core file: /usr/bin/python3.8 + + Core file information: + state: t zombie: True niceness: 0 + pid: 570 ppid: 1 sid: 1 + uid: 0 gid: 0 pgrp: 570 + executable: python3.8 arguments: python3.8 + + The process died due receiving signal SIGSTOP + Traceback for thread 570 [] (most recent call last): + (Python) File "/test.py", line 19, in + first_func({1: None}, [1,2,3]) + (Python) File "/test.py", line 7, in first_func + second_func(x, y) + (Python) File "/test.py", line 12, in second_func + third_func(x, y) + (Python) File "/test.py", line 16, in third_func + time.sleep(1000) + +Pystack can automatically extract core dumps from `.gz` files: `pystack core ./archived_core_file.gz` + +To learn more about the different options you can use to customize what is reported, check the :ref:`customizing-the-reports` section. + +Providing the executable +======================== + +As the core file doesn't contain all the memory that was available in the +original process, there is some information that needs to be obtained from the +original Python executable that was running. If you just provide the location +of the core file on the command line, PyStack will try to automatically +locate the executable for you:: + + $ pystack core ./the_core_file + Using executable found in the core file: /usr/bin/python3.8 + +If the location of the executable is known, it can also by provided manually by +passing it as the second argument:: + + $ pystack core ./the_core_file /usr/bin/python3.8 + +In most cases, providing just the location of the core file will work and +PyStack will be able to do a successful analysis, but is possible that the +executable being identified automatically is not the correct one. This can +happen if the process was launched through a script with a shebang or using +some form of indirection. For instance:: + + $ pystack core ./pytest_core + Using executable found in the core file: /usr/bin/pytest + + Core file information: + state: t zombie: True niceness: 0 + pid: 770 ppid: 1 sid: 1 + uid: 0 gid: 0 pgrp: 770 + executable: python3.8 arguments: /usr/bin/python3.8 + + The core file seems to have been generated on demand (the process did not crash) + 💀 Unable to find maps for the executable /usr/bin/pytest. These are the available executable memory maps: [dso], /usr/bin/python3.8 💀 + +This happens because ``/usr/bin/pytest`` is actually a shell script that +will be executed using a shebang and not the actual Python executable (located +in ``/usr/bin/python3.8``):: + + $ file /usr/bin/pytest + /usr/bin/pytest: Python script, ASCII text executable + +In this case, PyStack complains that it cannot match the memory maps in the +core file to the the provided executable and is providing the list of memory +maps that are available in the core:: + + 💀 Unable to find maps for the executable /usr/bin/pytest. These are the available executable memory maps: [dso], /usr/bin/python3.8 💀 + +.. note:: + PyStack matches the memory maps of the executable (whether provided manually + or detected automatically) by the base name of the file. This means + that if the there is a memory map for ``/usr/bin/python3.8`` and the + provided (or automatically detected) executable is + ``/usr/other_location/python3.8`` then ``pystack`` will match them + because the base name is the same (``python3.8``) but if the provided + executable is ``/usr/bin/python3.7`` then ``pystack`` will not match + them because ``python3.7 != python3.8``. + +To solve this, you must provide the path to the Python binary that was +used to execute the original process. We can use the list of available maps to +identify possible candidates for the executable, as it must match one of the +available memory maps that ``pystack`` includes in the error message. In +addition to the list of the memory maps, notice that ``pystack`` also includes +some useful information that greatly helps identifying the correct executable:: + + Core file information: + state: t zombie: True niceness: 0 + pid: 770 ppid: 1 sid: 1 + uid: 0 gid: 0 pgrp: 770 + executable: python3.8 arguments: /usr/bin/python3.8 + +Here we can easily see what executable was used (``python3.8``) and how it was +invoked. In this particular example is easy to also use the provided memory +maps because the Python executable is the only map that is a file among the +ones provided by ``pystack``: ``/usr/bin/python3.8``. To indicate to +``pystack`` that this is the executable we just need to pass it as the second +argument of the command line invocation:: + + $ pystack core ./pytest_core /usr/bin/python3.8 + + Core file information: + state: t zombie: True niceness: 0 + pid: 770 ppid: 1 sid: 1 + uid: 0 gid: 0 pgrp: 770 + executable: python3.8 arguments: /usr/bin/python3.8 + + The core file seems to have been generated on demand (the process did not crash) + Traceback for thread 770 [Has the GIL] (most recent call last): + (Python) File "/usr/bin/pytest", line 8, in + sys.exit(console_main()) + (Python) File "/usr/lib/python3.8/site-packages/_pytest/config/__init__.py", line 185, in console_main + code = main() + (Python) File "/usr/lib/python3.8/site-packages/_pytest/config/__init__.py", line 162, in main + ret: Union[ExitCode, int] = config.hook.pytest_cmdline_main( + ... + + +Core file information +===================== + +To help users learn details of the program that generated the core file, +PyStack will try to display additional information based on various kernel +data structures at the time of the crash:: + + Core file information: + state: t zombie: True niceness: 0 + pid: 770 ppid: 1 sid: 1 + uid: 0 gid: 0 pgrp: 770 + executable: python3.8 arguments: /usr/bin/python3.8 -c "print('Hello')" + +.. warning:: + The information provided in the "Core file information" section has a + maximum size of 80 characters so it can be incomplete in some cases where + large paths or command line arguments are involved. + +This information displayed can include the following attributes: + +- state: A letter describing the state of a given process. It can be one of: + + * ``d`` — uninterruptible sleep (usually IO): + * ``i`` — idle kernel thread + * ``r`` — running or runnable (on run queue) + * ``s`` — interruptible sleep (waiting for an event to complete) + * ``t`` — stopped by job control signal + * ``t`` — stopped by debugger during the tracing + * ``w`` — paging (not valid since the 2.6.xx kernel) + * ``x`` — dead (should never be seen) + * ``z`` — defunct ("zombie") process, terminated but not reaped by its parent + +- zombie: A boolean described if the process was in a zombie state (terminated but not reaped by its parent) + at the time of the crash. +- niceness: The value of the "niceness" parameter that represents the CPU priority in the scheduler. +- pid: The PID of the process. +- ppid: The PID of the parent of the process. +- sid: The Session ID of the process. +- uid: The User ID of the process. +- gid: The Group ID of the process. +- pgrp: The process group. +- executable: The base name of the executable that was used to start the process. +- arguments: The command line invocation of the process, truncated at 80 characters. + +Origin of the core file +======================= + +Some times core file are not generated because the program crashed, and this +can be a source of confusion as analyzing the stack trace report looking for +crashes will be a futile task because the process could have been in any +arbitrary healthy state. Even if the process has indeed crashed, knowing if it +was planned or not can be very important to perform a successful analysis. For +this reason, ``pystack`` will try to display why the core was generated. +Depending on the kernel version and the available information in the core file, +it can show several cases: + +* The core file was generated on demand:: + + The core file seems to have been generated on demand (the process did not crash) + +* The core file was generated because some user sent a killing signal:: + + The process died due receiving signal SIGBUS sent by pid 23 + +* The core file was generated because it received a segmentation fault signal:: + + The process died due a segmentation fault accessing address: 0x75bcd15 + +Using this information, is possible to make sense of the displayed stack traces +when hunting for a specific problem. + +Analyzing core files in a different machine +=========================================== + +In general, analyzing core files in the same machine where they were generated +will almost always yield a successful analysis using the default command line +options but analyzing core files in a different machine can lead to +complications. The main complication is that the shared libraries that were +mapped into the process and that are referred by the core are either not +available on the machine where the analysis is being performed or are different +(have a different build ID) than the ones that were mapped into the process +that generated the core. In this case, when analyzing the core file you will +see the following warnings:: + + $ pystack core ./the_core /path/to/the_executable + ... + WARNING(process_core): Failed to locate /tmp/bundle/python/lib/python3.8/lib-dynload/_heapq.cpython-38-x86_64-linux-gnu.so + WARNING(process_core): Failed to locate /tmp/bundle/binary-dependencies/libfreebl3.so + WARNING(process_core): Failed to locate /tmp/bundle/binary-dependencies/libcrypt.so.1 + WARNING(process_core): Failed to locate /tmp/bundle/binary-dependencies/libpython3.8.so.1.0 + ... + +.. caution:: + Note that is possible that ``pystack`` can still generate a valid report + even if it fails to find some of the shared libraries that were linked into + the process, so the presence of these warnings is not an error condition. + Failing to provide shared libraries involved in the stack trace can make + the ``--native`` and ``--native-all`` options not work properly. + +This indicates that PyStack has failed to locate some shared libraries that +were loaded into the process. Loaded shared libraries' paths are recorded in +the core file, but if the core file is moved to a different machine, or if +libraries on the machine are updated or removed, then PyStack won't be able to +find the versions of the libraries that it needs to understand the core file. + +Fortunately, if you have access to the shared libraries that were originally +used, it is possible to point PyStack to a new location for these shared +libraries. There are two options for pointing PyStack at libraries in different +locations than what was recorded in the core file: + +* ``--lib-search-path`` accepts a colon-separated list of directories to search + for libraries in (like the format of the ``PATH`` environment variable). + For example, if you've copied a PyInstaller application to a new directory, + you might use:: + + $ pystack core ./the_core ./the_app/appname/appname --lib-search-path="./the_app/appname:./the_app/appname/lib-dynload" + Traceback for thread 1340 [] (most recent call last): + (Python) File "/src/tests/integration/single_thread_program.py", line 20, in + first_func() + (Python) File "/src/tests/integration/single_thread_program.py", line 6, in first_func + second_func() + (Python) File "/src/tests/integration/single_thread_program.py", line 10, in second_func + third_func() + (Python) File "/src/tests/integration/single_thread_program.py", line 17, in third_func + time.sleep(1000) + +.. note:: + Directories are searched in the order they occur in the list, and libraries + are matched by file name. If two directories in the search path both contain + a file with the same name as a required shared library, the library from the + directory that is listed earlier in the search path will be used. + +* ``--lib-search-root`` allows providing a directory to be searched recursively + for shared libraries. PyStack will automatically construct a search path + containing every directory with shared libraries under that search root, then + use that constructed path as though it was given as ``--lib-search-path``. + For example:: + + $ pystack core ./the_core ./the_app/appname/appname --lib-search-root=./the_app + Traceback for thread 1340 [] (most recent call last): + (Python) File "/src/tests/integration/single_thread_program.py", line 20, in + first_func() + (Python) File "/src/tests/integration/single_thread_program.py", line 6, in first_func + second_func() + (Python) File "/src/tests/integration/single_thread_program.py", line 10, in second_func + third_func() + (Python) File "/src/tests/integration/single_thread_program.py", line 17, in third_func + time.sleep(1000) + + The ``--lib-search-root`` option is especially useful for analyzing core + files generated by self contained applications, such as those produced by + PyInstaller's ``--onedir`` mode). When an application is bundled together + with its binary dependencies, you only need to provide PyStack with the root + folder and it will automatically find all of the bundled shared libraries. + +.. warning:: + The ``--lib-search-root`` option adds directories to the library search path + in lexicographic order. If a file with the same name as a shared library + PyStack needs to load is found in two different directories under the search + root, the wrong one may be used. When the order in which directories under + the root are searched matters, use ``--lib-search-path`` instead. + +.. tip:: + You can see the library search path that ``--lib-search-root`` has + constructed when running in ``-v`` verbose mode. + +Analyzing core files with insufficient information +================================================== + +In some rare scenarios is possible that PyStack +won't have enough information to show the Python stack trace nor the native +stack trace (missing symbols, missing information in the executable, corrupt +core file information, etc). In these cases, is still possible to obtain the +Python stack trace of the core file by using the ``--exhaustive`` option. This +will trigger a more complete search for the interpreter information by +analyzing raw memory but will normally be slower and it will take a time +proportional to the core file size, as all the memory needs to be analysed to +do that. + +.. tip:: + When using ``--exhaustive`` make sure you have the core file in a fast + file-system (not NFS or docker mount points) to speed up the analysis. diff --git a/_sources/customizing_the_reports.rst.txt b/_sources/customizing_the_reports.rst.txt new file mode 100644 index 00000000..a07ef684 --- /dev/null +++ b/_sources/customizing_the_reports.rst.txt @@ -0,0 +1,125 @@ +.. _customizing-the-reports: + +Customizing the reports +*********************** + +By default, PyStack will show you the Python stack trace for all threads registered with the interpreter, but this +might not be enough in some scenarios where more detailed information is needed. PyStack offers some customization options +to include more information in the report. These options are available whether analyzing live processes or core files. + +Native traces +============= + +.. highlight:: text + +Sometimes, having only the Python stack trace is not enough to understand what's happening in the process, +especially when the interpreter is performing some internal operation or +when some C extension code is being executed. As in these cases the computations are being executed using +machine code, the Python stack trace will not show the most relevant information. Although it is possible to obtain native +stack traces using tools like ``pstack`` or ``gdb``, these traces will not show the Python frames that happen between +the different native calls, making it very difficult to interpret the reported stack trace. + +In these situations, the best possible view is a "merged" stack trace in which the native calls that are used to execute +Python code are substituted by the actual Python functions being executed. This means that instead of:: + + ... + (C) File "Objects/call.c", line 411, in _PyFunction_Vectorcall (/usr/lib/libpython3.8.so.1.0) + (C) File "Include/cpython/abstract.c", line 127, in _PyObject_Vectorcall (/usr/lib/libpython3.8.so.1.0) + (C) File "Objects/ceval.c", line 123, in _PyEval_EvalFrameDefault (/usr/lib/libpython3.8.so.1.0) + (C) File "Python/ceval.c", line 4963, in call_function (inlined) (/usr/lib/libpython3.8.so.1.0) + (C) File "Modules/timemodule.c", line 338, in time_sleep (/usr/lib/libpython3.8.so.1.0) + (C) File "Modules/timemodule.c", line 1866, in pysleep (inlined) (/usr/lib/libpython3.8.so.1.0) + (C) File "???", line 0, in __select () + +you will see:: + + ... + (Python) File "/test.py", line 14, in third_func + time.sleep(1000) + (C) File "Python/ceval.c", line 4963, in call_function (inlined) (/usr/lib/libpython3.8.so.1.0) + (C) File "Modules/timemodule.c", line 338, in time_sleep (/usr/lib/libpython3.8.so.1.0) + (C) File "Modules/timemodule.c", line 1866, in pysleep (inlined) (/usr/lib/libpython3.8.so.1.0) + (C) File "???", line 0, in __select () + +which shows how the call to ``time.sleep(1000)`` invokes the internal calls to the internal C implementation of the ``time`` module, +ending with the call to ``__select()`` in ``libc``. This shows you the full picture of what the full sequence of calls between Python +and native code is without losing any important details. + +.. important:: + Native mode (actived using ``--native``) requires the interpreter and C extensions and shared libraries to have debugging + symbols. If debugging symbols have been stripped it is possible that the displayed stack traces will be incomplete. + +To get the merged native stack traces you can use the ``--native`` command line option:: + + $ pystack remote 112 --native + Traceback for thread 112 [] (most recent call last): + (C) File "???", line 0, in _start () + (C) File "???", line 0, in __libc_start_main () + (C) File "Modules/main.c", line 743, in Py_BytesMain (/usr/lib/libpython3.8.so.1.0) + (C) File "Modules/main.c", line 689, in Py_RunMain (/usr/lib/libpython3.8.so.1.0) + (C) File "Modules/main.c", line 610, in pymain_run_python (inlined) (/usr/lib/libpython3.8.so.1.0) + (C) File "Modules/main.c", line 385, in pymain_run_file (inlined) (/usr/lib/libpython3.8.so.1.0) + (C) File "Python/pythonrun.c", line 472, in PyRun_SimpleFileExFlags (/usr/lib/libpython3.8.so.1.0) + (C) File "Python/pythonrun.c", line 439, in pyrun_simple_file (inlined) (/usr/lib/libpython3.8.so.1.0) + (C) File "Python/pythonrun.c", line 1085, in pyrun_file (/usr/lib/libpython3.8.so.1.0) + (C) File "Python/pythonrun.c", line 1188, in run_mod (/usr/lib/libpython3.8.so.1.0) + (C) File "Python/pythonrun.c", line 1166, in run_eval_code_obj (/usr/lib/libpython3.8.so.1.0) + (Python) File "/test.py", line 17, in + first_func() + (C) File "Python/ceval.c", line 4963, in call_function (inlined) (/usr/lib/libpython3.8.so.1.0) + (C) File "Objects/call.c", line 284, in function_code_fastcall (inlined) (/usr/lib/libpython3.8.so.1.0) + (Python) File "/test.py", line 6, in first_func + second_func() + (C) File "Python/ceval.c", line 4963, in call_function (inlined) (/usr/lib/libpython3.8.so.1.0) + (C) File "Objects/call.c", line 284, in function_code_fastcall (inlined) (/usr/lib/libpython3.8.so.1.0) + (Python) File "/test.py", line 10, in second_func + third_func() + (C) File "Python/ceval.c", line 4963, in call_function (inlined) (/usr/lib/libpython3.8.so.1.0) + (C) File "Objects/call.c", line 284, in function_code_fastcall (inlined) (/usr/lib/libpython3.8.so.1.0) + (Python) File "/test.py", line 14, in third_func + time.sleep(1000) + (C) File "Python/ceval.c", line 4963, in call_function (inlined) (/usr/lib/libpython3.8.so.1.0) + (C) File "Modules/timemodule.c", line 338, in time_sleep (/usr/lib/libpython3.8.so.1.0) + (C) File "Modules/timemodule.c", line 1866, in pysleep (inlined) (/usr/lib/libpython3.8.so.1.0) + (C) File "???", line 0, in __select () + +Locals +====== + +In some scenarios knowing the stack trace is not enough to understand the internal state of the program. For instance, a given +function can do very different things depending on the provided arguments or different code paths can be taken depending on the +value of some local variable. In these cases, you can use ``--locals`` to obtain a simple string representation of the local variables +in the different frames as well as the function arguments:: + + $ pystack remote 117 --locals + Traceback for thread 117 [] (most recent call last): + (Python) File "/test.py", line 19, in + first_func({1: None}, [1,2,3]) + (Python) File "/test.py", line 7, in first_func + second_func(x, y) + Arguments: + y: [1, 2, 3] + x: {1: None} + Locals: + some_variable: "hello from pystack" + (Python) File "/test.py", line 12, in second_func + third_func(x, y) + Arguments: + y: [1, 2, 3] + x: {1: None} + Locals: + answer: 42 + (Python) File "/test.py", line 16, in third_func + time.sleep(1000) + Arguments: + y: [1, 2, 3] + x: {1: None} + +Only certain types of local variables can be printed this way, but most of the common built-in types can. + +.. warning:: + Using ``--locals`` can slightly increase the time required to generate a report due to the amount of extra memory + that needs to be copied to display the local variables and function arguments. Is also advised not to use the ``--no-block`` + option in this case as the process may evolve too fast in the time ``pystack`` is fetching the local variables. + +.. tip:: For the most complete view you can combine ``--locals`` with ``--native`` or ``--native--all``. diff --git a/_sources/overview.rst.txt b/_sources/overview.rst.txt new file mode 100644 index 00000000..7f813603 --- /dev/null +++ b/_sources/overview.rst.txt @@ -0,0 +1,69 @@ +PyStack +======= + +PyStack is a tool that uses forbidden magic to let you inspect the stack frames of a running Python +process or a Python core dump, to learn easily and quickly what it is doing (or what it was doing +when it crashed) without having to interpret nasty CPython internals. + +What PyStack can do +------------------- + +PyStack has the following amazing features: + +- 💻 Works with both running processes and core dump files. +- 🧵 Shows if each thread currently holds the Python GIL, is waiting to acquire it, or is + currently dropping it. +- 🗑️ Shows if a thread is running a garbage collection cycle. +- 🐍 Optionally shows native function calls, as well as Python ones. In this mode, PyStack prints + the native stack trace (C/C++/Rust function calls), except that the calls to Python callables are + replaced with frames showing the Python code being executed, instead of showing the internal C + code the interpreter used to make the call. +- 🔍 Automatically demangles symbols shown in the native stack. +- 📈 Includes calls to inlined functions in the native stack whenever enough debug information is + available. +- 🔍 Optionally shows the values of local variables and function arguments in Python stack frames. +- 🔒 Safe to use on running processes. PyStack does not modify any memory or execute any code in + a process that is running. It simply attaches just long enough to read some of the process's memory. +- ⚡ Optionally, it can perform a Python stack analysis without pausing the process at all. This + minimizes impact to the debugged process, at the cost of potentially failing due to data races. +- 🚀 Super fast! It can analyze core files 10x faster than general-purpose tools like GDB. +- 🎯 Even works with aggressively optimized Python interpreter binaries. +- 🔍 Even works with Python interpreters' binaries that do not have symbols or debug information + (Python stack only). +- 💥 Tolerates memory corruption well. Even if the process crashed due to memory corruption, PyStack + can usually reconstruct the stack. +- 💼 Self-contained: it does not depend on external tools or programs other than the Python + interpreter used to run PyStack itself. + +Contents +-------- + +.. toctree:: + + process + corefile + customizing_the_reports + +.. toctree:: + :hidden: + :caption: Project Information + +.. toctree:: + :hidden: + :caption: Hands-on Tutorial + + tutorials/deadlock + tutorials/random_prime_number + tutorials/core_tutorial + +.. toctree:: + :caption: Project Information + + changelog + + +Indices and tables +------------------ + +* :ref:`genindex` +* :ref:`search` diff --git a/_sources/process.rst.txt b/_sources/process.rst.txt new file mode 100644 index 00000000..2e274b35 --- /dev/null +++ b/_sources/process.rst.txt @@ -0,0 +1,87 @@ +.. _analyzing-processes: + +Analyzing processes +******************* + +The ``remote`` command is used to analyze the status of a running (remote) process. The analysis is +always done in a safe and non-intrusive way, as no code is loaded in the memory space of the process +under analysis and no memory is modified in the remote process. This makes analysis using PyStack a +great option even for those services and applications that are running in environments where the running process +must not be impacted in any way (other than being temporarily paused, though ``--no-block`` can avoid +even that). There are several options available: + +.. argparse:: + :ref: pystack.__main__.generate_cli_parser + :path: remote + :prog: pystack + +To use PyStack, you just need to provide the PID of the process:: + + $ pystack remote 112 + Traceback for thread 112 [] (most recent call last): + (Python) File "/test.py", line 17, in + first_func() + (Python) File "/test.py", line 6, in first_func + second_func() + (Python) File "/test.py", line 10, in second_func + third_func() + (Python) File "/test.py", line 14, in third_func + time.sleep(1000) + +To learn more about the different options you can use to customize what is reported, check the :ref:`customizing-the-reports` section. + +Operation modes +=============== + +There are two main operation modes when analyzing the status of a remote process: + +* The **blocking** mode (default) will stop the process, reads its memory to produce the report and then continue + its execution. The overhead of this operations is very small (normally is under 10ms) but it can be + undesirable in some scenarios such as services and applications running in production environments. The + advantage of this mode is that the memory retrieved is fully coherent which guarantees that the resulting + report will always be correct. + +* The **non blocking** mode (activated using ``--no-block``) will analyze the process memory to produce a + report as the program is running. Although the memory retrieval normally is orders of magnitude faster than + the rate at which the interpreter switches state, is still possible that the resulting report is not correct + or that it cannot be produced due to incoherent results caused by the intepreter state changing before we've + finished reading it. + +.. note:: + In general, users should prefer **blocking** mode (the default) because of its correctness unless stopping + the process even momentarily is not acceptable, in which case **non blocking** mode can be used. + +Interpreter finalization +======================== + +By default, ``pystack`` will try to only fetch the Python stack trace but there are some scenarios where there +will be no active Python stack trace even if the process is running. The most typical scenario is that the process +is shutting down and the Python interpreter is in the process of being destroyed. In this case you will see the +following error message with a warning explaining the situation:: + + $ pystack remote 140 + WARNING(process_remote): The interpreter is shutting itself down so it is possible that no Python stack trace is + available for inspection. You can still use --native-all to force displaying all the threads. + + 💀 Could not gather enough information to extract the Python frame information 💀 + + ... + +As the warning indicates, you can use `--native-all` to force displaying all the threads, even if there is no active +Python stack trace:: + + $ pystack remote 140 --native-all + Traceback for thread 140 [Garbage collecting] (most recent call last): + (C) File "???", line 0, in _start () + (C) File "???", line 0, in __libc_start_main () + (C) File "Modules/main.c", line 743, in Py_BytesMain (/usr/lib/libpython3.8.so.1.0) + (C) File "Modules/main.c", line 691, in Py_RunMain (/usr/lib/libpython3.8.so.1.0) + (C) File "Python/pylifecycle.c", line 1219, in Py_FinalizeEx (/usr/lib/libpython3.8.so.1.0) + (C) File "Modules/gcmodule.c", line 1844, in PyGC_Collect (/usr/lib/libpython3.8.so.1.0) + (C) File "Modules/gcmodule.c", line 1240, in collect_with_callback.constprop.33 (/usr/lib/libpython3.8.so.1.0) + (C) File "Modules/gcmodule.c", line 1063, in collect.constprop.34 (/usr/lib/libpython3.8.so.1.0) + (C) File "Modules/gcmodule.c", line 495, in move_unreachable (inlined) (/usr/lib/libpython3.8.so.1.0) + +Here you can see that the process seems to be stuck while garbage collecting some object at interpreter finalization. + +.. tip:: In some cases, is still possible to retrieve the Python stack trace by using the ``--exhaustive`` command line option. diff --git a/_sources/tutorials/core_tutorial.rst.txt b/_sources/tutorials/core_tutorial.rst.txt new file mode 100644 index 00000000..7bf87170 --- /dev/null +++ b/_sources/tutorials/core_tutorial.rst.txt @@ -0,0 +1,287 @@ +Debugging Core Files +==================== + +Intro +----- + +This lesson is meant to familiarize you with using the ``pystack core`` subcommand to analyze a core +dump file. The steps will help you enable core dumps in your Linux environment, run a script that +crashes and leaves a core dump, and then analyze the core dump file with PyStack. + +Ensuring core dumps are enabled +------------------------------- + +First, we need to ensure that crashing processes in our Linux environment leave core files behind. + +The system allows setting a limit on the size of a core dump, to avoid filling up your disk when +a process is crashing frequently. You can check the configured size limit by running: + +.. code:: shell + + ulimit -c + +If that reports ``0`` it means that core files have been disabled on your machine, and you'll need +to enable them before proceeding with this tutorial. You can enable them using the ``ulimit`` +command in your terminal: + +.. code:: shell + + # unlimited core size + ulimit -c unlimited + + # or if you want to limit the size to 100 MB instead + ulimit -c 100000 + +Note that this command only enables core files for the shell session you ran the command in. If you +want to make this change permanent, you can add that line to your ``~/.bashrc`` or ``~/.zshrc`` file +depending on your terminal preference. For instance: + +.. code:: shell + + echo "ulimit -c unlimited" >> ~/.bashrc + source ~/.bashrc + +Next, we want to check where core dump files will be written. Check what this command prints: + +.. code:: shell + + cat /proc/sys/kernel/core_pattern + +That may contain placeholders, prefixed with ``%``. You can learn more about what placeholders are +available in the "Naming of core dump files" section of `man 5 core `_. + +If you want to control the names used for generated core files, you can update the ``core_pattern`` +setting with ``sysctl``. Note that this affects all users and processes on the machine! The naming +of core dump files can be configured like so: + +.. code:: shell + + sudo sysctl -w kernel.core_pattern="/tmp/core-%e.%p.%h.%t" + +In this example, we configure the file pattern to include the executable name (``%e``), process ID +(``%p``), hostname (``%h``), and timestamp (``%t``), and to be written to the ``/tmp`` directory. If +you would like to learn more about core dumps, Red Hat has more information `here +`_. + +Generating the Core Dump +------------------------ + +You can test whether core dumps are being generated by running this command: + +.. code:: shell + + python3 -c 'import os; os.abort()' + +If everything is configured properly, you should see a message telling you that the process aborted +and a core file was dumped. If your shell is bash, that might say simply ``Aborted (core dumped)``. +If you use zsh, you'd see something like ``zsh: abort python3 -c 'import os; os.abort()'``. + +Now, we need to find the core file. Given the ``core_pattern`` that we configured above with +``sysctl``, the core dump should have been written to ``/tmp`` and its name should start with +``core-``, so you can find the core file with: + +.. code:: shell + + ls /tmp/core-* + +Analyzing the Core Dump +----------------------- + +Now that we have generated the core dump file and located it on disk, we can use the ``pystack +core`` command to analyze it like so: + +.. code:: shell + + pystack core /tmp/core-... + +The output will display the stack trace of the core dump file, which will help you identify the +source of the error. In the case of explicitly telling the process to abort itself, that stack isn't +all that interesting: + +.. code:: python + + Using executable found in the core file: /src/.venv/bin/python + + Core file information: + state: R zombie: True niceness: 0 + pid: 618 ppid: 473 sid: 473 + uid: 1000 gid: 1000 pgrp: 618 + executable: python3 arguments: python3 -c import os; os.abort() + + The process died due receiving signal SIGABRT + Traceback for thread 618 [Has the GIL] (most recent call last): + (Python) File "", line 1, in + +By default PyStack shows you the same Python stack as the interpreter would print if an exception +occurred. Since the Python stack only has one frame on it, there's not much to see here! For +debugging a crash, though, it's generally best to use the ``--native`` flag to display the +interpreter's native C frames, as well as any C or C++ or Rust frames from libraries you are using, +interleaved with the Python frames in the resulting stack trace. + +.. code:: shell + + pystack core --native /tmp/core-... + +This will produce output similar to the below: + +.. code:: python + + Using executable found in the core file: /src/.venv/bin/python + + Core file information: + state: R zombie: True niceness: 0 + pid: 618 ppid: 473 sid: 473 + uid: 1000 gid: 1000 pgrp: 618 + executable: python3 arguments: python3 -c import os; os.abort() + + The process died due receiving signal SIGABRT + Traceback for thread 618 [Has the GIL] (most recent call last): + (C) File "???", line 0, in _start (python3) + (C) File "../csu/libc-start.c", line 360, in __libc_start_main@@GLIBC_2.34 (libc.so.6) + (C) File "../sysdeps/nptl/libc_start_call_main.h", line 58, in __libc_start_call_main (libc.so.6) + (C) File "???", line 0, in Py_BytesMain (python3) + (C) File "???", line 0, in Py_RunMain (python3) + (C) File "???", line 0, in PyRun_SimpleStringFlags (python3) + (C) File "???", line 0, in PyRun_StringFlags (python3) + (Python) File "", line 1, in + (C) File "./stdlib/abort.c", line 79, in abort (libc.so.6) + (C) File "../sysdeps/posix/raise.c", line 26, in raise (libc.so.6) + (C) File "./nptl/pthread_kill.c", line 89, in pthread_kill@@GLIBC_2.34 (libc.so.6) + (C) File "./nptl/pthread_kill.c", line 78, in __pthread_kill_internal (inlined) (libc.so.6) + (C) File "./nptl/pthread_kill.c", line 44, in __pthread_kill_implementation (inlined) (libc.so.6) + +Note that this now includes not only the Python frames on the stack, but also the C frames that +led to the first Python call on the stack, as well as the C frames that the last Python call on the +stack called into. This lets us see how the interpreter implements the ``os.abort()`` function, as +well as how the C library (glibc) implements its own ``abort()`` function! + +Exercise +-------- + +Read through the code in ``core_tutorial.py`` and see if you can spot any bugs: + +.. literalinclude:: core_tutorial.py + :linenos: + +Given the context of this exercise, you won't be particularly surprised to learn that this code +crashes, and leaves a core file for you to investigate. Spend a few minutes investigating the +``pystack core --native`` report for the core file generated by running this script, and see if you +can figure out what's going wrong. If you aren't familiar with Python's internals this will be +tough, but these hints should help: + +.. raw:: html + +
+ Hint 1 + +This program uses `gc.get_objects` to find every tuple in the program's memory, and then finds the +set of distinct element types contained in tuples. The ``for`` loop on lines 16 and 17 runs +successfully to completion and produces a usable report. We know that it finishes because the +PyStack report shows that the crash happens inside the call on line 20. + +Printing each type one at a time in a loop ought to be equivalent to telling ``print()`` to print +them all at once with newlines between each. Why isn't it? + +.. raw:: html + +
+
+ Hint 2 + +Check the local variables with ``--locals`` as well. Can you spot anything wrong there? + +.. raw:: html + +
+
+ Hint 3 + +``--native`` mode shows us that the crash happens within a call to :c:func:`PySequence_Tuple`. Read +up on what that function does, and see if that gives you a clue about what's going wrong here. + +.. raw:: html + +
+
+ Hint 4 + +The documentation tells us that :c:func:`PySequence_Tuple` can be called on either a sequence or an +iterable. Can you tell from the stack what type of object it was being called on when the crash +happened? + +.. raw:: html + +
+
+ Hint 5 + +What gets printed out if you run this Python code? + +.. code:: python + + def args_type(*args): + print(type(args)) + + args_type() + +.. raw:: html + +
+ +Solution +-------- + +.. raw:: html + +
+ Toggle to see the explanation + +Just by using ``--native`` mode, we see some interesting things. First, the crash doesn't happen +when we loop over the values yielded by ``types_found_in_tuples()`` with a ``for`` loop, but does +happen when we pass all the yielded values to ``print`` using ``*`` for unpacking. Second, the crash +happens inside of a call to :c:func:`PySequence_Tuple`, which is the C function equivalent to the +Python code ``tuple(iterable)``. + +When we add ``--locals`` into the mix, we additionally see the very surprising value of ``obj``: + +.. code:: text + + obj: (, , ...) + +That's PyStack's representation of a tuple whose first two elements are `NULL pointers +`_! + +This is about as much as PyStack can tell us, and from here we need to figure things out on our own. +But all the clues are there: + +1. ``types_found_in_tuples()`` was called into by :c:func:`PySequence_Tuple`, which constructs a new + tuple from an iterable +2. ``types_found_in_tuples()`` went on to discover a tuple that contains NULL pointers +3. The problem only happens when we use ``*`` unpacking in the call to ``print``, and doesn't happen + when we use a ``for`` loop +4. Functions receive ``*args`` as a tuple! + +What's happening here is that, in order to execute ``print(*types_found_in_tuples())``, the +interpreter needs to create a new tuple to pass to ``print``, which will contain all of the values +yielded by ``types_found_in_tuples()``. The interpreter creates that tuple, and then starts +iterating over the generator produced by calling ``types_found_in_tuples()`` in order to populate +that new tuple and get it ready to pass to ``print``. But ``types_found_in_tuples()`` uses +`gc.get_objects` and discovers this new, partially initialized tuple, and chaos ensues when it tries +to use that object before the interpreter has finished assigning its elements. + +.. raw:: html + +
+ + +Conclusion +---------- + +In this tutorial, we learned how to use the ``core`` subcommand to get stack traces from core dumps. +We learned how to ensure core files are produced, and how to test that. We then analyzed the core +dump file using the ``pystack`` command to identify the source of the fault. Using the ``--native`` +flag, we were able to view what the Python interpreter itself was doing at the time of the crash, +which provided further insights into the cause of the error. By understanding how to analyze core +dump files, we can effectively debug and troubleshoot interpreter crashes. + +Thank you for following along with this tutorial. Happy coding! diff --git a/_sources/tutorials/deadlock.rst.txt b/_sources/tutorials/deadlock.rst.txt new file mode 100644 index 00000000..30135707 --- /dev/null +++ b/_sources/tutorials/deadlock.rst.txt @@ -0,0 +1,237 @@ +Deadlock +======== + +Intro +----- + +This lesson is meant to familiarize you with PyStack with a classic problem: lock acquisition. + +In this exercise, we will intentionally create a lock ordering issue, which is a common way of +causing a deadlock, where two or more threads are all waiting for the others to release resources, +causing the program to hang indefinitely. + +Development Environment Setup +----------------------------- + +Navigate to the `PyStack GitHub repo `_ and get a copy of the +source code. You can either clone it, or just download the zip, whatever is your preference here. + +You will also need a terminal with a reasonably recent version of ``python3`` installed. + +Once you have the repo ready, ``cd`` into the ``docs/tutorials`` folder: + +.. code:: shell + + cd docs/tutorials/ + +It is here where we will be running the tests and exercises for the remainder of the tutorial. + +Let's go ahead and setup our virtual environment. For reference, here are the official `python3 venv +docs `_. You can also just follow along with the +commands below. + +.. code:: shell + + python3 -m venv .venv + +Once your virtual environment has been created, you can activate it like so: + +.. code:: shell + + source .venv/bin/activate + +Your terminal prompt will be prefixed with ``(.venv)`` to show that activation was successful. +With our virtual environment ready, we can go ahead and install PyStack: + +.. code:: shell + + python3 -m pip install pystack + +Keep your virtual environment activated for the rest of the tutorial, and you should be able to run +any of the commands in the exercises. + +Debugging a running process +--------------------------- + +``pystack remote`` lets you analyze the status of a running ("remote") process. + +Triggering the deadlock +^^^^^^^^^^^^^^^^^^^^^^^ + +In the ``docs/tutorials`` directory, there is a script called ``deadlock.py``: + +.. literalinclude:: deadlock.py + :linenos: + +Since we navigated to that directory above, we can run the deadlock script with: + +.. code:: shell + + python3 deadlock.py & + +This script will intentionally deadlock. The ``&`` causes the process to be run in the background, +so that you're still able to run commands in the current terminal once it has deadlocked. The output +will contain the process ID, so this is the expected output: + +.. code:: shell + + Process ID: + Starting First Thread + First lock acquired + Starting Second Thread + First lock acquired + +You could also find the PID with: + +.. code:: shell + + ps aux | grep deadlock.py + +After the deadlock occurs we can use the ``pystack`` command to analyze the process (replace +```` with the process ID from the previous step): + +.. code:: shell + + pystack remote + +If you see ``Operation not permitted``, you may need to instead run it with: + +.. code:: shell + + sudo -E pystack remote + + +Understanding the results +^^^^^^^^^^^^^^^^^^^^^^^^^ + +The expected result is output similar to this: + +.. code:: python + + Traceback for thread 789 (python3) [] (most recent call last): + (Python) File "//threading.py", line 966, in _bootstrap + self._bootstrap_inner() + (Python) File "//threading.py", line 1009, in _bootstrap_inner + self.run() + (Python) File "//threading.py", line 946, in run + self._target(*self._args, **self._kwargs) + (Python) File "//deadlock.py", line 10, in background + with second_lock: + + Traceback for thread 456 (python3) [] (most recent call last): + (Python) File "//threading.py", line 966, in _bootstrap + self._bootstrap_inner() + (Python) File "//threading.py", line 1009, in _bootstrap_inner + self.run() + (Python) File "//threading.py", line 946, in run + self._target(*self._args, **self._kwargs) + (Python) File "//deadlock.py", line 10, in background + with second_lock: + + Traceback for thread 123 (python3) [] (most recent call last): + (Python) File "//deadlock.py", line 27, in + t1.join() + (Python) File "//threading.py", line 1089, in join + self._wait_for_tstate_lock() + (Python) File "//threading.py", line 1109, in _wait_for_tstate_lock + if lock.acquire(block, timeout): + +Notice that each section is displaying a running thread, and there are three threads here: + +1. Thread 123 is the original thread that creates the other two, and waits for them +2. Thread 456 is ``t1`` +3. Thread 789 is ``t2`` + +Each thread has a stack trace: + +- The thread 789 is trying to acquire ``lock_a`` but is blocked because ``lock_a`` is already held + by thread 456. +- The thread 456 is trying to acquire ``lock_b`` but is blocked because ``lock_b`` is already held + by thread 789. +- The main thread 123 is calling ``join()`` on ``t1``, waiting for it to finish. However, ``t1`` + cannot finish because it is stuck waiting for ``t2``. + +We can see that this is a deadlock: every thread is willing to wait forever for some condition that +will never happen, due to the improper lock acquisition ordering. + +Exploring more features +^^^^^^^^^^^^^^^^^^^^^^^ + +PyStack has some features that can help us diagnose the problem. Using ``--locals`` you can obtain +a simple string representation of the local variables in the different frames as well as the +function arguments. + +When you run: + +.. code:: shell + + pystack remote --locals + +The expected result is: + +.. code:: shell + + Traceback for thread 789 (python3) [] (most recent call last): + (Python) File "//threading.py", line 966, in _bootstrap + self._bootstrap_inner() + Arguments: + self: + (Python) File "//threading.py", line 1009, in _bootstrap_inner + self.run() + Arguments: + self: + (Python) File "//threading.py", line 946, in run + self._target(*self._args, **self._kwargs) + Arguments: + self: + (Python) File "//deadlock.py", line 10, in background + with second_lock: + Arguments: + second_lock: <_thread.lock at 0x7f0c04b90900> + first_lock: <_thread.lock at 0x7f0c04b90b40> + + Traceback for thread 456 (python3) [] (most recent call last): + (Python) File "//threading.py", line 966, in _bootstrap + self._bootstrap_inner() + Arguments: + self: + (Python) File "//threading.py", line 1009, in _bootstrap_inner + self.run() + Arguments: + self: + (Python) File "//threading.py", line 946, in run + self._target(*self._args, **self._kwargs) + Arguments: + self: + (Python) File "//deadlock.py", line 10, in background + with second_lock: + Arguments: + second_lock: <_thread.lock at 0x7f0c04b90b40> + first_lock: <_thread.lock at 0x7f0c04b90900> + + Traceback for thread 123 (python3) [] (most recent call last): + (Python) File "//deadlock.py", line 28, in + t1.join() + (Python) File "//threading.py", line 1089, in join + self._wait_for_tstate_lock() + Arguments: + timeout: None + self: + (Python) File "//threading.py", line 1109, in _wait_for_tstate_lock + if lock.acquire(block, timeout): + Arguments: + timeout: -1 + block: True + self: + Locals: + lock: <_thread.lock at 0x7f0c04bae100> + +Observe that we have the same format of result, with one section for each thread. +However now, there is now more information: the local variables and function arguments. + +- In thread 789 and 456 we can identify the ID of each lock. +- In the main thread 123 we can verify the arguments of ``lock.acquire()``, and see that no timeout + was set (``timeout: None``) and that ``self`` refers to the thread object ````. Moreover, in ``_wait_for_tstate_lock`` we see that ``timeout`` is ``-1``, which + represents an indefinite ``wait``, and ``block`` is ``True``, meaning it will block until the lock + is acquired. diff --git a/_sources/tutorials/random_prime_number.rst.txt b/_sources/tutorials/random_prime_number.rst.txt new file mode 100644 index 00000000..404a4b33 --- /dev/null +++ b/_sources/tutorials/random_prime_number.rst.txt @@ -0,0 +1,98 @@ +Prime Number Generation +======================= + +Intro +----- + +Error handling is essential for any programmer. Being able to understand error messages and quickly +apply accurate fixes is vital for mental health. Unfortunately, Python's stack traces don't always +give a clear picture of everything that can go wrong... + +Working Through an Example +^^^^^^^^^^^^^^^^^^^^^^^^^^ + +Let's go through an example where we create a function to identify prime numbers, and then generate +random numbers until we find a prime number validated through our function. + +Exercise +"""""""" + +Take a look at the example in ``random_prime_number.py``: do you see any errors in the code? + +.. literalinclude:: random_prime_number.py + :linenos: + +Take a guess, and then confirm by running the program. Does it work as you expected? If not, is it +obvious why your program is not running properly? + +Expectations vs Reality +""""""""""""""""""""""" + +Often an exception is thrown and the stack trace Python prints allows a quick solution to become +apparent, but sometimes we get no feedback at all. In this case, we accidentally entered an infinite +loop! But where in the program did we go wrong? Does the logic in the function ``is_prime`` work +correctly, or is the error somewhere else? + +Since the code enters an infinite loop, Python never gives us a stack trace. This can lead to a lot +of confusion and no information as to where the error occurred. We're here to see if there is +a better way to debug your infinite loop. + +Challenge +""""""""" + +Use ``pystack`` on the running program and see if you can identify the bug. Be sure to check what +options may help you locate the errors in your code. + +.. raw:: html + +
+ Hint 1 + +Check your local variables using ``pystack``. + +.. raw:: html + +
+ +.. raw:: html + +
+ Hint 2 + +Try the following command while your program is running: ``pystack remote --locals {PID}``. + +.. raw:: html + +
+ +Solutions +""""""""" + +.. raw:: html + +
+ Toggle to see the solution + +After using PyStack and printing the locals you can see that we accidentally used the wrong random +function! In our current implementation, ``random.random()`` only returns floats between [0.0, 1.0). +Our ``is_prime`` function has correct logic, but the function will never get passed a prime number, +because of the random number generator we chose! + +.. literalinclude:: random_prime_number.py + :linenos: + :pyobject: generate_num + :emphasize-lines: 9 + +A quick fix is to replace the ``random.random()`` call with ``random.randint(0, 100000)``. With this +quick fix, our program will now generate random prime numbers! + +.. raw:: html + +
+ +Conclusion +^^^^^^^^^^ + +Sometimes, finding the bug in your code is not as simple as looking at a stack trace. Infinite loops +are common logical errors in programs, but can be difficult to find. Instead of spending excessive +time searching through lots of code, using PyStack can help you find these logical errors. diff --git a/_static/basic.css b/_static/basic.css new file mode 100644 index 00000000..f316efcb --- /dev/null +++ b/_static/basic.css @@ -0,0 +1,925 @@ +/* + * basic.css + * ~~~~~~~~~ + * + * Sphinx stylesheet -- basic theme. + * + * :copyright: Copyright 2007-2024 by the Sphinx team, see AUTHORS. + * :license: BSD, see LICENSE for details. + * + */ + +/* -- main layout ----------------------------------------------------------- */ + +div.clearer { + clear: both; +} + +div.section::after { + display: block; + content: ''; + clear: left; +} + +/* -- relbar ---------------------------------------------------------------- */ + +div.related { + width: 100%; + font-size: 90%; +} + +div.related h3 { + display: none; +} + +div.related ul { + margin: 0; + padding: 0 0 0 10px; + list-style: none; +} + +div.related li { + display: inline; +} + +div.related li.right { + float: right; 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+ font-weight: bold; +} + +h1 code, h2 code, h3 code, h4 code, h5 code, h6 code { + background-color: transparent; +} + +.viewcode-link { + float: right; +} + +.viewcode-back { + float: right; + font-family: sans-serif; +} + +div.viewcode-block:target { + margin: -1px -10px; + padding: 0 10px; +} + +/* -- math display ---------------------------------------------------------- */ + +img.math { + vertical-align: middle; +} + +div.body div.math p { + text-align: center; +} + +span.eqno { + float: right; +} + +span.eqno a.headerlink { + position: absolute; + z-index: 1; +} + +div.math:hover a.headerlink { + visibility: visible; +} + +/* -- printout stylesheet --------------------------------------------------- */ + +@media print { + div.document, + div.documentwrapper, + div.bodywrapper { + margin: 0 !important; + width: 100%; + } + + div.sphinxsidebar, + div.related, + div.footer, + #top-link { + display: none; + } +} \ No newline at end of file diff --git a/_static/css/custom.css b/_static/css/custom.css new file mode 100644 index 00000000..15bb31a9 --- /dev/null +++ b/_static/css/custom.css @@ -0,0 +1,462 @@ +/* GLOBAL STYLES +-------------------------------------------------- */ +/* Padding below the footer and lighter body text */ + +body { + padding-top: 3rem; + padding-bottom: 3rem; + color: #5a5a5a; +} + +a { + color: #e18325; +} + +a:hover { + color: #fe6615; +} + +/* NAVAR + * ----------------------------------------*/ + +.navbar { + background-color: rgb(245, 245, 245); +} + +.navbar li { + transition: 0.3s background-color; + text-align: center; + background-color: transparent; + padding: 0rem 1rem; + text-decoration: none; + border-radius: 0.3rem; +} + +.navbar li:hover { + background-color: #e18325; +} + +.navbar li .nav-link { + color: #e18325; +} + +.navbar li:hover .nav-link { + color: #31373e; +} + +.dropdown-menu { + background-color: rgb(250, 250, 250); + /*#000000d0;*/ +} + +.dropdown-item { + color: #e18325; +} + +.dropdown-item:hover { + background-color: #e18325; +} + +/* Buttons +-------------------------------------------------- */ + +.outline-pystack { + color: #31373e; + background-color: transparent; + border-color: #00a3e0; +} + +.filled-pystack { + color: #fff; + background-color: #235d9f; + border-color: #235d9f; +} + +.filled-pystack:hover { + color: #fff; + background-color: #fe6615; + border-color: #ff0000; +} + +/* Hero element +-------------------------------------------------- */ + +.splash { + width: 99vw; + height: 99vh; + margin: 0; + padding: 0; + background-color: #fff; + background-repeat: no-repeat; + background-size: cover; + background-position: center; + font-family: "Open Sans", sans-serif; + font-weight: 300; +} + +.splash-container { + z-index: 2; +} + +.splash-image { + max-width: 60%; + min-width: 25em; +} + +.m-intro { + text-align: center; + display: flex; + align-items: center; + justify-content: center; + height: 97%; + margin: 0 auto; + overflow: hidden; + position: relative; +} + +@keyframes move_wave { + 0% { + transform: translateX(0) translateZ(0) scaleY(1) + } + 50% { + transform: translateX(-25%) translateZ(0) scaleY(0.55) + } + 100% { + transform: translateX(-50%) translateZ(0) scaleY(1) + } +} +.waveWrapper { + overflow: hidden; + position: absolute; + left: 0; + right: 0; + bottom: 0; + top: 0; + margin: auto; + z-index: 0; +} +.waveWrapperInner { + position: absolute; + width: 100%; + overflow: hidden; + height: 100%; + bottom: -1px; + background-image: linear-gradient(to top, #009dff 20%, rgb(245, 245, 245)); +} +.bgTop { + z-index: 15; + opacity: 0.5; +} +.bgMiddle { + z-index: 10; + opacity: 0.75; +} +.bgBottom { + z-index: 5; +} +.wave { + position: absolute; + left: 0; + width: 200%; + height: 100%; + background-repeat: repeat no-repeat; + background-position: 0 bottom; + transform-origin: center bottom; +} +.waveTop { + background-size: 50% 100px; +} +.waveAnimation .waveTop { +animation: move-wave 3s; + -webkit-animation: move-wave 3s; + -webkit-animation-delay: 1s; + animation-delay: 1s; +} +.waveMiddle { + background-size: 50% 120px; +} +.waveAnimation .waveMiddle { + animation: move_wave 10s linear infinite; +} +.waveBottom { + background-size: 50% 100px; +} +.waveAnimation .waveBottom { + animation: move_wave 15s linear infinite; +} + +/* Animation for the hero element +-------------------------------------------------- */ + +@-webkit-keyframes rotate { + 0% { + transform: rotate(0); + } + + 100% { + transform: rotate(360deg); + } +} + +@-moz-keyframes rotate { + 0% { + transform: rotate(0); + } + + 100% { + transform: rotate(360deg); + } +} + +@-o-keyframes rotate { + 0% { + transform: rotate(0); + } + + 100% { + transform: rotate(360deg); + } +} + +@keyframes rotate { + 0% { + transform: rotate(0); + } + + 100% { + transform: rotate(360deg); + } +} + +/* Text typing animation +-------------------------------------------------- */ + +.typewriter_container { + display: flex; + justify-content: center; + align-items: center; + font-size: clamp(2rem, 2.8vw, 5rem); +} + +.typewriter { + overflow: hidden; + border-right: 0.15em solid #31373e; + white-space: nowrap; + margin: 0 auto; + animation: typing 2.5s steps(40, end), blink-caret 0.75s step-end infinite; +} + +@keyframes typing { + from { + width: 0; + } + + to { + width: 32ch; + } +} + +@keyframes blink-caret { + from, + to { + border-color: transparent; + } + + 50% { + border-color: #31373e; + } +} + +/* Scrolling Indicator (mouse wheel) +-------------------------------------------------- */ + +.mouse { + display: block; + margin: 0 auto; + width: 43px; + height: 80px; + border-radius: 53px; + border: 2px solid #235d9f; + position: absolute; + top: 85%; + position: absolute; + left: 50%; + margin-left: -14px; +} + +.mouse span { + display: block; + margin: 6px auto; + width: 3px; + height: 7px; + border-radius: 100%; + background: #235d9f; + -webkit-animation-duration: 1s; + animation-duration: 1s; + -webkit-animation-fill-mode: both; + animation-fill-mode: both; + -webkit-animation-iteration-count: infinite; + animation-iteration-count: infinite; + -webkit-animation-name: scroll; + animation-name: scroll; +} + +@-webkit-keyframes scroll { + 0% { + opacity: 1; + -webkit-transform: translateY(0); + transform: translateY(0); + } + + 100% { + opacity: 0; + -webkit-transform: translateY(52px); + transform: translateY(52px); + } +} + +@keyframes scroll { + 0% { + opacity: 1; + -webkit-transform: translateY(0); + -ms-transform: translateY(0); + transform: translateY(0); + } + + 100% { + opacity: 0; + -webkit-transform: translateY(52px); + -ms-transform: translateY(52px); + transform: translateY(52px); + } +} + +/* Image animations on scroll +-------------------------------------------------- */ + +.reveal_l { + position: relative; + transform: translateY(150px); + opacity: 0; + transition: 2s all ease; +} + +.reveal_l.active { + transform: translateY(0); + opacity: 1; +} + +.reveal_r { + position: relative; + transform: translateY(-150px); + opacity: 0; + transition: 2s all ease; +} + +.reveal_r.active { + transform: translateY(0); + opacity: 1; +} + +/* MARKETING CONTENT +-------------------------------------------------- */ + +/* Border for the rounded images */ + +.rounded-header-image { + border-radius: 50%; + border: 5px solid rgb(245, 245, 245); + box-shadow: 0 2px 2px rgba(0, 0, 0, 0.3); +} + +.rounded-header-image:hover { + -webkit-transform: scale(1.1); + transform: scale(1.1); + transition: all 0.3s ease-in-out; +} + +/* Center align the text within the three columns below the carousel */ +.marketing .col-lg-4 { + margin-bottom: 1.5rem; + text-align: center; +} + +.marketing h2 { + font-weight: 400; +} + +.marketing .col-lg-4 p { + margin-right: 0.75rem; + margin-left: 0.75rem; +} + +/* Featurettes +------------------------- */ + +.featurette-divider { + margin: 5rem 0; + /* Space out the Bootstrap
more */ +} + +/* Thin out the marketing headings */ +.featurette-heading { + font-weight: 300; + line-height: 1; + letter-spacing: -0.05rem; +} + +/* Cards and card columns +----------------------------- */ + +.card-container { + margin: 0 50px; +} + +.card-columns { + flex-wrap: wrap; +} + +.card:hover { + background: linear-gradient(90deg, #cc9add 8.06%, #ebad98 106.93%); + text-decoration: none; + transform: scale(1.05); + transition: all 0.3s ease-in-out; +} + +.card:hover .card-title, +.card:hover .card-subtitle, +.card:hover .card-text { + color: white; +} + +.card:hover .card-link { + color: rgb(231, 231, 231); +} + +@media (min-width: 768px) { + .card { + flex-basis: calc(33.33% - 30px); + } +} + +/* RESPONSIVE CSS +-------------------------------------------------- */ + +@media (min-width: 40em) { + /* Bump up size of carousel content */ + .carousel-caption p { + margin-bottom: 1.25rem; + font-size: 1.25rem; + line-height: 1.4; + } + + .featurette-heading { + font-size: 50px; + } +} + +@media (min-width: 62em) { + .featurette-heading { + margin-top: 7rem; + } +} diff --git a/_static/debug.css b/_static/debug.css new file mode 100644 index 00000000..74d4aec3 --- /dev/null +++ b/_static/debug.css @@ -0,0 +1,69 @@ +/* + This CSS file should be overridden by the theme authors. It's + meant for debugging and developing the skeleton that this theme provides. +*/ +body { + font-family: -apple-system, "Segoe UI", Roboto, Helvetica, Arial, sans-serif, + "Apple Color Emoji", "Segoe UI Emoji"; + background: lavender; +} +.sb-announcement { + background: rgb(131, 131, 131); +} +.sb-announcement__inner { + background: black; + color: white; +} +.sb-header { + background: lightskyblue; +} +.sb-header__inner { + background: royalblue; + color: white; +} +.sb-header-secondary { + background: lightcyan; +} +.sb-header-secondary__inner { + background: cornflowerblue; + color: white; +} +.sb-sidebar-primary { + background: lightgreen; +} +.sb-main { + background: blanchedalmond; +} +.sb-main__inner { + background: antiquewhite; +} +.sb-header-article { + background: lightsteelblue; +} +.sb-article-container { + background: snow; +} +.sb-article-main { + background: white; +} +.sb-footer-article { + background: lightpink; +} +.sb-sidebar-secondary { + background: lightgoldenrodyellow; +} +.sb-footer-content { + background: plum; +} +.sb-footer-content__inner { + background: palevioletred; +} +.sb-footer { + background: pink; +} +.sb-footer__inner { + background: salmon; +} +.sb-article { + background: white; +} diff --git a/_static/doctools.js b/_static/doctools.js new file mode 100644 index 00000000..4d67807d --- /dev/null +++ b/_static/doctools.js @@ -0,0 +1,156 @@ +/* + * doctools.js + * ~~~~~~~~~~~ + * + * Base JavaScript utilities for all Sphinx HTML documentation. + * + * :copyright: Copyright 2007-2024 by the Sphinx team, see AUTHORS. + * :license: BSD, see LICENSE for details. + * + */ +"use strict"; + +const BLACKLISTED_KEY_CONTROL_ELEMENTS = new Set([ + "TEXTAREA", + "INPUT", + "SELECT", + "BUTTON", +]); + +const _ready = (callback) => { + if (document.readyState !== "loading") { + callback(); + } else { + document.addEventListener("DOMContentLoaded", callback); + } +}; + +/** + * Small JavaScript module for the documentation. + */ +const Documentation = { + init: () => { + Documentation.initDomainIndexTable(); + Documentation.initOnKeyListeners(); + }, + + /** + * i18n support + */ + TRANSLATIONS: {}, + PLURAL_EXPR: (n) => (n === 1 ? 0 : 1), + LOCALE: "unknown", + + // gettext and ngettext don't access this so that the functions + // can safely bound to a different name (_ = Documentation.gettext) + gettext: (string) => { + const translated = Documentation.TRANSLATIONS[string]; + switch (typeof translated) { + case "undefined": + return string; // no translation + case "string": + return translated; // translation exists + default: + return translated[0]; // (singular, plural) translation tuple exists + } + }, + + ngettext: (singular, plural, n) => { + const translated = Documentation.TRANSLATIONS[singular]; + if (typeof translated !== "undefined") + return translated[Documentation.PLURAL_EXPR(n)]; + return n === 1 ? singular : plural; + }, + + addTranslations: (catalog) => { + Object.assign(Documentation.TRANSLATIONS, catalog.messages); + Documentation.PLURAL_EXPR = new Function( + "n", + `return (${catalog.plural_expr})` + ); + Documentation.LOCALE = catalog.locale; + }, + + /** + * helper function to focus on search bar + */ + focusSearchBar: () => { + document.querySelectorAll("input[name=q]")[0]?.focus(); + }, + + /** + * Initialise the domain index toggle buttons + */ + initDomainIndexTable: () => { + const toggler = (el) => { + const idNumber = el.id.substr(7); + const toggledRows = document.querySelectorAll(`tr.cg-${idNumber}`); + if (el.src.substr(-9) === "minus.png") { + el.src = `${el.src.substr(0, el.src.length - 9)}plus.png`; + toggledRows.forEach((el) => (el.style.display = "none")); + } else { + el.src = `${el.src.substr(0, el.src.length - 8)}minus.png`; + toggledRows.forEach((el) => (el.style.display = "")); + } + }; + + const togglerElements = document.querySelectorAll("img.toggler"); + togglerElements.forEach((el) => + el.addEventListener("click", (event) => toggler(event.currentTarget)) + ); + togglerElements.forEach((el) => (el.style.display = "")); + if (DOCUMENTATION_OPTIONS.COLLAPSE_INDEX) togglerElements.forEach(toggler); + }, + + initOnKeyListeners: () => { + // only install a listener if it is really needed + if ( + !DOCUMENTATION_OPTIONS.NAVIGATION_WITH_KEYS && + !DOCUMENTATION_OPTIONS.ENABLE_SEARCH_SHORTCUTS + ) + return; + + document.addEventListener("keydown", (event) => { + // bail for input elements + if (BLACKLISTED_KEY_CONTROL_ELEMENTS.has(document.activeElement.tagName)) return; + // bail with special keys + if (event.altKey || event.ctrlKey || event.metaKey) return; + + if (!event.shiftKey) { + switch (event.key) { + case "ArrowLeft": + if (!DOCUMENTATION_OPTIONS.NAVIGATION_WITH_KEYS) break; + + const prevLink = document.querySelector('link[rel="prev"]'); + if (prevLink && prevLink.href) { + window.location.href = prevLink.href; + event.preventDefault(); + } + break; + case 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Remove the inheritance of text transform in Firefox.\n */\n\nbutton,\nselect { /* 1 */\n text-transform: none;\n}\n\n/**\n * Correct the inability to style clickable types in iOS and Safari.\n */\n\nbutton,\n[type=\"button\"],\n[type=\"reset\"],\n[type=\"submit\"] {\n -webkit-appearance: button;\n}\n\n/**\n * Remove the inner border and padding in Firefox.\n */\n\nbutton::-moz-focus-inner,\n[type=\"button\"]::-moz-focus-inner,\n[type=\"reset\"]::-moz-focus-inner,\n[type=\"submit\"]::-moz-focus-inner {\n border-style: none;\n padding: 0;\n}\n\n/**\n * Restore the focus styles unset by the previous rule.\n */\n\nbutton:-moz-focusring,\n[type=\"button\"]:-moz-focusring,\n[type=\"reset\"]:-moz-focusring,\n[type=\"submit\"]:-moz-focusring {\n outline: 1px dotted ButtonText;\n}\n\n/**\n * Correct the padding in Firefox.\n */\n\nfieldset {\n padding: 0.35em 0.75em 0.625em;\n}\n\n/**\n * 1. Correct the text wrapping in Edge and IE.\n * 2. Correct the color inheritance from `fieldset` elements in IE.\n * 3. Remove the padding so developers are not caught out when they zero out\n * `fieldset` elements in all browsers.\n */\n\nlegend {\n box-sizing: border-box; /* 1 */\n color: inherit; /* 2 */\n display: table; /* 1 */\n max-width: 100%; /* 1 */\n padding: 0; /* 3 */\n white-space: normal; /* 1 */\n}\n\n/**\n * Add the correct vertical alignment in Chrome, Firefox, and Opera.\n */\n\nprogress {\n vertical-align: baseline;\n}\n\n/**\n * Remove the default vertical scrollbar in IE 10+.\n */\n\ntextarea {\n overflow: auto;\n}\n\n/**\n * 1. Add the correct box sizing in IE 10.\n * 2. Remove the padding in IE 10.\n */\n\n[type=\"checkbox\"],\n[type=\"radio\"] {\n box-sizing: border-box; /* 1 */\n padding: 0; /* 2 */\n}\n\n/**\n * Correct the cursor style of increment and decrement buttons in Chrome.\n */\n\n[type=\"number\"]::-webkit-inner-spin-button,\n[type=\"number\"]::-webkit-outer-spin-button {\n height: auto;\n}\n\n/**\n * 1. Correct the odd appearance in Chrome and Safari.\n * 2. Correct the outline style in Safari.\n */\n\n[type=\"search\"] {\n -webkit-appearance: textfield; /* 1 */\n outline-offset: -2px; /* 2 */\n}\n\n/**\n * Remove the inner padding in Chrome and Safari on macOS.\n */\n\n[type=\"search\"]::-webkit-search-decoration {\n -webkit-appearance: none;\n}\n\n/**\n * 1. Correct the inability to style clickable types in iOS and Safari.\n * 2. Change font properties to `inherit` in Safari.\n */\n\n::-webkit-file-upload-button {\n -webkit-appearance: button; /* 1 */\n font: inherit; /* 2 */\n}\n\n/* Interactive\n ========================================================================== */\n\n/*\n * Add the correct display in Edge, IE 10+, and Firefox.\n */\n\ndetails {\n display: block;\n}\n\n/*\n * Add the correct display in all browsers.\n */\n\nsummary {\n display: list-item;\n}\n\n/* Misc\n ========================================================================== */\n\n/**\n * Add the correct display in IE 10+.\n */\n\ntemplate {\n display: none;\n}\n\n/**\n * Add the correct display in IE 10.\n */\n\n[hidden] {\n display: none;\n}\n","// This file contains styles for managing print media.\n\n////////////////////////////////////////////////////////////////////////////////\n// Hide elements not relevant to print media.\n////////////////////////////////////////////////////////////////////////////////\n@media print\n // Hide icon container.\n .content-icon-container\n display: none !important\n\n // Hide showing header links if hovering over when printing.\n .headerlink\n display: none !important\n\n // Hide mobile header.\n .mobile-header\n display: none !important\n\n // Hide navigation links.\n .related-pages\n display: none !important\n\n////////////////////////////////////////////////////////////////////////////////\n// Tweaks related to decolorization.\n////////////////////////////////////////////////////////////////////////////////\n@media print\n // Apply a border around code which no longer have a color background.\n .highlight\n border: 0.1pt solid var(--color-foreground-border)\n\n////////////////////////////////////////////////////////////////////////////////\n// Avoid page break in some relevant cases.\n////////////////////////////////////////////////////////////////////////////////\n@media print\n ul, ol, dl, a, table, pre, blockquote, p\n page-break-inside: avoid\n\n h1, h2, h3, h4, h5, h6, img, figure, caption\n page-break-inside: avoid\n page-break-after: avoid\n\n ul, ol, dl\n page-break-before: avoid\n",".visually-hidden\n position: absolute !important\n width: 1px !important\n height: 1px !important\n padding: 0 !important\n margin: -1px !important\n overflow: hidden !important\n clip: rect(0,0,0,0) !important\n white-space: nowrap !important\n border: 0 !important\n color: var(--color-foreground-primary)\n background: var(--color-background-primary)\n\n:-moz-focusring\n outline: auto\n","// This file serves as the \"skeleton\" of the theming logic.\n//\n// This contains the bulk of the logic for handling dark mode, color scheme\n// toggling and the handling of color-scheme-specific hiding of elements.\n\nbody\n @include fonts\n @include spacing\n @include icons\n @include admonitions\n @include default-admonition(#651fff, \"abstract\")\n @include default-topic(#14B8A6, \"pencil\")\n\n @include colors\n\n.only-light\n display: block !important\nhtml body .only-dark\n display: none !important\n\n// Ignore dark-mode hints if print media.\n@media not print\n // Enable dark-mode, if requested.\n body[data-theme=\"dark\"]\n @include colors-dark\n\n html & .only-light\n display: none !important\n .only-dark\n display: block !important\n\n // Enable dark mode, unless explicitly told to avoid.\n @media (prefers-color-scheme: dark)\n body:not([data-theme=\"light\"])\n @include colors-dark\n\n html & .only-light\n display: none !important\n .only-dark\n display: block !important\n\n//\n// Theme toggle presentation\n//\nbody[data-theme=\"auto\"]\n .theme-toggle svg.theme-icon-when-auto-light\n display: block\n\n @media (prefers-color-scheme: dark)\n .theme-toggle svg.theme-icon-when-auto-dark\n display: block\n .theme-toggle svg.theme-icon-when-auto-light\n display: none\n\nbody[data-theme=\"dark\"]\n .theme-toggle svg.theme-icon-when-dark\n display: block\n\nbody[data-theme=\"light\"]\n .theme-toggle svg.theme-icon-when-light\n display: block\n","// Fonts used by this theme.\n//\n// There are basically two things here -- using the system font stack and\n// defining sizes for various elements in %ages. We could have also used `em`\n// but %age is easier to reason about for me.\n\n@mixin fonts {\n // These are adapted from https://systemfontstack.com/\n --font-stack: -apple-system, BlinkMacSystemFont, Segoe UI, Helvetica, Arial,\n sans-serif, Apple Color Emoji, Segoe UI Emoji;\n --font-stack--monospace: \"SFMono-Regular\", Menlo, Consolas, Monaco,\n Liberation Mono, Lucida Console, monospace;\n --font-stack--headings: var(--font-stack);\n\n --font-size--normal: 100%;\n --font-size--small: 87.5%;\n --font-size--small--2: 81.25%;\n --font-size--small--3: 75%;\n --font-size--small--4: 62.5%;\n\n // Sidebar\n --sidebar-caption-font-size: var(--font-size--small--2);\n --sidebar-item-font-size: var(--font-size--small);\n --sidebar-search-input-font-size: var(--font-size--small);\n\n // Table of Contents\n --toc-font-size: var(--font-size--small--3);\n --toc-font-size--mobile: var(--font-size--normal);\n --toc-title-font-size: var(--font-size--small--4);\n\n // Admonitions\n //\n // These aren't defined in terms of %ages, since nesting these is permitted.\n --admonition-font-size: 0.8125rem;\n --admonition-title-font-size: 0.8125rem;\n\n // Code\n --code-font-size: var(--font-size--small--2);\n\n // API\n --api-font-size: var(--font-size--small);\n}\n","// Spacing for various elements on the page\n//\n// If the user wants to tweak things in a certain way, they are permitted to.\n// They also have to deal with the consequences though!\n\n@mixin spacing {\n // Header!\n --header-height: calc(\n var(--sidebar-item-line-height) + 4 * #{var(--sidebar-item-spacing-vertical)}\n );\n --header-padding: 0.5rem;\n\n // Sidebar\n --sidebar-tree-space-above: 1.5rem;\n --sidebar-caption-space-above: 1rem;\n\n --sidebar-item-line-height: 1rem;\n --sidebar-item-spacing-vertical: 0.5rem;\n --sidebar-item-spacing-horizontal: 1rem;\n --sidebar-item-height: calc(\n var(--sidebar-item-line-height) + 2 *#{var(--sidebar-item-spacing-vertical)}\n );\n\n --sidebar-expander-width: var(--sidebar-item-height); // be square\n\n --sidebar-search-space-above: 0.5rem;\n --sidebar-search-input-spacing-vertical: 0.5rem;\n --sidebar-search-input-spacing-horizontal: 0.5rem;\n --sidebar-search-input-height: 1rem;\n --sidebar-search-icon-size: var(--sidebar-search-input-height);\n\n // Table of Contents\n --toc-title-padding: 0.25rem 0;\n --toc-spacing-vertical: 1.5rem;\n --toc-spacing-horizontal: 1.5rem;\n --toc-item-spacing-vertical: 0.4rem;\n --toc-item-spacing-horizontal: 1rem;\n}\n","// Expose theme icons as CSS variables.\n\n$icons: (\n // Adapted from tabler-icons\n // url: https://tablericons.com/\n \"search\":\n url('data:image/svg+xml;charset=utf-8,'),\n // Factored out from mkdocs-material on 24-Aug-2020.\n // url: https://squidfunk.github.io/mkdocs-material/reference/admonitions/\n \"pencil\":\n url('data:image/svg+xml;charset=utf-8,'),\n \"abstract\":\n url('data:image/svg+xml;charset=utf-8,'),\n \"info\":\n url('data:image/svg+xml;charset=utf-8,'),\n \"flame\":\n url('data:image/svg+xml;charset=utf-8,'),\n \"question\":\n url('data:image/svg+xml;charset=utf-8,'),\n \"warning\":\n url('data:image/svg+xml;charset=utf-8,'),\n \"failure\":\n url('data:image/svg+xml;charset=utf-8,'),\n \"spark\":\n url('data:image/svg+xml;charset=utf-8,')\n);\n\n@mixin icons {\n @each $name, $glyph in $icons {\n --icon-#{$name}: #{$glyph};\n }\n}\n","// Admonitions\n\n// Structure of these is:\n// admonition-class: color \"icon-name\";\n//\n// The colors are translated into CSS variables below. The icons are\n// used directly in the main declarations to set the `mask-image` in\n// the title.\n\n// prettier-ignore\n$admonitions: (\n // Each of these has an reST directives for it.\n \"caution\": #ff9100 \"spark\",\n \"warning\": #ff9100 \"warning\",\n \"danger\": #ff5252 \"spark\",\n \"attention\": #ff5252 \"warning\",\n \"error\": #ff5252 \"failure\",\n \"hint\": #00c852 \"question\",\n \"tip\": #00c852 \"info\",\n \"important\": #00bfa5 \"flame\",\n \"note\": #00b0ff \"pencil\",\n \"seealso\": #448aff \"info\",\n \"admonition-todo\": #808080 \"pencil\"\n);\n\n@mixin default-admonition($color, $icon-name) {\n --color-admonition-title: #{$color};\n --color-admonition-title-background: #{rgba($color, 0.2)};\n\n --icon-admonition-default: var(--icon-#{$icon-name});\n}\n\n@mixin default-topic($color, $icon-name) {\n --color-topic-title: #{$color};\n --color-topic-title-background: #{rgba($color, 0.2)};\n\n --icon-topic-default: var(--icon-#{$icon-name});\n}\n\n@mixin admonitions {\n @each $name, $values in $admonitions {\n --color-admonition-title--#{$name}: #{nth($values, 1)};\n --color-admonition-title-background--#{$name}: #{rgba(\n nth($values, 1),\n 0.2\n )};\n }\n}\n","// Colors used throughout this theme.\n//\n// The aim is to give the user more control. Thus, instead of hard-coding colors\n// in various parts of the stylesheet, the approach taken is to define all\n// colors as CSS variables and reusing them in all the places.\n//\n// `colors-dark` depends on `colors` being included at a lower specificity.\n\n@mixin colors {\n --color-problematic: #b30000;\n\n // Base Colors\n --color-foreground-primary: black; // for main text and headings\n --color-foreground-secondary: #5a5c63; // for secondary text\n --color-foreground-muted: #6b6f76; // for muted text\n --color-foreground-border: #878787; // for content borders\n\n --color-background-primary: white; // for content\n --color-background-secondary: #f8f9fb; // for navigation + ToC\n --color-background-hover: #efeff4ff; // for navigation-item hover\n --color-background-hover--transparent: #efeff400;\n --color-background-border: #eeebee; // for UI borders\n --color-background-item: #ccc; // for \"background\" items (eg: copybutton)\n\n // Announcements\n --color-announcement-background: #000000dd;\n --color-announcement-text: #eeebee;\n\n // Brand colors\n --color-brand-primary: #0a4bff;\n --color-brand-content: #2757dd;\n --color-brand-visited: #872ee0;\n\n // API documentation\n --color-api-background: var(--color-background-hover--transparent);\n --color-api-background-hover: var(--color-background-hover);\n --color-api-overall: var(--color-foreground-secondary);\n --color-api-name: var(--color-problematic);\n --color-api-pre-name: var(--color-problematic);\n --color-api-paren: var(--color-foreground-secondary);\n --color-api-keyword: var(--color-foreground-primary);\n\n --color-api-added: #21632c;\n --color-api-added-border: #38a84d;\n --color-api-changed: #046172;\n --color-api-changed-border: #06a1bc;\n --color-api-deprecated: #605706;\n --color-api-deprecated-border: #f0d90f;\n --color-api-removed: #b30000;\n --color-api-removed-border: #ff5c5c;\n\n --color-highlight-on-target: #ffffcc;\n\n // Inline code background\n --color-inline-code-background: var(--color-background-secondary);\n\n // Highlighted text (search)\n --color-highlighted-background: #ddeeff;\n --color-highlighted-text: var(--color-foreground-primary);\n\n // GUI Labels\n --color-guilabel-background: #ddeeff80;\n --color-guilabel-border: #bedaf580;\n --color-guilabel-text: var(--color-foreground-primary);\n\n // Admonitions!\n --color-admonition-background: transparent;\n\n //////////////////////////////////////////////////////////////////////////////\n // Everything below this should be one of:\n // - var(...)\n // - *-gradient(...)\n // - special literal values (eg: transparent, none)\n //////////////////////////////////////////////////////////////////////////////\n\n // Tables\n --color-table-header-background: var(--color-background-secondary);\n --color-table-border: var(--color-background-border);\n\n // Cards\n --color-card-border: var(--color-background-secondary);\n --color-card-background: transparent;\n --color-card-marginals-background: var(--color-background-secondary);\n\n // Header\n --color-header-background: var(--color-background-primary);\n --color-header-border: var(--color-background-border);\n --color-header-text: var(--color-foreground-primary);\n\n // Sidebar (left)\n --color-sidebar-background: var(--color-background-secondary);\n --color-sidebar-background-border: var(--color-background-border);\n\n --color-sidebar-brand-text: var(--color-foreground-primary);\n --color-sidebar-caption-text: var(--color-foreground-muted);\n --color-sidebar-link-text: var(--color-foreground-secondary);\n --color-sidebar-link-text--top-level: var(--color-brand-primary);\n\n --color-sidebar-item-background: var(--color-sidebar-background);\n --color-sidebar-item-background--current: var(\n --color-sidebar-item-background\n );\n --color-sidebar-item-background--hover: linear-gradient(\n 90deg,\n var(--color-background-hover--transparent) 0%,\n var(--color-background-hover) var(--sidebar-item-spacing-horizontal),\n var(--color-background-hover) 100%\n );\n\n --color-sidebar-item-expander-background: transparent;\n --color-sidebar-item-expander-background--hover: var(\n --color-background-hover\n );\n\n --color-sidebar-search-text: var(--color-foreground-primary);\n --color-sidebar-search-background: var(--color-background-secondary);\n --color-sidebar-search-background--focus: var(--color-background-primary);\n --color-sidebar-search-border: var(--color-background-border);\n --color-sidebar-search-icon: var(--color-foreground-muted);\n\n // Table of Contents (right)\n --color-toc-background: var(--color-background-primary);\n --color-toc-title-text: var(--color-foreground-muted);\n --color-toc-item-text: var(--color-foreground-secondary);\n --color-toc-item-text--hover: var(--color-foreground-primary);\n --color-toc-item-text--active: var(--color-brand-primary);\n\n // Actual page contents\n --color-content-foreground: var(--color-foreground-primary);\n --color-content-background: transparent;\n\n // Links\n --color-link: var(--color-brand-content);\n --color-link-underline: var(--color-background-border);\n --color-link--hover: var(--color-brand-content);\n --color-link-underline--hover: var(--color-foreground-border);\n\n --color-link--visited: var(--color-brand-visited);\n --color-link-underline--visited: var(--color-background-border);\n --color-link--visited--hover: var(--color-brand-visited);\n --color-link-underline--visited--hover: var(--color-foreground-border);\n}\n\n@mixin colors-dark {\n --color-problematic: #ee5151;\n\n // Base Colors\n --color-foreground-primary: #cfd0d0; // for main text and headings\n --color-foreground-secondary: #9ca0a5; // for secondary text\n --color-foreground-muted: #81868d; // for muted text\n --color-foreground-border: #666666; // for content borders\n\n --color-background-primary: #131416; // for content\n --color-background-secondary: #1a1c1e; // for navigation + ToC\n --color-background-hover: #1e2124ff; // for navigation-item hover\n --color-background-hover--transparent: #1e212400;\n --color-background-border: #303335; // for UI borders\n --color-background-item: #444; // for \"background\" items (eg: copybutton)\n\n // Announcements\n --color-announcement-background: #000000dd;\n --color-announcement-text: #eeebee;\n\n // Brand colors\n --color-brand-primary: #3d94ff;\n --color-brand-content: #5ca5ff;\n --color-brand-visited: #b27aeb;\n\n // Highlighted text (search)\n --color-highlighted-background: #083563;\n\n // GUI Labels\n --color-guilabel-background: #08356380;\n --color-guilabel-border: #13395f80;\n\n // API documentation\n --color-api-keyword: var(--color-foreground-secondary);\n --color-highlight-on-target: #333300;\n\n --color-api-added: #3db854;\n --color-api-added-border: #267334;\n --color-api-changed: #09b0ce;\n --color-api-changed-border: #056d80;\n --color-api-deprecated: #b1a10b;\n --color-api-deprecated-border: #6e6407;\n --color-api-removed: #ff7575;\n --color-api-removed-border: #b03b3b;\n\n // Admonitions\n --color-admonition-background: #18181a;\n\n // Cards\n --color-card-border: var(--color-background-secondary);\n --color-card-background: #18181a;\n --color-card-marginals-background: var(--color-background-hover);\n}\n","// This file contains the styling for making the content throughout the page,\n// including fonts, paragraphs, headings and spacing among these elements.\n\nbody\n font-family: var(--font-stack)\npre,\ncode,\nkbd,\nsamp\n font-family: var(--font-stack--monospace)\n\n// Make fonts look slightly nicer.\nbody\n -webkit-font-smoothing: antialiased\n -moz-osx-font-smoothing: grayscale\n\n// Line height from Bootstrap 4.1\narticle\n line-height: 1.5\n\n//\n// Headings\n//\nh1,\nh2,\nh3,\nh4,\nh5,\nh6\n line-height: 1.25\n font-family: var(--font-stack--headings)\n font-weight: bold\n\n border-radius: 0.5rem\n margin-top: 0.5rem\n margin-bottom: 0.5rem\n margin-left: -0.5rem\n margin-right: -0.5rem\n padding-left: 0.5rem\n padding-right: 0.5rem\n\n + p\n margin-top: 0\n\nh1\n font-size: 2.5em\n margin-top: 1.75rem\n margin-bottom: 1rem\nh2\n font-size: 2em\n margin-top: 1.75rem\nh3\n font-size: 1.5em\nh4\n font-size: 1.25em\nh5\n font-size: 1.125em\nh6\n font-size: 1em\n\nsmall\n opacity: 75%\n font-size: 80%\n\n// Paragraph\np\n margin-top: 0.5rem\n margin-bottom: 0.75rem\n\n// Horizontal rules\nhr.docutils\n height: 1px\n padding: 0\n margin: 2rem 0\n background-color: var(--color-background-border)\n border: 0\n\n.centered\n text-align: center\n\n// Links\na\n text-decoration: underline\n\n color: var(--color-link)\n text-decoration-color: var(--color-link-underline)\n\n &:visited\n color: var(--color-link--visited)\n text-decoration-color: var(--color-link-underline--visited)\n &:hover\n color: var(--color-link--visited--hover)\n text-decoration-color: var(--color-link-underline--visited--hover)\n\n &:hover\n color: var(--color-link--hover)\n text-decoration-color: var(--color-link-underline--hover)\n &.muted-link\n color: inherit\n &:hover\n color: var(--color-link--hover)\n text-decoration-color: var(--color-link-underline--hover)\n &:visited\n color: var(--color-link--visited--hover)\n text-decoration-color: var(--color-link-underline--visited--hover)\n","// This file contains the styles for the overall layouting of the documentation\n// skeleton, including the responsive changes as well as sidebar toggles.\n//\n// This is implemented as a mobile-last design, which isn't ideal, but it is\n// reasonably good-enough and I got pretty tired by the time I'd finished this\n// to move the rules around to fix this. Shouldn't take more than 3-4 hours,\n// if you know what you're doing tho.\n\n// HACK: Not all browsers account for the scrollbar width in media queries.\n// This results in horizontal scrollbars in the breakpoint where we go\n// from displaying everything to hiding the ToC. We accomodate for this by\n// adding a bit of padding to the TOC drawer, disabling the horizontal\n// scrollbar and allowing the scrollbars to cover the padding.\n// https://www.456bereastreet.com/archive/201301/media_query_width_and_vertical_scrollbars/\n\n// HACK: Always having the scrollbar visible, prevents certain browsers from\n// causing the content to stutter horizontally between taller-than-viewport and\n// not-taller-than-viewport pages.\n\nhtml\n overflow-x: hidden\n overflow-y: scroll\n scroll-behavior: smooth\n\n.sidebar-scroll, .toc-scroll, article[role=main] *\n // Override Firefox scrollbar style\n scrollbar-width: thin\n scrollbar-color: var(--color-foreground-border) transparent\n\n // Override Chrome scrollbar styles\n &::-webkit-scrollbar\n width: 0.25rem\n height: 0.25rem\n &::-webkit-scrollbar-thumb\n background-color: var(--color-foreground-border)\n border-radius: 0.125rem\n\n//\n// Overalls\n//\nhtml,\nbody\n height: 100%\n color: var(--color-foreground-primary)\n background: var(--color-background-primary)\n\n.skip-to-content\n position: fixed\n padding: 1rem\n border-radius: 1rem\n left: 0.25rem\n top: 0.25rem\n z-index: 40\n background: var(--color-background-primary)\n color: var(--color-foreground-primary)\n\n transform: translateY(-200%)\n transition: transform 300ms ease-in-out\n\n &:focus-within\n transform: translateY(0%)\n\narticle\n color: var(--color-content-foreground)\n background: var(--color-content-background)\n overflow-wrap: break-word\n\n.page\n display: flex\n // fill the viewport for pages with little content.\n min-height: 100%\n\n.mobile-header\n width: 100%\n height: var(--header-height)\n background-color: var(--color-header-background)\n color: var(--color-header-text)\n border-bottom: 1px solid var(--color-header-border)\n\n // Looks like sub-script/super-script have this, and we need this to\n // be \"on top\" of those.\n z-index: 10\n\n // We don't show the header on large screens.\n display: none\n\n // Add shadow when scrolled\n &.scrolled\n border-bottom: none\n box-shadow: 0 0 0.2rem rgba(0, 0, 0, 0.1), 0 0.2rem 0.4rem rgba(0, 0, 0, 0.2)\n\n .header-center\n a\n color: var(--color-header-text)\n text-decoration: none\n\n.main\n display: flex\n flex: 1\n\n// Sidebar (left) also covers the entire left portion of screen.\n.sidebar-drawer\n box-sizing: border-box\n\n border-right: 1px solid var(--color-sidebar-background-border)\n background: var(--color-sidebar-background)\n\n display: flex\n justify-content: flex-end\n // These next two lines took me two days to figure out.\n width: calc((100% - #{$full-width}) / 2 + #{$sidebar-width})\n min-width: $sidebar-width\n\n// Scroll-along sidebars\n.sidebar-container,\n.toc-drawer\n box-sizing: border-box\n width: $sidebar-width\n\n.toc-drawer\n background: var(--color-toc-background)\n // See HACK described on top of this document\n padding-right: 1rem\n\n.sidebar-sticky,\n.toc-sticky\n position: sticky\n top: 0\n height: min(100%, 100vh)\n height: 100vh\n\n display: flex\n flex-direction: column\n\n.sidebar-scroll,\n.toc-scroll\n flex-grow: 1\n flex-shrink: 1\n\n overflow: auto\n scroll-behavior: smooth\n\n// Central items.\n.content\n padding: 0 $content-padding\n width: $content-width\n\n display: flex\n flex-direction: column\n justify-content: space-between\n\n.icon\n display: inline-block\n height: 1rem\n width: 1rem\n svg\n width: 100%\n height: 100%\n\n//\n// Accommodate announcement banner\n//\n.announcement\n background-color: var(--color-announcement-background)\n color: var(--color-announcement-text)\n\n height: var(--header-height)\n display: flex\n align-items: center\n overflow-x: auto\n & + .page\n min-height: calc(100% - var(--header-height))\n\n.announcement-content\n box-sizing: border-box\n padding: 0.5rem\n min-width: 100%\n white-space: nowrap\n text-align: center\n\n a\n color: var(--color-announcement-text)\n text-decoration-color: var(--color-announcement-text)\n\n &:hover\n color: var(--color-announcement-text)\n text-decoration-color: var(--color-link--hover)\n\n////////////////////////////////////////////////////////////////////////////////\n// Toggles for theme\n////////////////////////////////////////////////////////////////////////////////\n.no-js .theme-toggle-container // don't show theme toggle if there's no JS\n display: none\n\n.theme-toggle-container\n display: flex\n\n.theme-toggle\n display: flex\n cursor: pointer\n border: none\n padding: 0\n background: transparent\n\n.theme-toggle svg\n height: 1.25rem\n width: 1.25rem\n color: var(--color-foreground-primary)\n display: none\n\n.theme-toggle-header\n display: flex\n align-items: center\n justify-content: center\n\n////////////////////////////////////////////////////////////////////////////////\n// Toggles for elements\n////////////////////////////////////////////////////////////////////////////////\n.toc-overlay-icon, .nav-overlay-icon\n display: none\n cursor: pointer\n\n .icon\n color: var(--color-foreground-secondary)\n height: 1.5rem\n width: 1.5rem\n\n.toc-header-icon, .nav-overlay-icon\n // for when we set display: flex\n justify-content: center\n align-items: center\n\n.toc-content-icon\n height: 1.5rem\n width: 1.5rem\n\n.content-icon-container\n float: right\n display: flex\n margin-top: 1.5rem\n margin-left: 1rem\n margin-bottom: 1rem\n gap: 0.5rem\n\n .edit-this-page, .view-this-page\n svg\n color: inherit\n height: 1.25rem\n width: 1.25rem\n\n.sidebar-toggle\n position: absolute\n display: none\n// \n.sidebar-toggle[name=\"__toc\"]\n left: 20px\n.sidebar-toggle:checked\n left: 40px\n// \n\n.overlay\n position: fixed\n top: 0\n width: 0\n height: 0\n\n transition: width 0ms, height 0ms, opacity 250ms ease-out\n\n opacity: 0\n background-color: rgba(0, 0, 0, 0.54)\n.sidebar-overlay\n z-index: 20\n.toc-overlay\n z-index: 40\n\n// Keep things on top and smooth.\n.sidebar-drawer\n z-index: 30\n transition: left 250ms ease-in-out\n.toc-drawer\n z-index: 50\n transition: right 250ms ease-in-out\n\n// Show the Sidebar\n#__navigation:checked\n & ~ .sidebar-overlay\n width: 100%\n height: 100%\n opacity: 1\n & ~ .page\n .sidebar-drawer\n top: 0\n left: 0\n // Show the toc sidebar\n#__toc:checked\n & ~ .toc-overlay\n width: 100%\n height: 100%\n opacity: 1\n & ~ .page\n .toc-drawer\n top: 0\n right: 0\n\n////////////////////////////////////////////////////////////////////////////////\n// Back to top\n////////////////////////////////////////////////////////////////////////////////\n.back-to-top\n text-decoration: none\n\n display: none\n position: fixed\n left: 0\n top: 1rem\n padding: 0.5rem\n padding-right: 0.75rem\n border-radius: 1rem\n font-size: 0.8125rem\n\n background: var(--color-background-primary)\n box-shadow: 0 0.2rem 0.5rem rgba(0, 0, 0, 0.05), #6b728080 0px 0px 1px 0px\n\n z-index: 10\n\n margin-left: 50%\n transform: translateX(-50%)\n svg\n height: 1rem\n width: 1rem\n fill: currentColor\n display: inline-block\n\n span\n margin-left: 0.25rem\n\n .show-back-to-top &\n display: flex\n align-items: center\n\n////////////////////////////////////////////////////////////////////////////////\n// Responsive layouting\n////////////////////////////////////////////////////////////////////////////////\n// Make things a bit bigger on bigger screens.\n@media (min-width: $full-width + $sidebar-width)\n html\n font-size: 110%\n\n@media (max-width: $full-width)\n // Collapse \"toc\" into the icon.\n .toc-content-icon\n display: flex\n .toc-drawer\n position: fixed\n height: 100vh\n top: 0\n right: -$sidebar-width\n border-left: 1px solid var(--color-background-muted)\n .toc-tree\n border-left: none\n font-size: var(--toc-font-size--mobile)\n\n // Accomodate for a changed content width.\n .sidebar-drawer\n width: calc((100% - #{$full-width - $sidebar-width}) / 2 + #{$sidebar-width})\n\n@media (max-width: $content-padded-width + $sidebar-width)\n // Center the page\n .content\n margin-left: auto\n margin-right: auto\n padding: 0 $content-padding--small\n\n@media (max-width: $content-padded-width--small + $sidebar-width)\n // Collapse \"navigation\".\n .nav-overlay-icon\n display: flex\n .sidebar-drawer\n position: fixed\n height: 100vh\n width: $sidebar-width\n\n top: 0\n left: -$sidebar-width\n\n // Swap which icon is visible.\n .toc-header-icon, .theme-toggle-header\n display: flex\n .toc-content-icon, .theme-toggle-content\n display: none\n\n // Show the header.\n .mobile-header\n position: sticky\n top: 0\n display: flex\n justify-content: space-between\n align-items: center\n\n .header-left,\n .header-right\n display: flex\n height: var(--header-height)\n padding: 0 var(--header-padding)\n label\n height: 100%\n width: 100%\n user-select: none\n\n .nav-overlay-icon .icon,\n .theme-toggle svg\n height: 1.5rem\n width: 1.5rem\n\n // Add a scroll margin for the content\n :target\n scroll-margin-top: calc(var(--header-height) + 2.5rem)\n\n // Show back-to-top below the header\n .back-to-top\n top: calc(var(--header-height) + 0.5rem)\n\n // Accommodate for the header.\n .page\n flex-direction: column\n justify-content: center\n\n@media (max-width: $content-width + 2* $content-padding--small)\n // Content should respect window limits.\n .content\n width: 100%\n overflow-x: auto\n\n@media (max-width: $content-width)\n article[role=main] aside.sidebar\n float: none\n width: 100%\n margin: 1rem 0\n","// Overall Layout Variables\n//\n// Because CSS variables can't be used in media queries. The fact that this\n// makes the layout non-user-configurable is a good thing.\n$content-padding: 3em;\n$content-padding--small: 1em;\n$content-width: 46em;\n$sidebar-width: 15em;\n$content-padded-width: $content-width + 2 * $content-padding;\n$content-padded-width--small: $content-width + 2 * $content-padding--small;\n$full-width: $content-padded-width + 2 * $sidebar-width;\n","//\n// The design here is strongly inspired by mkdocs-material.\n.admonition, .topic\n margin: 1rem auto\n padding: 0 0.5rem 0.5rem 0.5rem\n\n background: var(--color-admonition-background)\n\n border-radius: 0.2rem\n box-shadow: 0 0.2rem 0.5rem rgba(0, 0, 0, 0.05), 0 0 0.0625rem rgba(0, 0, 0, 0.1)\n\n font-size: var(--admonition-font-size)\n\n overflow: hidden\n page-break-inside: avoid\n\n // First element should have no margin, since the title has it.\n > :nth-child(2)\n margin-top: 0\n\n // Last item should have no margin, since we'll control that w/ padding\n > :last-child\n margin-bottom: 0\n\n.admonition p.admonition-title,\np.topic-title\n position: relative\n margin: 0 -0.5rem 0.5rem\n padding-left: 2rem\n padding-right: .5rem\n padding-top: .4rem\n padding-bottom: .4rem\n\n font-weight: 500\n font-size: var(--admonition-title-font-size)\n line-height: 1.3\n\n // Our fancy icon\n &::before\n content: \"\"\n position: absolute\n left: 0.5rem\n width: 1rem\n height: 1rem\n\n// Default styles\np.admonition-title\n background-color: var(--color-admonition-title-background)\n &::before\n background-color: var(--color-admonition-title)\n mask-image: var(--icon-admonition-default)\n mask-repeat: no-repeat\n\np.topic-title\n background-color: var(--color-topic-title-background)\n &::before\n background-color: var(--color-topic-title)\n mask-image: var(--icon-topic-default)\n mask-repeat: no-repeat\n\n//\n// Variants\n//\n.admonition\n border-left: 0.2rem solid var(--color-admonition-title)\n\n @each $type, $value in $admonitions\n &.#{$type}\n border-left-color: var(--color-admonition-title--#{$type})\n > .admonition-title\n background-color: var(--color-admonition-title-background--#{$type})\n &::before\n background-color: var(--color-admonition-title--#{$type})\n mask-image: var(--icon-#{nth($value, 2)})\n\n.admonition-todo > .admonition-title\n text-transform: uppercase\n","// This file stylizes the API documentation (stuff generated by autodoc). It's\n// deeply nested due to how autodoc structures the HTML without enough classes\n// to select the relevant items.\n\n// API docs!\ndl[class]:not(.option-list):not(.field-list):not(.footnote):not(.glossary):not(.simple)\n // Tweak the spacing of all the things!\n dd\n margin-left: 2rem\n > :first-child\n margin-top: 0.125rem\n > :last-child\n margin-bottom: 0.75rem\n\n // This is used for the arguments\n .field-list\n margin-bottom: 0.75rem\n\n // \"Headings\" (like \"Parameters\" and \"Return\")\n > dt\n text-transform: uppercase\n font-size: var(--font-size--small)\n\n dd:empty\n margin-bottom: 0.5rem\n dd > ul\n margin-left: -1.2rem\n > li\n > p:nth-child(2)\n margin-top: 0\n // When the last-empty-paragraph follows a paragraph, it doesn't need\n // to augument the existing spacing.\n > p + p:last-child:empty\n margin-top: 0\n margin-bottom: 0\n\n // Colorize the elements\n > dt\n color: var(--color-api-overall)\n\n.sig:not(.sig-inline)\n font-weight: bold\n\n font-size: var(--api-font-size)\n font-family: var(--font-stack--monospace)\n\n margin-left: -0.25rem\n margin-right: -0.25rem\n padding-top: 0.25rem\n padding-bottom: 0.25rem\n padding-right: 0.5rem\n\n // These are intentionally em, to properly match the font size.\n padding-left: 3em\n text-indent: -2.5em\n\n border-radius: 0.25rem\n\n background: var(--color-api-background)\n transition: background 100ms ease-out\n\n &:hover\n background: var(--color-api-background-hover)\n\n // adjust the size of the [source] link on the right.\n a.reference\n .viewcode-link\n font-weight: normal\n width: 4.25rem\n\nem.property\n font-style: normal\n &:first-child\n color: var(--color-api-keyword)\n.sig-name\n color: var(--color-api-name)\n.sig-prename\n font-weight: normal\n color: var(--color-api-pre-name)\n.sig-paren\n color: var(--color-api-paren)\n.sig-param\n font-style: normal\n\ndiv.versionadded,\ndiv.versionchanged,\ndiv.deprecated,\ndiv.versionremoved\n border-left: 0.1875rem solid\n border-radius: 0.125rem\n\n padding-left: 0.75rem\n\n p\n margin-top: 0.125rem\n margin-bottom: 0.125rem\n\ndiv.versionadded\n border-color: var(--color-api-added-border)\n .versionmodified\n color: var(--color-api-added)\n\ndiv.versionchanged\n border-color: var(--color-api-changed-border)\n .versionmodified\n color: var(--color-api-changed)\n\ndiv.deprecated\n border-color: var(--color-api-deprecated-border)\n .versionmodified\n color: var(--color-api-deprecated)\n\ndiv.versionremoved\n border-color: var(--color-api-removed-border)\n .versionmodified\n color: var(--color-api-removed)\n\n// Align the [docs] and [source] to the right.\n.viewcode-link, .viewcode-back\n float: right\n text-align: right\n",".line-block\n margin-top: 0.5rem\n margin-bottom: 0.75rem\n .line-block\n margin-top: 0rem\n margin-bottom: 0rem\n padding-left: 1rem\n","// Captions\narticle p.caption,\ntable > caption,\n.code-block-caption\n font-size: var(--font-size--small)\n text-align: center\n\n// Caption above a TOCTree\n.toctree-wrapper.compound\n .caption, :not(.caption) > .caption-text\n font-size: var(--font-size--small)\n text-transform: uppercase\n\n text-align: initial\n margin-bottom: 0\n\n > ul\n margin-top: 0\n margin-bottom: 0\n","// Inline code\ncode.literal, .sig-inline\n background: var(--color-inline-code-background)\n border-radius: 0.2em\n // Make the font smaller, and use padding to recover.\n font-size: var(--font-size--small--2)\n padding: 0.1em 0.2em\n\n pre.literal-block &\n font-size: inherit\n padding: 0\n\n p &\n border: 1px solid var(--color-background-border)\n\n.sig-inline\n font-family: var(--font-stack--monospace)\n\n// Code and Literal Blocks\n$code-spacing-vertical: 0.625rem\n$code-spacing-horizontal: 0.875rem\n\n// Wraps every literal block + line numbers.\ndiv[class*=\" highlight-\"],\ndiv[class^=\"highlight-\"]\n margin: 1em 0\n display: flex\n\n .table-wrapper\n margin: 0\n padding: 0\n\npre\n margin: 0\n padding: 0\n overflow: auto\n\n // Needed to have more specificity than pygments' \"pre\" selector. :(\n article[role=\"main\"] .highlight &\n line-height: 1.5\n\n &.literal-block,\n .highlight &\n font-size: var(--code-font-size)\n padding: $code-spacing-vertical $code-spacing-horizontal\n\n // Make it look like all the other blocks.\n &.literal-block\n margin-top: 1rem\n margin-bottom: 1rem\n\n border-radius: 0.2rem\n background-color: var(--color-code-background)\n color: var(--color-code-foreground)\n\n// All code is always contained in this.\n.highlight\n width: 100%\n border-radius: 0.2rem\n\n // Make line numbers and prompts un-selectable.\n .gp, span.linenos\n user-select: none\n pointer-events: none\n\n // Expand the line-highlighting.\n .hll\n display: block\n margin-left: -$code-spacing-horizontal\n margin-right: -$code-spacing-horizontal\n padding-left: $code-spacing-horizontal\n padding-right: $code-spacing-horizontal\n\n/* Make code block captions be nicely integrated */\n.code-block-caption\n display: flex\n padding: $code-spacing-vertical $code-spacing-horizontal\n\n border-radius: 0.25rem\n border-bottom-left-radius: 0\n border-bottom-right-radius: 0\n font-weight: 300\n border-bottom: 1px solid\n\n background-color: var(--color-code-background)\n color: var(--color-code-foreground)\n border-color: var(--color-background-border)\n\n + div[class]\n margin-top: 0\n pre\n border-top-left-radius: 0\n border-top-right-radius: 0\n\n// When `html_codeblock_linenos_style` is table.\n.highlighttable\n width: 100%\n display: block\n tbody\n display: block\n\n tr\n display: flex\n\n // Line numbers\n td.linenos\n background-color: var(--color-code-background)\n color: var(--color-code-foreground)\n padding: $code-spacing-vertical $code-spacing-horizontal\n padding-right: 0\n border-top-left-radius: 0.2rem\n border-bottom-left-radius: 0.2rem\n\n .linenodiv\n padding-right: $code-spacing-horizontal\n font-size: var(--code-font-size)\n box-shadow: -0.0625rem 0 var(--color-foreground-border) inset\n\n // Actual code\n td.code\n padding: 0\n display: block\n flex: 1\n overflow: hidden\n\n .highlight\n border-top-left-radius: 0\n border-bottom-left-radius: 0\n\n// When `html_codeblock_linenos_style` is inline.\n.highlight\n span.linenos\n display: inline-block\n padding-left: 0\n padding-right: $code-spacing-horizontal\n margin-right: $code-spacing-horizontal\n box-shadow: -0.0625rem 0 var(--color-foreground-border) inset\n","// Inline Footnote Reference\n.footnote-reference\n font-size: var(--font-size--small--4)\n vertical-align: super\n\n// Definition list, listing the content of each note.\n// docutils <= 0.17\ndl.footnote.brackets\n font-size: var(--font-size--small)\n color: var(--color-foreground-secondary)\n\n display: grid\n grid-template-columns: max-content auto\n dt\n margin: 0\n > .fn-backref\n margin-left: 0.25rem\n\n &:after\n content: \":\"\n\n .brackets\n &:before\n content: \"[\"\n &:after\n content: \"]\"\n\n dd\n margin: 0\n padding: 0 1rem\n\n// docutils >= 0.18\naside.footnote\n font-size: var(--font-size--small)\n color: var(--color-foreground-secondary)\n\naside.footnote > span,\ndiv.citation > span\n float: left\n font-weight: 500\n padding-right: 0.25rem\n\naside.footnote > *:not(span),\ndiv.citation > p\n margin-left: 2rem\n","//\n// Figures\n//\nimg\n box-sizing: border-box\n max-width: 100%\n height: auto\n\narticle\n figure, .figure\n border-radius: 0.2rem\n\n margin: 0\n :last-child\n margin-bottom: 0\n\n .align-left\n float: left\n clear: left\n margin: 0 1rem 1rem\n\n .align-right\n float: right\n clear: right\n margin: 0 1rem 1rem\n\n .align-default,\n .align-center\n display: block\n text-align: center\n margin-left: auto\n margin-right: auto\n\n // WELL, table needs to be stylised like a table.\n table.align-default\n display: table\n text-align: initial\n",".genindex-jumpbox, .domainindex-jumpbox\n border-top: 1px solid var(--color-background-border)\n border-bottom: 1px solid var(--color-background-border)\n padding: 0.25rem\n\n.genindex-section, .domainindex-section\n h2\n margin-top: 0.75rem\n margin-bottom: 0.5rem\n ul\n margin-top: 0\n margin-bottom: 0\n","ul,\nol\n padding-left: 1.2rem\n\n // Space lists out like paragraphs\n margin-top: 1rem\n margin-bottom: 1rem\n // reduce margins within li.\n li\n > p:first-child\n margin-top: 0.25rem\n margin-bottom: 0.25rem\n\n > p:last-child\n margin-top: 0.25rem\n\n > ul,\n > ol\n margin-top: 0.5rem\n margin-bottom: 0.5rem\n\nol\n &.arabic\n list-style: decimal\n &.loweralpha\n list-style: lower-alpha\n &.upperalpha\n list-style: upper-alpha\n &.lowerroman\n list-style: lower-roman\n &.upperroman\n list-style: upper-roman\n\n// Don't space lists out when they're \"simple\" or in a `.. toctree::`\n.simple,\n.toctree-wrapper\n li\n > ul,\n > ol\n margin-top: 0\n margin-bottom: 0\n\n// Definition Lists\n.field-list,\n.option-list,\ndl:not([class]),\ndl.simple,\ndl.footnote,\ndl.glossary\n dt\n font-weight: 500\n margin-top: 0.25rem\n + dt\n margin-top: 0\n\n .classifier::before\n content: \":\"\n margin-left: 0.2rem\n margin-right: 0.2rem\n\n dd\n > p:first-child,\n ul\n margin-top: 0.125rem\n\n ul\n margin-bottom: 0.125rem\n",".math-wrapper\n width: 100%\n overflow-x: auto\n\ndiv.math\n position: relative\n text-align: center\n\n .headerlink,\n &:focus .headerlink\n display: none\n\n &:hover .headerlink\n display: inline-block\n\n span.eqno\n position: absolute\n right: 0.5rem\n top: 50%\n transform: translate(0, -50%)\n z-index: 1\n","// Abbreviations\nabbr[title]\n cursor: help\n\n// \"Problematic\" content, as identified by Sphinx\n.problematic\n color: var(--color-problematic)\n\n// Keyboard / Mouse \"instructions\"\nkbd:not(.compound)\n margin: 0 0.2rem\n padding: 0 0.2rem\n border-radius: 0.2rem\n border: 1px solid var(--color-foreground-border)\n color: var(--color-foreground-primary)\n vertical-align: text-bottom\n\n font-size: var(--font-size--small--3)\n display: inline-block\n\n box-shadow: 0 0.0625rem 0 rgba(0, 0, 0, 0.2), inset 0 0 0 0.125rem var(--color-background-primary)\n\n background-color: var(--color-background-secondary)\n\n// Blockquote\nblockquote\n border-left: 4px solid var(--color-background-border)\n background: var(--color-background-secondary)\n\n margin-left: 0\n margin-right: 0\n padding: 0.5rem 1rem\n\n .attribution\n font-weight: 600\n text-align: right\n\n &.pull-quote,\n &.highlights\n font-size: 1.25em\n\n &.epigraph,\n &.pull-quote\n border-left-width: 0\n border-radius: 0.5rem\n\n &.highlights\n border-left-width: 0\n background: transparent\n\n// Center align embedded-in-text images\np .reference img\n vertical-align: middle\n","p.rubric\n line-height: 1.25\n font-weight: bold\n font-size: 1.125em\n\n // For Numpy-style documentation that's got rubrics within it.\n // https://github.com/pradyunsg/furo/discussions/505\n dd &\n line-height: inherit\n font-weight: inherit\n\n font-size: var(--font-size--small)\n text-transform: uppercase\n","article .sidebar\n float: right\n clear: right\n width: 30%\n\n margin-left: 1rem\n margin-right: 0\n\n border-radius: 0.2rem\n background-color: var(--color-background-secondary)\n border: var(--color-background-border) 1px solid\n\n > *\n padding-left: 1rem\n padding-right: 1rem\n\n > ul, > ol // lists need additional padding, because bullets.\n padding-left: 2.2rem\n\n .sidebar-title\n margin: 0\n padding: 0.5rem 1rem\n border-bottom: var(--color-background-border) 1px solid\n\n font-weight: 500\n\n// TODO: subtitle\n// TODO: dedicated variables?\n","[role=main] .table-wrapper.container\n width: 100%\n overflow-x: auto\n margin-top: 1rem\n margin-bottom: 0.5rem\n padding: 0.2rem 0.2rem 0.75rem\n\ntable.docutils\n border-radius: 0.2rem\n border-spacing: 0\n border-collapse: collapse\n\n box-shadow: 0 0.2rem 0.5rem rgba(0, 0, 0, 0.05), 0 0 0.0625rem rgba(0, 0, 0, 0.1)\n\n th\n background: var(--color-table-header-background)\n\n td,\n th\n // Space things out properly\n padding: 0 0.25rem\n\n // Get the borders looking just-right.\n border-left: 1px solid var(--color-table-border)\n border-right: 1px solid var(--color-table-border)\n border-bottom: 1px solid var(--color-table-border)\n\n p\n margin: 0.25rem\n\n &:first-child\n border-left: none\n &:last-child\n border-right: none\n\n // MyST-parser tables set these classes for control of column alignment\n &.text-left\n text-align: left\n &.text-right\n text-align: right\n &.text-center\n text-align: center\n",":target\n scroll-margin-top: 2.5rem\n\n@media (max-width: $full-width - $sidebar-width)\n :target\n scroll-margin-top: calc(2.5rem + var(--header-height))\n\n // When a heading is selected\n section > span:target\n scroll-margin-top: calc(2.8rem + var(--header-height))\n\n// Permalinks\n.headerlink\n font-weight: 100\n user-select: none\n\nh1,\nh2,\nh3,\nh4,\nh5,\nh6,\ndl dt,\np.caption,\nfigcaption p,\ntable > caption,\n.code-block-caption\n > .headerlink\n margin-left: 0.5rem\n visibility: hidden\n &:hover > .headerlink\n visibility: visible\n\n // Don't change to link-like, if someone adds the contents directive.\n > .toc-backref\n color: inherit\n text-decoration-line: none\n\n// Figure and table captions are special.\nfigure:hover > figcaption > p > .headerlink,\ntable:hover > caption > .headerlink\n visibility: visible\n\n:target >, // Regular section[id] style anchors\nspan:target ~ // Non-regular span[id] style \"extra\" anchors\n h1,\n h2,\n h3,\n h4,\n h5,\n h6\n &:nth-of-type(1)\n background-color: var(--color-highlight-on-target)\n // .headerlink\n // visibility: visible\n code.literal\n background-color: transparent\n\ntable:target > caption,\nfigure:target\n background-color: var(--color-highlight-on-target)\n\n// Inline page contents\n.this-will-duplicate-information-and-it-is-still-useful-here li :target\n background-color: var(--color-highlight-on-target)\n\n// Code block permalinks\n.literal-block-wrapper:target .code-block-caption\n background-color: var(--color-highlight-on-target)\n\n// When a definition list item is selected\n//\n// There isn't really an alternative to !important here, due to the\n// high-specificity of API documentation's selector.\ndt:target\n background-color: var(--color-highlight-on-target) !important\n\n// When a footnote reference is selected\n.footnote > dt:target + dd,\n.footnote-reference:target\n background-color: var(--color-highlight-on-target)\n",".guilabel\n background-color: var(--color-guilabel-background)\n border: 1px solid var(--color-guilabel-border)\n color: var(--color-guilabel-text)\n\n padding: 0 0.3em\n border-radius: 0.5em\n font-size: 0.9em\n","// This file contains the styles used for stylizing the footer that's shown\n// below the content.\n\nfooter\n font-size: var(--font-size--small)\n display: flex\n flex-direction: column\n\n margin-top: 2rem\n\n// Bottom of page information\n.bottom-of-page\n display: flex\n align-items: center\n justify-content: space-between\n\n margin-top: 1rem\n padding-top: 1rem\n padding-bottom: 1rem\n\n color: var(--color-foreground-secondary)\n border-top: 1px solid var(--color-background-border)\n\n line-height: 1.5\n\n @media (max-width: $content-width)\n text-align: center\n flex-direction: column-reverse\n gap: 0.25rem\n\n .left-details\n font-size: var(--font-size--small)\n\n .right-details\n display: flex\n flex-direction: column\n gap: 0.25rem\n text-align: right\n\n .icons\n display: flex\n justify-content: flex-end\n gap: 0.25rem\n font-size: 1rem\n\n a\n text-decoration: none\n\n svg,\n img\n font-size: 1.125rem\n height: 1em\n width: 1em\n\n// Next/Prev page information\n.related-pages\n a\n display: flex\n align-items: center\n\n text-decoration: none\n &:hover .page-info .title\n text-decoration: underline\n color: var(--color-link)\n text-decoration-color: var(--color-link-underline)\n\n svg.furo-related-icon,\n svg.furo-related-icon > use\n flex-shrink: 0\n\n color: var(--color-foreground-border)\n\n width: 0.75rem\n height: 0.75rem\n margin: 0 0.5rem\n\n &.next-page\n max-width: 50%\n\n float: right\n clear: right\n text-align: right\n\n &.prev-page\n max-width: 50%\n\n float: left\n clear: left\n\n svg\n transform: rotate(180deg)\n\n.page-info\n display: flex\n flex-direction: column\n overflow-wrap: anywhere\n\n .next-page &\n align-items: flex-end\n\n .context\n display: flex\n align-items: center\n\n padding-bottom: 0.1rem\n\n color: var(--color-foreground-muted)\n font-size: var(--font-size--small)\n text-decoration: none\n","// This file contains the styles for the contents of the left sidebar, which\n// contains the navigation tree, logo, search etc.\n\n////////////////////////////////////////////////////////////////////////////////\n// Brand on top of the scrollable tree.\n////////////////////////////////////////////////////////////////////////////////\n.sidebar-brand\n display: flex\n flex-direction: column\n flex-shrink: 0\n\n padding: var(--sidebar-item-spacing-vertical) var(--sidebar-item-spacing-horizontal)\n text-decoration: none\n\n.sidebar-brand-text\n color: var(--color-sidebar-brand-text)\n overflow-wrap: break-word\n margin: var(--sidebar-item-spacing-vertical) 0\n font-size: 1.5rem\n\n.sidebar-logo-container\n margin: var(--sidebar-item-spacing-vertical) 0\n\n.sidebar-logo\n margin: 0 auto\n display: block\n max-width: 100%\n\n////////////////////////////////////////////////////////////////////////////////\n// Search\n////////////////////////////////////////////////////////////////////////////////\n.sidebar-search-container\n display: flex\n align-items: center\n margin-top: var(--sidebar-search-space-above)\n\n position: relative\n\n background: var(--color-sidebar-search-background)\n &:hover,\n &:focus-within\n background: var(--color-sidebar-search-background--focus)\n\n &::before\n content: \"\"\n position: absolute\n left: var(--sidebar-item-spacing-horizontal)\n width: var(--sidebar-search-icon-size)\n height: var(--sidebar-search-icon-size)\n\n background-color: var(--color-sidebar-search-icon)\n mask-image: var(--icon-search)\n\n.sidebar-search\n box-sizing: border-box\n\n border: none\n border-top: 1px solid var(--color-sidebar-search-border)\n border-bottom: 1px solid var(--color-sidebar-search-border)\n\n padding-top: var(--sidebar-search-input-spacing-vertical)\n padding-bottom: var(--sidebar-search-input-spacing-vertical)\n padding-right: var(--sidebar-search-input-spacing-horizontal)\n padding-left: calc(var(--sidebar-item-spacing-horizontal) + var(--sidebar-search-input-spacing-horizontal) + var(--sidebar-search-icon-size))\n\n width: 100%\n\n color: var(--color-sidebar-search-foreground)\n background: transparent\n z-index: 10\n\n &:focus\n outline: none\n\n &::placeholder\n font-size: var(--sidebar-search-input-font-size)\n\n//\n// Hide Search Matches link\n//\n#searchbox .highlight-link\n padding: var(--sidebar-item-spacing-vertical) var(--sidebar-item-spacing-horizontal) 0\n margin: 0\n text-align: center\n\n a\n color: var(--color-sidebar-search-icon)\n font-size: var(--font-size--small--2)\n\n////////////////////////////////////////////////////////////////////////////////\n// Structure/Skeleton of the navigation tree (left)\n////////////////////////////////////////////////////////////////////////////////\n.sidebar-tree\n font-size: var(--sidebar-item-font-size)\n margin-top: var(--sidebar-tree-space-above)\n margin-bottom: var(--sidebar-item-spacing-vertical)\n\n ul\n padding: 0\n margin-top: 0\n margin-bottom: 0\n\n display: flex\n flex-direction: column\n\n list-style: none\n\n li\n position: relative\n margin: 0\n\n > ul\n margin-left: var(--sidebar-item-spacing-horizontal)\n\n .icon\n color: var(--color-sidebar-link-text)\n\n .reference\n box-sizing: border-box\n color: var(--color-sidebar-link-text)\n\n // Fill the parent.\n display: inline-block\n line-height: var(--sidebar-item-line-height)\n text-decoration: none\n\n // Don't allow long words to cause wrapping.\n overflow-wrap: anywhere\n\n height: 100%\n width: 100%\n\n padding: var(--sidebar-item-spacing-vertical) var(--sidebar-item-spacing-horizontal)\n\n &:hover\n color: var(--color-sidebar-link-text)\n background: var(--color-sidebar-item-background--hover)\n\n // Add a nice little \"external-link\" arrow here.\n &.external::after\n content: url('data:image/svg+xml,')\n margin: 0 0.25rem\n vertical-align: middle\n color: var(--color-sidebar-link-text)\n\n // Make the current page reference bold.\n .current-page > .reference\n font-weight: bold\n\n label\n position: absolute\n top: 0\n right: 0\n height: var(--sidebar-item-height)\n width: var(--sidebar-expander-width)\n\n cursor: pointer\n user-select: none\n\n display: flex\n justify-content: center\n align-items: center\n\n .caption, :not(.caption) > .caption-text\n font-size: var(--sidebar-caption-font-size)\n color: var(--color-sidebar-caption-text)\n\n font-weight: bold\n text-transform: uppercase\n\n margin: var(--sidebar-caption-space-above) 0 0 0\n padding: var(--sidebar-item-spacing-vertical) var(--sidebar-item-spacing-horizontal)\n\n // If it has children, add a bit more padding to wrap the content to avoid\n // overlapping with the

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zB-b{X$a~H1jya51#DBOVb$0ao8|>YqX1?`aU;)|#!uUBsd<-?-YHXt9Oi_2sAc%5M zCR;7sYRIoX337B*`&+4BO^8LdVB4HU4dTgzbjc;S7WONrbLWfSsKDD7|87aQM>any zwkUn=n?`Y~(8kOZ+rT$r%T>PRDw8ktnc9|E_JrONWP5~ad(L#Ef^WRsSL2Zy1r6l{ z@)=0K+ycU8eo*wYyL1zvJCfk3b(ursbxcBF@p@#jrw^4?GX-Oi3VYpoH%^~(fqq@& z%P(ZObN8-gzVxYc`TrW^?I$((({vN+KCj1Xz~*zn->b0 + var meq1 = "^(" + C + ")?" + V + C + "(" + V + ")?$"; // [C]VC[V] is m=1 + var mgr1 = "^(" + C + ")?" + V + C + V + C; // [C]VCVC... is m>1 + var s_v = "^(" + C + ")?" + v; // vowel in stem + + this.stemWord = function (w) { + var stem; + var suffix; + var firstch; + var origword = w; + + if (w.length < 3) + return w; + + var re; + var re2; + var re3; + var re4; + + firstch = w.substr(0,1); + if (firstch == "y") + w = firstch.toUpperCase() + w.substr(1); + + // Step 1a + re = /^(.+?)(ss|i)es$/; + re2 = /^(.+?)([^s])s$/; + + if (re.test(w)) + w = w.replace(re,"$1$2"); + else if (re2.test(w)) + w = w.replace(re2,"$1$2"); + + // Step 1b + re = /^(.+?)eed$/; + re2 = /^(.+?)(ed|ing)$/; + if (re.test(w)) { + var fp = re.exec(w); + re = new RegExp(mgr0); + if (re.test(fp[1])) { + re = /.$/; + w = w.replace(re,""); + } + } + else if (re2.test(w)) { + var fp = re2.exec(w); + stem = fp[1]; + re2 = new RegExp(s_v); + if (re2.test(stem)) { + w = stem; + re2 = /(at|bl|iz)$/; + re3 = new RegExp("([^aeiouylsz])\\1$"); + re4 = new RegExp("^" + C + v + "[^aeiouwxy]$"); + if (re2.test(w)) + w = w + "e"; + else if (re3.test(w)) { + re = /.$/; + w = w.replace(re,""); + } + else if (re4.test(w)) + w = w + "e"; + } + } + + // Step 1c + re = /^(.+?)y$/; + if (re.test(w)) { + var fp = re.exec(w); + stem = fp[1]; + re = new RegExp(s_v); + if (re.test(stem)) + w = stem + "i"; + } + + // Step 2 + re = /^(.+?)(ational|tional|enci|anci|izer|bli|alli|entli|eli|ousli|ization|ation|ator|alism|iveness|fulness|ousness|aliti|iviti|biliti|logi)$/; + if (re.test(w)) { + var fp = re.exec(w); + stem = fp[1]; + suffix = fp[2]; + re = new RegExp(mgr0); + if (re.test(stem)) + w = stem + step2list[suffix]; + } + + // Step 3 + re = /^(.+?)(icate|ative|alize|iciti|ical|ful|ness)$/; + if (re.test(w)) { + var fp = re.exec(w); + stem = fp[1]; + suffix = fp[2]; + re = new RegExp(mgr0); + if (re.test(stem)) + w = stem + step3list[suffix]; + } + + // Step 4 + re = /^(.+?)(al|ance|ence|er|ic|able|ible|ant|ement|ment|ent|ou|ism|ate|iti|ous|ive|ize)$/; + re2 = /^(.+?)(s|t)(ion)$/; + if (re.test(w)) { + var fp = re.exec(w); + stem = fp[1]; + re = new RegExp(mgr1); + if (re.test(stem)) + w = stem; + } + else if (re2.test(w)) { + var fp = re2.exec(w); + stem = fp[1] + fp[2]; + re2 = new RegExp(mgr1); + if (re2.test(stem)) + w = stem; + } + + // Step 5 + re = /^(.+?)e$/; + if (re.test(w)) { + var fp = re.exec(w); + stem = fp[1]; + re = new RegExp(mgr1); + re2 = new RegExp(meq1); + re3 = new RegExp("^" + C + v + "[^aeiouwxy]$"); + if (re.test(stem) || (re2.test(stem) && !(re3.test(stem)))) + w = stem; + } + re = /ll$/; + re2 = new RegExp(mgr1); + if (re.test(w) && re2.test(w)) { + re = /.$/; + w = w.replace(re,""); + } + + // and turn initial Y back to y + if (firstch == "y") + w = firstch.toLowerCase() + w.substr(1); + return w; + } +} + diff --git a/_static/logo.png b/_static/logo.png new file mode 100644 index 0000000000000000000000000000000000000000..3ef38956f48efe3d73d637db4d910a28fa65e053 GIT binary patch literal 82594 zcmeEucT`j9w`kN+#!+#`3Q|WwP>_Toy;{&v6_g@MkuD|l-jq>B1<_EIIwC3}U3v+M zfRQGkAcQJSzz`&o2r=aCgMyjgy7#@i-rqNCfpX4Q_P2Zca{ZLvi7mhF`3;3aZNZ*A zW`II%Dnp^x5q{kOPb^qBAHqKy-A)?1Yz{A!s zK<|uofRnX?&0aNCL1jNhSir^B%SzDC#o5(U(NAUX^16!ff8;TGui)|!FDI3~8pwu% zCc38tkK#OR1r;PPhpaIeNkKUU2}v1S>x(i{c2d^jf>IbMX*5O>Eh&9SQc6+ku%e8N z;E&H<*wMqrPSN0)=8yg0FO|IxUS4jBXtb}duY|9(1kS@AEvcZOfW}CnrKAqQh(n(K zu3lDthg?1Pt*mg&*3;U<(ap;d=PHP-Xmt_i?WM98p#6Rf7q``AT|IxG3Xq2OvvNaA zN??#xuLBu(mz!17Pk$PUEI{)Wg=w3+HhL zhjU&b)~OYc1*K#pqy$BEt*jkgkwY9{n__#+%F9+|FG9CN80kY&QfDM(6s2VprKHY% zAEk@4akTUQZ$=%KTp0!IVq@iH^?w^@W36b1^Kh|(Gdj9h+1sMsTMCMgJ-w`4t!=T#RQAF#B^(`X6c5YD%gA1owK*hhD=&XY=AxARp^F$R 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false,\n nestedClass: \"active\",\n\n // Offset & reflow\n offset: 0,\n reflow: false,\n\n // Event support\n events: true,\n };\n\n //\n // Methods\n //\n\n /**\n * Merge two or more objects together.\n * @param {Object} objects The objects to merge together\n * @returns {Object} Merged values of defaults and options\n */\n var extend = function () {\n var merged = {};\n Array.prototype.forEach.call(arguments, function (obj) {\n for (var key in obj) {\n if (!obj.hasOwnProperty(key)) return;\n merged[key] = obj[key];\n }\n });\n return merged;\n };\n\n /**\n * Emit a custom event\n * @param {String} type The event type\n * @param {Node} elem The element to attach the event to\n * @param {Object} detail Any details to pass along with the event\n */\n var emitEvent = function (type, elem, detail) {\n // Make sure events are enabled\n if (!detail.settings.events) return;\n\n // Create a new event\n var event = new CustomEvent(type, {\n bubbles: true,\n cancelable: true,\n detail: detail,\n });\n\n // Dispatch the event\n elem.dispatchEvent(event);\n };\n\n /**\n * Get an element's distance from the top of the Document.\n * @param {Node} elem The element\n * @return {Number} Distance from the top in pixels\n */\n var getOffsetTop = function (elem) {\n var location = 0;\n if (elem.offsetParent) {\n while (elem) {\n location += elem.offsetTop;\n elem = elem.offsetParent;\n }\n }\n return location >= 0 ? location : 0;\n };\n\n /**\n * Sort content from first to last in the DOM\n * @param {Array} contents The content areas\n */\n var sortContents = function (contents) {\n if (contents) {\n contents.sort(function (item1, item2) {\n var offset1 = getOffsetTop(item1.content);\n var offset2 = getOffsetTop(item2.content);\n if (offset1 < offset2) return -1;\n return 1;\n });\n }\n };\n\n /**\n * Get the offset to use for calculating position\n * @param {Object} settings The settings for this instantiation\n * @return {Float} The number of pixels to offset the calculations\n */\n var getOffset = function (settings) {\n // if the offset is a function run it\n if (typeof settings.offset === \"function\") {\n return parseFloat(settings.offset());\n }\n\n // Otherwise, return it as-is\n return parseFloat(settings.offset);\n };\n\n /**\n * Get the document element's height\n * @private\n * @returns {Number}\n */\n var getDocumentHeight = function () {\n return Math.max(\n document.body.scrollHeight,\n document.documentElement.scrollHeight,\n document.body.offsetHeight,\n document.documentElement.offsetHeight,\n document.body.clientHeight,\n document.documentElement.clientHeight,\n );\n };\n\n /**\n * Determine if an element is in view\n * @param {Node} elem The element\n * @param {Object} settings The settings for this instantiation\n * @param {Boolean} bottom If true, check if element is above bottom of viewport instead\n * @return {Boolean} Returns true if element is in the viewport\n */\n var isInView = function (elem, settings, bottom) {\n var bounds = elem.getBoundingClientRect();\n var offset = getOffset(settings);\n if (bottom) {\n return (\n parseInt(bounds.bottom, 10) <\n (window.innerHeight || document.documentElement.clientHeight)\n );\n }\n return parseInt(bounds.top, 10) <= offset;\n };\n\n /**\n * Check if at the bottom of the viewport\n * @return {Boolean} If true, page is at the bottom of the viewport\n */\n var isAtBottom = function () {\n if (\n Math.ceil(window.innerHeight + window.pageYOffset) >=\n getDocumentHeight()\n )\n return true;\n return false;\n };\n\n /**\n * Check if the last item should be used (even if not at the top of the page)\n * @param {Object} item The last item\n * @param {Object} settings The settings for this instantiation\n * @return {Boolean} If true, use the last item\n */\n var useLastItem = function (item, settings) {\n if (isAtBottom() && isInView(item.content, settings, true)) return true;\n return false;\n };\n\n /**\n * Get the active content\n * @param {Array} contents The content areas\n * @param {Object} settings The settings for this instantiation\n * @return {Object} The content area and matching navigation link\n */\n var getActive = function (contents, settings) {\n var last = contents[contents.length - 1];\n if (useLastItem(last, settings)) return last;\n for (var i = contents.length - 1; i >= 0; i--) {\n if (isInView(contents[i].content, settings)) return contents[i];\n }\n };\n\n /**\n * Deactivate parent navs in a nested navigation\n * @param {Node} nav The starting navigation element\n * @param {Object} settings The settings for this instantiation\n */\n var deactivateNested = function (nav, settings) {\n // If nesting isn't activated, bail\n if (!settings.nested || !nav.parentNode) return;\n\n // Get the parent navigation\n var li = nav.parentNode.closest(\"li\");\n if (!li) return;\n\n // Remove the active class\n li.classList.remove(settings.nestedClass);\n\n // Apply recursively to any parent navigation elements\n deactivateNested(li, settings);\n };\n\n /**\n * Deactivate a nav and content area\n * @param {Object} items The nav item and content to deactivate\n * @param {Object} settings The settings for this instantiation\n */\n var deactivate = function (items, settings) {\n // Make sure there are items to deactivate\n if (!items) return;\n\n // Get the parent list item\n var li = items.nav.closest(\"li\");\n if (!li) return;\n\n // Remove the active class from the nav and content\n li.classList.remove(settings.navClass);\n items.content.classList.remove(settings.contentClass);\n\n // Deactivate any parent navs in a nested navigation\n deactivateNested(li, settings);\n\n // Emit a custom event\n emitEvent(\"gumshoeDeactivate\", li, {\n link: items.nav,\n content: items.content,\n settings: settings,\n });\n };\n\n /**\n * Activate parent navs in a nested navigation\n * @param {Node} nav The starting navigation element\n * @param {Object} settings The settings for this instantiation\n */\n var activateNested = function (nav, settings) {\n // If nesting isn't activated, bail\n if (!settings.nested) return;\n\n // Get the parent navigation\n var li = nav.parentNode.closest(\"li\");\n if (!li) return;\n\n // Add the active class\n li.classList.add(settings.nestedClass);\n\n // Apply recursively to any parent navigation elements\n activateNested(li, settings);\n };\n\n /**\n * Activate a nav and content area\n * @param {Object} items The nav item and content to activate\n * @param {Object} settings The settings for this instantiation\n */\n var activate = function (items, settings) {\n // Make sure there are items to activate\n if (!items) return;\n\n // Get the parent list item\n var li = items.nav.closest(\"li\");\n if (!li) return;\n\n // Add the active class to the nav and content\n li.classList.add(settings.navClass);\n items.content.classList.add(settings.contentClass);\n\n // Activate any parent navs in a nested navigation\n activateNested(li, settings);\n\n // Emit a custom event\n emitEvent(\"gumshoeActivate\", li, {\n link: items.nav,\n content: items.content,\n settings: settings,\n });\n };\n\n /**\n * Create the Constructor object\n * @param {String} selector The selector to use for navigation items\n * @param {Object} options User options and settings\n */\n var Constructor = function (selector, options) {\n //\n // Variables\n //\n\n var publicAPIs = {};\n var navItems, contents, current, timeout, settings;\n\n //\n // Methods\n //\n\n /**\n * Set variables from DOM elements\n */\n publicAPIs.setup = function () {\n // Get all nav items\n navItems = document.querySelectorAll(selector);\n\n // Create contents array\n contents = [];\n\n // Loop through each item, get it's matching content, and push to the array\n Array.prototype.forEach.call(navItems, function (item) {\n // Get the content for the nav item\n var content = document.getElementById(\n decodeURIComponent(item.hash.substr(1)),\n );\n if (!content) return;\n\n // Push to the contents array\n 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\ No newline at end of file diff --git a/_static/searchtools.js b/_static/searchtools.js new file mode 100644 index 00000000..b08d58c9 --- /dev/null +++ b/_static/searchtools.js @@ -0,0 +1,620 @@ +/* + * searchtools.js + * ~~~~~~~~~~~~~~~~ + * + * Sphinx JavaScript utilities for the full-text search. + * + * :copyright: Copyright 2007-2024 by the Sphinx team, see AUTHORS. + * :license: BSD, see LICENSE for details. + * + */ +"use strict"; + +/** + * Simple result scoring code. + */ +if (typeof Scorer === "undefined") { + var Scorer = { + // Implement the following function to further tweak the score for each result + // The function takes a result array [docname, title, anchor, descr, score, filename] + // and returns the new score. + /* + score: result => { + const [docname, title, anchor, descr, score, filename] = result + return score + }, + */ + + // query matches the full name of an object + objNameMatch: 11, + // or matches in the last dotted part of the object name + objPartialMatch: 6, + // Additive scores depending on the priority of the object + objPrio: { + 0: 15, // used to be importantResults + 1: 5, // used to be objectResults + 2: -5, // used to be unimportantResults + }, + // Used when the priority is not in the mapping. + objPrioDefault: 0, + + // query found in title + title: 15, + partialTitle: 7, + // query found in terms + term: 5, + partialTerm: 2, + }; +} + +const _removeChildren = (element) => { + while (element && element.lastChild) element.removeChild(element.lastChild); +}; + +/** + * See https://developer.mozilla.org/en-US/docs/Web/JavaScript/Guide/Regular_Expressions#escaping + */ +const _escapeRegExp = (string) => + string.replace(/[.*+\-?^${}()|[\]\\]/g, "\\$&"); // $& means the whole matched string + +const _displayItem = (item, searchTerms, highlightTerms) => { + const docBuilder = DOCUMENTATION_OPTIONS.BUILDER; + const docFileSuffix = DOCUMENTATION_OPTIONS.FILE_SUFFIX; + const docLinkSuffix = DOCUMENTATION_OPTIONS.LINK_SUFFIX; + const showSearchSummary = DOCUMENTATION_OPTIONS.SHOW_SEARCH_SUMMARY; + const contentRoot = document.documentElement.dataset.content_root; + + const [docName, title, anchor, descr, score, _filename] = item; + + let listItem = document.createElement("li"); + let requestUrl; + let linkUrl; + if (docBuilder === "dirhtml") { + // dirhtml builder + let dirname = docName + "/"; + if (dirname.match(/\/index\/$/)) + dirname = dirname.substring(0, dirname.length - 6); + else if (dirname === "index/") dirname = ""; + requestUrl = contentRoot + dirname; + linkUrl = requestUrl; + } else { + // normal html builders + requestUrl = contentRoot + docName + docFileSuffix; + linkUrl = docName + docLinkSuffix; + } + let linkEl = listItem.appendChild(document.createElement("a")); + linkEl.href = linkUrl + anchor; + linkEl.dataset.score = score; + linkEl.innerHTML = title; + if (descr) { + listItem.appendChild(document.createElement("span")).innerHTML = + " (" + descr + ")"; + // highlight search terms in the description + if (SPHINX_HIGHLIGHT_ENABLED) // set in sphinx_highlight.js + highlightTerms.forEach((term) => _highlightText(listItem, term, "highlighted")); + } + else if (showSearchSummary) + fetch(requestUrl) + .then((responseData) => responseData.text()) + .then((data) => { + if (data) + listItem.appendChild( + Search.makeSearchSummary(data, searchTerms, anchor) + ); + // highlight search terms in the summary + if (SPHINX_HIGHLIGHT_ENABLED) // set in sphinx_highlight.js + highlightTerms.forEach((term) => _highlightText(listItem, term, "highlighted")); + }); + Search.output.appendChild(listItem); +}; +const _finishSearch = (resultCount) => { + Search.stopPulse(); + Search.title.innerText = _("Search Results"); + if (!resultCount) + Search.status.innerText = Documentation.gettext( + "Your search did not match any documents. Please make sure that all words are spelled correctly and that you've selected enough categories." + ); + else + Search.status.innerText = _( + "Search finished, found ${resultCount} page(s) matching the search query." + ).replace('${resultCount}', resultCount); +}; +const _displayNextItem = ( + results, + resultCount, + searchTerms, + highlightTerms, +) => { + // results left, load the summary and display it + // this is intended to be dynamic (don't sub resultsCount) + if (results.length) { + _displayItem(results.pop(), searchTerms, highlightTerms); + setTimeout( + () => _displayNextItem(results, resultCount, searchTerms, highlightTerms), + 5 + ); + } + // search finished, update title and status message + else _finishSearch(resultCount); +}; +// Helper function used by query() to order search results. +// Each input is an array of [docname, title, anchor, descr, score, filename]. +// Order the results by score (in opposite order of appearance, since the +// `_displayNextItem` function uses pop() to retrieve items) and then alphabetically. +const _orderResultsByScoreThenName = (a, b) => { + const leftScore = a[4]; + const rightScore = b[4]; + if (leftScore === rightScore) { + // same score: sort alphabetically + const leftTitle = a[1].toLowerCase(); + const rightTitle = b[1].toLowerCase(); + if (leftTitle === rightTitle) return 0; + return leftTitle > rightTitle ? -1 : 1; // inverted is intentional + } + return leftScore > rightScore ? 1 : -1; +}; + +/** + * Default splitQuery function. Can be overridden in ``sphinx.search`` with a + * custom function per language. + * + * The regular expression works by splitting the string on consecutive characters + * that are not Unicode letters, numbers, underscores, or emoji characters. + * This is the same as ``\W+`` in Python, preserving the surrogate pair area. + */ +if (typeof splitQuery === "undefined") { + var splitQuery = (query) => query + .split(/[^\p{Letter}\p{Number}_\p{Emoji_Presentation}]+/gu) + .filter(term => term) // remove remaining empty strings +} + +/** + * Search Module + */ +const Search = { + _index: null, + _queued_query: null, + _pulse_status: -1, + + htmlToText: (htmlString, anchor) => { + const htmlElement = new DOMParser().parseFromString(htmlString, 'text/html'); + for (const removalQuery of [".headerlink", "script", "style"]) { + htmlElement.querySelectorAll(removalQuery).forEach((el) => { el.remove() }); + } + if (anchor) { + const anchorContent = htmlElement.querySelector(`[role="main"] ${anchor}`); + if (anchorContent) return anchorContent.textContent; + + console.warn( + `Anchored content block not found. Sphinx search tries to obtain it via DOM query '[role=main] ${anchor}'. Check your theme or template.` + ); + } + + // if anchor not specified or not found, fall back to main content + const docContent = htmlElement.querySelector('[role="main"]'); + if (docContent) return docContent.textContent; + + console.warn( + "Content block not found. Sphinx search tries to obtain it via DOM query '[role=main]'. Check your theme or template." + ); + return ""; + }, + + init: () => { + const query = new URLSearchParams(window.location.search).get("q"); + document + .querySelectorAll('input[name="q"]') + .forEach((el) => (el.value = query)); + if (query) Search.performSearch(query); + }, + + loadIndex: (url) => + (document.body.appendChild(document.createElement("script")).src = url), + + setIndex: (index) => { + Search._index = index; + if (Search._queued_query !== null) { + const query = Search._queued_query; + Search._queued_query = null; + Search.query(query); + } + }, + + hasIndex: () => Search._index !== null, + + deferQuery: (query) => (Search._queued_query = query), + + stopPulse: () => (Search._pulse_status = -1), + + startPulse: () => { + if (Search._pulse_status >= 0) return; + + const pulse = () => { + Search._pulse_status = (Search._pulse_status + 1) % 4; + Search.dots.innerText = ".".repeat(Search._pulse_status); + if (Search._pulse_status >= 0) window.setTimeout(pulse, 500); + }; + pulse(); + }, + + /** + * perform a search for something (or wait until index is loaded) + */ + performSearch: (query) => { + // create the required interface elements + const searchText = document.createElement("h2"); + searchText.textContent = _("Searching"); + const searchSummary = document.createElement("p"); + searchSummary.classList.add("search-summary"); + searchSummary.innerText = ""; + const searchList = document.createElement("ul"); + searchList.classList.add("search"); + + const out = document.getElementById("search-results"); + Search.title = out.appendChild(searchText); + Search.dots = Search.title.appendChild(document.createElement("span")); + Search.status = out.appendChild(searchSummary); + Search.output = out.appendChild(searchList); + + const searchProgress = document.getElementById("search-progress"); + // Some themes don't use the search progress node + if (searchProgress) { + searchProgress.innerText = _("Preparing search..."); + } + Search.startPulse(); + + // index already loaded, the browser was quick! + if (Search.hasIndex()) Search.query(query); + else Search.deferQuery(query); + }, + + _parseQuery: (query) => { + // stem the search terms and add them to the correct list + const stemmer = new Stemmer(); + const searchTerms = new Set(); + const excludedTerms = new Set(); + const highlightTerms = new Set(); + const objectTerms = new Set(splitQuery(query.toLowerCase().trim())); + splitQuery(query.trim()).forEach((queryTerm) => { + const queryTermLower = queryTerm.toLowerCase(); + + // maybe skip this "word" + // stopwords array is from language_data.js + if ( + stopwords.indexOf(queryTermLower) !== -1 || + queryTerm.match(/^\d+$/) + ) + return; + + // stem the word + let word = stemmer.stemWord(queryTermLower); + // select the correct list + if (word[0] === "-") excludedTerms.add(word.substr(1)); + else { + searchTerms.add(word); + highlightTerms.add(queryTermLower); + } + }); + + if (SPHINX_HIGHLIGHT_ENABLED) { // set in sphinx_highlight.js + localStorage.setItem("sphinx_highlight_terms", [...highlightTerms].join(" ")) + } + + // console.debug("SEARCH: searching for:"); + // console.info("required: ", [...searchTerms]); + // console.info("excluded: ", [...excludedTerms]); + + return [query, searchTerms, excludedTerms, highlightTerms, objectTerms]; + }, + + /** + * execute search (requires search index to be loaded) + */ + _performSearch: (query, searchTerms, excludedTerms, highlightTerms, objectTerms) => { + const filenames = Search._index.filenames; + const docNames = Search._index.docnames; + const titles = Search._index.titles; + const allTitles = Search._index.alltitles; + const indexEntries = Search._index.indexentries; + + // Collect multiple result groups to be sorted separately and then ordered. + // Each is an array of [docname, title, anchor, descr, score, filename]. + const normalResults = []; + const nonMainIndexResults = []; + + _removeChildren(document.getElementById("search-progress")); + + const queryLower = query.toLowerCase().trim(); + for (const [title, foundTitles] of Object.entries(allTitles)) { + if (title.toLowerCase().trim().includes(queryLower) && (queryLower.length >= title.length/2)) { + for (const [file, id] of foundTitles) { + const score = Math.round(Scorer.title * queryLower.length / title.length); + const boost = titles[file] === title ? 1 : 0; // add a boost for document titles + normalResults.push([ + docNames[file], + titles[file] !== title ? `${titles[file]} > ${title}` : title, + id !== null ? "#" + id : "", + null, + score + boost, + filenames[file], + ]); + } + } + } + + // search for explicit entries in index directives + for (const [entry, foundEntries] of Object.entries(indexEntries)) { + if (entry.includes(queryLower) && (queryLower.length >= entry.length/2)) { + for (const [file, id, isMain] of foundEntries) { + const score = Math.round(100 * queryLower.length / entry.length); + const result = [ + docNames[file], + titles[file], + id ? "#" + id : "", + null, + score, + filenames[file], + ]; + if (isMain) { + normalResults.push(result); + } else { + nonMainIndexResults.push(result); + } + } + } + } + + // lookup as object + objectTerms.forEach((term) => + normalResults.push(...Search.performObjectSearch(term, objectTerms)) + ); + + // lookup as search terms in fulltext + normalResults.push(...Search.performTermsSearch(searchTerms, excludedTerms)); + + // let the scorer override scores with a custom scoring function + if (Scorer.score) { + normalResults.forEach((item) => (item[4] = Scorer.score(item))); + nonMainIndexResults.forEach((item) => (item[4] = Scorer.score(item))); + } + + // Sort each group of results by score and then alphabetically by name. + normalResults.sort(_orderResultsByScoreThenName); + nonMainIndexResults.sort(_orderResultsByScoreThenName); + + // Combine the result groups in (reverse) order. + // Non-main index entries are typically arbitrary cross-references, + // so display them after other results. + let results = [...nonMainIndexResults, ...normalResults]; + + // remove duplicate search results + // note the reversing of results, so that in the case of duplicates, the highest-scoring entry is kept + let seen = new Set(); + results = results.reverse().reduce((acc, result) => { + let resultStr = result.slice(0, 4).concat([result[5]]).map(v => String(v)).join(','); + if (!seen.has(resultStr)) { + acc.push(result); + seen.add(resultStr); + } + return acc; + }, []); + + return results.reverse(); + }, + + query: (query) => { + const [searchQuery, searchTerms, excludedTerms, highlightTerms, objectTerms] = Search._parseQuery(query); + const results = Search._performSearch(searchQuery, searchTerms, excludedTerms, highlightTerms, objectTerms); + + // for debugging + //Search.lastresults = results.slice(); // a copy + // console.info("search results:", Search.lastresults); + + // print the results + _displayNextItem(results, results.length, searchTerms, highlightTerms); + }, + + /** + * search for object names + */ + performObjectSearch: (object, objectTerms) => { + const filenames = Search._index.filenames; + const docNames = Search._index.docnames; + const objects = Search._index.objects; + const objNames = Search._index.objnames; + const titles = Search._index.titles; + + const results = []; + + const objectSearchCallback = (prefix, match) => { + const name = match[4] + const fullname = (prefix ? prefix + "." : "") + name; + const fullnameLower = fullname.toLowerCase(); + if (fullnameLower.indexOf(object) < 0) return; + + let score = 0; + const parts = fullnameLower.split("."); + + // check for different match types: exact matches of full name or + // "last name" (i.e. last dotted part) + if (fullnameLower === object || parts.slice(-1)[0] === object) + score += Scorer.objNameMatch; + else if (parts.slice(-1)[0].indexOf(object) > -1) + score += Scorer.objPartialMatch; // matches in last name + + const objName = objNames[match[1]][2]; + const title = titles[match[0]]; + + // If more than one term searched for, we require other words to be + // found in the name/title/description + const otherTerms = new Set(objectTerms); + otherTerms.delete(object); + if (otherTerms.size > 0) { + const haystack = `${prefix} ${name} ${objName} ${title}`.toLowerCase(); + if ( + [...otherTerms].some((otherTerm) => haystack.indexOf(otherTerm) < 0) + ) + return; + } + + let anchor = match[3]; + if (anchor === "") anchor = fullname; + else if (anchor === "-") anchor = objNames[match[1]][1] + "-" + fullname; + + const descr = objName + _(", in ") + title; + + // add custom score for some objects according to scorer + if (Scorer.objPrio.hasOwnProperty(match[2])) + score += Scorer.objPrio[match[2]]; + else score += Scorer.objPrioDefault; + + results.push([ + docNames[match[0]], + fullname, + "#" + anchor, + descr, + score, + filenames[match[0]], + ]); + }; + Object.keys(objects).forEach((prefix) => + objects[prefix].forEach((array) => + objectSearchCallback(prefix, array) + ) + ); + return results; + }, + + /** + * search for full-text terms in the index + */ + performTermsSearch: (searchTerms, excludedTerms) => { + // prepare search + const terms = Search._index.terms; + const titleTerms = Search._index.titleterms; + const filenames = Search._index.filenames; + const docNames = Search._index.docnames; + const titles = Search._index.titles; + + const scoreMap = new Map(); + const fileMap = new Map(); + + // perform the search on the required terms + searchTerms.forEach((word) => { + const files = []; + const arr = [ + { files: terms[word], score: Scorer.term }, + { files: titleTerms[word], score: Scorer.title }, + ]; + // add support for partial matches + if (word.length > 2) { + const escapedWord = _escapeRegExp(word); + if (!terms.hasOwnProperty(word)) { + Object.keys(terms).forEach((term) => { + if (term.match(escapedWord)) + arr.push({ files: terms[term], score: Scorer.partialTerm }); + }); + } + if (!titleTerms.hasOwnProperty(word)) { + Object.keys(titleTerms).forEach((term) => { + if (term.match(escapedWord)) + arr.push({ files: titleTerms[term], score: Scorer.partialTitle }); + }); + } + } + + // no match but word was a required one + if (arr.every((record) => record.files === undefined)) return; + + // found search word in contents + arr.forEach((record) => { + if (record.files === undefined) return; + + let recordFiles = record.files; + if (recordFiles.length === undefined) recordFiles = [recordFiles]; + files.push(...recordFiles); + + // set score for the word in each file + recordFiles.forEach((file) => { + if (!scoreMap.has(file)) scoreMap.set(file, {}); + scoreMap.get(file)[word] = record.score; + }); + }); + + // create the mapping + files.forEach((file) => { + if (!fileMap.has(file)) fileMap.set(file, [word]); + else if (fileMap.get(file).indexOf(word) === -1) fileMap.get(file).push(word); + }); + }); + + // now check if the files don't contain excluded terms + const results = []; + for (const [file, wordList] of fileMap) { + // check if all requirements are matched + + // as search terms with length < 3 are discarded + const filteredTermCount = [...searchTerms].filter( + (term) => term.length > 2 + ).length; + if ( + wordList.length !== searchTerms.size && + wordList.length !== filteredTermCount + ) + continue; + + // ensure that none of the excluded terms is in the search result + if ( + [...excludedTerms].some( + (term) => + terms[term] === file || + titleTerms[term] === file || + (terms[term] || []).includes(file) || + (titleTerms[term] || []).includes(file) + ) + ) + break; + + // select one (max) score for the file. + const score = Math.max(...wordList.map((w) => scoreMap.get(file)[w])); + // add result to the result list + results.push([ + docNames[file], + titles[file], + "", + null, + score, + filenames[file], + ]); + } + return results; + }, + + /** + * helper function to return a node containing the + * search summary for a given text. keywords is a list + * of stemmed words. + */ + makeSearchSummary: (htmlText, keywords, anchor) => { + const text = Search.htmlToText(htmlText, anchor); + if (text === "") return null; + + const textLower = text.toLowerCase(); + const actualStartPosition = [...keywords] + .map((k) => textLower.indexOf(k.toLowerCase())) + .filter((i) => i > -1) + .slice(-1)[0]; + const startWithContext = Math.max(actualStartPosition - 120, 0); + + const top = startWithContext === 0 ? "" : "..."; + const tail = startWithContext + 240 < text.length ? "..." : ""; + + let summary = document.createElement("p"); + summary.classList.add("context"); + summary.textContent = top + text.substr(startWithContext, 240).trim() + tail; + + return summary; + }, +}; + +_ready(Search.init); diff --git a/_static/skeleton.css b/_static/skeleton.css new file mode 100644 index 00000000..467c878c --- /dev/null +++ b/_static/skeleton.css @@ -0,0 +1,296 @@ +/* Some sane resets. */ +html { + height: 100%; +} + +body { + margin: 0; + min-height: 100%; +} + +/* All the flexbox magic! */ +body, +.sb-announcement, +.sb-content, +.sb-main, +.sb-container, +.sb-container__inner, +.sb-article-container, +.sb-footer-content, +.sb-header, +.sb-header-secondary, +.sb-footer { + display: flex; +} + +/* These order things vertically */ +body, +.sb-main, +.sb-article-container { + flex-direction: column; +} + +/* Put elements in the center */ +.sb-header, +.sb-header-secondary, +.sb-container, +.sb-content, +.sb-footer, +.sb-footer-content { + justify-content: center; +} +/* Put elements at the ends */ +.sb-article-container { + justify-content: space-between; +} + +/* These elements grow. */ +.sb-main, +.sb-content, +.sb-container, +article { + flex-grow: 1; +} + +/* Because padding making this wider is not fun */ +article { + box-sizing: border-box; +} + +/* The announcements element should never be wider than the page. */ +.sb-announcement { + max-width: 100%; +} + +.sb-sidebar-primary, +.sb-sidebar-secondary { + flex-shrink: 0; + width: 17rem; +} + +.sb-announcement__inner { + justify-content: center; + + box-sizing: border-box; + height: 3rem; + + overflow-x: auto; + white-space: nowrap; +} + +/* Sidebars, with checkbox-based toggle */ +.sb-sidebar-primary, +.sb-sidebar-secondary { + position: fixed; + height: 100%; + top: 0; +} + +.sb-sidebar-primary { + left: -17rem; + transition: left 250ms ease-in-out; +} +.sb-sidebar-secondary { + right: -17rem; + transition: right 250ms ease-in-out; +} + +.sb-sidebar-toggle { + display: none; +} +.sb-sidebar-overlay { + position: fixed; + top: 0; + width: 0; + height: 0; + + transition: width 0ms ease 250ms, height 0ms ease 250ms, opacity 250ms ease; + + opacity: 0; + background-color: rgba(0, 0, 0, 0.54); +} + +#sb-sidebar-toggle--primary:checked + ~ .sb-sidebar-overlay[for="sb-sidebar-toggle--primary"], +#sb-sidebar-toggle--secondary:checked + ~ .sb-sidebar-overlay[for="sb-sidebar-toggle--secondary"] { + width: 100%; + height: 100%; + opacity: 1; + transition: width 0ms ease, height 0ms ease, opacity 250ms ease; +} + +#sb-sidebar-toggle--primary:checked ~ .sb-container .sb-sidebar-primary { + left: 0; +} +#sb-sidebar-toggle--secondary:checked ~ .sb-container .sb-sidebar-secondary { + right: 0; +} + +/* Full-width mode */ +.drop-secondary-sidebar-for-full-width-content + .hide-when-secondary-sidebar-shown { + display: none !important; +} +.drop-secondary-sidebar-for-full-width-content .sb-sidebar-secondary { + display: none !important; +} + +/* Mobile views */ +.sb-page-width { + width: 100%; +} + +.sb-article-container, +.sb-footer-content__inner, +.drop-secondary-sidebar-for-full-width-content .sb-article, +.drop-secondary-sidebar-for-full-width-content .match-content-width { + width: 100vw; +} + +.sb-article, +.match-content-width { + padding: 0 1rem; + box-sizing: border-box; +} + +@media (min-width: 32rem) { + .sb-article, + .match-content-width { + padding: 0 2rem; + } +} + +/* Tablet views */ +@media (min-width: 42rem) { + .sb-article-container { + width: auto; + } + .sb-footer-content__inner, + .drop-secondary-sidebar-for-full-width-content .sb-article, + .drop-secondary-sidebar-for-full-width-content .match-content-width { + width: 42rem; + } + .sb-article, + .match-content-width { + width: 42rem; + } +} +@media (min-width: 46rem) { + .sb-footer-content__inner, + .drop-secondary-sidebar-for-full-width-content .sb-article, + .drop-secondary-sidebar-for-full-width-content .match-content-width { + width: 46rem; + } + .sb-article, + .match-content-width { + width: 46rem; + } +} +@media (min-width: 50rem) { + .sb-footer-content__inner, + .drop-secondary-sidebar-for-full-width-content .sb-article, + .drop-secondary-sidebar-for-full-width-content .match-content-width { + width: 50rem; + } + .sb-article, + .match-content-width { + width: 50rem; + } +} + +/* Tablet views */ +@media (min-width: 59rem) { + .sb-sidebar-secondary { + position: static; + } + .hide-when-secondary-sidebar-shown { + display: none !important; + } + .sb-footer-content__inner, + .drop-secondary-sidebar-for-full-width-content .sb-article, + .drop-secondary-sidebar-for-full-width-content .match-content-width { + width: 59rem; + } + .sb-article, + .match-content-width { + width: 42rem; + } +} +@media (min-width: 63rem) { + .sb-footer-content__inner, + .drop-secondary-sidebar-for-full-width-content .sb-article, + .drop-secondary-sidebar-for-full-width-content .match-content-width { + width: 63rem; + } + .sb-article, + .match-content-width { + width: 46rem; + } +} +@media (min-width: 67rem) { + .sb-footer-content__inner, + .drop-secondary-sidebar-for-full-width-content .sb-article, + .drop-secondary-sidebar-for-full-width-content .match-content-width { + width: 67rem; + } + .sb-article, + .match-content-width { + width: 50rem; + } +} + +/* Desktop views */ +@media (min-width: 76rem) { + .sb-sidebar-primary { + position: static; + } + .hide-when-primary-sidebar-shown { + display: none !important; + } + .sb-footer-content__inner, + .drop-secondary-sidebar-for-full-width-content .sb-article, + .drop-secondary-sidebar-for-full-width-content .match-content-width { + width: 59rem; + } + .sb-article, + .match-content-width { + width: 42rem; + } +} + +/* Full desktop views */ +@media (min-width: 80rem) { + .sb-article, + .match-content-width { + width: 46rem; + } + .sb-footer-content__inner, + .drop-secondary-sidebar-for-full-width-content .sb-article, + .drop-secondary-sidebar-for-full-width-content .match-content-width { + width: 63rem; + } +} + +@media (min-width: 84rem) { + .sb-article, + .match-content-width { + width: 50rem; + } + .sb-footer-content__inner, + .drop-secondary-sidebar-for-full-width-content .sb-article, + .drop-secondary-sidebar-for-full-width-content .match-content-width { + width: 67rem; + } +} + +@media (min-width: 88rem) { + .sb-footer-content__inner, + .drop-secondary-sidebar-for-full-width-content .sb-article, + .drop-secondary-sidebar-for-full-width-content .match-content-width { + width: 67rem; + } + .sb-page-width { + width: 88rem; + } +} diff --git a/_static/sphinx_highlight.js b/_static/sphinx_highlight.js new file mode 100644 index 00000000..8a96c69a --- /dev/null +++ b/_static/sphinx_highlight.js @@ -0,0 +1,154 @@ +/* Highlighting utilities for Sphinx HTML documentation. */ +"use strict"; + +const SPHINX_HIGHLIGHT_ENABLED = true + +/** + * highlight a given string on a node by wrapping it in + * span elements with the given class name. + */ +const _highlight = (node, addItems, text, className) => { + if (node.nodeType === Node.TEXT_NODE) { + const val = node.nodeValue; + const parent = node.parentNode; + const pos = val.toLowerCase().indexOf(text); + if ( + pos >= 0 && + !parent.classList.contains(className) && + !parent.classList.contains("nohighlight") + ) { + let span; + + const closestNode = parent.closest("body, svg, foreignObject"); + const isInSVG = closestNode && closestNode.matches("svg"); + if (isInSVG) { + span = document.createElementNS("http://www.w3.org/2000/svg", "tspan"); + } else { + span = document.createElement("span"); + span.classList.add(className); + } + + span.appendChild(document.createTextNode(val.substr(pos, text.length))); + const rest = document.createTextNode(val.substr(pos + text.length)); + parent.insertBefore( + span, + parent.insertBefore( + rest, + node.nextSibling + ) + ); + node.nodeValue = val.substr(0, pos); + /* There may be more occurrences of search term in this node. So call this + * function recursively on the remaining fragment. + */ + _highlight(rest, addItems, text, className); + + if (isInSVG) { + const rect = document.createElementNS( + "http://www.w3.org/2000/svg", + "rect" + ); + const bbox = parent.getBBox(); + rect.x.baseVal.value = bbox.x; + rect.y.baseVal.value = bbox.y; + rect.width.baseVal.value = bbox.width; + rect.height.baseVal.value = bbox.height; + rect.setAttribute("class", className); + addItems.push({ parent: parent, target: rect }); + } + } + } else if (node.matches && !node.matches("button, select, textarea")) { + node.childNodes.forEach((el) => _highlight(el, addItems, text, className)); + } +}; +const _highlightText = (thisNode, text, className) => { + let addItems = []; + _highlight(thisNode, addItems, text, className); + addItems.forEach((obj) => + obj.parent.insertAdjacentElement("beforebegin", obj.target) + ); +}; + +/** + * Small JavaScript module for the documentation. + */ +const SphinxHighlight = { + + /** + * highlight the search words provided in localstorage in the text + */ + highlightSearchWords: () => { + if (!SPHINX_HIGHLIGHT_ENABLED) return; // bail if no highlight + + // get and clear terms from localstorage + const url = new URL(window.location); + const highlight = + localStorage.getItem("sphinx_highlight_terms") + || url.searchParams.get("highlight") + || ""; + localStorage.removeItem("sphinx_highlight_terms") + url.searchParams.delete("highlight"); + window.history.replaceState({}, "", url); + + // get individual terms from highlight string + const terms = highlight.toLowerCase().split(/\s+/).filter(x => x); + if (terms.length === 0) return; // nothing to do + + // There should never be more than one element matching "div.body" + const divBody = document.querySelectorAll("div.body"); + const body = divBody.length ? divBody[0] : document.querySelector("body"); + window.setTimeout(() => { + terms.forEach((term) => _highlightText(body, term, "highlighted")); + }, 10); + + const searchBox = document.getElementById("searchbox"); + if (searchBox === null) return; + searchBox.appendChild( + document + .createRange() + .createContextualFragment( + '

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