.. This file is part of Sympathy for Data. .. Copyright (c) 2020 Combine Control Systems AB .. .. Sympathy for Data is free software: you can redistribute it and/or modify .. it under the terms of the GNU General Public License as published by .. the Free Software Foundation, version 3 of the License. .. .. Sympathy for Data is distributed in the hope that it will be useful, .. but WITHOUT ANY WARRANTY; without even the implied warranty of .. MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the .. GNU General Public License for more details. .. .. You should have received a copy of the GNU General Public License .. along with Sympathy for Data. If not, see . Appendix ======== .. _appendix_encoding_text: Encoding text ------------- Some Sympathy nodes allows you to choose an encoding, especially ones that write or read from files or communicate over a network. This section is a short introduction about encodings to help you choose. Character encoding determines the translation between text characters and bytes, for example, stored in a file. Each encoding uses a different translation scheme and can support different languages. - Encode: text characters -> bytes - Decode: bytes -> text characters To recreate the original text, choose the same encoding for decode as was used to encode the data. See https://en.wikipedia.org/wiki/Character_encoding for more information. Notable Encodings ^^^^^^^^^^^^^^^^^ Here are some encodings that we offer as choices in Sympathy. Recommended encoding: - `UTF-8 `_, supports essentially all written languages. Widely used on the web and **strongly recommended** when you have the freedom to choose. Capable of encoding all valid unicode characters. Other encodings: These are not recommended but could be needed when working with existing files and applications. **Use only when required!** - `UTF-16 `_, supports essentially all written languages. There are variations depending on `byte order (endianness) `_ UTF-16-LE, UTF-16-BE, and UTF-16 which uses `byte order mark (BOM) `_ to determine to use LE or BE. UTF-16 is used internally by Microsoft Windows but is now generally superceeded by UTF-8. Capable of encoding all valid unicode characters. - `US-ASCII `_, supports American English. - `ISO 8859-1 (Latin-1) `_, supports Western European Languages, superset of US-ASCII. - `ISO 8859-15 (Latin-9) `_, supports Western European Languages, similar to ISO 8859-1 but replaces some less common symbols, introducing the euro sign. - `Windows code page `_ encodings, are sometimes used by older applications and file formats, especially ones for Windows. Can be identified with a `code page identifiers `_. Superseded by unicode and UTF-8, etc. but can still be found in files today. - `Windows-1252 `_, example of a Windows code page which supports Western European Languages. Superset of ISO 8859-1 in terms of printable characters. Used in the legacy components of Microsoft Windows for English and many European languages. For other encodings (if you type the name by hand), use the `Codec` names from https://docs.python.org/3/library/codecs.html#standard-encodings. Choosing an encoding ^^^^^^^^^^^^^^^^^^^^ If you are responsible for both encoding and decoding, you should probably just use utf8 as character encoding at both ends. If you receive data files you need to use the same as was used to encode them. If you don't know what encoding was used, you can try the ones listed above in order to try to identify the correct one. If you produce data files you need to communicate the character encoding to the consumers of those data files. There are also applications and libraries that use heuristics to try to automatically identify character encodings, but these are prone to failure in many cases and are not generally recommended. Mismatched encodings ^^^^^^^^^^^^^^^^^^^^ Decoding using an different character encoding than the one used for encoding may result in garbled text, making some characters appears as unrelated ones. Example with the Swedish word "Björnbärssnår" (Blackberry thicket): ======== ========== ================= Encode Decode Result ======== ========== ================= UTF-8 UTF-8 Björnbärssnår UTF-8 ISO-8859-1 BjörnbärssnÃ¥r UTF-8 ISO-8859-2 BjĂśrnbärssnĂĽr UTF-8 UTF-16-LE 橂뛃湲썢犤獳썮犥 UTF-8 UTF-16-BE 䉪쎶牮拃ꑲ獳滃ꕲ ======== ========== ================= As seen, unmatched encodings can result in anything from misrepresented special characters to a result that is compeletely off. The result can also be correct for some words in a larger text and incorrect for others. Both encode and decode can also fail completely if there is no possible translation, depending on the combination of characters (encode) or bytes (decode). See https://en.wikipedia.org/wiki/Mojibake for more information. Encodings in Python ^^^^^^^^^^^^^^^^^^^ Encodings in Python is performed using 2 different methods: str.encode and bytes.decode. Names for available encodings can be found in the documentation for the `codecs `_ module. Encode using an unsupported encoding results in an UnicodeEncodeError. .. code-block:: python >>> 'Björnbärssnår'.encode('ascii') Traceback (most recent call last): ... UnicodeEncodeError: 'ascii' codec can't encode character '\xf6' in position 2: ordinal not in range(128) Decode using an unsupported encoding results in UnicodeDecodeError. .. code-block:: python >>> encoded = 'Björnbärssnår'.encode('iso-8859-1') >>> encoded b'Bj\xf6rnb\xe4rssn\xe5r' >>> encoded.decode('iso-8859-1') 'Björnbärssnår' >>> encoded.decode('utf-8') Traceback (most recent call last): ... UnicodeDecodeError: 'utf-8' codec can't decode byte 0xf6 in position 2: invalid start byte Often, the right way to deal with these exceptions is simply to choose the intended encoding. When the exact encoding is unknown or if the data is somehow corrupt, Python offers the `errors` parameter for `encode` and `decode` - which can substitute or ignore unsupported symbols. .. code-block:: python >>> encoded = 'Björnbärssnår'.encode('iso-8859-1') >>> encoded b'Bj\xf6rnb\xe4rssn\xe5r' >>> encoded.decode('iso-8859-1') 'Björnbärssnår' >>> encoded.decode('utf-8', errors='replace') 'Bj�rnb�rssn�r' Here, `errors='replace'` substitutes � in place of unhandled characters instead of raising a UnicodeDecodeError. For more options, see https://docs.python.org/3/howto/unicode.html. .. _appendix_typed_text: Input typed values as text -------------------------- Some nodes will allow you to input text to use to produce a typed value - which could depend, for example, on the type of columns used in the operation. The text needs to use a format that is understood by the functions for reading the type used. If the type is text, any input will do, but for other types see the following examples: :bool: True, False, true, false, 1, 0 :integer: 0, 1, 2, ... :float: 0, 0.0, 1, 1.1, ... :text: Anything goes here! :datetime: 1970-01-01T00:00:00.000000, 1970-01-01 00:00:00.000000, 1970-01-01 00:00:00.00, 1970-01-01 :timedelta: 1 days, 2 d, 44.333 seconds, 2 days 2 h 44 seconds, :complex: 1.1 + 2j .. _appendix_cli: All command line options ------------------------ Top-level ^^^^^^^^^ ``python -m sympathy --help`` .. code-block:: bash usage: sympathy [-h] {gui,cli,viewer,install,uninstall,tests,clear,launch} ... Sympathy for Data optional arguments: -h, --help show this help message and exit --version show Sympathy for Data version and exit Commands: {gui,cli,viewer,install,uninstall,tests,clear,launch} Command gui run Sympathy in GUI mode cli run Sympathy in CLI mode viewer run the viewer for sydata files. install install Sympathy (start menu, file associations, documentation) uninstall uninstall Sympathy (start menu, file associations) tests run the test suite clear cleanup temporary files launch internal use only Gui and Cli ^^^^^^^^^^^ The options for the gui and cli commands are similar. ``python -m sympathy gui --help`` .. code-block:: bash usage: __main__.py gui [-h] [--exit-after-exception {0,1}] [-L LOGGER [LEVEL ...]] [--num-worker-processes NUM_WORKER_PROCESSES] [-I INIFILE] [--nocapture] [filename] positional arguments: filename file containing workflow. optional arguments: -h, --help show this help message and exit --exit-after-exception {0,1} exit after uncaught exception occurs in a signal handler -L LOGGER [LEVEL ...], --loglevel LOGGER [LEVEL ...] A logger configuration with a logger name and a level (e.g. -L app.stats warning). This argument can be repeated. --num-worker-processes NUM_WORKER_PROCESSES number of python worker processes (0) use system number of CPUs -I INIFILE, --inifile INIFILE settings ini-file to use instead of the default --environment-credentials PREFIX read credential secrets from environment variables starting with PREFIX that are encoded as json lists, with json dictionary values e.g, PREFIX["secret","foo"]={"secret":"bar"}. --nocapture disable capturing of node output and send it directly to stdout/stderr. .. code-block:: bash usage: launch.py gui [-h] [--exit-after-exception {0,1}] [-v] [-L {0,1,2,3,4,5}] [-N {0,1,2,3,4,5}] [--num-worker-processes NUM_WORKER_PROCESSES] [-C CONFIGFILE [CONFIGFILE ...]] [-I INIFILE] [--nocapture] [filename] positional arguments: filename file containing workflow. optional arguments: -h, --help show this help message and exit --exit-after-exception {0,1}, --exit_after_exception {0,1} exit after uncaught exception occurs in a signal handler -L {0,1,2,3,4,5}, --loglevel {0,1,2,3,4,5} (0) disable logging, (5) enable all logging -N {0,1,2,3,4,5}, --node-loglevel {0,1,2,3,4,5}, --node_loglevel {0,1,2,3,4,5} (0) disable logging, (5) enable all logging --num-worker-processes NUM_WORKER_PROCESSES, --num_worker_processes NUM_WORKER_PROCESSES number of python worker processes (0) use system number of CPUs -C CONFIGFILE [CONFIGFILE ...], --configfile CONFIGFILE [CONFIGFILE ...] workflow configuration file, used to change parameters and an optional outfile for the modified workflow -I INIFILE, --inifile INIFILE settings ini-file to use instead of the default --environment-credentials PREFIX read credential secrets from environment variables starting with PREFIX that are encoded as json lists, with json dictionary values e.g, PREFIX["secret","foo"]={"secret":"bar"}. --nocapture disable capturing of node output and send it directly to stdout/stderr. Viewer ^^^^^^ ``python -m sympathy viewer --help`` .. code-block:: bash usage: sympathy viewer [-h] [filename] positional arguments: filename sydata file optional arguments: -h, --help show this help message and exit Install ^^^^^^^ ``python -m sympathy install --help`` .. code-block:: bash usage: sympathy install [-h] [--generate-all] [--compile] [--compile-all] [--register] [--set-preference OPT-NAME OPT-VALUE] [--all] optional arguments: -h, --help show this help message and exit --generate-all generate parser files --compile compile sympathy --compile-all compile all site-package files --register register desktop application and create shortcuts --set-preference OPT-NAME OPT-VALUE set value of setting --all perform full installation, includes all options if enabled or by default if no other options are provided Uninstall ^^^^^^^^^ ``python -m sympathy uninstall --help`` .. code-block:: bash usage: sympathy uninstall [-h] optional arguments: -h, --help show this help message and exit Clear ^^^^^ ``python -m sympathy clear --help`` .. code-block:: bash usage: sympathy clear [-h] [--caches] [--sessions] optional arguments: -h, --help show this help message and exit --caches Clear caches for Sympathy. --sessions Clear sessions for Sympathy.