From 186cf207966fb9c60d3896448726d4f370523b14 Mon Sep 17 00:00:00 2001
From: Mikael Koli <koli.mikael@gmail.com>
Date: Wed, 24 Nov 2021 23:05:18 +0200
Subject: [PATCH] docs: continued with tutorials and add new classes

---
 docs/condition_syntax/dependence.rst     |   8 +-
 docs/condition_syntax/execution.rst      |   8 +-
 docs/condition_syntax/fixed_interval.rst |   6 +-
 docs/condition_syntax/index.rst          |  40 ++--
 docs/condition_syntax/task_status.rst    |  10 +-
 docs/condition_syntax/timedelta.rst      |   4 +-
 docs/contributing.rst                    |   8 +
 docs/examples/session/example.py         |  21 +-
 docs/how_it_works.rst                    |  44 ++++
 docs/index.rst                           |  36 ++--
 docs/reference/arguments.rst             |   3 +-
 docs/reference/baseclasses.rst           |   7 +
 docs/reference/conditions.rst            |   3 +
 docs/reference/index.rst                 |   4 +-
 docs/scheduling.png                      | Bin 0 -> 34106 bytes
 docs/task_execution.png                  | Bin 0 -> 71814 bytes
 docs/tutorial/advanced_guide.rst         | 247 ++++++++++++++++++-----
 docs/tutorial/extending_guide.rst        |  57 +++++-
 docs/tutorial/index.rst                  |   4 +
 docs/tutorial/logging_guide.rst          | 179 ++++++++++++++++
 docs/tutorial/pipeline_guide.rst         |   2 +-
 docs/tutorial/quick_start.rst            |  10 +-
 docs/tutorial/scheduling_guide.rst       | 200 ++++++++++++++++++
 docs/tutorial/short_guide.rst            |  38 +++-
 docs/user_guide/conditions.rst           |   8 +-
 docs/user_guide/extensions.rst           |  60 ------
 docs/user_guide/index.rst                |   9 +-
 docs/user_guide/logging.rst              |  20 +-
 docs/user_guide/parameters.rst           |   4 +-
 docs/user_guide/scheduling.rst           | 189 -----------------
 docs/user_guide/session.rst              |  58 ++++++
 docs/user_guide/session_config.rst       |  35 ----
 docs/user_guide/tasks.rst                |  42 +++-
 docs/versions.rst                        |  17 ++
 34 files changed, 953 insertions(+), 428 deletions(-)
 create mode 100644 docs/contributing.rst
 create mode 100644 docs/how_it_works.rst
 create mode 100644 docs/scheduling.png
 create mode 100644 docs/task_execution.png
 create mode 100644 docs/tutorial/logging_guide.rst
 create mode 100644 docs/tutorial/scheduling_guide.rst
 delete mode 100644 docs/user_guide/extensions.rst
 delete mode 100644 docs/user_guide/scheduling.rst
 create mode 100644 docs/user_guide/session.rst
 delete mode 100644 docs/user_guide/session_config.rst
 create mode 100644 docs/versions.rst

diff --git a/docs/condition_syntax/dependence.rst b/docs/condition_syntax/dependence.rst
index a50a1c27..671a1d17 100644
--- a/docs/condition_syntax/dependence.rst
+++ b/docs/condition_syntax/dependence.rst
@@ -4,8 +4,12 @@
 Task Dependence
 ---------------
 
-- ``after task '<task>'``
-- ``after task '<task>' [succeeded | failed | finished | terminated]``
+**Syntax**
+
+.. code-block:: none
+
+   after task '<task>'
+   after task '<task>' [succeeded | failed | finished | terminated]
 
 **True when**
 
diff --git a/docs/condition_syntax/execution.rst b/docs/condition_syntax/execution.rst
index 624838bf..1cec2a7f 100644
--- a/docs/condition_syntax/execution.rst
+++ b/docs/condition_syntax/execution.rst
@@ -6,9 +6,11 @@ Execution on fixed time interval
 
 **Syntax**
 
-- ``[hourly | daily | weekly | monthly]``
-- ``[hourly | daily | weekly | monthly] between <start> and <end>``
-- ``[hourly | daily | weekly | monthly] [before | after | starting] <time>``
+.. code-block:: none
+
+   [hourly | daily | weekly | monthly]
+   [hourly | daily | weekly | monthly] between <start> and <end>
+   [hourly | daily | weekly | monthly] [before | after | starting] <time>
 
 **True when**
 
diff --git a/docs/condition_syntax/fixed_interval.rst b/docs/condition_syntax/fixed_interval.rst
index df97543c..93f9407f 100644
--- a/docs/condition_syntax/fixed_interval.rst
+++ b/docs/condition_syntax/fixed_interval.rst
@@ -6,8 +6,10 @@ Fixed time interval
 
 **Syntax**
 
-- ``time of [hour | day | week | month] between <start> and <end>``
-- ``time of [hour | day | week | month] [after | before] <time>``
+.. code-block:: none
+
+   time of [hour | day | week | month] between <start> and <end>
+   time of [hour | day | week | month] [after | before] <time>
 
 **True when**
 
diff --git a/docs/condition_syntax/index.rst b/docs/condition_syntax/index.rst
index 8805157f..b597dbfe 100644
--- a/docs/condition_syntax/index.rst
+++ b/docs/condition_syntax/index.rst
@@ -4,26 +4,9 @@
 Condition Syntax
 ================
 
-This section lists the condition syntax that are 
+This section lists the pre-built condition syntax that are 
 allowed to be passed as strings to ``start_cond``
-of a task.
-
-Explanations of the syntax notation:
-
-- ``<start>``, ``<end>`` and ``<time>``
-    
-    - if "hour", use format mm:ss, ie. ``30:00`` (half past)
-    - if "day", use 24 hour clock, ie. ``14:00`` (2 PM)
-    - if "week", supply weekdays as full names or abbreviations, ie. ``Monday`` or ``Mon``
-    - if "month", supply a day of month, ie. ``13th`` (13th of month)
-
-- ``<timedelta>``
-
-    - Supply timedelta as sting, ie. ``1 days, 30 min``. See  `pandas.Timedelta <https://pandas.pydata.org/docs/reference/api/pandas.Timedelta.html>`_.
-
-- ``<task>``
-
-    - Supply a name of a task. The task can be created later but should be created before inspecting the status of the condition.
+or ``end_cond`` of a task.
 
 .. note::
 
@@ -40,4 +23,21 @@ Explanations of the syntax notation:
    fixed_interval
    timedelta
    task_status
-   dependence
\ No newline at end of file
+   dependence
+
+Explanations of the syntax notation:
+
+- ``<start>``, ``<end>`` and ``<time>``
+    
+    - if "hour", use format mm:ss, ie. ``30:00`` (half past)
+    - if "day", use 24 hour clock, ie. ``14:00`` (2 PM)
+    - if "week", supply weekdays as full names or abbreviations, ie. ``Monday`` or ``Mon``
+    - if "month", supply a day of month, ie. ``13th`` (13th of month)
+
+- ``<timedelta>``
+
+    - Supply timedelta as sting, ie. ``1 days, 30 min``. See  `pandas.Timedelta <https://pandas.pydata.org/docs/reference/api/pandas.Timedelta.html>`_.
+
+- ``<task>``
+
+    - Supply a name of a task. The task can be created later but should be created before inspecting the status of the condition.
\ No newline at end of file
diff --git a/docs/condition_syntax/task_status.rst b/docs/condition_syntax/task_status.rst
index e8f0f19c..b27a411d 100644
--- a/docs/condition_syntax/task_status.rst
+++ b/docs/condition_syntax/task_status.rst
@@ -4,9 +4,13 @@
 Task Status
 -----------
 
-- ``has [succeeded | failed | finished | started | terminated] [this hour | today | this week | this month] between <start> and <end>``
-- ``has [succeeded | failed | finished | started | terminated] [this hour | today | this week | this month] [before | after] <time>``
-- ``has [succeeded | failed | finished | started | terminated] past <timedelta>``
+**Syntax**
+
+.. code-block:: none
+
+   has [succeeded | failed | finished | started | terminated] [this hour | today | this week | this month] between <start> and <end>
+   has [succeeded | failed | finished | started | terminated] [this hour | today | this week | this month] [before | after] <time>
+   has [succeeded | failed | finished | started | terminated] past <timedelta>
 
 **True when**
   
diff --git a/docs/condition_syntax/timedelta.rst b/docs/condition_syntax/timedelta.rst
index 3055c2a6..9ab0aac7 100644
--- a/docs/condition_syntax/timedelta.rst
+++ b/docs/condition_syntax/timedelta.rst
@@ -6,7 +6,9 @@ Timedelta
 
 **Syntax**
 
-- ``every <timedelta>``
+.. code-block:: none
+
+    every <timedelta>
 
 **True when**
 
diff --git a/docs/contributing.rst b/docs/contributing.rst
new file mode 100644
index 00000000..e4b99e4b
--- /dev/null
+++ b/docs/contributing.rst
@@ -0,0 +1,8 @@
+
+Contributing
+============
+
+All help is welcome. If you found a bug or have ideas or suggestions,
+please create an issue in `Red Engine Github page <https://github.com/Miksus/red-engine>`_.
+Also pull requests are welcome.
+
diff --git a/docs/examples/session/example.py b/docs/examples/session/example.py
index cb582388..6b6befab 100644
--- a/docs/examples/session/example.py
+++ b/docs/examples/session/example.py
@@ -4,9 +4,6 @@
 from redengine import Session
 from redengine.tasks import FuncTask
 
-# Session
-# -------
-
 session = Session(
     scheme=["log_memory"] # Logging to memory
 )
@@ -14,23 +11,21 @@
 # Tasks
 # -----
 
-@FuncTask(start_cond="minutely")
+@FuncTask(start_cond="daily")
 def my_task_1():
-    # Runs once a minute
+    # Runs once a day
     ...
 
-@FuncTask(start_cond="daily")
+@FuncTask(start_cond="every 10 min 20 sec")
 def my_task_2():
-    # Runs once a day
+    # Runs once every 10 minutes and 20 seconds
     ...
 
-@FuncTask(start_cond="after task 'my_task_2'")
+@FuncTask(start_cond="after task 'my_task_1' & after task 'my_task_2'")
 def my_task_3():
-    # Runs after "my_task_2" succeeded
+    # Runs after "my_task_1" and "my_task_2" succeeded
     ...
 
-
-# Starting up
-# -----------
 if __name__ == "__main__":
-    session.start()
\ No newline at end of file
+    session.start()
+    # Blocked till interupted
\ No newline at end of file
diff --git a/docs/how_it_works.rst b/docs/how_it_works.rst
new file mode 100644
index 00000000..6506470e
--- /dev/null
+++ b/docs/how_it_works.rst
@@ -0,0 +1,44 @@
+
+
+How it works?
+=============
+
+There are three core components in Red Engine's ecosystem:
+
+- **Session**: handles the configuration and act as an interface
+- **Scheduler**: handles the flow of the system
+- **Task**: handles how to execute a task
+
+
+Flow of the system
+------------------
+
+.. figure:: scheduling.png
+   :figwidth: 1000
+   :alt: system flow
+
+
+Task execution
+--------------
+
+.. figure:: task_execution.png
+   :figwidth: 1000
+   :alt: task execution
+
+Additional components
+---------------------
+
+There are also some components that don't define the 
+flow of the system but are still important for the 
+system to function or essential for many of the 
+features:
+
+- **Condition**: A statement that is true or false but the
+  outcome may be dependent on time.
+- **Parameters**: A container (dict) for key-value pairs 
+  passed to tasks.
+- **Argument**: A value of a key-value pair in Parameters.
+  Useful for providing dynamics to the parametrization.
+- **TimePeriod**: An abstraction of time elements to define
+  time intervals and periods such as *today*, *specific time of day*,
+  *week* etc.
\ No newline at end of file
diff --git a/docs/index.rst b/docs/index.rst
index 1f830eb5..9e36f80b 100644
--- a/docs/index.rst
+++ b/docs/index.rst
@@ -10,10 +10,10 @@
 
 Too lazy to read? :ref:`Get started then. <getting-started>`
 
-Red Engine is an open source Python scheduling library made for 
-humans. It is suitable for scrapers, data processes,
-process automatization or IOT applications. It also
-has minimal dependencies and is pure Python.
+Red Engine is an open source advanced scheduling library made for 
+Python. It is suitable for automating processes, scheduling web scrapers,
+and building IOT applications. It also has minimal amount of dependencies 
+and is pure Python.
 
 Visit the `source code from Github <https://github.com/Miksus/red-engine>`_
 or `releases in Pypi page <https://pypi.org/project/redengine/>`_. 
@@ -22,27 +22,28 @@ or `releases in Pypi page <https://pypi.org/project/redengine/>`_.
 Why :red:`Red` Engine?
 ----------------------
 
-Red Engine's focus is on productivity: minimizing the 
-boiler plate, maximizing readability extendability. 
-Creating and scheduling tasks are very easy to do.
+Red Engine's focus is on readability, productivity and extendability.
+The philosophy behind the library is that simple things should be simple 
+and easy and complex things should be done by combining simple things. 
+The ultimate focus is in you: the library aims to make your life easier.
 
 :red:`Red` Engine is useful for small to moderate size
 projects. It is, however, not meant to handle thousands 
 of tasks or execute tasks with the percision required 
-by, for example, modern game engines.
+by, for example, game engines.
 
 Core Features
 -------------
 
 - **Easy setup:** Use a premade setup and focus on building your project.
-- **Condition parsing:** Scheduling tasks can be done with human readable statements.
-- **Parametrization:** Tasks consume session specific or task specific parameters depending on what they need.
-- **Extendability:** Almost everything is made for customization. Even the tasks can modify the scheduler.
+- **Condition syntax:** Scheduling tasks can be done with human readable statements.
+- **Parametrization:** Tasks can be parameterized various ways or they can be pipelined.
+- **Extendability:** Almost everything is made for customization. Even the tasks can modify the flow of the system.
 
 :red:`Red` Engine has built-in scheduling syntax which
 allows logical operations to create complex scheduling logic
-with breeze. Also, it very easy to extend and create your 
-own conditions.
+with breeze. Also, it very easy to create your own conditions
+for your needs.
 
 Example
 -------
@@ -56,14 +57,15 @@ This is all it takes to create a scheduler:
 But does it work?
 -----------------
 
-The system is tested with over 900 unit tests to 
+The system is tested with over 1000 unit tests to 
 ensure quality and to deliver what is promised. 
 Red Engine is used in production.
 
 Interested?
 -----------
 
-There is much more to offer. Read more and try it yourself.
+There is much more to offer. Start from the 
+:ref:`short guide <short-guide>`.
 
 
 .. toctree::
@@ -75,7 +77,9 @@ There is much more to offer. Read more and try it yourself.
    condition_syntax/index
    reference/index
    examples/index
-
+   how_it_works
+   contributing
+   versions
 
 
 Indices and tables
diff --git a/docs/reference/arguments.rst b/docs/reference/arguments.rst
index 4ae2cb90..99979706 100644
--- a/docs/reference/arguments.rst
+++ b/docs/reference/arguments.rst
@@ -8,6 +8,8 @@ Arguments
 
 .. autoclass:: redengine.arguments.Arg
 
+.. autoclass:: redengine.arguments.Return
+
 .. testsetup:: funcarg
 
     from redengine import session
@@ -21,4 +23,3 @@ Arguments
     session.clear()
 
 .. autoclass:: redengine.arguments.Private
-
diff --git a/docs/reference/baseclasses.rst b/docs/reference/baseclasses.rst
index 961094cc..e1e692d6 100644
--- a/docs/reference/baseclasses.rst
+++ b/docs/reference/baseclasses.rst
@@ -7,6 +7,7 @@ Task
 
 .. autoclass:: redengine.core.Task
    :members:
+   :exclude-members: return_arg
 
 Condition
 ---------
@@ -14,6 +15,12 @@ Condition
 .. autoclass:: redengine.core.BaseCondition
    :members:
 
+Parameters
+----------
+
+.. autoclass:: redengine.core.Parameters
+   :members:
+
 Argument
 --------
 
diff --git a/docs/reference/conditions.rst b/docs/reference/conditions.rst
index c5e59e15..93bd2a35 100644
--- a/docs/reference/conditions.rst
+++ b/docs/reference/conditions.rst
@@ -1,6 +1,9 @@
 Conditions
 ==========
 
+.. autoclass:: redengine.conditions.FuncCond 
+
+.. autoclass:: redengine.conditions.TaskCond 
 
 Task related conditions
 -----------------------
diff --git a/docs/reference/index.rst b/docs/reference/index.rst
index 33d3d24b..a40e0cfb 100644
--- a/docs/reference/index.rst
+++ b/docs/reference/index.rst
@@ -1,5 +1,5 @@
-API References of Red Engine
-============================
+API References
+==============
 
 You can find the references to the 
 Red Engine's classes here. 
diff --git a/docs/scheduling.png b/docs/scheduling.png
new file mode 100644
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diff --git a/docs/tutorial/advanced_guide.rst b/docs/tutorial/advanced_guide.rst
index 54347921..e7a4e749 100644
--- a/docs/tutorial/advanced_guide.rst
+++ b/docs/tutorial/advanced_guide.rst
@@ -40,70 +40,178 @@ is how you could structure it:
 In short the files:
 
 - ``project/main.py``: Configure the session here
-- ``project/parameters.py``: Put here the session parameters for tasks
+- ``project/parameters.py``: Put here the session level task parameters
 - ``project/tasks/.../tasks.py``: Put here the actual tasks
 - ``project/models/conditions.py``: Put here your custom conditions
+- ``project/models/tasks.py``: Put here your custom task classes
 - ``project/models/hooks.py``: Put here your custom hooks
 
-Your ``main.py`` file could look like:
 
-.. code-block:: python
+Configuring the Session
+-----------------------
 
-    from redengine import session
+Next we will create the ``project/main.py`` file. We configure the 
+session here, import the models, parameters and tasks and start the 
+actual session here. Configuring session is simple:
 
-    # Import custom extensions
-    from .models import conditions, tasks
+.. code-block:: python
 
+    from redengine import Session
+
+    session = Session(
+        scheme=['log_csv'],
+        config={
+            'silence_task_prerun': True,
+            'silence_cond_check': True,
+            'force_status_from_logs': False,
+            'task_pre_exist': 'raise',
+            'use_instance_naming': False,
+            'cycle_sleep': None
+        }
+    )
+
+We made a new session that uses CSV logging scheme and has some 
+configurations. The schemes are premade setups that can be used 
+to reduce the need to configure the required loggers yourself.
+Read more about schemes in :ref:`logging-schemes`.
+
+Configs
+^^^^^^^
+
+There are also some configs in sessions. These are settings that 
+help to set the session to be more or less tolerant for errors.
+When developing, it may be good idea to crash on situations like 
+errors in condition checking or errors in parameters but for 
+production you may want not want to crash the whole scheduler 
+for such cases. The values we set above are the defaults which 
+are used if not set.
+
+Here is a quick description of these configurations:
+
+- ``task_pre_exist``: What to do when creating a task which name already exists. Options:
+
+    - ``raise``: Raise an error
+    - ``replace``: Remove the previous task and add the new task to the session
+    - ``ignore``: Don't set the new task to the session and leave the previous
+    - ``rename``: Add number(s) to the name of the new task until it has unique name
+
+- ``use_instance_naming``: If name not specified, use ``id(task)`` as the name of the task
+- ``silence_task_prerun``: Don't crash the scheduler if a task fails outside the actual execution. Task is always logged as fail.
+- ``silence_cond_check``: Don't crash the scheduler if checking a condition fails. If False, the state of a crashed condition is considered ``False``.
+- ``force_status_from_logs``: Force the task related conditions always read the logs to determine the state. If false, the cached state is used if possible for optimization.
+- ``cycle_sleep``: Seconds to wait after executing each cycle of tasks. By default no wait. 
+
+Logging
+^^^^^^^
+
+You can also add your own handlers to the logger that is used to log 
+the tasks. You could, for example, send filter the failures and send
+them via SMTPHandler to your email or print the task log to terminal
+using StreamHandler. In this demo we do the latter:
+
+.. code-block:: python
 
     # Set logging
     import logging
-    from redengine.log import CsvHandler, CsvFormatter
     
-    task_handler = CsvHandler(fields=[
-        task_name,
-        asctime,
-        action,
-        start, # Start of the task
-        end, # End of the task ('run' does not have end)
-        runtime,
-        message
-    ])
     console_handler = logging.StreamHandler()
     console_handler.setFormatter(logging.Formatter('%(asctime)s %(levelname)-8s %(task_name)s %(message)s'))
 
     task_logger = logging.getLogger('redengine.task')
-    task_logger.setHandler(task_handler)
     task_logger.setHandler(console_handler)
-    task_logger.setLevel(logging.INFO)
 
+You can find more information about logging in Red Engine in :ref:`logging-guide`.
+
+Importing Models and Tasks
+^^^^^^^^^^^^^^^^^^^^^^^^^^
+
+Next we will import the custom conditions and task classes we may have:
+
+.. code-block:: python
+
+    # Import custom extensions
+    from .models import conditions, tasks
+
+And then we could import the tasks themselves. You could just import 
+the files where the tasks are or alternatively you could use a *loader*.
+Loader is a task that loads other tasks from predefined location. 
+There is a loader ``PyLoader`` that imports Python files for us from 
+given location which we will use so we don't need to explicitly import
+every task file:
+
+.. code-block:: python
+
+    # We make sure the tasks are searched from the correct directory
+    # in case the current working directory is set somewhere else
+    from pathlib import Path
+    main_directory = Path(__file__).parent
 
     # Automatic loader so we don't need to import
     # task files manually.
     from redengine.tasks.loaders import PyLoader
-    PyLoader(path="tasks/", glob="**/tasks.py")
+    PyLoader(path=main_directory / "tasks/", glob="**/tasks.py")
+
+The ``PyLoader`` loads all Python files that matches 
+the given glob from given path. In this case, it finds 
+all tasks that are named ``tasks.py`` in ``project/tasks/``
+folder.
+
+Starting the scheduler
+^^^^^^^^^^^^^^^^^^^^^^
+
+And finally we start the scheduler:
+
+.. code-block:: python
+
+    # Start the session
+    if __name__ == '__main__':
+        session.start()
+
+Content of main.py
+^^^^^^^^^^^^^^^^^^
+
+All set here. Now your ``main.py`` file should look like this now:
+
+.. code-block:: python
+
+    import logging
+    from pathlib import Path
+
+    from redengine import Session
+    from redengine.tasks.loaders import PyLoader
+
+    from .models import conditions, tasks
+
+    session = Session(
+        scheme=['log_csv'],
+        config={
+            'silence_task_prerun': True,
+            'silence_cond_check': True,
+            'force_status_from_logs': False,
+            'task_pre_exist': 'raise',
+            'use_instance_naming': False
+        }
+    )
+
+    # Set logging    
+    console_handler = logging.StreamHandler()
+    console_handler.setFormatter(logging.Formatter('%(asctime)s %(levelname)-8s %(task_name)s %(message)s'))
+
+    task_logger = logging.getLogger('redengine.task')
+    task_logger.setHandler(console_handler)
+
+    # We make sure the tasks are searched from the correct directory
+    # in case the current working directory is set somewhere else
+    main_directory = Path(__file__).parent
+
+    # Automatic loader so we don't need to import
+    # task files manually.
+    PyLoader(path=main_directory / "tasks/", glob="**/tasks.py")
 
     # Start the session
     if __name__ == '__main__':
         session.start()
 
-In this example we use ``PyLoader`` to load our task files
-but you can also just import them yourself to the Python
-file where you have your session. In our example, the tasks
-are located in files named as ``tasks.py`` somewhere in the 
-``project/tasks/`` directory.
-
-In addition, we use ``CsvHandler`` to log when tasks have been
-run, succeeded, failed or terminated. Alternatively, you could 
-also just use the ``redengine.log.MemoryHandler`` if you want
-to have the logs in memory or you can create your own handler.
-Just remember to include a ``.read()`` method that should return
-the log records as list of dicts or ``.query(...)`` method if 
-you want to handle the filtering of records yourself.
-
-As Red Engine's logging is built completely on Python's ``Logging``
-library found in standard library, you can extend and have 
-any kind of logging strategies as far as there is one readable 
-logger for ``redengine.tasks`` logger.
 
 Tasks
 -----
@@ -111,10 +219,9 @@ Tasks
 Next we will create some tasks. Put these to the ``tasks.py``
 files in ``project/tasks/`` directory, for example 
 ``project/tasks/scrapers/tasks.py``. We made some simple tasks
-in :ref:`short-guide` but we will discuss them more thorougly.
+already in :ref:`short-guide` but now we will discuss them more thorougly.
 Here is a practical example of such file:
 
-
 .. code-block:: python
 
     from redengine.tasks import FuncTask
@@ -131,17 +238,20 @@ Here is a practical example of such file:
     def go_to_work():
         ... # Code to work
 
-We made couple of tasks that runs as follows:
+We made couple of tasks that run as follows:
 
 - ``wake_up``: Runs once a day between 8 AM and 12 PM
 - ``wash_teeth``: Runs twice a day. Once between 08:00 AM to 08:15 AM and once between 10:00 PM and 10:15 PM
 - ``do_work``: Runs once a day between 9 AM and 10 AM but only on week days.
 
-As you probably noted, using ``&`` (and) and ``|`` (or) operators we can have pretty complex scheduling logic
-but still be fairly understandable to read. We used ``|`` operator to expand the time when ``wash_teeth``
-may run and ``&`` to further constain the time when ``go_to_work`` may run. You can build any logic you want
-and use parentheses (ie. ``... & (... | ...)``) to further manipulate how you schedule things. 
+Using ``&`` (and) and ``|`` (or) operators we can create more complex scheduling logic than individual 
+conditions allow. We made the task ``wash_teeth`` to run twice a day using the *or* operator and 
+further constrained the time the task ``go_to_work`` may run using the *and* operator. You can also 
+nest these operations using parentheses (ie. ``... & (... | ...)``).
  
+Pipelining
+^^^^^^^^^^
+
 You can also create task pipelines conveniently. Let's make a file ``project/tasks/pipelines/tasks.py``
 to demonstrate this:
 
@@ -165,12 +275,11 @@ to demonstrate this:
     def report_errors():
         ... # Code to report errors in getting data
 
-You can also built logic with ``&`` and ``|`` to run a task, for example, 
-after multiple tasks have all succeeded or when any of a list of tasks is 
-succeeded. 
+You can find more about pipelining from :ref:`pipeline-guide`. and more about different condition options
+from :ref:`condition-syntax`. You can also find more information about conditions from :ref:`conditions-intro`.
 
-See more condition options for ``start_cond`` in :ref:`condition-syntax` and read more about conditions 
-from :ref:`conditions-intro`.
+Execution
+^^^^^^^^^
 
 Next we will make some more tasks (let's say to ``project/tasks/checks/tasks.py``) to discuss some other features:
 
@@ -196,9 +305,13 @@ Note that we used different ``execution`` for these tasks.
 separate thread and ``check_mail`` will run on a separate
 process. There are advantages and disadvantages in each and
 they are further discussed in :ref:`parallelizing`. In short,
-``process`` allows the most parallelization and that is also
-the default if not specified. Execution ``process`` also allows
-you to terminate tasks and have timeouts like:
+``process`` allows the most parallelization but is the most 
+expensive in terms of initiation. It is also the default if not 
+specified. It also allows you to terminate tasks 
+and have timeouts like:
+
+Terminating
+^^^^^^^^^^^
 
 .. code-block:: python
 
@@ -215,7 +328,10 @@ be terminated:
     def check_mail():
         ... # Code check messages
 
-Finally, we make some parameterized tasks to, let's say, 
+Parametrization
+^^^^^^^^^^^^^^^
+
+And finally, we make some parameterized tasks to, let's say, 
 ``project/tasks/send/task.py``:
 
 .. code-block:: python
@@ -239,12 +355,33 @@ tasks that require given parameter and don't have it set
 yet. Next we will create the logic to feed this parameter
 ``friend_list``  
 
+You can also use the output of a task as an input for 
+another task:
+
+.. code-block:: python
+
+    from redengine.tasks import FuncTask
+
+    @FuncTask()
+    def get_data():
+        ... # Code to get data
+        return data
+
+    @FuncTask(parametes={"my_data": Return('get_data')})
+    def process_data(mydata):
+        ... # Code to process data
+
+When the task ``process_data`` executes, the argument ``mydata``
+will get the return value of the task ``get_data`` as the value.
+In case ``get_data`` did not run before ``process_data``, the 
+argument will receive a value ``None``. 
+
 Parameters
 ----------
 
-Following the previous example, we will create a function 
+Following the previous example about the ``announce`` task, we will create a function 
 that acts as our parameter ``friend_list``. Let's put it in
-the file ```project/parameters.py```:
+the file ``project/parameters.py``:
 
 .. code-block:: python
 
diff --git a/docs/tutorial/extending_guide.rst b/docs/tutorial/extending_guide.rst
index 222d4e49..1f92c859 100644
--- a/docs/tutorial/extending_guide.rst
+++ b/docs/tutorial/extending_guide.rst
@@ -15,7 +15,22 @@ In previous guides we already discussed how you can schedule your tasks using
 ``start_cond`` or terminate them with ``end_cond`` (if 
 parallelized). There may be a situation in which there is 
 no suitable condition for your purpose. For such case you 
-can create your own condition easily.
+can create your own condition easily using either ``FuncCond`` or ``TaskCond``.
+If the condition is quick to check you can go with ``FuncCond``. If the 
+condition may take time or may get stuck you can use ``TaskCond``
+
+Here is a summary of the condition types:
+
+==================  ======================  =============================
+Property            FuncCond                TaskCond
+==================  ======================  =============================
+**Function runs**   when condition checked  in the background
+**Useful for**      Simple/fast checks      I/O bound or expensive checks
+==================  ======================  =============================
+
+
+Function Condition
+^^^^^^^^^^^^^^^^^^
 
 You can create your own conditions and add them 
 to the Red Engine condition parsing using ``FuncCond``.
@@ -58,6 +73,46 @@ need to pass a string that matches to the regex pattern
 named regex group ``folder`` is passed as a keyword 
 argument to the function ``has_files``.
 
+Task Condition
+^^^^^^^^^^^^^^
+
+``TaskCond`` allows you to make a condition which state
+is checked using a separate task. This is very useful 
+for conditions which are I/O bound, may get stuck or 
+take excess resources. ``TaskCond`` is simply a 
+condition which state is determined by the output value
+of a ``FuncTask`` that runs in the background.
+
+.. code-block:: python
+
+    import re
+    import os
+    from redengine.conditions import TaskCond
+
+    @TaskCond(syntax=re.compile("data exists for (?P<date>.+)"), start_cond="every 10 minutes")
+    def has_data():
+        ... # Expensive code
+        return True
+
+Now you can use this condition simply:
+
+.. code-block:: python
+
+    @FuncTask(start_cond="data exists for today")
+    def process_data():
+        ... # Code to process data
+
+The condition ``has_data`` will create a task called ``_condition-...has_data`` that
+runs in the background every 10 minutes and returns the state of the condition. Between the runs the 
+task value is whatever was the outcome of the latest run. If the task has not previously
+run the state of the condition is ``False``. There is also a ``cooldown`` argument to 
+``TaskCond`` which determines the time when the latest run of the task is considered
+too old to count as the state and the state of the task is reverted back to ``False``
+till the task runs again.
+
+The task can have any settings that any ``FuncTask`` has: you can specify the ``execution``,
+``end_cond``, ``priority``, ``timeout`` etc.
+
 Custom Task
 -----------
 
diff --git a/docs/tutorial/index.rst b/docs/tutorial/index.rst
index e1675e3b..3377f100 100644
--- a/docs/tutorial/index.rst
+++ b/docs/tutorial/index.rst
@@ -1,3 +1,5 @@
+.. _tutorials:
+
 Tutorials
 =========
 
@@ -12,5 +14,7 @@ use Red Engine.
    quick_start
    short_guide
    advanced_guide
+   scheduling_guide
    pipeline_guide
+   logging_guide
    extending_guide
\ No newline at end of file
diff --git a/docs/tutorial/logging_guide.rst b/docs/tutorial/logging_guide.rst
new file mode 100644
index 00000000..85022289
--- /dev/null
+++ b/docs/tutorial/logging_guide.rst
@@ -0,0 +1,179 @@
+.. _logging-guide:
+
+Logging Guide
+=============
+
+Logging is a vital part of the Red Engine's system. The information of what 
+tasks have run, when and with what status are relevant in order to determine 
+many of the conditions in the system. Red Engine simply leverages 
+`logging library <https://docs.python.org/3/library/logging.html>`_
+that is part of Python's standard library. In this section we discuss how 
+you can customize the task logger and the details around it.
+
+How it works
+------------
+
+The most important logger in Red Engine's ecosystem is ``redengine.task``. This logger is 
+used to log when a task ran, succeeded, failed, terminated or inacted. Furthermore,
+Red Engine must be able to also read these records in order to determine whether a task 
+have run already, if a task have succeeded etc. and for this purpose this logger should 
+have at least one handler that can also be read or queried for the log records. This readable 
+handler, called two-way handler, must have either a method  ``.read()`` and or ``.query(filtering)``
+and methods should return an iterable of dictionaries about the log records, for example a list 
+of dictionaries.
+
+First we discuss about practical matters of how to add own handlers, like logging to terminal, 
+to the logger and then how the two-way logger works and how to create your own.
+
+Adding a handler
+----------------
+
+You can freely add your own handlers to the task logger if you wish to show the 
+logging information about the tasks to terminal, in a file, send via email or so.
+For example, displaying the execution in terminal:
+
+.. code-block:: python
+
+    import logging
+
+    # Get the task logger
+    logger = logging.getLogger("redengine.task")
+    
+    # Create handler and formatter
+    handler = logging.StreamHandler()
+    formatter = logging.Formatter('%(asctime)s %(levelname)s %(message)s')
+    handler.setFormatter(formatter)
+    
+    # Add to the logger
+    logger.addHandler(handler)
+
+.. _logging-schemes:
+
+Schemes and prebuilt handlers
+-----------------------------
+
+As mentioned, you also need one handler capable for reading. You can set this 
+either manually or use a premade scheme in creating a session. Currently 
+there are the following options for such purpose:
+
+===============================  ===========  ===========================================
+Handler                          Scheme       Description
+===============================  ===========  ===========================================
+**redengine.log.MemoryHandler**  log_memory   Stores the log records to an in-memory list
+**redengine.log.CsvHandler**     log_csv      Stores the log records to a CSV file
+===============================  ===========  ===========================================
+
+
+
+Schemes are premade configurations that can be initiated with a session.
+Example of how to use a scheme:
+
+.. code-block:: python
+
+    from redengine import Session
+
+    # Log and read the records to and from memory
+    Session(scheme=["log_memory"])
+
+
+To set a handler manually:
+
+.. code-block:: python
+
+    import logging
+    from redengine.log import MemoryHandler, CsvHandler, CsvFormatter
+
+    logger = logging.getLogger("redengine.task")
+
+    # Use in-memory handler
+    handler = MemoryHandler()
+    logger.addHandler(handler)
+
+    # Or use CSV handler
+    formatter = CsvFormatter(fields=[
+        task_name,
+        asctime,
+        action,
+        start, # Start time of the task
+        end, # End time of the task ('run' does not have end)
+        runtime,
+        message
+    ])
+    handler = CsvHandler()
+    handler.setFormatter(formatter)
+    logger.addHandler(handler)
+
+
+.. warning::
+
+    In addition to the two-way logger, there are some other 
+    small details you should be aware when modifying the logger.
+    Here is a checklist the logger ``redengine.task`` should have:
+
+    - have the log level set to ``INFO`` or ``DEBUG``,
+    - have no filters
+    - have at least one handler which has:
+        
+        - either ``.read`` or ``.query`` method or both
+        - no filters
+
+    It is also inadvisable to use the task logger outside of Red Engine. 
+
+
+Custom two-way Handler
+----------------------
+
+You can also create your own two-way handler if you wish to log the records to a different 
+storage, like SQL. To do so, you can just subclass the ``logging.Handler`` like you would 
+typically subclass handlers. Just remember to add either ``.read`` or ``.query`` methods, 
+or both. In addition to the regular ``LogRecord`` attributes, the following extras are also set as
+attributes to the logged records which can be utilized:
+
+- ``task_name``: Name of the task the log record is about
+- ``action``: Action of the task of which the log record is about (success, fail etc.)
+- ``start``: Start time of the task as datetime
+- ``end``: End time of the task as datetime, not passed if action is ``run``
+- ``runtime``: Time it took to run the task as timedelta, not passed if action is ``run``
+
+Both, ``read`` and ``query`` methods, should return an iterable of dictionaries (ie. a list of dict)
+and the dictionaries should contain at least the following keys:
+
+- ``task_name``: Name of the task the log record is about
+- ``timestamp``, ``created`` or ``asctime``: Time when the log record occurred.
+- ``action``: Action of the task of which the log record is about (success, fail etc.)
+
+.. note::
+
+    There is a ``RecordFormatter`` that determines when the log recod occurred from the output of the ``read`` or
+    ``query`` methods. If ``timestamp`` is found, it is parsed and used as such. If ``created`` is found, it is 
+    parsed to datetime from epoch. If ``asctime`` is found, that is used and parsed to datetime.
+
+The method ``.read`` should require no arguments and just return
+all the log records. The necessary filtering is done after calling the method. 
+However, the method ``.query`` should also take the query as keyword arguments. 
+The keys of the arguments represent the names of 
+the record attributes and the values are either the actual values to look for,
+a list of values to look for (a list of values) or a range of values to look for
+(a tuple of two values). 
+
+For example if you implement the ``query`` method, this call:
+
+.. code-block:: python
+
+    handler.query(
+        task_name="a task", 
+        timestamp=(datetime.datetime(2021, 1, 1), datetime.datetime(2021, 1, 2)),
+        action=["fail", "success", "terminate"]
+    )
+
+should return log records where the ``task_name`` is *a task*, and where the ``timestamp``
+is between *2021-01-01* and *2021-01-02* (including the start and end), and where
+the action is either *fail*, *success* or *terminate*.
+
+.. note::
+
+    As it may be slow to query constantly the log records, there is some optional optimization. 
+    If ``session.config['force_status_from_logs']`` is false, the task related conditions query or
+    read the task logger's handlers only if the cached task attributes ``last_run``, ``last_success``,
+    ``last_fail``, ``last_terminate`` or ``last_inaction``  are insufficient to determine 
+    the state.
\ No newline at end of file
diff --git a/docs/tutorial/pipeline_guide.rst b/docs/tutorial/pipeline_guide.rst
index 30a2bb94..cddba3b6 100644
--- a/docs/tutorial/pipeline_guide.rst
+++ b/docs/tutorial/pipeline_guide.rst
@@ -159,7 +159,7 @@ and also set the outputs as inputs to the next tasks:
         ... # Do stuff
         return data
 
-To continue further, you can ofcourse make pipelines where a task is run after two 
+To continue further, you can of course make pipelines where a task is run after two 
 tasks have succeeded and the outputs from both of the tasks are used in this task:
 
 .. code-block:: python
diff --git a/docs/tutorial/quick_start.rst b/docs/tutorial/quick_start.rst
index 5a28eafa..0b9acfc8 100644
--- a/docs/tutorial/quick_start.rst
+++ b/docs/tutorial/quick_start.rst
@@ -3,7 +3,7 @@
 Quick start
 ===========
 
-Install the package from `Pip <https://pypi.org/project/redengine/>`_:
+Install the package from `Pypi <https://pypi.org/project/redengine/>`_:
 
 .. code-block:: console
 
@@ -54,10 +54,10 @@ See tutorials:
 
 - :ref:`short-guide`
 - :ref:`advanced-guide`
-
+- :ref:`All tutorials <tutorials>`
 
 To skip to relevant sections:
 
-- :ref:`How to create tasks. <tasks>`
-- :ref:`How to schedule tasks. <scheduling>`
-- :ref:`How to parametrize tasks. <parametrizing>`
+- :ref:`Basics of tasks <tasks>`
+- :ref:`Basics of conditions <conditions-intro>`
+- :ref:`Basics of sessions <session-info>`
diff --git a/docs/tutorial/scheduling_guide.rst b/docs/tutorial/scheduling_guide.rst
new file mode 100644
index 00000000..e67b39c5
--- /dev/null
+++ b/docs/tutorial/scheduling_guide.rst
@@ -0,0 +1,200 @@
+
+Scheduling Guide
+================
+
+This tutorial covers common strategies to schedule
+tasks to run on specific time. If you need to refresh how
+to create tasks please see :ref:`short-guide` or :ref:`advanced-guide`
+before reading further. This section also does not cover pipelining as 
+that is covered in :ref:`pipeline-guide`.
+
+You may also be interested in reading the :ref:`condition-syntax`.
+To specify the interval when a task may run, it is easiest to 
+use the :ref:`execution conditions <cond-execution>`. These 
+conditions specify a period in which the task may start only 
+once.
+
+
+Once a day
+----------
+
+Perhaps the most common scheduling problem is to run a specific
+function once a day. That is very simple to do:
+
+.. code-block:: python
+
+    @FuncTask(start_cond="daily")
+    def do_daily():
+        ... # Do once a day starting from 0 AM
+
+You can also define the period when the task may run by:
+
+.. code-block:: python
+
+    @FuncTask(start_cond="daily between 08:00 and 10:00")
+    def do_daily():
+        ... # Do once a day starting between 8 AM and 10 AM 
+
+You can extend the times the task runs using the *or* operator (``|``).
+To run a task twice a day for example:
+
+.. code-block:: python
+
+    @FuncTask(start_cond="""daily between 08:00 and 10:00 
+                          | daily between 14:00 and 15:00""")
+    def do_daily():
+        ... # Do twice a day first between 8 AM to 10 AM and then between 2 PM to 3 PM
+
+You can also restrict the times the task runs using the *and* operator (``&``).
+In such case it is advisable to use the :ref:`fixed interval <cond-fixedinterval>`.
+To run once a day from Monday to Friday for example:
+
+.. code-block:: python
+
+    @FuncTask(start_cond="""daily & time of week between Monday and Friday""")
+    def do_daily():
+        ... # Do once a day on Mon, Tue, Wed, Thu and Fri
+
+Once a week
+-----------
+
+Sometimes you may also run a task once (or more times) per week.
+For this purpose, there is the *weekly* execution condition:
+
+.. code-block:: python
+
+    @FuncTask(start_cond="weekly")
+    def do_weekly():
+        ... # Do once a week starting from Monday
+
+You may specify the day the task is allowed to run:
+
+.. code-block:: python
+
+    @FuncTask(start_cond="weekly on Tuesday")
+    def do_weekly():
+        ... # Do once a week on Tuesday
+
+Or you may want to run it once in a weekend:
+
+.. code-block:: python
+
+    @FuncTask(start_cond="weekly between Sat and Sun")
+    def do_weekly():
+        ... # Do once a week between Saturday and Sunday
+
+Or run it twice in a weekend:
+
+.. code-block:: python
+
+    @FuncTask(start_cond="weekly on Saturday | weekly on Sunday")
+    def do_weekly():
+        ... # Do twice a week on Saturday and Sunday
+
+You can also constrain the task to run once a week and on specific time:
+
+.. code-block:: python
+
+    @FuncTask(start_cond="weekly & time of day between 10:00 and 14:00")
+    def do_weekly():
+        ... # Do once a week between 10 AM and 2 PM
+
+More execution conditions
+-------------------------
+
+There is also *minutely*, *hourly* and *monthly* if the above examples were
+insufficient. They work the same way and read from the 
+:ref:`syntax specifications <cond-execution>` for more.
+Note that fixed conditions such as *minutely* and *hourly* work on clock cycles 
+and not always when, for example, 60 seconds or 60 minutes have passed. 
+We cover scheduling for running a task after given time has passed next.
+
+After given time passed 
+-----------------------
+
+You may want to run a task after given time has passed after the previous run 
+of the task, for example 10 seconds. For that, there are the 
+:ref:`time delta conditions <cond-timedelta>`. They use ``pandas.Timedelta``
+which provides very flexible syntax.
+
+To run once a minute passed from previous run:
+
+.. code-block:: python
+
+    @FuncTask(start_cond="every 1 minute")
+    def do_after_given_period():
+        ... # Do after given period
+
+To run once an hour passed from previous run:
+
+.. code-block:: python
+
+    @FuncTask(start_cond="every 1 hour")
+    def do_after_given_period():
+        ... # Do after given period
+
+To run once a day passed from previous run:
+
+.. code-block:: python
+
+    @FuncTask(start_cond="every 1 day")
+    def do_after_given_period():
+        ... # Do after given period
+
+Or combine these:
+
+.. code-block:: python
+
+    @FuncTask(start_cond="every 1 day 10 hours 5 minutes 10 seconds")
+    def do_after_given_period():
+        ... # Do after given period
+
+You can also set the task to run, for example, when 
+one hour has passed but only between 10 AM and 5 PM
+and on week days:
+
+.. code-block:: python
+
+    @FuncTask(start_cond="""every 1 hour 
+                          & time of day between 10:00 and 17:00 
+                          & time of week between Mon and Fri""")
+    def do_after_given_period():
+        ... # Do after given period
+
+
+Complex examples
+----------------
+
+As you probably know, you can craft complex logics using the 
+boolean operators (``&``, ``|`` and ``~``) or nesting 
+conditions. In this section we introduce some more advanced
+examples. 
+
+Run hourly but if the task fails, don't today anymore:
+
+.. code-block:: python
+
+    @FuncTask(start_cond="every 1 hour & ~has failed today")
+    def do_things():
+        ... # Do whatever
+
+Run twice a day but if fails, don't run the second time:
+
+.. code-block:: python
+
+    @FuncTask(start_cond="""(
+            daily between 08:00 and 09:00 
+            | daily between 15:00 and 17:00
+        ) 
+        & ~has failed today
+    """)
+    def do_things():
+        ... # Do whatever
+
+Run hourly but if the task fails, don't run for 7 days:
+
+.. code-block:: python
+
+    @FuncTask(start_cond="every 1 hour & ~has failed past 7 days")
+    def do_things():
+        ... # Do whatever
\ No newline at end of file
diff --git a/docs/tutorial/short_guide.rst b/docs/tutorial/short_guide.rst
index 04bd87f8..9d507f08 100644
--- a/docs/tutorial/short_guide.rst
+++ b/docs/tutorial/short_guide.rst
@@ -13,8 +13,8 @@ Here is a check list of things you need:
 - Start the session
 
 
-Create Session
---------------
+Create a Session
+----------------
 
 First thing you need is a session. Session is an object that
 stores all the tasks and (session level) parameters for the 
@@ -79,3 +79,37 @@ When you have set up the tasks, you can just start the session by:
 
     session.start()
 
+
+Putting together
+----------------
+
+Our program should now look something like this:
+
+.. code-block:: python
+
+    from redengine import Session
+    from redengine.tasks import FuncTask
+
+    # Create a session that logs in csv file
+    Session(scheme="log_csv")
+
+    # Tasks    
+    @FuncTask(start_cond="daily after 08:00")
+    def wake_up():
+        print("Waking up...")
+        ... # Code to run once a day after 8 AM 
+
+    @FuncTask(start_cond="every 2 hours")
+    def check_messages():
+        print("Checking messages...")
+        ... # Code to run every 2 hours
+
+    @FuncTask(start_cond="daily between 23:00 and 05:00")
+    def go_to_bed():
+        print("Going to bed...")
+        ... # Code to run once a day between 11 PM and 5 AM
+
+    if __name__ == "__main__":
+        # Starting the scheduler
+        session.start()
+
diff --git a/docs/user_guide/conditions.rst b/docs/user_guide/conditions.rst
index de62b2bf..93662d72 100644
--- a/docs/user_guide/conditions.rst
+++ b/docs/user_guide/conditions.rst
@@ -75,7 +75,7 @@ discuss about some useful conditions found from Red Engine.
 .. _conditions-examples:
 
 Conditions, Examples
-====================
+--------------------
 
 The syntax are specified in the section :ref:`condition-syntax`. There are several types
 of built-in conditions useful for various scheduling strategies:
@@ -91,20 +91,20 @@ Next possibly the most common patterns are shown.
 
 
 Time Related
-------------
+^^^^^^^^^^^^
 
 .. literalinclude:: /examples/conditions/time.py
     :language: py
 
 Task Related
-------------
+^^^^^^^^^^^^
 
 .. literalinclude:: /examples/conditions/task.py
     :language: py
 
 
 Custom Condition
-================
+----------------
 
 Easiest way to create your own condition that can 
 be used in the ``start_cond`` argument of a task is 
diff --git a/docs/user_guide/extensions.rst b/docs/user_guide/extensions.rst
deleted file mode 100644
index 60967e63..00000000
--- a/docs/user_guide/extensions.rst
+++ /dev/null
@@ -1,60 +0,0 @@
-Extensions
-==========
-
-Extensions are additional components that 
-change the behaviour of tasks or their 
-conditions. Perhaps the most useful components
-are task pipelines which forces the given tasks
-to execute one after another. 
-
-Currently there is only one extension: 
-:class:`redengine.ext.Sequence`.
-
-Sequence
---------
-
-Sequences are task pipelines that execute the listed
-tasks one by one. If interval is given, the sequence
-starts when the current time is in the interval and 
-will execute until either the sequence is completed
-or the current time no longer is in the interval.
-If no interval is given, the sequence will execute 
-till the last task in the sequence and then will 
-restart from the beginning.
-
-Example, first some tasks:
-
-.. code-block:: python
-
-    from redengine.tasks import FuncTask
-
-    @FuncTask(name="my-task-1")
-    def myfunc():
-        ...
-
-    @FuncTask(name="my-task-2")
-    def myfunc():
-        ...
-
-    @FuncTask(name="my-task-3")
-    def myfunc():
-        ...
-
-Then we create a sequence with interval:
-
-.. code-block:: python
-
-    from redengine.extensions import Sequence
-    Sequence(
-        ["my-task-1", "my-task-2", "my-task-3"], 
-        interval="time of day between 15:00 and 19:00"
-    )
-
-or a sequence without interval:
-
-.. code-block:: python
-
-    from redengine.extensions import Sequence
-    Sequence(
-        ["my-task-1", "my-task-2", "my-task-3"], 
-    )
diff --git a/docs/user_guide/index.rst b/docs/user_guide/index.rst
index d2fd4289..e9701450 100644
--- a/docs/user_guide/index.rst
+++ b/docs/user_guide/index.rst
@@ -2,20 +2,17 @@ User Guide
 ==========
 
 Welcome to Red Engine user guide. This section
-consists of basics to advanced topics ranging
-from task creation and scheduling to extending
-Red Engine.
+consists of basics to advanced topics about 
+the Red Engine ecosystem.
 
 .. toctree::
    :maxdepth: 1
    :caption: Contents:
 
    tasks
-   scheduling
-   session_config
+   session
    conditions
    parameters
-   extensions
    loaders
    templates
    logging
diff --git a/docs/user_guide/logging.rst b/docs/user_guide/logging.rst
index a78978c0..424103f7 100644
--- a/docs/user_guide/logging.rst
+++ b/docs/user_guide/logging.rst
@@ -18,6 +18,22 @@ or ``.query(..)`` to also read the log files. These methods should return
 iterble of dictionaries. The method ``.query(...)`` should also be able to handle
 the passed queries.
 
+In addition to the regular ``LogRecord`` attributes, the following extras are also set as
+extras to the logged records by the tasks or the adapter:
+
+- ``task_name``: Name of the task the log record is about
+- ``action``: Action of the task of which the log record is about (success, fail etc.)
+- ``start``: Start time of the task as datetime
+- ``end``: End time of the task as datetime, not passed if action is ``run``
+- ``runtime``: Time it took to run the task as timedelta, not passed if action is ``run``
+
+Both, ``read`` and ``query`` methods, should return an iterable of dictionaries (ie. a list of dict)
+and the dictionaries should contain at least the following keys:
+
+- ``task_name``: Name of the task the log record is about
+- ``timestamp``, ``created`` or ``asctime``: Time when the log record occurred.
+- ``action``: Action of the task of which the log record is about (success, fail etc.)
+
 Querying the task adapter
 -------------------------
 
@@ -67,7 +83,7 @@ Querying all:
   'task_name': 'mytask',
   'timestamp': datetime.datetime(2021, 12, 6, 2, 30)}]
 
-Querying list of actions:
+Querying a list of actions:
 
 >>> from pprint import pprint
 >>> pprint(list(task_adapter.get_records(action=['success', 'fail'])))
@@ -80,7 +96,7 @@ Querying list of actions:
   'task_name': 'mytask',
   'timestamp': datetime.datetime(2021, 12, 6, 2, 30)}]
 
-Querying specific range:
+Querying a specific range:
 
 >>> from pprint import pprint
 >>> import datetime
diff --git a/docs/user_guide/parameters.rst b/docs/user_guide/parameters.rst
index 6e88df68..da59989d 100644
--- a/docs/user_guide/parameters.rst
+++ b/docs/user_guide/parameters.rst
@@ -1,8 +1,8 @@
 
 .. _parametrizing:
 
-Parametrizing Tasks
-===================
+Parametrizing
+=============
 
 There are many ways to pass additional 
 data to the tasks. One can put the data to 
diff --git a/docs/user_guide/scheduling.rst b/docs/user_guide/scheduling.rst
deleted file mode 100644
index 4feecf2f..00000000
--- a/docs/user_guide/scheduling.rst
+++ /dev/null
@@ -1,189 +0,0 @@
-.. _scheduling:
-
-Scheduling
-==========
-
-In Red Engine, tasks are scheduled by setting
-start conditions or triggers to tasks. These 
-are simply statements that are ``True`` or 
-``False``. Conditions are explained with greater 
-detail in :ref:`conditions-intro`. In this section 
-the scheduling is explained in more practical terms.
-
-Setting Starting Condition
---------------------------
-
-You can pass the condition object to the initiation
-of a task but there is also a powerful condition 
-parser:
-
-.. code-block:: python
-
-    from redengine.tasks import FuncTask
-
-    @FuncTask(start_cond="time of day 09:00 and 16:00")
-    def be_alive():
-        ... # Do whatever
-
-This task called ``be_alive`` will be run  when time of day 
-is between 9 AM and 4 PM. Note that the task will 
-start again constantly during when the current time is as specified. 
-To solve this, Red Engine provides intuitive conditions to make sure 
-the task runs only once in the given period:
-
-.. code-block:: python
-
-    @FuncTask(start_cond="daily between 09:00 and 16:00")
-    def do_daily_task():
-        ... # Do whatever
-
-This task will run only once a day between 9 AM 
-and 4 PM. 
-
-Alternatively, you can also have the same outcome
-with:
-
-.. code-block:: python
-
-    @FuncTask(start_cond="~has finished today & time of day between 09:00 and 16:00")
-    def do_daily_task():
-        ... # Do whatever
-
-In plain English, this task runs when this task has not
-succeeded nor failed today (``~`` is a NOT operator) and
-the current time is between 9 AM and 16 PM (``&`` is an AND
-operator). As you can see, Red Engine allows using logical 
-operations creating huge variety of ways to schedule tasks. 
-You can also combine conditions with a symbol ``|`` (``OR``)
-and the parser accepts parentheses (``(...)``) to create 
-complex scheduling logic.
-
-Condition Options
------------------
-
-Also the individual condition items have different parametrization
-options. For example, if you simply want to run a task daily, you
-can have a starting condition of ``daily`` but you can also specify
-the time of day the task is allowed to be run, like ``daily between
-09:00 and 16:00`` or you can run it daily but also specify when a day 
-is considered to start, like ``daily starting 06:00``.
-
-See: :ref:`condition-syntax` for more details about different 
-scheduling syntax.
-
-Some generic examples (choose an option in square brackets and 
-fill in values for ``<start>``, ``<end>``, ``<value>`` and 
-``<timedelta>``):
-
-- ``[hourly | daily | weekly | monthly]``
-- ``[hourly | daily | weekly | monthly] between <start> and <end>``
-- ``[hourly | daily | weekly | monthly] [before | after | starting] <time>``
-- ``every <timedelta>``
-
-- ``time of [hour | day | week | month] between <start> and <end>``
-- ``time of [hour | day | week | month] [after | before] <time>``
-
-- ``has [succeeded | failed | started] [this hour | today | this week] between <start> and <end>``
-- ``has [succeeded | failed | started] [this hour | today | this week] [before | after] <time>``
-- ``has [succeeded | failed | started] past <timedelta>``
-
-- ``after task '<task>'``
-- ``after task '<task>' [succeeded | failed | finished | terminated]``
-
-Example Patterns (time)
------------------------
-
-Run once a day:
-
-.. code-block:: python
-
-    @FuncTask(start_cond="daily")
-    def do_things():
-        ... # Do whatever
-
-Run once a day on week days:
-
-.. code-block:: python
-
-    @FuncTask(start_cond="daily & time of week between Monday and Friday")
-    def do_things():
-        ... # Do whatever
-
-Run once a week on Tuesday after 10 AM:
-
-.. code-block:: python
-
-    @FuncTask(start_cond="time of week on Tuesday & time of day after 10:00")
-    def do_things():
-        ... # Do whatever
-
-Run twice a week on Monday and on Friday. Run before 8 AM on Monday and after 10 PM
-on Friday:
-
-.. code-block:: python
-
-    @FuncTask(start_cond="""
-        (weekly on Monday & time of day before 08:00) 
-        | (weekly on Friday & time of day after 20:00)
-    """)
-    def do_things():
-        ... # Do whatever
-
-
-Example Patterns (task)
------------------------
-
-Run after task named "another task" has succeeded before 
-this task:
-
-.. code-block:: python
-
-    @FuncTask(start_cond="after task 'another task'")
-    def do_things():
-        ... # Do whatever
-
-or the "another task" failed before this task:
-
-.. code-block:: python
-
-    @FuncTask(start_cond="after task 'another task' failed")
-    def do_things():
-        ... # Do whatever
-
-Run after both tasks ``x`` and ``y`` have succeeded before this 
-task:
-
-.. code-block:: python
-
-    @FuncTask(start_cond="after task 'x' & after task 'y'")
-    def do_things():
-        ... # Do whatever
-
-Run after either task ``x`` or task ``y`` has succeeded before this 
-task:
-
-.. code-block:: python
-
-    @FuncTask(start_cond="after task 'x' | after task 'y'")
-    def do_things():
-        ... # Do whatever
-
-
-Example Patterns (complex)
---------------------------
-
-
-Run hourly but if the task fails, don't run for 7 days:
-
-.. code-block:: python
-
-    @FuncTask(start_cond="every 1 hour & ~has failed past 7 days")
-    def do_things():
-        ... # Do whatever
-
-Extending
----------
-
-If there is missing a condition for your case, you can easily
-create such and even have it included to the parsing engine. 
-See :ref:`cust-cond` for more.
\ No newline at end of file
diff --git a/docs/user_guide/session.rst b/docs/user_guide/session.rst
new file mode 100644
index 00000000..b76a2875
--- /dev/null
+++ b/docs/user_guide/session.rst
@@ -0,0 +1,58 @@
+.. _session-info:
+
+Session
+=======
+
+:class:`redengine.Session` is a container of the Red Engine ecosystem.
+They contain the configurations, scheduled tasks, 
+shared parameters and the scheduler itself.
+All of these should exist prefetably in one session.
+It is so important that Red Engine has always one made
+for you by default:
+
+.. code-block:: python
+
+    from redengine import session
+
+For convenience, Red Engine is aggressive on setting 
+the created objects to sessions. Even tasks that 
+did not specify such are set to the default session. 
+
+If you wish to create your own session and set all 
+the newly created Red Engine objects to this session,
+you can simply do:
+
+.. code-block:: python
+
+    from redengine import Session
+    mysession = Session(...)
+
+See :py:class:`redengine.Session` for parameters 
+to a session.
+
+Examples of how to set up the session:
+
+- :ref:`Standalone <standalone-session>`
+- :ref:`Minimal <minimal-session>`
+- :ref:`Simple <simple-session>`
+
+Configurations
+--------------
+
+The session configurations are options that tune the behaviour of 
+the system error handling and system flow. These can be passed as dict
+in ``config`` argument of a :class:`redengine.Session`. There are following
+configuration options:
+
+- ``task_pre_exist``: What to do when creating a task which name already exists. Options:
+
+    - ``raise``: Raise an error
+    - ``replace``: Remove the previous task and add the new task to the session
+    - ``ignore``: Don't set the new task to the session and leave the previous
+    - ``rename``: Add number(s) to the name of the new task until it has unique name
+
+- ``use_instance_naming``: If name not specified, use ``id(task)`` as the name of the task
+- ``silence_task_prerun``: Don't crash the scheduler if a task fails outside the actual execution. Task is always logged as fail.
+- ``silence_cond_check``: Don't crash the scheduler if checking a condition fails. If False, the state of a crashed condition is considered ``False``.
+- ``force_status_from_logs``: Force the task related conditions always read the logs to determine the state. If false, the cached state is used if possible for optimization.
+- ``cycle_sleep``: Seconds to wait after executing each cycle of tasks. By default no wait. 
\ No newline at end of file
diff --git a/docs/user_guide/session_config.rst b/docs/user_guide/session_config.rst
deleted file mode 100644
index cd6f9cdf..00000000
--- a/docs/user_guide/session_config.rst
+++ /dev/null
@@ -1,35 +0,0 @@
-Configuring the session
-=======================
-
-Sessions are containers of the Red Engine ecosystem.
-They contain the configurations, scheduled tasks, 
-shared parameters and the scheduler itself.
-All of these should exist prefetably in one session.
-It is so important that Red Engine has always one made
-for you by default:
-
-.. code-block:: python
-
-    from redengine import session
-
-For convenience, Red Engine is aggressive on setting 
-the created objects to sessions. Even tasks that 
-did not specify such are set to the default session. 
-
-If you wish to create your own session and set all 
-the newly created Red Engine objects to this session,
-you can simply do:
-
-.. code-block:: python
-
-    from redengine import Session
-    mysession = Session(...)
-
-See :py:class:`redengine.Session` for parameters 
-to a session.
-
-Examples of how to set up the session:
-
-- :ref:`Standalone <standalone-session>`
-- :ref:`Minimal <minimal-session>`
-- :ref:`Simple <simple-session>`
\ No newline at end of file
diff --git a/docs/user_guide/tasks.rst b/docs/user_guide/tasks.rst
index 9ef8a39c..c4f25f04 100644
--- a/docs/user_guide/tasks.rst
+++ b/docs/user_guide/tasks.rst
@@ -10,11 +10,11 @@ are also multiple ways to configure the tasks. In
 this section, the most common and useful ways are 
 covered.
 
-Most simplistic way to create tasks is just initiate
-them in a Python source file and just import them.
+Most simplistic way to create tasks is to create functions,
+declare them as tasks and just import them to your session.
 However, to reduce boilder plate Red Engine also 
 provide ways to load all task files using ``Loaders``.
-See :ref:`loaders`. 
+See :ref:`loaders` for more. 
 
 .. _creating-task:
 
@@ -109,6 +109,42 @@ Execution   Parallerized?  Can be terminated?      Can modify the session?
 ``main``    No             No                     Yes
 =========== =============  =====================  ========================
 
+.. note::
+
+    Currently, Red Engine does not allow to have the same task running 
+    multiple times at the same time as this is rarely needed and it 
+    causes complications in determining what start consituted which 
+    success or failure. There might or might not be support for this 
+    in the future.
+
+    If you need this, you can achieve this by duplicating the task with
+    different names.
+
+Task Statuses
+-------------
+
+There are five statuses a task may have:
+
+- ``run``: the task is currently running
+- ``fail``: the task's previous run failed
+- ``success``: the task's previous run succeeded
+- ``terminate``: the task's previous run was terminated
+- ``inaction``: the task's previous run inacted
+
+The first three are fairly obvious. Only the tasks that 
+are running with ``thread`` or ``process`` execution may have 
+``terminate`` status as ``main`` cannot be terminated. 
+
+The status ``inaction`` is the least obvious. This status 
+means that the task did not fail but it did almost nothing
+due to missing data or other reasons. If you want to use 
+this status, you need to raise the exception 
+``rednegine.core.exceptions.TaskInactionException`` in the task's execution. It is useful
+if there is a prerequisite in the task that is expensive to check
+or there is a risk of getting stuck and therefore the check is 
+put to the task itself.
+
+The status of a task is found from the attribute ``task.status``.
 
 Parametrizing Tasks
 -------------------
diff --git a/docs/versions.rst b/docs/versions.rst
new file mode 100644
index 00000000..09802469
--- /dev/null
+++ b/docs/versions.rst
@@ -0,0 +1,17 @@
+
+Version history
+===============
+
+- ``1.1.0``
+
+    - Add: conditions ``FuncCond`` and ``TaskCond``
+    - Add: new statements to condition syntax
+    - Add: new argument ``Return`` and parameter pipelining
+    - Add: ``FuncParam``, similar to ``FuncTask`` and ``FuncCond``
+    - Fix: Minor bugs
+    - Requirements: dropped Pyyaml in hard dependencies
+    - Optimization: Now conditions read logs only if cannot be determined without. Can be switched off.
+
+- ``1.0.0``
+
+    - First stable release
\ No newline at end of file