Added get_segments_after function
diff --git a/distill/segmentation/segments.py b/distill/segmentation/segments.py
index 0392a7c..0197705 100644
--- a/distill/segmentation/segments.py
+++ b/distill/segmentation/segments.py
@@ -146,6 +146,20 @@
segments = [segment for segment in self.segments if segment.start_end_val[1] < time]
return Segments(segments)
+ def get_segments_after(self, time):
+ """
+ Returns a new Segments object only including segments that have start times after the indicated time.
+
+ :param time: An integer or datetime object that represents the time for which Segment start times should be after.
+ :return: A new Segments object that contains Segment objects that have start times after the time indicated.
+ """
+ if not isinstance(time, int) and not isinstance(time, datetime.datetime):
+ raise TypeError('Time must be an integer or datetime object.')
+
+ segments = [segment for segment in self.segments if segment.start_end_val[0] > time]
+
+ return Segments(segments)
+
def get_segments_of_type(self, segment_type):
"""
Returns a new Segments object that includes Segment objects of a specified type.
diff --git a/docs/Manipulating_Collections_of_Segment_Objects.rst b/docs/Manipulating_Collections_of_Segment_Objects.rst
index fd5d3f1..0be3426 100644
--- a/docs/Manipulating_Collections_of_Segment_Objects.rst
+++ b/docs/Manipulating_Collections_of_Segment_Objects.rst
@@ -84,10 +84,11 @@
The above code removes ``Segment`` objects "0" and "1" since they contain less than 5 logs.
-Filtering by Cutoff Time
-************************
-The ``get_segments_before`` function returns a new ``Segments`` object that contains all the ``Segment`` objects that
-have end times before the user given time. An example usage of this function is shown below:
+Filtering by Time
+*****************
+The ``get_segments_before`` and ``get_segments_after`` functions return a new ``Segments`` object that contains all the
+``Segment`` objects that either have end times before the user given time or start times after the user given time. An
+example usage of each of these functions is shown below:
**Input:**
@@ -96,10 +97,14 @@
print("Original Segments Object:")
print(segments)
- segments = segments.get_segments_before(4)
+ segments_before = segments.get_segments_before(4)
+ segments_after = segments.get_segments_after(3)
- print("\nFiltered Segments Object:")
- print(segments)
+ print("\nFiltered Segments Object (Before):")
+ print(segments_before)
+
+ print("\nFiltered Segments Object (After):")
+ print(segments_after)
**Console Output:**
@@ -113,14 +118,20 @@
Segment: segment_name=3, start=4, end=5, num_logs=7, generate_field_name=None, generate_matched_values=None, segment_type=Segment_Type.DEADSPACE
]
- Filtered Segments Object:
+ Filtered Segments Object (Before):
Segments: [
Segment: segment_name=0, start=1, end=2, num_logs=3, generate_field_name=None, generate_matched_values=None, segment_type=Segment_Type.FIXED_TIME
Segment: segment_name=1, start=2, end=3, num_logs=0, generate_field_name=None, generate_matched_values=None, segment_type=Segment_Type.CREATE
]
-The above output shows that the ``get_segments_before`` function filtered out any ``Segment`` object that had an end time
-after or including 4.
+ Filtered Segments Object (After):
+ Segments: [
+ Segment: segment_name=3, start=4, end=5, num_logs=7, generate_field_name=None, generate_matched_values=None, segment_type=Segment_Type.DEADSPACE
+ ]
+
+The above output shows that the ``get_segments_before`` function filtered out any ``Segment`` that had an end time
+after or including 4 and that the ``get_segments_after`` function filtered out any ``Segment`` with a start time less than
+or equal to 3.
Filtering by Segment Type
*************************
diff --git a/docs/docs/.doctrees/Combining_Segments_with_Set_Logic.doctree b/docs/docs/.doctrees/Combining_Segments_with_Set_Logic.doctree
index 87f2b43..f097aa6 100644
--- a/docs/docs/.doctrees/Combining_Segments_with_Set_Logic.doctree
+++ b/docs/docs/.doctrees/Combining_Segments_with_Set_Logic.doctree
Binary files differ
diff --git a/docs/docs/.doctrees/Creating_Segments.doctree b/docs/docs/.doctrees/Creating_Segments.doctree
index d5e741c..bb18907 100644
--- a/docs/docs/.doctrees/Creating_Segments.doctree
+++ b/docs/docs/.doctrees/Creating_Segments.doctree
Binary files differ
diff --git a/docs/docs/.doctrees/Exporting_Segments.doctree b/docs/docs/.doctrees/Exporting_Segments.doctree
index 869e25b..c4b4a37 100644
--- a/docs/docs/.doctrees/Exporting_Segments.doctree
+++ b/docs/docs/.doctrees/Exporting_Segments.doctree
Binary files differ
diff --git a/docs/docs/.doctrees/Funnel_Function.doctree b/docs/docs/.doctrees/Funnel_Function.doctree
index 5f67654..da42976 100644
--- a/docs/docs/.doctrees/Funnel_Function.doctree
+++ b/docs/docs/.doctrees/Funnel_Function.doctree
Binary files differ
diff --git a/docs/docs/.doctrees/Getting_Started.doctree b/docs/docs/.doctrees/Getting_Started.doctree
index 53d0ab0..e6c0a22 100644
--- a/docs/docs/.doctrees/Getting_Started.doctree
+++ b/docs/docs/.doctrees/Getting_Started.doctree
Binary files differ
diff --git a/docs/docs/.doctrees/Graph_Index.doctree b/docs/docs/.doctrees/Graph_Index.doctree
index 1a7b9a6..62f9e96 100644
--- a/docs/docs/.doctrees/Graph_Index.doctree
+++ b/docs/docs/.doctrees/Graph_Index.doctree
Binary files differ
diff --git a/docs/docs/.doctrees/Manipulating_Collections_of_Segment_Objects.doctree b/docs/docs/.doctrees/Manipulating_Collections_of_Segment_Objects.doctree
index 7a6323f..e6675ff 100644
--- a/docs/docs/.doctrees/Manipulating_Collections_of_Segment_Objects.doctree
+++ b/docs/docs/.doctrees/Manipulating_Collections_of_Segment_Objects.doctree
Binary files differ
diff --git a/docs/docs/.doctrees/Process.doctree b/docs/docs/.doctrees/Process.doctree
index 7ad8995..d7c333a 100644
--- a/docs/docs/.doctrees/Process.doctree
+++ b/docs/docs/.doctrees/Process.doctree
Binary files differ
diff --git a/docs/docs/.doctrees/Process_Docs.doctree b/docs/docs/.doctrees/Process_Docs.doctree
index 02c3f2a..4af36e2 100644
--- a/docs/docs/.doctrees/Process_Docs.doctree
+++ b/docs/docs/.doctrees/Process_Docs.doctree
Binary files differ
diff --git a/docs/docs/.doctrees/Sankey_Function.doctree b/docs/docs/.doctrees/Sankey_Function.doctree
index a36050d..00e18b4 100644
--- a/docs/docs/.doctrees/Sankey_Function.doctree
+++ b/docs/docs/.doctrees/Sankey_Function.doctree
Binary files differ
diff --git a/docs/docs/.doctrees/Segmentation.doctree b/docs/docs/.doctrees/Segmentation.doctree
index d88d4a5..5496c1a 100644
--- a/docs/docs/.doctrees/Segmentation.doctree
+++ b/docs/docs/.doctrees/Segmentation.doctree
Binary files differ
diff --git a/docs/docs/.doctrees/Utilities.doctree b/docs/docs/.doctrees/Utilities.doctree
index 40069db..7cacc3d 100644
--- a/docs/docs/.doctrees/Utilities.doctree
+++ b/docs/docs/.doctrees/Utilities.doctree
Binary files differ
diff --git a/docs/docs/.doctrees/Utility_Functions.doctree b/docs/docs/.doctrees/Utility_Functions.doctree
index e6f924f..f3679b0 100644
--- a/docs/docs/.doctrees/Utility_Functions.doctree
+++ b/docs/docs/.doctrees/Utility_Functions.doctree
Binary files differ
diff --git a/docs/docs/.doctrees/Writing_Segments.doctree b/docs/docs/.doctrees/Writing_Segments.doctree
index fb21660..f84bc42 100644
--- a/docs/docs/.doctrees/Writing_Segments.doctree
+++ b/docs/docs/.doctrees/Writing_Segments.doctree
Binary files differ
diff --git a/docs/docs/.doctrees/environment.pickle b/docs/docs/.doctrees/environment.pickle
index 85401c9..70628c5 100644
--- a/docs/docs/.doctrees/environment.pickle
+++ b/docs/docs/.doctrees/environment.pickle
Binary files differ
diff --git a/docs/docs/.doctrees/index.doctree b/docs/docs/.doctrees/index.doctree
index c58b73e..13dabe8 100644
--- a/docs/docs/.doctrees/index.doctree
+++ b/docs/docs/.doctrees/index.doctree
Binary files differ
diff --git a/docs/docs/Manipulating_Collections_of_Segment_Objects.html b/docs/docs/Manipulating_Collections_of_Segment_Objects.html
index 29d3954..a3bfb74 100644
--- a/docs/docs/Manipulating_Collections_of_Segment_Objects.html
+++ b/docs/docs/Manipulating_Collections_of_Segment_Objects.html
@@ -49,7 +49,7 @@
<li class="toctree-l3"><a class="reference internal" href="#list-comprehensions">List Comprehensions</a></li>
<li class="toctree-l3"><a class="reference internal" href="#filtering">Filtering</a><ul>
<li class="toctree-l4"><a class="reference internal" href="#filtering-by-number-of-logs">Filtering by Number of Logs</a></li>
-<li class="toctree-l4"><a class="reference internal" href="#filtering-by-cutoff-time">Filtering by Cutoff Time</a></li>
+<li class="toctree-l4"><a class="reference internal" href="#filtering-by-time">Filtering by Time</a></li>
<li class="toctree-l4"><a class="reference internal" href="#filtering-by-segment-type">Filtering by Segment Type</a></li>
</ul>
</li>
@@ -171,18 +171,23 @@
</div>
<p>The above code removes <code class="docutils literal notranslate"><span class="pre">Segment</span></code> objects “0” and “1” since they contain less than 5 logs.</p>
</section>
-<section id="filtering-by-cutoff-time">
-<h3>Filtering by Cutoff Time<a class="headerlink" href="#filtering-by-cutoff-time" title="Permalink to this headline"></a></h3>
-<p>The <code class="docutils literal notranslate"><span class="pre">get_segments_before</span></code> function returns a new <code class="docutils literal notranslate"><span class="pre">Segments</span></code> object that contains all the <code class="docutils literal notranslate"><span class="pre">Segment</span></code> objects that
-have end times before the user given time. An example usage of this function is shown below:</p>
+<section id="filtering-by-time">
+<h3>Filtering by Time<a class="headerlink" href="#filtering-by-time" title="Permalink to this headline"></a></h3>
+<p>The <code class="docutils literal notranslate"><span class="pre">get_segments_before</span></code> and <code class="docutils literal notranslate"><span class="pre">get_segments_after</span></code> functions return a new <code class="docutils literal notranslate"><span class="pre">Segments</span></code> object that contains all the
+<code class="docutils literal notranslate"><span class="pre">Segment</span></code> objects that either have end times before the user given time or start times after the user given time. An
+example usage of each of these functions is shown below:</p>
<p><strong>Input:</strong></p>
<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="nb">print</span><span class="p">(</span><span class="s2">"Original Segments Object:"</span><span class="p">)</span>
<span class="nb">print</span><span class="p">(</span><span class="n">segments</span><span class="p">)</span>
-<span class="n">segments</span> <span class="o">=</span> <span class="n">segments</span><span class="o">.</span><span class="n">get_segments_before</span><span class="p">(</span><span class="mi">4</span><span class="p">)</span>
+<span class="n">segments_before</span> <span class="o">=</span> <span class="n">segments</span><span class="o">.</span><span class="n">get_segments_before</span><span class="p">(</span><span class="mi">4</span><span class="p">)</span>
+<span class="n">segments_after</span> <span class="o">=</span> <span class="n">segments</span><span class="o">.</span><span class="n">get_segments_after</span><span class="p">(</span><span class="mi">3</span><span class="p">)</span>
-<span class="nb">print</span><span class="p">(</span><span class="s2">"</span><span class="se">\n</span><span class="s2">Filtered Segments Object:"</span><span class="p">)</span>
-<span class="nb">print</span><span class="p">(</span><span class="n">segments</span><span class="p">)</span>
+<span class="nb">print</span><span class="p">(</span><span class="s2">"</span><span class="se">\n</span><span class="s2">Filtered Segments Object (Before):"</span><span class="p">)</span>
+<span class="nb">print</span><span class="p">(</span><span class="n">segments_before</span><span class="p">)</span>
+
+<span class="nb">print</span><span class="p">(</span><span class="s2">"</span><span class="se">\n</span><span class="s2">Filtered Segments Object (After):"</span><span class="p">)</span>
+<span class="nb">print</span><span class="p">(</span><span class="n">segments_after</span><span class="p">)</span>
</pre></div>
</div>
<p><strong>Console Output:</strong></p>
@@ -194,15 +199,21 @@
<span class="go">Segment: segment_name=3, start=4, end=5, num_logs=7, generate_field_name=None, generate_matched_values=None, segment_type=Segment_Type.DEADSPACE</span>
<span class="go">]</span>
-<span class="go">Filtered Segments Object:</span>
+<span class="go">Filtered Segments Object (Before):</span>
<span class="go">Segments: [</span>
<span class="go">Segment: segment_name=0, start=1, end=2, num_logs=3, generate_field_name=None, generate_matched_values=None, segment_type=Segment_Type.FIXED_TIME</span>
<span class="go">Segment: segment_name=1, start=2, end=3, num_logs=0, generate_field_name=None, generate_matched_values=None, segment_type=Segment_Type.CREATE</span>
<span class="go">]</span>
+
+<span class="go">Filtered Segments Object (After):</span>
+<span class="go">Segments: [</span>
+<span class="go">Segment: segment_name=3, start=4, end=5, num_logs=7, generate_field_name=None, generate_matched_values=None, segment_type=Segment_Type.DEADSPACE</span>
+<span class="go">]</span>
</pre></div>
</div>
-<p>The above output shows that the <code class="docutils literal notranslate"><span class="pre">get_segments_before</span></code> function filtered out any <code class="docutils literal notranslate"><span class="pre">Segment</span></code> object that had an end time
-after or including 4.</p>
+<p>The above output shows that the <code class="docutils literal notranslate"><span class="pre">get_segments_before</span></code> function filtered out any <code class="docutils literal notranslate"><span class="pre">Segment</span></code> that had an end time
+after or including 4 and that the <code class="docutils literal notranslate"><span class="pre">get_segments_after</span></code> function filtered out any <code class="docutils literal notranslate"><span class="pre">Segment</span></code> with a start time less than
+or equal to 3.</p>
</section>
<section id="filtering-by-segment-type">
<h3>Filtering by Segment Type<a class="headerlink" href="#filtering-by-segment-type" title="Permalink to this headline"></a></h3>
diff --git a/docs/docs/Utilities.html b/docs/docs/Utilities.html
index f6af10a..8e9d11d 100644
--- a/docs/docs/Utilities.html
+++ b/docs/docs/Utilities.html
@@ -19,7 +19,7 @@
<link rel="index" title="Index" href="genindex.html" />
<link rel="search" title="Search" href="search.html" />
<link rel="next" title="Utility Functions" href="Utility_Functions.html" />
- <link rel="prev" title="Process" href="Process.html" />
+ <link rel="prev" title="Processing Functions" href="Process_Docs.html" />
</head>
<body class="wy-body-for-nav">
@@ -88,7 +88,7 @@
</div>
</div>
<footer><div class="rst-footer-buttons" role="navigation" aria-label="Footer">
- <a href="Process.html" class="btn btn-neutral float-left" title="Process" accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left" aria-hidden="true"></span> Previous</a>
+ <a href="Process_Docs.html" class="btn btn-neutral float-left" title="Processing Functions" accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left" aria-hidden="true"></span> Previous</a>
<a href="Utility_Functions.html" class="btn btn-neutral float-right" title="Utility Functions" accesskey="n" rel="next">Next <span class="fa fa-arrow-circle-right" aria-hidden="true"></span></a>
</div>
diff --git a/docs/docs/_sources/Manipulating_Collections_of_Segment_Objects.rst.txt b/docs/docs/_sources/Manipulating_Collections_of_Segment_Objects.rst.txt
index fd5d3f1..0be3426 100644
--- a/docs/docs/_sources/Manipulating_Collections_of_Segment_Objects.rst.txt
+++ b/docs/docs/_sources/Manipulating_Collections_of_Segment_Objects.rst.txt
@@ -84,10 +84,11 @@
The above code removes ``Segment`` objects "0" and "1" since they contain less than 5 logs.
-Filtering by Cutoff Time
-************************
-The ``get_segments_before`` function returns a new ``Segments`` object that contains all the ``Segment`` objects that
-have end times before the user given time. An example usage of this function is shown below:
+Filtering by Time
+*****************
+The ``get_segments_before`` and ``get_segments_after`` functions return a new ``Segments`` object that contains all the
+``Segment`` objects that either have end times before the user given time or start times after the user given time. An
+example usage of each of these functions is shown below:
**Input:**
@@ -96,10 +97,14 @@
print("Original Segments Object:")
print(segments)
- segments = segments.get_segments_before(4)
+ segments_before = segments.get_segments_before(4)
+ segments_after = segments.get_segments_after(3)
- print("\nFiltered Segments Object:")
- print(segments)
+ print("\nFiltered Segments Object (Before):")
+ print(segments_before)
+
+ print("\nFiltered Segments Object (After):")
+ print(segments_after)
**Console Output:**
@@ -113,14 +118,20 @@
Segment: segment_name=3, start=4, end=5, num_logs=7, generate_field_name=None, generate_matched_values=None, segment_type=Segment_Type.DEADSPACE
]
- Filtered Segments Object:
+ Filtered Segments Object (Before):
Segments: [
Segment: segment_name=0, start=1, end=2, num_logs=3, generate_field_name=None, generate_matched_values=None, segment_type=Segment_Type.FIXED_TIME
Segment: segment_name=1, start=2, end=3, num_logs=0, generate_field_name=None, generate_matched_values=None, segment_type=Segment_Type.CREATE
]
-The above output shows that the ``get_segments_before`` function filtered out any ``Segment`` object that had an end time
-after or including 4.
+ Filtered Segments Object (After):
+ Segments: [
+ Segment: segment_name=3, start=4, end=5, num_logs=7, generate_field_name=None, generate_matched_values=None, segment_type=Segment_Type.DEADSPACE
+ ]
+
+The above output shows that the ``get_segments_before`` function filtered out any ``Segment`` that had an end time
+after or including 4 and that the ``get_segments_after`` function filtered out any ``Segment`` with a start time less than
+or equal to 3.
Filtering by Segment Type
*************************
diff --git a/docs/docs/searchindex.js b/docs/docs/searchindex.js
index b8d5953..88e4379 100644
--- a/docs/docs/searchindex.js
+++ b/docs/docs/searchindex.js
@@ -1 +1 @@
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\ No newline at end of file
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\ No newline at end of file
diff --git a/tests/test_segments.py b/tests/test_segments.py
index d403d89..d1b96ce 100644
--- a/tests/test_segments.py
+++ b/tests/test_segments.py
@@ -196,6 +196,37 @@
assert result5[2].segment_name == "2"
assert result5[3].segment_name == "3"
+def test_get_segments_after_integer():
+ data = testing_utils.setup("./data/sample_data.json", "integer")
+ sorted_dict = data[1]
+
+ segments = distill.generate_fixed_time_segments(sorted_dict, 5)
+
+ result1 = segments.get_segments_after(1623691909728)
+ assert len(result1) == 0
+
+ result2 = segments.get_segments_after(1623691900656)
+ assert len(result2) == 1
+ assert result2[0].segment_name == "3"
+
+ result3 = segments.get_segments_after(1623691895656)
+ assert len(result3) == 2
+ assert result3[0].segment_name == "2"
+ assert result3[1].segment_name == "3"
+
+ result4 = segments.get_segments_after(1623691890656)
+ assert len(result4) == 3
+ assert result4[0].segment_name == "1"
+ assert result4[1].segment_name == "2"
+ assert result4[2].segment_name == "3"
+
+ result5 = segments.get_segments_after(1623691000000)
+ assert len(result5) == 4
+ assert result5[0].segment_name == "0"
+ assert result5[1].segment_name == "1"
+ assert result5[2].segment_name == "2"
+ assert result5[3].segment_name == "3"
+
def test_get_segments_before_datetime():
data = testing_utils.setup("./data/sample_data.json", "datetime")
sorted_dict = data[1]
@@ -227,6 +258,37 @@
assert result5[2].segment_name == "2"
assert result5[3].segment_name == "3"
+def test_get_segments_after_datetime():
+ data = testing_utils.setup("./data/sample_data.json", "datetime")
+ sorted_dict = data[1]
+
+ segments = distill.generate_fixed_time_segments(sorted_dict, 5)
+
+ result1 = segments.get_segments_after(testing_utils.to_datetime(1623691909728))
+ assert len(result1) == 0
+
+ result2 = segments.get_segments_after(testing_utils.to_datetime(1623691900656))
+ assert len(result2) == 1
+ assert result2[0].segment_name == "3"
+
+ result3 = segments.get_segments_after(testing_utils.to_datetime(1623691895656))
+ assert len(result3) == 2
+ assert result3[0].segment_name == "2"
+ assert result3[1].segment_name == "3"
+
+ result4 = segments.get_segments_after(testing_utils.to_datetime(1623691890656))
+ assert len(result4) == 3
+ assert result4[0].segment_name == "1"
+ assert result4[1].segment_name == "2"
+ assert result4[2].segment_name == "3"
+
+ result5 = segments.get_segments_after(testing_utils.to_datetime(1623691000000))
+ assert len(result5) == 4
+ assert result5[0].segment_name == "0"
+ assert result5[1].segment_name == "1"
+ assert result5[2].segment_name == "2"
+ assert result5[3].segment_name == "3"
+
def test_get_segments_before_error_1():
with pytest.raises(TypeError):
data = testing_utils.setup("./data/sample_data.json", "integer")
