@@ -192,7 +192,7 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
192192</ dd >
193193</ dl >
194194< p class ="rubric "> Examples</ p >
195- < div class ="highlight-default notranslate "> < div class ="highlight "> < pre > < span > </ span > < span class ="gp "> >>> </ span > < span class ="n "> age_band_10_years</ span > < span class ="p "> (</ span > < span class ="mi "> 3</ span > < span class ="p "> )</ span >
195+ < div class ="doctest highlight-default notranslate "> < div class ="highlight "> < pre > < span > </ span > < span class ="gp "> >>> </ span > < span class ="n "> age_band_10_years</ span > < span class ="p "> (</ span > < span class ="mi "> 3</ span > < span class ="p "> )</ span >
196196< span class ="go "> '0-9'</ span >
197197< span class ="gp "> >>> </ span > < span class ="n "> age_band_10_years</ span > < span class ="p "> (</ span > < span class ="kc "> None</ span > < span class ="p "> )</ span >
198198< span class ="go "> 'Age not known'</ span >
@@ -220,7 +220,7 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
220220</ dd >
221221</ dl >
222222< p class ="rubric "> Examples</ p >
223- < div class ="highlight-default notranslate "> < div class ="highlight "> < pre > < span > </ span > < span class ="gp "> >>> </ span > < span class ="n "> age_band_5_years</ span > < span class ="p "> (</ span > < span class ="mi "> 3</ span > < span class ="p "> )</ span >
223+ < div class ="doctest highlight-default notranslate "> < div class ="highlight "> < pre > < span > </ span > < span class ="gp "> >>> </ span > < span class ="n "> age_band_5_years</ span > < span class ="p "> (</ span > < span class ="mi "> 3</ span > < span class ="p "> )</ span >
224224< span class ="go "> '0-4'</ span >
225225< span class ="gp "> >>> </ span > < span class ="n "> age_band_5_years</ span > < span class ="p "> (</ span > < span class ="kc "> None</ span > < span class ="p "> )</ span >
226226< span class ="go "> 'Age not known'</ span >
@@ -255,7 +255,7 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
255255</ dd >
256256</ dl >
257257< p class ="rubric "> Examples</ p >
258- < div class ="highlight-default notranslate "> < div class ="highlight "> < pre > < span > </ span > < span class ="gp "> >>> </ span > < span class ="n "> check_consistent_measures</ span > < span class ="p "> (</ span >
258+ < div class ="doctest highlight-default notranslate "> < div class ="highlight "> < pre > < span > </ span > < span class ="gp "> >>> </ span > < span class ="n "> check_consistent_measures</ span > < span class ="p "> (</ span >
259259< span class ="gp "> ... </ span > < span class ="n "> pd</ span > < span class ="o "> .</ span > < span class ="n "> DataFrame</ span > < span class ="p "> ({</ span >
260260< span class ="gp "> ... </ span > < span class ="s2 "> "Geog"</ span > < span class ="p "> :</ span > < span class ="p "> [</ span > < span class ="s2 "> "National"</ span > < span class ="p "> ,</ span > < span class ="s2 "> "National"</ span > < span class ="p "> ,</ span > < span class ="s2 "> "Region"</ span > < span class ="p "> ,</ span > < span class ="s2 "> "Region"</ span > < span class ="p "> ,</ span > < span class ="s2 "> "Local"</ span > < span class ="p "> ,</ span > < span class ="s2 "> "Local"</ span > < span class ="p "> ,],</ span >
261261< span class ="gp "> ... </ span > < span class ="s2 "> "measure"</ span > < span class ="p "> :</ span > < span class ="p "> [</ span > < span class ="s2 "> "m1"</ span > < span class ="p "> ,</ span > < span class ="s2 "> "m2"</ span > < span class ="p "> ,</ span > < span class ="s2 "> "m1"</ span > < span class ="p "> ,</ span > < span class ="s2 "> "m2"</ span > < span class ="p "> ,</ span > < span class ="s2 "> "m1"</ span > < span class ="p "> ,</ span > < span class ="s2 "> "m2"</ span > < span class ="p "> ,],</ span >
@@ -304,7 +304,7 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
304304</ dd >
305305</ dl >
306306< p class ="rubric "> Examples</ p >
307- < div class ="highlight-default notranslate "> < div class ="highlight "> < pre > < span > </ span > < span class ="gp "> >>> </ span > < span class ="n "> check_consistent_submissions</ span > < span class ="p "> (</ span >
307+ < div class ="doctest highlight-default notranslate "> < div class ="highlight "> < pre > < span > </ span > < span class ="gp "> >>> </ span > < span class ="n "> check_consistent_submissions</ span > < span class ="p "> (</ span >
308308< span class ="gp "> ... </ span > < span class ="n "> pd</ span > < span class ="o "> .</ span > < span class ="n "> DataFrame</ span > < span class ="p "> ({</ span >
309309< span class ="gp "> ... </ span > < span class ="s2 "> "Geog"</ span > < span class ="p "> :</ span > < span class ="p "> [</ span > < span class ="s2 "> "N"</ span > < span class ="p "> ,</ span > < span class ="s2 "> "N"</ span > < span class ="p "> ,</ span > < span class ="s2 "> "Region"</ span > < span class ="p "> ,</ span > < span class ="s2 "> "Region"</ span > < span class ="p "> ,</ span > < span class ="s2 "> "Local"</ span > < span class ="p "> ,</ span > < span class ="s2 "> "Local"</ span > < span class ="p "> ,],</ span >
310310< span class ="gp "> ... </ span > < span class ="s2 "> "measure"</ span > < span class ="p "> :</ span > < span class ="p "> [</ span > < span class ="s2 "> "m1"</ span > < span class ="p "> ,</ span > < span class ="s2 "> "m2"</ span > < span class ="p "> ,</ span > < span class ="s2 "> "m1"</ span > < span class ="p "> ,</ span > < span class ="s2 "> "m2"</ span > < span class ="p "> ,</ span > < span class ="s2 "> "m1"</ span > < span class ="p "> ,</ span > < span class ="s2 "> "m2"</ span > < span class ="p "> ,],</ span >
@@ -358,7 +358,7 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
358358</ dd >
359359</ dl >
360360< p class ="rubric "> Examples</ p >
361- < div class ="highlight-default notranslate "> < div class ="highlight "> < pre > < span > </ span > < span class ="gp "> >>> </ span > < span class ="n "> check_nat_val</ span > < span class ="p "> (</ span >
361+ < div class ="doctest highlight-default notranslate "> < div class ="highlight "> < pre > < span > </ span > < span class ="gp "> >>> </ span > < span class ="n "> check_nat_val</ span > < span class ="p "> (</ span >
362362< span class ="gp "> ... </ span > < span class ="n "> df</ span > < span class ="o "> =</ span > < span class ="n "> pd</ span > < span class ="o "> .</ span > < span class ="n "> DataFrame</ span > < span class ="p "> ({</ span >
363363< span class ="gp "> ... </ span > < span class ="s2 "> "Breakdown"</ span > < span class ="p "> :</ span > < span class ="p "> [</ span > < span class ="s1 "> 'National'</ span > < span class ="p "> ,</ span > < span class ="s1 "> 'CCG'</ span > < span class ="p "> ,</ span > < span class ="s1 "> 'CCG'</ span > < span class ="p "> ,</ span > < span class ="s1 "> 'Provider'</ span > < span class ="p "> ,</ span > < span class ="s1 "> 'Provider'</ span > < span class ="p "> ,</ span >
364364< span class ="gp "> ... </ span > < span class ="s1 "> 'National'</ span > < span class ="p "> ,</ span > < span class ="s1 "> 'CCG'</ span > < span class ="p "> ,</ span > < span class ="s1 "> 'CCG'</ span > < span class ="p "> ,</ span > < span class ="s1 "> 'Provider'</ span > < span class ="p "> ,</ span > < span class ="s1 "> 'Provider'</ span > < span class ="p "> ,</ span > < span class ="s1 "> 'National'</ span > < span class ="p "> ,</ span > < span class ="s1 "> 'CCG'</ span > < span class ="p "> ,</ span > < span class ="s1 "> 'CCG'</ span > < span class ="p "> ,</ span >
@@ -401,7 +401,8 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
401401< dt id ="codonPython.check_null.check_null ">
402402< code class ="sig-prename descclassname "> codonPython.check_null.</ code > < code class ="sig-name descname "> check_null</ code > < span class ="sig-paren "> (</ span > < em class ="sig-param "> dataframe: pandas.core.frame.DataFrame</ em > , < em class ="sig-param "> columns_to_be_checked: list</ em > < span class ="sig-paren "> )</ span > → int< a class ="headerlink " href ="#codonPython.check_null.check_null " title ="Permalink to this definition "> ¶</ a > </ dt >
403403< dd > < p > Checks a pandas dataframe for null values</ p >
404- < p > This function takes a pandas dataframe supplied as an argument and returns a integer value representing any null values found within the columns to check</ p >
404+ < p > This function takes a pandas dataframe supplied as an argument and returns a integer value
405+ representing any null values found within the columns to check.</ p >
405406< dl class ="field-list simple ">
406407< dt class ="field-odd "> Parameters</ dt >
407408< dd class ="field-odd "> < ul class ="simple ">
@@ -417,7 +418,7 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
417418</ dd >
418419</ dl >
419420< p class ="rubric "> Examples</ p >
420- < div class ="highlight-default notranslate "> < div class ="highlight "> < pre > < span > </ span > < span class ="gp "> >>> </ span > < span class ="n "> check_null</ span > < span class ="p "> (</ span > < span class ="n "> dataframe</ span > < span class ="o "> =</ span > < span class ="n "> pd</ span > < span class ="o "> .</ span > < span class ="n "> DataFrame</ span > < span class ="p "> ({</ span > < span class ="s1 "> 'col1'</ span > < span class ="p "> :</ span > < span class ="p "> [</ span > < span class ="mi "> 1</ span > < span class ="p "> ,</ span > < span class ="mi "> 2</ span > < span class ="p "> ],</ span > < span class ="s1 "> 'col2'</ span > < span class ="p "> :</ span > < span class ="p "> [</ span > < span class ="mi "> 3</ span > < span class ="p "> ,</ span > < span class ="mi "> 4</ span > < span class ="p "> ]}),</ span > < span class ="n "> columns_to_be_checked</ span > < span class ="o "> =</ span > < span class ="p "> [</ span > < span class ="s1 "> 'col1'</ span > < span class ="p "> ,</ span > < span class ="s1 "> 'col2'</ span > < span class ="p "> ])</ span >
421+ < div class ="doctest highlight-default notranslate "> < div class ="highlight "> < pre > < span > </ span > < span class ="gp "> >>> </ span > < span class ="n "> check_null</ span > < span class ="p "> (</ span > < span class ="n "> dataframe</ span > < span class ="o "> =</ span > < span class ="n "> pd</ span > < span class ="o "> .</ span > < span class ="n "> DataFrame</ span > < span class ="p "> ({</ span > < span class ="s1 "> 'col1'</ span > < span class ="p "> :</ span > < span class ="p "> [</ span > < span class ="mi "> 1</ span > < span class ="p "> ,</ span > < span class ="mi "> 2</ span > < span class ="p "> ],</ span > < span class ="s1 "> 'col2'</ span > < span class ="p "> :</ span > < span class ="p "> [</ span > < span class ="mi "> 3</ span > < span class ="p "> ,</ span > < span class ="mi "> 4</ span > < span class ="p "> ]}),</ span > < span class ="n "> columns_to_be_checked</ span > < span class ="o "> =</ span > < span class ="p "> [</ span > < span class ="s1 "> 'col1'</ span > < span class ="p "> ,</ span > < span class ="s1 "> 'col2'</ span > < span class ="p "> ])</ span >
421422< span class ="go "> 0</ span >
422423< span class ="gp "> >>> </ span > < span class ="n "> check_null</ span > < span class ="p "> (</ span > < span class ="n "> dataframe</ span > < span class ="o "> =</ span > < span class ="n "> pd</ span > < span class ="o "> .</ span > < span class ="n "> DataFrame</ span > < span class ="p "> ({</ span > < span class ="s1 "> 'col1'</ span > < span class ="p "> :</ span > < span class ="p "> [</ span > < span class ="mi "> 1</ span > < span class ="p "> ,</ span > < span class ="n "> numpy</ span > < span class ="o "> .</ span > < span class ="n "> nan</ span > < span class ="p "> ],</ span > < span class ="s1 "> 'col2'</ span > < span class ="p "> :</ span > < span class ="p "> [</ span > < span class ="mi "> 3</ span > < span class ="p "> ,</ span > < span class ="mi "> 4</ span > < span class ="p "> ]}),</ span > < span class ="n "> columns_to_be_checked</ span > < span class ="o "> =</ span > < span class ="p "> [</ span > < span class ="s1 "> 'col1'</ span > < span class ="p "> ])</ span >
423424< span class ="go "> 1</ span >
@@ -445,7 +446,7 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
445446</ dd >
446447</ dl >
447448< p class ="rubric "> Examples</ p >
448- < div class ="highlight-default notranslate "> < div class ="highlight "> < pre > < span > </ span > < span class ="gp "> >>> </ span > < span class ="n "> validDate</ span > < span class ="p "> (</ span > < span class ="s2 "> "11/02/1996"</ span > < span class ="p "> )</ span >
449+ < div class ="doctest highlight-default notranslate "> < div class ="highlight "> < pre > < span > </ span > < span class ="gp "> >>> </ span > < span class ="n "> validDate</ span > < span class ="p "> (</ span > < span class ="s2 "> "11/02/1996"</ span > < span class ="p "> )</ span >
449450< span class ="go "> True</ span >
450451< span class ="gp "> >>> </ span > < span class ="n "> validDate</ span > < span class ="p "> (</ span > < span class ="s2 "> "29/02/2016"</ span > < span class ="p "> )</ span >
451452< span class ="go "> True</ span >
@@ -542,11 +543,11 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
542543</ dd >
543544</ dl >
544545< p class ="rubric "> Examples</ p >
545- < div class ="highlight-default notranslate "> < div class ="highlight "> < pre > < span > </ span > < span class ="gp "> >>> </ span > < span class ="n "> file_search</ span > < span class ="p "> (</ span > < span class ="n "> doctype</ span > < span class ="o "> =</ span > < span class ="s1 "> 'md'</ span > < span class ="p "> )</ span >
546+ < div class ="doctest highlight-default notranslate "> < div class ="highlight "> < pre > < span > </ span > < span class ="gp "> >>> </ span > < span class ="n "> file_search</ span > < span class ="p "> (</ span > < span class ="n "> doctype</ span > < span class ="o "> =</ span > < span class ="s1 "> 'md'</ span > < span class ="p "> )</ span >
546547< span class ="go "> ['README.md', 'CONTRIBUTING.md']</ span >
547548</ pre > </ div >
548549</ div >
549- < div class ="highlight-default notranslate "> < div class ="highlight "> < pre > < span > </ span > < span class ="gp "> >>> </ span > < span class ="n "> file_search</ span > < span class ="p "> (</ span > < span class ="n "> doctype</ span > < span class ="o "> =</ span > < span class ="s1 "> 'md'</ span > < span class ="p "> ,</ span > < span class ="n "> like</ span > < span class ="o "> =</ span > < span class ="p "> [</ span > < span class ="s1 "> 'READ'</ span > < span class ="p "> ])</ span >
550+ < div class ="doctest highlight-default notranslate "> < div class ="highlight "> < pre > < span > </ span > < span class ="gp "> >>> </ span > < span class ="n "> file_search</ span > < span class ="p "> (</ span > < span class ="n "> doctype</ span > < span class ="o "> =</ span > < span class ="s1 "> 'md'</ span > < span class ="p "> ,</ span > < span class ="n "> like</ span > < span class ="o "> =</ span > < span class ="p "> [</ span > < span class ="s1 "> 'READ'</ span > < span class ="p "> ])</ span >
550551< span class ="go "> ['README.md']</ span >
551552</ pre > </ div >
552553</ div >
@@ -661,7 +662,7 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
661662</ dd >
662663</ dl >
663664< p class ="rubric "> Examples</ p >
664- < div class ="highlight-default notranslate "> < div class ="highlight "> < pre > < span > </ span > < span class ="gp "> >>> </ span > < span class ="n "> nhsNumberGenerator</ span > < span class ="p "> (</ span > < span class ="mi "> 2</ span > < span class ="p "> ,</ span > < span class ="n "> random_state</ span > < span class ="o "> =</ span > < span class ="mi "> 42</ span > < span class ="p "> )</ span >
665+ < div class ="doctest highlight-default notranslate "> < div class ="highlight "> < pre > < span > </ span > < span class ="gp "> >>> </ span > < span class ="n "> nhsNumberGenerator</ span > < span class ="p "> (</ span > < span class ="mi "> 2</ span > < span class ="p "> ,</ span > < span class ="n "> random_state</ span > < span class ="o "> =</ span > < span class ="mi "> 42</ span > < span class ="p "> )</ span >
665666< span class ="go "> [8429141456, 2625792787]</ span >
666667</ pre > </ div >
667668</ div >
@@ -684,7 +685,7 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
684685</ dd >
685686</ dl >
686687< p class ="rubric "> Examples</ p >
687- < div class ="highlight-default notranslate "> < div class ="highlight "> < pre > < span > </ span > < span class ="gp "> >>> </ span > < span class ="n "> nhsNumberValidator</ span > < span class ="p "> (</ span > < span class ="mi "> 8429141456</ span > < span class ="p "> )</ span >
688+ < div class ="doctest highlight-default notranslate "> < div class ="highlight "> < pre > < span > </ span > < span class ="gp "> >>> </ span > < span class ="n "> nhsNumberValidator</ span > < span class ="p "> (</ span > < span class ="mi "> 8429141456</ span > < span class ="p "> )</ span >
688689< span class ="go "> True</ span >
689690< span class ="gp "> >>> </ span > < span class ="n "> nhsNumberValidator</ span > < span class ="p "> (</ span > < span class ="mi "> 8429141457</ span > < span class ="p "> )</ span >
690691< span class ="go "> False</ span >
@@ -719,7 +720,7 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
719720</ dd >
720721</ dl >
721722< p class ="rubric "> Examples</ p >
722- < div class ="highlight-default notranslate "> < div class ="highlight "> < pre > < span > </ span > < span class ="gp "> >>> </ span > < span class ="n "> suppress_value</ span > < span class ="p "> (</ span > < span class ="mi "> 3</ span > < span class ="p "> )</ span >
723+ < div class ="doctest highlight-default notranslate "> < div class ="highlight "> < pre > < span > </ span > < span class ="gp "> >>> </ span > < span class ="n "> suppress_value</ span > < span class ="p "> (</ span > < span class ="mi "> 3</ span > < span class ="p "> )</ span >
723724< span class ="go "> '*'</ span >
724725< span class ="gp "> >>> </ span > < span class ="n "> suppress_value</ span > < span class ="p "> (</ span > < span class ="mi "> 24</ span > < span class ="p "> )</ span >
725726< span class ="go "> '25'</ span >
@@ -818,7 +819,7 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
818819</ dd >
819820</ dl >
820821< p class ="rubric "> Examples</ p >
821- < div class ="highlight-default notranslate "> < div class ="highlight "> < pre > < span > </ span > < span class ="gp "> >>> </ span > < span class ="n "> check_tolerance</ span > < span class ="p "> (</ span >
822+ < div class ="doctest highlight-default notranslate "> < div class ="highlight "> < pre > < span > </ span > < span class ="gp "> >>> </ span > < span class ="n "> check_tolerance</ span > < span class ="p "> (</ span >
822823< span class ="gp "> ... </ span > < span class ="n "> t</ span > < span class ="o "> =</ span > < span class ="n "> pd</ span > < span class ="o "> .</ span > < span class ="n "> Series</ span > < span class ="p "> ([</ span > < span class ="mi "> 1001</ span > < span class ="p "> ,</ span > < span class ="mi "> 1002</ span > < span class ="p "> ,</ span > < span class ="mi "> 1003</ span > < span class ="p "> ,</ span > < span class ="mi "> 1004</ span > < span class ="p "> ,</ span > < span class ="mi "> 1005</ span > < span class ="p "> ,</ span > < span class ="mi "> 1006</ span > < span class ="p "> ]),</ span >
823824< span class ="gp "> ... </ span > < span class ="n "> y</ span > < span class ="o "> =</ span > < span class ="n "> pd</ span > < span class ="o "> .</ span > < span class ="n "> Series</ span > < span class ="p "> ([</ span > < span class ="mi "> 2</ span > < span class ="p "> ,</ span > < span class ="mi "> 3</ span > < span class ="p "> ,</ span > < span class ="mi "> 4</ span > < span class ="p "> ,</ span > < span class ="mf "> 4.5</ span > < span class ="p "> ,</ span > < span class ="mi "> 5</ span > < span class ="p "> ,</ span > < span class ="mf "> 5.1</ span > < span class ="p "> ]),</ span >
824825< span class ="gp "> ... </ span > < span class ="n "> to_exclude</ span > < span class ="o "> =</ span > < span class ="mi "> 2</ span > < span class ="p "> ,</ span >
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