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==Isothermal== ===Structure=== {| class="PGEclass" style="float:right; margin-right: 20px; border-style: solid; border-width: 3px border-color: black" |- ! style="height: 125px; width: 125px; background-color:white;" | <font size="-1">[[H_BookTiledMenu#MoreModels|<b>Equilibrium<br />Sequence<br />Turning-Points</b><br /><font color="green">♥</font>]]</font> |} Once a central density, <math>~\rho_c</math>, and constituent fluid sound speed, <math>~c_s</math>, have been specified, the internal structure of an equilibrium, isothermal sphere can be completely described in terms of the function, <math>~\psi(\xi) \equiv \ln(\rho_c/\rho)</math>, which is a solution of the, <div align="center"> <table border="0" cellpadding="8" align="center"> <tr><td align="center"> <font color="maroon"><b>Isothermal Lane-Emden Equation</b></font> <p></p> {{ Math/EQ_SSLaneEmden02 }} </td></tr> </table> </div> subject to the boundary conditions, <math>~ \psi = 0</math> and <math>~d\psi/d\xi = 0</math> at <math>~\xi = 0</math>. Using numerical integration techniques, the function, <math>~\psi(\xi)</math>, and its first derivative have been evaluated at discrete locations throughout the isothermal sphere and published by [[SSC/Structure/IsothermalSphere#Emden.27s_Numerical_Solution|Emden (1907)]] and by [http://adsabs.harvard.edu/abs/1949ApJ...109..551C Chandrasekhar & Wares (1949)]. In an [[SSC/Structure/IsothermalSphere#Our_Numerical_Integration|accompanying discussion]], we describe the steps that we have used to independently integrate this 2<sup>nd</sup>-order ODE in order to construct numerical models of equilibrium configurations for the stability analyses described herein. In isolation, the isothermal sphere extends to infinity. But configurations of finite extent can be constructed by truncating the function, <math>~\psi</math>, at some radius, <math>~0 < \tilde\xi < \infty</math> — such that the surface density is finite and set by the value of <math>~\tilde\psi \equiv \psi(\tilde\xi)</math> — and embedding the configuration in a hot, tenuous medium that exerts an "external" pressure, <math>~P_e = c_s^2 \rho_c e^{-\tilde\psi}</math>, uniformly across the surface of the — now, truncated — sphere. The internal structure of such a "pressure-truncated" isothermal sphere is completely describable in terms of the same function, <math>~\psi(\xi)</math>, that describes the structure of the isolated isothermal sphere, except that beyond <math>~\tilde\xi</math> the function becomes physically irrelevant. A ''sequence'' of equilibrium, pressure-truncated isothermal spheres is readily defined by varying the value of <math>~\tilde\xi</math>. Figure 1 displays the behavior of such an equilibrium sequence, as viewed from three different astrophysical perspectives (in all cases, <math>~c_s</math> is held fixed while <math>~\tilde\xi</math> is varied monotonically along the sequence): ''Left panel'' — A diagram showing how the truncated configuration's equilibrium volume varies with the externally applied pressure, if the configuration's mass is held fixed. ''Center panel'' — A diagram showing how the truncated configuration's mass varies with the equilibrium radius, if the external pressure is held fixed. ''Right panel'' — A diagram that shows how the configuration's mass varies with central density, if the external pressure is held fixed. <div align="center" id="Fig1"> <table border="1" align="center" cellpadding="8" width="1050px"> <tr> <td align="center" colspan="5"> <b>Figure 1:</b> Equilibrium Sequences of Pressure-Truncated Isothermal Spheres<br />(viewed from three different astrophysical perspectives) </td> </tr> <tr> <td align="center"><font color="black" size="+2">●</font></td><td align="center"><math>~\xi_e</math></td> <td align="center" width="300px"><sup>†</sup>External Pressure vs. Volume<br /><font size="-1">(Fixed Mass)</font></td> <td align="center" width="300px">Mass vs. Radius<br /><font size="-1">(Fixed External Pressure)</font></td> <td align="center" width="300px"><sup>‡</sup>Mass vs. Central Density<br /><font size="-1">(Fixed External Pressure)</font></td> </tr> <tr> <td align="center" colspan="1"><font color="yellow" size="+2">●</font></td> <td align="right" colspan="1">4.05</td> <td align="center" colspan="1" rowspan="7"> [[File:IsothermalTrunc4.png|300px|center|Pressure-Truncated Isothermal Equilibrium Sequence]] </td> <td align="center" colspan="1" rowspan="7"> [[File:IsothermalTrunc12.png|300px|center|Pressure-Truncated Isothermal Equilibrium Sequence]] </td> <td align="center" colspan="1" rowspan="7"> [[File:IsothermalTrunc11.png|300px|center|Pressure-Truncated Isothermal Equilibrium Sequence]] </td> </tr> <tr> <td align="center" colspan="1"><font color="darkgreen" size="+2">●</font></td> <td align="right" colspan="1">6.45</td> </tr> <tr> <td align="center" colspan="1"><font color="purple" size="+2">●</font></td> <td align="right" colspan="1">9.00</td> </tr> <tr> <td align="center" colspan="1"><font color="darkgreen" size="+2">●</font></td> <td align="right" colspan="1">67.00</td> </tr> <tr> <td align="center" colspan="1"><font color="purple" size="+2">●</font></td> <td align="right" colspan="1">98.50</td> </tr> <tr> <td align="center" colspan="1"><font color="darkgreen" size="+2">●</font></td> <td align="right" colspan="1">735.00</td> </tr> <tr> <td align="center" colspan="1"><font color="purple" size="+2">●</font></td> <td align="right" colspan="1">1060.00</td> </tr> <tr> <td align="center" colspan="2"> </td> <td align="center" colspan="1"><math>~\biggl(\frac{2^8}{3^4\cdot 5^3}\biggr) \biggl[\xi^4 \biggl(\frac{d\psi}{d\xi}\biggr)^2 e^{-\psi}\biggr]_\tilde\xi</math><br /> vs. <br /> <math>\biggl[ \biggl(\frac{2^2}{3 \cdot 5}\biggr) \xi \biggl(\frac{d\psi}{d\xi}\biggr)\biggr]^{-3}_\tilde\xi</math><br /> See also Fig. 1 of [http://adsabs.harvard.edu/abs/1956MNRAS.116..351B Bonnor (1956)] </td> <td align="center" colspan="1"><math>~\biggl[ \frac{\xi^2}{\sqrt{4\pi}} \biggl(\frac{d\psi}{d\xi}\biggr) e^{-\psi/2}\biggr]_\tilde\xi</math> <br /> vs. <br /> <math>~\frac{\tilde\xi}{\sqrt{4\pi}} ~e^{-\tilde\psi/2}</math><br />See also Fig. 12b of [http://adsabs.harvard.edu/abs/1983ApJ...268..165S Stahler (1983)]</td> <td align="center" colspan="1"><math>~\biggl[ \frac{\xi^2}{\sqrt{4\pi}} \biggl(\frac{d\psi}{d\xi}\biggr) e^{-\psi/2} \biggr]_\tilde\xi</math> <br /> vs. <br /> <math>~e^{\tilde\psi}</math><p></p> <br />See also Fig. 12a of [http://adsabs.harvard.edu/abs/1983ApJ...268..165S Stahler (1983)]</td> </tr> <tr> <td align="left" colspan="5"> <sup>†</sup>This is the classic P-V diagram that shows up in most discussions of [[SSC/Structure/BonnorEbert#Fig1|Bonnor-Ebert spheres]].<br /> <sup>‡</sup>In a similar diagram in which the radius (rather than external pressure) is held fixed, the purple (rather than green) markers identify mass extrema. </td> </tr> </table> </div> In Figure 1, the small, yellow circular marker identifies the configuration along each equilibrium sequence for which <math>~\tilde\xi = 4.05</math>. In the center panel it marks the approximate location of a "turning point" along the mass-radius equilibrium sequence; specifically, it identifies the configuration along the sequence that exhibits the maximum equilibrium radius. This yellow marker does not appear to be associated with any particularly special feature of the equilibrium sequence displayed in the left figure panel or the one displayed in the panel on the right. Moving along each of the displayed sequences, past the yellow marker, one encounters a small, green circular marker that identifies the configuration for which <math>~\tilde\xi = 6.45</math>. In the left panel, it marks the approximate location of another "turning point"; specifically, the turning point that identifies the external pressure above which no equilibrium configurations exist. This will henceforth be referred to as the <math>~P_e</math>-max turning point. It is clear that, in both the center panel and the right panel, this green marker is also associated with a turning point — the so-called ''Bonnor-Ebert limiting mass''. <span id="BonnorCondition">As</span> we have [[SSC/Structure/BonnorEbert#Limiting_Pressure_and_Maximum_Mass|reviewed in a separate chapter]], Bonnor was the first to point out, in the context of the <math>~P-V</math> diagram (left panel of Figure 1), that the precise location of the <math>~P_e</math>-max turning point is given by the configuration for which, <div align="center"> <math>~\biggl[e^{\psi} \biggl( \frac{d\psi}{d\xi}\biggr)^2\biggr]_{\tilde\xi} = 2 \, .</math> </div> We (and others before us) have determined numerically that this condition is satisfied for <math>~\tilde\xi \approx 6.451053</math>. Moving still further along each Figure 1 equilibrium sequence, one encounters in succession: a purple marker <math>~(\tilde\xi = 9)</math>; a green marker <math>~(\tilde\xi = 67)</math>; a purple marker <math>~(\tilde\xi = 98.5)</math>; a green marker <math>~(\tilde\xi = 735)</math>; and, finally, a purple marker <math>~(\tilde\xi = 1060)</math>. The two additional green markers were specifically put in place in the left panel of Figure 1 to identify the approximate locations of additional local extrema in the external pressure; and the three purple markers were put in place to identify the approximate locations of local extrema in the configuration volume. We see from the center and right panels that the configurations identified by the green markers are also associated with additional local extrema in the mass, but the purple markers do not appear to be associated with any particularly special feature of these two equilibrium sequences. ===Yabushita's Insight Regarding Stability=== {| class="Yabushita" style="float:left; margin-right: 20px; border-style: solid; border-width: 3px border-color: black" |- ! style="height: 125px; width: 125px; background-color:#ffeeee;" | <font size="-1">[[H_BookTiledMenu#MoreStabilityAnalyses|<b>Yabushita's<br />Analytic Sol'n for<br /> Marginally Unstable<br />Configurations</b>]]<br />(1974)</font> |} For any individual model along the equilibrium sequences depicted in Figure 1 — more specifically, for any choice of the truncation radius, <math>~\tilde\xi</math> — we can call upon traditional radial pulsation theory to determine the eigenvectors associated with that configuration's natural modes of radial oscillation. The determination of an eigenvector for a particular mode in a particular equilibrium model requires the simultaneous determination of how the fractional displacement, <math>~x \equiv \delta r/r</math>, varies with radial location throughout the configuration <math>~(0 < \xi \le \tilde\xi)</math>, and the associated (square of the) frequency of oscillation, <math>~\sigma_c^2 \equiv 3\omega^2/(2\pi G\rho_c)</math>, of that mode. Formally, in the context of pressure-truncated isothermal spheres, this is accomplished by solving the eigenvalue problem that is defined mathematically by the, <div align="center" id="IsothermalLAWE"> <font color="maroon"><b>Isothermal LAWE</b> (linear adiabatic wave equation)</font><br /> {{ Math/EQ_RadialPulsation03 }} </div> subject to the boundary conditions identified by [http://adsabs.harvard.edu/abs/1974MNRAS.168..427T Taff & Van Horn (1974)], namely, <div align="center"> <table border="0" cellpadding="5" align="center"> <tr> <td align="right"> <math>~\frac{dx}{d\xi} = 0</math> at <math>~\xi = 0</math> </td> <td align="center"> and </td> <td align="left"> <math>~\frac{d\ln x}{d\ln\xi} = - 3</math> at <math>~\xi = \tilde\xi</math>. </td> </tr> </table> </div> When pursuing this type of analysis, it is broadly appreciated that a ''stable'' mode of radial oscillation will exhibit an eigenvector with a ''positive'' value of <math>~\sigma_c^2</math>, while an eigenvector for which <math>~\sigma_c^2</math> is ''negative'' identifies a ''dynamically unstable'' mode of oscillation. In an [[SSC/Stability/Isothermal#From_the_Analysis_of_Taff_and_Van_Horn_.281974.29|accompanying discussion]], we have reviewed and replicated many aspects of the computational analysis presented by [http://adsabs.harvard.edu/abs/1974MNRAS.168..427T Taff & Van Horn (1974)] of radial modes of oscillation in pressure-truncated isothermal spheres. They restricted their analysis to models having <math>~2 \le \tilde\xi \le 10</math>, that is, to models in the vicinity of the <math>~P_e</math>-max turning point; see the left panel of our Figure 1, above. While focusing specifically on the ''fundamental'' mode of oscillation, Taff and Van Horn showed — as had [http://adsabs.harvard.edu/abs/1968MNRAS.140..109Y Yabushita (1968)] before them — that <math>~\sigma_c^2</math> is positive for configurations that lie to the right of the <math>~P_e</math>-max turning point, while it is negative for configurations that lie to the left of this turning point. This result supported the astrophysics community's widely held expectation that the <math>~P_e</math>-max turning point is associated with the onset of a dynamical instability in pressure-truncated isothermal spheres. In a pair of papers that, to date, have not been widely cited, Yabushita ([http://adsabs.harvard.edu/abs/1974MNRAS.167...95Y 1974], [http://adsabs.harvard.edu/abs/1975MNRAS.172..441Y 1975]) provided solid ''proof'' that the <math>~P_e</math>-max turning point precisely marks the onset of dynamical instability in pressure-truncated isothermal spheres. Specifically, he showed that, if the adiabatic exponent is assigned the value, <math>~\gamma_g = 1</math>, in which case the parameter, <math>~\alpha = -1</math>, the following analytically defined eigenvector provides an <div align="center"> <table border="0" cellpadding="5" align="center"> <tr> <td align="center" colspan="3"><font color="maroon"><b>Exact Solution to the Isothermal LAWE</b></font></td> </tr> <tr> <td align="right"> <math>~\sigma_c^2 = 0</math> </td> <td align="center"> and </td> <td align="left"> <math>~x = 1 - \biggl( \frac{1}{\xi e^{-\psi}}\biggr) \frac{d\psi}{d\xi} \, .</math> </td> </tr> </table> </div> (Note that, because <math>~\sigma_c^2 = 0</math>, this eigenvector must be associated with a configuration that is marginally [dynamically] unstable.) In an [[SSC/Stability/Isothermal#Yabushita_.281975.29|accompanying discussion]], we have demonstrated explicitly that this eigenvector is a solution to the isothermal LAWE. Along the way, we have also shown that the first logarithmic derivative of Yabushita's eigenfunction is given by the expression, <div align="center"> <table border="0" cellpadding="5" align="center"> <tr> <td align="right"> <math>~ - \frac{d\ln x}{d\ln\xi} </math> </td> <td align="center"> <math>~=</math> </td> <td align="left"> <math>~\frac{1}{x}\biggl[ \biggl(\frac{d\psi }{d\xi} \biggr)^2 e^\psi + 3x-2\biggr] \, .</math> </td> </tr> </table> </div> Hence, if at the surface we impose the above-specified boundary condition, namely, <math>~[d\ln x/d\ln\xi]_\tilde\xi = -3</math>, then this also means that, at the surface, <div align="center"> <table border="0" cellpadding="5" align="center"> <tr> <td align="right"> <math>~\biggl[ e^\psi \biggl(\frac{d\psi }{d\xi} \biggr)^2 \biggr]_{\tilde\xi} </math> </td> <td align="center"> <math>~=</math> </td> <td align="left"> <math>~2 \, .</math> </td> </tr> </table> </div> And this is precisely the condition, [[#BonnorCondition|highlighted above]], that Bonnor showed was associated with the critical <math>~P_e</math>-max turning point along the equilibrium sequence. Hence, as [http://adsabs.harvard.edu/abs/1975MNRAS.172..441Y Yabushita (1975)] recognized, we can precisely associate the configuration at the turning point with the marginally [dynamically] unstable configuration. ===Elaboration=== <table border="0" cellpadding="8" align="right"> <tr><th align="center">Figure 2: Yabushita Displacement Function</th></tr> <tr><td align="center"> [[File:Yabushita1975Combined.png|400px|Yabushita Analytic Eigenfunction]] </td></tr></table> The curves drawn in all three panels of Figure 2, shown here on the right, are identical to one another. They each trace on a semi-log plot the behavior of, what we will henceforth refer to as, the Yabushita displacement function, <table border="0" cellpadding="5" align="center"> <tr> <td align="right"> <math>~x_Y</math> </td> <td align="center"> <math>~\equiv</math> </td> <td align="left"> <math>~1 - \biggl( \frac{1}{\xi e^{-\psi}}\biggr) \frac{d\psi}{d\xi} \, .</math> </td> </tr> </table> While this function is formally valid over the entire coordinate range, <math>~0 \le \xi \le \infty</math>, for practical purposes, Figure 1 only displays the function segment that extends over the radial coordinate range, <math>~\xi = 0.1</math> to <math>~\xi = 1830</math>. It is worth noting, as has been [[SSC/Stability/Isothermal#CentralValue|demonstrated separately]], that, <math>~x_Y \rightarrow \tfrac{2}{3}</math> in the limit of <math>~\xi \rightarrow 0</math>. The solid, blue portion of the curve that appears in the top panel of Figure 2 extends from (near) the center of the isothermal sphere, out to the radial-coordinate location where the logarithmic derivative of the Yabushita displacement function first presents the value, <div align="center"> <math>~\frac{d\ln x_Y}{d\ln\xi} = -3 \, .</math> </div> If we truncate the isothermal sphere at this radius and, accordingly, truncate <math>~x_Y</math> at this radius as well (a short, blue vertical line segment has been drawn at this radial location to emphasize the truncation), then the (truncated) Yabushita displacement function not only satisfies the isothermal LAWE, but it also satisfies the desired surface boundary condition. We can conclude, therefore, that in tandem with the value of the eigenfrequency that accompanies Yabushita's solution — namely, <math>~\sigma_c^2 = 0</math> — the blue curve segment in the top panel of Figure 2 represents a true ''eigenfunction.'' Because it exhibits no radial nodes, we conclude that it is the eigenfunction associated with a ''fundamental mode'' oscillation. A small, green circular marker also appears in the top panel of Figure 2. It has been placed on the Yabushita displacement function curve at the radial-coordinate location, <math>~\tilde\xi = 6.45</math>, corresponding to the truncation radius of the equilibrium configuration that sits at the first pressure-extremum in the left panel of Figure 1. The fact that the location of this green marker coincides with the truncation radius that naturally attends the Yabushita analysis provides a graphical illustration of the key point made above: a precise association can be made between the configuration at the <math>~P_e</math>-max turning point and the configuration along the equilibrium sequence whose fundamental, radial mode of oscillation has an oscillation frequency of zero and, therefore, is marginally [dynamically] unstable. <span id="Harmonics">Because the Yabushita displacement function undulates</span> back and forth between positive and negative values, we were not surprised to find that there are additional radial-coordinate locations (besides the first one, <math>~\tilde\xi \approx 6.45</math>) at which the function's logarithmic derivative equals negative three. In the middle panel of Figure 2, the blue curve segment has been extended to, and truncated at, the point along the Yabushita displacement function where the function presents, for the second time, the value, <div align="center"> <math>~\frac{d\ln x_Y}{d\ln\xi} = -3 \, .</math> </div> If we truncate the isothermal sphere at this radius then, as before, the (truncated) Yabushita displacement function not only satisfies the isothermal LAWE, but it also satisfies the desired "surface" boundary condition. We can conclude, therefore, that the blue curve segment in the middle panel of Figure 2 represents another true ''eigenfunction.'' Because this eigenfunction exhibits one radial node, we conclude that it is the eigenfunction associated with a ''first harmonic'' mode of oscillation; and because the (square of the) eigenfrequency that accompanies the Yabushita displacement function is, <math>~\sigma_c^2 = 0</math>, we conclude that the blue curve segment in the middle panel of Figure 2 is an eigenfunction of the configuration in which the first harmonic, rather than the fundamental, mode is marginally [dynamically] unstable. But where, along the equilibrium sequence, does this configuration lie? The small, green circular marker that appears in the middle panel of Figure 2 has been placed on the Yabashita displacement function curve at the radial-coordinate location, <math>~\tilde\xi = 67</math>, that corresponds to the truncation radius of the equilibrium configuration that sits at the ''second'' pressure-extremum in the left panel of Figure 1. This graphically illustrates that a direct association can be made between the configuration that sits at the second pressure extremum along the equilibrium curve and the configuration along the sequence that is marginally [dynamically] unstable to the ''first harmonic'' mode of oscillation. This is not simply a graphically approximate association but, rather, a ''precise'' one because the parameters that define ''both'' the configuration at the relevant turning point in Figure 1 and the configuration whose first harmonic mode of oscillation is displayed in the middle panel of Figure 2, satisfy the condition, <div align="center"> <math>~\biggl[e^{\psi} \biggl( \frac{d\psi}{d\xi}\biggr)^2\biggr]_{\tilde\xi} = 2 \, .</math> </div> In the bottom panel of Figure 2, the blue curve segment has been extended to, and truncated at, the point along the Yabushita displacement function where the function presents, for the third time, the value, <div align="center"> <math>~\frac{d\ln x_Y}{d\ln\xi} = -3 \, .</math> </div> Following a line of reasoning that is analogous to the others, just presented, we conclude that this blue curve segment represents a third true ''eigenfunction.'' This time, because the eigenfunction exhibits two radial nodes, we conclude that it is the eigenfunction associated with a ''second harmonic'' mode of oscillation; and because the (square of the) eigenfrequency that accompanies the Yabushita displacement function is, <math>~\sigma_c^2 = 0</math>, we conclude that the blue curve segment in the bottom panel of Figure 2 is an eigenfunction of the configuration in which the second harmonic mode is marginally [dynamically] unstable. Finally, as the placement of the small, green circular dot in the bottom panel of Figure 2 illustrates, we find that there is a precise association between the configuration that sits at the third pressure extremum along the equilibrium curve and the configuration along the sequence that is marginally [dynamically] unstable to the ''second harmonic'' mode of oscillation. Presumably many more associations of this type can be made, with the configuration located at successive pressure extrema being identified as a configuration that is marginally unstable to the next higher harmonic, radial mode of oscillation. We note, also, that although we have focused on drawing an association between configurations that are marginally unstable and configurations that sit at turning points along the <math>~P-V</math> curve (left panel of Figure 1), the same association can be made with configurations that sit at turning points (mass extrema) along the equilibrium curves displayed in the center panel and the right panel of Figure 1. <span id="Stahler83">It is important to recognize</span> that the physical significance of these turning points, along with the qualitative nature of the eigenfunction associated with each, has been previously deduced and described by [http://adsabs.harvard.edu/abs/1983ApJ...268..165S Stahler (1983)] in the context of a free-energy analysis of pressure-truncated, isothermal configurations. Specifically referring to the behavior of the equilibrium sequence in an <math>~M(\rho_c)</math> diagram — see, for example, the right panel of our Figure 1 — Stahler concludes that (see his §IIIb), <font color="darkgreen">… it also follows that the first maximum in <math>~M(\rho_c)</math> corresponds to the onset of instability in the lowest-frequency, fundamental mode (zero nodes), the first minimum to instability of the first harmonic (one node), etc.</font> Referencing [http://adsabs.harvard.edu/abs/1974A%26A....31..391B Bisnovatyi-Kogan & Blinnikov (1974)], Stahler also points out that, in principle, the marginally unstable, radial-oscillation eigenvector that is associated with each of these turning points <font color="darkgreen">… can be computed as the zero-frequency displacement connecting neighboring equilibria.</font> Such an analysis would, presumably, reveal the same eigenfunction that was derived by [http://adsabs.harvard.edu/abs/1975MNRAS.172..441Y Yabushita (1975)] — that is, the function defined above as, <math>~x_Y(\xi)</math>. But, as far as we are aware, such an analysis has never been completed. ===Final Thought=== In the above elaborative discussion, we have demonstrated that a direct association can be drawn between configurations that sit at specific equilibrium-sequence turning points and the onset of dynamical instabilities. It is important to emphasize that each such association is precise only because: (a) We have assumed that the fluid remains isothermal during radial oscillations — that is, we have set <math>~\gamma_g = 1</math> — and, (b) we have assumed that, <div align="center"> <math>~\frac{d\ln x}{d\ln\xi}\biggr|_\tilde\xi = -3 \, .</math> </div> This precise association will break down if <math>~\gamma_g</math> is set to a value other than unity, or if the discussion of turning points and dynamical instabilities is carried out within the context of a physical scenario that argues for the imposition of a quantitatively different surface boundary condition.
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